diff --git a/.gitignore b/.gitignore
index e6353ea..1692500 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,4 @@
 .vs/
 .env
 .idea/
-.DS_Store
\ No newline at end of file
+.DS_Store
diff --git a/README.md b/README.md
index f692521..a9d31e0 100644
--- a/README.md
+++ b/README.md
@@ -1,173 +1,249 @@
-# Python for Data Science - Complete Lesson
+# Python Fundamentals - Interactive Learning Project
 
 ## Table of Contents
-1. [Introduction](#introduction)
-2. [Setting Up Your Environment](#setting-up-your-environment)
-3. [Python Basics for Data Science](#python-basics-for-data-science)
-4. [Essential Libraries](#essential-libraries)
-5. [Data Manipulation with Pandas](#data-manipulation-with-pandas)
-6. [Data Visualization](#data-visualization)
-7. [Statistical Analysis](#statistical-analysis)
-8. [Machine Learning Basics](#machine-learning-basics)
-9. [Practical Projects](#practical-projects)
-10. [Resources and Next Steps](#resources-and-next-steps)
-
-## Introduction
-
-Data Science combines programming, statistics, and domain expertise to extract insights from data. Python is one of the most popular languages for data science due to its simplicity, extensive libraries, and strong community support.
-
-### Why Python for Data Science?
-- **Easy to learn**: Simple, readable syntax
-- **Extensive libraries**: NumPy, Pandas, Matplotlib, Scikit-learn, etc.
-- **Community support**: Large community with extensive documentation
+1. [Overview](#overview)
+2. [Why Python for Data Science?](#why-python-for-data-science)
+3. [Project Structure](#project-structure)
+4. [Getting Started](#getting-started)
+5. [Learning Modules](#learning-modules)
+6. [Sample Code Examples](#sample-code-examples)
+7. [Working with Sample Data](#working-with-sample-data)
+8. [Dependencies](#dependencies)
+9. [Contributing](#contributing)
+10. [Next Steps](#next-steps)
+
+## Overview
+
+This is a comprehensive Python learning project featuring interactive Jupyter notebooks that cover fundamental Python programming concepts with a focus on data science applications. The project is organized into modular sections, each focusing on specific Python topics with hands-on exercises and practical examples.
+
+### What You'll Learn
+- **Python Basics**: Data types, control structures, and core programming concepts
+- **Functions**: Basic and advanced function concepts, parameters, and scope
+- **Object-Oriented Programming**: Classes, inheritance, polymorphism, and magic methods
+- **Data Structures**: Lists, dictionaries, collections, and nested data structures
+- **File Management**: Reading/writing files, CSV handling, and HTTP operations
+- **Database Operations**: PostgreSQL integration and database APIs
+- **Data Serialization**: JSON and XML processing
+- **Exception Handling**: Custom exceptions and error management
+- **NumPy**: Numerical computing and array operations
+- **Pandas**: Data analysis and manipulation
+- **Matplotlib**: Data visualization and plotting
+- **Standard Library**: Built-in Python modules and utilities
+
+## Why Python for Data Science?
+
+Data Science combines programming, statistics, and domain expertise to extract insights from data. Python is one of the most popular languages for data science due to:
+
+- **Easy to learn**: Simple, readable syntax that's perfect for beginners
+- **Extensive libraries**: NumPy, Pandas, Matplotlib, Scikit-learn, and many more
+- **Community support**: Large community with extensive documentation and tutorials
 - **Versatility**: Can handle data collection, processing, analysis, and deployment
+- **Integration**: Works well with other tools and languages
 
-## Setting Up Your Environment
+## Project Structure
 
-### 1. Install Python and Package Manager
-
-```bash
-# Install Anaconda (recommended for data science)
-# Download from: https://www.anaconda.com/products/distribution
-
-# Or install Miniconda for a lighter setup
-# Download from: https://docs.conda.io/en/latest/miniconda.html
-
-# Verify installation
-python --version
-conda --version
-```
-
-### 2. Create a Virtual Environment
-
-```bash
-# Create a new environment
-conda create -n datascience python=3.9
-
-# Activate the environment
-conda activate datascience
-
-# Install essential packages
-conda install numpy pandas matplotlib seaborn scikit-learn jupyter
 ```
-
-### 3. Launch Jupyter Notebook
-
-```bash
-jupyter notebook
-# or
-jupyter lab
+ine/
+├── README.md                           # Project documentation
+├── introduction/                       # Python basics and fundamentals
+│   ├── list.ipynb                     # Lists and list operations
+│   ├── Dictionaries.ipynb             # Dictionary data structures
+│   └── Loops.ipynb                    # For/while loops and iteration
+├── function/                          # Function concepts
+│   ├── Basic.ipynb                   # Basic function syntax and usage
+│   └── Advanced_Function.ipynb       # Advanced function concepts
+├── object-oriented-programming/       # OOP concepts
+│   ├── Introduction.ipynb            # OOP basics
+│   ├── Atrributes.ipynb             # Class attributes
+│   ├── Method.ipynb                 # Class methods
+│   ├── Inheritance.ipynb            # Inheritance concepts
+│   ├── Polymorphism.ipynb           # Polymorphism examples
+│   ├── Super_and_Overriding.ipynb   # Method overriding
+│   ├── Magic_Methods.ipynb          # Special methods
+│   └── Getattr_Setattr_Hasattr.ipynb # Attribute manipulation
+├── collection/                        # Advanced data structures
+│   └── Nested Collections.ipynb      # Working with nested collections
+├── file-management-and-http/          # File and web operations
+│   ├── Intro to File Management.ipynb
+│   ├── Intro to Files (Cheatsheet).ipynb
+│   ├── Writing_Files.ipynb
+│   ├── The with context manager.ipynb
+│   ├── CSV Old School.ipynb
+│   ├── HTTP Practice.ipynb
+│   ├── alice.txt                     # Sample text file
+│   └── products.csv                  # Sample CSV data
+├── database/                          # Database operations
+│   └── pg/                           # PostgreSQL examples
+│       ├── DB-API.ipynb
+│       ├── Adapters.ipynb
+│       ├── Admin-Tools.ipynb
+│       └── DDL.ipynb
+├── serialization/                     # Data serialization
+│   ├── Data - Serialization.ipynb    # JSON serialization
+│   ├── XML - Serialization.ipynb     # XML processing
+│   └── data/                         # Sample data files
+│       ├── data.json
+│       ├── movie.csv
+│       ├── movie.txt
+│       └── quran.xml
+├── exceptions/                        # Error handling
+│   └── Custom Exceptions.ipynb       # Custom exception classes
+├── numpy/                            # Numerical computing
+│   └── Introduction.ipynb            # NumPy arrays and operations
+├── pandas/                           # Data analysis and manipulation
+│   ├── introduction.ipynb            # Getting started with pandas
+│   ├── Analys.ipynb                 # Data analysis examples
+│   ├── Plot_Analsis.ipynb           # Data visualization with pandas
+│   └── data/
+│       ├── bestsellers.csv          # Amazon bestsellers dataset
+│       ├── cars.csv                 # Car data for analysis
+│       └── invoices.csv              # Sample invoice data
+├── Matplotlib/                       # Data visualization
+│   └── introduction.ipynb            # Plotting and visualization basics
+├── module/                           # Python modules
+│   └── modules.py                    # Module examples
+└── standard_library/                 # Python standard library usage
 ```
 
-## Python Basics for Data Science
-
-### 1. Data Types and Structures
-
+## Getting Started
+
+### Prerequisites
+- Python 3.7+ installed on your system
+- Jupyter Notebook or JupyterLab
+- Basic understanding of programming concepts (helpful but not required)
+
+### Installation
+
+1. **Clone the repository**
+   ```bash
+   git clone <repository-url>
+   cd ine
+   ```
+
+2. **Create a virtual environment (recommended)**
+   ```bash
+   # Using conda (recommended for data science)
+   conda create -n python-fundamentals python=3.9
+   conda activate python-fundamentals
+   
+   # Or using venv
+   python -m venv python-fundamentals
+   source python-fundamentals/bin/activate  # On Windows: python-fundamentals\Scripts\activate
+   ```
+
+3. **Install required packages**
+   ```bash
+   # Using conda (recommended)
+   conda install jupyter pandas matplotlib seaborn numpy psycopg2 requests
+   
+   # Or using pip
+   pip install jupyter pandas matplotlib seaborn numpy psycopg2-binary requests
+   ```
+
+4. **Launch Jupyter Notebook**
+   ```bash
+   jupyter notebook
+   # or
+   jupyter lab
+   ```
+
+## Learning Modules
+
+### 1. Introduction (Start Here)
+Begin with the `introduction/` folder to learn Python basics:
+- **Lists**: Understanding list data structures and operations
+- **Dictionaries**: Key-value pairs and dictionary methods
+- **Loops**: Iteration and control flow
+
+### 2. Functions
+Explore `function/` to understand:
+- Basic function syntax and parameters
+- Advanced concepts like *args, **kwargs
+- Scope and local/global variables
+
+### 3. Object-Oriented Programming
+The `object-oriented-programming/` section covers:
+- Class creation and instantiation
+- Attributes and methods
+- Inheritance and polymorphism
+- Special methods (magic methods)
+
+### 4. Data Structures & Collections
+Learn advanced data manipulation:
+- **Collections**: Working with nested data structures
+- **File Management**: Reading and writing files
+- **Serialization**: JSON and XML processing
+
+### 5. Scientific Computing & Data Analysis
+Dive into numerical computing and data science:
+- **NumPy**: Array operations and numerical computing
+- **Pandas**: Data manipulation, analysis, and cleaning
+- **Matplotlib**: Creating plots and visualizations
+
+### 6. Advanced Topics
+- **Database Operations**: PostgreSQL integration with DB-API
+- **Exception Handling**: Custom error management
+- **HTTP Operations**: Web requests and APIs
+- **Standard Library**: Built-in Python modules
+
+### Recommended Learning Path
+1. **Start with `introduction/`** - Python basics (lists, dictionaries, loops)
+2. **Progress to `function/`** - Function concepts and advanced features
+3. **Move to `object-oriented-programming/`** - OOP principles and implementation
+4. **Explore `collection/`** - Advanced data structures
+5. **Practice with `file-management-and-http/`** - File operations and web requests
+6. **Learn `numpy/`** - Numerical computing fundamentals
+7. **Advance to `pandas/`** - Data analysis and manipulation
+8. **Visualize with `Matplotlib/`** - Creating plots and charts
+9. **Experiment with specialized topics** - databases, serialization, exceptions
+
+## Sample Code Examples
+
+### Python Basics
 ```python
-# Basic data types
-integer_var = 42
-float_var = 3.14
-string_var = "Hello, Data Science!"
-boolean_var = True
-
-# Lists (ordered, mutable)
+# Data types and control structures
 numbers = [1, 2, 3, 4, 5]
-mixed_list = [1, "hello", 3.14, True]
-
-# Dictionaries (key-value pairs)
-student = {
-    "name": "Alice",
-    "age": 25,
-    "grades": [85, 90, 88]
-}
-
-# Tuples (ordered, immutable)
-coordinates = (10.5, 20.3)
-```
+student = {"name": "Alice", "age": 25, "grades": [85, 90, 88]}
 
-### 2. Control Structures
-
-```python
-# If statements
-score = 85
-if score >= 90:
-    grade = "A"
-elif score >= 80:
-    grade = "B"
-else:
-    grade = "C"
-
-# Loops
-# For loop
-for i in range(5):
-    print(f"Iteration {i}")
-
-# While loop
-count = 0
-while count < 5:
-    print(f"Count: {count}")
-    count += 1
-
-# List comprehension (powerful for data processing)
-squares = [x**2 for x in range(10)]
+# List comprehension
 even_squares = [x**2 for x in range(10) if x % 2 == 0]
-```
-
-### 3. Functions
-
-```python
 
+# Functions with flexible arguments
 def my_function(*args, **kwargs):
     print("Args: {}".format(args))
     print("Kwargs: {}".format(kwargs))
-# Usage
+
 my_function(2, 'a', hello=True, goodbye=None)
 ```
 
-## Essential Libraries
-
-### 1. NumPy - Numerical Computing
-
+### NumPy Operations
 ```python
 import numpy as np
 
-# Creating arrays
+# Creating arrays and basic operations
 arr = np.array([1, 2, 3, 4, 5])
 matrix = np.array([[1, 2, 3], [4, 5, 6]])
-
-# Array operations
-arr_squared = arr ** 2
-matrix_sum = matrix.sum()
-matrix_mean = matrix.mean()
-
-# Mathematical functions
-angles = np.array([0, np.pi/2, np.pi])
-sin_values = np.sin(angles)
-
-# Random number generation
-random_data = np.random.normal(0, 1, 1000)  # Normal distribution
+random_data = np.random.normal(0, 1, 1000)
 ```
 
-### 2. Pandas - Data Manipulation
-
+### Pandas Data Analysis
 ```python
 import pandas as pd
-df = pd.read_csv('pandas/data/bestsellers.csv')
-df.plot(kind='scatter', x='Reviews', y='Price');
-df.plot(kind='scatter',
-        x='Reviews',
-        y='Price',
-        color='orange',
-        title='Reviews vs. Price',
-        figsize=(12, 6))
-```
 
-### 3. Matplotlib - Basic Plotting
+# Load and explore data
+df = pd.read_csv('data/bestsellers.csv')
+print("Shape:", df.shape)
+print("Columns:", df.columns.tolist())
+
+# Data visualization
+df.plot(kind='scatter', x='Reviews', y='Price', figsize=(12, 6))
+```
 
+### Matplotlib Visualization
 ```python
 import matplotlib.pyplot as plt
 
-# Line plot
+# Create plots
 x = np.linspace(0, 10, 100)
 y = np.sin(x)
 
@@ -178,568 +254,106 @@ plt.xlabel('x')
 plt.ylabel('sin(x)')
 plt.grid(True)
 plt.show()
-
-# Bar plot
-categories = ['A', 'B', 'C', 'D']
-values = [23, 45, 56, 78]
-
-plt.figure(figsize=(8, 6))
-plt.bar(categories, values)
-plt.title('Bar Chart Example')
-plt.xlabel('Categories')
-plt.ylabel('Values')
-plt.show()
-```
-
-## Data Manipulation with Pandas
-
-### 1. Data Loading and Exploration
-
-```python
-# Load sample data (create sample dataset)
-np.random.seed(42)
-data = {
-    'Date': pd.date_range('2023-01-01', periods=100),
-    'Sales': np.random.normal(1000, 200, 100),
-    'Region': np.random.choice(['North', 'South', 'East', 'West'], 100),
-    'Product': np.random.choice(['A', 'B', 'C'], 100)
-}
-sales_df = pd.DataFrame(data)
-
-# Basic exploration
-print("Shape:", sales_df.shape)
-print("\nColumn names:", sales_df.columns.tolist())
-print("\nData types:\n", sales_df.dtypes)
-print("\nFirst 5 rows:\n", sales_df.head())
-print("\nMissing values:\n", sales_df.isnull().sum())
-```
-
-### 2. Data Filtering and Selection
-
-```python
-# Select columns
-sales_only = sales_df['Sales']
-sales_and_region = sales_df[['Sales', 'Region']]
-
-# Filter rows
-high_sales = sales_df[sales_df['Sales'] > 1200]
-north_region = sales_df[sales_df['Region'] == 'North']
-
-# Multiple conditions
-high_sales_north = sales_df[(sales_df['Sales'] > 1200) & (sales_df['Region'] == 'North')]
-```
-
-### 3. Data Aggregation and Grouping
-
-```python
-# Group by operations
-region_stats = sales_df.groupby('Region')['Sales'].agg(['mean', 'sum', 'count'])
-product_sales = sales_df.groupby('Product')['Sales'].mean()
-
-# Multiple grouping
-region_product_stats = sales_df.groupby(['Region', 'Product'])['Sales'].mean()
-
-# Pivot tables
-pivot_table = sales_df.pivot_table(
-    values='Sales',
-    index='Region',
-    columns='Product',
-    aggfunc='mean'
-)
-```
-
-### 4. Data Cleaning
-
-```python
-# Handle missing values
-# sales_df.dropna()  # Remove rows with missing values
-# sales_df.fillna(sales_df['Sales'].mean())  # Fill with mean
-
-# Remove duplicates
-sales_df_clean = sales_df.drop_duplicates()
-
-# Data type conversion
-sales_df['Date'] = pd.to_datetime(sales_df['Date'])
-
-# Create new columns
-sales_df['Month'] = sales_df['Date'].dt.month
-sales_df['Sales_Category'] = sales_df['Sales'].apply(
-    lambda x: 'High' if x > 1200 else 'Medium' if x > 800 else 'Low'
-)
 ```
 
-## Data Visualization
-
-### 1. Seaborn - Statistical Plotting
-
-```python
-import seaborn as sns
-
-# Set style
-sns.set_style("whitegrid")
-
-# Distribution plots
-plt.figure(figsize=(12, 8))
-
-plt.subplot(2, 2, 1)
-sns.histplot(sales_df['Sales'], bins=20)
-plt.title('Sales Distribution')
-
-plt.subplot(2, 2, 2)
-sns.boxplot(data=sales_df, x='Region', y='Sales')
-plt.title('Sales by Region')
-
-plt.subplot(2, 2, 3)
-sns.scatterplot(data=sales_df, x='Date', y='Sales', hue='Region')
-plt.title('Sales Over Time by Region')
-
-plt.subplot(2, 2, 4)
-correlation_matrix = sales_df.select_dtypes(include=[np.number]).corr()
-sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm')
-plt.title('Correlation Matrix')
-
-plt.tight_layout()
-plt.show()
-```
-
-### 2. Advanced Visualizations
-
-```python
-# Time series plot
-monthly_sales = sales_df.groupby(sales_df['Date'].dt.to_period('M'))['Sales'].sum()
-
-plt.figure(figsize=(12, 6))
-monthly_sales.plot(kind='line', marker='o')
-plt.title('Monthly Sales Trend')
-plt.xlabel('Month')
-plt.ylabel('Total Sales')
-plt.xticks(rotation=45)
-plt.show()
-
-# Multiple subplots with different chart types
-fig, axes = plt.subplots(2, 2, figsize=(15, 10))
-
-# Sales by region
-sales_df.groupby('Region')['Sales'].mean().plot(kind='bar', ax=axes[0, 0])
-axes[0, 0].set_title('Average Sales by Region')
-
-# Sales distribution
-sales_df['Sales'].hist(bins=20, ax=axes[0, 1])
-axes[0, 1].set_title('Sales Distribution')
-
-# Product performance
-sales_df.groupby('Product')['Sales'].sum().plot(kind='pie', ax=axes[1, 0])
-axes[1, 0].set_title('Total Sales by Product')
-
-# Sales over time
-sales_df.plot(x='Date', y='Sales', kind='scatter', ax=axes[1, 1])
-axes[1, 1].set_title('Sales Over Time')
-
-plt.tight_layout()
-plt.show()
-```
-
-## Statistical Analysis
-
-### 1. Descriptive Statistics
-
-```python
-# Basic statistics
-print("Descriptive Statistics:")
-print(sales_df['Sales'].describe())
-
-# Custom statistics
-def calculate_statistics(data):
-    return {
-        'mean': np.mean(data),
-        'median': np.median(data),
-        'std': np.std(data),
-        'variance': np.var(data),
-        'min': np.min(data),
-        'max': np.max(data),
-        'q25': np.percentile(data, 25),
-        'q75': np.percentile(data, 75)
-    }
-
-stats = calculate_statistics(sales_df['Sales'])
-for key, value in stats.items():
-    print(f"{key}: {value:.2f}")
-```
-
-### 2. Hypothesis Testing
-
-```python
-from scipy import stats
-
-# T-test example: Compare sales between two regions
-north_sales = sales_df[sales_df['Region'] == 'North']['Sales']
-south_sales = sales_df[sales_df['Region'] == 'South']['Sales']
-
-# Perform independent t-test
-t_stat, p_value = stats.ttest_ind(north_sales, south_sales)
-
-print(f"T-statistic: {t_stat:.4f}")
-print(f"P-value: {p_value:.4f}")
-
-if p_value < 0.05:
-    print("Significant difference between regions")
-else:
-    print("No significant difference between regions")
-
-# Chi-square test for categorical variables
-contingency_table = pd.crosstab(sales_df['Region'], sales_df['Product'])
-chi2, p_value, dof, expected = stats.chi2_contingency(contingency_table)
-
-print(f"\nChi-square test:")
-print(f"Chi-square statistic: {chi2:.4f}")
-print(f"P-value: {p_value:.4f}")
-```
-
-### 3. Correlation Analysis
-
-```python
-# Calculate correlations
-numeric_cols = sales_df.select_dtypes(include=[np.number])
-correlation_matrix = numeric_cols.corr()
-
-print("Correlation Matrix:")
-print(correlation_matrix)
-
-# Visualize correlation matrix
-plt.figure(figsize=(8, 6))
-sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm', center=0)
-plt.title('Correlation Matrix')
-plt.show()
-```
-
-## Machine Learning Basics
-
-### 1. Data Preprocessing
-
-```python
-from sklearn.model_selection import train_test_split
-from sklearn.preprocessing import StandardScaler, LabelEncoder
-from sklearn.linear_model import LinearRegression
-from sklearn.ensemble import RandomForestRegressor
-from sklearn.metrics import mean_squared_error, r2_score
-
-# Prepare data for machine learning
-# Create a more complex dataset
-np.random.seed(42)
-ml_data = pd.DataFrame({
-    'feature1': np.random.normal(0, 1, 1000),
-    'feature2': np.random.normal(0, 1, 1000),
-    'feature3': np.random.normal(0, 1, 1000),
-    'category': np.random.choice(['A', 'B', 'C'], 1000)
-})
-
-# Create target variable with some relationship to features
-ml_data['target'] = (
-    2 * ml_data['feature1'] +
-    1.5 * ml_data['feature2'] +
-    0.5 * ml_data['feature3'] +
-    np.random.normal(0, 0.1, 1000)
-)
-
-# Encode categorical variables
-label_encoder = LabelEncoder()
-ml_data['category_encoded'] = label_encoder.fit_transform(ml_data['category'])
-
-# Prepare features and target
-features = ['feature1', 'feature2', 'feature3', 'category_encoded']
-X = ml_data[features]
-y = ml_data['target']
-
-# Split data
-X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)
-
-# Scale features
-scaler = StandardScaler()
-X_train_scaled = scaler.fit_transform(X_train)
-X_test_scaled = scaler.transform(X_test)
-```
-
-### 2. Model Training and Evaluation
-
-```python
-# Linear Regression
-lr_model = LinearRegression()
-lr_model.fit(X_train_scaled, y_train)
-lr_predictions = lr_model.predict(X_test_scaled)
-
-# Random Forest
-rf_model = RandomForestRegressor(n_estimators=100, random_state=42)
-rf_model.fit(X_train, y_train)  # Random Forest doesn't require scaling
-rf_predictions = rf_model.predict(X_test)
-
-# Evaluate models
-def evaluate_model(y_true, y_pred, model_name):
-    mse = mean_squared_error(y_true, y_pred)
-    r2 = r2_score(y_true, y_pred)
-    print(f"{model_name}:")
-    print(f"  MSE: {mse:.4f}")
-    print(f"  R²: {r2:.4f}")
-    print()
-
-evaluate_model(y_test, lr_predictions, "Linear Regression")
-evaluate_model(y_test, rf_predictions, "Random Forest")
-
-# Feature importance (Random Forest)
-feature_importance = pd.DataFrame({
-    'feature': features,
-    'importance': rf_model.feature_importances_
-}).sort_values('importance', ascending=False)
-
-print("Feature Importance:")
-print(feature_importance)
-```
-
-### 3. Model Visualization
-
-```python
-# Plot predictions vs actual values
-plt.figure(figsize=(12, 5))
-
-plt.subplot(1, 2, 1)
-plt.scatter(y_test, lr_predictions, alpha=0.6)
-plt.plot([y_test.min(), y_test.max()], [y_test.min(), y_test.max()], 'r--', lw=2)
-plt.xlabel('Actual Values')
-plt.ylabel('Predicted Values')
-plt.title('Linear Regression: Predictions vs Actual')
-
-plt.subplot(1, 2, 2)
-plt.scatter(y_test, rf_predictions, alpha=0.6)
-plt.plot([y_test.min(), y_test.max()], [y_test.min(), y_test.max()], 'r--', lw=2)
-plt.xlabel('Actual Values')
-plt.ylabel('Predicted Values')
-plt.title('Random Forest: Predictions vs Actual')
-
-plt.tight_layout()
-plt.show()
-
-# Feature importance plot
-plt.figure(figsize=(8, 6))
-plt.barh(feature_importance['feature'], feature_importance['importance'])
-plt.xlabel('Importance')
-plt.title('Feature Importance (Random Forest)')
-plt.show()
-```
-
-## Practical Projects
-
-### Project 1: Exploratory Data Analysis (EDA)
-
-```python
-def perform_eda(df, target_column=None):
-    """
-    Perform comprehensive Exploratory Data Analysis
-    """
-    print("=== EXPLORATORY DATA ANALYSIS ===\n")
-    
-    # Basic info
-    print("1. DATASET OVERVIEW")
-    print(f"Shape: {df.shape}")
-    print(f"Memory usage: {df.memory_usage(deep=True).sum() / 1024**2:.2f} MB")
-    print()
-    
-    # Data types
-    print("2. DATA TYPES")
-    print(df.dtypes)
-    print()
-    
-    # Missing values
-    print("3. MISSING VALUES")
-    missing_data = df.isnull().sum()
-    missing_percent = 100 * missing_data / len(df)
-    missing_df = pd.DataFrame({
-        'Missing Count': missing_data,
-        'Missing Percentage': missing_percent
-    })
-    print(missing_df[missing_df['Missing Count'] > 0])
-    print()
-    
-    # Numerical variables summary
-    print("4. NUMERICAL VARIABLES SUMMARY")
-    numeric_columns = df.select_dtypes(include=[np.number]).columns
-    if len(numeric_columns) > 0:
-        print(df[numeric_columns].describe())
-    print()
-    
-    # Categorical variables summary
-    print("5. CATEGORICAL VARIABLES SUMMARY")
-    categorical_columns = df.select_dtypes(include=['object']).columns
-    for col in categorical_columns:
-        print(f"\n{col}:")
-        print(df[col].value_counts().head())
-    
-    # Create visualizations
-    if len(numeric_columns) > 0:
-        # Distribution plots
-        n_cols = min(3, len(numeric_columns))
-        n_rows = (len(numeric_columns) + n_cols - 1) // n_cols
-        
-        plt.figure(figsize=(15, 5 * n_rows))
-        for i, col in enumerate(numeric_columns):
-            plt.subplot(n_rows, n_cols, i + 1)
-            df[col].hist(bins=30, alpha=0.7)
-            plt.title(f'Distribution of {col}')
-            plt.xlabel(col)
-            plt.ylabel('Frequency')
-        
-        plt.tight_layout()
-        plt.show()
-        
-        # Correlation heatmap
-        if len(numeric_columns) > 1:
-            plt.figure(figsize=(10, 8))
-            correlation_matrix = df[numeric_columns].corr()
-            sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm', center=0)
-            plt.title('Correlation Matrix')
-            plt.show()
-
-# Usage example
-perform_eda(sales_df)
-```
-
-### Project 2: Time Series Analysis
-
-```python
-def analyze_time_series(df, date_col, value_col):
-    """
-    Perform time series analysis
-    """
-    # Ensure date column is datetime
-    df[date_col] = pd.to_datetime(df[date_col])
-    df = df.sort_values(date_col)
-    
-    # Basic time series plot
-    plt.figure(figsize=(15, 10))
-    
-    plt.subplot(3, 2, 1)
-    plt.plot(df[date_col], df[value_col])
-    plt.title(f'{value_col} Over Time')
-    plt.xlabel('Date')
-    plt.ylabel(value_col)
-    
-    # Moving averages
-    df['MA_7'] = df[value_col].rolling(window=7).mean()
-    df['MA_30'] = df[value_col].rolling(window=30).mean()
-    
-    plt.subplot(3, 2, 2)
-    plt.plot(df[date_col], df[value_col], label='Original', alpha=0.5)
-    plt.plot(df[date_col], df['MA_7'], label='7-day MA')
-    plt.plot(df[date_col], df['MA_30'], label='30-day MA')
-    plt.title('Moving Averages')
-    plt.legend()
-    
-    # Seasonal decomposition (if enough data)
-    if len(df) > 60:
-        # Monthly aggregation
-        monthly_data = df.groupby(df[date_col].dt.to_period('M'))[value_col].mean()
-        
-        plt.subplot(3, 2, 3)
-        monthly_data.plot()
-        plt.title('Monthly Average')
-        
-    # Distribution by day of week
-    df['day_of_week'] = df[date_col].dt.day_name()
-    day_avg = df.groupby('day_of_week')[value_col].mean()
-    
-    plt.subplot(3, 2, 4)
-    day_avg.plot(kind='bar')
-    plt.title('Average by Day of Week')
-    plt.xticks(rotation=45)
-    
-    # Distribution by month
-    df['month'] = df[date_col].dt.month_name()
-    month_avg = df.groupby('month')[value_col].mean()
-    
-    plt.subplot(3, 2, 5)
-    month_avg.plot(kind='bar')
-    plt.title('Average by Month')
-    plt.xticks(rotation=45)
-    
-    plt.tight_layout()
-    plt.show()
-    
-    return df
-
-# Usage
-sales_ts = analyze_time_series(sales_df, 'Date', 'Sales')
+## Working with Sample Data
+
+The project includes various sample datasets for hands-on practice:
+
+- **`pandas/data/bestsellers.csv`** - Amazon bestsellers for analysis practice
+- **`pandas/data/cars.csv`** - Car data for basic operations
+- **`pandas/data/invoices.csv`** - Invoice data for business analytics
+- **`file-management-and-http/products.csv`** - Product data for file operations
+- **`file-management-and-http/alice.txt`** - Text file for reading exercises
+- **`serialization/data/`** - Various formats (JSON, CSV, XML) for serialization practice
+
+### Usage Tips
+1. Navigate to the desired module folder
+2. Open the corresponding `.ipynb` file in Jupyter
+3. Run cells sequentially using `Shift + Enter`
+4. Complete exercises and experiment with the code
+5. Modify examples to test your understanding
+
+## Dependencies
+
+```text
+jupyter>=1.0.0
+pandas>=1.3.0
+matplotlib>=3.5.0
+seaborn>=0.11.0
+numpy>=1.21.0
+psycopg2-binary>=2.9.0
+requests>=2.25.0
 ```
 
-## Resources and Next Steps
-
-### Essential Resources
-
-1. **Official Documentation**
-   - [Python.org](https://docs.python.org/3/)
-   - [Pandas Documentation](https://pandas.pydata.org/docs/)
-   - [NumPy Documentation](https://numpy.org/doc/)
-   - [Matplotlib Documentation](https://matplotlib.org/stable/contents.html)
-   - [Scikit-learn Documentation](https://scikit-learn.org/stable/)
-
-2. **Online Courses**
-   - [Coursera - Python for Data Science](https://www.coursera.org/specializations/python)
-   - [edX - MIT Introduction to Data Science](https://www.edx.org/course/introduction-to-data-science)
-   - [Kaggle Learn](https://www.kaggle.com/learn)
-
-3. **Books**
-   - "Python for Data Analysis" by Wes McKinney
-   - "Hands-On Machine Learning" by Aurélien Géron
-   - "Python Data Science Handbook" by Jake VanderPlas
-
-4. **Practice Platforms**
-   - [Kaggle](https://www.kaggle.com/) - Competitions and datasets
-   - [Google Colab](https://colab.research.google.com/) - Free Jupyter notebooks
-   - [Jupyter Notebook](https://jupyter.org/) - Interactive development
-
-### Next Steps
-
-1. **Practice with Real Datasets**
-   - Download datasets from Kaggle, UCI ML Repository, or government open data
-   - Work on end-to-end projects from data collection to model deployment
-
-2. **Advanced Topics to Explore**
-   - Deep Learning with TensorFlow/PyTorch
-   - Natural Language Processing (NLP)
-   - Computer Vision
-   - Big Data tools (Spark, Dask)
-   - Cloud platforms (AWS, GCP, Azure)
-
-3. **Build a Portfolio**
-   - Create GitHub repositories with your projects
-   - Write blog posts about your analyses
-   - Contribute to open-source projects
-
-4. **Join the Community**
-   - Follow data science blogs and newsletters
-   - Attend meetups and conferences
-   - Participate in online forums (Stack Overflow, Reddit r/datascience)
-
-### Sample Project Ideas
-
-1. **Beginner Projects**
-   - Analyze your personal data (spending, fitness, etc.)
-   - Explore public datasets (weather, census, sports)
-   - Build simple prediction models
-
-2. **Intermediate Projects**
-   - Customer segmentation analysis
-   - Sales forecasting
-   - Sentiment analysis of social media data
-
-3. **Advanced Projects**
-   - Recommendation systems
-   - Real-time data processing
-   - End-to-end ML pipeline with deployment
-
-### Tips for Success
-
-- **Start small**: Begin with simple projects and gradually increase complexity
-- **Focus on understanding**: Don't just copy code, understand what each line does
-- **Practice regularly**: Consistency is key to mastering data science
-- **Learn from others**: Study code from experienced practitioners
-- **Document your work**: Good documentation helps you and others understand your projects
-
-Remember: Data science is a journey, not a destination. Keep learning, practicing, and exploring new techniques and tools!
\ No newline at end of file
+## Contributing
+
+This is a learning project, but contributions are welcome! Here's how you can help:
+
+### Adding New Content
+1. Fork the repository
+2. Create a new branch for your feature
+3. Add new notebooks following the existing structure
+4. Include clear explanations and practical examples
+5. Test all code cells to ensure they run without errors
+6. Submit a pull request with a description of your additions
+
+### Improving Existing Content
+- Fix typos or unclear explanations
+- Add more examples or exercises
+- Improve code comments and documentation
+- Suggest better learning progressions
+- Add more sample datasets
+
+### Guidelines
+- Keep notebooks focused on specific topics
+- Include markdown cells with clear explanations
+- Provide practical, runnable examples
+- Add sample data when helpful
+- Follow consistent naming conventions
+- Ensure code works with the specified dependencies
+
+## Next Steps
+
+After completing this fundamental course, consider exploring:
+
+### Advanced Python Topics
+- Decorators and context managers
+- Generators and iterators
+- Asyncio and concurrent programming
+- Testing with pytest
+- Package development and distribution
+
+### Data Science Specialization
+- Advanced pandas operations (groupby, pivot tables, time series)
+- Statistical analysis with SciPy
+- Machine learning with Scikit-learn
+- Deep learning with TensorFlow or PyTorch
+- Data visualization with Plotly and Bokeh
+
+### Web Development
+- Flask or Django frameworks
+- REST API development
+- Database design and management
+- Frontend integration with JavaScript
+
+### Specialized Applications
+- Financial analysis and quantitative finance
+- Bioinformatics and computational biology
+- Image processing with OpenCV
+- Natural language processing with NLTK/spaCy
+- Automation and scripting
+
+### Resources for Continued Learning
+- [Python.org Documentation](https://docs.python.org/3/)
+- [Real Python Tutorials](https://realpython.com/)
+- [Kaggle Learn](https://www.kaggle.com/learn) - For data science
+- [NumPy Documentation](https://numpy.org/doc/)
+- [Pandas Documentation](https://pandas.pydata.org/docs/)
+- [Matplotlib Tutorials](https://matplotlib.org/stable/tutorials/index.html)
+
+---
+
+**Happy Learning!** 🐍
+
+Remember: Programming is best learned by doing. Don't just read the code—run it, modify it, and experiment with it. Each notebook is designed to be interactive, so make the most of the hands-on exercises!
diff --git a/clean/clean_data_2.py b/clean/clean_data_2.py
new file mode 100644
index 0000000..97358f2
--- /dev/null
+++ b/clean/clean_data_2.py
@@ -0,0 +1,35 @@
+import pandas as pd
+import re
+from pathlib import Path
+
+file_path = Path('/Users/sereypanha/Documents/CodeStudy/Data_Science/ine/clean/pop_19.csv')
+
+# Define output path in the same directory as the script
+output_path = file_path.parent / 'pop_19.csv'
+
+data = []
+header = []
+with open(file_path, 'r') as f:
+    first_line = next((line for line in f if line.strip()), None)
+    if not first_line:
+        print("File is empty.")
+    else:
+        header = first_line.strip().split(None, 2)
+
+        for line in f:
+            line = line.strip()
+            if line:
+                row = line.split(None, 2)
+                while len(row) < len(header):
+                    row.append('')
+                data.append(row)
+
+df = pd.DataFrame(data, columns=header)
+df.to_csv(output_path, index=False)
+
+# Display results
+print(f"File saved to: {output_path}")
+print("Cleaned data preview:")
+print(df.head())
+print("\nDataframe Info:")
+df.info()
\ No newline at end of file
diff --git a/clean/clean_data_3.py b/clean/clean_data_3.py
new file mode 100644
index 0000000..ab41eb4
--- /dev/null
+++ b/clean/clean_data_3.py
@@ -0,0 +1,43 @@
+import pandas as pd
+import re
+from pathlib import Path
+
+file_path = Path('/Users/sereypanha/Documents/CodeStudy/Data_Science/ine/clean/inv_sep.csv')
+output_path = file_path.parent / 'inv_sep_cleaned.csv'
+
+cleaned_lines = []
+data = []
+header_found = False
+
+with open(file_path, 'r') as f:
+    for line in f:
+        line = line.strip()
+        if not line:
+            continue
+
+        if not header_found and ('cid' in line and 'invoice_date' in line and 'bill_ctry' in line):
+            header_found = True
+            if ',' in line:
+                header = [h.strip() for h in line.split(',')]
+            else:
+                clean_header_line = re.sub(r',', ' ', line)
+                clean_header_line = re.sub(r'\s{2,}', ' ', clean_header_line)
+                header = clean_header_line.strip().split(' ')
+            continue
+
+        if header_found:
+            num_columns = len(header)
+            row = line.split(None, num_columns - 1)
+
+            if len(row) == num_columns:
+                data.append(row)
+
+# Create DataFrame and save
+df = pd.DataFrame(data, columns=header)
+df.to_csv(output_path, index=False)
+
+print(f"File saved to: {output_path}")
+print("Cleaned data preview:")
+print(df.head())
+print("\nDataframe Info:")
+df.info()
\ No newline at end of file
diff --git a/clean/clean_data_com.py b/clean/clean_data_com.py
new file mode 100644
index 0000000..95fa1e1
--- /dev/null
+++ b/clean/clean_data_com.py
@@ -0,0 +1,46 @@
+import pandas as pd
+import re
+from pathlib import Path
+
+file_path = Path('/Users/sereypanha/Documents/CodeStudy/Data_Science/ine/clean/crews.csv')
+
+output_path = file_path.parent / 'crews_cleaned.csv'
+
+data = []
+header = []
+
+with open(file_path, 'r') as f:
+    lines = [line for line in f if line.strip()]
+    # Check if file has data
+    if not lines:
+        raise ValueError("File is empty or has no valid data")
+
+    # The first non-empty line is the header
+    header_line = lines[0].strip()
+
+    header_match = re.match(r'^(\S+)\s+(\S+)\s+(\S+)\s+(.*)$', header_line)
+    if header_match:
+        header = [header_match.group(1), header_match.group(2), header_match.group(3), header_match.group(4)]
+    else:
+        # Fallback: split by whitespace and take first 4 parts
+        header_parts = header_line.split()
+        header = header_parts[:4] if len(header_parts) >= 4 else ['col1', 'col2', 'col3', 'col4']
+
+    print(f"Header: {header}")
+
+    data_lines = lines[1:]
+
+    for line in data_lines:
+        match = re.match(r'^(\d+)\s+(\d+)\s+(.*?)\s\s+(.*)$', line)
+        if match:
+            row = [match.group(1), match.group(2), match.group(3), match.group(4)]
+            data.append(row)
+
+df = pd.DataFrame(data, columns=header)
+df.to_csv(output_path, index=False)
+
+print(f"File saved to: {output_path}")
+print("Cleaned data preview:")
+print(df.head())
+print("\nDataframe Info:")
+df.info()
\ No newline at end of file
diff --git a/clean/clean_data_complix.py b/clean/clean_data_complix.py
new file mode 100644
index 0000000..2145bb7
--- /dev/null
+++ b/clean/clean_data_complix.py
@@ -0,0 +1,52 @@
+import pandas as pd
+import re
+from pathlib import Path
+
+file_path = Path('/Users/sereypanha/Documents/CodeStudy/Data_Science/ine/clean/crews.csv')
+
+output_path = file_path.parent / 'crews_cleaned.csv'
+
+data = []
+header = []
+
+with open(file_path, 'r') as f:
+    # Read all lines and filter out empty ones
+    lines = [line for line in f if line.strip()]
+
+    # Check if file has data
+    if not lines:
+        raise ValueError("File is empty or has no valid data")
+
+    # The first non-empty line is the header
+    header_line = lines[0].strip()
+
+    # Parse header based on the file format (space-separated, not comma-separated)
+    # Since this appears to be a space-separated file, not CSV
+    header_match = re.match(r'^(\S+)\s+(\S+)\s+(\S+)\s+(.*)$', header_line)
+    if header_match:
+        header = [header_match.group(1), header_match.group(2), header_match.group(3), header_match.group(4)]
+    else:
+        # Fallback: split by whitespace and take first 4 parts
+        header_parts = header_line.split()
+        header = header_parts[:4] if len(header_parts) >= 4 else ['col1', 'col2', 'col3', 'col4']
+
+    print(f"Header: {header}")
+
+    data_lines = lines[1:]
+
+    for line in data_lines:
+        match = re.match(r'^(\d+)\s+(.*?)\s+(\d+)\s+(.*)$', line.strip())
+        if match:
+            row = [match.group(1), match.group(2), match.group(3), match.group(4)]
+            data.append(row)
+
+# Create DataFrame and save to CSV in the same directory as input file
+df = pd.DataFrame(data, columns=header)
+df.to_csv(output_path, index=False)
+
+# Display results
+print(f"File saved to: {output_path}")
+print("Cleaned data preview:")
+print(df.head())
+print("\nDataframe Info:")
+df.info()
\ No newline at end of file
diff --git a/clean/print.py b/clean/print.py
new file mode 100644
index 0000000..fc9e8a0
--- /dev/null
+++ b/clean/print.py
@@ -0,0 +1,6 @@
+import pandas as pd
+pd.set_option('display.expand_frame_repr', False)
+pd.set_option('display.max_rows', None)
+pd.set_option('display.max_columns', None)
+pd.set_option('display.width', None)
+pd.set_option('display.max_colwidth', None)
diff --git a/data/action_movies.csv b/data/action_movies.csv
new file mode 100644
index 0000000..f7e8911
--- /dev/null
+++ b/data/action_movies.csv
@@ -0,0 +1,1155 @@
+movie_id,genre
+11,Action
+18,Action
+22,Action
+24,Action
+58,Action
+79,Action
+85,Action
+87,Action
+89,Action
+90,Action
+95,Action
+96,Action
+98,Action
+104,Action
+106,Action
+111,Action
+120,Action
+121,Action
+122,Action
+134,Action
+146,Action
+154,Action
+155,Action
+157,Action
+169,Action
+172,Action
+174,Action
+180,Action
+187,Action
+193,Action
+197,Action
+199,Action
+200,Action
+201,Action
+217,Action
+218,Action
+253,Action
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+268,Action
+272,Action
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+285,Action
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+306,Action
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diff --git a/data/all_deals.csv b/data/all_deals.csv
new file mode 100644
index 0000000..9e08c5a
--- /dev/null
+++ b/data/all_deals.csv
@@ -0,0 +1,10549 @@
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+10455,10456,7863,97
+10456,10457,14,30
+10457,10458,10247,10
+10458,10459,3544,24
+10459,10460,5073,36
+10460,10461,6149,3
+10461,10462,7863,7
+10462,10463,14,79
+10463,10464,10247,14
+10464,10465,3544,16
+10465,10466,5073,24
+10466,10467,6149,25
+10467,10468,7863,9
+10468,10469,14,27
+10469,10470,10247,96
+10470,10471,3544,40
+10471,10472,5073,15
+10472,10473,6149,12
+10473,10474,7863,64
+10474,10475,14,35
+10475,10476,10247,2
+10476,10477,3544,8
+10477,10478,5073,63
+10478,10479,6149,93
+10479,10480,7863,3
+10480,10481,14,26
+10481,10482,10247,10
+10482,10483,3544,5
+10483,10484,5073,72
+10484,10485,6149,67
+10485,10486,7863,9
+10486,10487,14,6
+10487,10488,10247,53
+10488,10489,3544,34
+10489,10490,5073,72
+10490,10491,6149,55
+10491,10492,7863,89
+10492,10493,14,56
+10493,10494,10247,64
+10494,10495,3544,96
+10495,10496,5073,53
+10496,10497,6149,88
+10497,10498,7863,19
+10498,10499,14,35
+10499,10500,10247,15
+10500,10501,3544,16
+10501,10502,5073,12
+10502,10503,6149,49
+10503,10504,7863,22
+10504,10505,14,53
+10505,10506,10247,90
+10506,10507,3544,2
+10507,10508,5073,1
+10508,10509,6149,14
+10509,10510,7863,81
+10510,10511,14,17
+10511,10512,10247,75
+10512,10513,3544,91
+10513,10514,5073,6
+10514,10515,6149,61
+10515,10516,7863,1
+10516,10517,14,9
+10517,10518,10247,1
+10518,10519,3544,3
+10519,10520,5073,28
+10520,10521,6149,42
+10521,10522,7863,92
+10522,10523,14,66
+10523,10524,10247,17
+10524,10525,3544,41
+10525,10526,5073,69
+10526,10527,6149,21
+10527,10528,7863,1
+10528,10529,14,0
+10529,10530,10247,66
+10530,10531,3544,5
+10531,10532,5073,8
+10532,10533,6149,24
+10533,10534,7863,48
+10534,10535,14,59
+10535,10536,10247,37
+10536,10537,3544,99
+10537,10538,5073,33
+10538,10539,6149,4
+10539,10540,7863,96
+10540,10541,14,62
+10541,10542,10247,7
+10542,10543,3544,19
+10543,10544,5073,4
+10544,10545,6149,12
+10545,10546,7863,1
+10546,10547,14,42
+10547,10548,10247,70
diff --git a/data/amir_deals.csv b/data/amir_deals.csv
new file mode 100644
index 0000000..0b4f0a7
--- /dev/null
+++ b/data/amir_deals.csv
@@ -0,0 +1,179 @@
+Unnamed: 0,product,client,status,amount,num_users
+1,ProductF,Current,Won,7389.52,19
+2,ProductC,New,Won,4493.01,43
+3,ProductB,New,Won,5738.09,87
+4,ProductI,Current,Won,2591.24,83
+5,ProductE,Current,Won,6622.97,17
+6,ProductB,New,Won,5496.27,2
+7,ProductC,Current,Won,3043.13,29
+8,ProductN,Current,Won,7340.64,13
+9,ProductF,Current,Won,6780.85,80
+10,ProductB,Current,Won,5237.24,23
+11,ProductB,Current,Won,2273.55,26
+12,ProductC,New,Lost,2480.33,6
+13,ProductD,New,Lost,4179.72,15
+14,ProductF,New,Won,4918.79,43
+15,ProductB,Current,Lost,7030.54,41
+16,ProductB,Current,Won,4599.65,12
+17,ProductD,Current,Won,5282.57,58
+18,ProductN,Current,Won,8627.20,7
+19,ProductA,Current,Won,9913.27,34
+20,ProductI,Current,Won,3220.45,45
+21,ProductF,Current,Lost,6849.12,19
+22,ProductB,Current,Won,6236.52,2
+23,ProductF,Current,Won,5226.04,82
+24,ProductA,Current,Won,1625.19,23
+25,ProductB,New,Lost,3124.62,31
+26,ProductC,New,Won,3342.35,16
+27,ProductB,Current,Lost,5701.70,53
+28,ProductB,Current,Won,4656.29,26
+29,ProductB,Current,Won,4563.53,73
+30,ProductB,Current,Lost,5867.54,1
+31,ProductC,New,Won,6151.14,66
+32,ProductB,Current,Lost,7404.46,13
+33,ProductI,Current,Won,3711.23,14
+34,ProductE,New,Lost,3706.78,3
+35,ProductA,New,Lost,5656.77,33
+36,ProductB,Current,Won,8588.35,52
+37,ProductN,Current,Won,2738.93,32
+38,ProductF,Current,Won,3357.24,53
+39,ProductB,Current,Won,2812.45,37
+40,ProductI,Current,Won,6533.16,47
+41,ProductB,Current,Won,7229.87,99
+42,ProductA,Current,Lost,5597.34,89
+43,ProductA,Current,Won,5827.35,50
+44,ProductD,Current,Won,3328.79,40
+45,ProductB,Current,Won,7085.83,17
+46,ProductB,Current,Won,8614.12,17
+47,ProductB,Current,Won,8222.62,2
+48,ProductC,Current,Lost,1548.61,65
+49,ProductC,Current,Lost,3727.66,19
+50,ProductB,Current,Won,3488.36,79
+51,ProductB,New,Lost,8325.78,74
+52,ProductB,Current,Lost,1378.80,42
+53,ProductI,New,Won,7153.77,48
+54,ProductA,Current,Won,1649.91,12
+55,ProductA,Current,Won,6010.04,24
+56,ProductI,Current,Won,1606.86,24
+57,ProductD,Current,Won,6820.84,42
+58,ProductC,Current,Lost,5411.26,17
+59,ProductB,Current,Won,6558.74,90
+60,ProductE,Current,Lost,6407.69,6
+61,ProductB,Current,Won,6251.99,2
+62,ProductD,Current,Won,6733.62,27
+63,ProductF,Current,Won,5137.67,3
+64,ProductB,Current,Won,4171.76,94
+65,ProductB,Current,Won,1640.06,59
+66,ProductB,New,Lost,2746.79,50
+67,ProductG,New,Lost,4279.60,51
+68,ProductB,Current,Won,4571.26,19
+69,ProductF,Current,Lost,4430.53,7
+70,ProductJ,New,Lost,3182.09,2
+71,ProductI,Current,Won,2588.60,51
+72,ProductA,Current,Won,5945.63,55
+73,ProductB,Current,Lost,4606.44,78
+74,ProductD,New,Lost,2723.39,42
+75,ProductD,Current,Lost,4274.80,9
+76,ProductD,Current,Won,9215.41,3
+77,ProductB,Current,Won,3950.94,39
+78,ProductB,Current,Won,6252.30,27
+79,ProductC,Current,Won,1300.89,42
+80,ProductB,Current,Won,4866.12,22
+81,ProductB,Current,Won,5430.55,38
+82,ProductB,Current,Won,2907.38,43
+83,ProductB,New,Won,5665.33,68
+84,ProductB,New,Lost,3219.33,3
+85,ProductG,Current,Lost,9062.59,24
+86,ProductB,New,Lost,4735.66,1
+87,ProductB,New,Lost,3690.75,10
+88,ProductC,Current,Won,3579.63,3
+89,ProductB,Current,Won,5276.01,82
+90,ProductB,Current,Won,3231.52,65
+91,ProductD,New,Lost,5744.26,17
+92,ProductA,Current,Won,5121.83,2
+93,ProductA,Current,Won,4509.96,92
+94,ProductB,Current,Won,4216.81,35
+95,ProductD,Current,Lost,4736.38,73
+96,ProductJ,New,Lost,4269.87,18
+97,ProductA,New,Lost,1998.75,39
+98,ProductE,Current,Lost,4823.99,35
+99,ProductF,Current,Won,1420.71,33
+100,ProductA,Current,Won,5758.67,23
+101,ProductH,Current,Won,6201.23,48
+102,ProductH,Current,Won,5116.34,63
+103,ProductD,New,Lost,1196.53,63
+104,ProductE,Current,Won,2910.08,14
+105,ProductD,Current,Won,4110.98,39
+106,ProductH,Current,Won,416.55,47
+107,ProductH,Current,Won,4547.97,13
+108,ProductH,Current,Won,9520.58,99
+109,ProductH,Current,Won,3608.69,56
+110,ProductH,Current,Won,5257.16,22
+111,ProductB,Current,Won,696.88,44
+112,ProductH,New,Lost,787.57,24
+113,ProductD,Current,Won,3727.65,12
+114,ProductB,Current,Won,3880.07,4
+115,ProductA,Current,Won,3371.70,18
+116,ProductF,Current,Lost,1664.40,58
+117,ProductB,New,Lost,5287.36,81
+118,ProductD,Current,Lost,3416.82,12
+119,ProductD,Current,Lost,5592.66,85
+120,ProductB,Current,Won,1597.44,37
+121,ProductD,Current,Lost,8180.81,96
+122,ProductB,Current,Won,4831.73,12
+123,ProductB,Current,Won,7219.99,16
+124,ProductB,Current,Lost,3021.30,1
+125,ProductC,Current,Won,482.01,65
+126,ProductC,Current,Won,4796.13,44
+127,ProductD,New,Lost,4861.06,16
+128,ProductB,Current,Won,2070.25,7
+129,ProductD,Current,Lost,4843.50,80
+130,ProductB,Current,Won,6509.25,53
+131,ProductA,Current,Won,3425.45,82
+132,ProductB,Current,Won,6872.29,25
+133,ProductB,New,Lost,4429.76,90
+134,ProductD,Current,Won,5992.86,98
+135,ProductD,Current,Won,3976.47,29
+136,ProductD,Current,Won,4814.25,67
+137,ProductB,Current,Won,2924.29,32
+138,ProductA,Current,Won,5145.01,89
+139,ProductC,Current,Won,-539.23,11
+140,ProductB,Current,Won,4566.61,9
+141,ProductB,Current,Lost,5856.18,45
+142,ProductB,Current,Won,4795.64,8
+143,ProductA,Current,Won,3847.71,17
+144,ProductA,Current,Won,5736.79,72
+145,ProductB,New,Won,3682.25,89
+146,ProductA,Current,Won,4682.94,63
+147,ProductD,Current,Lost,5560.03,68
+148,ProductD,Current,Lost,7969.67,23
+149,ProductD,Current,Won,3485.48,52
+150,ProductD,Current,Won,3415.63,36
+151,ProductD,Current,Lost,7550.60,17
+152,ProductD,Current,Won,6221.36,2
+153,ProductA,Current,Lost,9027.17,71
+154,ProductD,Current,Lost,5436.98,54
+155,ProductB,Current,Lost,6979.77,8
+156,ProductD,Current,Won,4509.53,5
+157,ProductB,Current,Won,6204.95,58
+158,ProductD,Current,Won,5817.77,5
+159,ProductA,Current,Won,4665.88,20
+160,ProductB,Current,Won,1676.09,29
+161,ProductD,Current,Lost,6690.06,60
+162,ProductD,Current,Won,4837.09,31
+163,ProductD,Current,Won,6755.66,59
+164,ProductC,Current,Won,7202.17,31
+165,ProductF,New,Won,7576.35,29
+166,ProductB,Current,Lost,4371.48,6
+167,ProductC,New,Lost,3779.86,11
+168,ProductB,Current,Won,4965.08,9
+169,ProductA,Current,Won,8448.77,8
+170,ProductD,Current,Lost,2101.18,5
+171,ProductD,Current,Lost,8031.36,59
+172,ProductD,Current,Won,1340.15,66
+173,ProductD,Current,Lost,3086.88,55
+174,ProductA,Current,Lost,5835.32,23
+175,ProductD,Current,Won,6377.50,12
+176,ProductD,Current,Won,3537.61,28
+177,ProductA,Current,Won,6448.07,34
+178,ProductD,New,Lost,7320.05,72
\ No newline at end of file
diff --git a/data/austin_weather.csv b/data/austin_weather.csv
new file mode 100644
index 0000000..99d5f94
--- /dev/null
+++ b/data/austin_weather.csv
@@ -0,0 +1,13 @@
+STATION,NAME,MLY-CLDD-BASE45,MLY-CLDD-BASE50,MLY-CLDD-BASE55,MLY-CLDD-BASE57,MLY-CLDD-BASE60,MLY-CLDD-BASE70,MLY-CLDD-BASE72,MLY-CLDD-NORMAL,MLY-DUTR-NORMAL,MLY-DUTR-STDDEV,MLY-GRDD-BASE40,MLY-GRDD-BASE45,MLY-GRDD-BASE50,MLY-GRDD-BASE55,MLY-GRDD-BASE57,MLY-GRDD-BASE60,MLY-GRDD-BASE65,MLY-GRDD-BASE70,MLY-GRDD-BASE72,MLY-GRDD-TB4886,MLY-GRDD-TB5086,MLY-HTDD-BASE40,MLY-HTDD-BASE45,MLY-HTDD-BASE50,MLY-HTDD-BASE55,MLY-HTDD-BASE57,MLY-HTDD-BASE60,MLY-HTDD-NORMAL,MLY-PRCP-25PCTL,MLY-PRCP-50PCTL,MLY-PRCP-75PCTL,MLY-PRCP-AVGNDS-GE001HI,MLY-PRCP-AVGNDS-GE010HI,MLY-PRCP-AVGNDS-GE050HI,MLY-PRCP-AVGNDS-GE100HI,MLY-PRCP-NORMAL,MLY-TAVG-NORMAL,MLY-TAVG-STDDEV,MLY-TMAX-AVGNDS-GRTH040,MLY-TMAX-AVGNDS-GRTH050,MLY-TMAX-AVGNDS-GRTH060,MLY-TMAX-AVGNDS-GRTH070,MLY-TMAX-AVGNDS-GRTH080,MLY-TMAX-AVGNDS-GRTH090,MLY-TMAX-AVGNDS-GRTH100,MLY-TMAX-AVGNDS-LSTH032,MLY-TMAX-NORMAL,MLY-TMAX-STDDEV,MLY-TMIN-AVGNDS-LSTH000,MLY-TMIN-AVGNDS-LSTH010,MLY-TMIN-AVGNDS-LSTH020,MLY-TMIN-AVGNDS-LSTH032,MLY-TMIN-AVGNDS-LSTH040,MLY-TMIN-AVGNDS-LSTH050,MLY-TMIN-AVGNDS-LSTH060,MLY-TMIN-AVGNDS-LSTH070,MLY-TMIN-NORMAL,MLY-TMIN-PRBOCC-LSTH016,MLY-TMIN-PRBOCC-LSTH020,MLY-TMIN-PRBOCC-LSTH024,MLY-TMIN-PRBOCC-LSTH028,MLY-TMIN-PRBOCC-LSTH032,MLY-TMIN-PRBOCC-LSTH036,MLY-TMIN-STDDEV,MONTH
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,190,103,50,35,18,1,-7777,5,25.8,3.9,308,190,103,50,35,18,5,1,-7777,244,214,22,59,128,229,277,353,495,0.83,1.48,2.76,7.2,3.9,1.2,0.8,2.20,49.2,3.0,299,25.8,185,90,8,0.0,0.0,0.1,62.1,4.1,0.0,1,15,11.9,203,275,302,310,36.3,298,570,839,967,997,1000,2.9,Jan
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,228,132,68,49,29,3,1,11,25.3,3.8,349,228,132,68,49,29,11,3,1,262,231,10,29,73,148,186,250,373,1.00,2.00,3.23,6.9,3.2,1.2,0.3,2.31,52.1,3.4,273,25.3,195,99,17,0.1,0.0,0.1,64.8,4.6,0.0,0,4,7.9,152,239,264,280,39.4,103,327,614,867,973,999,3.2,Feb
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,446,306,185,146,98,13,6,42,25.2,2.7,596,446,306,185,146,98,42,13,6,428,385,1,6,21,55,77,123,222,1.68,2.61,3.82,9.7,4.5,1.9,0.9,2.78,59.2,3.1,310,30.5,275,194,56,0.2,0.0,0.0,71.8,3.1,0.0,0,1,2.2,96,198,270,308,46.6,10,73,242,494,761,928,3.6,Mar
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,668,519,373,318,240,53,32,130,25.1,4.0,817,668,519,373,318,240,130,53,32,594,543,-7777,-7777,2,6,10,22,63,0.91,1.68,3.04,6.5,3.9,1.2,0.3,2.27,67.3,2.9,300,29.9,296,277,167,1.3,0.2,0.0,79.8,2.8,0.0,0,0,0.2,26,99,193,287,54.7,0,0,0,48,189,453,4.1,Apr
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,936,781,626,564,471,181,134,319,23.0,2.3,1091,936,781,626,564,471,319,181,134,804,744,0,0,0,-7777,-7777,-7777,3,1.73,3.85,6.12,6.2,3.9,1.8,1.0,4.05,75.2,2.4,310,31.0,310,309,273,9.3,0.0,0.0,86.7,2.8,0.0,0,0,0.0,1,15,89,250,63.7,0,0,0,0,0,0,2.5,May
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,1081,931,781,721,631,331,272,481,22.3,2.8,1231,1081,931,781,721,631,481,331,272,894,834,0,0,0,0,0,0,-7777,2.28,3.68,6.65,6.6,4.7,2.7,1.2,4.63,81.0,2.2,300,30.0,300,300,297,20.6,1.4,0.0,92.2,3.2,0.0,0,0,0.0,0,0,5,158,69.9,0,0,0,0,0,0,1.9,Jun
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,1192,1037,882,820,727,417,355,572,23.5,3.1,1347,1192,1037,882,820,727,572,417,355,955,893,0,0,0,0,0,0,0,0.97,2.21,3.20,6.9,4.8,1.7,0.8,2.44,83.4,1.9,310,31.0,310,310,308,26.7,5.6,0.0,95.2,3.2,0.0,0,0,0.0,0,0,0,83,71.7,0,0,0,0,0,0,1.3,Jul
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,1199,1044,889,827,735,425,363,580,24.9,1.8,1354,1199,1044,889,827,735,580,425,363,948,886,0,0,0,0,0,0,0,0.74,1.74,2.58,5.6,3.4,1.5,0.5,2.03,83.7,1.6,310,31.0,310,310,307,28.9,4.9,0.0,96.1,2.3,0.0,0,0,0.0,0,0,2,92,71.3,0,0,0,0,0,0,1.4,Aug
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,985,835,685,625,536,246,193,388,25.1,3.2,1136,985,835,685,625,536,388,246,193,813,754,0,0,-7777,-7777,-7777,-7777,2,0.77,1.95,4.06,5.8,4.0,1.5,0.9,2.54,77.8,2.0,300,30.0,300,298,278,16.8,1.3,0.0,90.4,2.6,0.0,0,0,0.0,0,11,57,226,65.3,0,0,0,0,0,0,2.5,Sep
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,745,591,438,379,295,83,56,175,26.4,4.8,901,745,591,438,379,295,175,83,56,649,595,0,-7777,-7777,3,5,15,49,1.57,3.15,6.50,7.1,4.8,2.2,1.4,4.24,69.0,1.9,310,31.0,308,286,202,5.3,0.0,0.0,82.2,2.3,0.0,0,0,0.0,16,96,199,284,55.9,0,0,3,25,96,264,3.7,Oct
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,412,281,172,136,91,12,7,38,25.8,3.3,555,412,281,172,136,91,38,12,7,403,362,1,8,28,68,92,137,234,1.04,2.56,3.78,7.1,3.6,1.6,0.7,2.94,58.4,2.9,299,29.2,258,180,65,0.1,0.0,0.0,71.4,3.7,0.0,0,1,3.2,102,198,269,297,45.5,2,46,216,530,819,969,2.9,Nov
+USW00013904,AUSTIN BERGSTROM INTERNATIONAL AIRPORT TX US,208,119,63,47,29,2,1,10,26.4,3.6,335,208,119,63,47,29,10,2,1,268,234,13,40,106,205,251,326,462,0.51,0.91,2.96,6.6,3.2,1.4,0.4,2.21,50.4,3.5,304,28.5,194,96,16,0.0,0.0,0.0,63.6,3.8,0.0,0,1,11.5,206,271,300,309,37.2,246,499,777,941,991,999,4.0,Dec
\ No newline at end of file
diff --git a/data/bac.csv b/data/bac.csv
new file mode 100644
index 0000000..03c69bd
--- /dev/null
+++ b/data/bac.csv
@@ -0,0 +1,18 @@
+date_time,close
+2017-11-17 15:35:17,26.552
+2017-11-17 15:40:06,26.552
+2017-11-17 15:45:05,26.388
+2017-11-17 15:50:34,26.378
+2017-11-17 15:55:06,26.383
+2017-11-17 16:00:18,26.452
+2017-11-17 16:05:20,26.373
+2017-11-17 16:10:05,26.388
+2017-11-17 16:15:07,26.369
+2017-11-17 16:20:29,26.388
+2017-11-17 16:25:00,26.467
+2017-11-17 16:30:18,26.482
+2017-11-17 16:35:08,26.492
+2017-11-17 16:40:46,26.527
+2017-11-17 16:45:55,26.522
+2017-11-17 16:50:05,26.547
+2017-11-17 16:55:02,26.567
\ No newline at end of file
diff --git a/pandas/data/bestsellers.csv b/data/bestsellers.csv
similarity index 100%
rename from pandas/data/bestsellers.csv
rename to data/bestsellers.csv
diff --git a/data/bitcoin_data.csv b/data/bitcoin_data.csv
new file mode 100644
index 0000000..cb85906
--- /dev/null
+++ b/data/bitcoin_data.csv
@@ -0,0 +1,453 @@
+Timestamp,Open,High,Low,Close,Volume (BTC),Volume (Currency),Weighted Price
+1/1/17 0:00,966.34,1005,960.53,997.75,6850.59,6764742.06,987.47
+1/2/17 0:00,997.75,1032,990.01,1012.54,8167.38,8273576.99,1013
+1/3/17 0:00,1011.44,1039,999.99,1035.24,9089.66,9276500.31,1020.56
+1/4/17 0:00,1035.51,1139.89,1028.56,1114.92,21562.46,23469644.96,1088.45
+1/5/17 0:00,1114.38,1136.72,885.41,1004.74,36018.86,36211399.53,1005.35
+1/6/17 0:00,1004.73,1026.99,871,893.89,27916.7,25523261.28,914.26
+1/7/17 0:00,894.02,907.05,812.28,906.2,20401.11,17624310.02,863.89
+1/8/17 0:00,906.2,941.81,881.3,909.75,8937.49,8168170.35,913.92
+1/9/17 0:00,909.8,912.87,875,896.23,8716.18,7780059.06,892.6
+1/10/17 0:00,896.09,912.47,889.41,905.05,8535.52,7704271.2,902.61
+1/11/17 0:00,905.24,918.4,755,778.62,35893.77,29459968.9,820.75
+1/12/17 0:00,778.7,832.99,751.34,807.47,17400.14,13632251.44,783.46
+1/13/17 0:00,807.51,831.4,775,825.86,11409.52,9224729.89,808.51
+1/14/17 0:00,825.98,837.76,810,818.27,6614.72,5470214.99,826.98
+1/15/17 0:00,819.52,823.45,808,821.86,4231.46,3455365.87,816.59
+1/16/17 0:00,821.86,835,818.09,831.81,6166.04,5107031.21,828.25
+1/17/17 0:00,831.76,908.5,827,905.99,12264.17,10775497.86,878.62
+1/18/17 0:00,905.95,915.99,851.74,887.7,11181.9,9830117.65,879.11
+1/19/17 0:00,887.69,910,878.89,901.01,11094.6,9929647.2,895
+1/20/17 0:00,902.23,902.43,880,895.8,6618.63,5915865.49,893.82
+1/21/17 0:00,895.81,928,895,921.98,5865.63,5373391.08,916.08
+1/22/17 0:00,921.98,937.74,886.76,923.76,7166.67,6569177.19,916.63
+1/23/17 0:00,923.75,927.57,913.21,913.52,3514.74,3234454.3,920.25
+1/24/17 0:00,913.15,923,881.48,885.47,9405.05,8495975.46,903.34
+1/25/17 0:00,885.47,904.01,884.5,893.43,5291.55,4725942.37,893.11
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+1/28/17 0:00,918.02,920.99,913.08,918.6,1175.86,1078884.52,917.53
+1/29/17 0:00,918.6,919.99,910.45,912.01,1349.01,1234746.08,915.29
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+1/31/17 0:00,919.99,970,917.5,963.99,9507.1,9024041.55,949.19
+2/1/17 0:00,963.99,986.96,962,983.67,6954.4,6748543.97,970.4
+2/2/17 0:00,983.79,1011.65,973.12,1009.17,8269.68,8222686.79,994.32
+2/3/17 0:00,1009.15,1022.64,987.01,1016.99,10928.02,11029881.3,1009.32
+2/4/17 0:00,1015.06,1044.23,1004,1033.18,5752.29,5884560.6,1022.99
+2/5/17 0:00,1033.72,1034.6,1004.7,1011.07,4348.17,4417546.51,1015.96
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+2/11/17 0:00,995.49,1020,987.62,1012.4,4472.51,4509154.73,1008.19
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+2/13/17 0:00,1000.73,1007.89,975.1,1000.79,4547.26,4522130.78,994.47
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\ No newline at end of file
diff --git a/data/biz_owners.csv b/data/biz_owners.csv
new file mode 100644
index 0000000..28a07a7
--- /dev/null
+++ b/data/biz_owners.csv
@@ -0,0 +1,21353 @@
+number,account,first_name,last_name,title
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+1575,19796,JAROSLAW,MALINOWSKI,SECRETARY
+1576,19818,NaN,NaN,MEMBER
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+2734,216807,JACKOB,PASTOR,INDIVIDUAL
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+2984,219827,MICHELLE,GOMEZ,PRESIDENT
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+2986,219836,ANTHONY,ALMAGUER,VICE PRESIDENT
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+2997,219916,MARIA,TOLENTO,SPOUSE
+2998,219916,ROBERT,TOLENTO,SOLE PROPRIETOR
+2999,219937,ELIO,ERRAEZ,SECRETARY
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+3017,220242,SOON,CHON,SOLE PROPRIETOR
+3018,22026,PHUNG,MAI,SOLE PROPRIETOR
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+3021,220288,FAISAL,MUKHI,PRESIDENT
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+3023,220303,REYNALDO,RIOS,SOLE PROPRIETOR
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+3046,220495,MIRSO,DRAGOVIC,TREASURER
+3047,220495,KRZYSZTOF,NOWAK,PRESIDENT
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+3408,23261,JULIO,ORTIZ,SOLE PROPRIETOR
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+3412,23274,CECILIA,TORRES,SECRETARY
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+3787,245253,AHMAD,SHABAN,SECRETARY
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+3790,245307,PETER,LE,SOLE PROPRIETOR
+3791,245322,JENNIFER,DUBOWSKY,SOLE PROPRIETOR
+3792,245323,MICHELLE,JACKSON,PRESIDENT
+3793,245349,ARLILIEN,BYRD,SOLE PROPRIETOR
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+3795,245357,IMEOBONG,USORO,SOLE PROPRIETOR
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+3798,24536,ALONZO,BELL,VICE PRESIDENT
+3799,245361,CHRISTINA,SPINELLE,PRESIDENT
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+3801,245397,JOSE,NIEVES,SOLE PROPRIETOR
+3802,245413,MARK,CAMILLERI,SECRETARY
+3803,245413,MARK,CAMILLERI,PRESIDENT
+3804,24545,JOHN,LOSCH,SOLE PROPRIETOR
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+3993,246995,KEVIN,GALLAGHER,VICE PRESIDENT
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+3995,246995,ANTOINETTE,GALLAGHER,SECRETARY
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+4005,247146,Martha,Gomez,PRESIDENT
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+4007,24717,CEOLA,CHEATHAM,SOLE PROPRIETOR
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+4010,247196,Ruben,Cervantes,SOLE PROPRIETOR
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+4012,24721,RONALD,SCHILLACI,PRESIDENT
+4013,247213,SOO,KIM,SOLE PROPRIETOR
+4014,247221,MAJDI,SHEIKH ALI,SOLE PROPRIETOR
+4015,24723,BRUCE,WILKENS,PRESIDENT
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+4019,247284,NaN,NaN,PRESIDENT
+4020,247287,RAAD,ALOTBI,SOLE PROPRIETOR
+4021,24730,AZIZ,KHAN,PRESIDENT
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+4024,247372,ANTONIO,DIMAS,SOLE PROPRIETOR
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+4028,247380,MELANIA,PASER,INDIVIDUAL
+4029,247384,HASBBIN,SUGHAYYER,PRESIDENT
+4030,247403,IVAN,SOLIS,PRESIDENT
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+4058,247570,KHALID,AWAD,INDIVIDUAL
+4059,24760,LAJUNE,JONES,SOLE PROPRIETOR
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+4082,247851,JOSEPH,HARRIS,MANAGING MEMBER
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+4084,247942,ION,FARCAS,SOLE PROPRIETOR
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+4091,248,JEUN,SON,OTHER
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+4094,248021,ANNA,MUNUNI,PARTNER
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+4097,248049,RICHARD,SEIDEL,SECRETARY
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+4099,248110,CATHY,PARK,SECRETARY
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+4102,248139,NICHELLE,WEATHERS,PRESIDENT
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+4112,24829,MINDY,SULLIVAN,VICE PRESIDENT
+4113,24829,MELISSA,SULLIVAN,SECRETARY
+4114,248291,KIMBERLY,NGUYEN,SOLE PROPRIETOR
+4115,248311,JOHN,IWEMA,SECRETARY
+4116,24832,JOHN,BERG,PRESIDENT
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+4119,248389,BERNARD,SHIPPER,VICE PRESIDENT
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+4121,248398,ANNA,DZIUBINSKA,PRESIDENT
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+4123,248426,BIORELA,DOMINQUEZ,SECRETARY
+4124,24845,LORI,NEVA,TREASURER
+4125,24845,STANLEY,NEVA,PRESIDENT
+4126,24845,LORI,NEVA,SECRETARY
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+4129,248454,BRANDI,MORANDI,SECRETARY
+4130,248454,KEITH,TAYLOR,VICE PRESIDENT
+4131,248482,DAVID,WAGENAAR,SECRETARY
+4132,248482,SUSAN,WAGENAAR,PRESIDENT
+4133,24849,MASHHOUR,DUKUM,SOLE PROPRIETOR
+4134,248498,MARQUERITE,TULLY,DIRECTOR
+4135,248498,LOIS,WEISBERG,PRESIDENT
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+4141,24854,ROCHELLE,ROGOWIN,SECRETARY
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+4146,248570,ERIC,HSUEH,VICE PRESIDENT
+4147,248630,DIANE,FOUNTAIN,SOLE PROPRIETOR
+4148,248640,MALEK,AL MASSAD,SECRETARY
+4149,248640,KHALED,ABU-SAFIEH,PRESIDENT
+4150,248644,KIDST,ABEBE,SOLE PROPRIETOR
+4151,248649,Monica,Ortiz,INDIVIDUAL
+4152,248665,YUPEI,PWNG,PRESIDENT
+4153,248667,SIBI,KADALIMATTOM,PRESIDENT
+4154,248679,FLETCHER,JONEE,MANAGING MEMBER
+4155,248682,NaN,NaN,MEMBER
+4156,248682,J.,SULLIVAN,MEMBER
+4157,248683,J.,SULLIVAN,MEMBER
+4158,248683,NaN,NaN,MEMBER
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+4160,24872,ANTONIO,MANGIULLO,SECRETARY
+4161,248728,NORMA,PALACIOS,INDIVIDUAL
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+4169,248788,RUBY,ALI,SECRETARY
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+4171,248788,SAJID,ALI,PRESIDENT
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+4177,248815,VANESSA,KING,PRESIDENT
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+4184,24923,YAKOV,GRINSHPUN,PRESIDENT
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+4187,24935,ALFRED,KLAIRMONT,VICE PRESIDENT
+4188,24939,RAUL,MARTINEZ,SOLE PROPRIETOR
+4189,24942,ANTONIO,FLORES,OTHER
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+4191,249666,ANDREW,ADZIWONSKI,PRESIDENT
+4192,249673,ROMULUS,GHERMAN,SOLE PROPRIETOR
+4193,249676,ROGER,SUEKAMA,PRESIDENT
+4194,249676,KAZUKO,FUJISHIMA,SECRETARY
+4195,249677,ELSA,MENDEZ,INDIVIDUAL
+4196,24969,Business,Owner,OTHER
+4197,249696,MARTIN,OLIVARES,SOLE PROPRIETOR
+4198,249706,FELIPE,ROSAS,OTHER
+4199,24974,FRED,KUJAWSKI,PRESIDENT
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+4209,249858,MERCADO,BALTAZAR,INDIVIDUAL
+4210,249886,JOSE,CARDENAS,SOLE PROPRIETOR
+4211,24995,MICHAEL,GRESIGRESKO,PRESIDENT
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+4215,249964,SUDHIR,NAKUM,PRESIDENT
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+4220,24998,HARVEY,ABRAMS,PRESIDENT
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+4242,250535,CATHERINE,GRIFFIN,SECRETARY
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+4244,250547,LORRIANE,DIMUN,MANAGER
+4245,250547,PATRICIA,BARRETTO,PRESIDENT
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+4259,250732,DOROTHY,BROWN,INDIVIDUAL
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+4265,250852,ANNA,FRIEDMAN,PARTNER
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+4300,25109,LAWRENCE,CASSI,SOLE PROPRIETOR
+4301,251133,ANTHONY,BEY,SOLE PROPRIETOR
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+4317,251246,BRYAN,KALTENBACH,VICE PRESIDENT
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+4353,251546,ELNORA,EVANS,SOLE PROPRIETOR
+4354,25157,ANNABELLE,STILLER,PRESIDENT
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+4379,251776,VICENTA,BAHENA,PRESIDENT
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+4381,251798,DAVID,CHAVEZ,SOLE PROPRIETOR
+4382,251811,SLAYNA,STEINBERG,VICE PRESIDENT
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+4408,252091,KYONG,PARK,SOLE PROPRIETOR
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+4413,252141,JANINA,BRYNIARSKA,SOLE PROPRIETOR
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+4417,252181,JORGE,PERALTA,PRESIDENT
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+4423,252223,JOSEPH,GRILLO,VICE PRESIDENT
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+4426,252244,GRAEME,MCWHIRTER,VICE PRESIDENT
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+4430,252270,ANWER,GHANI,SOLE PROPRIETOR
+4431,252271,NIMAN,IHMUD,PRESIDENT
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+4438,252300,HYEOK,LEE,SOLE PROPRIETOR
+4439,252306,DIANA,ANAYA,TREASURER
+4440,252306,TAIDE,VILLASENOR,PRESIDENT
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+4442,252387,IRMA,TORRES,SOLE PROPRIETOR
+4443,252390,PARFAIT,MOUKIAMA,OTHER
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+4445,252409,SHOIB,HASAN,PRESIDENT
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+4448,252434,REFUGIO,CORRAL,SOLE PROPRIETOR
+4449,252444,ABE,LULU,PRESIDENT
+4450,252444,ABE,LULU,SECRETARY
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+4454,252481,SHYCOLE,WALKER,VICE PRESIDENT
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+4458,252584,LUIS,ALVAREZ-MAYA,PRESIDENT
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+4460,252591,JESUS,SINCHI,SOLE PROPRIETOR
+4461,252607,KAZMIERZ,KRUPA,PRESIDENT
+4462,252607,RAFAL,ZABORSKI,SECRETARY
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+4465,25262,LEO,KRUSS,SHAREHOLDER
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+4469,25264,SEAN,SUSSMAN,VICE PRESIDENT
+4470,25264,AARON,SUSSMAN,TREASURER
+4471,25264,MARSHALL,SUSSMAN,PRESIDENT
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+4477,252672,AURELIO,GONZALEZ,SECRETARY
+4478,25270,SIDNEY,GROBAN,SECRETARY
+4479,25270,RAYMOND,GROBAN,PRESIDENT
+4480,252730,JOE,OLIVERI,SOLE PROPRIETOR
+4481,25275,JOZEF,NOWAK,SECRETARY
+4482,25275,JOZEF,NOWAK,PRESIDENT
+4483,252770,TUKEITHA,SYLVERS,SPOUSE
+4484,252770,PAUL,SYLVERS,SOLE PROPRIETOR
+4485,252788,STACY,WHITECLOUD,PRESIDENT
+4486,252793,ANDREW,MILLER,MANAGING MEMBER
+4487,252831,SILVIA,CARVAJAL,SOLE PROPRIETOR
+4488,25285,HARRY,WYNBRANDT,SECRETARY
+4489,25285,PETER,WYNBRANDT,PRESIDENT
+4490,252850,DAVID,NUNN,PARTNER
+4491,252850,MARILYN,NUNN,PARTNER
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+4494,252852,VISHAL,SHAH,SECRETARY
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+4498,252885,LOUIS,SENESE,VICE PRESIDENT
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+4505,252896,Michael,Downing,VICE PRESIDENT
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+4507,25290,KURT,KNAACK,PRESIDENT
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+4509,252963,DENISE,NACU,SECRETARY
+4510,252963,WINFRED,NACU,MANAGING MEMBER
+4511,253010,ROGER,HILL,PRESIDENT
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+4513,253011,LA TANYA,FOSTER-THOMAS,INDIVIDUAL
+4514,253012,HENRY,SAWYER,PRESIDENT
+4515,253015,SAMUSIDEEN,GIWA,SOLE PROPRIETOR
+4516,253033,ANGELO,MOULOPOULOS,PRESIDENT
+4517,253050,Rosalinda,Macedo,SOLE PROPRIETOR
+4518,253052,RALPH,FASANO,PRESIDENT
+4519,253052,JEFFREY,WORTH,SECRETARY
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+4522,253086,Evelyn,Reynolds,DIRECTOR
+4523,253114,MARIA,VACA,SOLE PROPRIETOR
+4524,253116,James,Nowoc,SECRETARY
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+4527,25312,LUCY,PRATT,SECRETARY
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+4530,253184,PATRICIA,FOX,SOLE PROPRIETOR
+4531,25321,JAMES,SOMMER,PRESIDENT
+4532,25321,Lucille,Sommer,SECRETARY
+4533,253236,JOANN,DEANGELO,PRESIDENT
+4534,25326,MARTIN,JACOBSON,PRESIDENT
+4535,25326,CRAIG,JACOBSON,SECRETARY
+4536,253266,THOMAS,MORALES-GAUNT,SECRETARY
+4537,253291,MARK,LENZEN,VICE PRESIDENT
+4538,253291,RAYMOND,FINK,PRESIDENT
+4539,253291,DIANE,SCHWITZ,OTHER
+4540,253298,GERARDO,LOPEZ,SOLE PROPRIETOR
+4541,253314,CHRISTOPHER,PAQUETTE,SOLE PROPRIETOR
+4542,253318,Rosa,Saenz,SOLE PROPRIETOR
+4543,25334,JEFFERY,KERNIS,SECRETARY
+4544,25334,NORMAN,KERNIS,PRESIDENT
+4545,253364,LARRY,GILBERT,MANAGING MEMBER
+4546,253364,HELEN,SHERMAN,MANAGING MEMBER
+4547,253364,JERRY,GILBERT,MANAGING MEMBER
+4548,253399,EVA,VIDAL,SECRETARY
+4549,253399,MARTIN,HERNANDEZ,PRESIDENT
+4550,253411,PORTER,MYRICK,PRESIDENT
+4551,253411,LAWRENCE,TRAVIS,SECRETARY
+4552,253423,EMAD,RIHAN,SOLE PROPRIETOR
+4553,253428,PAUL,EARLE,PRESIDENT
+4554,253428,DAVID,KUIPERS,OTHER
+4555,253428,MARK,THOMANN,CEO
+4556,253469,JESUS,HERNANDEZ,PRESIDENT
+4557,25347,ANTHONY,MAFFIA,CEO
+4558,25347,GERALD,WEBER,SECRETARY
+4559,25347,Joseph,Maffia,PRESIDENT
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+4562,25351,THOMAS,CRONIN,PRESIDENT
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+4564,253517,MELINEH,KANO,DIRECTOR
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+4566,253517,ALAN,KHALIL,TREASURER
+4567,253539,WAZIRALI,LADHANI,PRESIDENT
+4568,253539,MOHAMMAD,BHARWANI,SECRETARY
+4569,253552,KERRY,GIVEN,SOLE PROPRIETOR
+4570,253572,SYLVAIN,NORTON,VICE PRESIDENT
+4571,253572,ROGER,DUCHESNE,VICE PRESIDENT
+4572,253572,LARRY,MCKEOWN,SECRETARY
+4573,253572,KEN,SIMRIL,PRESIDENT
+4574,253617,JOSE,LOZANO,SOLE PROPRIETOR
+4575,253635,CHRISTY,BAILEY,SOLE PROPRIETOR
+4576,253657,PAUL,KAHAN,SECRETARY
+4577,253657,DONALD,GIANFRANCISCO,PRESIDENT
+4578,253657,EDUARD,SEITAN,VICE PRESIDENT
+4579,253673,HYESOOK,LEE,SOLE PROPRIETOR
+4580,25369,RONALD,ASMOY,PRESIDENT
+4581,25369,CHARLENE,SMOY,SECRETARY
+4582,253703,SAMIR,ALWAN,SECRETARY
+4583,253703,SAMIR,ALWAN,PRESIDENT
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+5383,262087,DAOUDA,LAWANI,SOLE PROPRIETOR
+5384,262110,AZIM,HEMANI,SECRETARY
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+5388,26213,MICHAEL,LACOCO,OTHER
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+5391,262169,HUMBERTO,OROZCO,SOLE PROPRIETOR
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+5393,262200,ROBERT,LEVIN,SECRETARY
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+5395,262250,DUY,PHAN,SOLE PROPRIETOR
+5396,262290,JESUS,MARTINEZ,INDIVIDUAL
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+5398,262324,RUTH,GARAY,PRESIDENT
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+5401,262341,BELYNDA,HOLLIDAY,SOLE PROPRIETOR
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+5412,262366,NaN,NaN,SHAREHOLDER
+5413,262383,ASHTON,HERMAN,SOLE PROPRIETOR
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+5417,262494,ASHRAF,VIRANI,PRESIDENT
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+5423,262541,NaN,NaN,MANAGING MEMBER
+5424,262541,NaN,NaN,MEMBER
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+5427,262630,ELISEO,CUEVAS,SOLE PROPRIETOR
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+5432,262696,RAJAN,JOHN,PRESIDENT
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+5438,26275,JANE,HUGHES,TREASURER
+5439,26275,JANE,HUGHES,SECRETARY
+5440,262764,MICHAEL,KOPACH,VICE PRESIDENT
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+5442,262770,JUANA,MARTINEZ,VICE PRESIDENT
+5443,262770,ROBERTO,MARTINEZ,PRESIDENT
+5444,262770,ROBERTO,MARTINEZ,SECRETARY
+5445,262804,AKSHAY,THAKER,MEMBER
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+5447,262817,HASAN,ALZAMIT,PRESIDENT
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+5449,262830,SUSAN,JETT,VICE PRESIDENT
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+5451,262830,BRIAN,BLALOCK,SECRETARY
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+5458,262875,MICHAEL,VIOLA,TREASURER
+5459,262875,PAULA,ANDERSON,SECRETARY
+5460,262876,LAUREN,PIETRATETTA,MEMBER
+5461,262876,MATTHEW,PIETRATETTA,MEMBER
+5462,262919,ROBERT,MLYNARSKI,MANAGING MEMBER
+5463,262919,JAMES,MAHONEY,MANAGING MEMBER
+5464,26297,MAUREEN,KLUMP,PRESIDENT
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+5467,262991,SCOTT,BOWDISH,SECRETARY
+5468,262991,JEFFREY,SVIHLIK,VICE PRESIDENT
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+5470,263001,MICHAEL,LAMENDELLA,SECRETARY
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+5472,26302,VICKIE,TEETERS,SECRETARY
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+5477,263071,RONALD,KRISIK,SECRETARY
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+5479,263086,WILLIAM,TORTORELLO,PRESIDENT
+5480,263227,HASAN,TAHIR,PRESIDENT
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+5483,263274,ANTONELLA,FRANGELLA-QUINN,SOLE PROPRIETOR
+5484,263317,GUOPING,SUI,SECRETARY
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+5486,263381,ADRIAN,PERKINS,INDIVIDUAL
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+5490,26340,EUGENIA,FUNTEAS,SECRETARY
+5491,263401,KAUSHIK,MEHTA,PRESIDENT
+5492,263460,JAMES,FLOWERS,MANAGING MEMBER
+5493,263460,JOSEPH,LANDENWICH,MANAGING MEMBER
+5494,263460,JOEL,DAY,MANAGING MEMBER
+5495,263480,MARIA,AGUILLAR,SOLE PROPRIETOR
+5496,263491,ALDONA,DUDEK,SOLE PROPRIETOR
+5497,263501,MOHAMMAD,YAQOOB,PRESIDENT
+5498,263530,PAUL,HANSEN,SECRETARY
+5499,263530,PAUL,HANSEN,PRESIDENT
+5500,26354,JOHN,JOYCE,PRESIDENT
+5501,26354,MICHAEL,JOYCE,VICE PRESIDENT
+5502,263547,KHALED,SALEH,SOLE PROPRIETOR
+5503,263570,CHARLES,CHOI,PRESIDENT
+5504,263570,CHARLES,CHOI,SECRETARY
+5505,263576,HONGNHAN,TRUONG,INDIVIDUAL
+5506,263628,JOHN,BUCK II,PRESIDENT
+5507,263628,SHERRI,DAVIS,SECRETARY
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+5509,263641,SUNNY,JOHN,PRESIDENT
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+5511,263658,JAE,CHUNG,VICE PRESIDENT
+5512,26366,SUSAN,GOMBERG,SOLE PROPRIETOR
+5513,263670,FADHL,AHMED,SOLE PROPRIETOR
+5514,263683,HUDNIYEH,HASAN,PRESIDENT
+5515,263683,AZMI,YOUSEF,SECRETARY
+5516,263697,JOHN,TZORTZIS,VICE PRESIDENT
+5517,263697,HOWARD,GOULD,SECRETARY
+5518,263697,HOWARD,GOULD,PRESIDENT
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+5523,26372,THEODORE,POULOS,PRESIDENT
+5524,26372,MICHAEL,POULOS,SECRETARY
+5525,263721,JENNIFER,CIHAK,SOLE PROPRIETOR
+5526,263729,DANIEL,SCOTT,SECRETARY
+5527,263729,DAN,ALTBACH,PRESIDENT
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+5529,26376,BEBE,KISTINGER,SECRETARY
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+5535,263878,HOWARD,FRIEDMAN,SECRETARY
+5536,263878,HOWARD,ALTMAN,PRESIDENT
+5537,263881,JASON,BOROSTAHL,PRESIDENT
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+5540,263900,NaN,NaN,MEMBER
+5541,263901,DANNY,JOHNSON,SOLE PROPRIETOR
+5542,263908,KARIM,ABDELURUHMAN,PRESIDENT
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+5545,263938,JUAN,BELLO,SOLE PROPRIETOR
+5546,263943,ELSIE,VAZQUEZ,SOLE PROPRIETOR
+5547,264,ANDRES,SOLIS,PRESIDENT
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+5550,264006,JASON,KRIEGER,PRESIDENT
+5551,264014,PATRICIA,MATOS,SOLE PROPRIETOR
+5552,26403,FRANK,ZEMAN,SECRETARY
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+5558,264110,BING,LAU,SECRETARY
+5559,264115,HANI,SALAMA,SOLE PROPRIETOR
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+5561,26412,DANIEL,BARNES,SECRETARY
+5562,264163,HORACIO,RESENDEZ,SOLE PROPRIETOR
+5563,264164,DO WON,CHANG,CEO
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+5565,264164,JIN,CHANG,OTHER
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+5567,264186,SAFIUDIN,ALIU,SOLE PROPRIETOR
+5568,26421,enrique,ruiz,SHAREHOLDER
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+5571,264251,SALEH,ELHAIDERI,SECRETARY
+5572,264255,MARIA,DOMINGUEZ,SOLE PROPRIETOR
+5573,264257,HUSSEIN,SALEH,PRESIDENT
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+5581,26429,ROBERT,KELLER,PRESIDENT
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+5584,264337,SUNG,KIM,SOLE PROPRIETOR
+5585,264354,ZENAIDO,ROMAN,PRESIDENT
+5586,264354,CRISOFORO,PANCHI,SECRETARY
+5587,264405,LUCIANO,DUARTE,SOLE PROPRIETOR
+5588,264414,LAURANCE,FREED,MANAGING MEMBER
+5589,264431,HAROLD,WILLIAMS,PARTNER
+5590,264437,KHALED,ABUAQEL,INDIVIDUAL
+5591,264451,HAROON,AHMED,TREASURER
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+5596,264472,NICOLAS,ARRIAGA,SOLE PROPRIETOR
+5597,264492,DRAGAN,DJONOVIC,SOLE PROPRIETOR
+5598,264495,SALVADOR,GONZALEZ,PRESIDENT
+5599,264639,LAURENTIU,IONESCU,PRESIDENT
+5600,264656,PAULINA,BELTRAN,INDIVIDUAL
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+5603,26469,IRVING,BARR,PRESIDENT
+5604,264702,JAGMOHAN,JAYARA,MEMBER
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+5606,264716,WILLIAM,DRIER,SECRETARY
+5607,26472,MYRON,COHEN,SECRETARY
+5608,26472,STEVEN,COHEN,PRESIDENT
+5609,26476,CRAIG,DAVALLE,SECRETARY
+5610,26476,ARGO,DAVALLE,PRESIDENT
+5611,264771,WILLIAM,COMFORTE,MANAGING MEMBER
+5612,264771,JOHN,COMFORTE,MANAGING MEMBER
+5613,264771,VICTOR,COMFORTE,MANAGING MEMBER
+5614,264771,THOMAS,COMFORTE,MANAGING MEMBER
+5615,264787,KARYN,PETTIGREW,SECRETARY
+5616,264787,RALPH,SENST,PRESIDENT
+5617,264787,PHILIP,CABLE,TREASURER
+5618,264823,GREGORY,HILL,SOLE PROPRIETOR
+5619,264833,MARK,HEINTZ,MANAGING MEMBER
+5620,264833,BRIAN,COLLIE,MANAGING MEMBER
+5621,264859,ROBERTO,VARGAS,SOLE PROPRIETOR
+5622,26486,SANDRA,STASCHKE,SECRETARY
+5623,26486,MARK,FRIEDLANDER,PRESIDENT
+5624,264870,ANTHONY,VAUGHAN,PRESIDENT
+5625,264878,ELIUD,DURAN,SOLE PROPRIETOR
+5626,264879,WAYNE,NELSON,SOLE PROPRIETOR
+5627,264889,STEVEN,KENSEY,INDIVIDUAL
+5628,264909,KATHRYN,TWOREK,PRESIDENT
+5629,264909,KATHRYN,TWOREK,SECRETARY
+5630,264933,CHRISTPHER,HOWE,PRESIDENT
+5631,264980,VIVIAN,MCDONALD,SOLE PROPRIETOR
+5632,265,MAJORIE,LAPINSKI,SECRETARY
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+5636,265050,DAWN,DREYFUS-EPSTEIN,PRESIDENT
+5637,265103,LAUREN,HACKLEMAN,PRESIDENT
+5638,265103,LAUREN,HACKLEMAN,SECRETARY
+5639,265105,CLARISSA,MILES,INDIVIDUAL
+5640,265142,ANNA,TEKIELI,PRESIDENT
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+5642,265142,CHRISTOPHER,SIMON,SECRETARY
+5643,265165,ALSAYNA,DOUGLAS,SOLE PROPRIETOR
+5644,265175,WIESLAWA,OLSZEWSKA,INDIVIDUAL
+5645,265177,KRISTIN,KITKO,SOLE PROPRIETOR
+5646,26518,SEI,SONG,OTHER
+5647,26518,JUNG,SONG,SOLE PROPRIETOR
+5648,26523,CHARLES,MC CARTHY,PRESIDENT
+5649,26523,JAMES,MC CARTHY,SECRETARY
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+5652,26533,JUN,TAKANARITA,SHAREHOLDER
+5653,26533,FUJIKO,TAKANARITA,SECRETARY
+5654,26534,JOSEPH,KNUTCH,OTHER
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+5656,265391,KAREN,SULLIVAN,SOLE PROPRIETOR
+5657,265393,MARIA,RODRIGUEZ,PRESIDENT
+5658,265393,MARIA,RODRIGUEZ,SECRETARY
+5659,265400,SYMON,GARBER,PRESIDENT
+5660,265462,VERONICA,SHUTTLEWORTH,SOLE PROPRIETOR
+5661,265477,ROBERT,MOYE,SOLE PROPRIETOR
+5662,26548,Virginia,Johnson,SOLE PROPRIETOR
+5663,265519,MARGARITA,HUERTA,SOLE PROPRIETOR
+5664,265520,SAMOUIL,SLIFO,INDIVIDUAL
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+5666,26555,ZDRAVKA,SARIC,OTHER
+5667,26555,ZDRAVKA,SARIC,SECRETARY
+5668,265567,CHRISTOPHER,MCCREIGHT,SOLE PROPRIETOR
+5669,265584,JELANI,BOLINE,SOLE PROPRIETOR
+5670,26561,SAM,DHANDAYUTHAPANI,PRESIDENT
+5671,265616,MUTAZ,ABDULLAH,PRESIDENT
+5672,265616,SAMER,JOUDEH,VICE PRESIDENT
+5673,265616,RAYAH,ABDULLAH,SECRETARY
+5674,26563,LORNA,WIDDES,SECRETARY
+5675,26563,LORNA,WIDDES,PRESIDENT
+5676,26563,MICHAEL,WIDDES,TREASURER
+5677,26564,ROBERT,ORSOLINI,VICE PRESIDENT
+5678,26564,JOSEPH,ORSOLINII,VICE PRESIDENT
+5679,26564,THERESA,ORSOLINI,PRESIDENT
+5680,26564,DEBBIE,AUGELLO,SECRETARY
+5681,265644,CECILIA,LEMUS,SOLE PROPRIETOR
+5682,265644,FIDEL,LEMUS,SOLE PROPRIETOR
+5683,265668,JEFFREY,BAIRD,PRESIDENT
+5684,265674,ANDREW,ANDESTIC,SOLE PROPRIETOR
+5685,265704,ELVIS,PENA,SOLE PROPRIETOR
+5686,265708,DAVID,MCDONNELL,SOLE PROPRIETOR
+5687,265720,NaN,NaN,OTHER
+5688,265720,JOEL,CARLINS,OTHER
+5689,265720,NaN,NaN,MANAGING MEMBER
+5690,265786,PHU,HUYNH,SOLE PROPRIETOR
+5691,265789,ROBERT,SERRANO,INDIVIDUAL
+5692,265834,WILLIAM,RODON - HORNOF,PRESIDENT
+5693,265834,COLETTE,RODON - HORNOF,SECRETARY
+5694,26588,LINDA,ERCKMAN,SECRETARY
+5695,26588,BARBARA,ERCMAN,PARTNER
+5696,265892,LOC,TANG,SOLE PROPRIETOR
+5697,265896,JOSEPH,BERGER,PRESIDENT
+5698,265896,NaN,NaN,MEMBER
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+5700,265918,JAMES,MCCOULLOUGH,SOLE PROPRIETOR
+5701,265942,WILLIAM,STANDEFER,SECRETARY
+5702,265942,JOSEPH,BERGER,PRESIDENT
+5703,265942,NaN,NaN,MEMBER
+5704,265956,ANTONIO,GARCIA,SECRETARY
+5705,265956,ANTONIO,GARCIA,PRESIDENT
+5706,265975,RONALD,TROUPE,SOLE PROPRIETOR
+5707,266000,RAYMOND,QUIRK,PRESIDENT
+5708,26606,SHELDON,SIMON,PRESIDENT
+5709,26606,DAVID,SIMON,SECRETARY
+5710,266065,MICHELLE,MEEKMA,SOLE PROPRIETOR
+5711,266068,HOWARD,RENTZ,PRESIDENT
+5712,266068,LOUISE,RENTZ,SECRETARY
+5713,266080,JAMES,BURKE,VICE PRESIDENT
+5714,266080,DAVID,SPADAFORA,PRESIDENT
+5715,266080,PAUL,MILLER,SECRETARY
+5716,266089,SAUD,MUTHANA,PRESIDENT
+5717,266089,JOSEPH,MUTHANA,SECRETARY
+5718,26610,HAE,PARK,SECRETARY
+5719,26610,JUNG,PARK,PRESIDENT
+5720,266103,THANKGOD,EKUFU,SECRETARY
+5721,266103,THANKGOD,EKUFU,PRESIDENT
+5722,266103,THANKGOD,EKUFU,VICE PRESIDENT
+5723,266135,JAMES,YOON,SOLE PROPRIETOR
+5724,266140,PETER,MARINIS,PRESIDENT
+5725,266140,PETER,MARINIS,SECRETARY
+5726,266179,MERVAT,ALBASHAREH,PARTNER
+5727,266179,IBRAHIM,ALBASHAIREH,PARTNER
+5728,266219,INOSENCIA,CASTELLANOS,SOLE PROPRIETOR
+5729,266243,MARLEM,MUNOZ,SOLE PROPRIETOR
+5730,266268,ERNESTO,LOPEZ,SOLE PROPRIETOR
+5731,26628,VINCENT,MALVEAUX,PRESIDENT
+5732,26628,DORIS,FREEMAN,SECRETARY
+5733,266290,GUILLERMINA,OMANA,INDIVIDUAL
+5734,266299,VICTORIA,SANDOVAL,SOLE PROPRIETOR
+5735,26631,MOHAMMED,RAHMAU,OTHER
+5736,266327,DEAN,WYNNE,SOLE PROPRIETOR
+5737,266344,ZALETO,OLIVO,SOLE PROPRIETOR
+5738,266402,MARIO,LAGUNAS,SOLE PROPRIETOR
+5739,266414,ALISON,CHATMON,SOLE PROPRIETOR
+5740,266436,JOSE,ESPINOSA,SECRETARY
+5741,26646,JAMES,WATKINS,OTHER
+5742,26646,ETHEL,WATKINS,OTHER
+5743,266478,KURT,MORGAN,INDIVIDUAL
+5744,266508,SHEHDEH,ABU-KHALIL,PRESIDENT
+5745,266508,IRAR,SWEISS,SECRETARY
+5746,266530,MIGUEL,MARTINEZ,PRESIDENT
+5747,266536,YEVGENIYA,KISS,SECRETARY
+5748,266536,PHIL,KISS,PRESIDENT
+5749,266594,JULIA,MOORE,INDIVIDUAL
+5750,266603,SHAREKA,WILLIAMS,PRESIDENT
+5751,266603,SHAREKA,WILLIAMS,SECRETARY
+5752,266633,MAXIM,BULBOACA,INDIVIDUAL
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+5801,267357,ORLA,CASTANIEN,MANAGING MEMBER
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+5803,267428,KATARZYNA,KOTLINSKA,SOLE PROPRIETOR
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+5839,267759,XIAODONG,WANG,PRESIDENT
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+5867,268055,GUILLERMO,GARCIA,INDIVIDUAL
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+5891,268309,KAHLED,ABUBUKER,TREASURER
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+5931,268756,SWATEN,GABHAWALA,SECRETARY
+5932,26879,JORGE,HERNANDEZ,SOLE PROPRIETOR
+5933,268808,LEROY,HICKS,PRESIDENT
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+5945,268838,JEANETTE,FUENTES-ROYAL,SOLE PROPRIETOR
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+5962,268993,BETTY,FRAZIER,SOLE PROPRIETOR
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+6038,270096,COLEMAN,HUGHLEY,MANAGING MEMBER
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+6040,270103,COURTNEY,KRUPA,VICE PRESIDENT
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+6060,270268,MODOUKPE,DJIDONOU,SOLE PROPRIETOR
+6061,270300,KATHERINE,MUDD,INDIVIDUAL
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+6065,270340,INECIA,SNEED,SOLE PROPRIETOR
+6066,270353,TERESA,GEMBALA,PRESIDENT
+6067,270357,ANGEL,SIBRI,SOLE PROPRIETOR
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+6070,27036,RONALD,LEMAR,SECRETARY
+6071,27036,SAL,ARENA,VICE PRESIDENT
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+6075,270376,SHAHARAZAD,ATTALLAH,SOLE PROPRIETOR
+6076,270378,NAOMI,DAVIS,SOLE PROPRIETOR
+6077,270382,PAULETTE,BOYD,SECRETARY
+6078,270407,PETER,GALEK,PRESIDENT
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+6096,270470,VLADIMIR,IGNATOV,INDIVIDUAL
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+6144,270932,DUNG,LE,SOLE PROPRIETOR
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+6152,270970,ALFREDO,SAMPANG,VICE PRESIDENT
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+6160,271052,AHMAD,QARARAH,PRESIDENT
+6161,271073,NIANG,NDEYE,SOLE PROPRIETOR
+6162,271088,RAYMOND,RAMSEY,SOLE PROPRIETOR
+6163,271111,MARIO,MARTINEZ,PRESIDENT
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+6165,271115,STEVEN,BEEMSTERBOER,MEMBER
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+6167,271115,SIMON,BEEMSTERBOER,MANAGING MEMBER
+6168,271130,LIRJETA,DURO,SOLE PROPRIETOR
+6169,271144,ROBERT,SHER,OTHER
+6170,271144,EDWARD,LYONS,VICE PRESIDENT
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+6173,271165,MYUNG,KIM,SOLE PROPRIETOR
+6174,27118,JOSE,LEON,OTHER
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+6176,271183,MOHAMMED,ALLAHRAKA,VICE PRESIDENT
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+6179,27119,BRUCE,BEHRSTOCK,PRESIDENT
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+6194,271338,ASTRIT,BEKTESHI,PRESIDENT
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+6204,271560,TERESA,ROSAS,SOLE PROPRIETOR
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+6206,271596,KEN,PEARSON,SECRETARY
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+6234,271868,YOUSIF,MAREI,SOLE PROPRIETOR
+6235,27187,ZDZISLAW,MICHNIOWSKI,PRESIDENT
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+6244,271921,HAIYEL,HASAN,INDIVIDUAL
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+6288,272436,JAMES,GILLESPIE,VICE PRESIDENT
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+6299,272512,CARMEN,SEGURA,PARTNER
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+6301,272548,CECELIA,BROADUS-JONES,SOLE PROPRIETOR
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+6393,273223,KWANG,KIM,SOLE PROPRIETOR
+6394,273227,ROSS,VANGALIS,PRESIDENT
+6395,273234,ALAINI,MUSTAFFA,SOLE PROPRIETOR
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+6403,273330,ANDREW,PUDELEK,VICE PRESIDENT
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+6405,273339,PIOTR,WILCZEWSKI,PRESIDENT
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+6408,273359,CALADONIO,MANDOZA,SOLE PROPRIETOR
+6409,27338,SUE,CHAN,SOLE PROPRIETOR
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+6411,273383,Stephen,Joynt,CEO
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+6419,273455,BRIAN,DOMINICI,PRESIDENT
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+6423,273474,DONALD,GIANFRANCISCO,MANAGER
+6424,273474,EDUARD,SEITAN,MEMBER
+6425,273474,KIMBERLY,GALBAN,MEMBER
+6426,273474,RICK,DIARMIT,MEMBER
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+6430,273507,YOLANDA,GONZALEZ,SOLE PROPRIETOR
+6431,273514,ALEJANDRO,JUAREZ,PRESIDENT
+6432,273528,NIDAL,ALFARAH,SECRETARY
+6433,273528,NIDAL,AL-FARAH,PRESIDENT
+6434,273532,JOSEPH,BUONAVOLANTO,MANAGING MEMBER
+6435,273532,Carlo,Buonavolanto,MEMBER
+6436,273532,NaN,NaN,OTHER
+6437,273532,Timothy,Rand,MEMBER
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+6441,273563,STEPHEN,AMBROSE,SOLE PROPRIETOR
+6442,273566,SALEEM,KHAN,MEMBER
+6443,273571,ELEAZER,ESPARZA,PRESIDENT
+6444,273571,ELEAZER,ESPARZA,SECRETARY
+6445,273572,GRACE,BARKER,VICE PRESIDENT
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+6447,273574,CHANDRA,FIELDS,SOLE PROPRIETOR
+6448,273617,LINDA,USHER,MEMBER
+6449,273617,FENTON,BOOTH,MEMBER
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+6451,27363,STANLEY,KUSTRA,PRESIDENT
+6452,27363,WESLEY,KUSTRA,SECRETARY
+6453,27364,JEFFREY,BROWN,PRESIDENT
+6454,27364,JEFFERY,BROWN,SECRETARY
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+6458,273684,Gautamkumar,Shah,PRESIDENT
+6459,27370,RODOLFO,ALVAREZ,SOLE PROPRIETOR
+6460,273720,JERZY,KOZIK,VICE PRESIDENT
+6461,273720,GUSTAVO,GARZA,PRESIDENT
+6462,273721,ALEJANDRO,MORALES,PRESIDENT
+6463,273721,ALEJANDRO,MORALES,SECRETARY
+6464,273747,JOSE,CONTRERAS,SOLE PROPRIETOR
+6465,273769,MARK,RATHKE,PRESIDENT
+6466,273769,ANNA,SKALKA,SECRETARY
+6467,273769,ROMAN,CHMIEL,OTHER
+6468,273774,ALIOUNE,MANGARA,INDIVIDUAL
+6469,273802,BETTY,WILSON,SOLE PROPRIETOR
+6470,273832,NIMAN,IHMUD,SECRETARY
+6471,273832,EMAD,AHMAD,PRESIDENT
+6472,273835,JAE,LEE,SOLE PROPRIETOR
+6473,273841,RYSZARD,DZIENGLEWICZ,PRESIDENT
+6474,27393,SALVATORE,DISTEFANO,PRESIDENT
+6475,27393,MICHELLE,DISTEFANO,SECRETARY
+6476,273934,KELLY,DILTS,OTHER
+6477,273934,KAL,MALIK,SECRETARY
+6478,273972,MARTA,FOSTER,SOLE PROPRIETOR
+6479,273973,FATEMAH,LADHANI,VICE PRESIDENT
+6480,273973,NIZARALI,LADHANI,PRESIDENT
+6481,273973,NIZARALI,LADHANI,SECRETARY
+6482,27398,JAY,KIM,OTHER
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+6485,274004,ELZBIETA,SOFER,PRESIDENT
+6486,274024,CHRIS,COLEMAN,SECRETARY
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+6488,274072,IL SOO,SHIN,SOLE PROPRIETOR
+6489,274122,JAMES,MURPHY,VICE PRESIDENT
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+6493,274139,JERRY,DUNCKER,TREASURER
+6494,274139,JOHN,THEODORE,SECRETARY
+6495,274141,JOSE,CALDERON,PRESIDENT
+6496,274141,MARIA,CALDERON,SECRETARY
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+6498,274153,CHRIS,LOMBARDI,OTHER
+6499,274153,VICKI,BHUTA,PRESIDENT
+6500,274159,NaN,NaN,SHAREHOLDER
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+6502,274159,TREVOR,O'DONOGHUE,PRESIDENT
+6503,274159,Colm,Kennedy,TREASURER
+6504,274159,PATRICK,O'SULLIVAN,VICE PRESIDENT
+6505,274193,KATHY,FANSLOW,PRESIDENT
+6506,274193,VICKI,ZAMMICHIELI,SECRETARY
+6507,274206,GREGORY,O'NEILL,MEMBER
+6508,274206,KENNETH,MILLER,MEMBER
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+6511,27423,EDWARD,LUCZAK,SECRETARY
+6512,274269,ANNA,REMBERT,PRESIDENT
+6513,274319,JAY,TAPARIA,PRESIDENT
+6514,274341,ANTHONY,BERTUCA,SOLE PROPRIETOR
+6515,274383,MINDA,MENOR,PRESIDENT
+6516,274383,RONALD,MENOR,SECRETARY
+6517,274423,KAMRAN,ANIS,SECRETARY
+6518,274423,MASHKOOR,ALI-KHAN,PRESIDENT
+6519,274424,RAMON,ORIBELLO,SECRETARY
+6520,274424,RAMON,ORIBELLO,PRESIDENT
+6521,274445,DON,FIZER,PRESIDENT
+6522,274445,INGRID,FIZER,SECRETARY
+6523,274464,SAM,ROBINSON,PRESIDENT
+6524,274464,SAM,ROBINSON,SECRETARY
+6525,274464,CARLA,ROBINSON,VICE PRESIDENT
+6526,274476,TERRY,HALL,SECRETARY
+6527,274476,JOHN,BLANKINSHIP,VICE PRESIDENT
+6528,274476,FRANK,ROACH,PRESIDENT
+6529,274476,DAVID,KELTNER,TREASURER
+6530,274494,MICHAEL,STELLATOS,PRESIDENT
+6531,274494,MICHAEL,STELLATOS,SECRETARY
+6532,274514,ROSALIO,TORRES,INDIVIDUAL
+6533,274558,DAVID,BOCHNIAK,PRESIDENT
+6534,274558,HILLARY,BOCHNIAK,SECRETARY
+6535,274598,SHARRON,GILTY,PRESIDENT
+6536,274615,MYRON,MENK,VICE PRESIDENT
+6537,274615,HECTOR,PINEDA,SECRETARY
+6538,274615,LUIS,SCOFONE,PRESIDENT
+6539,274615,SIMONE,NOORDEGRAAF,TREASURER
+6540,274621,NORMA,YOUSEF,PRESIDENT
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+6543,274679,ADAM,KINSEY,SOLE PROPRIETOR
+6544,274715,TAE,HONG,SOLE PROPRIETOR
+6545,274765,MATT,BRODERICK,SECRETARY
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+6547,274768,SUNYOO,KU,SOLE PROPRIETOR
+6548,27477,RAFAEL,MAGALLON,SOLE PROPRIETOR
+6549,274773,ALAN,PRYKA,SOLE PROPRIETOR
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+6551,27483,RONALD,SEYMOUR,PRESIDENT
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+6555,274895,NEAL,VANBAERLE,PARTNER
+6556,274895,JULIE,VANBAERLE,PARTNER
+6557,274895,SUSAN,VANBAERLE,PARTNER
+6558,274895,EDWARD,VANBAERLE,PARTNER
+6559,274930,PAUL,WITCHELL,INDIVIDUAL
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+6570,275034,BOBBY,BURLESON,PRESIDENT
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+6574,275043,ANTHONY,FRABOTTA,PRINCIPAL OFFICER
+6575,275050,CHARLES,DRAKE,SOLE PROPRIETOR
+6576,275058,LANA,LEVIT,MEMBER
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+6608,275493,TOUSSAINT,STEVENS,SOLE PROPRIETOR
+6609,275503,EVA,HERNANDEZ,SOLE PROPRIETOR
+6610,275521,LAWERENCE,RAND,INDIVIDUAL
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+6612,275547,NICOLE,HARRIS,SOLE PROPRIETOR
+6613,275569,WILLIS,DOMINGO,PRESIDENT
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+6633,275922,RODOLFO,MORENO,SOLE PROPRIETOR
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+6758,27724,RONALD,GOTTFRIED,SHAREHOLDER
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+6760,27724,DAVID,GOTTFRED,VICE PRESIDENT
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+6803,277756,LON,CHOW,TREASURER
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+6823,277976,GIOVANNI,VISENTIN,OTHER
+6824,277976,SHARON,FERKO,SECRETARY
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+6830,277976,DAVID,FAIMAN,VICE PRESIDENT
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+6835,278049,BRIDGET,KNOPICK,SOLE PROPRIETOR
+6836,278076,LAURA,GANNARELLI,PRESIDENT
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+6838,2781,JOHN,HERMAN,VICE PRESIDENT
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+6844,278210,ADRIANA,HERRERA,PRESIDENT
+6845,278210,ADRIANA,HERRERA,SECRETARY
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+6847,278216,JENNIFER,ESTLIN,PRESIDENT
+6848,278277,EDDIE,DONALD,SOLE PROPRIETOR
+6849,278280,GEORGE,FLEMING,PRESIDENT
+6850,2783,JACQUELING,SILVERI,SECRETARY
+6851,2783,EGIDIO,SILVERI,PRESIDENT
+6852,27836,CHARLES,HOWES,TREASURER
+6853,27836,DANIEL,JUDD,PRESIDENT
+6854,27836,ROBERT,CARSE,SECRETARY
+6855,27837,JUDITH,FERRARO,SECRETARY
+6856,27837,CHRISTOPHER,FERRARO,PRESIDENT
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+6858,278375,QIAO,CHEN,PRESIDENT
+6859,278375,DANIEL,GONZALEZ,SECRETARY
+6860,278396,MARY,SAWYER,SOLE PROPRIETOR
+6861,27840,Clarence,Burch,PRESIDENT
+6862,27840,DAN,VALLIERE,SECRETARY
+6863,278403,EDDIE,APONTE,SOLE PROPRIETOR
+6864,278464,THOMAS,FEENEY,PRESIDENT
+6865,278464,DOUGLAS,HERRON,VICE PRESIDENT
+6866,278464,CYNTHIA,ELLIOT,SECRETARY
+6867,278478,CHATCHAI,PHONGTHONG,SOLE PROPRIETOR
+6868,278480,MOHAMED,LAT,SECRETARY
+6869,278480,MOHAMED,LAT,PRESIDENT
+6870,278487,ALEJANDRA,RAMIREZ,VICE PRESIDENT
+6871,278487,RAMON,PEDRO,PRESIDENT
+6872,278487,GILDARDO,PEDRO,SECRETARY
+6873,278491,MARCIA,LIPETZ,PRESIDENT
+6874,278498,BHUPEN,MODY,SECRETARY
+6875,278498,GIRISH,GHEEWALA,PRESIDENT
+6876,2785,DANIEL,OBIALA,SECRETARY
+6877,2785,EDMUND,OBIALA,PRESIDENT
+6878,278514,ASA,PULIMOOTTIL,SECRETARY
+6879,278514,GIGI,SAM,PRESIDENT
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+6881,278526,HUSSAIN,ALTAMIMI,PRESIDENT
+6882,278535,SORIN,OROS,SOLE PROPRIETOR
+6883,278542,KHANH,TON,SOLE PROPRIETOR
+6884,27857,ANNE,GENTHER,SECRETARY
+6885,27857,ROBERT,ATKINS,PRESIDENT
+6886,278585,DAVID,HARRIS,INDIVIDUAL
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+6888,27862,ADRENIA,JONES,SECRETARY
+6889,27866,BESSIE,GRAYSON,PARTNER
+6890,27866,GWENDOLYN,MURRAY,PARTNER
+6891,27868,FERNANDO,FERNANDEZ,SECRETARY
+6892,27868,FERNANDO,FERNANDEZ,PRESIDENT
+6893,278681,XUE,CHEN,PRESIDENT
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+6896,278756,LYNETTE,RUCKER,SOLE PROPRIETOR
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+6898,278789,WANDA,DAVIS,SECRETARY
+6899,278789,WANDA,DAVIS,PRESIDENT
+6900,278807,ELIZA,TAYLOR,SOLE PROPRIETOR
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+6902,27882,Lucille,Weddington-Latko,SECRETARY
+6903,278835,MUHAMAD,ABBASI,PRESIDENT
+6904,278888,Anjana,Shah,SECRETARY
+6905,278888,Mayur,Shah,PRESIDENT
+6906,27892,LINDA,BROTHERS PERRYMAN,SOLE PROPRIETOR
+6907,27894,KATHLEEN,PURYEAR,PARTNER
+6908,27894,CAROLE,FIELD,PARTNER
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+6911,278992,SARJU,NAIR,SECRETARY
+6912,278992,SARJU,NAIR,PRESIDENT
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+6915,279044,GILLIAN,FOSTER,TREASURER
+6916,279044,STEVEN,FOSTER,SECRETARY
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+7045,280183,JUAN,PEREZ,SOLE PROPRIETOR
+7046,280191,SYED,AHMED,PRESIDENT
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+7092,280621,VENTURA,AGUILAR,PRESIDENT
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+7135,281290,THERESA,NAGLE,INDIVIDUAL
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+7146,281453,VALENTINE,SCHNEIDER,SOLE PROPRIETOR
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+7186,28178,ROSARI,SCALISE,SOLE PROPRIETOR
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+7193,281846,JOEL,CUELLAR,SOLE PROPRIETOR
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+7218,282097,JON,GOLDMAN,MEMBER
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+7221,282143,KAREN,DACANAY,SOLE PROPRIETOR
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+7248,282637,NaN,NaN,MANAGING MEMBER
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+7250,28264,MARVIN,GROSSMAN,SECRETARY
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+7254,28266,PAMELA,GARRITY,SECRETARY
+7255,282712,RANAD,AYESH,PRESIDENT
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+7258,282749,C,BACKSTTROM,VICE PRESIDENT
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+7262,282755,GILBERTO,MELENDEZ,VICE PRESIDENT
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+7266,28277,CRAIG,HOROWITZ,SECRETARY
+7267,282773,TADEUSZ,JURCZYK,SOLE PROPRIETOR
+7268,282774,DEBERAH,VOGT,SOLE PROPRIETOR
+7269,282794,NADIYA,DEMYANCHUK,SOLE PROPRIETOR
+7270,282831,FRED,GEBBIA,PRESIDENT
+7271,282831,JOAN,GEBBIA,SECRETARY
+7272,282836,JONATHON,YOUNG,MANAGING MEMBER
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+7276,282877,SANDRA,PORRATA,SOLE PROPRIETOR
+7277,282877,SHOEB,ABBAS,SOLE PROPRIETOR
+7278,282921,ENRIQUE,LOPEZ,MEMBER
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+7282,28297,GERALD,SAPERSTEIN,OTHER
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+7284,28297,JULIE,WAXMANSKY,PRESIDENT
+7285,282979,BAOLING,CAO,SOLE PROPRIETOR
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+7288,283043,NaN,NaN,SHAREHOLDER
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+7294,283063,MAHMOOD,LAKHA,PRESIDENT
+7295,283063,MAHMOOD,LAKHA,SECRETARY
+7296,283072,HOGAN,WILLIAMS,INDIVIDUAL
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+7307,283167,MARIA,PINTO,MANAGING MEMBER
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+7313,283225,JOHN,POORMAN,MANAGING MEMBER
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+7322,28329,DIETER,FAHRENBACH,VICE PRESIDENT
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+7336,283513,JAYSHREE,GANDHI,PRESIDENT
+7337,283513,CHANDRAKANT,GANDHI,SECRETARY
+7338,283518,BORIS,MAFOUA,SOLE PROPRIETOR
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+7359,283875,ALZANDRE,TAH,SOLE PROPRIETOR
+7360,283879,CYNTHIA,OLDHAM,PRESIDENT
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+7365,283976,DIANE,DEADERICK,SOLE PROPRIETOR
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+7368,284029,SHELBY,ALDRIDGE,PRESIDENT
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+7371,284033,SHELBY,ALDRIDGE,PRESIDENT
+7372,284033,JEROME,SIMONTON,VICE PRESIDENT
+7373,284056,YOGESH,DAVE,SECRETARY
+7374,284056,DIPTI,DAVE,PRESIDENT
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+7391,284237,VICENTE,MARTINEZ-RUIZ,PRESIDENT
+7392,284237,OCTAVIO,MARTINEZ,SECRETARY
+7393,284244,RICHARD,MOTA,SOLE PROPRIETOR
+7394,284263,SUWARAN,BRAR,PRESIDENT
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+7397,2843,JASON,HEIN,PRESIDENT
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+7408,284395,AYMAN,ZIDAN,SHAREHOLDER
+7409,284430,ANTONIO,TRETO,SOLE PROPRIETOR
+7410,284468,DOMINIC,IRPINO,PRESIDENT
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+7414,284473,RICHARD,BINDER,PRESIDENT
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+7419,284555,LAURA,HAHN,VICE PRESIDENT
+7420,28456,Elmira,Pickens,SOLE PROPRIETOR
+7421,284574,ADLI,SAID,PRESIDENT
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+7423,28459,ANNA,KREUTZER,SECRETARY
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+7428,28462,MICHEAL,HUNTER,SOLE PROPRIETOR
+7429,284626,BUNMI,GEORGE,PRESIDENT
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+7435,284652,MICHELLE,MATON,MANAGING MEMBER
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+7443,284721,MARTY,ROGO,SECRETARY
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+7499,285485,JOSEFINA,ALMANZA,SOLE PROPRIETOR
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+7502,285543,LETICIA,VARGAS,PRESIDENT
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+7508,285593,TAE,MOON,SOLE PROPRIETOR
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+7516,285623,ABDELFATTAH,ESIELY,SECRETARY
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+7519,285669,ALEJANDRA,FLORES,PRESIDENT
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+7533,285803,BEATRICE,LILLIE,SOLE PROPRIETOR
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+7543,285868,BARBARA,KILNER,SECRETARY
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+7545,285868,HEATHER,MCCRORY,PRESIDENT
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+7559,286081,Ying,Chen,SECRETARY
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+7606,286569,LATINA,GILDERSLEEVE,SOLE PROPRIETOR
+7607,28661,NaN,NaN,SHAREHOLDER
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+7611,286615,ARNULFO,MONTESDEOCA,SECRETARY
+7612,28664,VINCENT,O HAGEN,SECRETARY
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+7618,286642,LAURA,ESQUIVES,SOLE PROPRIETOR
+7619,286735,CYNTHIA,SALGADO,SOLE PROPRIETOR
+7620,28677,ENRIQUE,LOPES,PRESIDENT
+7621,28677,MERCEDES,LOPERA,SECRETARY
+7622,286776,JAVIER,ZAVALA,SOLE PROPRIETOR
+7623,286793,MARCIN,POLEK,PRESIDENT
+7624,286793,AUDRZEJ,MUCHA,SECRETARY
+7625,286848,SUSAN,MCCULLOUGH,SOLE PROPRIETOR
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+7627,28685,ISRAEL,LEVY,PRESIDENT
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+7630,286895,SIMON,CANGEMI,SOLE PROPRIETOR
+7631,286898,HOMERO,VILLARREAL,PRESIDENT
+7632,286898,HOMERO,VILLARREAL,SECRETARY
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+7637,286964,JOHN,BROWN,SOLE PROPRIETOR
+7638,286966,BORIS,KUNIN,SECRETARY
+7639,286966,BORIS,KUNIN,PRESIDENT
+7640,286968,JACQUELYN,SCIORTINO,SECRETARY
+7641,286974,THOMAS,COOK,SOLE PROPRIETOR
+7642,286996,G. JEFFREY,PROVOL,SECRETARY
+7643,286996,G. JEFFREY,PROVOL,PRESIDENT
+7644,286997,NaN,NaN,MEMBER
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+7651,287007,LUIS,GUALLPA,SOLE PROPRIETOR
+7652,287020,ALFREDO,GUERRA,SECRETARY
+7653,287020,ALFREDO,GUERRA,PRESIDENT
+7654,287024,GUO,HUANG,PRESIDENT
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+7656,287039,DR. MALCOM,HERZOG,PRESIDENT
+7657,287039,DR. JERRY,SZMANSKY,VICE PRESIDENT
+7658,287039,DR. MATHEW,GAROFALIS,SECRETARY
+7659,287062,RAVEE,SHRINIVAS,PRESIDENT
+7660,287077,ALEXIS,LEVERENZ,MANAGING MEMBER
+7661,287077,JEFFREY,LEVERENZ,PARTNER
+7662,287078,ABEDULRZAK,SHAHIN,PRESIDENT
+7663,287088,AUGUST,PAULEY,SOLE PROPRIETOR
+7664,287089,ELTAG,ABUSAM,SECRETARY
+7665,287089,ELTAG,ABUSAM,PRESIDENT
+7666,2871,HELEN,GOLDNER,SECRETARY
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+7669,28714,WARREN,GOLDMAN,SECRETARY
+7670,287160,KELLIE,FALNAGAN,SECRETARY
+7671,287160,TODD,MCMANAMAN,PRESIDENT
+7672,28717,LU,CHEN,SECRETARY
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+7674,287187,GIULIO,SPIZZIRI,SECRETARY
+7675,287187,JOHN,MAURO,PRESIDENT
+7676,287193,DAVID,BERGER,MEMBER
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+7681,287287,NaN,NaN,SHAREHOLDER
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+7683,28730,ANTONIO,GUERRO,SECRETARY
+7684,287309,FRANCINE,LEWIS,SECRETARY
+7685,287309,FRANCINE,LEWIS,PRESIDENT
+7686,28734,KAY,CHE,SECRETARY
+7687,28734,PHILLIP,CHE,PRESIDENT
+7688,28738,AMIR,RAFIZADEH,SECRETARY
+7689,28738,AMIR,RAFIZADEH,PRESIDENT
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+7692,287413,CATHERINE,JOHNS,MANAGING MEMBER
+7693,287441,CHRIS,SEGAL,PARTNER
+7694,287441,GREG,KADENS,MEMBER
+7695,287445,MELISSA,HEIDMAN,PRESIDENT
+7696,287445,DAVID,BOENNIGHAUSEN,SECRETARY
+7697,287445,NaN,NaN,SHAREHOLDER
+7698,28746,EITAN,BOROCHOV,PRESIDENT
+7699,28746,ANAT,BOROCHOV,SECRETARY
+7700,287461,DAVID,GRUNDER,PRESIDENT
+7701,287461,INA,SIVULICH,VICE PRESIDENT
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+8087,291373,KARIM,KHOJA,PRESIDENT
+8088,291376,LOUIS,SIERRA,SOLE PROPRIETOR
+8089,291381,ALISON,RUBLE,PRESIDENT
+8090,291381,ALIANY,LYNCH,SECRETARY
+8091,291400,FARID,KHATER,SOLE PROPRIETOR
+8092,29144,CHUANCHOM,SOTO,SECRETARY
+8093,29144,Juan,SOTO,PRESIDENT
+8094,291442,MIKKITA,MOORE,SOLE PROPRIETOR
+8095,29145,CARMEN,MATIAS,OTHER
+8096,291454,MELSHENES,GARLAND,SECRETARY
+8097,291454,MELSHENES,GARLAND,PRESIDENT
+8098,291471,NaN,NaN,SHAREHOLDER
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+8100,29150,JAMIE,RODRIQUEZ,SECRETARY
+8101,29150,JAMIE,RODRIQUEZ,PRESIDENT
+8102,291543,JUSTIN,BROWN,VICE PRESIDENT
+8103,291563,JEFFREY,HIMMEL,VICE PRESIDENT
+8104,291563,NaN,NaN,MANAGING MEMBER
+8105,291563,NaN,NaN,MEMBER
+8106,291563,JOHN,FYFE,MEMBER
+8107,291563,MARSHALL,DICKLER,MEMBER
+8108,291563,LARRY,KANAR,MEMBER
+8109,291627,KAYCEE,FADIYA,PRESIDENT
+8110,291627,OLUBUKOLA,FADIYA,VICE PRESIDENT
+8111,291627,KAYCEE,FADIYA,SECRETARY
+8112,29165,GEORGE,CHARNAS,SECRETARY
+8113,29165,GEORGE,CHARNAS,PRESIDENT
+8114,291659,SHAWN,BATTLE,SECRETARY
+8115,291659,SHAWN,BATTLE,PRESIDENT
+8116,291660,ALEXANDRIA,KALIKA,SECRETARY
+8117,291660,ALEXANDRIA,KALIKA,PRESIDENT
+8118,291678,DAVID,HERRO,MEMBER
+8119,291678,GALE,LANDERS,MEMBER
+8120,291693,ANTOINETTE,BUTLER,SOLE PROPRIETOR
+8121,29172,MERILYN,RUTZKY,PRESIDENT
+8122,29172,MERILYN,RUTZLY,SECRETARY
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+8124,29176,MILDRED,ALBERGO,SECRETARY
+8125,29176,RUTH,ANDRIS,PRESIDENT
+8126,29176,MARSHALL,BLACK,VICE PRESIDENT
+8127,291773,PEGGY,CRITCHFIELD,SECRETARY
+8128,291773,TIMOTHY,DANIELS,TREASURER
+8129,291773,PEGGY,CRITCHFIELD,PRESIDENT
+8130,291773,JAMES,CRITHFIELD,VICE PRESIDENT
+8131,291782,ELENA,CAGUANA,SECRETARY
+8132,291782,ALBERTO,RAMOS,PRESIDENT
+8133,291803,RUBEN,STEF,PRESIDENT
+8134,291803,CARMEN,STEF,SECRETARY
+8135,291869,MARK,GONZALES,PRESIDENT
+8136,29188,DON,VAN CURA,SECRETARY
+8137,29188,DON,VAN CURA,PRESIDENT
+8138,291885,RUTH,CASTRO,SECRETARY
+8139,291894,VALENCIA,CARTER,SOLE PROPRIETOR
+8140,291969,JOHN,DANIELS,INDIVIDUAL
+8141,291975,JERMAINE,HILL,INDIVIDUAL
+8142,291987,RONALD,MILLER,SOLE PROPRIETOR
+8143,29199,NICHOLAS,BLUMHOFF,TREASURER
+8144,29199,MONICA,WILLIAMS,PRESIDENT
+8145,29199,KEVIN,BELL,VICE PRESIDENT
+8146,29199,AMANDA,SNOW,SECRETARY
+8147,292019,MARK,WALDMAN,VICE PRESIDENT
+8148,292019,CHRISTOPHER,ONGKIKO,SECRETARY
+8149,292019,BRAIN,HARLOW,PRESIDENT
+8150,292062,SALVADOR,LOMELI,PRESIDENT
+8151,292062,CLAUDIA,HERNANDEZ,SECRETARY
+8152,29208,Patrick,Dulleck,PRESIDENT
+8153,292130,MICHAEL,MCAULIFFE,PRESIDENT
+8154,29214,ANGELA,AUFEGGER,SECRETARY
+8155,29214,ANGELA,AUFEGGER,PRESIDENT
+8156,292183,AMY,DOEHLA,SOLE PROPRIETOR
+8157,292248,ROBERTA,MILO,PRESIDENT
+8158,292248,ROBERTA,MILO,SECRETARY
+8159,29225,YILDIRIM,AKSOY,PRESIDENT
+8160,29225,YILDIRIM,AKSOY,SECRETARY
+8161,29226,HAROLD,FISCHER,SECRETARY
+8162,292276,ZEESHAN,MIAN,SECRETARY
+8163,292276,JAMAL,MIAN,PRESIDENT
+8164,292286,CONCEPCION,PELAEZ,SOLE PROPRIETOR
+8165,292332,IBRAHIM,SYED,SOLE PROPRIETOR
+8166,292336,IRVING,BARR,PRESIDENT
+8167,292336,IRVING,BARR,SECRETARY
+8168,2924,PETER,ROMAS,PRESIDENT
+8169,2924,JAMES,ROMAS,SECRETARY
+8170,292402,JOHN,NOLEN,SOLE PROPRIETOR
+8171,29242,NANCY,RONQUILLO,PRESIDENT
+8172,292452,JAE,LEE,PRESIDENT
+8173,292509,KAREN,GARDNER,SECRETARY
+8174,292509,BLAKE,HORWITZ,VICE PRESIDENT
+8175,292509,HONGKEE,KIM,PRESIDENT
+8176,292520,JUANITA,RAMOS,SOLE PROPRIETOR
+8177,292525,JUAN,MEDINA,SOLE PROPRIETOR
+8178,292531,FRANK,KING,SOLE PROPRIETOR
+8179,292557,VANESSA,PADRON,SOLE PROPRIETOR
+8180,292578,SHERRY,BENDER,SECRETARY
+8181,292589,REGINALDO,AVALOS,SECRETARY
+8182,292589,REGINALDO,AVALOS,PRESIDENT
+8183,2926,FAWZI,MANSOUR,PRESIDENT
+8184,2926,WALEED,MANSOUR,OTHER
+8185,2926,HIND,MANSOUR,SECRETARY
+8186,292646,SINAJ,MICHAEL,PRESIDENT
+8187,292653,ELIZABETH,KOREMAN,SOLE PROPRIETOR
+8188,292672,JOSEPH,SILVER,VICE PRESIDENT
+8189,29268,TEOFIL,DYNOWSKI,PRESIDENT
+8190,29268,TEOFIL,DYNOWSKI,SECRETARY
+8191,292698,E,CHILDERS,PRESIDENT
+8192,292698,T,LITTON,VICE PRESIDENT
+8193,292706,MARC,HART,SOLE PROPRIETOR
+8194,292748,LEE,LEAHY,SECRETARY
+8195,292748,LEE,LEAHY,PRESIDENT
+8196,292761,JAMES,STEARNS,SOLE PROPRIETOR
+8197,292783,RICHARD,REMILLARD,MEMBER
+8198,292790,KATHY,RIZZO,SECRETARY
+8199,29283,TERRY,TROY,SECRETARY
+8200,29283,TERRY,TROY,PRESIDENT
+8201,292848,PHILLIP,WALTERS,PRESIDENT
+8202,292848,JOHN,ROSS,SECRETARY
+8203,292871,OCTAVIO,GARCIA,SOLE PROPRIETOR
+8204,29288,JAMES,RANE,SECRETARY
+8205,29288,JAMES,RANE,PRESIDENT
+8206,292894,MICHELLE,LUNA,SECRETARY
+8207,292904,STEPHEN,OTIS,SECRETARY
+8208,292911,JULIE,FAGAN,SOLE PROPRIETOR
+8209,292917,NaN,NaN,OTHER
+8210,292917,ABDIEL,ESTRELLA,CEO
+8211,292917,LOUIS,MALIKOW,MANAGING MEMBER
+8212,292941,HENRY,WEBB,SOLE PROPRIETOR
+8213,292954,SUFIAN,ABDELWAHHAB,PRESIDENT
+8214,292955,NaN,NaN,PRESIDENT
+8215,292955,MICHAEL,O'DAY,OTHER
+8216,292957,MARK,ADAMS,MEMBER
+8217,292957,ASHLEY,WRIGHT,MEMBER
+8218,292957,BRANDON,WRIGHT,MEMBER
+8219,292969,JOHN,MCNULTY,MEMBER
+8220,292969,RUDOLPH,MAGNANI,MEMBER
+8221,292972,SARA,MARTIN,SECRETARY
+8222,292972,SHAD,MARTIN,PRESIDENT
+8223,292979,SCOTT,ADAMS,PRESIDENT
+8224,292979,L.,BETTANIN,SECRETARY
+8225,292981,HELEN,HILL,SECRETARY
+8226,292996,MAURICE,PERKINS,PRESIDENT
+8227,2930,ROBERT,TOLL,SECRETARY
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+8229,29301,MICHAEL,NOONAN,PRESIDENT
+8230,29301,KATHLEEN,NOONAN,SECRETARY
+8231,293028,ROSA,RUIZ,INDIVIDUAL
+8232,293056,LAI,NGUYEN,SOLE PROPRIETOR
+8233,293059,EDISON,ALTAMIRANO,SECRETARY
+8234,293059,JULIO,ALTAMIRANO,PRESIDENT
+8235,293068,AWAR,WILLIAMS,INDIVIDUAL
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+8237,29308,RUTH,OTTE,PRESIDENT
+8238,293127,LINDA,MECCIA,SECRETARY
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+8240,293150,MARCO,ZAPATA,PRESIDENT
+8241,293159,JERRY,THOMAS,INDIVIDUAL
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+8243,293174,SALVADOR,ARTEAGA,SECRETARY
+8244,293174,JORGE,MIRANDA,PRESIDENT
+8245,293194,JUING,AHN,SOLE PROPRIETOR
+8246,29320,CORINNE,KAPLAN,SECRETARY
+8247,29320,STEWART,PINSOF,PRESIDENT
+8248,293200,LUIS,FRANCO,SOLE PROPRIETOR
+8249,293202,JINO,PARK,SOLE PROPRIETOR
+8250,293248,ROBERT,BRUMBAUGH,PRESIDENT
+8251,293248,ROBERT,BRUMBAUGH,SECRETARY
+8252,293280,PATRICK,WHITE,INDIVIDUAL
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+8254,293303,STANLEY,CARLSON,SECRETARY
+8255,293303,KERI,PUTNEY,OTHER
+8256,293315,JEFFERY,CALLAHAN,MEMBER
+8257,293315,SEAN,MCKEOUGH,MEMBER
+8258,293315,MICHAEL,BERG,MEMBER
+8259,293315,LEIF,MORAVY,MEMBER
+8260,293315,NICK,KAROUNOS,MEMBER
+8261,293315,MICHAEL,PETRYSHYN,MEMBER
+8262,293315,NaN,NaN,MEMBER
+8263,293315,SAM,CAPPAS,MEMBER
+8264,293315,PETER,SZAFLARSKI,MEMBER
+8265,293315,LUCAS,KING,MANAGER
+8266,293319,MARY,MAVROGENES,MEMBER
+8267,293357,HEE,CHOE,SOLE PROPRIETOR
+8268,29337,SARAH,KIM,PRESIDENT
+8269,29337,SARAH,KIM,SECRETARY
+8270,29338,ERIC,DRAUT,OTHER
+8271,29338,MARK,STUTRUD,CEO
+8272,293402,Julie,Chung,SECRETARY
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+8274,293404,MAHMOUD,MIZYED,PARTNER
+8275,293404,NASER,SALEM,PARTNER
+8276,29345,ELWORTH,TAYLOR,PRESIDENT
+8277,29345,MYRTLE,TAYLOR,SECRETARY
+8278,293468,JOHN,ROHSENOW,SECRETARY
+8279,293468,HUI ZHOU,WEI,TREASURER
+8280,293468,SOO LON,MOY,PRESIDENT
+8281,293518,JEAN,SAVIGNAC,MANAGING MEMBER
+8282,293542,MISTY,OLSON,PARTNER
+8283,293550,ROBERT,WOLFBERG,PRESIDENT
+8284,293550,DANIEL,WOLFBERG,SECRETARY
+8285,293605,RANJIT,KRIPALANI,PRESIDENT
+8286,293605,PAUL,LIU,SECRETARY
+8287,293628,CHRISTINA,KAPETAN,VICE PRESIDENT
+8288,293628,DIMITRI,KAPETAN,PRESIDENT
+8289,293643,AHMAD,MUSTAFA,SECRETARY
+8290,293643,ASMA,OTHMAN,PRESIDENT
+8291,293656,KIMBERLY,CRAFT,SECRETARY
+8292,293656,KIMBERLY,CRAFT,PRESIDENT
+8293,293664,RORY,RION,PRESIDENT
+8294,293688,AL-HAROON,HUSAIN,MEMBER
+8295,293688,NAVEED,AHMED,MEMBER
+8296,293693,DONNA,PALICKA,SECRETARY
+8297,293693,DONNA,PALICKA,PRESIDENT
+8298,293765,CARMEN,AVERHART,INDIVIDUAL
+8299,293820,MILOMIR,MILJANOVIC,SECRETARY
+8300,293825,MARK,KRZMARCZICK,MANAGING MEMBER
+8301,293825,ROBERT,PEPOFF,MANAGING MEMBER
+8302,293825,NaN,NaN,SHAREHOLDER
+8303,293825,DENTON,NORDHUES,MANAGING MEMBER
+8304,293832,GERARDO,ALVARADO,SECRETARY
+8305,293832,ALEJANDRA,ALVARADO,PRESIDENT
+8306,293885,NaN,NaN,SHAREHOLDER
+8307,293885,CHRISTOPHER,ROHM,SECRETARY
+8308,293885,PHILIP,KEB,PRESIDENT
+8309,29391,ROBERT,PLOEN,PRESIDENT
+8310,29391,DIANNE,SCHROEDER,SECRETARY
+8311,293946,KISHORE,GUNDA,PRESIDENT
+8312,293946,KISHORE,GUNDA,SECRETARY
+8313,293998,CHRISTINA,GAMINO,SOLE PROPRIETOR
+8314,294016,MARCIN,ZANOWSKI,PRESIDENT
+8315,294016,MARCIN,ZANOWSKI,SECRETARY
+8316,294042,Arturo,Hernandez,SECRETARY
+8317,294042,Arturo,Hernandez,PRESIDENT
+8318,294054,ANIL,MODI,SOLE PROPRIETOR
+8319,294063,DEAN,DUSSIAS,SECRETARY
+8320,294082,INJA,YOOK,SECRETARY
+8321,294082,JAE SIK,YOON,PRESIDENT
+8322,294096,MELVINA,SMITH,SOLE PROPRIETOR
+8323,29411,THOMAS,GALANIS,PRESIDENT
+8324,29411,THOMAS,GALANIS,SECRETARY
+8325,294113,JAMES,GILLLESPIE,PRESIDENT
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+8327,294130,MARIA,DEL ROSARIO ARELLANO,INDIVIDUAL
+8328,294140,ARMANDO,TRUJILLO,SOLE PROPRIETOR
+8329,294143,WON,KIM,PRESIDENT
+8330,294143,KAREN,KIM,SECRETARY
+8331,294147,LYNDA,MCKEANEY,MEMBER
+8332,294147,JEROME,MESSNER,MEMBER
+8333,294147,NaN,NaN,MANAGING MEMBER
+8334,294147,CHRISTOPHER,RYAN,MEMBER
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+8336,294163,KATHY,CRAWFORD,SECRETARY
+8337,294163,CHARLES,CRAWFORD,PRESIDENT
+8338,294177,BARBARA,EASTMAN,PRESIDENT
+8339,294177,DALE,EASTMAN,SECRETARY
+8340,294203,LOUISE,WINSTON,SECRETARY
+8341,294203,DANIEL,WINSTON,PRESIDENT
+8342,29422,FRED,WARF,PARTNER
+8343,29422,LYNN,HARRIS,PARTNER
+8344,294222,SARA,NAVARRO-ELIAS,MEMBER
+8345,294222,MATTHEW,NAVARRO,MEMBER
+8346,294222,NaN,NaN,MEMBER
+8347,294222,THOMAS,PLATT,MEMBER
+8348,294222,COLLEEN,HELMER,MEMBER
+8349,294222,MICHELLE,TESTONI,MEMBER
+8350,294222,TERI,LIND,MEMBER
+8351,294222,VASILIOS,SOTOS,MEMBER
+8352,294222,NICHOLAS,HELMER,MEMBER
+8353,294222,REBECCA,JACOB,MEMBER
+8354,294244,JI,SON,MANAGING MEMBER
+8355,294251,CARMEN,MORALES,PARTNER
+8356,294268,FATHI,MAHMOUD,PRESIDENT
+8357,294268,JAMIL,MAHMOUD,SECRETARY
+8358,294287,LISA,HAY,MANAGING MEMBER
+8359,294296,SHELDON,MCAFEE,VICE PRESIDENT
+8360,294319,NATASHA,ABBEY,SOLE PROPRIETOR
+8361,294328,JEFFREY,PATT,PRESIDENT
+8362,294328,JEFFREY,PATT,SECRETARY
+8363,294333,WAFIQ,ALJALLAD,PRESIDENT
+8364,294351,MARIA,THANUGUNDLA,SECRETARY
+8365,294351,JOJI,TIRUMALAREDDY,VICE PRESIDENT
+8366,294351,JOJI,TIRUMALAREDDY,PRESIDENT
+8367,294357,HANAN,KANDAH,PRESIDENT
+8368,294357,HANAN,KANDAH,SECRETARY
+8369,294410,JOSE,JARA,SECRETARY
+8370,294410,JOSE,JARA,PRESIDENT
+8371,294417,ALICIA,JUSTO,SOLE PROPRIETOR
+8372,29442,JEF,FINGER,SECRETARY
+8373,29442,JEF,FINGER,PRESIDENT
+8374,294420,NaN,NaN,MEMBER
+8375,294420,Shelley,Young,MANAGING MEMBER
+8376,29443,WM,MARHOEFER,PARTNER
+8377,29443,MICHELLE,MARHOEFER,PARTNER
+8378,294443,THOMAS,PHILLIPS,PRESIDENT
+8379,294469,JOSE,MADRIGAL,SOLE PROPRIETOR
+8380,294480,MIREYA,AVILA,SOLE PROPRIETOR
+8381,294494,GABRIELA,MENDOZA,PRESIDENT
+8382,294494,GABRIELA,MENDOZA,SECRETARY
+8383,294504,SAMANTHA,LUKASZEWSKI,SECRETARY
+8384,294504,JERRY,JAEGER,PRESIDENT
+8385,294504,NaN,NaN,SHAREHOLDER
+8386,294533,JIN,PARK,SOLE PROPRIETOR
+8387,294545,PAUL,LINK,MANAGING MEMBER
+8388,29455,MI-SUN,PARK,SECRETARY
+8389,29455,MI-SUN,PARK,PRESIDENT
+8390,29459,AYUB,KHAN,PRESIDENT
+8391,29459,AYUB,KHAN,SECRETARY
+8392,294620,JOAQUIN,URIZAR,INDIVIDUAL
+8393,294634,ROBERT,CORSO,PRESIDENT
+8394,29466,ROBERT,FRESON,PRESIDENT
+8395,29466,LILLIAN,FRESON,SECRETARY
+8396,294660,WILLIAM,SRCH,SECRETARY
+8397,294684,LAURA,VILLA,SOLE PROPRIETOR
+8398,294698,JIAN,CHEN,PRESIDENT
+8399,294698,HUAN,CHEN,SECRETARY
+8400,29470,ROSEMARY,POWERS,SECRETARY
+8401,29470,PETER,POWERS,PRESIDENT
+8402,294721,JOSE,AGUILERA,SOLE PROPRIETOR
+8403,294725,CURT,GRABER,MANAGING MEMBER
+8404,294738,RAMON,REYES,PRESIDENT
+8405,294738,HERLINDA,REYES,VICE PRESIDENT
+8406,294738,TERESA,REYES,SECRETARY
+8407,294763,NANCY,ALEJANDRO,INDIVIDUAL
+8408,294769,MESUT,EFE,SOLE PROPRIETOR
+8409,29479,MIKE,FELTEN,OTHER
+8410,294792,DIANE,RUFF,INDIVIDUAL
+8411,294798,CESAR,ROMAN,PRESIDENT
+8412,294798,IRENE,ROMAN,SECRETARY
+8413,294874,TIMOTHY,DICKERSON,INDIVIDUAL
+8414,294886,THEODORE,ANDERSON,MANAGING MEMBER
+8415,294894,CHRISTOPHER,BOOLAHANIS,PRESIDENT
+8416,294894,CHRISTOPHER,BOOLAHANIS,SECRETARY
+8417,294897,YUKUO,ISHII,SOLE PROPRIETOR
+8418,294897,YUKUO,ISHII,SECRETARY
+8419,294906,DAVID,GARCIA,SOLE PROPRIETOR
+8420,29492,JOAN,EWASIUK,SECRETARY
+8421,29492,DONALD,EWASIUK,PRESIDENT
+8422,294963,ANGELICA,RIVERA,SOLE PROPRIETOR
+8423,294968,ADNAN,SUHEIL,PRESIDENT
+8424,295051,HIPOLITO,CAMPOS,SOLE PROPRIETOR
+8425,295074,KAZIMIERZ,SLOMIAK,SOLE PROPRIETOR
+8426,295075,MICHAEL,MARCHANT,SECRETARY
+8427,295117,TOMISLAV,LAZAREVSKI,SECRETARY
+8428,295117,ACO,LAZAREVSKI,PRESIDENT
+8429,295121,ALFONZA,ALVAREZ,SOLE PROPRIETOR
+8430,295131,VALENTINA,ZUBOK,SHAREHOLDER
+8431,295131,EDWARD,SHEININ,VICE PRESIDENT
+8432,295131,ROMAN,SAPINO,SHAREHOLDER
+8433,295131,SYMON,GARBER,PRESIDENT
+8434,295131,GALINA,GARBER-SHEININ,SECRETARY
+8435,295131,RUBEN,GIACOMOZZI,SHAREHOLDER
+8436,295143,WILLIAM,BECK,SECRETARY
+8437,295143,RICHARD,DRIEHAUS,PRESIDENT
+8438,295174,WILLIAM,GARMON,SOLE PROPRIETOR
+8439,295230,HO,KIM,PRESIDENT
+8440,295236,FAISAL,MERCHANT,MEMBER
+8441,295236,SIRAJUDDIN,VIRANI,MANAGING MEMBER
+8442,29524,CONSTANTINE,LYMPEROPOULOS,PRESIDENT
+8443,29524,NICKOLAS,LYMPEROPOULOS,VICE PRESIDENT
+8444,295254,ARMANDO,FLORES,SOLE PROPRIETOR
+8445,295283,LAURA,BANICK,SOLE PROPRIETOR
+8446,295332,KINGA,ROGALSKA,SECRETARY
+8447,295332,KINGA,ROGALSKA,PRESIDENT
+8448,295334,MAHENDRAKUMAR,PATEL,PRESIDENT
+8449,295334,GEETA,PATEL,SECRETARY
+8450,29535,MARK,CAMILLERI,PRESIDENT
+8451,295359,DENNIS,DOYLE,SECRETARY
+8452,295366,JOSE,HARGROVE,SOLE PROPRIETOR
+8453,295369,JEFFREY,SKINNER,MEMBER
+8454,295369,MARK,HERMAN,MEMBER
+8455,295371,JOSEPH,MCSORLEY,MANAGING MEMBER
+8456,295443,JOHN,PRATOLA,PRESIDENT
+8457,295443,JOHN,PRATOLA,SECRETARY
+8458,295466,FARZAD,SINAEI,INDIVIDUAL
+8459,29547,MARGARET,WELSH,OTHER
+8460,295478,SHAKER,ABDELRAHMAN,VICE PRESIDENT
+8461,295484,LILLIAN,HAYWARD-BROWN,SOLE PROPRIETOR
+8462,295494,MARIO,BELLUOMINI,MEMBER
+8463,295494,DIANA,SCHWABE,MANAGING MEMBER
+8464,295501,YU,CHU,PRESIDENT
+8465,295507,RODNEY,DUNIGAN,PRESIDENT
+8466,295507,ANGIE,DUNIGAN,SECRETARY
+8467,295508,LUIS,AYALA,PRESIDENT
+8468,295508,MARIA,AYALA,SECRETARY
+8469,295526,NAZIMA,SULTANA,SECRETARY
+8470,29555,RAYEES,NIZAMI,SECRETARY
+8471,29555,RAYEES,NIZAMI,PRESIDENT
+8472,295616,ALBERT,COLLINS,INDIVIDUAL
+8473,295638,ROB,MENDELL,INDIVIDUAL
+8474,295657,DEREK,MULLINS,SECRETARY
+8475,295657,DEREK,MULLINS,PRESIDENT
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+9369,305425,DALE,AVIZA,SHAREHOLDER
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+9439,306119,STANISLAW,ZALINSKI,SOLE PROPRIETOR
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+9612,308590,MARIA,LOPEZ,SOLE PROPRIETOR
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+9617,308627,NADINE,MALOYAN,PRESIDENT
+9618,308627,NADINE,MALOYAN,SECRETARY
+9619,308664,ZINAB,ABURUKBAH,SECRETARY
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+9622,308740,MAURICE,COTTON,SOLE PROPRIETOR
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+9624,308742,MELVIN,BROOKS,PRESIDENT
+9625,308775,DAVID,WEINBERG,PRESIDENT
+9626,308790,TERRENCE,MOOTOO,MEMBER
+9627,308790,SUZANNE,MCAULAY,MEMBER
+9628,308790,ANTHONY,WAI,MEMBER
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+9630,308852,LUCIA,RODRIGUEZ,SOLE PROPRIETOR
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+9635,308966,CATHERINE,RICOBENE,MANAGING MEMBER
+9636,308980,SEUNG,CHOI,SOLE PROPRIETOR
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+9682,309483,MARIO,VENTRELLA,VICE PRESIDENT
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+9713,310173,RAYMUNDO,CANTERO,SOLE PROPRIETOR
+9714,310181,ANASTACIO,DE LA ROSA,SOLE PROPRIETOR
+9715,310182,LATONYA,NELSON,MANAGING MEMBER
+9716,310192,FOSCA,SHACKLETON WHITE,MANAGING MEMBER
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+9723,310285,SOFIA,LOPEZ,SOLE PROPRIETOR
+9724,310291,TAWFIQ,ABUOSBA,SOLE PROPRIETOR
+9725,3103,JOHN,ALAFOGIANIS,PRESIDENT
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+9732,310354,NIMATI,KHALIK,SECRETARY
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+9734,310355,IRMA,SEGURA,SOLE PROPRIETOR
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+9736,310363,WILLIAMTINE,BETHEA,SECRETARY
+9737,310365,DOMINGO,GARCIA,SOLE PROPRIETOR
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+9790,310952,NORMA,NAVARRO,SOLE PROPRIETOR
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+9828,31159,JOSE,HERNANDEZ,SOLE PROPRIETOR
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+9840,311704,MOHAMMAD,QUADRI,SECRETARY
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+9842,311707,ALICE,JACKSON,SECRETARY
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+9849,311792,NaN,NaN,MANAGING MEMBER
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+10022,313641,NaN,NaN,SHAREHOLDER
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+10783,323429,INSUK,KIM,SOLE PROPRIETOR
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+10806,323727,ALEN,ILIC,SECRETARY
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+11303,329436,MYUNG,JUN,SOLE PROPRIETOR
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+11305,329471,LANA,LEVIT,SOLE PROPRIETOR
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+11311,329489,ANTONIO,MORALES,MEMBER
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+11339,329740,SAMMY,MARAGHA,SOLE PROPRIETOR
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+11447,331116,SALVATORE,PAPPALITO,SECRETARY
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+11479,331493,CHARLES,PURNELL,PRESIDENT
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+11487,331642,BELEN,OCASIO,SECRETARY
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+11497,331793,LUIS,ALIAGA,SHAREHOLDER
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+11499,331795,Spencer,Ng,SECRETARY
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+11523,332043,SALVATORE,MILAZZO,MANAGING MEMBER
+11524,332043,NaN,NaN,MANAGING MEMBER
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+11532,332075,ROCCO,de GRASSE,SECRETARY
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+11539,332124,KAMALA,GHIMIRE,VICE PRESIDENT
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+11543,33219,ROSS,NEWELL,SECRETARY
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+11549,332223,MOUNIR,ZAMZAOUI,SECRETARY
+11550,332223,MOUNIR,ZAMZAOUI,PRESIDENT
+11551,332224,MIGUEL,SUAREZ,PRESIDENT
+11552,332224,MIGUEL,SUAREZ,SECRETARY
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+11554,332227,SALEM,SALEM,PRESIDENT
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+11556,332233,JACQUELINE,VARGAS,SECRETARY
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+11561,33228,HIROSHI,NAKANO,SECRETARY
+11562,33228,HIROSHI,NAKANO,PRESIDENT
+11563,33229,KATHY,GREEN-SEIWERT,PRESIDENT
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+11569,332357,TAYO,FAGMENI,PRESIDENT
+11570,332358,DEAN,WHARTON,SOLE PROPRIETOR
+11571,332446,BAO,SUN,SOLE PROPRIETOR
+11572,332446,JINBO,PANG,PARTNER
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+11575,3325,MAXINE,HYMAN,OTHER
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+11578,33255,DAVID,BALDWIN,SOLE PROPRIETOR
+11579,332585,NESTOR,CRUZ,PARTNER
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+12410,344100,JAVIER,ARELLANO,SOLE PROPRIETOR
+12411,344131,R. Steven,Ivey,SOLE PROPRIETOR
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+12420,344262,AAMIR,DAWOOD,SECRETARY
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+12452,344617,PAMELA,OSGOOD,MEMBER
+12453,34472,PATRICIA,MATHEWS,SOLE PROPRIETOR
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+12479,345080,HAMZEH,ALI,SHAREHOLDER
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+12492,345224,Alfredo,Jaramillo,PRESIDENT
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+12503,345226,KIRSTEN,BARRISH,SHAREHOLDER
+12504,345226,LUCAS,STOIOFF,MEMBER
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+12696,347942,FRED,HAWEKOTTE IV,SOLE PROPRIETOR
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+12718,34837,DAVID,BARR,SECRETARY
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+12720,348388,abdul,muqeet,PRESIDENT
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+12733,348581,JORDAN,JOSSIFOV,SECRETARY
+12734,348592,KEVIN,FOURTE,PRESIDENT
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+12736,348601,LARRY,CROSS,SOLE PROPRIETOR
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+12738,348604,PEGGY,AUSTIN,SHAREHOLDER
+12739,348604,PEGGY,AUSTIN,PRESIDENT
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+12792,348946,ELADIO,GONZALEZ,PRESIDENT
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+12794,348953,MOFUNOLUWASO,BELLO,SOLE PROPRIETOR
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+12824,349237,PETER,MCKNIGHT,SECRETARY
+12825,349237,VINETTE,MCKNIGHT,PRESIDENT
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+13133,35298,THOMAS,MORAN,OTHER
+13134,35298,PAMELA,FIELDS,SECRETARY
+13135,35298,MATTHEW,HYDE,PRESIDENT
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+13137,3530,JASON,RASKIN,ASST. SECRETARY
+13138,3530,PATRICE,RASKIN,SECRETARY
+13139,3530,KENNETH,RASKIN,PRESIDENT
+13140,3530,DANIEL,RASKIN,VICE PRESIDENT
+13141,353057,MARY,LOCKE-PENA,MEMBER
+13142,353083,JOHN,GOODWIN,SECRETARY
+13143,353083,JOHN,GOODWIN,PRESIDENT
+13144,353119,OLIVIA,SINGEORZAN,MANAGING MEMBER
+13145,353119,ILIE,SINGEORZAN,MANAGING MEMBER
+13146,353138,SAMUEL,DIAZ,PRESIDENT
+13147,353138,JOEL,DIAZ,SECRETARY
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+13151,353154,HAMZA,AMIR,PRESIDENT
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+13157,353225,JESUS,HERNANDEZ,MANAGING MEMBER
+13158,35325,STAN,RABER,SECRETARY
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+13160,353265,GRANT,RAYMOND,SOLE PROPRIETOR
+13161,353272,TY,FUJIMURA,MEMBER
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+13167,353392,EFREN,CUETO,SECRETARY
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+13171,35343,CESARIO,MURILLO,PRESIDENT
+13172,35348,SALVADOR,ALVAREZ,INDIVIDUAL
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+13176,353530,ofelia,carreno,SHAREHOLDER
+13177,353530,ofelia,carreno,PRESIDENT
+13178,353530,ofelia,carreno,SECRETARY
+13179,353558,RANDOLPH,FRIESER,MANAGING MEMBER
+13180,353639,ELIZABETH,JONES,SOLE PROPRIETOR
+13181,353651,JALISSA,SIMMONS,PRESIDENT
+13182,353651,JALISSA,SIMMONS,SECRETARY
+13183,353657,MAMTABEN,PATEL,SECRETARY
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+13187,353702,GAYLE,MOUNTAIN,SOLE PROPRIETOR
+13188,35380,MICHAEL,MURPHY,SECRETARY
+13189,35381,Timothy,Deck,PRESIDENT
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+13191,353841,RAUL,QUINTERO,SECRETARY
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+13195,353968,HETAL,PATEL,PRESIDENT
+13196,353968,HETAL,PATEL,SECRETARY
+13197,353995,SHAILESH,CHAUDHARI,PRESIDENT
+13198,353995,SHAILESH,CHAUDHARI,SECRETARY
+13199,354002,JESSE,PAREJA,MANAGING MEMBER
+13200,354016,EDGAR,SAMANIEGO,VICE PRESIDENT
+13201,354031,MARIA,MARTINEZ,SOLE PROPRIETOR
+13202,354059,RUBEN,PANTOJA,SOLE PROPRIETOR
+13203,354072,FIRAS,SULIEMAN,SECRETARY
+13204,354072,FIRAS,SULIEMAN,PRESIDENT
+13205,35409,KAREN,GUTBITZ,SECRETARY
+13206,35409,NICHOLAS,SINADINOS,PRESIDENT
+13207,354132,RODNEY,DENNIS,SOLE PROPRIETOR
+13208,354160,KENNETH,COLE,SECRETARY
+13209,354160,JOHN,SZNEWAJS,PRESIDENT
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+13211,354171,ELVIA,ALMEIDA,PRESIDENT
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+13215,354202,Ursula,Luba,SHAREHOLDER
+13216,354202,Ursula,Luba,SECRETARY
+13217,354202,Zbigniew,Malinowski,PRESIDENT
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+13221,354209,Devona Dellahoussaye,Dellahoussaye,PRESIDENT
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+13224,35423,LOUIS,KOCSIS,SECRETARY
+13225,354243,O'DONNELL,WINCHESTER,MANAGING MEMBER
+13226,354243,JOHN,WINCHESTER,MEMBER
+13227,354251,BARBARA,WRIGHT,INDIVIDUAL
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+13238,35436,DIEGO,ROSETTI,PRESIDENT
+13239,354360,Peter,Garvy,MANAGING MEMBER
+13240,3544,SEFERINO,FLORES,PRESIDENT
+13241,3544,MARIA,FLORES,SECRETARY
+13242,35441,GERRY,O'CONNELL,SECRETARY
+13243,35441,SCOTT,FINNEGAN,PRESIDENT
+13244,354440,Julie,Love,MANAGING MEMBER
+13245,354490,MOSHE,KHOSHABA,SECRETARY
+13246,354490,BOULOS,ESTAFANOUS,PRESIDENT
+13247,35450,GLORIA,HAMMOND,SECRETARY
+13248,35450,HENRY,HAMMOND,PRESIDENT
+13249,354521,PIYUSHKUMAR,PATEL,TREASURER
+13250,354521,SHILPA,PATEL,SECRETARY
+13251,354521,SHILPA,PATEL,PRESIDENT
+13252,354591,Danita,Johnson,SOLE PROPRIETOR
+13253,35460,HUMBERTO,CAMACHO,PRESIDENT
+13254,35460,ADRIAN,CAMACHO,OTHER
+13255,35460,NICOLAS,CAMACHO,SECRETARY
+13256,354628,JESSE,PAREJA,MANAGING MEMBER
+13257,354660,HO YOUNG,HONG,SECRETARY
+13258,354660,YUN YOUNG,HONG,PRESIDENT
+13259,354666,PAULINA,SERWAH,SOLE PROPRIETOR
+13260,354693,Dianna,Smith,SECRETARY
+13261,354693,Craig,Toder,PRESIDENT
+13262,354724,SERIFA,HUSKIC,SECRETARY
+13263,354724,SERIFA,HUSKIC,PRESIDENT
+13264,354759,KWI HO,CHOI,SECRETARY
+13265,354759,KWI HO,CHOI,PRESIDENT
+13266,354763,SASA,KRASIC,PRESIDENT
+13267,354763,SASA,KRASIC,SECRETARY
+13268,354798,FADI,KHALIL,SHAREHOLDER
+13269,354798,FADI,KHALIL,PRESIDENT
+13270,354798,HITHAM,KHALIL,SECRETARY
+13271,354798,HITHAM,KHALIL,SHAREHOLDER
+13272,354850,JULIO,GONZALEZ,MANAGING MEMBER
+13273,354875,Bill,Carlson,SHAREHOLDER
+13274,354878,JOHN,NITSCHKE,SECRETARY
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+13276,354969,ZULFIQAR,QURESHI,PRESIDENT
+13277,354992,Samantha Skye,Enyeart,MANAGING MEMBER
+13278,354992,Adam,Rust,MEMBER
+13279,35503,APRIL,JOHNSON,PRESIDENT
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+13283,35513,BADRIH,KANNO,SECRETARY
+13284,355157,DAINTRY,MC FADDEN,MANAGING MEMBER
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+13286,355171,HOWARD,MCKENNA,MANAGING MEMBER
+13287,355171,NaN,NaN,MANAGING MEMBER
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+13289,355171,BRIAN,GOLINVAUX,SHAREHOLDER
+13290,355171,JOHN,GREESON III,MANAGING MEMBER
+13291,355187,ALDENITA,HARDWICK,SOLE PROPRIETOR
+13292,355218,NORMA,BODY,INDIVIDUAL
+13293,355232,Korula,Abraham,MEMBER
+13294,355237,SHILPA,PATEL,PRESIDENT
+13295,355237,SHILPA,PATEL,SECRETARY
+13296,355289,Curtis,Baney,SOLE PROPRIETOR
+13297,3553,RICHARD,ROTHKOPF,PRESIDENT
+13298,355307,DANIEL,WIERCK,MEMBER
+13299,355307,FEDERICO,TAYLOR,MEMBER
+13300,355307,NaN,NaN,MANAGER
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+13303,355347,Eduardo,Vera,PRESIDENT
+13304,355347,Eduardo,Vera,SECRETARY
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+13306,355364,MAGED,SALEM,SECRETARY
+13307,355364,MAGED,SALEM,PRESIDENT
+13308,355366,LUIS,BACALLAO,SOLE PROPRIETOR
+13309,355371,SEAN,CANNON,MANAGING MEMBER
+13310,35538,CLAY,CANADAY,OTHER
+13311,355410,NaN,NaN,SHAREHOLDER
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+13313,355430,SCOTT,SCHUSTER,MANAGING MEMBER
+13314,355432,Hail,Saeed,SECRETARY
+13315,355432,Hail,Saeed,PRESIDENT
+13316,355482,SCOTT,SUCKOW,MANAGING MEMBER
+13317,355495,CLAUDIA,PEREZ-ALARCON ARGUELLES,INDIVIDUAL
+13318,355498,Hugo,Perez,SECRETARY
+13319,355498,Hugo,Perez,PRESIDENT
+13320,355498,Hugo,Perez,SHAREHOLDER
+13321,355521,MARY LOU,BURKE,MANAGING MEMBER
+13322,355521,STEPHEN,DREIER,MANAGING MEMBER
+13323,355521,STEPHEN,KRAMER,MANAGING MEMBER
+13324,355538,MAHER,ALABDALLAH,SECRETARY
+13325,355538,MAHER,ALABDALLAH,PRESIDENT
+13326,355566,SHAYNA,SWANSON,MANAGING MEMBER
+13327,355573,WILLIAM,MELLOR,PRESIDENT
+13328,355573,STEVEN,ANDERSON,TREASURER
+13329,355573,DEBORAH,SIMPSON,SECRETARY
+13330,355635,MARIA,REYES,SOLE PROPRIETOR
+13331,355702,MARY,CAMPBELL,MANAGING MEMBER
+13332,355702,DAVID,CAMPBELL,MANAGING MEMBER
+13333,35572,CHARLES,SCHWARTZ,PRESIDENT
+13334,35572,CHARLES,SCHWARTZ,TREASURER
+13335,35572,CHARLES,SCHWARTZ,SECRETARY
+13336,355731,SEAN,RHOLL,INDIVIDUAL
+13337,355732,TONY,CAREY,TREASURER
+13338,355732,TIMOTHY,CAREY,PRESIDENT
+13339,35575,BARBARA,LEJA,SECRETARY
+13340,35575,BARBARA,LEJA,PRESIDENT
+13341,355767,NARENDRA,PATEL,SECRETARY
+13342,355767,NARENDRA,PATEL,PRESIDENT
+13343,355792,Andrew,Jepsen,SOLE PROPRIETOR
+13344,355798,Erin,McGuire,MANAGING MEMBER
+13345,3558,WILSON,TORRES,PRESIDENT
+13346,3558,WILSON,TORRES,SECRETARY
+13347,355872,MARIA,MENDEZ,SOLE PROPRIETOR
+13348,355883,JERRY,NEMETH,SECRETARY
+13349,355914,DARLENE,DOSS-SERAPHIN,INDIVIDUAL
+13350,35595,GARRY,BUCKRUCKER,SECRETARY
+13351,356,LORRAINE,REIFF-LIAKOURAS,PRESIDENT
+13352,356,LORRAINE,REIFF-LIAKOURAS,SECRETARY
+13353,356002,EDIN,BEGIC,MEMBER
+13354,35603,CONNIE,MATHEU,SECRETARY
+13355,35603,ELLIS,MATHEU,PRESIDENT
+13356,35605,ZORA,IVANOV,SECRETARY
+13357,35605,GEORGI,IVANOV,PRESIDENT
+13358,35611,JOBE,CERNY,OTHER
+13359,356150,DOBRILA,PINTAR,SOLE PROPRIETOR
+13360,3562,FELIA,CANNELLA,OTHER
+13361,356214,GEORGES,MANSOUR,SECRETARY
+13362,356245,EDWARD,KIM,PRESIDENT
+13363,356245,NATHANIEL,CHUNG,SECRETARY
+13364,356245,VICTORIA,KIM,SHAREHOLDER
+13365,356245,JENNIFER,KIM,SHAREHOLDER
+13366,35628,SORAYA,KHAN,PRESIDENT
+13367,35628,FAIZULLAH,KHAN,SECRETARY
+13368,356287,KULVINDER,KAUR,SOLE PROPRIETOR
+13369,35629,LARRY,GROSSMANN,PRESIDENT
+13370,35629,LARRY,GROSSMANN,SECRETARY
+13371,356362,Bryan,Brooks,SHAREHOLDER
+13372,356362,Bryan,Brooks,SECRETARY
+13373,356362,Bryan,Brooks,PRESIDENT
+13374,356426,ALI,YOUSEF,SECRETARY
+13375,356487,RICHARD,THOMPSON,PRESIDENT
+13376,35657,ANDY,ZIMMERMAN,PRESIDENT
+13377,35657,ANDY,ZIMMERMAN,SECRETARY
+13378,35658,JAMES,VOSS,PRESIDENT
+13379,35658,JAMES,VOSS,SECRETARY
+13380,356604,Kristin,Myers,SOLE PROPRIETOR
+13381,356608,GUADALUPE,BARRERA,SECRETARY
+13382,356608,JOEL,LINARES,MANAGING MEMBER
+13383,356642,MICHAEL,SMITH,MANAGING MEMBER
+13384,356642,NICOLAS,LAWSON,MANAGING MEMBER
+13385,356646,Boris,Barvish,MANAGING MEMBER
+13386,356646,Ruben,Garcia,MANAGING MEMBER
+13387,35669,JOHN,POLLOCK,OTHER
+13388,356722,CARLOS,LAMAS,PRESIDENT
+13389,356722,SERGIO,LAMAS,SECRETARY
+13390,356728,LLOYD,EATON,INDIVIDUAL
+13391,356756,JESUS,GARIBAY,SOLE PROPRIETOR
+13392,356771,ANGELI,FIGUEROA,SOLE PROPRIETOR
+13393,356772,SHARON,PERAZZOLI,SECRETARY
+13394,356780,GEORGE,CORUTHERS,PRESIDENT
+13395,356780,VERLITA,CORUTHERS,SECRETARY
+13396,356780,DONOVAN,CORUTHERS,VICE PRESIDENT
+13397,3568,WILLIAM,FLOOD,PRESIDENT
+13398,3568,TERANCE,PAWLOWSKI,SECRETARY
+13399,35681,LAWRENCE,OKRENT,PRESIDENT
+13400,35681,GEORGE,KISEL,SECRETARY
+13401,356868,Elsie,Keith,SECRETARY
+13402,356868,Steve,Kranyec,PRESIDENT
+13403,35689,ASLAM,MASOOD,SECRETARY
+13404,35689,MICHAEL,RIGAS,OTHER
+13405,35689,SOHAIL,MASOOD,PRESIDENT
+13406,35689,SOHAIL,MERCHANT,OTHER
+13407,356896,RODI,BUSTAMANTE,SOLE PROPRIETOR
+13408,356927,BILL,WILLIAMS,MEMBER
+13409,356952,IRYNA,MARTYN,SECRETARY
+13410,356952,IRYNA,MARTYN,PRESIDENT
+13411,356985,KYU,CHOI,PRESIDENT
+13412,356985,KYU,CHOI,SECRETARY
+13413,357,TITO,VELAZQUEZ,SOLE PROPRIETOR
+13414,357040,PRADEEP,PATEL,SECRETARY
+13415,357040,PRADEEP,PATEL,PRESIDENT
+13416,35707,SALAMAT,SHEICH,PRESIDENT
+13417,35707,SALAMAT,SHEICH,SECRETARY
+13418,357075,Andrew,Owens,SOLE PROPRIETOR
+13419,357080,CHRISTEL,HERARD,PRESIDENT
+13420,357080,CHRISTEL,HERARD,SECRETARY
+13421,357100,OSAMA,KARTOUM,PRESIDENT
+13422,357100,AKRAM,JABER,SECRETARY
+13423,357123,JEREMY,SCHAEFER,SOLE PROPRIETOR
+13424,357144,Joseph,Betancourt,PRESIDENT
+13425,357144,Joseph,Betancourt,SECRETARY
+13426,357144,Joseph,Betancourt,SHAREHOLDER
+13427,357145,YASMIN,CURTIS,SECRETARY
+13428,357145,YASMIN,CURTIS,PRESIDENT
+13429,357160,HUI SUK,SHIN,SOLE PROPRIETOR
+13430,357167,MAHMOUD,AYYAD,SECRETARY
+13431,35717,CURTIS,MATTHEWS III,PRESIDENT
+13432,35717,CURTIS,MATTHEWS,SECRETARY
+13433,35717,FRANK,AUTUNNALE,TREASURER
+13434,35717,LINDA,MATTEWS,SHAREHOLDER
+13435,357179,MYONG,KIM,SOLE PROPRIETOR
+13436,357187,TIMOTHY,MCKEAN,TREASURER
+13437,357202,NIRAV,PATEL,SECRETARY
+13438,357202,NIRAV,PATEL,PRESIDENT
+13439,357320,Irene,Cisneros,SECRETARY
+13440,357320,Antonio,Cisneros,PRESIDENT
+13441,357331,NaN,NaN,MANAGING MEMBER
+13442,357331,THOMAS,BURDI,OTHER
+13443,357331,RICHARD,FAPART,SECRETARY
+13444,357331,TODD,GIANNOBLE,MEMBER
+13445,357331,RONNIE,BERGER,SECRETARY
+13446,357331,GREGORY,FAY,VICE PRESIDENT
+13447,357331,BRIAN,NORDAHL,DIRECTOR
+13448,357338,Brian,Rowland,MANAGING MEMBER
+13449,357367,IMAN,BAMBOOYANI,MANAGING MEMBER
+13450,357367,JAMES,WEISS,MANAGING MEMBER
+13451,357385,ANGELA,BRYANT-NICHOLSON,MANAGING MEMBER
+13452,357388,ANNETTE,MUNGUIA,SOLE PROPRIETOR
+13453,357418,TERESA,CASTILLO-HERNANDEZ,SOLE PROPRIETOR
+13454,35743,JOSEPH,COZZI,PRESIDENT
+13455,35743,JOSEPH,COZZI,SECRETARY
+13456,357461,EZELDEEN,ELFAWAIR,SECRETARY
+13457,357461,MAHMOUD,TAWIL,PRESIDENT
+13458,35747,DIANE,MAC WILLIAMS,SECRETARY
+13459,35747,DIANE,MAC WILLIAMS,PRESIDENT
+13460,357470,Paul,Jedlicka,PRESIDENT
+13461,35748,ROBERT,WALSH,SECRETARY
+13462,35748,THOMAS,SOMMERS,PRESIDENT
+13463,357487,FARRAH,MONROE,PRESIDENT
+13464,357487,FARRAH,MONROE,SECRETARY
+13465,357505,KAREN,CARROLL,SECRETARY
+13466,357505,KAREN,CARROLL,PRESIDENT
+13467,35751,HENRY,ZEMOLA,SECRETARY
+13468,35751,HENRY,ZEMOLA,PRESIDENT
+13469,357572,ENRIQUE,MARTINEZ,MEMBER
+13470,357605,FADI,SULTAN,PRESIDENT
+13471,357637,EDWARD,FORTE,SECRETARY
+13472,357637,EDWARD,FORTE,PRESIDENT
+13473,357714,MARISELA,MAYORGA,SECRETARY
+13474,357714,MARISELA,MAYORGA,PRESIDENT
+13475,357730,LUAI,HASAN,SOLE PROPRIETOR
+13476,357732,Artemisa,Sepe,PRESIDENT
+13477,357787,HANNA,JONAS,SECRETARY
+13478,357787,TAMAS,ORBAN,PRESIDENT
+13479,3578,RANDFORD,LEWIS,PRESIDENT
+13480,357808,FRANCISCO,MARTINEZ,SECRETARY
+13481,357808,FRANCISCO,MARTINEZ,PRESIDENT
+13482,357823,YOUSEF,HIRMIZ,PRESIDENT
+13483,357823,LAZAR,SHABO,PRESIDENT
+13484,357823,YOUSEF,HIRMIZ,SECRETARY
+13485,357841,IGNACIO,DOMINGUEZ,SOLE PROPRIETOR
+13486,357870,RABIA,MALIK,PRESIDENT
+13487,357870,RABIA,MALIK,SECRETARY
+13488,357932,SANA,HUSSAIN,SECRETARY
+13489,357932,SANA,HUSSAIN,PRESIDENT
+13490,357937,SHABEENA,AFRIDI,PRESIDENT
+13491,357937,SHABEENA,AFRIDI,SECRETARY
+13492,35795,JOHN,BERGER,PRESIDENT
+13493,35795,WILLIAM,BERGER,PRESIDENT
+13494,357959,Michael,Arbor,MEMBER
+13495,357959,Penny,Sheinfeld,MEMBER
+13496,357959,Gerald,Zodani,MEMBER
+13497,357959,Robert,Shatkin,MANAGING MEMBER
+13498,357959,Henry,Shatkin,MEMBER
+13499,35797,ROBERT,WAGNER,PRESIDENT
+13500,35797,ROBERT,WAGNER,SECRETARY
+13501,357993,NaN,NaN,MEMBER
+13502,357993,Christopher,Foufas,MANAGING MEMBER
+13503,357995,JAWARA,HARRIS,MANAGING MEMBER
+13504,35801,ETHEL,DANIEL,SOLE PROPRIETOR
+13505,358032,SAMANTHA,BATES,PRESIDENT
+13506,358044,JOSE,GONZALEZ,SECRETARY
+13507,358044,JOSE,GONZALEZ,PRESIDENT
+13508,358095,LARS-TONY,HOGDAHL,MANAGING MEMBER
+13509,358095,STEPHANIE,ERSKINE,MANAGING MEMBER
+13510,358105,BRIAN,MAGGI,SECRETARY
+13511,358113,ANN,JOSEPH,PRESIDENT
+13512,358113,GEORGE,URBIETA,SECRETARY
+13513,358171,LAURA,LOMBARDI,SOLE PROPRIETOR
+13514,358186,AMADA,MEZA,SECRETARY
+13515,358186,CONSTANTINO,MEZA,PRESIDENT
+13516,358189,koreen,blosky,MANAGING MEMBER
+13517,3582,MICHAEL,FRASER,SECRETARY
+13518,3582,MICHAEL,FRASER,PRESIDENT
+13519,358313,CHERI,JONES,MANAGING MEMBER
+13520,358313,MAURICE,JONES,MANAGING MEMBER
+13521,358368,ROBERT,McHUGH,MANAGING MEMBER
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+13579,358995,KIMBERLY,PRITCHETT,SECRETARY
+13580,359069,MARIA,ARRIETA,SOLE PROPRIETOR
+13581,35907,WILLIAM,ANDREWS,VICE PRESIDENT
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+13601,359380,AMBREEN,SUNDHRANI,SHAREHOLDER
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+13605,359492,KAMRAN,MOVAFAGH,SECRETARY
+13606,359492,MEHDI,MOVAFAGH,VICE PRESIDENT
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+13608,359497,BARBARA,PELTY,SOLE PROPRIETOR
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+13620,359684,VALENTIN,GARCIA,MEMBER
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+13626,359731,OCTAVIO,PEREZ,PRESIDENT
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+13639,359865,HONG,DOAN,SOLE PROPRIETOR
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+13686,360287,princess,thomas,SOLE PROPRIETOR
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+13698,360558,ANNA - HEESOOK,YI,SOLE PROPRIETOR
+13699,36058,GAIL,SWAIN,SECRETARY
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+13702,360602,LUIS,ATILANO,SECRETARY
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+13714,360707,KHALEEL,SHAWABKEH,SECRETARY
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+13743,361074,CELESTE,DOLAN,PRESIDENT
+13744,361074,DEVON,BERGMAN,SECRETARY
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+13772,361459,COREY,LENOIR,INDIVIDUAL
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+13792,361895,JAYANTILAL,PATEL,SOLE PROPRIETOR
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+13809,362201,DAVID,NABWANGU,INDIVIDUAL
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+13816,362334,WIDAD,JABER,SECRETARY
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+13822,362354,RICARDO,FRAUSTO,INDIVIDUAL
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+13825,362390,CHIMIELKA,CHAMPION,SECRETARY
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+13827,362406,CONCEPCION,COHETZALTITLA - MONROY,INDIVIDUAL
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+13834,362439,CONSTANTINE,MIHAS,MANAGING MEMBER
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+13839,362494,KIMBERLY,MEYER-KINN,MANAGING MEMBER
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+13856,362861,MARIA,FONSECA,SOLE PROPRIETOR
+13857,362893,Dennis,Johnson,SOLE PROPRIETOR
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+13859,36291,ROBERT,ROSENBERG,PRESIDENT
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+13868,362954,MICHAEL,SHAPKAROV,MANAGING MEMBER
+13869,362962,LAURIE,CHANG,SECRETARY
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+13872,362984,STEPHEN,LAZARUS,MANAGING MEMBER
+13873,3630,MAHMOUD,MADBOULY,SOLE PROPRIETOR
+13874,36305,JOSE,NARANJO,OTHER
+13875,363062,RICARDO,CARRILLO,SECRETARY
+13876,363062,RICARDO,CARRILLO,PRESIDENT
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+13878,363067,AMMAR,KISHTOW,SECRETARY
+13879,363067,AMMAR,KISHTOW,SHAREHOLDER
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+13881,36307,DONALD,RIDGE,SECRETARY
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+13885,363096,MISLEYDYS,GARRIDO - ZARATE,INDIVIDUAL
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+13887,36310,Haifa,Sharifeh,SHAREHOLDER
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+13891,363202,MAURICE,COOPER,MANAGING MEMBER
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+13893,363202,TRAVARES,CRAYTON,MANAGING MEMBER
+13894,363207,REGINALD,COLEMAN,SOLE PROPRIETOR
+13895,363310,JERRY,WALD,SECRETARY
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+13898,363453,NAFEES,ALIM,SOLE PROPRIETOR
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+13900,36348,MARVIN,GLEICHER,PRESIDENT
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+13902,363538,JAY,GOTTFRED,MANAGING MEMBER
+13903,363538,ROBERT,GOTTFRED,MANAGING MEMBER
+13904,363587,JACKIE,WRIGHT,SHAREHOLDER
+13905,3636,ANTHONY,TROIANO,PRESIDENT
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+13908,363652,NaN,NaN,MANAGING MEMBER
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+13910,36369,DAVID,COOKE,SECRETARY
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+13912,36371,ALLYSON,HARRIS,PRESIDENT
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+13914,363724,NaN,NaN,MANAGING MEMBER
+13915,36374,DANIEL,DANKHA,PRESIDENT
+13916,36374,YOUNIA,DANKHA,SECRETARY
+13917,363742,CHARLES,THOMPSON,MANAGING MEMBER
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+13919,36379,ZACHARY,STRAUSS,VICE PRESIDENT
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+13921,36379,ANN,CHEN,SHAREHOLDER
+13922,36379,STEVEN,STRAUSS,PRESIDENT
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+13924,363798,GHASAN,ABU RIZEK,PRESIDENT
+13925,36383,WILLIAM,RIPPLE,PRESIDENT
+13926,36383,WILLIAM,RIPPLE,SECRETARY
+13927,36386,ANDRZEJ,BORATYNSKI,SOLE PROPRIETOR
+13928,363873,Jay,Galluzzo,PRESIDENT
+13929,36391,RITA,GARCIA,SOLE PROPRIETOR
+13930,36392,SACIT,KARA,SECRETARY
+13931,36392,SACIT,KARA,PRESIDENT
+13932,363922,MARK,MITCHELL,TREASURER
+13933,363922,THOMAS,KISER,SECRETARY
+13934,363922,IRENE,THOMPSON,PRESIDENT
+13935,363976,DOLORES,PALACIOS-ESQUIVEL,SOLE PROPRIETOR
+13936,363991,NARINDER,ARORA,PRESIDENT
+13937,36402,DAVID,RAMBHAJAN,SECRETARY
+13938,36402,DAVID,RAMBHAJAN,PRESIDENT
+13939,364021,YETUNDE,AKINYEMI,SOLE PROPRIETOR
+13940,364068,kevin,owings,SOLE PROPRIETOR
+13941,364110,Michael,Goldberg,GENERAL PARTNER
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+13943,364110,NaN,NaN,LIMITED PARTNER
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+13945,364218,FRANCIS,CANTAFIO,MANAGING MEMBER
+13946,364227,TAMEKI,WARNER,PRESIDENT
+13947,364227,TAMEKI,WARNER,SECRETARY
+13948,364237,CINDY,HOLLER,PRESIDENT
+13949,364237,TONY,MASTRACCI,TREASURER
+13950,364237,MARK,ANGELINI,VICE PRESIDENT
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+13952,36427,DANIEL,GRISKO,PRESIDENT
+13953,36432,MICHELLE,GAGE,SECRETARY
+13954,36432,BRUCE,GAGE,PRESIDENT
+13955,364404,Liv,Arnold,SHAREHOLDER
+13956,364404,Liv,Arnold,PRESIDENT
+13957,364404,Liv,Arnold,SECRETARY
+13958,364404,Kenneth,Apa,SHAREHOLDER
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+13961,36452,KENNETH,WHEATEN,PRESIDENT
+13962,364614,ADELA,OTHMAN,SHAREHOLDER
+13963,364614,ADELA,OTHMAN,PRESIDENT
+13964,364614,ADELA,OTHMAN,SECRETARY
+13965,364636,ABDULLQADER,SALEH,PRESIDENT
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+13982,364974,TARIQ,MAHMOOD,PRESIDENT
+13983,3650,ASHER,JAFFE,SECRETARY
+13984,36509,CHARLIE,JUNG,SOLE PROPRIETOR
+13985,3651,PHILLIP,DEGERATTO,SECRETARY
+13986,3651,PHILLIP,DEGERATTO,PRESIDENT
+13987,36513,RHONDA,KANTOR,PRESIDENT
+13988,36513,RHONDA,KANTOR,SECRETARY
+13989,365250,Lori,Lins,SHAREHOLDER
+13990,365250,Lori,Lins,PRESIDENT
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+13993,36526,MOHAMMAD,ABDEL KARIM,PRESIDENT
+13994,36526,MOHAMMAD,ABDEL KARIM,SECRETARY
+13995,365304,Lalen,Nuth,SECRETARY
+13996,365307,Mark,Botelho,MEMBER
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+13999,365331,CHRISTIAN,MORENO,MEMBER
+14000,365335,Socorro,Gonzalez,SECRETARY
+14001,365335,Socorro,Gonzalez,PRESIDENT
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+14003,36534,JAE,LEE,SECRETARY
+14004,365350,MICHAEL,STEIN,MANAGING MEMBER
+14005,365366,CARMEN,HERNANDEZ,SOLE PROPRIETOR
+14006,365471,BRANNON,LAMBERT,MANAGING MEMBER
+14007,365471,DYLAN,BURGESS,MANAGING MEMBER
+14008,36549,PHILIP,LINDEMAN,SECRETARY
+14009,36549,NaN,NaN,PRESIDENT
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+14013,365537,BRYAN,HARNEY,SECRETARY
+14014,365558,MAHMOUD,TAWIL,SECRETARY
+14015,365558,MAHMOUD,TAWIL,PRESIDENT
+14016,36556,RANDI,WINE,SECRETARY
+14017,36556,RANDI,WINE,PRESIDENT
+14018,365629,JESUS,LOPEZ-ROSAS,SOLE PROPRIETOR
+14019,365652,TORAJ,TALEBI,SECRETARY
+14020,365652,TORAJ,TALEBI,PRESIDENT
+14021,365653,MARIE,ETIENNE,SECRETARY
+14022,365653,EDVANS,ETIENNE,PRESIDENT
+14023,365736,ELIA,SALGADO,INDIVIDUAL
+14024,365751,MAX,WAGNER,MANAGING MEMBER
+14025,365751,JEFFREY,CALLAHAN,MANAGING MEMBER
+14026,365751,LUCAS,KING,MANAGING MEMBER
+14027,365778,zachary,Brown,SOLE PROPRIETOR
+14028,3658,RUKHSANA,ALI,SECRETARY
+14029,3658,SULTAN,ALI,PRESIDENT
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+14031,36580,WERNER,SCHWESIG,SECRETARY
+14032,365853,TIFFANY,GOODMAN,SOLE PROPRIETOR
+14033,365899,TERRY,THOMAS,PRESIDENT
+14034,365953,IL,KIM,SECRETARY
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+14036,365990,Kian,Lynn,MANAGING MEMBER
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+14038,36605,MARIO,SARABIA,PRESIDENT
+14039,36606,RONALD,PAPROCKI,SECRETARY
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+14043,3661,PETER,CHIGAS,SECRETARY
+14044,3661,CONSTANTNE,DRUGAS,OTHER
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+14046,366116,ROCHER,LANDRUM,SECRETARY
+14047,366116,SHELLY,MCKINNEY,PRESIDENT
+14048,366171,MANISH,PATEL,VICE PRESIDENT
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+14050,366171,PANKAJ,PATEL,TREASURER
+14051,366171,SAMIR,PATEL,SHAREHOLDER
+14052,366171,PARAS,SHARMA,PRESIDENT
+14053,366171,CHATALI,PATEL,SHAREHOLDER
+14054,366179,SHADI,BAKER,SECRETARY
+14055,366179,SHADI,BAKER,PRESIDENT
+14056,366198,EVELYN,VAZQUEZ,OTHER
+14057,366198,EDGAR,GARCIA,PRESIDENT
+14058,366234,ABDELMAJEED,ISMAIL,SHAREHOLDER
+14059,366234,ABDELMAJEED,ISMAIL,PRESIDENT
+14060,366234,AMJAD,WAZWAZ,SHAREHOLDER
+14061,366234,AMJAD,WAZWAZ,SECRETARY
+14062,366252,ANASTACIO,GABRIEL,PRESIDENT
+14063,366252,ANASTACIO,GABRIEL,SECRETARY
+14064,366262,AWADH,AHMED,PRESIDENT
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+14067,36627,ALFRED,COHEN,PRESIDENT
+14068,36627,NaN,NaN,SHAREHOLDER
+14069,366301,TARA,KEOGH,SOLE PROPRIETOR
+14070,366311,MARIA,ALCANTAR,SOLE PROPRIETOR
+14071,366336,Rashad,Darwish,SECRETARY
+14072,366336,Rashad,Darwish,PRESIDENT
+14073,36639,IAN,SCOTT,SECRETARY
+14074,36639,JACQUELINE,SCOTT,VICE PRESIDENT
+14075,36639,IAN,SCOTT,PRESIDENT
+14076,366416,JENNIFER,DIEAS,MANAGING MEMBER
+14077,366431,IVAN,MALAGON,SOLE PROPRIETOR
+14078,366441,CRISPIN,TEUFEL,SECRETARY
+14079,366441,CRISPIN,TRUFEL,TREASURER
+14080,366441,CRISPIN,TEUFEL,CEO
+14081,366441,GREG,McCARTHY,VICE PRESIDENT
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+14083,366497,JUANA,SANDOVAL,SECRETARY
+14084,366497,JUANA,SANDOVAL,PRESIDENT
+14085,36651,MOHAMMED,NAJEEB,SECRETARY
+14086,36651,SERGIO,GOMEZ,PRESIDENT
+14087,366561,NANCY,ANGELAIR,MANAGING MEMBER
+14088,366591,Robert,Krueger,PRESIDENT
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+14090,366591,Robert,Krueger,SHAREHOLDER
+14091,366591,Peter,Koch,SHAREHOLDER
+14092,366617,CARLOS,CALLE,SECRETARY
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+14094,366617,JUAN,BASTIDAS,SHAREHOLDER
+14095,366661,NANCY,SCHMIDT,MANAGING MEMBER
+14096,366661,JODY,SCHMIDT,MANAGING MEMBER
+14097,366732,CECILIO,MANAOIS,MEMBER
+14098,366732,AMEEN,AHMED,MEMBER
+14099,366732,NAIF,ALASKARI,MANAGING MEMBER
+14100,366742,Brett,Laoruangroch,SOLE PROPRIETOR
+14101,36683,SOCORRO,MARTINEZ,OTHER
+14102,366844,NaN,NaN,MEMBER
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+14104,36685,JOHN,GOBBO,PRESIDENT
+14105,36685,CATHERINE,WALLEY,SECRETARY
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+14107,36690,JOHN,SCHIRILO,PRESIDENT
+14108,36690,JOHN,SCHIRILO,SECRETARY
+14109,366947,KONG,LONG NI,PRESIDENT
+14110,366947,?,NaN,SHAREHOLDER
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+14112,366965,RAMON,COLON,SECRETARY
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+14115,367031,Kristin,Smith,PRESIDENT
+14116,367044,MARCELINO,LUQUE,SECRETARY
+14117,367044,MARCELINO,LUQUE,PRESIDENT
+14118,367115,MELISSA,BARNHART,SOLE PROPRIETOR
+14119,36715,MARTHA,YOUNG,OTHER
+14120,367150,SAMIR,ABBADI,SECRETARY
+14121,367150,SAMIR,ABBADI,PRESIDENT
+14122,367150,SAMIR,ABBADI,SHAREHOLDER
+14123,367217,Rosa,Rivas,SECRETARY
+14124,367246,JOSE,ORTEGA,SECRETARY
+14125,367246,JOSE,ORTEGA,PRESIDENT
+14126,367269,PEDRO,MARTINEZ-CAMACHO,SOLE PROPRIETOR
+14127,367279,PYONG SOON,KIM,PRESIDENT
+14128,367279,HEE JU,KIM,SHAREHOLDER
+14129,367279,PYONG SOON,KIM,SECRETARY
+14130,36733,ANGELA,GARRETT,PRESIDENT
+14131,36733,ANGELA,GARRETT,SECRETARY
+14132,367348,MAURO,RAMOS,PRESIDENT
+14133,367348,LAURENCIA,NUNEZ,SECRETARY
+14134,367355,JACQUES,LORVINCE,PRESIDENT
+14135,367366,JORGE,VILCHIS-LAGOS,SOLE PROPRIETOR
+14136,367395,CARLO,PRIVITERA,PRESIDENT
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+14139,367395,TRENT,RENTFROW,VICE PRESIDENT
+14140,367437,YU,QIU,SOLE PROPRIETOR
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+14142,36749,JEFFREY,STIGLICH,OTHER
+14143,367513,CLAUDIO,DUCHIMAZA,SECRETARY
+14144,367513,CLAUDIO,DUCHIMAZA,PRESIDENT
+14145,367515,PATRICK,KEANE,MANAGING MEMBER
+14146,367530,ELIZABETH,GOODMAN,SOLE PROPRIETOR
+14147,367532,SEBASTIAN,VAZQUEZ,SECRETARY
+14148,367551,DONNA,HOLLIE,PRESIDENT
+14149,367566,FRED,MCDONALD,PRESIDENT
+14150,367569,JEFFREY,HALLEAD,SOLE PROPRIETOR
+14151,36757,NANCY,GORCHOFF,SECRETARY
+14152,36757,RICHARD,KONST,PRESIDENT
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+14155,36759,WAN,LEE,PARTNER
+14156,367618,PAUL,KAPPIL,PRESIDENT
+14157,367618,PAUL,KAPPIL,SECRETARY
+14158,367637,Norman,Lynn,MANAGING MEMBER
+14159,367662,VERONICA,GONZALEZ,SOLE PROPRIETOR
+14160,367670,JOSEPH,CAPORASO,TREASURER
+14161,367675,said,qreini,SECRETARY
+14162,367675,said,qreini,PRESIDENT
+14163,367684,Kelli,Low,SOLE PROPRIETOR
+14164,367691,NICOLE,MC CREARY,MANAGING MEMBER
+14165,367724,CESAR,VASQUEZ,PRESIDENT
+14166,367724,CESAR,VASQUEZ,SECRETARY
+14167,367803,MICHAEL,CONNELLY,MEMBER
+14168,367803,RYAN,STEENROD,MEMBER
+14169,367821,FELICITAS,CUENCA,SOLE PROPRIETOR
+14170,367826,Robert,Pelaski,PRESIDENT
+14171,36783,JOSHUA,GLAZIER,PRESIDENT
+14172,36783,JOSHUA,GLAZIER,SECRETARY
+14173,367847,KEVIN,COBOS,SOLE PROPRIETOR
+14174,367849,KATARZYNA,BIALKOWSKA,PRESIDENT
+14175,367849,KATARZYNA,BIALKOWSKA,SECRETARY
+14176,36790,KYONG,PANG,PRESIDENT
+14177,36790,KYONG,PANG,SECRETARY
+14178,367904,OLIVER,PLUNKETT,TREASURER
+14179,367904,ARIEL,KAUFMAN,PRESIDENT
+14180,367904,MATTHEW,CAIN,SECRETARY
+14181,367918,JIAN YING,CHEN,SOLE PROPRIETOR
+14182,36793,CARRIE,DUNCAN,OTHER
+14183,367967,ILDA,QUIZHPI,SOLE PROPRIETOR
+14184,367976,ED,ROSHITSH,PRESIDENT
+14185,367976,EMERY,JONES,SECRETARY
+14186,367996,IRIS,GAN,SOLE PROPRIETOR
+14187,368024,MY AI THI,TROUNG,SOLE PROPRIETOR
+14188,36803,DENISE,JACKSON,PRESIDENT
+14189,36803,DENISE,JACKSON,SECRETARY
+14190,368070,JIMMY,AHN,SECRETARY
+14191,368070,CHANG,AHN,PRESIDENT
+14192,368070,SHIN,AHN,VICE PRESIDENT
+14193,368121,ROBERT,HOYLER,MANAGING MEMBER
+14194,368121,VIRGIL,BISTRICEANU,MANAGING MEMBER
+14195,368121,DAN,SCHRAMM,MEMBER
+14196,368135,MARLEN,TEJADA,SOLE PROPRIETOR
+14197,368143,COLETTE,KUBIESA,SECRETARY
+14198,368144,LANCE,VALFRE,SOLE PROPRIETOR
+14199,368160,Charlene,McClendon,MANAGING MEMBER
+14200,368160,Thomas,Rubin,MANAGING MEMBER
+14201,368186,LAWRENCE,SCHUMACHER,MANAGING MEMBER
+14202,368186,NATALIE,SCHUMACHER,MANAGING MEMBER
+14203,368204,ANTONIO,OROZCO,PRESIDENT
+14204,368204,GUILLERMINA,OROZCO,SECRETARY
+14205,368271,ADAN,MORENO,PRESIDENT
+14206,368271,MIRELLA,MORENO,SECRETARY
+14207,368355,James,Morosco,MANAGING MEMBER
+14208,368359,JOHN,WARD,MANAGER
+14209,368382,OMAR,ALY,PRESIDENT
+14210,368408,RAYMOND,SMITH,MANAGING MEMBER
+14211,368413,GWEN,KU,PRESIDENT
+14212,368440,robert,kassal,PRESIDENT
+14213,368440,robert,kassal,SECRETARY
+14214,368442,Steven,Wachs,MEMBER
+14215,368442,David,Wachs,MEMBER
+14216,368447,NICACIO,PINEDA,PRESIDENT
+14217,368476,OFELIA,LUIS,SECRETARY
+14218,368491,BLAGO,BEBEK,MANAGING MEMBER
+14219,368547,ANTHONY,PANZECA,PRESIDENT
+14220,368547,ANTHONY,PANZECA,SECRETARY
+14221,368581,JIAN,YANG,SOLE PROPRIETOR
+14222,368584,MARGERY,BRENEMAN,ASST. SECRETARY
+14223,368584,SONIA,GREENE,VICE PRESIDENT
+14224,368584,BANCROFT,GORDON,SECRETARY
+14225,368584,NaN,NaN,MEMBER
+14226,368584,DAVID,GRISSEN,PRESIDENT
+14227,368602,DANIEL,MARKS,PRESIDENT
+14228,368602,DOUGLAS,MARKS,SECRETARY
+14229,368639,PERRY,KUSAKABE,SECRETARY
+14230,368648,GISELLE,SANTANA,SOLE PROPRIETOR
+14231,368663,JOSE,BUENO,PRESIDENT
+14232,368663,ALEJANDRO,BUENO,SECRETARY
+14233,368671,Stanley,Awdisho,MANAGING MEMBER
+14234,368721,PAUL,BORS,MANAGING MEMBER
+14235,368721,KIMBERLY,BORS,MANAGING MEMBER
+14236,368751,Yahya,Daoud,SECRETARY
+14237,368751,Yahya,Daoud,PRESIDENT
+14238,368764,MAIRAJ,FATIMA,PRESIDENT
+14239,368764,ARSHIA,KAUSAR,SECRETARY
+14240,368779,RICHARD,BARR,PRESIDENT
+14241,368785,JAMES,ANASTOS,MEMBER
+14242,368813,HYUN,LEE,SECRETARY
+14243,368813,HYUN,LEE,PRESIDENT
+14244,368827,MARIO,BATES,PRESIDENT
+14245,368827,DEANDRE,SHORT,SECRETARY
+14246,368849,BRANDON,HOWLIET,PRESIDENT
+14247,368857,DIANE,AIGOTTI,MANAGING MEMBER
+14248,36898,HELEN,VARGAS,INDIVIDUAL
+14249,36898,LEONARDO,VARGAS,INDIVIDUAL
+14250,368993,SYED,RIZVI,PRESIDENT
+14251,368993,SYED,RIZVI,SECRETARY
+14252,369,BIAGIO,CIRRINCIONE,PRESIDENT
+14253,369,BIAGIO,CIRRINCIONE,OTHER
+14254,369,GIUSEPPINA,CIRRINCIONE,SECRETARY
+14255,369015,David,Sharma,MEMBER
+14256,369015,Anant,Handa,MEMBER
+14257,369025,MELISSA,DIAZ,PRESIDENT
+14258,369062,MARYBETH,FLYNN,PRESIDENT
+14259,369077,BEATRIZ,MORENO,PRESIDENT
+14260,369129,JOSE,ARRECI,SOLE PROPRIETOR
+14261,36914,CHERYL,WEESE,PRESIDENT
+14262,369176,NaN,NaN,MEMBER
+14263,369176,BENJAMIN,WEPRIN,OTHER
+14264,369193,ANIRUDDHAKUMAR,NAYAK,SECRETARY
+14265,369193,NaN,NaN,OTHER
+14266,369193,ANIRUDDHAKUMAR,NAYAK,PRESIDENT
+14267,369200,CORWIN,BROWN,SOLE PROPRIETOR
+14268,36922,RICHARD,LE,MEMBER
+14269,369233,IBRAHIM,ABDELKARIM,PRESIDENT
+14270,369270,Abraham,Rico,PRESIDENT
+14271,369270,Sandra,Rico,SECRETARY
+14272,369270,Abraham,Rico,SHAREHOLDER
+14273,369301,VADYM,KYRLIUK,MANAGER
+14274,369301,TARAS,MURAN,MANAGER
+14275,369301,DARIO,VULLO,MANAGER
+14276,369380,Christina,Robles,PARTNER
+14277,369380,Armando,Velazquez,PARTNER
+14278,369388,MUNEER,NASTA,SOLE PROPRIETOR
+14279,3694,WAIL,ZIYAD,OTHER
+14280,369468,SATISHKUMAR,PATEL,SECRETARY
+14281,369468,SATISHKUMAR,PATEL,PRESIDENT
+14282,36948,JEN,CHANG,PRESIDENT
+14283,36948,ANNY,CHANG,SECRETARY
+14284,369504,Sophie,Hager Hume,PRESIDENT
+14285,369504,Masanori,Murakami,VICE PRESIDENT
+14286,369504,NaN,NaN,SHAREHOLDER
+14287,369504,Sophie,Hager Hume,SECRETARY
+14288,36954,BRYAN,BROWN,SECRETARY
+14289,36954,BRYAN,BROWN,PRESIDENT
+14290,369553,MORTEZA,FAYAZIZADEH,SECRETARY
+14291,369553,PARISAW,FAYAZIZADEH,PRESIDENT
+14292,369589,ANNA,RAMIREZ,SECRETARY
+14293,369592,AMOLRADA,RIWSRIKUL,MANAGING MEMBER
+14294,369592,CHONNATHUN,WANTAMANEE,MANAGING MEMBER
+14295,36961,GAVINO,RAMIREZ,SOLE PROPRIETOR
+14296,369646,JIAN HUI,LIU,SECRETARY
+14297,369646,MARK,ZHANG,PRESIDENT
+14298,369664,HARRIET,PRICE,PARTNER
+14299,369664,HERBERT,LINN,PARTNER
+14300,369743,JEFFREY,SCHNEIDER,SECRETARY
+14301,369743,SCOTT,ZEMNICK,PRESIDENT
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+14335,370249,SAVAS,TSITIRIDIS,MANAGING MEMBER
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+14364,370772,VIRAL,NAYAK,MANAGING MEMBER
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+14375,370930,SUZANNE,DEVENEY,MANAGING MEMBER
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+14378,370960,ALESSANDRA,SCALZO,VICE PRESIDENT
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+14394,371307,Vishwajit,Kumar,SHAREHOLDER
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+14396,371307,NaN,NaN,SHAREHOLDER
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+14401,371549,RAMON,ROJAS,SOLE PROPRIETOR
+14402,371563,HYOJIN,KIM,PRESIDENT
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+14405,37159,DAVID,OULVEY,PRINCIPAL OFFICER
+14406,37159,MARVIN,WEINGER,PRESIDENT
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+14409,371604,PETER,LYDERS-PETERSEN,SECRETARY
+14410,371664,Oscar,Bonilla,SHAREHOLDER
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+14412,371750,MARIA,GARCIA,SOLE PROPRIETOR
+14413,371759,AMADOU,MAR,PRESIDENT
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+14416,371795,TAHNIYAT,KHAN,SECRETARY
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+14419,371875,RONALD,SILVIA,MANAGER
+14420,371878,NASSER,JIBAWI,SECRETARY
+14421,371878,NASSER,JIBAWI,PRESIDENT
+14422,371883,PUI KI,LAW,MANAGING MEMBER
+14423,371883,PUI LAM,LAW,MANAGING MEMBER
+14424,3719,SZU-YUNG,CHIN,PRESIDENT
+14425,3719,JING,CHIN,SECRETARY
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+14428,372067,PAUL,LEFF,MANAGING MEMBER
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+14432,37212,BRIAN,SIMMONS,PRESIDENT
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+14436,372121,SALAH,AL SELMI,SHAREHOLDER
+14437,372121,HUSSEIN,MOHAMMED,SHAREHOLDER
+14438,372157,PAOLINA,BECERRA,SOLE PROPRIETOR
+14439,372207,JWALIT,PATEL,PRESIDENT
+14440,372207,HETAL,PATEL,SECRETARY
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+14450,372474,WARDEH,SHAHIN,SHAREHOLDER
+14451,372474,WARDEH,SHAHIN,SECRETARY
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+14453,37260,DORA,TORRES,SOLE PROPRIETOR
+14454,372623,LUIS,HERNANDEZ,SECRETARY
+14455,372623,LUIS,HERNANDEZ,PRESIDENT
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+14457,372626,MIA,ZIFKIN,MANAGING MEMBER
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+14459,372675,JODIE,WINNETT,MANAGING MEMBER
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+14462,372744,HELENE,TOMASIAN,PRESIDENT
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+14469,372784,Victoria,Moy,SHAREHOLDER
+14470,372784,Victoria,Moy,PRESIDENT
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+14476,372892,MARIA,VALLE,SOLE PROPRIETOR
+14477,3729,OMRAN,JABER,PRESIDENT
+14478,3729,OMRAN,JABER,SECRETARY
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+14486,373142,CECILIO,RUIZ,MANAGING MEMBER
+14487,3732,GUIDO,NARDINI,PRESIDENT
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+14489,373206,ROSE,AGNEW,PRESIDENT
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+14492,373220,SHAMIM,PATEL,PRESIDENT
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+14494,373239,Belen,Jimenez,PRESIDENT
+14495,373276,GALEN,NEWHOUSE,SECRETARY
+14496,37328,JEFFREY,HIMMEL,VICE PRESIDENT
+14497,37330,ROBERTO,RAMIREZ,PRESIDENT
+14498,37330,ROBERTO,RAMIREZ,SECRETARY
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+14500,373316,PAWEL,ROMANOWSKI,SECRETARY
+14501,373318,JUAN,GARCIA RODRIGUEZ,PRESIDENT
+14502,373318,TERESA,PEREZ,SECRETARY
+14503,37332,AGUSTIN,ROZON,SOLE PROPRIETOR
+14504,373400,PHETCHARAT,JATURASRIBORISUT,PRESIDENT
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+14506,373428,CATHERINE,BURNETT,SOLE PROPRIETOR
+14507,373431,MONICA,AVALOS,SECRETARY
+14508,373431,MELISSA,AVALOS,TREASURER
+14509,373431,LAURA,AVALOS,VICE PRESIDENT
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+14511,373467,MUSA,ABDELJABER,MEMBER
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+14514,373530,GILBERTO,VALENZUELA,SOLE PROPRIETOR
+14515,373582,OMAR,VALDEZ,INDIVIDUAL
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+14517,373594,Fadi,Baker,SECRETARY
+14518,373594,Fadi,Baker,SHAREHOLDER
+14519,373637,FRANKLIN,MONTES DE OCA,SOLE PROPRIETOR
+14520,373644,Jeffrey,Bowden,SECRETARY
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+14531,3738,HOWARD,FRIEDMAN,VICE PRESIDENT
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+14533,373891,DAVAASUREN,JIGDEN,SOLE PROPRIETOR
+14534,373907,MICHELLE,YU,SOLE PROPRIETOR
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+14537,373913,KRZYSZTOF,KWASNY,MANAGING MEMBER
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+14546,373934,DIMITRI,SYRKIN-NIKOLAU,SECRETARY
+14547,373948,LINDSAY,RAPP,PRESIDENT
+14548,373948,LINDSAY,RAPP,SECRETARY
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+14550,373995,DEMARIO,ASH,SOLE PROPRIETOR
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+14555,374095,BENITO,DE LA CANA,INDIVIDUAL
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+14557,374139,ABDUL,QADEER,SECRETARY
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+14564,374169,CATHERINE,SANCHEZ,VICE PRESIDENT
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+14566,374287,LYDIA,RODRIGUEZ,SOLE PROPRIETOR
+14567,374303,DIONTE,MONTGOMERY,INDIVIDUAL
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+14635,375382,MARVIN,SANTOS,SOLE PROPRIETOR
+14636,375391,Hani,Abdallah,MEMBER
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+14639,375405,YONG,CHEN,SECRETARY
+14640,375486,Siu Lan Linda,Tan,SHAREHOLDER
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+14644,375489,KHOA,TRINH,PRESIDENT
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+14646,375544,SIQI,CHEN,SECRETARY
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+14648,37555,JAYENDRA,PATEL,SECRETARY
+14649,375568,MOHAMMED,JAGAMEH,SECRETARY
+14650,375568,MOHAMMED,JAGAMEH,PRESIDENT
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+14659,375759,VASILI,SPANOS,SECRETARY
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+14665,375845,JACQUELINE,LUMPKIN-INGLAM,SECRETARY
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+14680,375980,ADELA,PEDRO,PRESIDENT
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+14690,37621,JAMES,POBIEGA,INDIVIDUAL
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+14692,376271,MICHAEL,EUGENIO,MANAGING MEMBER
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+14699,376285,ROSARIO,MORALES,SOLE PROPRIETOR
+14700,376312,SANDRA,FERNANDEZ,SOLE PROPRIETOR
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+14709,376451,LUIZA,MAJEWSKA,PRESIDENT
+14710,376451,LUIZA,MAJEWSKA,SECRETARY
+14711,37654,MAHMOOD,MUGHAL,SOLE PROPRIETOR
+14712,37657,ROBERT,HORVATH,PRESIDENT
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+14718,376581,IYAD,AQRA,PRESIDENT
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+14726,376650,PRADIP,PANDYA,PRESIDENT
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+14729,376720,MOUTAZ,JARADAT,PRESIDENT
+14730,376733,SHAIKH,NISHAR,SECRETARY
+14731,376733,SHAIKH,NISHAR,PRESIDENT
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+14738,376808,PRADEEP,KHURANA,MEMBER
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+14759,37703,MACK,JONES,SOLE PROPRIETOR
+14760,377063,JOANN,TYBOROWSKI,SECRETARY
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+14762,377100,GRIMALDI,LITUMA,PRESIDENT
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+14769,377125,STACEY,ROSEN,MANAGING MEMBER
+14770,377125,ROBIN,SELATI,MEMBER
+14771,377125,BENJAMIN,ROSEN,MANAGING MEMBER
+14772,377174,JOSE,MERAZ,SECRETARY
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+14774,377194,JANET,COSS,PARTNER
+14775,3772,ROSALYN,BARNES,PRESIDENT
+14776,3772,ROSALYN,BARNES,SECRETARY
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+14779,377308,MARCO,NUNEZ,PRESIDENT
+14780,377308,MARCO,NUNEZ,SECRETARY
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+14785,37737,ANDREA,MANDEL GRUBMAN,PRESIDENT
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+14788,3775,ALAN,ROBINSON,SECRETARY
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+14792,377540,HARVEY,YOUNG,TREASURER
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+14796,377605,JOSHUA,KULP,MEMBER
+14797,37761,GERRY,SIMS,SOLE PROPRIETOR
+14798,377674,TED,THEODOSIADIS,PRESIDENT
+14799,377691,NaN,NaN,SHAREHOLDER
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+14801,377691,BRETT,GOUGH,MANAGING MEMBER
+14802,377729,WILBUR,MILHOUSE,MEMBER
+14803,377729,DAWN,MILHOUSE,MEMBER
+14804,377766,SYED,JAHANTAB,SECRETARY
+14805,377766,SYED,JAHANTAB,PRESIDENT
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+14810,377892,NaN,NaN,SHAREHOLDER
+14811,377892,RAFIQ,SHEIKH,SECRETARY
+14812,377896,MOUSA,OLWAN,PRESIDENT
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+14817,377933,FANNY,RODRIGUEZ,TREASURER
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+14823,378014,SHEHADAH,DAHBOUR,PRESIDENT
+14824,378030,ERIN,STINSON,MANAGING MEMBER
+14825,378074,BRIDGET,KING,SOLE PROPRIETOR
+14826,378110,SHAWN,PODGURSKI,MANAGING MEMBER
+14827,378110,PHILIP,NAUMANN,MANAGING MEMBER
+14828,378131,YING-YU,HSU,PRESIDENT
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+14830,378135,HAZEM,TAMIMI,PRESIDENT
+14831,378154,SUNIL,PATEL,PRESIDENT
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+14838,378277,ISLAM,KASHOUR,PRESIDENT
+14839,378277,ISLAM,KASHOUR,SECRETARY
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+14842,3783,MERCEDIS,STEWART,SECRETARY
+14843,378346,ZEB,KHAN,PRESIDENT
+14844,378346,AADIL,KHAN,SECRETARY
+14845,378348,GABRIEL,VIVEROS,SOLE PROPRIETOR
+14846,37836,SYED,ALI,SOLE PROPRIETOR
+14847,378411,JOHN,PUTTRICH,PRESIDENT
+14848,378411,DAVID,PUTTRICH,SECRETARY
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+14851,37847,DEBRA,SIMON,SECRETARY
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+14853,378501,FIDELIA,HOUNKPONOU,SOLE PROPRIETOR
+14854,378510,EMMANUEL,MORALES,PRESIDENT
+14855,378510,EMMANUEL,MORALES,SECRETARY
+14856,378512,ANTHONY,KLEMENTZOS,MANAGING MEMBER
+14857,378533,ALICIA,WINCKLER,CEO
+14858,378533,ALAN,MATHER,PRESIDENT
+14859,378563,OMAR,ALWAN,SECRETARY
+14860,378563,OMAR,ALWAN,PRESIDENT
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+14863,378586,RUBI,MILIAN,SECRETARY
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+14865,37859,SANDRA,SIPGEL,PRESIDENT
+14866,378615,MICHAEL,BEADLE,MEMBER
+14867,378615,JOSEPH,WENDEROTH,MANAGER
+14868,378615,NICHOLAS,WENDEROTH,MANAGER
+14869,378615,KALIE,WENDEROTH,MEMBER
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+14871,378678,ZAKERA,AZEEM,PRESIDENT
+14872,378678,ZAKERA,AZEEM,SECRETARY
+14873,378736,ANTHONY,GRANBOM,MANAGING MEMBER
+14874,378739,AMMAR,SADAQA,SECRETARY
+14875,378739,AMMAR,SADAQA,PRESIDENT
+14876,378858,JONATHAN,ADAMS,CEO
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+14879,37886,STEVEN,KRAVETZ,SECRETARY
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+14882,378861,JENNIFER,SOLBERG,MANAGING MEMBER
+14883,37893,THOMAS,BERICHOU,SECRETARY
+14884,37893,THOMAS,BERICHOU,PRESIDENT
+14885,379009,LINDSAY,ROFFE,MANAGING MEMBER
+14886,379009,RYAN,ROBINSON,MANAGING MEMBER
+14887,379009,DUSTINE,FOLWARCZNY,MANAGING MEMBER
+14888,37905,KATHELEEN,LAMANTIA,ASST. SECRETARY
+14889,37905,BILLIE JO,SPATHIES,PRESIDENT
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+14891,379053,SHARI,HOFFMAN,SECRETARY
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+14898,379078,MICHAEL,CUNNINGHAM,MEMBER
+14899,379078,JEFFERY,MAHIN,MEMBER
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+14903,37909,GREGORY,LOWE,SOLE PROPRIETOR
+14904,3791,GUENTER,KEMPF,PRESIDENT
+14905,3791,HARTMUT,KEMPF,SECRETARY
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+14914,379370,MEGHAN,ZIMMERMAN,MEMBER
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+14917,379567,HARVEY,SANDERS,MEMBER
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+14919,379567,JOSEPH,BROWN,MEMBER
+14920,379567,JAY,BERNSTEIN,MEMBER
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+14923,37958,SVETOZAR,LALIC,SECRETARY
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+14928,37962,SUN,SONG,SOLE PROPRIETOR
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+14939,379855,JOSE,FLORES,INDIVIDUAL
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+14957,380129,GILDARDO,RUBIO,PRESIDENT
+14958,380166,ANDREW,AHITOW,MEMBER
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+14967,380328,ARNULFO,SARMIENTO,PRESIDENT
+14968,380328,ARNULFO,SARMIENTO,SECRETARY
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+14983,38071,ESPERANZA,CAMACHO,PARTNER
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+14989,380756,Majeed,Mohammed,SECRETARY
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+14991,380774,REBECA,BADAJOZ,PRESIDENT
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+15009,381255,DARIUSZ,BORYSIEWICZ,SECRETARY
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+15016,381444,LAWRENCE,SAPER,SHAREHOLDER
+15017,381444,NaN,NaN,SHAREHOLDER
+15018,381444,APPENA,FATTO,MEMBER
+15019,381444,NaN,NaN,MEMBER
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+15023,38148,DAO,JIANG,SECRETARY
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+15025,381520,MONICA,RODRIGUEZ,MANAGING MEMBER
+15026,38153,MOHAMMAD,YAQOOB,PRESIDENT
+15027,38153,MOHAMMAD,YAQOOB,SECRETARY
+15028,381554,JOSEPH,ATOU,PRESIDENT
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+15033,381664,Mohammad,Farooq,SHAREHOLDER
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+15043,3818,ABDUL,JUNAGADHWALA,OTHER
+15044,381844,JORGE,ANGEL,MANAGING MEMBER
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+15046,381875,ARISTOTLE,VARGO,INDIVIDUAL
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+15048,381959,BHAGYESH,PATEL,PRESIDENT
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+15061,382152,BENJAMIN,PRITZKER,SHAREHOLDER
+15062,382152,KEVIN,HEISNER,MANAGING MEMBER
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+15070,382311,JOSEPH,LEONE,TREASURER
+15071,382311,NaN,NaN,MEMBER
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+15073,382408,ADMIR,DURATOVIC,PRESIDENT
+15074,382408,EDINA,MAHIC,OTHER
+15075,382408,DAMIR,MAHIC,SECRETARY
+15076,382408,MIRSA,DURATOVIC,OTHER
+15077,382425,ROBERT,BARRETT,SECRETARY
+15078,382428,P.,Lowery,MANAGING MEMBER
+15079,38245,VICTOR,MORA,OTHER
+15080,382481,NaN,NaN,MANAGING MEMBER
+15081,382492,STEPHEN,AHN,OTHER
+15082,382530,NaN,NaN,SHAREHOLDER
+15083,382530,VISHAL,KUMAR,CEO
+15084,382530,SCOTT,MCLLROY,PRESIDENT
+15085,382572,NaN,NaN,SHAREHOLDER
+15086,382574,Philip,Rosenthal,SECRETARY
+15087,382579,Donald,Weber,SHAREHOLDER
+15088,38258,MARK,LOCASCIO,PRESIDENT
+15089,38258,JOHN,FERREIRA,SECRETARY
+15090,382594,William,Horwitz,PRESIDENT
+15091,382620,Cheryl,Jointer,SOLE PROPRIETOR
+15092,38263,BONNIE,MCHUGH,PRESIDENT
+15093,38263,BONNIE,MCHUGH,SECRETARY
+15094,38272,MARIA,MENDOZA,SOLE PROPRIETOR
+15095,38274,VERELLA,OSBORNE,SECRETARY
+15096,38274,VERELLA,OSBORNE,PRESIDENT
+15097,382754,NaN,NaN,LIMITED PARTNER
+15098,38278,MARGARET,CATO,SOLE PROPRIETOR
+15099,382799,MACIEJ,SMUSZ,PRESIDENT
+15100,382799,PAUL,LOXAS,SECRETARY
+15101,38283,ARTHUR,HERNANDEZ,PRESIDENT
+15102,38283,ARTHUR,HERNANDEZ,SECRETARY
+15103,382856,NaN,NaN,SHAREHOLDER
+15104,38289,YOUNG,HWANG,SOLE PROPRIETOR
+15105,382892,PAUL,ALTAMIRANO,MANAGING MEMBER
+15106,382892,ANA,BAUTISTA,MANAGING MEMBER
+15107,382897,Christine,Edwards,SECRETARY
+15108,382939,JEFFREY,SIEGFRIED,INDIVIDUAL
+15109,382976,Lisa,Bloomfield,SECRETARY
+15110,38299,YOLONDA,TAYLOR,SOLE PROPRIETOR
+15111,383000,STAN,SOROKA,MANAGER
+15112,38306,MAHMOUD,ZAHRA,SECRETARY
+15113,38306,IMAD,ABDEL QUADER,PRESIDENT
+15114,3831,PETER,WIFLER,SECRETARY
+15115,3831,ANTONIO,FORERO,PRESIDENT
+15116,38318,GRAHAM,THOMPSON,PRESIDENT
+15117,38318,NINA,FORSYTH,SECRETARY
+15118,383225,TERRY,YETTE,SECRETARY
+15119,383225,CYNTHIA,BOYD-YETTE,PRESIDENT
+15120,383247,NICOLE,EVERHART,MEMBER
+15121,383286,FARID,VASTANI,MANAGING MEMBER
+15122,38329,CHARLES,NKUKU,SECRETARY
+15123,38329,CHARLES,NKUKU,PRESIDENT
+15124,383409,SAAR,WEIN,MANAGING MEMBER
+15125,383453,NaN,NaN,MEMBER
+15126,38348,KENNETH,SCRIPP,OTHER
+15127,38351,KENNETH,KEITH,OTHER
+15128,38351,PAMELA,KEITH,SOLE PROPRIETOR
+15129,383572,Damian,Sanchez,SECRETARY
+15130,383579,Dominick,DiSilvio,SECRETARY
+15131,383597,Todd,Striker,MEMBER
+15132,3836,MOSTAFFA,NAFISI,PARTNER
+15133,3836,BEHROOZ,AZARNOOSH,PARTNER
+15134,38360,DONNA,OCYTKO,SECRETARY
+15135,38360,ADAM,OCYTKO,PRESIDENT
+15136,38362,LINDA,GOODMAN,PRESIDENT
+15137,38362,LINDA,GOODMAN,SECRETARY
+15138,383635,Richard,Boudreau,MANAGING MEMBER
+15139,383676,JIE,XU,PRESIDENT
+15140,383688,ROBERT,LINN,MANAGING MEMBER
+15141,383691,Kent,Forsgren,SECRETARY
+15142,383691,Jason,Ellis,PRESIDENT
+15143,383691,NaN,NaN,SHAREHOLDER
+15144,383696,MICHAEL,PREWITT,SECRETARY
+15145,383727,CINDY,MAYA,PRESIDENT
+15146,38374,IAN,HALL,PRESIDENT
+15147,38380,CARMICHAEL,I INC,PARTNER
+15148,38380,CARMICHAEL,II INC,PARTNER
+15149,383805,fatemeh,naghavi,SECRETARY
+15150,383915,Zainab,Adio-Saka,SOLE PROPRIETOR
+15151,383960,Denise,Romano,MEMBER
+15152,383978,ROBERT,TATE,PRESIDENT
+15153,38402,JUAN,SOLIS,PRESIDENT
+15154,384097,LES,COLBERT,PRESIDENT
+15155,384149,RANE,ATIEH,MANAGING MEMBER
+15156,384156,Nathan,Grant,MANAGING MEMBER
+15157,38417,DINESH,SHAH,SECRETARY
+15158,38417,DINESH,SHAH,PRESIDENT
+15159,38419,Bridget,McMahon Healy,PRESIDENT
+15160,38419,CATHERINE,MCMAHON GRASZER,SECRETARY
+15161,384217,ANGELA,GARCIA,SOLE PROPRIETOR
+15162,384253,BHAMINI,BRAHMBHATT,SECRETARY
+15163,384253,CHANDRESH,BRAHMBHATT,PRESIDENT
+15164,384261,MICHELLA,GOODWIN,SECRETARY
+15165,384261,LARON,MCKELKER,PRESIDENT
+15166,38427,AMANDA,CHOI,PRESIDENT
+15167,38427,AMANDA,CHOI,SECRETARY
+15168,38428,OTIS,CLAY,OTHER
+15169,3843,CONSTANTINE,KARAGEORGIS,SECRETARY
+15170,3843,CONSTANTINE,KARAGEORGIS,PRESIDENT
+15171,384310,NEBIAT,HABTE,SOLE PROPRIETOR
+15172,384352,NaN,NaN,SHAREHOLDER
+15173,384352,MATTHEW,RITCHEY,MEMBER
+15174,384352,KEVIN,CARY,MEMBER
+15175,384352,BRENDAN,BLUME,MEMBER
+15176,384372,ALBERT,HONG,SOLE PROPRIETOR
+15177,384376,KRISTEN,ONISK,SECRETARY
+15178,3844,TINA,CARLSON,SECRETARY
+15179,3844,TINA,CARLSON,PRESIDENT
+15180,384428,XIUMING,LIU,PRESIDENT
+15181,384477,Bradley,Nahrstadt,PRESIDENT
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+15183,384505,AMANDA,DODGE,SECRETARY
+15184,384505,ANNE,CAULEY,DIRECTOR
+15185,384578,PUREVSUREN,SARANGEREL,MANAGING MEMBER
+15186,384592,DANIEL,KOSCINSKI,MEMBER
+15187,384592,JOSEPH,ORTEGA,MEMBER
+15188,384592,MARIA,SPACUCELLO,MANAGING MEMBER
+15189,384602,PAUL,LUNA,PRESIDENT
+15190,384685,MAZEN,ABDALLAH,PRESIDENT
+15191,384693,PATRICK,KEANE,SECRETARY
+15192,384693,SEAN,FEARON,PRESIDENT
+15193,384699,JOSETTE,WILLIAMS,PRESIDENT
+15194,384705,MELINA,LUU,SECRETARY
+15195,384705,MELINA,LUU,PRESIDENT
+15196,384712,MEHIR,ALLAN,PRESIDENT
+15197,384726,SANTA,NAJERA GALAN,INDIVIDUAL
+15198,384732,NaN,NaN,MEMBER
+15199,384772,ABDALHALIM,RABAIA,PRESIDENT
+15200,384772,ABDALHALIM,RABAIA,SECRETARY
+15201,3848,PRASARN,NETISINGHA,SECRETARY
+15202,3848,PRASARN,NETISINGHA,PRESIDENT
+15203,384805,ZEFERINO,PELAYO,PRESIDENT
+15204,384805,ZEFERINO,PELAYO,SECRETARY
+15205,384813,jigna,bhavsar,SHAREHOLDER
+15206,384813,jigna,gandhi,SHAREHOLDER
+15207,384813,humaira,ghoghawala,SHAREHOLDER
+15208,384813,jigna,gandhi,SECRETARY
+15209,384813,jigna,gandhi,PRESIDENT
+15210,384813,bhanubhai,patel,SHAREHOLDER
+15211,384843,PETER,STEVENS,MANAGING MEMBER
+15212,384876,NUCHSARA,KATEKOEW,PRESIDENT
+15213,384930,Manuel,Morales,SOLE PROPRIETOR
+15214,384950,MARIA,NUGENT,MEMBER
+15215,384950,CHRISTOPHER,NUGENT,MEMBER
+15216,384966,DANIEL,ORDONEZ,SOLE PROPRIETOR
+15217,384984,COLIN,KIHNKE,SECRETARY
+15218,384984,COLIN,KIHNKE,PRESIDENT
+15219,385017,JASMINE,CAMARILLO,SOLE PROPRIETOR
+15220,385024,SAID,DABABNEH,PRESIDENT
+15221,385031,ARISTEO,GARCIA,PRESIDENT
+15222,385031,ARISTEO,GARCIA,SECRETARY
+15223,385037,WALLY,ZAGALT,PRESIDENT
+15224,385070,VICTOR,FILIPPINI,SECRETARY
+15225,385091,NaN,NaN,MEMBER
+15226,385091,JEANETTE,RITCHIE,DIRECTOR
+15227,385091,JOHN,SUMNER,SECRETARY
+15228,385091,TOM,HERMAN,DIRECTOR
+15229,385091,STEVEN,SELCER,DIRECTOR
+15230,385091,HELENE,KENNAN,MANAGER
+15231,385106,Steven,Horne,MANAGING MEMBER
+15232,385126,MARGARET,PARRISH,SECRETARY
+15233,385151,GR,SUNNY,PRESIDENT
+15234,385151,GR,SUNNY,SHAREHOLDER
+15235,385151,GR,SUNNY,SECRETARY
+15236,385200,Tiffany,Siladke,SOLE PROPRIETOR
+15237,385222,SERIGNE,SEYE,SOLE PROPRIETOR
+15238,385240,ROBERTO,NOOYOLA,INDIVIDUAL
+15239,385256,SHARON,ABBOTT,INDIVIDUAL
+15240,38527,GORAN,STOJANOVIC,OTHER
+15241,385270,Barbara,Mann,MANAGING MEMBER
+15242,38540,NaN,NaN,PARTNER
+15243,38540,MICHAEL,CLUNE,PARTNER
+15244,385427,DIEU,PHAN,SOLE PROPRIETOR
+15245,385428,MUHAMMED,MANSOORI,PRESIDENT
+15246,385439,DAVID,FULLER,MANAGING MEMBER
+15247,385439,TRACIE,CLISBY,MEMBER
+15248,385445,JESUS,LOPEZ,PRESIDENT
+15249,385445,ROGELIO,LOPEZ,SECRETARY
+15250,385473,roman,lys,SECRETARY
+15251,385486,Daniel,Bomar,MANAGING MEMBER
+15252,385487,Lacey,Whitaker,MANAGING MEMBER
+15253,385515,Brad,Tucker,SECRETARY
+15254,385556,DARRON,BLACKBURN,MANAGING MEMBER
+15255,385556,LOLITA,FISHER,MEMBER
+15256,385563,sebastian,Villarreal Singer,SHAREHOLDER
+15257,385606,EMILIO,OCAMPO,PRESIDENT
+15258,385687,SHAFEEQ,KHAN,SOLE PROPRIETOR
+15259,3857,RICARDO,GARCIA,PRESIDENT
+15260,3857,RICARDO,GARCIA,SECRETARY
+15261,385707,MARITZA,FRIESER,MANAGING MEMBER
+15262,385726,RODOLFO,CERVANTES,SOLE PROPRIETOR
+15263,385729,KAMEL,BOTRES,PRESIDENT
+15264,385754,MARIA,PATINO,PRESIDENT
+15265,385755,MARIA,ROCHA,SOLE PROPRIETOR
+15266,385867,JONAS,HANSBO,PRESIDENT
+15267,385920,Paul,Gagerman,MEMBER
+15268,386,DAVID,SHAPIRO,PRESIDENT
+15269,3860,JAMES,CANADAY,OTHER
+15270,3860,ZUNG,DAO,PRESIDENT
+15271,3860,KIM,THI HOANG,SECRETARY
+15272,386002,Otilia,Chavez,SECRETARY
+15273,386002,OTILIA,CHAVEZ,SOLE PROPRIETOR
+15274,386002,Otilia,Chavez,PRESIDENT
+15275,386028,Thomas,Hillgrove,PRESIDENT
+15276,386028,Thomas,Hillgrove,SECRETARY
+15277,38605,JOSEPH,LOSURDO,SECRETARY
+15278,38605,TIM,PETERSON,PRESIDENT
+15279,386082,NaN,NaN,SHAREHOLDER
+15280,386082,Wenzhi,Jiang,OTHER
+15281,3861,CANELLISTA,ATHANS,SECRETARY
+15282,3861,CANELLISTA,ATHANS,PRESIDENT
+15283,386157,SANDRA,HERNANDEZ,INDIVIDUAL
+15284,38616,JEAN,WOJCIECHOWSKI,SECRETARY
+15285,38616,MICHAEL,WOJCIECHOWSKI,PRESIDENT
+15286,386270,DOUGLAS,MARKS,MEMBER
+15287,386270,DANIEL,MARKS,MEMBER
+15288,386292,JOHN,BUCK,CEO
+15289,386292,NaN,NaN,MANAGING MEMBER
+15290,3863,CHARLES,STEMPIEN,SECRETARY
+15291,3863,THOMAS,STEMPIEN,PRESIDENT
+15292,386332,Andrea,Troolin,MANAGING MEMBER
+15293,386361,Karim,Khowaja,SECRETARY
+15294,386361,Noorul Amin,Khowaja,PRESIDENT
+15295,386375,CRAIG,GOLDEN,MEMBER
+15296,386375,BRUCE,FINKELMAN,MEMBER
+15297,386386,CRAIG,SELLERS,SHAREHOLDER
+15298,38640,HUGO,RAMONES,SECRETARY
+15299,38640,HUGO,RAMONES,PRESIDENT
+15300,386422,ARMANDO,ARCEO,SECRETARY
+15301,38644,FUAD,BILLEH,PRESIDENT
+15302,38644,FUAD,BILLEH,SECRETARY
+15303,386441,GASTON,GARCIA,MANAGING MEMBER
+15304,386485,MIECZYSLAW,FITA,PRESIDENT
+15305,386485,DANUTA,FITA,PRINCIPAL OFFICER
+15306,386496,Steve,Milin,PRESIDENT
+15307,386496,Steve,Milin,SHAREHOLDER
+15308,386496,Melanie,Milin,SECRETARY
+15309,3865,NaN,NaN,SOLE PROPRIETOR
+15310,38652,KAREN,KAUFMAN,PRESIDENT
+15311,38652,KAREN,KAUFMAN,SECRETARY
+15312,386547,CHAIYA,RUENGPINYOPHUN,VICE PRESIDENT
+15313,386547,NATTAWAT,TEERASUWAN,PRESIDENT
+15314,386547,KAMOLNADE,RUENGPINYOPHUN,SECRETARY
+15315,386614,Edwin,Greer,MANAGING MEMBER
+15316,386617,MIGUEL,PEREZ,PRESIDENT
+15317,386617,MIGUEL,PEREZ,SECRETARY
+15318,386635,LEONOR,GONZALEZ,SOLE PROPRIETOR
+15319,386643,Jerome,Gagerman,PRESIDENT
+15320,386661,GUY,WILLIAMS,DIRECTOR
+15321,386661,NaN,NaN,MEMBER
+15322,386661,NICHOLAS,JONES,PRESIDENT
+15323,386664,PONGSANI,SINGHSANI,SECRETARY
+15324,386677,CHRISTOPHER,MAZUREK,PRESIDENT
+15325,386692,Benito,Barron,MANAGING MEMBER
+15326,38672,DALE,SHEPP,OTHER
+15327,386767,MOUSA,ALIA,PRESIDENT
+15328,386779,ANDIS,COMBI,SECRETARY
+15329,386779,ANDIS,COMBI,PRESIDENT
+15330,386793,URAI,GOSAPOL COLE,SOLE PROPRIETOR
+15331,386804,MARKO,IGLENDZA,MANAGING MEMBER
+15332,386804,TONJA,PASTORELLE,MANAGING MEMBER
+15333,386814,JETON,ZANI,PRESIDENT
+15334,386828,ANTOINE,EVANS,MEMBER
+15335,386828,DAVID,RAHMBAJAN,MEMBER
+15336,386828,EVA,LAWRENCE,MEMBER
+15337,386828,ELOY,SUAREZ,MEMBER
+15338,386828,GERARDO,ALVARADO,MEMBER
+15339,38683,NAJEH,ZAHRA,SECRETARY
+15340,386890,GUO BIN,ZHANG,PRESIDENT
+15341,386890,LILIAN LAM LAM,NG,SECRETARY
+15342,386897,EDMUND,GREENE,SOLE PROPRIETOR
+15343,3869,JAMES,THYBONY,SECRETARY
+15344,3869,JAMES,THYBONY,PRESIDENT
+15345,38690,YOUNGOK,PARK,SOLE PROPRIETOR
+15346,38698,WALTER,BOEHM,SECRETARY
+15347,38698,WALTER,ROEHM,PRESIDENT
+15348,387010,SANDY,COCHRAN,INDIVIDUAL
+15349,387025,TONYA,CHAMBERS,MANAGING MEMBER
+15350,387030,CHARLSITA,BURTON,SOLE PROPRIETOR
+15351,387059,LIU,DANG,PRESIDENT
+15352,387090,Lori,Howard,SOLE PROPRIETOR
+15353,387099,ANIS,LADHANI,SECRETARY
+15354,387099,ANIS,LADHANI,PRESIDENT
+15355,387105,NaN,NaN,SHAREHOLDER
+15356,387116,Christina,Tyler,SOLE PROPRIETOR
+15357,387139,AMJAD,AQRA,SECRETARY
+15358,387139,AMJAD,AQRA,PRESIDENT
+15359,38720,SHAWKI,SHEDID,SOLE PROPRIETOR
+15360,387221,TED,BARANOWSKI,TREASURER
+15361,387221,SAWA,ROMAN - PLESCHKO,PRESIDENT
+15362,38725,GRACE,TSAO-WU,PRESIDENT
+15363,38725,CRAIG,FREEDMAN,SECRETARY
+15364,38726,JOSEPH,COZZI,PRESIDENT
+15365,38726,JOSEPH,COZZI,SECRETARY
+15366,387282,Monica,Linares,TREASURER
+15367,387282,MELINDA,KELLY,DIRECTOR
+15368,387282,Gwen,Shaw,SECRETARY
+15369,387282,MELINDA,KELLY,PRESIDENT
+15370,387343,DERRICK,TAYLOR,PRESIDENT
+15371,387343,CHERYL,TAYLOR,SECRETARY
+15372,387347,THEODORE,ZERVAS,PRESIDENT
+15373,387357,Macaire,Douglas,MEMBER
+15374,387360,THUY,PHAM,PRESIDENT
+15375,387402,Barney,Barber,PRESIDENT
+15376,387402,Michael,Kaminer,SECRETARY
+15377,387407,Alfred,Stepan,MEMBER
+15378,387416,JEFF,DRAKE,MANAGING MEMBER
+15379,387416,JARED,COHEN,MANAGING MEMBER
+15380,387416,NaN,NaN,MEMBER
+15381,387423,TOM,RAYNOR,SHAREHOLDER
+15382,387548,JEWANNA,CARVER,SOLE PROPRIETOR
+15383,387555,JOSE,GAITAN,SECRETARY
+15384,387555,JOSE,GAITAN,PRESIDENT
+15385,38770,RHONDA,RISTICH,OTHER
+15386,387707,JESSICA,WHITNEY,MANAGING MEMBER
+15387,387707,DAMIAN,WARZEEHA,MANAGING MEMBER
+15388,387745,YESENIA,HEREDIA,PRESIDENT
+15389,387754,REINA,ANDRADE,SECRETARY
+15390,387754,REINA,ANDRADE,PRESIDENT
+15391,387794,GARY,STRAUSS,MANAGING MEMBER
+15392,387794,ANTHONY,D'ALESSANDRO,MANAGING MEMBER
+15393,387863,William,Richards,SECRETARY
+15394,387893,FRANCISCO,ORTIZ,PRESIDENT
+15395,387915,GARY,SMITH,VICE PRESIDENT
+15396,387915,GLENN,ZARIN,SECRETARY
+15397,387915,JOHN,COTTRILL,OTHER
+15398,387915,MATTHEW,BRENNER,VICE PRESIDENT
+15399,387915,THOMAS,SMITH,TREASURER
+15400,387915,NaN,NaN,SHAREHOLDER
+15401,387971,MAZIN,ALMASRI,PRESIDENT
+15402,387971,MAZIN,ALMASRI,SECRETARY
+15403,387971,MAZIN,ALMASRI,SHAREHOLDER
+15404,387985,BARRY,BATSON,MANAGING MEMBER
+15405,388,LUIZ,NUNEZ,PRESIDENT
+15406,388,LUIZ,NUNEZ,SECRETARY
+15407,388026,NEETU,DOSHI,PRESIDENT
+15408,388042,JATINDER,RAJPUT,SECRETARY
+15409,388087,REGINALD,MUHAMMAD,PRESIDENT
+15410,388121,MOHAMMED,KHAN,PRESIDENT
+15411,38816,KEN,VELEZ,OTHER
+15412,388193,NaN,NaN,MEMBER
+15413,388193,Troy,Gerleman,MEMBER
+15414,388193,Richard,Ciccarone,MANAGING MEMBER
+15415,388193,Dennis,McDonnell,MEMBER
+15416,388210,WILLIAM,FLYNN,PRESIDENT
+15417,388210,DAVID,PUTTRICH,MEMBER
+15418,388210,E,NaN,SHAREHOLDER
+15419,38822,RAUL,RUFINO,PARTNER
+15420,38822,CESARIO,RUFINO,PARTNER
+15421,388290,LAURA,ESQUIVES,SOLE PROPRIETOR
+15422,38836,WASEEM,HASHLAMOUN,PRESIDENT
+15423,38836,WASEEM,HASHLAMOUN,SECRETARY
+15424,388376,Sharon,Dalenberg,PRESIDENT
+15425,388376,Sharon,Dalenberg,SECRETARY
+15426,38839,THOMAS,SASCO,SECRETARY
+15427,38839,THOMAS,SASCO,PRESIDENT
+15428,388390,Beryl,Levin,SHAREHOLDER
+15429,388390,Howard,Levin,SECRETARY
+15430,388390,Howard,Levin,PRESIDENT
+15431,388470,AARON,CRUZ,PRESIDENT
+15432,388470,HECTOR,DON,SECRETARY
+15433,388480,MARA,BAER,MANAGING MEMBER
+15434,388508,Apryl,Jackson,SOLE PROPRIETOR
+15435,388528,Kristen,Ramirez,SHAREHOLDER
+15436,388562,Kathy,Donath,MEMBER
+15437,38858,COPAZON,HILADO,SOLE PROPRIETOR
+15438,388648,LUIS,CELLERI,PRESIDENT
+15439,388658,EWELINA,KACZOROWSKI,SOLE PROPRIETOR
+15440,388667,NAVENA,MOORE,PRESIDENT
+15441,3887,CATHERINE,SUPANICH,PRESIDENT
+15442,3887,DAVID,SUPANICH,SECRETARY
+15443,388700,RAMIRO,JIMENEZ,PRESIDENT
+15444,388700,RAMIRO,JIMENEZ,SECRETARY
+15445,388711,CARMEN,JIMENEZ,SOLE PROPRIETOR
+15446,388735,Chad,Benson,PRESIDENT
+15447,388747,ABIFF,RAMIREZ,SECRETARY
+15448,388747,MARIA,RUIZ,PRESIDENT
+15449,388767,Nelly,Bakula,SECRETARY
+15450,388767,Roger,Hurtado,SHAREHOLDER
+15451,38880,KARYN,CALABRESE,SECRETARY
+15452,38880,KARYN,CALABRESE,PRESIDENT
+15453,388829,ahmad,hmaidan,SECRETARY
+15454,388843,MATT,HOLBROOK,INDIVIDUAL
+15455,388880,JARED,LEONARD,MANAGER
+15456,388903,Rafael,Murillo,SOLE PROPRIETOR
+15457,389,HECTOR,CORONADO,SECRETARY
+15458,389,CARLOS,GARCIA,PRESIDENT
+15459,389010,Tabia,Brown,SOLE PROPRIETOR
+15460,389024,UNDARMAA,BATKHUYAG,PRESIDENT
+15461,389024,UNDARMAA,BATKHUYAG,SECRETARY
+15462,389032,MICHELE,MASON,INDIVIDUAL
+15463,389062,ZENON,GRZYMALA,PRESIDENT
+15464,389079,Brian,Bowers,MEMBER
+15465,3891,WILLIAM,SOMMERFELD,SECRETARY
+15466,3891,WILLIAM,SOMMERFELD,PRESIDENT
+15467,389206,NATHAN,ETCHINSON,PRESIDENT
+15468,389267,JANAK,KHATAU,MEMBER
+15469,389267,SANJEEV,KHATAU,MANAGING MEMBER
+15470,389267,SANJAY,BHATI,MANAGING MEMBER
+15471,389267,SWETA,KHATAU,MEMBER
+15472,38943,KENNETH,FLECK,SECRETARY
+15473,389469,SUSAN,SAUNDERS,MANAGING MEMBER
+15474,389505,ANIS,BOUARGOUB,MANAGING MEMBER
+15475,389544,BRIAN,FOGLE,MANAGING MEMBER
+15476,389544,WILLIAM,PRAHOFER,MANAGING MEMBER
+15477,389689,MARGARITO,MARTINEZ,SECRETARY
+15478,389689,FILEMON,RAMIREZ,PRESIDENT
+15479,389775,DACHAE,BLANTON,PARTNER
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+15481,38982,KIMBERLY,STAMPLEY,OTHER
+15482,389840,MARIA,DUBON VEGA,PRESIDENT
+15483,389840,GERARDO,VEGA MORALES,SECRETARY
+15484,389877,SAMER,AYYAD,PRESIDENT
+15485,389903,HOWARD,STILLMAN,MANAGING MEMBER
+15486,389903,CHARLES,SERLIN,MANAGING MEMBER
+15487,389907,POLYDOROS,STELLATOS,PRESIDENT
+15488,389907,GREGORY,STELLATOS,SECRETARY
+15489,389962,Chad,Edmonson,MANAGING MEMBER
+15490,389964,STEFANO,BARBIERI,MEMBER
+15491,390045,RAJESH,SHAH,PRESIDENT
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+15494,390086,NaN,NaN,SHAREHOLDER
+15495,3901,GUADALUPE,CASTELLANOS,PRESIDENT
+15496,3901,GUADALUPE,CASTELLANOS,SECRETARY
+15497,390139,LIYAKAT,SHABBIRTHUSHAIN,PRESIDENT
+15498,390139,LIYAKAT,SHABBIRTHUSHAIN,INDIVIDUAL
+15499,390148,TRACY,BRIGHAM,INDIVIDUAL
+15500,390184,JIBIT,JOY,PRESIDENT
+15501,390184,JIBIT,JOY,SECRETARY
+15502,390232,NATALIE,NGUYEN,PRESIDENT
+15503,390321,BRUCE,PASSEN,MEMBER
+15504,390321,SETH,HANAU,MANAGING MEMBER
+15505,390321,NaN,NaN,MEMBER
+15506,390321,ANTONIO,ANTELIZ,MEMBER
+15507,390382,RALPH,WEBER,MEMBER
+15508,390382,MARIO,PONCE,MANAGER
+15509,390382,RYAN,O'DONNELL,MEMBER
+15510,390402,LUZ,SALAZAR,SECRETARY
+15511,390402,ELUSAYD,MEDRANO,PRESIDENT
+15512,390402,ANTHONY,MEDRANO,TREASURER
+15513,390493,Juan,Cerda,PRESIDENT
+15514,390517,ERIK,GILMORE,MEMBER
+15515,39064,KEY,SONG,OTHER
+15516,390665,ARACELY,JAIMES-ZARAGOZA,INDIVIDUAL
+15517,390678,NaN,NaN,OTHER
+15518,390678,CHRISTOPHER,FREEMAN,MEMBER
+15519,390716,ELIJAH,SHAQUIL,INDIVIDUAL
+15520,39084,MICHAEL,FABIAN,SOLE PROPRIETOR
+15521,39090,THOMAS,KOOP,PRESIDENT
+15522,39090,HERMAN,KOOP,SECRETARY
+15523,390908,JORDAN,ALLISON,PRESIDENT
+15524,390929,HAMZA,ISHKIRAT,PRESIDENT
+15525,390929,HAMZA,ISHKIRAT,SECRETARY
+15526,390968,LUIS,ORTEGA,MEMBER
+15527,390968,EDUARDO,ORTEGA,MEMBER
+15528,390968,LUIS,ORTEGA,MANAGING MEMBER
+15529,390968,ELIZABETH,MARTINEZ,MEMBER
+15530,390968,CAMILA,MARTURET,MEMBER
+15531,390981,SHAMIKA,HALL,INDIVIDUAL
+15532,390992,Kyle,Welch,MEMBER
+15533,390992,Antonio,Gracias,MANAGING MEMBER
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+15537,3910,SAM,CECOLA,SHAREHOLDER
+15538,3910,TINA,REINKEN,SECRETARY
+15539,39101,ADAN,DURAN,SOLE PROPRIETOR
+15540,391013,NaN,NaN,MEMBER
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+15542,391036,MUKESH,MUTHU,PRESIDENT
+15543,391036,NIRMALA,MUKESH,SECRETARY
+15544,391052,JOHN,DURKIN,MANAGING MEMBER
+15545,391052,MICHAEL,MASTELLONE,MEMBER
+15546,391059,Martin,Cimek,SECRETARY
+15547,391079,DAN,HATTORI,MEMBER
+15548,391079,ERIC,HATTORI,MANAGING MEMBER
+15549,391087,Madeline,Nieman,SOLE PROPRIETOR
+15550,39113,JOHN,COLLIER,PRESIDENT
+15551,39113,JONN,COLLIER,SECRETARY
+15552,391206,Frederick,Grubbe,SECRETARY
+15553,391206,Ken,Wilson,PRESIDENT
+15554,391226,Szewai,Lee,MANAGING MEMBER
+15555,391261,MATTHEW,KESLAR,MANAGER
+15556,391261,MATTHEW,GIANCOTT,MANAGER
+15557,391261,NaN,NaN,MANAGER
+15558,391271,DIONNE,BOYD,SOLE PROPRIETOR
+15559,391430,MOHAMMAD,IDREES,PRESIDENT
+15560,391466,RICHARD,LABRIOLA,MANAGING MEMBER
+15561,391477,LARRY,HARGES,INDIVIDUAL
+15562,391561,Anna,Knott,SHAREHOLDER
+15563,391561,Anna,Knott,PRESIDENT
+15564,391561,Nathan,Kirkman,SHAREHOLDER
+15565,391561,Nathan,Kirkman,SECRETARY
+15566,391586,DEVIN,MOESER,MANAGING MEMBER
+15567,391626,Paula,Huffman,SECRETARY
+15568,391632,MONNIE,CARTER,SOLE PROPRIETOR
+15569,391665,FAIZAN,SIDDIQUE,SOLE PROPRIETOR
+15570,39168,RAMONA,SANCHEZ,OTHER
+15571,391683,ABDULLAH,AWAD,PRESIDENT
+15572,39170,MICHAEL,WENCEL,PRESIDENT
+15573,391721,NORMA,MADISON,INDIVIDUAL
+15574,391746,SERGIO,LOPEZ,SOLE PROPRIETOR
+15575,391755,Mazonne,Jackson,SECRETARY
+15576,391785,YONGZE,LIANG,SECRETARY
+15577,391785,YIMING,LUAN,PRESIDENT
+15578,391785,SAMMI,WU,VICE PRESIDENT
+15579,391803,GRANT,SCHREIBER,PRESIDENT
+15580,391892,ROSHNI,AMIN,PRESIDENT
+15581,391892,AMY,AMIN,SECRETARY
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+15584,3919,ROSEMARY,BIELARZ,SECRETARY
+15585,391930,BYAMBASUREN,NAMID,PRESIDENT
+15586,392032,JERRY,MAKRIS,PRESIDENT
+15587,392032,STEVE,MAKRIS,SECRETARY
+15588,392032,GEORGE,MAKRIS,VICE PRESIDENT
+15589,392095,RAUL,TORRES,SOLE PROPRIETOR
+15590,392125,ROYCE,JOHNSTON,MANAGING MEMBER
+15591,392125,NaN,NaN,MANAGING MEMBER
+15592,392143,TRISTANA,HARVEY,MANAGING MEMBER
+15593,39215,JOSE,VEGA,SOLE PROPRIETOR
+15594,392175,Steve,Sipprell,MEMBER
+15595,392261,Lebster,Pabon,SOLE PROPRIETOR
+15596,39239,BALA,RENGARAJAN,PRESIDENT
+15597,39239,MEENALOCHAN,RENGARAJAN,SECRETARY
+15598,392462,ROBERTO,RIVERA,SOLE PROPRIETOR
+15599,3925,BERNARD,FISCHER,PARTNER
+15600,3925,HENRY,FISCHER,PARTNER
+15601,3925,JOSEPHINE,CUMMINGS,PARTNER
+15602,392519,LOAN,HANG,SOLE PROPRIETOR
+15603,392520,FORTUNA,FEKADU,PRESIDENT
+15604,39254,CHRISTINE,BAZAR HORWATH,SOLE PROPRIETOR
+15605,392551,CARL,FORBIS,VICE PRESIDENT
+15606,392551,TERESA,BLIZZARD,ASST. SECRETARY
+15607,392551,STEVEN,SHASHACK,ASST. SECRETARY
+15608,392605,IRFAN,KHALID,SECRETARY
+15609,392605,IRFAN,KHALID,PRESIDENT
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+15613,392663,BASIL,SOLAQA,SECRETARY
+15614,392663,BASIL,SOLAQA,PRESIDENT
+15615,392768,WAYNE,HANSON,SOLE PROPRIETOR
+15616,392785,ABRAHAM,ALI,MANAGING MEMBER
+15617,39284,ANTON,GULEIVA,OTHER
+15618,392848,HASMUKHBHAI,PATEL,SECRETARY
+15619,392848,HASMUKHBHAI,PATEL,PRESIDENT
+15620,392878,CLAUDIO,GARCIA,PRESIDENT
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+15622,39290,JEROME,CISMOSKI,PRESIDENT
+15623,392919,STEVEN,FORD,MANAGING MEMBER
+15624,392919,MICHAEL,SCHIMMEL,MANAGING MEMBER
+15625,392919,JOE,KING,MANAGING MEMBER
+15626,392992,JESUS,ZAMARRIPA,SOLE PROPRIETOR
+15627,393,GABINO,SOTELINO,VICE PRESIDENT
+15628,393,STEPHEN,OTTMANN,OTHER
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+15633,393022,CHRIS,FERRIS,PRESIDENT
+15634,393035,Erika,VanDam,MANAGING MEMBER
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+15636,393061,Sarahi,Velasco,PRESIDENT
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+15643,39314,ALEJANDRO,HORBATENKO,SOLE PROPRIETOR
+15644,39314,GLORIA,ESCOBAR,SPOUSE
+15645,39317,FUN,HSU,OTHER
+15646,39318,ZEYAD,SAWANDO,PRESIDENT
+15647,39318,JOHN,LAWANDO,SECRETARY
+15648,39320,LARRY,FELDMAN,PRESIDENT
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+15650,393220,AMORNRAT,THATSANAI,PRESIDENT
+15651,393266,NaN,NaN,MANAGING MEMBER
+15652,393266,TY,DUREKAS,MANAGING MEMBER
+15653,393266,DEAN,DUSSIAS,MANAGING MEMBER
+15654,393266,MICHAEL,LERNER,SHAREHOLDER
+15655,393297,CHARLOTTE,FORD,MEMBER
+15656,3933,EDWIN,BOKSA,SOLE PROPRIETOR
+15657,393433,BAQTHIAR,KHAN,SECRETARY
+15658,393433,BAQTHIAR,KHAN,PRESIDENT
+15659,393453,MUHAMMAD,JAVAID,SOLE PROPRIETOR
+15660,393466,LINDSAY,SHEPHERD,SECRETARY
+15661,393466,LAMANDA,MINIKEL,PRESIDENT
+15662,393495,NaN,NaN,SHAREHOLDER
+15663,393495,Matthew,Hellmuth,SECRETARY
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+15665,393495,Kristine,Ross,PRESIDENT
+15666,393595,STEPHEN,STAGNER,PRESIDENT
+15667,393595,NaN,NaN,PRESIDENT
+15668,393595,KINDEL,ELAM,SECRETARY
+15669,393657,BRIAN,REYNOLDS,MANAGING MEMBER
+15670,39367,FOSTER,CHIREN,PRESIDENT
+15671,39367,LORETTA,CHIREN,SECRETARY
+15672,393702,RONGSONG,MEI,PRESIDENT
+15673,393711,ROSANIO,PABLO MATIAS,SOLE PROPRIETOR
+15674,393716,FARZANA,KAMAL,SECRETARY
+15675,393716,MANSOOR,KAMAL,PRESIDENT
+15676,393717,WILLIAM,SIMMONS,PRESIDENT
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+15680,393780,MICHAEL,JAWOROWSKI,PRESIDENT
+15681,393780,JOSE,VILLANUEVA,MEMBER
+15682,393780,CHARLES,NORDSTROM,MEMBER
+15683,393851,Parampal,Ghai,SHAREHOLDER
+15684,393853,STEVEN,ANTHONY,MANAGING MEMBER
+15685,393891,Juan,Ortega-Silva,PRESIDENT
+15686,393891,Juan,Ortega-Silva,SECRETARY
+15687,393926,FENGQIONG,HU,PRESIDENT
+15688,394000,RANDALL,GARUTTI,CEO
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+15690,394000,DANIEL,MEYER,SHAREHOLDER
+15691,394000,JEFFREY,FLUG,SHAREHOLDER
+15692,394000,GEORGE,LOENING,DIRECTOR
+15693,394000,NaN,NaN,MANAGING MEMBER
+15694,394000,JONATHAN,SOKOLOFF,SHAREHOLDER
+15695,394000,JEFFREY,UTTZ,DIRECTOR
+15696,394020,Moeen,Khalil,MANAGING MEMBER
+15697,394046,ASSI,SAYEGH,MANAGER
+15698,394142,Jeff,Bohnson,MANAGING MEMBER
+15699,394144,Gladys,Reconquista-Bayot,MEMBER
+15700,394144,Jerome,Bayot,MEMBER
+15701,394167,Laura,Cook,SECRETARY
+15702,394167,Rick,Heidner,PRESIDENT
+15703,394213,HEATHER,MORRISON,MANAGING MEMBER
+15704,39422,SANDRA,HARYNEK,PRESIDENT
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+15707,394310,TERESA,MAGANA,MANAGING MEMBER
+15708,394310,PABLO,RAMIREZ,MEMBER
+15709,394346,ALFONSO,PEREZ,SOLE PROPRIETOR
+15710,394350,REGINA,FITZPATRICK,MANAGER
+15711,394432,AMY,FARROW,MANAGING MEMBER
+15712,394432,JAMES,THOMPSON,MANAGING MEMBER
+15713,394432,NaN,NaN,MANAGING MEMBER
+15714,394434,SALLY,EAMES,SOLE PROPRIETOR
+15715,394456,NOUR,AWAD,SECRETARY
+15716,394456,NOUR,AWAD,PRESIDENT
+15717,394456,NOUR,AWAD,SHAREHOLDER
+15718,39447,WILLIAM,CHLEBOWSKI,OTHER
+15719,394526,BETHANY,LOKKEN,MANAGING MEMBER
+15720,394526,SPENCER,LOKKEN,MEMBER
+15721,394547,Richard,Zisook,MEMBER
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+15723,39459,CHARLES,CURRY,PRESIDENT
+15724,39463,YONG,KIM,SOLE PROPRIETOR
+15725,39464,ROGER,GREENFIELD,SECRETARY
+15726,39464,ROGER,GREENFIELD,PRESIDENT
+15727,394685,CUIYUN,HOU,PRESIDENT
+15728,394692,Mildred,Jackson,MANAGING MEMBER
+15729,394692,Mike,Luster,MEMBER
+15730,394692,Michael,Jackson,MANAGING MEMBER
+15731,394714,YOUSEF,MUTHANA,SECRETARY
+15732,394714,YOUSEF,MUTHANA,PRESIDENT
+15733,394765,MARTHA,GARCIA,SOLE PROPRIETOR
+15734,394787,Thomas,Peterson,SOLE PROPRIETOR
+15735,394789,Francesco,Fiore,SECRETARY
+15736,394789,Francesco,Fiore,SHAREHOLDER
+15737,394789,Carmela,Fiore,SHAREHOLDER
+15738,394789,Carmela,Fiore,PRESIDENT
+15739,394813,LOGAN,GREEN,CEO
+15740,394813,JOHN,ZIMMER,PRESIDENT
+15741,394813,KRISTIN,SVERCHEK,SECRETARY
+15742,394813,MATHEW,REAGAN,ASST. SECRETARY
+15743,394822,DAVID,DAHL,SECRETARY
+15744,394822,BRIAN,LILLY,MEMBER
+15745,394822,KEVIN,LILLY,PRESIDENT
+15746,394822,NaN,NaN,MANAGING MEMBER
+15747,394844,VIOLETA,ABAD,PRESIDENT
+15748,394848,CYNTHIA,COLEMAN,PRESIDENT
+15749,394857,Michael,Lerner,MANAGING MEMBER
+15750,394876,Simone,Hoehne Barakat,MEMBER
+15751,394921,Roberto,Montoya,PRESIDENT
+15752,394921,Roberto,Montoya,SECRETARY
+15753,394939,Habib,Khan,PRESIDENT
+15754,394939,Mohammed,Abbasi,SHAREHOLDER
+15755,394939,Mohammed,Abbasi,SECRETARY
+15756,394939,Habib,Khan,SHAREHOLDER
+15757,394955,NANCY,TORRES,SOLE PROPRIETOR
+15758,394968,ZOHAIB,DHANANI,SECRETARY
+15759,394968,GULSHAN,DHANANI,TREASURER
+15760,394968,KERRY,BARTMESS,OTHER
+15761,394968,SHOUKATALI,DHANANI,PRESIDENT
+15762,394970,COLLEEN,LYONS,OTHER
+15763,394970,NaN,NaN,SHAREHOLDER
+15764,394970,WILLIAM,WHITE III,PRESIDENT
+15765,394970,JOSEPH,KERN,SECRETARY
+15766,3950,CONSTANTINE,CATALDO,PRESIDENT
+15767,3950,CHARLES,GAVZER,SECRETARY
+15768,395067,ARVISH,PATEL,SECRETARY
+15769,395067,ARVISH,PATEL,PRESIDENT
+15770,395105,FRED,JONES,SOLE PROPRIETOR
+15771,395110,Seth,Berkowitz,MANAGING MEMBER
+15772,395113,SHIFAA ANWAR,SAMBRA,PRESIDENT
+15773,395124,Marcus,Wilbourn,SOLE PROPRIETOR
+15774,3952,YASUHIDE,SUNAMURA,PRESIDENT
+15775,3952,SHARON,SURRARRER,TREASURER
+15776,3952,HIDETAKA,IIJIMA,VICE PRESIDENT
+15777,3952,MICHAEL,WATHON,SECRETARY
+15778,395201,ERIKA,GONZALEZ,SOLE PROPRIETOR
+15779,395275,RAMI,SHUBBAK,SECRETARY
+15780,395285,FELIX,NUNEZ,PRESIDENT
+15781,395302,STANLEY,FULLER,PRESIDENT
+15782,395302,NaN,NaN,SHAREHOLDER
+15783,39533,JIN,KIM,VICE PRESIDENT
+15784,39533,KAY,CHUNG,SECRETARY
+15785,39533,JAY,CHUNG,PRESIDENT
+15786,395343,Luke,Klein,MEMBER
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+15788,39538,DAVID,TRIBUZIO,OTHER
+15789,395414,ALIN,DARYOSH,PRESIDENT
+15790,395414,ALIN,DARYOSH,SECRETARY
+15791,395464,John,Griffin,MANAGING MEMBER
+15792,39547,NEIL,UHLER,PRESIDENT
+15793,395477,Xavier,Hernandez,MANAGING MEMBER
+15794,395477,Diocelino,Rangel,MEMBER
+15795,395523,Riaz,Ansari,PRESIDENT
+15796,395523,Riaz,Ansari,SHAREHOLDER
+15797,395523,Riaz,Ansari,SECRETARY
+15798,395585,ANGELA,STEVENS,SOLE PROPRIETOR
+15799,3956,ERNEST,FARKAS,PRESIDENT
+15800,3956,CRAMER,SHAPS,OTHER
+15801,3956,ADEL,FARKAS,SECRETARY
+15802,395663,NaN,NaN,SHAREHOLDER
+15803,395663,John,Quandahl,PRESIDENT
+15804,395663,Rich,Horner,SECRETARY
+15805,395700,John,Petrizzo,MEMBER
+15806,395824,BERNARDINO,TAPIA - ORTEGA,SOLE PROPRIETOR
+15807,395883,ROBERT,SAMA,MANAGING MEMBER
+15808,395883,CHRISTOPHER,KAUSEL,MEMBER
+15809,395885,NEIL,BORKAN,MEMBER
+15810,395890,DAVID,LANAUSSE,SECRETARY
+15811,395890,DAVID,LANAUSSE,PRESIDENT
+15812,39593,A,COLLINS,OTHER
+15813,395961,JINHO,MOUNTAINBEAR,MANAGING MEMBER
+15814,395980,FERNANDO,MEDRANO,SOLE PROPRIETOR
+15815,396032,KENNETH,URBIETA,MEMBER
+15816,396046,Nicolas,Hobson,PRESIDENT
+15817,396046,Nicolas,Hobson,SECRETARY
+15818,396051,Jacqueline,Apkarian,PRESIDENT
+15819,396051,Jacqueline,Apkarian,SHAREHOLDER
+15820,396051,Tori,Apkarian,SECRETARY
+15821,396079,MARCOS,SANCHEZ,SECRETARY
+15822,396079,MARCOS,SANCHEZ,PRESIDENT
+15823,3961,EDWARD,BOLDEN,PRESIDENT
+15824,3961,JAMIE,LEE,VICE PRESIDENT
+15825,3961,JENNIFER,SETTLES,SECRETARY
+15826,3961,GEORGE,OLDS,ASST. SECRETARY
+15827,396142,JOE,ZUREIKAT,SECRETARY
+15828,39623,BILL,MARTIN,PRESIDENT
+15829,39623,WARREN,LOWDER,SECRETARY
+15830,396283,JUAN,SANTILLAN-SANDOVAL,INDIVIDUAL
+15831,396333,CINTHYA,VASQUEZ,PRESIDENT
+15832,396364,Daniel,Rodriguez,SECRETARY
+15833,396364,NaN,NaN,SHAREHOLDER
+15834,396364,Daniel,Rodriguez,PRESIDENT
+15835,396367,TAMAR,MIZRAHI,MANAGER
+15836,39639,GUS,PANOS,SECRETARY
+15837,39639,DIMITRIOS,PANOS,PRESIDENT
+15838,396415,RACHEL,DENNIS,MANAGING MEMBER
+15839,396441,NaN,NaN,MANAGING MEMBER
+15840,396441,NIKI,LEONDAKIS,CEO
+15841,396441,STEPHEN,MIANO,OTHER
+15842,396482,BAIJU,KURIAHOSE,SECRETARY
+15843,396482,AJOMON,JOY,PRESIDENT
+15844,396558,TSOGBADRAKH,TSAGAANBANDI,SECRETARY
+15845,39656,ANOOP,KUMAR,OTHER
+15846,396564,RICHARD,MULVIHILL,MANAGING MEMBER
+15847,39658,BEATRICE,MORIARTY,PRESIDENT
+15848,39658,BEATRICE,MORIARTY,SECRETARY
+15849,396586,JILL,CHEN,SHAREHOLDER
+15850,396634,DUANE,ROUSE,PRESIDENT
+15851,396634,SCOTT,KROHN,VICE PRESIDENT
+15852,396634,TIMOTHY,ADELMANN,VICE PRESIDENT
+15853,396634,BRENT,MOEN,VICE PRESIDENT
+15854,396640,TERESA,ZEIGLER,SHAREHOLDER
+15855,396640,TERESA,ZEIGLER,SECRETARY
+15856,396640,TERESA,ZEIGLER,PRESIDENT
+15857,396654,PIOTR,LASAK,PRESIDENT
+15858,39667,FRANK,GIBSON,SOLE PROPRIETOR
+15859,396687,RENORAS,MCDONALD,PRESIDENT
+15860,396687,ANGEL,MCDONALD,SECRETARY
+15861,396763,MICHAEL,AFRICA,INDIVIDUAL
+15862,396862,AGNES,STAFFORD,MANAGING MEMBER
+15863,396875,JEREMY,FLEISHMAN,PRESIDENT
+15864,396875,JEFF,PIEJAK,SECRETARY
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+15870,396908,TUYEN,THACH,SOLE PROPRIETOR
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+15872,396979,BARBARA,ACKERMANS,SOLE PROPRIETOR
+15873,396982,RICHARD,MELMAN,MANAGING MEMBER
+15874,396982,KEVIN,BROWN,MANAGING MEMBER
+15875,396982,ROBERT,LOPATIN,MANAGING MEMBER
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+15923,397899,MOZAYAN,MORRA,PRESIDENT
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+15927,397974,NaN,NaN,MANAGING MEMBER
+15928,397974,RONALD,PARKER,SHAREHOLDER
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+15930,398024,SOON,KIM,SOLE PROPRIETOR
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+15939,398089,VICENTE,MONTER,SOLE PROPRIETOR
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+15968,398973,ROBERT,DZIELAK,MANAGING MEMBER
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+16036,400127,LEROY,KUFORIJI,SOLE PROPRIETOR
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+16077,400974,EYLEM,OZKAYA,MEMBER
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+16091,401103,JUAN,BATALLA,INDIVIDUAL
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+16112,401730,CANDACE,ZYNDA,SECRETARY
+16113,401730,CANDACE,ZYNDA,PRESIDENT
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+16124,402077,NaN,NaN,SHAREHOLDER
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+16129,402261,MARCELLA,REYES,SECRETARY
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+16139,402396,BALDO,VALENZUELA,SECRETARY
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+16169,402609,ANDREW,WINOGRAD,CEO
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+16172,402665,DECLAN,MORGAN,MANAGING MEMBER
+16173,402694,LEOBARDO,CONTRERAS,PRESIDENT
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+16176,402713,DAVID,LANZ,MANAGING MEMBER
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+16178,402795,RAFAEL,MEDINA,PRESIDENT
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+16191,403145,PIYAWAT,SIWAMUTITA,SECRETARY
+16192,403145,KESSARIN,SIWAMUTITA,PRESIDENT
+16193,40318,WADEA,ISAAC,SECRETARY
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+16195,403185,MICHELLE,RAY,SOLE PROPRIETOR
+16196,403211,MYLENE,PALANCA,SECRETARY
+16197,403211,RICHARD,PALANCA,PRESIDENT
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+16199,403311,MARC,BORTZ,MANAGING MEMBER
+16200,40332,FLIRAM,BARM,SOLE PROPRIETOR
+16201,403424,GRAZYNA,SZYMANSKA,PRESIDENT
+16202,403443,FRED,WINGARD,PRESIDENT
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+16207,403732,DAVID,NALEZNY,MEMBER
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+16209,403774,NARENDRA,PATEL,MEMBER
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+16227,40426,KIMBERLY,HILEY,SECRETARY
+16228,40426,KIMBERLY,HILEY,PRESIDENT
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+16241,404475,Diana,Medrano,MANAGING MEMBER
+16242,404506,MARCIA,ASQUITH,SECRETARY
+16243,404512,RYAN,KOLAR,MANAGING MEMBER
+16244,404524,RICHARD,LABRIOLA,MANAGING MEMBER
+16245,404550,AMIT,PATEL,PRESIDENT
+16246,404550,BHRYGESH,PATEL,SECRETARY
+16247,40459,LUMINITA,PARTALIS,PRESIDENT
+16248,40459,DEMETRIOS,PARTALIS,SECRETARY
+16249,404608,HANI,HABBOUB,PRESIDENT
+16250,404608,HANI,HABBOUB,SECRETARY
+16251,40461,IGGNACIO,LOPEZ,OTHER
+16252,404671,JASON,FREIMAN,MEMBER
+16253,404671,ROBERT,PODESTA,MEMBER
+16254,40477,CHRISTOPHER,LATROBE,PRESIDENT
+16255,40477,CHRISTOPHER,LATROBE,SECRETARY
+16256,40478,JAMES,JOHNSTONE,PRESIDENT
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+16258,404857,JOHN,SEARS,PRESIDENT
+16259,404937,MARLOW,WATTS,PRESIDENT
+16260,40500,JOSE,ORTEGA,SOLE PROPRIETOR
+16261,405070,VICENTE,CORTES,MANAGING MEMBER
+16262,40516,JEFFREY,KOLODNY,PRESIDENT
+16263,40516,MICHAEL,KOLODNY,SECRETARY
+16264,405226,JOHANNA,CALVA,SOLE PROPRIETOR
+16265,40524,MARY,FERAZZA,PRESIDENT
+16266,405267,NaN,NaN,PARTNER
+16267,405287,ALEX,COLON,PRESIDENT
+16268,405288,JESSICA,REICHER,MANAGING MEMBER
+16269,405288,NANDO'S,NaN,MANAGING MEMBER
+16270,405298,MELISSA,NaN,MEMBER
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+16272,405415,KENNETH,BRODY,SHAREHOLDER
+16273,405415,JEFFREY,LEVOFF,MANAGER
+16274,405415,KEVIN,KROEGER,SHAREHOLDER
+16275,405415,JENNIFER,WILSON,SHAREHOLDER
+16276,405415,DONALD,WILSON,MANAGING MEMBER
+16277,405415,NaN,NaN,MEMBER
+16278,40547,MOHAMMAD,MOHAMMED,PARTNER
+16279,405533,CAROL,GALUSZKA,MANAGING MEMBER
+16280,40558,WAYNE,ZAHNER,OTHER
+16281,40558,ANN,MECKELBORG,SECRETARY
+16282,40562,MICHAEL,LAWLOR,PRESIDENT
+16283,405728,MARCIA,BOYD,MANAGING MEMBER
+16284,40580,ALBERT,LEW,PRESIDENT
+16285,40580,ALBERT,LEW,SECRETARY
+16286,405808,Nikdetta,Lattas,PRESIDENT
+16287,405808,Haraldoos,Lattas,SECRETARY
+16288,40581,ROY,ROBERTSON,PRESIDENT
+16289,40581,SANDRA,ROBERTSON,SECRETARY
+16290,40590,JOHN,STANO,SOLE PROPRIETOR
+16291,405919,SHOLOM,STRICK,MANAGING MEMBER
+16292,40596,LAURA,ROSEN,SECRETARY
+16293,40596,LAURA,ROSEN,PRESIDENT
+16294,406018,VALENTIN,LOPEZMELINS,SOLE PROPRIETOR
+16295,406104,JAMES,JENSEN,SECRETARY
+16296,406104,ALEXANDRE,STOYKOV,PRESIDENT
+16297,406170,NADINE,SENESE,SOLE PROPRIETOR
+16298,40620,DAMASO,RAMIREZ,OTHER
+16299,40629,PARNELL,RUIZ,PRESIDENT
+16300,40629,GWEN,OZGA,SECRETARY
+16301,406325,JOSE,GARCIA,PRESIDENT
+16302,406325,EILEEN,GREGG-GARCIA,SECRETARY
+16303,406553,AGUSTINA,JAMIE-PEREZ,INDIVIDUAL
+16304,406567,MARIANA,BARRIGA,PRESIDENT
+16305,406595,DAVID,RADZIETA,SECRETARY
+16306,406595,WOJCIECH,RADZIETA,PRESIDENT
+16307,406717,HUONG,HUA,SOLE PROPRIETOR
+16308,406749,Henry,Moses,MANAGING MEMBER
+16309,4068,GENE,NEUMAN,PRESIDENT
+16310,4068,GENE,NEUMAN,SECRETARY
+16311,406878,DENIS,SHEAHAN,MEMBER
+16312,406878,MARTIN,COURNANE,MEMBER
+16313,406964,IVAN,JARAMILLO,MEMBER
+16314,406966,FLORINA,TUDOR,MANAGER
+16315,406966,ADRIAN,TUDOR,MANAGER
+16316,406980,JOSE,ROSAS,SOLE PROPRIETOR
+16317,407039,ADAM,SAFFRO,MANAGER
+16318,407039,MICHAEL,HAGENSON,MANAGER
+16319,407039,NaN,NaN,MEMBER
+16320,407046,KIYOUNG,KOWN,SOLE PROPRIETOR
+16321,407089,JUAN,ESCOBAR,INDIVIDUAL
+16322,4071,RONALD,KINNER,SECRETARY
+16323,4071,DANIEL,OCHYLSKI,PRESIDENT
+16324,407173,WINSTON,COATES,MANAGER
+16325,407173,MAIESHA,ROSE,MANAGER
+16326,407215,JOAQUIN,VELEZ,PARTNER
+16327,407231,MATTHEW,ALBERTS,PRESIDENT
+16328,407243,GEOFFREY,BENGE,PRESIDENT
+16329,407347,MARK,HEFFRON,MEMBER
+16330,407347,MICHAEL,SALVATORE,MANAGING MEMBER
+16331,407347,NaN,NaN,MEMBER
+16332,407347,WILLIAM,MURPHY,MEMBER
+16333,407347,ALEX,SAMOYLOVICH,MEMBER
+16334,407443,TYAG,PATEL,MANAGING MEMBER
+16335,407443,SHAHZAD,RATTANI,MANAGING MEMBER
+16336,40750,ROBERT,ROGALSKI,SECRETARY
+16337,40750,ROBERT,ROGALSKI,PRESIDENT
+16338,40753,GEORGE,ZAWACKI,DIRECTOR
+16339,40753,DAN,ZAWACKI,PRESIDENT
+16340,40753,KAREN,ZWACKI,DIRECTOR
+16341,407625,SHIRLEY,TOGBA,SOLE PROPRIETOR
+16342,407896,NaN,NaN,MEMBER
+16343,407896,JESSICA,REICHER,MANAGING MEMBER
+16344,40790,BOHEE,PARK,PRESIDENT
+16345,40790,BOHEE,PARK,SECRETARY
+16346,407934,ELISA,LUTZ,MANAGER
+16347,407980,MANUEL,FUENTES,MANAGING MEMBER
+16348,40802,MUHAMMAD,ASHFAQ,SECRETARY
+16349,40802,MUHAMMAD,ASHFAQ,PRESIDENT
+16350,408030,LATOYA,MC COY,INDIVIDUAL
+16351,408103,CANDICE,BYNUM,SOLE PROPRIETOR
+16352,408151,ALLAN,SWEET,PRESIDENT
+16353,408151,MARK,RINDER,OTHER
+16354,408151,NaN,NaN,MEMBER
+16355,408177,TING TING,ZHENG,PRESIDENT
+16356,408207,LATERICA,TIGGS,SOLE PROPRIETOR
+16357,40827,ROBERTA,CORVO,SECRETARY
+16358,408307,Mason,Edelson,MANAGER
+16359,408355,Heather,Behm,MANAGING MEMBER
+16360,408355,Steven,Schwartz,MANAGING MEMBER
+16361,408355,Vince,DiBattista,MEMBER
+16362,408355,Craig,Golden,MEMBER
+16363,408358,Randall,Fischer,VICE PRESIDENT
+16364,408378,Mashallah,Ghouleh,DIRECTOR
+16365,408407,AMISHA,THAKKAR,SECRETARY
+16366,408407,DHAVAL,THAKKAR,PRESIDENT
+16367,408488,SIDNEY,MOORE,INDIVIDUAL
+16368,408535,Khled,Suleiman,SHAREHOLDER
+16369,408568,Bradley,Seiler,MEMBER
+16370,408610,AGYEIWAA,NNURO-FRIMPONG,SOLE PROPRIETOR
+16371,408692,YANLING,XIAO,SOLE PROPRIETOR
+16372,40871,LINDA,FROSOLONE,SECRETARY
+16373,40871,WILLIAM,FROSOLONE,PRESIDENT
+16374,408749,DAO,PHAM,PRESIDENT
+16375,408768,MELANIE,MAGGETTE,SOLE PROPRIETOR
+16376,408790,SERHIY,KRAYNIY,PRESIDENT
+16377,408810,HAITHAM,ADWAN,PRESIDENT
+16378,408979,ANTHONY,PONTILLO,MEMBER
+16379,40899,JAMILAH,JOR'DAN,SECRETARY
+16380,40899,JAMILAH,JOR'DAN,PRESIDENT
+16381,408990,ABDULLAH,GHAFFAR,MANAGING MEMBER
+16382,408990,ABDULREHMAN,GHAFFAR,MANAGING MEMBER
+16383,408990,ADRIAN,ALVAREZ,MANAGING MEMBER
+16384,40905,JACQUELYN,SIRECI,PRESIDENT
+16385,40905,JANE,SIRECI,SECRETARY
+16386,409054,VASILE,MIHALI,SOLE PROPRIETOR
+16387,409135,STELIOS,SAKOUTIS,PRESIDENT
+16388,409135,STELIOS,SAKOUTIS,SECRETARY
+16389,409165,REGINALD,MARSH,SOLE PROPRIETOR
+16390,409275,TERRI,EVANS,LIMITED PARTNER
+16391,409275,NaN,NaN,SHAREHOLDER
+16392,409429,WILLIAM,EVANS,SOLE PROPRIETOR
+16393,40951,HYUNG,KANG,OTHER
+16394,409518,DEAN,LOTUFO,VICE PRESIDENT
+16395,409518,JEREMY,AGUILAR,SECRETARY
+16396,409518,NaN,NaN,MANAGER
+16397,409518,NaN,NaN,SHAREHOLDER
+16398,409534,Ahmad,Fattah,SECRETARY
+16399,409544,Ryan,Buttner,PRESIDENT
+16400,409571,CHRISTOS,FASSEAS,MANAGING MEMBER
+16401,409571,PETER,THANOUKOS,MANAGING MEMBER
+16402,409571,BILL,THANOUKOS,MANAGING MEMBER
+16403,409629,ADRIANA,FERRUZCA,INDIVIDUAL
+16404,409669,JOHN,JONES,OTHER
+16405,409669,PETER,STANCA,MANAGING MEMBER
+16406,4097,MARTHA,PEREZ,SECRETARY
+16407,4097,JOSE,PEREZ,CEO
+16408,409726,GUSTAVO,DE LA ESPRIELLA,PRESIDENT
+16409,40973,GARY,SWIFT,SECRETARY
+16410,40973,DANIEL,SWIFT,PRESIDENT
+16411,40980,TATYANA,LAKATSKAYA,PRESIDENT
+16412,40980,TATYANA,LAKATSKAYA,SECRETARY
+16413,4099,HO,CHUNG,OTHER
+16414,4099,SUNG,CHUNG,SOLE PROPRIETOR
+16415,40994,PIK,WONG,SECRETARY
+16416,409971,Deborah,Smith,PRESIDENT
+16417,409971,Deborah,Smith,SECRETARY
+16418,409971,Deborah,Smith,DIRECTOR
+16419,41,JEFFREY,LAWLER,SECRETARY
+16420,41,JEFFREY,LAWLER,PRESIDENT
+16421,410,SAUL,PARRA,PRESIDENT
+16422,410010,ADAM,SNOW,MANAGING MEMBER
+16423,41003,ADOLFO,DIAZ,PRESIDENT
+16424,41003,AIDEE,DIAZ,SECRETARY
+16425,410203,PATRICIA,ALLEN,SECRETARY
+16426,410203,ALAN,SCHWARTZ,OTHER
+16427,410203,NaN,NaN,MANAGING MEMBER
+16428,410203,ROBERT,ZIMELIS,TRUSTEE
+16429,410203,ROSLYN,SCHWARTZ,TRUSTEE
+16430,410203,JOHN,MUEHLSTEIN,SECRETARY
+16431,410203,STEVEN,SCHWARTZ,PRESIDENT
+16432,410203,FRANK,NUSKO,TREASURER
+16433,410226,AHMAD,SAADA,PRESIDENT
+16434,41027,MARCY,CAVORSO,PRESIDENT
+16435,41027,ANTHONY,CAVORSO,SECRETARY
+16436,410326,Mickey,Jew,SHAREHOLDER
+16437,410326,Gladys,Franco,PRESIDENT
+16438,410326,Gladys,Franco,SHAREHOLDER
+16439,410326,Mickey,Jew,SECRETARY
+16440,410380,Seth,Romano,MANAGER
+16441,410380,Vincent,Romano,MEMBER
+16442,41045,TSIONA,BITTON,PRESIDENT
+16443,410580,DOUGLAS,NELSON,SHAREHOLDER
+16444,41066,ANGELINE,MILES,PARTNER
+16445,410682,PHILIP,GHANTOUS,PRESIDENT
+16446,410682,MICHAEL,GHANTOUS,VICE PRESIDENT
+16447,410785,NUMAN,IDREES,PRESIDENT
+16448,410807,SARANTUYA,BADARCH,SOLE PROPRIETOR
+16449,410820,JOHN,BORN,SOLE PROPRIETOR
+16450,410870,RAMIRO,URIOSTEGUI FLORES,PRESIDENT
+16451,4109,LEWIS,THURMAN,OTHER
+16452,41093,DENNIS,MCCLENDON,SOLE PROPRIETOR
+16453,411,FRANK,PORTILLO,PRESIDENT
+16454,411065,DIEGO,ZUSI,MANAGING MEMBER
+16455,41115,CHARLIE,STAMPS,SECRETARY
+16456,41115,CHARLIE,STAMPS,PRESIDENT
+16457,41115,RAMONA,STAMPS,VICE PRESIDENT
+16458,411217,JAMES,ROON THAWNG,MANAGING MEMBER
+16459,41124,NaN,NaN,MEMBER
+16460,411328,JOSHUA,MARIN,SOLE PROPRIETOR
+16461,411436,JUAN,VELAZQUEZ,PRESIDENT
+16462,411451,NaN,NaN,SHAREHOLDER
+16463,411451,JETHRO,FERGUSON,PRESIDENT
+16464,411451,JOHN,SPITZIG,VICE PRESIDENT
+16465,4115,ALFREDO,LINARES,SECRETARY
+16466,4115,JAIME,LINARES,PRESIDENT
+16467,41155,TED,GEROPOULOS,SECRETARY
+16468,41155,TED,GEROPOULOS,PRESIDENT
+16469,411552,STANLEY,WALCZAK,MEMBER
+16470,411552,MICHAEL,WALCZAK,MANAGER
+16471,411554,STANLEY,WALCZAK,MEMBER
+16472,411554,MICHAEL,WALCZAK,MANAGER
+16473,411613,KATHLEEN,FISHER,MANAGER
+16474,411668,ENKELEJDA,TARE,PRESIDENT
+16475,41172,JOHN,CLARK,PARTNER
+16476,41172,JOHN,GORDOGAN,PARTNER
+16477,41176,ARIF,SHAZZAD,SECRETARY
+16478,41176,ARIF,SHAZZAD,PRESIDENT
+16479,411778,MARVIN,MORENO,MANAGING MEMBER
+16480,41183,JOSEF,GUZIK,SECRETARY
+16481,411917,MARIA,ARCE,SECRETARY
+16482,41194,WILLIAM,MOWLE,SOLE PROPRIETOR
+16483,411980,NELIDA,VAZQUEZ-ROWLAND,MANAGER
+16484,41200,MICHAEL,JOSS,SECRETARY
+16485,41200,MICHAEL,JOSS,PRESIDENT
+16486,412005,TEAM,NaN,MEMBER
+16487,412005,SCOTT,TROILO,MEMBER
+16488,412005,OLIVER,BADGIO,MEMBER
+16489,41202,ALAN,COTE,PRESIDENT
+16490,41202,NaN,NaN,SHAREHOLDER
+16491,41202,PAUL,CLEMENTS,SECRETARY
+16492,41209,ZARAK,KHAN,SECRETARY
+16493,41209,ZARAK,KHAN,PRESIDENT
+16494,412104,YUSEF,SALEH,PRESIDENT
+16495,412114,WEDHH,OTHMAN,PRESIDENT
+16496,41219,SOON,LEE,SOLE PROPRIETOR
+16497,412203,PAUL,MILLER,VICE PRESIDENT
+16498,41222,DANUTA,KONEFAL,PRESIDENT
+16499,41222,DAUNTA,KONEFAL,SECRETARY
+16500,412222,JIA,CHENG,PRESIDENT
+16501,41229,RALPH,CRAVEN,PRESIDENT
+16502,41229,PATRICIA,CRAVEN,SECRETARY
+16503,41232,DENISE,ANTONUCCI,PRESIDENT
+16504,41232,JERRY,SANFILIPPO,VICE PRESIDENT
+16505,41232,DENISE,ANTONUCCI,SECRETARY
+16506,41238,ELEAZAR,SAGUN,SECRETARY
+16507,41238,ELEAZAR,SAGUN,PRESIDENT
+16508,412402,KARA,SCHAWK O'DEMPSEY,PRINCIPAL OFFICER
+16509,412533,SILVIA,SOLIS MARQUEZ,PRESIDENT
+16510,412656,Robert,Petrie,MANAGER
+16511,412661,MARIBEL,GARCIA,PRESIDENT
+16512,4127,MARTIN,CAMPO,PRESIDENT
+16513,4127,JOHN,CAMPO,SECRETARY
+16514,412730,Daniel,Rezko,MANAGING MEMBER
+16515,412747,JAMES,LIAUTAUD,MEMBER
+16516,412874,PATRICK,BUCK,MEMBER
+16517,412874,AJAY,DESAI,MEMBER
+16518,412874,VISHNU,SRINIVASIN,MEMBER
+16519,412874,DANIEL,WEISS,MANAGING MEMBER
+16520,412964,JAMES,LAWSON,MANAGING MEMBER
+16521,4130,Ushaben,Ray,SECRETARY
+16522,4130,Girishvmak,Ray,PRESIDENT
+16523,413031,Victor,Ramos,SOLE PROPRIETOR
+16524,413091,Monica,Martinez,MANAGER
+16525,413091,Michelle,Oliva,MANAGER
+16526,413092,Renata,Graw,SOLE PROPRIETOR
+16527,41315,GLADYS,VIGNETTES,OTHER
+16528,41315,PEDRO,VIGNETTES,SPOUSE
+16529,41324,NaN,NaN,OTHER
+16530,41324,Paul,Rahe,SECRETARY
+16531,413266,MARIA,AVILA,SOLE PROPRIETOR
+16532,4134,SAM,GEORGELOS,PRESIDENT
+16533,4134,GEORGE,GEORGELOS,SECRETARY
+16534,4134,NICK,GEORGELOS,TREASURER
+16535,413424,KEVIN,BOEHM,MANAGER
+16536,41356,PETER,BRZEZINA,OTHER
+16537,413614,VICTOR,REYES,SECRETARY
+16538,4137,STELLA,ANTZAKLIS,PARTNER
+16539,4137,MEMOS,ALONOSTIOTIS,PARTNER
+16540,41371,STEVE,WILLIAMS,OTHER
+16541,413717,MIGUEL,QURESHI,PRESIDENT
+16542,413787,Abbye,Churchill,MANAGING MEMBER
+16543,41392,GLORIA,HERNANDEZ,OTHER
+16544,41392,M CARMEN,GUTIERREZ,SECRETARY
+16545,41392,MARK,BARTOSIC,PRESIDENT
+16546,41407,EUGENIA,PHILLIPS,OTHER
+16547,4141,ALFREDO,GALVAN,OTHER
+16548,4141,ROBERT,SCHNEIDER,PRESIDENT
+16549,4141,MORGAN,ORDMAN,SECRETARY
+16550,414142,NICOLAS,AGUADO,SECRETARY
+16551,414142,NaN,NaN,SHAREHOLDER
+16552,414142,LUCIANO,DOMINGUEZ,PRESIDENT
+16553,414150,JENNIFER,OSEI,MANAGING MEMBER
+16554,414152,Shavion,Scott,MANAGER
+16555,414179,Chadi,Adas,PRINCIPAL OFFICER
+16556,414179,Chadi,Adas,SECRETARY
+16557,414179,Chadi,Adas,PRESIDENT
+16558,414210,MARTIN,LOPEZ-ORTIZ,PRESIDENT
+16559,41436,THOMAS,COOK,PRESIDENT
+16560,41436,THOMAS,COOK,SECRETARY
+16561,41443,GINA,CANTAVE,PRESIDENT
+16562,41443,GINA,CANTAVE,SECRETARY
+16563,414496,FRANCISCO,MOMROY,SOLE PROPRIETOR
+16564,414617,OLGA,MARTINEZ-OGUEDA,INDIVIDUAL
+16565,414661,BATDELGER,MASHIGJAV,MANAGING MEMBER
+16566,41471,HUNG,AU,PRESIDENT
+16567,41471,TED,CHOW,SECRETARY
+16568,414858,CASSANDRA,PITTMAN,PRESIDENT
+16569,41487,JULIA,KNIER,PRESIDENT
+16570,41487,BRIAN,KNIER,SECRETARY
+16571,414874,NaN,NaN,PRESIDENT
+16572,41490,BRAD,MEINECKIE,PRESIDENT
+16573,41490,SHARON,ROBINSON,SECRETARY
+16574,414928,Luiza,Farinha,MEMBER
+16575,414928,Cassie,Buth,MEMBER
+16576,415,ROQUE,CALVA,SECRETARY
+16577,415,ROQUE,CALVA,PRESIDENT
+16578,415070,MARIO,GORDON,SOLE PROPRIETOR
+16579,415121,Letita,Dorsey,DIRECTOR
+16580,415141,MARY,SIMMONS,SOLE PROPRIETOR
+16581,415153,GREGORY,DANIELS,SOLE PROPRIETOR
+16582,415177,ADEKUNLE,ADEBAYO,SECRETARY
+16583,4152,JOHN,REGAN,VICE PRESIDENT
+16584,4152,DAVID,DAUL,PRESIDENT
+16585,4152,STEPHEN,SCHILLER,SECRETARY
+16586,415200,NaN,NaN,SHAREHOLDER
+16587,415200,GUNNER,HELBERG,OTHER
+16588,415211,GRADY,METOYER,SECRETARY
+16589,415211,MARK,FARMER,OTHER
+16590,415211,ROBERT,MORGAN,PRESIDENT
+16591,4153,GHAZI,SADAQA,SECRETARY
+16592,4153,ABDEL,HAMIDAFATTAH,PRESIDENT
+16593,415347,MOSA,ELMOSA,SECRETARY
+16594,415347,MUHAMMAD,BASTE,TREASURER
+16595,415347,BASSEL,JOUDEH,PRESIDENT
+16596,4154,SONIA,GREENE,ASST. SECRETARY
+16597,4154,BANCROFT,GORDON,SECRETARY
+16598,4154,BAO GIANG,BAUDUIN,VICE PRESIDENT
+16599,4154,DAVID,GRISSEN,PRESIDENT
+16600,4154,MARGERY,BRENEMAN,ASST. SECRETARY
+16601,4154,CAROLYN,HANDLON,TREASURER
+16602,4154,NaN,NaN,SHAREHOLDER
+16603,415471,Tanya,Wormely,SECRETARY
+16604,415471,KINA,ARNOLD,PRESIDENT
+16605,415537,Natalia,Cernaianu,SECRETARY
+16606,415572,Mohamed,Ould Sidi Mohamed,PRESIDENT
+16607,415572,Mohamed,Ould Sidi Mohamed,SECRETARY
+16608,415572,Mohamed,Ould Sidi Mohamed,PRINCIPAL OFFICER
+16609,415637,SHOAIB,AZIZ,SECRETARY
+16610,415658,ESMERALDA,AVILA,MANAGING MEMBER
+16611,41573,RITA,GALLAGHER,SECRETARY
+16612,41573,MARGARET,JOHNSON,PRESIDENT
+16613,415762,Abdul,Ahmed,PRINCIPAL OFFICER
+16614,415775,ARACELI,RAMIREZ,SHAREHOLDER
+16615,415787,ROSALINDA,RODRIGUEZ,SOLE PROPRIETOR
+16616,4158,WALTER,KELLY,PRESIDENT
+16617,4158,MICHAEL,KELLY,SECRETARY
+16618,415814,JOSE,MARTINEZ ALAMILLA,PRESIDENT
+16619,41588,RAMIREZ,AGUSTIN,OTHER
+16620,415890,CHUN KWAN,SO,PRESIDENT
+16621,415890,LIANG,GE,SECRETARY
+16622,41595,LESLAW,MICHALSKI,PRESIDENT
+16623,41595,LESLAW,MICHALSKI,SECRETARY
+16624,41597,IVAN,VELEZ,OTHER
+16625,415980,PEDRO,GONZALEZ,SOLE PROPRIETOR
+16626,416009,TAHL,HUMES,MANAGING MEMBER
+16627,41603,JOHN,KACZMARCZYK,OTHER
+16628,416032,George,Johnson (Trust),MEMBER
+16629,41608,LONNIE,HARRISON,SOLE PROPRIETOR
+16630,4161,RIBHI,JOUDEH,SECRETARY
+16631,4161,AFFIF,OBHI IBRAHIM,PRESIDENT
+16632,416156,ROSA,CAMARENA,PRESIDENT
+16633,416168,WILSON,TORRES,SECRETARY
+16634,416178,KIMBERLY,WRIGHT,SOLE PROPRIETOR
+16635,416251,Alex,Troyanovsky,MANAGING MEMBER
+16636,416295,NaN,NaN,SHAREHOLDER
+16637,416295,George,Sautter,SECRETARY
+16638,416295,Anne,Fitzgerald,DIRECTOR
+16639,416295,George,Sautter,TREASURER
+16640,416295,Anne,Fitzgerald,PRESIDENT
+16641,416307,JULIE,FRIEND,MEMBER
+16642,416307,BRIDGET,HOBBS,MEMBER
+16643,416397,FREDERICK,WOODS,TREASURER
+16644,416397,FREDERICK,WOODS,PRESIDENT
+16645,416397,ELLEN,WOODS,SECRETARY
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+16648,416561,JACK,CHAIYARAT,PRESIDENT
+16649,416561,JACK,CHAIYARAT,SECRETARY
+16650,416578,NaN,NaN,SHAREHOLDER
+16651,416629,MARIAH,SWARTZ,MANAGING MEMBER
+16652,416632,SATISH,PATEL,PRESIDENT
+16653,4167,DONNA,NOWAK,SECRETARY
+16654,4167,THOMAS,NOWAK,PRESIDENT
+16655,4167,ROBERT,NOWAK,OTHER
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+16658,4168,AGUSTIN,DUARTE,SECRETARY
+16659,416852,SHAWN,CICHON,SECRETARY
+16660,416852,BRANDON,SARTOR,PRESIDENT
+16661,41687,MOHAMED,ALI,SOLE PROPRIETOR
+16662,416941,EN,CHEN,SECRETARY
+16663,417093,ENRIQUETA,LECHUGA,PRESIDENT
+16664,417126,DEMETRIUS,FRIEND,PRESIDENT
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+16668,41724,MARJORIE,SCHMIDT,SECRETARY
+16669,41724,MICHAEL,SCHMIDT,PRESIDENT
+16670,417243,JESSICA,REICHER,MANAGER
+16671,417243,NaN,NaN,SHAREHOLDER
+16672,417289,JOHANA,MUNOZ,SOLE PROPRIETOR
+16673,417297,LAEA,AHMED,PRESIDENT
+16674,417297,LAEA,AHMED,SECRETARY
+16675,417315,JOSE,CASTRO,PRESIDENT
+16676,417399,ILYEON,KWON,MANAGING MEMBER
+16677,417410,David,Bostik,MANAGER
+16678,417493,NaN,NaN,MANAGING MEMBER
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+16680,417493,Abraham,Safdie,PRESIDENT
+16681,417529,Agron,Memeti,PRESIDENT
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+16684,4177,PAUL,PAPPAS,SECRETARY
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+16686,417719,Edwinna,Jones,SECRETARY
+16687,417719,Edwinna,Jones,PRESIDENT
+16688,417733,DETRA,ROBINSON,SOLE PROPRIETOR
+16689,417766,Marina,Canseco-Hale,MANAGING MEMBER
+16690,417766,Vincent,Hale,MANAGER
+16691,417797,CESAR,LOPEZ,MEMBER
+16692,417877,AHMAD,JIBAWI,PRESIDENT
+16693,41788,JAMES,PASCENTE,PRESIDENT
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+16697,41798,MARY ANNE,D'ONOFRIO,SECRETARY
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+16699,4180,PUNEET,CHAM,TRUSTEE
+16700,4180,LYNDA,McKEANEY,SECRETARY
+16701,4180,LYNDA,McKEANEY,PRESIDENT
+16702,4180,NaN,NaN,SHAREHOLDER
+16703,41802,ROBERTA,FORDE,SECRETARY
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+16706,418057,PAUL,CARBERY,MANAGING MEMBER
+16707,418057,RONALD,KUEHL,MANAGING MEMBER
+16708,418057,MICHAEL,LANGDON,MANAGING MEMBER
+16709,41808,NABIL,MATARIVEH,SECRETARY
+16710,41808,NABIL,MATARIVEH,PRESIDENT
+16711,418109,NaN,NaN,SHAREHOLDER
+16712,418109,FRANCIS,DAVIDSON-TANGUAY,SECRETARY
+16713,418109,FRANCIS,DAVIDSON-TANGUAY,PRESIDENT
+16714,418142,SHARZAD,KIADEH,SECRETARY
+16715,418142,SHARZAD,KIADEH,PRESIDENT
+16716,418188,JOEL,VALENCIA,PRESIDENT
+16717,418188,JOEL,VALENCIA,SECRETARY
+16718,418280,MARIA,RUIZ,SOLE PROPRIETOR
+16719,41833,ANN,BUTLER,PRESIDENT
+16720,41833,AUSENCIO,NEVAREZ,SECRETARY
+16721,41833,THOMAS,LERCH,VICE PRESIDENT
+16722,418349,CASSIE,KREPEL,MANAGING MEMBER
+16723,418401,ZHIJUN,WU,PRESIDENT
+16724,41843,IGNACIO,GARCIA,PRESIDENT
+16725,418571,KEVIN,ROBLEE,MANAGER
+16726,418576,DIANA,CLARK,MANAGER
+16727,418672,JOHN,WREN,MANAGER
+16728,4187,ALICIA,GUTIERREZ,SECRETARY
+16729,418718,Shashi,Batra,MANAGER
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+16731,418776,CESAR,ROMERO,PRESIDENT
+16732,418776,CESAR,ROMERO,SECRETARY
+16733,418790,FLORIM,ISUFI,MANAGING MEMBER
+16734,418857,ANTHONY,TAMER,MANAGER
+16735,418873,PORTIA,LOTT,INDIVIDUAL
+16736,41888,CHERYL,GILL,PRESIDENT
+16737,41888,CHERYL,GILL,SECRETARY
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+16739,4189,SAEID,SWEIS,SECRETARY
+16740,418943,CATHERINE,ARNSWALD,INDIVIDUAL
+16741,418965,ELIZABETH,BARR,INDIVIDUAL
+16742,418978,IDALIA,JAIMES,SECRETARY
+16743,418978,IDALIA,JAIMES,PRESIDENT
+16744,419,JAMES,BOGATITUS,SECRETARY
+16745,419,JAMES,BOGATITUS,PRESIDENT
+16746,419001,SALVADOR,CANCHOLA,PRESIDENT
+16747,419059,PAULA,SEGURA,SOLE PROPRIETOR
+16748,419076,TODD,DAVIS,INDIVIDUAL
+16749,419078,AARON,WILLIAMS,SOLE PROPRIETOR
+16750,419108,Chae,Kim,PRESIDENT
+16751,4192,JUAN,LAZO,PRESIDENT
+16752,4192,ISABEL,LAZO,SECRETARY
+16753,419219,FADI,ALLAN,PRESIDENT
+16754,41932,SAUL,GUTIERREZ,SECRETARY
+16755,41932,SAUL,GUTIERREZ,PRESIDENT
+16756,41935,TERESA,MAGANA,SECRETARY
+16757,419374,PEDRO,PEREZ,SHAREHOLDER
+16758,419374,CARMEN,TORRES VELEZ,MANAGER
+16759,419385,KATHERINE,EHAROSHE,INDIVIDUAL
+16760,419422,MICHAEL,MARKELLOS,MANAGING MEMBER
+16761,419422,MARK,THOMAS,MANAGER
+16762,419438,PATRICK,O'CONNELL,INDIVIDUAL
+16763,419511,ROBERT,THOMPSPON,MANAGING MEMBER
+16764,419511,NaN,NaN,MEMBER
+16765,419583,Robert,Shaw,MANAGER
+16766,419583,Tommy,Johnson,MANAGER
+16767,419684,MARIA,JARA,PRESIDENT
+16768,419753,ESRAA,AL NABELSI,PRINCIPAL OFFICER
+16769,419753,ESRAA,AL NABELSI,SECRETARY
+16770,419753,ESRAA,AL NABELSI,PRESIDENT
+16771,419764,CHERISE,LIVINGSTON,MANAGER
+16772,4198,ROBERT,ALLEN,PRESIDENT
+16773,4198,BARBARA,VALENTINE,SECRETARY
+16774,4198,SANDRA,ALLEN,TREASURER
+16775,419892,PHYLISS,HUGHES,PRESIDENT
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+16777,419938,ROGER,DELGADO,PRESIDENT
+16778,419989,LAURA,PIPER,PRESIDENT
+16779,419989,RODD,GOLDMAN,SHAREHOLDER
+16780,420,NOBUKO,KATSUMURA,PRESIDENT
+16781,420,NOBUKO,KATSUMURA,SECRETARY
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+16783,42005,MICHELLE,NITSCHE,PRINCIPAL OFFICER
+16784,42005,REV. STEVE,DOMBROWSKI,PRESIDENT
+16785,420067,RONIKA,BRIESCH,INDIVIDUAL
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+16787,420179,IBRAHIM,YUSUF,PRESIDENT
+16788,420192,MATTHEW,DUES,INDIVIDUAL
+16789,420235,LISA,HRUSKOCY,INDIVIDUAL
+16790,420269,Tony,Han,SECRETARY
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+16792,420301,REBECCA,LORENZ,INDIVIDUAL
+16793,420310,MILLICIA,WEST,INDIVIDUAL
+16794,420336,JEOM SOON,YU,PRESIDENT
+16795,420336,CHANG YUL,YU,SHAREHOLDER
+16796,420462,KATRINA,JOHNSON,INDIVIDUAL
+16797,420562,MICHELLE,CATANESE,INDIVIDUAL
+16798,420571,Kim,Paczesny,SOLE PROPRIETOR
+16799,420576,JUMANAH,MUSTAFA,PRESIDENT
+16800,42058,MIGUEL,CHORA,OTHER
+16801,420624,Jennifer,Ross,MANAGER
+16802,4207,PABLOS,VASQUEZ,SOLE PROPRIETOR
+16803,42073,RENATA,ZALECKI,OTHER
+16804,420745,BYRON,NELSON,PARTNER
+16805,42075,DAOUD,KHATIB,PRESIDENT
+16806,42075,HANI,KHATIB,SECRETARY
+16807,420758,TURHAN,JENKINS,MANAGING MEMBER
+16808,420764,AUGUST,GENOVESI,PRESIDENT
+16809,420764,MICHAEL,FERRI,VICE PRESIDENT
+16810,420764,MICHAEL,ROSENGRANT,SECRETARY
+16811,42088,ONEL,LAZAR,SOLE PROPRIETOR
+16812,42091,DENNIS,PANOZZO,SECRETARY
+16813,420936,BRENDA,NGUY,PRESIDENT
+16814,42099,ANDREW,NEVILLE,SECRETARY
+16815,42099,JONATHAN,NEVILLE,TREASURER
+16816,42099,ERIC,NEVILLE,PRESIDENT
+16817,420997,JESSICA,GARTENSTEIN,MANAGING MEMBER
+16818,420997,ERIK,NADEAU,MANAGING MEMBER
+16819,4210,NaN,NaN,BENEFICIARY
+16820,4210,NaN,NaN,PRESIDENT
+16821,4210,BRIDGET,WILMOT,OTHER
+16822,4210,PETER,O'BRIEN,SECRETARY
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+16825,421080,ROBERTO,VILLEDA,PRESIDENT
+16826,421163,CHUL,HAN,SECRETARY
+16827,421163,Chul,Han,SHAREHOLDER
+16828,421163,Chul,Han,PRESIDENT
+16829,421173,CRESCENDA,BRAMLETT,INDIVIDUAL
+16830,421182,ZOILA,RAMIREZ,PRESIDENT
+16831,421182,ZOILA,RAMIREZ,PRINCIPAL OFFICER
+16832,421182,ZOILA,RAMIREZ,SECRETARY
+16833,421311,AHMAD,RAMAHI,PRESIDENT
+16834,421349,MARGO,MEDENICA,INDIVIDUAL
+16835,42143,RUZA,PERKOVIC,PRESIDENT
+16836,42143,RUZA,PERKOVIC,SECRETARY
+16837,421443,JENNIFER,DE CARLO,MANAGING MEMBER
+16838,421450,LI,ZHAO,PRESIDENT
+16839,421491,ANTAE,MANIERRE,MANAGER
+16840,421526,LAURA,JORDAN,INDIVIDUAL
+16841,42155,NICOLAS,GUERRERO,OTHER
+16842,421557,REBECA,ROMO,MANAGER
+16843,42163,CYNTHIA,KAPLANIS,SECRETARY
+16844,42163,CYNTHIA,CHAMBERLAIN,VICE PRESIDENT
+16845,42163,CYNTHIA,KAPLANIS,PRESIDENT
+16846,421656,DEANDREA,MOORE,SECRETARY
+16847,421663,VELE,DABESKI,SOLE PROPRIETOR
+16848,421710,LORI,GENYK,INDIVIDUAL
+16849,421785,KEVIN,BETHYO,VICE PRESIDENT
+16850,421785,George,Archos,PRINCIPAL OFFICER
+16851,421785,Kevin,Bethyo,SECRETARY
+16852,421785,GEORGE,ARCHOS,PRESIDENT
+16853,421789,WALTER,URGILES,SECRETARY
+16854,421789,NIXON,URGILES,PRESIDENT
+16855,42181,SLOBODAN,JOVANOVIC,PRESIDENT
+16856,42181,SLOBODAN,JOVANOVIC,SECRETARY
+16857,421819,ALBERT,CRAWFORD,MEMBER
+16858,421819,JACOB,CORLYON,MANAGING MEMBER
+16859,421867,Richard,Willis,PRINCIPAL OFFICER
+16860,42190,THOM,GREENE,PRESIDENT
+16861,42190,RICK,PROPPE,SECRETARY
+16862,421929,SCOTT,MCKENNA,PRESIDENT
+16863,421929,MARGARET,O'NEAL,SECRETARY
+16864,421935,BRYANT,KIM,SOLE PROPRIETOR
+16865,421958,PHOENIX,HO,SOLE PROPRIETOR
+16866,421975,MIRANDA,YOUNG,OTHER
+16867,422016,ERIC,GONZALEZ,PARTNER
+16868,422016,SERGIO,MORENO,PARTNER
+16869,422024,DAVID,PERRY,PRESIDENT
+16870,422130,NaN,NaN,SHAREHOLDER
+16871,422130,STEVE,HEELEY,PRESIDENT
+16872,422130,RANDALL,NIEMEYER,SECRETARY
+16873,422130,T.K.,PILLAN,SHAREHOLDER
+16874,42214,ANGELICA,GUZMAN,OTHER
+16875,42214,SABAS,GUZMAN,OTHER
+16876,422155,MATTHIAS,MACK,VICE PRESIDENT
+16877,422155,KONSTANTIN,BRANDSTETTER,VICE PRESIDENT
+16878,422210,SANTIAGO,DELGADO SANCHEZ,SOLE PROPRIETOR
+16879,42222,JAMES,MCGHEE,OTHER
+16880,422223,Ken,Steinman,MANAGER
+16881,422239,Mike,Harrington,PRESIDENT
+16882,422239,Mitchell,Cohen,SECRETARY
+16883,422239,Mike,Harrington,PRINCIPAL OFFICER
+16884,422259,Elva,Rubio,PRINCIPAL OFFICER
+16885,422259,Elva,Rubio,SECRETARY
+16886,422259,Elva,Rubio,PRESIDENT
+16887,422275,DALILA,LOPEZ,MANAGER
+16888,422290,RUTH,SANCHEZ,PRESIDENT
+16889,422349,DEBORAH,VANACORA,SOLE PROPRIETOR
+16890,42235,ESSAM,WAHSHEH,SOLE PROPRIETOR
+16891,422410,MARIA DE L SOCORRO,MIRANDA PARTIDA,PRESIDENT
+16892,422478,STEVEN,FULGHUM,MEMBER
+16893,422478,JEFFERY,SCHMITT,MEMBER
+16894,422478,MARISSA,SCHMITT,MANAGER
+16895,422520,BRIAN,PICKETT,MANAGER
+16896,422593,SEAN,SULLIVAN,PRESIDENT
+16897,422593,KRISTIN,ASHURST,SECRETARY
+16898,422646,HUIQIN,CHEN,SOLE PROPRIETOR
+16899,422660,Brady,Stroot,SOLE PROPRIETOR
+16900,422690,ANGEL,CAMACHO,SOLE PROPRIETOR
+16901,4227,SHASHIKANT,PATEL,OTHER
+16902,4227,SHASHIKANT,PATEL,PRESIDENT
+16903,4227,BHASKER,PATEL,SECRETARY
+16904,422764,Ofelia,Patino,PRESIDENT
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+16906,422831,MARCIN,GAWRON,PRESIDENT
+16907,422843,GARY,STRAUSS,MEMBER
+16908,422854,ELIZABETH,MCCARTHY,MANAGING MEMBER
+16909,422942,Emily,Zuker,SOLE PROPRIETOR
+16910,42297,WASEEM,JAFAR,PRESIDENT
+16911,42297,WASEEM,JAFAR,SECRETARY
+16912,42303,DAVID,VELDE,SOLE PROPRIETOR
+16913,423066,JIGNESH,PATEL,PRESIDENT
+16914,423075,ALMA,QUINTERO,PRESIDENT
+16915,423075,ALMA,QUINTERO,SECRETARY
+16916,423100,Erica,Nsoedo,MANAGING MEMBER
+16917,423186,Charlotte,Droll,MANAGING MEMBER
+16918,423186,David,Abu Sharkh,PRESIDENT
+16919,42328,EDWARD,BOLS SR,OTHER
+16920,42331,BEAU,BARRY,OTHER
+16921,423333,CHRISTINE,SCHYVINCK,PRESIDENT
+16922,423385,ROBIN,NASATIR,MANAGING MEMBER
+16923,423460,FADI,RAFTI,PRESIDENT
+16924,423590,Fergal,O'Sullivan,PRESIDENT
+16925,42369,DAPHINE,MOORE,SECRETARY
+16926,42369,DAPHINE,MOORE,PRESIDENT
+16927,423725,ARIELLE,LEE,PRESIDENT
+16928,423734,DENISSE,CRUZ-VEGA,PRESIDENT
+16929,423806,ILDEFONSO,ESCAMILLA,SOLE PROPRIETOR
+16930,42383,NANCY,SHAM,PRESIDENT
+16931,42388,MIGUEL,NIUNEZ,OTHER
+16932,423892,JIAN JUN,ZHOU,MEMBER
+16933,423892,DEMING,LIU,MEMBER
+16934,423892,ZENG GUANG,MAI,MEMBER
+16935,423892,SHAOKANG,LUO,MEMBER
+16936,423892,MAN QUAN,WU,MEMBER
+16937,423892,CHAK KAM,WOO,PRESIDENT
+16938,423967,Michael,Williams,MEMBER
+16939,424046,PHI,TRAN,PRESIDENT
+16940,424049,ABDUL,SALAM KYAWMYINT,MANAGER
+16941,424061,JULIUS,PENN,PRESIDENT
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+16943,424107,STEPHANIE,XU,MEMBER
+16944,424162,NaN,NaN,MANAGER
+16945,424171,Justin,Cherry,MANAGING MEMBER
+16946,42427,DEBBIE,PITTMAN,SOLE PROPRIETOR
+16947,42428,IVAN,GARCIA,SOLE PROPRIETOR
+16948,424284,Noelia,Cabral,SHAREHOLDER
+16949,424284,Daniel,Rodas Flores,SECRETARY
+16950,424284,Noelia,Cabral,PRESIDENT
+16951,424312,AMY,WALDON,MANAGING MEMBER
+16952,424315,RONG,HUANG,PRESIDENT
+16953,424315,RONG,HUANG,SECRETARY
+16954,424337,DANIEL,EHLE,MEMBER
+16955,424337,GUY,HOLLIS,MANAGING MEMBER
+16956,42437,BENJAMINN,JOHNSON,VICE PRESIDENT
+16957,42437,ALICE,JOHNSON,PRESIDENT
+16958,42437,RICHARD,JOHNSON,SECRETARY
+16959,424430,AJAZ,KHAN,PRESIDENT
+16960,424539,Carmen,Solano-De Carrier,MEMBER
+16961,424539,NaN,NaN,MANAGING MEMBER
+16962,424598,Blair,Brettschneider,PRESIDENT
+16963,424598,Katie,Woods,SECRETARY
+16964,424657,MIRZA,SOHAIL,SOLE PROPRIETOR
+16965,424699,JESUS,ALARCON,PRESIDENT
+16966,424753,AAMIR,DAWOOD,SOLE PROPRIETOR
+16967,42481,MICHAEL,COOK,PRESIDENT
+16968,42481,K.,SULLIVAN,SECRETARY
+16969,4249,ROBERT,RAZOWSKY,PRESIDENT
+16970,4249,NORMAN,RAZOWSKY,SECRETARY
+16971,424969,JOSE,REYNOSO,PRESIDENT
+16972,42505,ZBIGNIEW,NOGAL,SECRETARY
+16973,42505,ZBIGNIEW,NOGAL,PRESIDENT
+16974,425062,DAMIAN,SANCHEZ MACEDO,SOLE PROPRIETOR
+16975,4251,NaN,NaN,OTHER
+16976,4251,MARY,STRAUSS,OTHER
+16977,4251,JANA,SCHARNHORST,VICE PRESIDENT
+16978,4251,JEFF,ANTRAINER,SECRETARY
+16979,4251,JEFF,ANTRAINER,PRESIDENT
+16980,4251,NaN,NaN,SHAREHOLDER
+16981,42515,ALEX,SOTO,SOLE PROPRIETOR
+16982,425175,JOSE PABLO,RODRIGUEZ SANCHEZ,SECRETARY
+16983,425175,JOSE PABLO,RODRIGUEZ SANCHEZ,PRESIDENT
+16984,42520,PREM,PCOHLY,SECRETARY
+16985,42520,prem,PCOHLY,PRESIDENT
+16986,425329,MARIBETH,SMART,INDIVIDUAL
+16987,425392,IBTISAM,SALAH,SECRETARY
+16988,425397,SHEHADAH,DAHBOUR,SECRETARY
+16989,425438,CAROLYN,LAWSON,PRESIDENT
+16990,42546,ELLEN,NELSON,PRESIDENT
+16991,42546,BRYAN,STEIN,SECRETARY
+16992,425483,JUANNING,CHEN,MANAGING MEMBER
+16993,42565,MARIA,KOLDA,OTHER
+16994,425715,CHANDRA,MATURI,PRESIDENT
+16995,42575,ANTHONY,PANA,PRESIDENT
+16996,42575,ANTHONY,PANA,SECRETARY
+16997,425776,KHADER,ZAHDAN,PRESIDENT
+16998,42579,FREIDOON,ANWAYAH,SECRETARY
+16999,42579,FREIDOON,ANWAYAH,PRESIDENT
+17000,425954,NASER,YAMANI,PRESIDENT
+17001,425966,BRADLEY,FRIESWYK,MEMBER
+17002,42599,WILLIE,WATKINS,PRESIDENT
+17003,42599,WILLIE,WATKINS,SECRETARY
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+17006,426,IVAN,TOMIC,SECRETARY
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+17008,426098,Tanner,Holmes,MEMBER
+17009,426098,Martin,Price,MEMBER
+17010,426124,Kyle,Nowack,MANAGER
+17011,426162,LEO,KREMER,MANAGING MEMBER
+17012,426183,MAREN,JANSEN,INDIVIDUAL
+17013,426320,TYRONE,MASON,PRESIDENT
+17014,426382,GERARDO,DEGALDO,PRESIDENT
+17015,426403,JACOB,QUARTIER,SECRETARY
+17016,426466,Lee,Padgett,MANAGING MEMBER
+17017,426551,ANGELINA,WILLIAMS,MANAGER
+17018,426609,SERAFIN,HERRERA,PRESIDENT
+17019,426676,FELIPE,MARIANO-GARCIA,SOLE PROPRIETOR
+17020,42668,RAHOL,SEKHAR,SECRETARY
+17021,42668,MRIDU,SEKHAR,PRESIDENT
+17022,426768,MARK,STERN,MANAGING MEMBER
+17023,426911,KELLEY,DAVISON,SECRETARY
+17024,426911,KELLEY,DAVISON,PRESIDENT
+17025,42697,STEVE,GANEK,SECRETARY
+17026,42697,MICHAEL,SHULSON,PRESIDENT
+17027,426989,POL,SIKAR,MANAGING MEMBER
+17028,427023,ZHOUJIA,BAO,SHAREHOLDER
+17029,427156,ALEX,SKIOURIS,MANAGER
+17030,42718,ANDREW,THAMES,OTHER
+17031,42719,WESLEY,WILEY,OTHER
+17032,42728,JAMES,WILLIAMS,SOLE PROPRIETOR
+17033,4273,DANIEL,CULLINAN,PRESIDENT
+17034,4273,DANIEL,CULLINAN,SECRETARY
+17035,427307,ROMERO,BENITO,SOLE PROPRIETOR
+17036,42734,KAREN,HOWELL,OTHER
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+17045,427553,OLGA,FLORES,SOLE PROPRIETOR
+17046,427734,LUIS,GONZALEZ,MANAGER
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+17179,432753,XAVIER,ALEXANDER,MANAGER
+17180,432778,BENVENUTO,SIDDU,MANAGER
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+17217,43730,ALFREDO,ALICEA,SOLE PROPRIETOR
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+17235,43888,SHERRY,SPELLERS,SECRETARY
+17236,43888,SHERRY,SPELLERS,PRESIDENT
+17237,43899,MARK,HUTCHINSON,SECRETARY
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+17239,43901,HAE,LEE,SECRETARY
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+17241,43902,LEONID,RAKITIN,SECRETARY
+17242,43933,DIANE,SIGMAN,SECRETARY
+17243,43933,DAVID,SIGMAN,PRESIDENT
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+17245,43953,STEVEN,GOLOVAN,PRESIDENT
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+17247,4398,MICHAEL,MORMANDO,SECRETARY
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+17255,44066,ALMAHDI,HASSAN,SECRETARY
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+17257,44108,VAHID,BASSALA,SECRETARY
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+17283,44404,ANTONINA,PERNICE,PRESIDENT
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+17287,4447,ROBERT,COLLETTI,VICE PRESIDENT
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+17298,44499,MAUREEN,BARRETT,PRESIDENT
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+17300,44520,ANTONIO,BANKS,SECRETARY
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+17302,44535,MEYER,KAPLAN,PRESIDENT
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+17307,44598,CAROL,MELANIPHY,VICE PRESIDENT
+17308,44598,JOHN,MELANIPHY,SECRETARY
+17309,44600,Michi,Pena,VICE PRESIDENT
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+17312,44600,Manju,Sharma,VICE PRESIDENT
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+17324,44682,BERNARD,BASS,PRESIDENT
+17325,44682,DWIGHT,JONES,VICE PRESIDENT
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+17328,44684,KAMAL,KHATEEB,SECRETARY
+17329,44710,ROBERT,HENZEL,PRESIDENT
+17330,44710,ROBERT,HENZEL,SECRETARY
+17331,44727,JOZEF,GIL,PRESIDENT
+17332,44727,WOJCIECH,GIL,SECRETARY
+17333,4474,Karen,Galaba,PRESIDENT
+17334,4474,JOAN,ZEISLER,SECRETARY
+17335,4474,Scott,Galaba,VICE PRESIDENT
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+17339,4476,ROBERT,SKIBA,VICE PRESIDENT
+17340,4476,SABRINA,SIMMONS,TREASURER
+17341,4476,BYRON,POLITT,VICE PRESIDENT
+17342,4476,ANNE,GUST,VICE PRESIDENT
+17343,4476,Michael,Zientek,VICE PRESIDENT
+17344,44820,MARIE ANDREE,BOUTIN,VICE PRESIDENT
+17345,44820,REJEAN,DIONNE,PRESIDENT
+17346,44820,ALBERT DANIEL,BENSADOUN,SHAREHOLDER
+17347,4485,XUAN,LE,SECRETARY
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+17354,449,THOMAS,FOX,VICE PRESIDENT
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+17358,44922,HERB,GOODE,SECRETARY
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+17360,44924,OMOWUNMI,FOLAMI,SECRETARY
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+17371,45044,JOHN,PACELLA,VICE PRESIDENT
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+17374,45057,CONSUELO,GARCIA,INDIVIDUAL
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+17376,45086,FRED,JONES,PRESIDENT
+17377,45086,FRED,JONES,SECRETARY
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+17379,45128,SUSAN,ALSABAH,SECRETARY
+17380,4513,CARLYN,BERGHOFF,PRESIDENT
+17381,4513,CARLYN,BERGHOFF,SECRETARY
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+17383,45142,FREDDY,MONTOYA,PRESIDENT
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+17385,45155,CATHERINE,TINKER,PRESIDENT
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+17390,4524,CARL,TICKMAN,PRESIDENT
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+17400,45304,ROBERT,GRELA,SECRETARY
+17401,45333,MATTHEW,MIKKA,SOLE PROPRIETOR
+17402,4535,RICHARD,JOHNSON,PRESIDENT
+17403,4535,SHEILAGH,CLARKE,SECRETARY
+17404,4535,JOHN,MAURER,TREASURER
+17405,45355,MICHELLE,JOHNSON,SECRETARY
+17406,45355,LAZANE,ONAR,VICE PRESIDENT
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+17409,45370,VERNELL,KIMBROUGH,SECRETARY
+17410,45370,VERNELL,KIMBROUGH,PRESIDENT
+17411,45377,LAURA,NaN,PRESIDENT
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+17413,45382,Rose,Kimmey,SECRETARY
+17414,45382,Karen,Kimmey,PRESIDENT
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+17416,4541,ROBERT,WIRTZ,PRESIDENT
+17417,45414,BRUCE,FORGASH,PRESIDENT
+17418,45414,BRUCE,FORGASH,SECRETARY
+17419,4542,DOUGLAS,LIMBERG,SECRETARY
+17420,4542,WALTER,BLAZEJ,ASST. SECRETARY
+17421,4542,ROBERT,GRECCO,TREASURER
+17422,4542,JAMES,CLAUSS,OTHER
+17423,4542,ZBIGNIEW,BOCHENEK,OTHER
+17424,4542,JAMES,RICHTER,PRESIDENT
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+17426,454474,Clara,Fourcade,SHAREHOLDER
+17427,454586,MIREYA,ARREOLA,PRESIDENT
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+17430,4547,DAVID,RUBIN,PRESIDENT
+17431,4547,DAVID,RUBIN,SECRETARY
+17432,454732,FERNANDO,GUTIERREZ,MANAGING MEMBER
+17433,454732,FERNANDO,LOPEZ,MANAGING MEMBER
+17434,454732,MAYRA,CARRANZA,MANAGING MEMBER
+17435,454732,GUADALUPE,CARRANZA,MANAGING MEMBER
+17436,45477,NORMA,MORATAYA,SOLE PROPRIETOR
+17437,45479,RAUL,CASTILLO,SECRETARY
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+17443,454864,YIMING,LUAN,MANAGING MEMBER
+17444,454864,YANHONG,JIN,MANAGING MEMBER
+17445,454864,HUAN,WANG,MANAGING MEMBER
+17446,454897,HARPAL,SINGH,MANAGING MEMBER
+17447,454897,JACOB,BICKELHAUPT,MANAGING MEMBER
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+17462,45553,RHONDA,JENSEN,SECRETARY
+17463,455611,GUILLERMO,ALVAREZ,MANAGING MEMBER
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+17465,455729,KATHERINE,KOLBE,MANAGING MEMBER
+17466,455979,DERLY,VALADEZ,MANAGING MEMBER
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+17483,45621,GEORGE,NIKOLIC,SECRETARY
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+17496,45642,SHIRLEY,WHITE,PRESIDENT
+17497,456578,ALPHA,PATEL,MANAGING MEMBER
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+17500,456665,OZGUR,ONAL,MANAGING MEMBER
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+17502,456732,KEREN,GARCIA CAMPOS,SECRETARY
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+17509,457242,FASSANDRA,PITTMAN,PRESIDENT
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+17520,45786,GROVER,TYRONE,SOLE PROPRIETOR
+17521,457874,ROBERTO,DIAZ,SECRETARY
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+17523,4579,JAE,PARK,SOLE PROPRIETOR
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+17526,457996,AE SOOK,HONG,PRESIDENT
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+17528,458049,ROSA,GUTIERREZ,SOLE PROPRIETOR
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+17536,458422,NOHEMI,SALGADO TORRES,SOLE PROPRIETOR
+17537,458450,ALAN,SOLOW,MANAGING MEMBER
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+17539,45847,WILLIAM,MCDANIEL,SECRETARY
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+17574,459867,MARIA DEL CARMEN,RENTERIA,PRESIDENT
+17575,459876,OSCAR,ROJAS,INDIVIDUAL
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+17587,460350,DAVID,MORTON,MANAGER
+17588,460350,NaN,NaN,MEMBER
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+17597,460691,CHARMAINE,RICKETTE,MANAGING MEMBER
+17598,460710,FRANK,MORRIS,SOLE PROPRIETOR
+17599,460971,Wayne,Evans,SOLE PROPRIETOR
+17600,460998,Julie,Chen,MEMBER
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+17609,461317,QAIYIM,DREW,PARTNER
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+17624,462287,ARMANDO,DE LEON SEGURA,INDIVIDUAL
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+17632,46251,ARSENIA,DELEON,SOLE PROPRIETOR
+17633,462585,Jeffrey,Engelmann,MANAGING MEMBER
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+17635,4626,TED,GRZYWACZ,PRESIDENT
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+17637,46270,MCKINLEY,WELLS,SECRETARY
+17638,462838,JACEK,BACZEWSKI,PRESIDENT
+17639,462956,ALMA,GONZALEZ,SOLE PROPRIETOR
+17640,46297,DEBRA,FLOWERS,OTHER
+17641,463012,XINGE,YANG,PRESIDENT
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+17646,463038,AUDREY,LANCASTER,INDIVIDUAL
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+17649,4631,NORMAN,RAZOWSKY,SECRETARY
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+17653,463560,ILIR,SALIA,SOLE PROPRIETOR
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+17673,464552,NADIA,NAHMAD,INDIVIDUAL
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+17675,4646,GAGANDEEP,KAUR,SECRETARY
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+17688,46524,NaN,NaN,SHAREHOLDER
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+17697,465808,PATRICIA,VAINISI,SECRETARY
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+17722,4672,PRATOOM,RUENGPINYOPHUN,SECRETARY
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+17725,46769,D,LOWDON,SECRETARY
+17726,46769,D,LOWDON,PRESIDENT
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+17743,4702,MOHAMED,YAFAI,PRESIDENT
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+17747,4710,NABIL,FAKHOURY,PRESIDENT
+17748,47111,GEORGE,MARINOS,SHAREHOLDER
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+17750,47118,MAREK,SZACILOWSKI,SECRETARY
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+17752,4714,SEAN,STEELS,SECRETARY
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+17760,47233,SHERIF,ELSHALAKANY,SECRETARY
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+17762,4725,KATHLEEN,STANTON,SECRETARY
+17763,47297,ATSUSHI,FUJII,SECRETARY
+17764,47297,JOANNE,GUCWA,PRESIDENT
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+17766,4731,YOUSHIA,KHAMO,SECRETARY
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+17768,47327,DAWN,SKVARIL,PRESIDENT
+17769,47341,SCOTT,DIX,PRESIDENT
+17770,47354,WOJCIECH,PROSZEK,PARTNER
+17771,47365,DEE ADRA,SIMMIONS,OTHER
+17772,47415,PAUL,REDMOND,PRESIDENT
+17773,47445,MOHAMED,AHMED,TREASURER
+17774,47445,ALI,SALEH,SECRETARY
+17775,47445,SALEH,MOHAMED,PRESIDENT
+17776,4747,JOHN,SHELTON,SECRETARY
+17777,4747,R,CHAFFIN,PRESIDENT
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+17779,47481,ANTHONY,MAURER,MEMBER
+17780,47481,JOHN,KALANIK,MEMBER
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+17782,47501,GABRIELE,D'AGOSTINO,TREASURER
+17783,47501,KATIE,UYO,SECRETARY
+17784,47501,DR. LUIGI,MARAMOTTI,PRESIDENT
+17785,47568,SAFAK,DONMEZ,SECRETARY
+17786,47568,SELCUK,DONMEZ,PRESIDENT
+17787,47581,MICHELE,CITRANO,PRESIDENT
+17788,47583,ANTHONY,JONES,OTHER
+17789,47624,LINDA,ORELLANA,SECRETARY
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+17793,47631,TIMOTHY,RAND,MEMBER
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+17795,47635,JEFFREY,HALCOMB,PRESIDENT
+17796,47657,GEORGE,DANTAZELOS,SECRETARY
+17797,47725,PAT,COLLIER,PRESIDENT
+17798,47725,ETHEL,COLLIER,SECRETARY
+17799,47752,SAMUEL,ALVAREZ-SANTILLAN,SOLE PROPRIETOR
+17800,47753,DAVID,KAMPER,PRESIDENT
+17801,47779,ANTON,BRISKOVIC,SECRETARY
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+17803,47782,PETER,VALE,PRESIDENT
+17804,47782,PETER,VALE,SECRETARY
+17805,47783,ANTOANETA,SIMEONOVA,SECRETARY
+17806,47783,ANTOANETA,SIMEONAVA,PRESIDENT
+17807,47789,ROBERT,LA MORTE,PRESIDENT
+17808,47789,ROBERT,LA MORTE,TREASURER
+17809,47789,PATRICK,FULLER,SECRETARY
+17810,47791,KATHLEEN,DENNELY,SOLE PROPRIETOR
+17811,47800,WILLIAM,RAY,OTHER
+17812,47805,PETER,MILLER,SECRETARY
+17813,47805,PETER,MILLER,PRESIDENT
+17814,47822,JAMES,STAGEN,PRESIDENT
+17815,47822,JAMES,STAGEN,SECRETARY
+17816,4784,JOSEF,LOEW,VICE PRESIDENT
+17817,4784,WISTY,MALONE,VICE PRESIDENT
+17818,4784,PATRICIA,VILLARS,ASST. SECRETARY
+17819,4784,BRIAN,HUNT,SECRETARY
+17820,4784,GARY,ELMER,VICE PRESIDENT
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+17823,4784,GLEN,BAKER,VICE PRESIDENT
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+17825,4784,SUBODH,KARNIK,VICE PRESIDENT
+17826,4784,RICHARD,MEYER,VICE PRESIDENT
+17827,4784,SEAN,FRICK,VICE PRESIDENT
+17828,4784,JOHN,KELLY,VICE PRESIDENT
+17829,4784,NaN,NaN,OTHER
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+18498,53615,BOULOS,ESTAFANOUS,SECRETARY
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+18549,54008,MARODRET,WEST,SOLE PROPRIETOR
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+18604,54390,DARRYL,RODGERS,SOLE PROPRIETOR
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+18619,5450,ELZBIETA,KLIMEK,SECRETARY
+18620,5450,KRZYSZTOF,KLIMEK,SHAREHOLDER
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+18623,54507,GREGORY,REICHLE,PRESIDENT
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+18629,5452,Dejan,Petronijevic,VICE PRESIDENT
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+18632,54546,NaN,NaN,SHAREHOLDER
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+18643,54585,HEE,LEE,SOLE PROPRIETOR
+18644,5463,SALEH,KARTOUM,SOLE PROPRIETOR
+18645,54631,RUI,WANG,SECRETARY
+18646,54631,ZU,WANG,PRESIDENT
+18647,54637,DERICK,WINSTON,SOLE PROPRIETOR
+18648,54652,TIBURCIO,BURGOS,OTHER
+18649,54653,JOYCE,JESK,SECRETARY
+18650,5466,MICHELLE,FEUER,PRESIDENT
+18651,5466,MICHELLE,FEUER,SECRETARY
+18652,54662,JERRY,COOPER,SOLE PROPRIETOR
+18653,54696,JACEK,ZAWORSKI,SECRETARY
+18654,54696,PAWEL,PUSTELNIK,PRESIDENT
+18655,54704,DR. M.,USMAN,OTHER
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+18657,54731,ROSA,GORDILLO,OTHER
+18658,54738,VINCENT,SIMKO,SECRETARY
+18659,54764,LAILA,SHUNNARAH,SECRETARY
+18660,54764,SAMER,SHUNNARAH,VICE PRESIDENT
+18661,54764,LAILA,SHUNNARAH,PRESIDENT
+18662,54797,J.P.,SCHAMBERGER,PRESIDENT
+18663,54797,Ryan,Smith,VICE PRESIDENT
+18664,54797,Brad,Batten,VICE PRESIDENT
+18665,54797,Phillip,McAdams,PRESIDENT
+18666,54807,HELEN,KAYALOGLOU,PRESIDENT
+18667,54807,GREGORY,LERENO,SECRETARY
+18668,54823,LEONTE,HOFMAN,SECRETARY
+18669,54823,LEONTE,HOFMAN,PRESIDENT
+18670,54835,WADE,MAYBERRY,PRESIDENT
+18671,54835,IRENE,RITZ,DIRECTOR
+18672,54835,CHUCK,WOLF,OTHER
+18673,54835,WADE,MAYBERRY,SECRETARY
+18674,54835,CURTIS,SCHEEL,OTHER
+18675,54835,EDWARD,RITZ,DIRECTOR
+18676,54835,STEVE,LAMASTRA,VICE PRESIDENT
+18677,54835,DAVID,RITZ,DIRECTOR
+18678,54869,GAUDENCIO,NERI,SOLE PROPRIETOR
+18679,54892,DAVID,DANKU,SOLE PROPRIETOR
+18680,54895,ROGER,WALL,PRESIDENT
+18681,54895,BARRY,MCCABE,VICE PRESIDENT
+18682,54895,SUSANNE,FRANCIS,VICE PRESIDENT
+18683,54895,MICHAEL,POLLNER,SECRETARY
+18684,54896,SEUNG,KIM,SOLE PROPRIETOR
+18685,54910,ANNA,LYNN,SOLE PROPRIETOR
+18686,54929,NETAL,MORGAN,SECRETARY
+18687,54929,WILLIAM,WHITE,PRESIDENT
+18688,54941,Danny,Reed,SECRETARY
+18689,54941,George,Sherman,CEO
+18690,54943,TOM,D'AMATO,OTHER
+18691,54962,MASAYO,KOSHIYAMA,SECRETARY
+18692,54962,MASAYO,KOSHIYAMA,PRESIDENT
+18693,54962,ROBERT,JOLLY,OTHER
+18694,54975,GEORGE,KORDARIS,OTHER
+18695,54982,NORMAN,EAKER,VICE PRESIDENT
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+18698,54982,NaN,NaN,MEMBER
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+18701,54996,LILLIAN,TANDBERG,OTHER
+18702,55041,DANIEL,LAZAR,SECRETARY
+18703,55041,DANIEL,LAZAR,PRESIDENT
+18704,5505,JOSEPH,MORGAN,PRESIDENT
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+18708,5505,GERARD,SOWAR,SECRETARY
+18709,55069,WILLIAM,DEGEATANO,PARTNER
+18710,55079,JERZY,PLUCINSKI,SOLE PROPRIETOR
+18711,55096,W,TURNER,PRESIDENT
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+18713,55098,KENT,NGUYEN,OTHER
+18714,55112,LULA,ZILANIS,SOLE PROPRIETOR
+18715,55153,RIMA,DAUBENSPECK,SECRETARY
+18716,55153,KEN,DAUBENSPECK,PRESIDENT
+18717,55169,TIMOTHY,DAVIS,SECRETARY
+18718,55169,ROBERT,BURTON,PRESIDENT
+18719,55169,DAVID,GERRASH,VICE PRESIDENT
+18720,55173,SHAMOON,SHAMOON,OTHER
+18721,55196,SUNG,KIM,SOLE PROPRIETOR
+18722,55196,YOUNG,KIM,SPOUSE
+18723,55197,SPENCER,LEAK,PRESIDENT
+18724,55197,SPENCER,LEAK,SECRETARY
+18725,55224,BERNARD,GUTTERMAN,SOLE PROPRIETOR
+18726,55227,GYU,KIM,OTHER
+18727,55248,LISA,SAKAI,PRESIDENT
+18728,55248,LISA,SAKAI,SECRETARY
+18729,55248,NaN,NaN,SHAREHOLDER
+18730,55256,KAISER,SAYED,PARTNER
+18731,55256,MOHAMMED,BALDA,PARTNER
+18732,55273,PETER,MCLAUGHLIN,PRESIDENT
+18733,55273,EILEEN,KRAUSE,SECRETARY
+18734,55275,GINO,CONCIALDI,OTHER
+18735,55288,ZAINAS,EKBAL,SOLE PROPRIETOR
+18736,55324,WAIL,ALLABABIOL,OTHER
+18737,55373,THOMAS,FITZSIMONS,ASST. SECRETARY
+18738,55373,MARIE,COWHEY,PRESIDENT
+18739,55373,MARY,COWHEY,ASST. SECRETARY
+18740,55409,L,DENTON,OTHER
+18741,55416,ELISA,MONDRAGON,OTHER
+18742,55431,RODOLFO,TALLUD,PRESIDENT
+18743,55431,MARLENE,OLAGUERA,SECRETARY
+18744,55443,THOMAS,SAWA,SECRETARY
+18745,55443,THOMAS,SAWA,PRESIDENT
+18746,55444,ALAN,RONCORE,SECRETARY
+18747,55444,ALAN,RONCORE,PRESIDENT
+18748,55447,DIANE,FINEY,SECRETARY
+18749,55447,DONALD,FINNEY,PRESIDENT
+18750,55458,ADAM,SYRIA,SOLE PROPRIETOR
+18751,55464,GINA,COVINGTON,OTHER
+18752,55466,VINCENT,CANINO,OTHER
+18753,55479,BARRY,SHACK,SECRETARY
+18754,55479,BARRY,SHACK,PRESIDENT
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+18756,55481,BETTY,HILL,SECRETARY
+18757,55504,JOSE,MALDONADO,OTHER
+18758,55524,JANUSZ,JANIK,SOLE PROPRIETOR
+18759,55526,JOHN,DURACKA,OTHER
+18760,55530,GAVRILO,MOJSIC,OTHER
+18761,55531,CRAIG,SCHOLLA,OTHER
+18762,55543,RUBY,ONEAL,SOLE PROPRIETOR
+18763,55544,JAN,POSTAWA,OTHER
+18764,55549,WAI,AU,OTHER
+18765,55557,WELDON,ZUFELT,SECRETARY
+18766,55557,THOMAS,WHIDDEN,PRESIDENT
+18767,55568,WAJID,ABDUL,OTHER
+18768,55581,JOSE,GARCIA,OTHER
+18769,55597,ADRIANA,HERNANDEZ,INDIVIDUAL
+18770,55617,VALERIE,DECKER,OTHER
+18771,55621,CARA,SCHEMBRI,ASST. SECRETARY
+18772,55621,SHERILYN,McCOY,CEO
+18773,55621,KAREN,LEU,SECRETARY
+18774,55622,MICHAEL,DEL VALLE,SOLE PROPRIETOR
+18775,55623,ENGRACIA,ZAVALZA,SOLE PROPRIETOR
+18776,55634,GEORGE,ESKRIDGE,OTHER
+18777,55635,NANCY,THOMAS,OTHER
+18778,55679,ANDY,RADZIWONSKI,PRESIDENT
+18779,55679,ANDY,RADZIWONSKI,SECRETARY
+18780,55684,TIMOTHY,RAGER,SECRETARY
+18781,55684,AUSTIN,ANDERSON,PRESIDENT
+18782,55705,CARLOS,VARGAS,PRESIDENT
+18783,55705,ANA,VARGAS,SECRETARY
+18784,55715,JOSEPHINE,WEBSTER,OTHER
+18785,55716,NICOLE,ATTIA,SECRETARY
+18786,55716,ROGER,ATTICA,PRESIDENT
+18787,55725,JAIME,ROMERO,SOLE PROPRIETOR
+18788,55733,CHRISTOPHER,PILACONIS,VICE PRESIDENT
+18789,55733,DEAN,PLIANCONIS,PRESIDENT
+18790,55733,ARTHUR,PLIACONIS,SECRETARY
+18791,55733,PARIS,PILACONIS,TREASURER
+18792,55783,JOSEPH,RODARTE,SOLE PROPRIETOR
+18793,5579,John,Lanzendorf,PRESIDENT
+18794,55810,TOMMIE,COSBY,OTHER
+18795,55823,PETER,DAVIS,PRESIDENT
+18796,55823,PETER,DAVIS,SECRETARY
+18797,55824,HANH,DAO,OTHER
+18798,55842,JAMES,SAKO,PRESIDENT
+18799,55842,JOHN,DUNLEVY,SECRETARY
+18800,55848,DANG,NHUY,OTHER
+18801,55877,WILLIAM,MILLER,SECRETARY
+18802,55877,WILLIAM,MILLER,VICE PRESIDENT
+18803,55877,KEITH,MILLER,TREASURER
+18804,55877,KEITH,MILLER,PRESIDENT
+18805,55886,YOLANDA,PRADO QUIROZ,SOLE PROPRIETOR
+18806,55894,ANN,MARTIN,PRESIDENT
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+18808,55901,COSETTE,NAZON,PRESIDENT
+18809,55904,GLORIA,LEE,SECRETARY
+18810,55904,GLORIA,LEE,PRESIDENT
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+18812,55960,GERARD,HARTMAN,SOLE PROPRIETOR
+18813,55990,WILLIAM,ROBERTS,VICE PRESIDENT
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+18819,56023,ALEX,CORL,TREASURER
+18820,56023,MARIETTA,LEE,SECRETARY
+18821,5603,SUSAN,KANE,SECRETARY
+18822,5603,MARK,KANE,PRESIDENT
+18823,56056,MAN,PARK,SOLE PROPRIETOR
+18824,56062,Conrado,Villodas,OTHER
+18825,56065,ST CLAIR,HAYWOOD,PRESIDENT
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+18828,56083,THOMSON,CHONG,OTHER
+18829,56084,MARGARET,KURZAC,SOLE PROPRIETOR
+18830,56097,LILIAN,ORTEGA,SECRETARY
+18831,56097,LUIS,ORTEGA,PRESIDENT
+18832,56099,YONG,CHO,SOLE PROPRIETOR
+18833,56128,DESAHO,BASSIA,SOLE PROPRIETOR
+18834,56134,ELODIA,OCAMPO,SOLE PROPRIETOR
+18835,56140,JEFFREY,MCDUFFEE,SECRETARY
+18836,56140,JEFFREY,MCDUFFEE,PRESIDENT
+18837,5615,KAREN,WEIS,PRESIDENT
+18838,5615,KAREN,WEIS,SECRETARY
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+18841,56150,MARIAN,SULLIVAN,CEO
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+18843,56209,HEE,KIM,OTHER
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+18847,56272,ROBERT,MILLARD,SECRETARY
+18848,56272,JOHN,LACY,PRESIDENT
+18849,56273,LINDA,VAN NEVEL,SOLE PROPRIETOR
+18850,56302,Brad,Fountain,VICE PRESIDENT
+18851,56302,GREGG,MASENTHIN,PRESIDENT
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+18854,56332,BEN,BROWN,SOLE PROPRIETOR
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+18859,56400,JEONG,KIM,OTHER
+18860,56402,NORMA,CASTILLO,SOLE PROPRIETOR
+18861,56404,ROBERT,PIERCE,SECRETARY
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+18865,56413,WENDELL,KNOX,PRESIDENT
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+18868,56422,CHONG,CHOE,OTHER
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+18874,56550,GUILLERMO,REYNOLDS,OTHER
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+18877,56578,JANIS,JACKSON,SECRETARY
+18878,56581,OLGA,HELAS,OTHER
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+18882,56612,THEODORE,KIRCHBERG,SECRETARY
+18883,56625,VICTORIA,SMITH,SOLE PROPRIETOR
+18884,56663,SARFRAZ,SATTI,SOLE PROPRIETOR
+18885,56673,SAMAR,JASSAR,OTHER
+18886,56719,BETTY,MALONE,SOLE PROPRIETOR
+18887,56747,ANDREW,GERSTEN,SECRETARY
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+18892,56782,KATHRYN,KOLANDA,SECRETARY
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+18897,56842,cRAIG,WOODS,CEO
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+18905,56891,JUDY,JAN,SECRETARY
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+18907,56893,VENETTA,CARTER,SOLE PROPRIETOR
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+18912,57,ELEANOR,CORSO,SOLE PROPRIETOR
+18913,57052,NENG,HO,PRESIDENT
+18914,57052,NENG,HO,SECRETARY
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+18916,57109,David,Francis,SECRETARY
+18917,57109,DAVID,WALKER,TREASURER
+18918,57109,RICHARD,MONTONI,PRESIDENT
+18919,57142,SHARI,WARSHAWSKI,PRESIDENT
+18920,57142,BARBARA,WARSHAWSKI,SECRETARY
+18921,57143,JOE,LAGIOIA,SECRETARY
+18922,57143,ANNA,FAVUZZI,PRESIDENT
+18923,57151,ANTONIA,HERNANDEZ,PRESIDENT
+18924,57151,GEORGE,UGARTE,SECRETARY
+18925,57160,JULIO,SANTIAGO,SOLE PROPRIETOR
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+18930,57209,LUIS,ZAMBRANO,OTHER
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+18934,5722,ANTONIO,CALDERON,PRESIDENT
+18935,5722,CAROLINE,CALDERON,SECRETARY
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+18937,57226,MICHELLE,FREIHAGE,PRESIDENT
+18938,57236,RONALD,LINTON,SOLE PROPRIETOR
+18939,57243,YOUNG,YOON,SOLE PROPRIETOR
+18940,57250,JEFFREY,BOWMAN,TREASURER
+18941,57250,PAT,ZITO,PRESIDENT
+18942,57250,ALAN,GRAHAM,SECRETARY
+18943,57257,ALI,BROWN,SOLE PROPRIETOR
+18944,57283,JAMES,FORESE,OTHER
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+18947,57346,ALFONSO,MARTINEZ,PRESIDENT
+18948,57346,ALFONSO,MARTINEZ,SECRETARY
+18949,57367,MARIA,MORENO,SOLE PROPRIETOR
+18950,57413,PAUL,HART,SOLE PROPRIETOR
+18951,57417,KRYSTINA,STORHOHANN,OTHER
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+18955,57426,HAMID,BAIG,SECRETARY
+18956,57456,PHILLIP,BERMUDEZ,OTHER
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+18958,57575,WANDA,MCDONALD,SECRETARY
+18959,57575,PETER,KRIVKOVICH,PRESIDENT
+18960,57592,HAE,KIM,SPOUSE
+18961,57592,NAMIL,KIM,SOLE PROPRIETOR
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+18967,57678,ADJOH,KUNAKEY,OTHER
+18968,57692,LEENA,RICHARD,SOLE PROPRIETOR
+18969,57697,THOMAS,JOB,SECRETARY
+18970,57721,NICOLAOS,KARPOUZLIS,OTHER
+18971,57753,NaN,NaN,PARTNER
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+18974,57770,KENNETH,GRADY,SECRETARY
+18975,57770,JOEL,WIEST,ASST. SECRETARY
+18976,57770,CHARLES,STENGL,TREASURER
+18977,57770,SCOTT,HOCHFELDER,ASST. SECRETARY
+18978,57770,MICHAEL,GLAZER,PRESIDENT
+18979,57770,WM,PRESCOTT,ASST. SECRETARY
+18980,57770,ROBERT,FELDMAN,VICE PRESIDENT
+18981,57799,CAROL,QUEEN,ASST. SECRETARY
+18982,57799,ANGELO,MOZILO,PRESIDENT
+18983,57799,PAMELA,MURPHY,VICE PRESIDENT
+18984,57800,SOO,LEE,SOLE PROPRIETOR
+18985,57818,MAXINE,NELSON,SOLE PROPRIETOR
+18986,57831,DONNA,THOMPSON,PRESIDENT
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+18989,57831,TERRY,BROWN,TREASURER
+18990,57831,BENA,SULLIVAN,PRINCIPAL OFFICER
+18991,57831,DENISE,KITCHEN,PRINCIPAL OFFICER
+18992,57846,LEIF,SELKREGG,CEO
+18993,57846,NaN,NaN,SHAREHOLDER
+18994,57852,QING,LI,OTHER
+18995,57883,NINA,YEFIMOV,SECRETARY
+18996,57883,NINA,YEFIMOV,PRESIDENT
+18997,57883,DMITRIY,YEFIMOV,OTHER
+18998,57894,JULIA,MUGNAINI,OTHER
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+19000,57927,EDWARD,KRELL,OTHER
+19001,57927,DAN,MATTHIAS,SECRETARY
+19002,57930,JEANNIE,FREY,SECRETARY
+19003,57930,TOM,CAPOBIANCO,TREASURER
+19004,57930,JOSEPH,TOOMEY,PRESIDENT
+19005,57931,JOSEPH,GOYTIA,SOLE PROPRIETOR
+19006,57945,ROBERT,LAM,PRESIDENT
+19007,57945,SALLY,LAM,SECRETARY
+19008,57970,KWAI,WONG,SOLE PROPRIETOR
+19009,58,CYNTHIA,SICILIANO,SHAREHOLDER
+19010,58,TIM,PORTOKALIS,SECRETARY
+19011,58,TIM,PORTOKALIS,PRESIDENT
+19012,58052,JEANNINE,BAKER,OTHER
+19013,58068,JUDITH,FOX,SOLE PROPRIETOR
+19014,58099,MARINA,KOBIASHVILI,SECRETARY
+19015,58099,MANUEL,RIVERA,PRESIDENT
+19016,58102,ILYA,TALMAN,OTHER
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+19018,58176,LAWRENCE,CLARK,TREASURER
+19019,58190,HANNA,SIELSKI,MEMBER
+19020,58190,DARIUSZ,SIELSKI,MEMBER
+19021,58225,BELEN,ORTEGA,OTHER
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+19023,58266,LARRY,ROBERTS,SOLE PROPRIETOR
+19024,58289,JEANETTE,BENZ,OTHER
+19025,58302,YAZMIN,GONZALEZ,SOLE PROPRIETOR
+19026,58330,HENRY,GRAY,OTHER
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+19029,58364,LE,TRUNG,SOLE PROPRIETOR
+19030,58370,GEORGE,DIMITROPOULOS,SOLE PROPRIETOR
+19031,58391,ROBIN,RICHMAN,OTHER
+19032,58415,Joseph,Wakeling,OTHER
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+19034,58415,David,Murray,VICE PRESIDENT
+19035,58415,James,Bucci,TREASURER
+19036,58415,Hans,Sack,PRINCIPAL OFFICER
+19037,58443,MURREL,KARSH,MANAGING MEMBER
+19038,58443,ROBERT,BEAUBIEN,MANAGING MEMBER
+19039,5845,MICHAEL,SCHWARTZ,SECRETARY
+19040,58467,JORGE,SANDOVAL,OTHER
+19041,58483,RAFAEL,MORALES,PARTNER
+19042,58483,LUZ,MORALES,PARTNER
+19043,58504,HOWARD,GALLER,SECRETARY
+19044,58504,ANTON,ROCHE,PRESIDENT
+19045,58507,BEATA,BEDNARZ,PRESIDENT
+19046,58507,EDWARD,BEDNARZ,SECRETARY
+19047,58508,MARTY,OZINGA IV,VICE PRESIDENT
+19048,58508,ROSS,VAN HILL,TREASURER
+19049,58508,BARRY,VOORN,SECRETARY
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+19448,62954,OMAR,LATEEF,CEO
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diff --git a/data/cal.csv b/data/cal.csv
new file mode 100644
index 0000000..b31c30a
--- /dev/null
+++ b/data/cal.csv
@@ -0,0 +1,366 @@
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+2019,9,22,Sunday/Holiday
+2019,9,23,Weekday
+2019,9,24,Weekday
+2019,9,25,Weekday
+2019,9,26,Weekday
+2019,9,27,Weekday
+2019,9,28,Saturday
+2019,9,29,Sunday/Holiday
+2019,9,30,Weekday
+2019,10,1,Weekday
+2019,10,2,Weekday
+2019,10,3,Weekday
+2019,10,4,Weekday
+2019,10,5,Saturday
+2019,10,6,Sunday/Holiday
+2019,10,7,Weekday
+2019,10,8,Weekday
+2019,10,9,Weekday
+2019,10,10,Weekday
+2019,10,11,Weekday
+2019,10,12,Saturday
+2019,10,13,Sunday/Holiday
+2019,10,14,Weekday
+2019,10,15,Weekday
+2019,10,16,Weekday
+2019,10,17,Weekday
+2019,10,18,Weekday
+2019,10,19,Saturday
+2019,10,20,Sunday/Holiday
+2019,10,21,Weekday
+2019,10,22,Weekday
+2019,10,23,Weekday
+2019,10,24,Weekday
+2019,10,25,Weekday
+2019,10,26,Saturday
+2019,10,27,Sunday/Holiday
+2019,10,28,Weekday
+2019,10,29,Weekday
+2019,10,30,Weekday
+2019,10,31,Weekday
+2019,11,1,Weekday
+2019,11,2,Saturday
+2019,11,3,Sunday/Holiday
+2019,11,4,Weekday
+2019,11,5,Weekday
+2019,11,6,Weekday
+2019,11,7,Weekday
+2019,11,8,Weekday
+2019,11,9,Saturday
+2019,11,10,Sunday/Holiday
+2019,11,11,Weekday
+2019,11,12,Weekday
+2019,11,13,Weekday
+2019,11,14,Weekday
+2019,11,15,Weekday
+2019,11,16,Saturday
+2019,11,17,Sunday/Holiday
+2019,11,18,Weekday
+2019,11,19,Weekday
+2019,11,20,Weekday
+2019,11,21,Weekday
+2019,11,22,Weekday
+2019,11,23,Saturday
+2019,11,24,Sunday/Holiday
+2019,11,25,Weekday
+2019,11,26,Weekday
+2019,11,27,Weekday
+2019,11,28,Sunday/Holiday
+2019,11,29,Weekday
+2019,11,30,Saturday
+2019,12,1,Sunday/Holiday
+2019,12,2,Weekday
+2019,12,3,Weekday
+2019,12,4,Weekday
+2019,12,5,Weekday
+2019,12,6,Weekday
+2019,12,7,Saturday
+2019,12,8,Sunday/Holiday
+2019,12,9,Weekday
+2019,12,10,Weekday
+2019,12,11,Weekday
+2019,12,12,Weekday
+2019,12,13,Weekday
+2019,12,14,Saturday
+2019,12,15,Sunday/Holiday
+2019,12,16,Weekday
+2019,12,17,Weekday
+2019,12,18,Weekday
+2019,12,19,Weekday
+2019,12,20,Weekday
+2019,12,21,Saturday
+2019,12,22,Sunday/Holiday
+2019,12,23,Weekday
+2019,12,24,Weekday
+2019,12,25,Sunday/Holiday
+2019,12,26,Weekday
+2019,12,27,Weekday
+2019,12,28,Saturday
+2019,12,29,Sunday/Holiday
+2019,12,30,Weekday
+2019,12,31,Weekday
diff --git a/data/cars.csv b/data/cars.csv
new file mode 100644
index 0000000..beebc62
--- /dev/null
+++ b/data/cars.csv
@@ -0,0 +1,8 @@
+Unnamed: 0,cars_per_cap,country,drives_right
+US,809,United States,True
+AUS,731,Australia,False
+JPN,588,Japan,False
+IN,18,India,False
+RU,200,Russia,True
+MOR,70,Morocco,True
+EG,45,Egypt,True
diff --git a/data/census.csv b/data/census.csv
new file mode 100644
index 0000000..9112439
--- /dev/null
+++ b/data/census.csv
@@ -0,0 +1,51 @@
+,ward,pop_2000,pop_2010,change,address,zip
+0,1,52951,56149,6%,2765 WEST SAINT MARY STREET,60647
+1,2,54361,55805,3%,WM WASTE MANAGEMENT 1500,60622
+2,3,40385,53039,31%,17 EAST 38TH STREET,60653
+3,4,51953,54589,5%,31ST ST HARBOR BUILDING LAKEFRONT TRAIL,60653
+4,5,55302,51455,-7%,JACKSON PARK LAGOON SOUTH CORNELL DRIVE,60637
+5,6,54989,52341,-5%,150 WEST 74TH STREET,60636
+6,7,54593,51581,-6%,8549 SOUTH OGLESBY AVENUE,60617
+7,8,54039,51687,-4%,1346-1352 EAST 75TH STREET,60649
+8,9,52008,51519,-1%,11039-11059 SOUTH WENTWORTH AVENUE,60628
+9,10,56613,51535,-9%,10534 SOUTH AVENUE F,46394
+10,11,64228,51497,-20%,943-947 WEST 14TH PLACE,60607
+11,12,68922,52235,-24%,CP 46 STEVENSON EXPRESSWAY,60632
+12,13,64382,53722,-17%,SOUTH RAMP SOUTH LARAMIE AVENUE,60638
+13,14,80143,54031,-33%,4540 WEST 51ST STREET,60632
+14,15,56057,51501,-8%,CHICAGO FIRE DEPARTMENT ENGINE COMPANY 123 2215,60632
+15,16,50205,51954,3%,6036 SOUTH WOOD STREET,60636
+16,17,49264,51846,5%,7216 SOUTH WINCHESTER AVENUE,60636
+17,18,55043,52992,-4%,3286 WEST COLUMBUS AVENUE,60652
+18,19,54546,51525,-6%,9999 SOUTH FRANCISCO AVENUE,60805
+19,20,51854,52372,1%,DAN RYAN EXPRESSWAY PARK MANOR,60621
+20,21,51751,51632,0%,8852-8854 SOUTH EMERALD AVENUE,60620
+21,22,59734,53515,-10%,4233 WEST 36TH STREET,60632
+22,23,63691,53728,-16%,CHICAGO MIDWAY INTERNATIONAL AIRPORT WEST 62ND,60629
+23,24,50879,54909,8%,1635 SOUTH CHRISTIANA AVENUE,60623
+24,25,55954,54539,-3%,1632-1746 SOUTH MILLER STREET,60608
+25,26,56841,53516,-6%,LITTLE CUBS FIELD COMFORT STATION 1400,60622
+26,27,61287,52939,-14%,2151-2153 WEST CHICAGO AVENUE,60651
+27,28,49423,55199,12%,RML SPECIALTY HOSPITAL 3435,60624
+28,29,61949,55267,-11%,1241 NORTH RIDGELAND AVENUE,60302
+29,30,72698,55560,-24%,5118 WEST FLETCHER STREET,60641
+30,31,65045,53724,-17%,2854 NORTH KEATING AVENUE,60641
+31,32,57204,55184,-4%,2901 NORTH WASHTENAW AVENUE,60618
+32,33,63695,55598,-13%,4041-4043 NORTH RICHMOND STREET,60625
+33,34,49922,51599,3%,11544-11546 SOUTH PEORIA STREET,60827
+34,35,57588,55281,-4%,3634 WEST BELMONT AVENUE,60618
+35,36,63376,54766,-14%,2918 NORTH RUTHERFORD AVENUE,60634
+36,37,56120,51538,-8%,4738-4748 WEST RICE STREET,60651
+37,38,66011,56001,-15%,7307-7331 WEST IRVING PARK ROAD,60706
+38,39,64291,55882,-13%,QUEEN OF ALL SAINTS BASILICA 6280,60646
+39,40,58652,55319,-6%,5536 NORTH ARTESIAN AVENUE,60645
+40,41,56127,55991,0%,1652 SOUTH CLIFTON AVENUE,60068
+41,42,68102,55870,-18%,410-420 WEST GRAND AVENUE,60654
+42,43,57668,56170,-3%,LINCOLN PARK ZOO 2001,60614
+43,44,58758,56058,-5%,507-513 WEST ALDINE AVENUE,60657
+44,45,60653,55967,-8%,CONGREGATIONAL CHURCH OF JEFFERSON PARK 5320,60630
+45,46,56587,53784,-5%,UPTOWN BROADWAY BUILDING 4743-4763,60640
+46,47,52108,55074,6%,2153 WEST BERTEAU AVENUE,60618
+47,48,56246,55014,-2%,1025 WEST HOLLYWOOD AVENUE,60660
+48,49,59435,54633,-8%,1426 WEST ESTES AVENUE,60645
+49,50,62383,55809,-11%,2638 WEST NORTH SHORE AVENUE,60645
diff --git a/data/classic_18.csv b/data/classic_18.csv
new file mode 100644
index 0000000..0a6d08e
--- /dev/null
+++ b/data/classic_18.csv
@@ -0,0 +1,26 @@
+pid,tid
+12,3483
+12,3416
+12,3489
+12,3479
+12,3440
+12,3414
+12,3433
+12,3491
+12,3422
+12,3417
+12,3439
+12,3447
+12,3454
+12,3497
+12,3488
+12,3501
+12,3484
+12,3438
+12,3409
+12,3419
+12,3444
+12,3445
+12,3495
+12,3449
+12,3450
\ No newline at end of file
diff --git a/data/classic_19.csv b/data/classic_19.csv
new file mode 100644
index 0000000..ba0601c
--- /dev/null
+++ b/data/classic_19.csv
@@ -0,0 +1,28 @@
+pid,tid
+12,3482
+12,3434
+12,3448
+12,3499
+12,3425
+12,3493
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+12,3410
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+12,3403
+12,3405
+12,3413
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+12,3430
+12,3487
+12,3494
+12,3437
+12,3420
+12,3435
+12,3502
\ No newline at end of file
diff --git a/data/crews.csv b/data/crews.csv
new file mode 100644
index 0000000..f8e0cb2
--- /dev/null
+++ b/data/crews.csv
@@ -0,0 +1,42503 @@
+id,job,name
+19995,Editor,Stephen E. Rivkin
+19995,Sound Designer,Christopher Boyes
+19995,Casting,Mali Finn
+19995,Director,James Cameron
+19995,Writer,James Cameron
+19995,Set Designer,Richard F. Mays
+19995,Costume Design,Mayes C. Rubeo
+19995,Director of Photography,Mauro Fiore
+19995,Hairstylist,Linda DeVetta
+19995,Visual Effects Editor,Steve R. Moore
+19995,Set Designer,Karl J. Martin
+19995,Dialect Coach,Carla Meyer
+19995,Art Direction,Jill Cormack
+19995,Motion Capture Artist,Terry Notary
+19995,Production Design,Robert Stromberg
+19995,Steadicam Operator,Roberto De Angelis
+19995,Makeup Department Head,Mike Smithson
+19995,Visual Effects Producer,Alain Lalanne
+19995,Post Production Supervisor,Janace Tashjian
+19995,Visual Effects Supervisor,Stephen Rosenbaum
+19995,Visual Effects Supervisor,Jonathan Fawkner
+19995,Costume Supervisor,Anthony Almaraz
+19995,Costume Supervisor,Beth Koenigsberg
+19995,Transportation Coordinator,Denny Caira
+19995,Set Designer,Joseph Hiura
+19995,Set Designer,Robert Andrew Johnson
+19995,Construction Coordinator,John Villarino
+19995,Assistant Art Director,Jeffrey Wisniewski
+19995,Supervising Sound Editor,Gwendolyn Yates Whittle
+19995,Sound Re-Recording Mixer,William Stein
+19995,Sound Effects Editor,Tim Nielsen
+19995,CG Supervisor,Michael Mulholland
+19995,Visual Effects Supervisor,Edson Williams
+19995,Production Supervisor,Jennifer Teves
+19995,Special Effects Coordinator,Iain Hutton
+19995,Visual Effects Producer,Jenny Foster
+19995,Visual Effects Supervisor,Anthony 'Max' Ivins
+19995,Visual Effects Supervisor,Eric Saindon
+19995,Visual Effects Supervisor,Guy Williams
+19995,Best Boy Electric,Giles Coburn
+19995,Animation Director,Jeremy Hollobon
+19995,Animation Director,Taisuke Tanimura
+19995,Digital Intermediate,Marvin Hall
+19995,CG Supervisor,Andrew Morley
+19995,CG Supervisor,Brad Alexander
+19995,CG Supervisor,Simon Clutterbuck
+19995,CG Supervisor,Graeme Demmocks
+19995,CG Supervisor,Mitch Gates
+19995,CG Supervisor,Andy Lomas
+19995,CG Supervisor,Sebastian Marino
+19995,CG Supervisor,Matthias Menz
+19995,CG Supervisor,Philippe Rebours
+285,Director,Gore Verbinski
+285,Producer,Jerry Bruckheimer
+285,Editor,Stephen E. Rivkin
+285,Original Music Composer,Hans Zimmer
+285,Executive Producer,Mike Stenson
+285,Producer,Eric McLeod
+285,Casting,Denise Chamian
+285,Production Design,Rick Heinrichs
+285,Casting,Priscilla John
+285,Costume Design,Liz Dann
+285,Makeup Department Head,Ve Neill
+285,Special Effects Coordinator,Allen Hall
+285,Music Editor,Barbara McDermott
+206647,Director,Sam Mendes
+206647,Screenplay,John Logan
+206647,Production Design,Dennis Gassner
+206647,Characters,Ian Fleming
+206647,Costume Design,Jany Temime
+206647,Producer,Barbara Broccoli
+206647,Sound Designer,Christopher Assells
+206647,Screenplay,Robert Wade
+206647,Executive Producer,Callum McDougall
+206647,Camera Operator,Lorenzo Senatore
+206647,Orchestrator,J.A.C. Redford
+206647,Producer,Michael G. Wilson
+206647,Script Supervisor,Nicoletta Mani
+206647,Foley,John T. Cucci
+206647,Steadicam Operator,Julian Morson
+206647,Visual Effects Producer,Ken Dailey
+206647,Sound Designer,Ann Scibelli
+206647,Dialogue Editor,Daniel Saxlid
+206647,Visual Effects Editor,Anik Seguin
+206647,Camera Operator,Lucas Bielan
+206647,Sound Designer,Peter Staubli
+206647,Makeup Effects,Susan Howard
+206647,Visual Effects Producer,Tim Keene
+206647,Visual Effects Editor,Conor Byrne
+206647,Visual Effects Editor,Crystal Hadcroft
+206647,Animation Director,Marlene Chazot
+206647,Visual Effects Supervisor,Stuart Bullen
+206647,Assistant Costume Designer,Vivienne Jones
+206647,Casting Associate,Celebrity Booker
+206647,Casting Associate,Lucy Hellier
+206647,Assistant Costume Designer,Richard Davies
+206647,Makeup Artist,Yelska Labrada
+206647,Makeup Artist,Ana Gabriela Quinonez
+206647,Assistant Art Director,Liam Georgensen
+206647,Carpenter,John Allen
+206647,Visual Effects Coordinator,Shawn Smolensky
+206647,Visual Effects Coordinator,Alysia Wildman
+206647,Visual Effects Supervisor,Steven Begg
+206647,Visual Effects Supervisor,Mark Bakowski
+49026,Director,Christopher Nolan
+49026,Producer,Christopher Nolan
+49026,Makeup Artist,Karen Blynder
+49026,Costume Design,Lindy Hemming
+49026,Stunts,Declan Mulvey
+49026,Art Direction,Zack Grobler
+49026,Stunts,Rick Avery
+49026,Stunts,Philippe Vonlanthen
+49026,Stunts,Doug Coleman
+49026,Stunts,Anthony Molinari
+49026,Art Direction,Dean Wolcott
+49026,Casting,Toby Whale
+49026,Supervising Art Director,James Hambidge
+49026,Set Costumer,Carmia Marshall
+49026,Dialogue Editor,Hugo Weng
+49026,Visual Effects Producer,Mike Chambers
+49026,Stunts,Samantha MacIvor
+49026,Costume Supervisor,Laura Downing
+49026,Stunts,Ray Siegle
+49026,Special Effects Coordinator,Scott R. Fisher
+49026,Visual Effects Editor,Derrick Mitchell
+49026,Set Costumer,Hana Rausalova
+49026,Dialect Coach,Paula Jack
+49026,Set Designer,Theodore Sharps
+49026,Helicopter Camera,Hans Bjerno
+49026,Assistant Director,Matthew Reedy
+49026,Art Direction,Jonathan Kevin Ong
+49026,Hairstylist,Janice Alexander
+49026,Hairstylist,Deena Adair
+49026,Production Manager,Michael Murray
+49026,Production Manager,Thomas Hayslip
+49026,Scenic Artist,Elizabeth Tomasetti
+49026,Sound Effects Editor,Michael Babcock
+49026,Sound Effects Editor,Jeff Sawyer
+49026,Sound Re-Recording Mixer,Carlos Solis
+49026,Visual Effects Editor,Nick Dacey
+49026,Visual Effects Editor,Steve Miller
+49026,Visual Effects Editor,Christopher Payne
+49026,Visual Effects Supervisor,Paul J. Franklin
+49026,CG Supervisor,Nicola Hoyle
+49026,Camera Technician,Dane Bjerno
+49026,Rigging Gaffer,Ian Franklin
+49026,Set Costumer,Lindsay Kouri
+49026,Set Costumer,David Butler
+49026,First Assistant Editor,Eric A. Lewy
+49026,Location Manager,James A. Mahathey
+49026,Stunts,Brian Smyj
+49026,Stunts,Ian Mclaughlin
+49026,Assistant Director,Sid Karne
+49026,Grip,Tom Prate
+49026,Hairstylist,R. Cory McCutcheon
+49026,Assistant Editor,Anne O'Brien
+49026,Stunts,Dan Brown
+49026,Grip,Adam Camacho
+49026,Propmaker,Ray Maxwell
+49026,Stunts,Marc Scizak
+49026,Set Production Assistant,Damiano Fusca
+49026,Stunts,Chris Cenatiempo
+49026,Camera Intern,Joey J. Cook III
+49026,Stunts,Scott Burik
+49026,Stunts,Mike Burke
+49026,Rigging Grip,Kevin Flynn
+49026,Prosthetic Supervisor,Conor O'Sullivan
+49026,Sound Mixer,Nakul Kamte
+49026,Line Producer,Dileep Singh Rathore
+49529,Screenplay,Andrew Stanton
+49529,Director,Andrew Stanton
+49529,Thanks,John Lasseter
+49529,Producer,Colin Wilson
+49529,Editor,Eric Zumbrunnen
+49529,Set Decoration,Paki Smith
+49529,In Memory Of,Steve Jobs
+49529,Music,Michael Giacchino
+49529,Director of Photography,Daniel Mindel
+49529,Music Editor,Stephen M. Davis
+49529,Art Direction,John King
+49529,Orchestrator,Tim Simonec
+49529,Makeup Artist,Veronica McAleer
+49529,Casting,Marcia Ross
+49529,Thanks,Peter Gabriel
+49529,Producer,Jim Morris
+49529,Unit Production Manager,Jan Foster
+49529,Visual Effects Supervisor,Peter Chiang
+49529,Screenplay,Mark Andrews
+49529,Makeup Department Head,Ve Neill
+49529,Art Direction,Dean Wolcott
+49529,Storyboard Designer,David Krentz
+49529,Associate Producer,Bob Roath
+49529,Storyboard Designer,Bryan Andrews
+49529,Makeup Artist,Kevin Haney
+49529,Casting Assistant,Toby Spigel
+49529,Sound Re-Recording Mixer,Michael Semanick
+49529,Sound Designer,Tim Nielsen
+49529,Art Direction,Joseph Hodges
+49529,Production Supervisor,Jennifer Teves
+49529,Key Makeup Artist,Kim Ayers
+49529,Visual Effects Producer,Daniel Barrow
+49529,Key Makeup Artist,Paula Price
+49529,Camera Operator,Simon Finney
+49529,Makeup Artist,Eryn Krueger Mekash
+49529,Art Department Assistant,Travis Witkowski
+49529,Makeup Artist,Deborah Taylor
+49529,Key Makeup Artist,Camille Henderson
+49529,Unit Publicist,Katherine McCormack
+49529,Art Department Assistant,Sarah Ginn
+49529,Art Department Assistant,Rachel Corbould
+49529,Art Department Assistant,Jake Hall
+49529,Key Makeup Artist,Gemma Richards
+49529,Makeup Artist,Paul Boyce
+49529,Makeup Artist,Mandy Gold
+49529,Boom Operator,Noel Espinosa
+559,Director,Sam Raimi
+559,Author,Stan Lee
+559,Costume Design,James Acheson
+559,Producer,Grant Curtis
+559,Casting,Kathy Driscoll
+559,Production Design,J. Michael Riva
+559,Set Decoration,Leslie A. Pope
+559,Casting Assistant,Katie Taylor
+559,Set Designer,Kevin Cross
+559,Set Designer,Noelle King
+559,Still Photographer,Merie Weismiller Wallace
+559,Set Designer,Andrea Dopaso
+559,Set Designer,Theodore Sharps
+559,Location Manager,Andrew Saxe
+559,Location Manager,John Fedynich
+559,Casting Assistant,Will F. Moore
+559,Casting Assistant,Lavelle Brown
+559,Casting Assistant,Merry Alderman
+559,Production Coordinator,Greg Outcalt
+38757,Novel,Jacob Grimm
+38757,Producer,Roy Conli
+38757,Editor,Tim Mertens
+38757,Director,Byron Howard
+38757,Sound Re-Recording Mixer,David E. Fluhr
+38757,Director,Nathan Greno
+38757,Casting,Jamie Sparer Roberts
+38757,Executive Producer,Glen Keane
+38757,Executive Music Producer,Chris Montan
+38757,Music Supervisor,Tom MacDougall
+38757,Sound Editor,Ai-Ling Lee
+38757,Production Supervisor,Tim Pauer
+38757,Sound Designer,Cameron Frankley
+38757,Associate Producer,Aimee Scribner
+38757,Visual Development,James Finn
+38757,Characters,Shiyoon Kim
+38757,Visual Development,Lisa Keene
+38757,Executive In Charge Of Post Production,Bérénice Robinson
+38757,Lighting Supervisor,Robert L. Miles
+38757,Lighting Supervisor,Brian Leach
+38757,Lighting Supervisor,Ernest J. Petti
+38757,Visual Development,Lauren Airriess
+38757,Visual Development,Justin Cram
+38757,Layout,Allen Blaisdell
+38757,Layout,Todd Allen Erickson
+38757,Software Engineer,Brent Burley
+38757,Supervising Animator,Mark Mitchell
+99861,Supervising Sound Editor,Christopher Boyes
+99861,Sound Re-Recording Mixer,Christopher Boyes
+99861,Director,Joss Whedon
+99861,Executive Producer,Alan Fine
+99861,Sound Designer,David Acord
+99861,Art Direction,Mark Swain
+99861,Art Direction,Phil Sims
+99861,Second Unit Cinematographer,John Gamble
+99861,Steadicam Operator,Julian Morson
+99861,Camera Operator,Sam Renton
+99861,Compositors,Chris O'Connell
+99861,Camera Operator,Mark Moriarty
+99861,Co-Producer,Luca Marco Paracels
+99861,Special Effects Coordinator,Ben Vokes
+99861,Camera Operator,Ki S. Hwang
+99861,Still Photographer,Jae-Hyeok Lee
+99861,Associate Producer,Jamie Christopher
+767,Screenplay,Steve Kloves
+767,Art Direction,Alastair Bullock
+767,Director,David Yates
+767,Original Music Composer,Nicholas Hooper
+767,Editor,Mark Day
+767,Producer,Tim Lewis
+767,Assistant Costume Designer,Richard Davies
+767,Production Sound Mixer,Stuart Wilson
+209112,Producer,Charles Roven
+209112,Executive Producer,Emma Thomas
+209112,Executive Producer,David S. Goyer
+209112,Graphic Novel Illustrator,Frank Miller
+209112,Novel,Frank Miller
+209112,Supervising Art Director,Troy Sizemore
+209112,Executive Producer,Benjamin Melniker
+209112,Director,Zack Snyder
+209112,Supervising Sound Editor,Scott Hecker
+209112,Director of Photography,Larry Fong
+209112,Characters,Jerry Siegel
+209112,Sound Effects Editor,David Grimaldi
+209112,Makeup Artist,Richard Redlefsen
+209112,Digital Intermediate,Stefan Sonnenfeld
+209112,Executive Producer,Wesley Coller
+209112,Co-Producer,Gregory Wilson
+209112,Set Decoration,Carolyn 'Cal' Loucks
+209112,Sound Re-Recording Mixer,Michael Keller
+209112,Characters,Bill Finger
+209112,Dialogue Editor,Daniel Saxlid
+209112,Key Hair Stylist,Jules Holdren
+209112,Helicopter Camera,David B. Nowell
+209112,Assistant Art Director,Shari Ratliff
+209112,Script Supervisor,Amber Harley
+209112,Rigging Gaffer,Roger Meilink
+209112,Animation Director,Jade Mansueto
+209112,Co-Producer,Curt Kanemoto
+209112,Set Costumer,Kate Abraham
+209112,Art Department Coordinator,Deborah Jurvis
+209112,Animation Supervisor,Eric Petey
+209112,Seamstress,Jessica R. Lawson
+209112,Assistant Costume Designer,J.R. Hawbaker
+209112,VFX Editor,Lei Zhang
+209112,VFX Editor,Michael Fournier
+209112,Assistant Art Director,Tom Castronovo
+209112,Casting Associate,Caitlin Well
+209112,Armorer,Gary Harper
+209112,Set Costumer,May Azzow
+209112,Set Costumer,Michael Welch
+209112,CG Supervisor,Gabriel Vargas
+209112,Camera Operator,William R. Dalgleish
+209112,Gaffer,Jim Grce
+209112,Assistant Editor,Carlos Castillon
+209112,Assistant Editor,Jason Fields
+1452,Producer,Gilbert Adler
+1452,Director,Bryan Singer
+1452,Original Music Composer,John Ottman
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+57201,Executive Producer,Terry Rossio
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+24428,Visual Effects Supervisor,Guy Williams
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+41154,Executive Producer,Steven Spielberg
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+122917,Sound Re-Recording Mixer,Christopher Boyes
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+122917,CG Supervisor,Alessandro Saponi
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+122917,VFX Supervisor,David Caeiro Cebrián
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+1930,Executive Producer,Stan Lee
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+1930,Visual Effects Producer,Hetal Jain
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+20662,Director,Ridley Scott
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+57158,Executive Producer,Carolyn Blackwood
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+597,Casting Associate,Magui Jimenez
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+271110,Producer,Kevin Feige
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+271110,Armorer,Ron Licari
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+44833,Makeup Department Head,Jeff Dawn
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+44833,Art Department Coordinator,Theresa Greene
+44833,Dialect Coach,Brian C. Hirono
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+44833,Leadman,Edward J. Protiva
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+44833,Visual Effects Producer,Colleen Jenkinson
+44833,Visual Effects Producer,Robert E. Evans
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+135397,Set Designer,George Lee
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+135397,Greensman,William Nutt
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+135397,Compositors,Shawn Hillier
+135397,VFX Artist,Ryan Hopkins
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+135397,Compositors,Eric Ponton
+135397,Compositors,Maya Roza
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+135397,Stunts,Tony McFarr
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+135397,Stunts,Eric R Salas
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+135397,Grip,Michael Best
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+135397,Grip,Sam Hicks
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+135397,Electrician,Josh Nobles
+135397,Electrician,Grant Valentine
+135397,Grip,Satoshi Yamazaki
+135397,Set Costumer,Lisa Magee
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+135397,Driver,Frank Porras
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+135397,Driver,John F. Teeple
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+558,Art Direction,Scott P. Murphy
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+558,Visual Effects Producer,Raoul Bolognini
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+558,Production Supervisor,David J. Grant
+558,Art Department Coordinator,Jan O'Connell
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+558,Chef,Michael K. Reynolds
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+558,Production Illustrator,James Carson
+558,Visual Effects Coordinator,Carlye Archibeque
+558,Location Scout,Bill Garvey
+558,Production Controller,Nour Dardari
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+68721,Director,Shane Black
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+68721,Executive Producer,Victoria Alonso
+68721,Lighting Technician,Luke Kalteux
+12155,Director of Photography,Dariusz Wolski
+12155,Director,Tim Burton
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+12155,Producer,Jennifer Todd
+12155,Producer,Suzanne Todd
+12155,Producer,Joe Roth
+12155,Executive Producer,Peter M. Tobyansen
+12155,Producer,Tom C. Peitzman
+12155,Art Direction,Seth Engstrom
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+36668,Producer,Ralph Winter
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+36668,Art Direction,Helen Jarvis
+36668,Costume Design,Lisa Tomczeszyn
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+36668,Executive Producer,John Palermo
+36668,Associate Producer,David Gorder
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+62211,Screenplay,Daniel Gerson
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+62211,Executive Producer,Peter Doctor
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+8373,Editor,Roger Barton
+8373,Sound Re-Recording Mixer,Greg P. Russell
+8373,Executive Producer,Brian Goldner
+8373,Executive Producer,Mark Vahradian
+8373,Editor,Tom Muldoon
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+8373,Stunts,Khristian Lupo
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+8373,Script Supervisor,Karen Golden
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+91314,Editor,Paul Rubell
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+91314,Executive Producer,Michael Bay
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+91314,Production Design,Jeffrey Beecroft
+91314,Set Decoration,Rosemary Brandenburg
+91314,Executive Producer,Mark Vahradian
+91314,Foley,Dawn Lunsford
+91314,Costume Design,Marie-Sylvie Deveau
+91314,Set Designer,Dean Wolcott
+91314,Director of Photography,Amir Mokri
+91314,Art Direction,Mark Walters
+91314,Sound Designer,John Marquis
+91314,Supervising Sound Editor,Erik Aadahl
+91314,Supervising Sound Editor,Ethan Van der Ryn
+91314,Special Effects Coordinator,Eric Frazier
+91314,Set Designer,Jeff Markwith
+91314,Visual Effects Producer,Ben Pickering
+91314,Visual Effects Producer,Dane Allan Smith
+68728,Director,Sam Raimi
+68728,Editor,Bob Murawski
+68728,Director of Photography,Peter Deming
+68728,Producer,Joe Roth
+68728,Screenplay,David Lindsay-Abaire
+68728,Art Direction,Domenic Silvestri
+68728,Executive Producer,Joshua Donen
+68728,Art Direction,Meghan C. Rogers
+68728,Production Design,Robert Stromberg
+68728,Art Direction,John Lord Booth III
+68728,Art Direction,Andrew L. Jones
+68728,Animation,Kevin Webb
+68728,Visual Effects,VFx Star
+102382,Producer,Avi Arad
+102382,Costume Design,Deborah Lynn Scott
+102382,Stunt Coordinator,James Armstrong
+102382,Story,Roberto Orci
+102382,Director,Marc Webb
+102382,Transportation Captain,James Fanning
+102382,Story,Jeff Pinkner
+102382,Art Direction,Kim Jennings
+102382,Camera Operator,Thomas Lappin
+102382,Foley,Robin Harlan
+102382,Makeup Department Head,Stephen M. Kelley
+102382,Property Master,Sandy Hamilton
+102382,Scenic Artist,Kathryn C. McGinnis
+102382,Art Department Coordinator,Douglas Poland
+102382,Set Designer,Noelle King
+102382,Dialogue Editor,Robert Troy
+102382,Sound Effects Editor,Luis Galdames
+102382,Boom Operator,Kira Smith
+102382,Visual Effects Producer,Kim Lee
+102382,Music Editor,Nevin Seus
+102382,Visual Effects Editor,Mark Herman
+102382,Assistant Art Director,Ryan Heck
+102382,Assistant Art Director,Malchus Janocko
+102382,Assistant Art Director,Mark Pollard
+102382,Leadman,Bruce Lee Gross
+102382,Camera Operator,William Klayer
+102382,Gaffer,Christopher Prampin
+102382,Set Costumer,Stephen Pardee
+102382,Digital Intermediate,Mandy Arnold
+102382,Animation,Avner Engel
+102382,Animation,Eddie Prickett
+102382,Compositors,Wayne Jaworskyj
+102382,Compositors,Jacob Jared Jones
+102382,Compositors,Joo-Hwan Park
+102382,VFX Artist,Aaron Williams
+102382,Compositors,Jessica Wolff
+20526,Screenplay,Steven Lisberger
+20526,Executive Producer,Donald Kushner
+20526,Costume Design,Michael Wilkinson
+20526,Set Decoration,Lin MacDonald
+20526,Producer,Sean Bailey
+20526,Music,Daft Punk
+20526,Director,Joseph Kosinski
+20526,Associate Producer,Bruce Franklin
+20526,Co-Producer,Justin Springer
+20526,Screenplay,Edward Kitsis
+20526,Costume Supervisor,Tangi Crawford
+20526,Animation,Erik Baker
+49013,Director,John Lasseter
+49013,Animation Director,Victor Navone
+49013,Supervising Animator,Dave Mullins
+49013,Associate Producer,Mark Nielsen
+49013,Director of Photography,Sharon Calahan
+49013,Original Story,Dan Fogelman
+49013,Original Music Composer,Michael Giacchino
+49013,Director,Brad Lewis
+49013,Editor,Stephen Schaffer
+49013,Casting,Natalie Lyon
+49013,Production Manager,Jake Martin
+49013,Characters,Robert Moyer
+49013,Script Supervisor,Victoria R. Manley
+49013,Additional Editing,Serena Warner
+44912,Director of Photography,Dion Beebe
+44912,Original Music Composer,James Newton Howard
+44912,Director,Martin Campbell
+44912,Supervising Art Director,François Audouy
+44912,Executive Producer,Herb Gains
+44912,Screenplay,Michael Green
+44912,Assistant Art Director,Rosa Palomo
+44912,Property Master,Andrew Petrotta
+44912,Art Department Coordinator,Heather Elwell
+44912,Makeup Artist,Elaine L. Offers
+44912,Hairstylist,Kelvin R. Trahan
+44912,Hairstylist,Cathrine A. Marcotte
+44912,Visual Effects,Hugo Dominguez
+44912,Art Direction,Iain McFadyen
+44912,Art Department Coordinator,Elizabeth Hershberger Gray
+10193,Story,Andrew Stanton
+10193,Director,Lee Unkrich
+10193,Producer,Darla K. Anderson
+10193,Layout,Mark Sanford
+10193,Editor,Ken Schretzmann
+10193,Screenplay,Michael Arndt
+10193,Thanks,Steve Jobs
+10193,Casting,Holly Dorff
+10193,Casting,Natalie Lyon
+10193,Art Direction,Daisuke 'Dice' Tsutsumi
+10193,Color Timer,Terry Claborn
+534,Editor,Conrad Buff IV
+534,Executive Producer,Joel B. Michaels
+534,Director,McG
+534,Sound Effects Editor,Roland N. Thai
+534,Director of Photography,Shane Hurlbut
+534,Associate Producer,Steve Gaub
+534,Storyboard,Steven E. Gordon
+534,Associate Producer,Bruce Franklin
+534,Costume Supervisor,Robert Q. Mathews
+534,Script Supervisor,Trudy Ramirez
+534,Art Department Coordinator,Carol Kiefer
+534,Dialogue Editor,David V. Butler
+534,Sound Designer,Ai-Ling Lee
+534,Still Photographer,Richard Foreman Jr.
+534,Transportation Captain,Cesar Angobaldo
+168259,Director,James Wan
+168259,Editor,Christian Wagner
+168259,Characters,Gary Scott Thompson
+168259,Casting,Anne McCarthy
+168259,Dialogue Editor,Anna MacKenzie
+168259,Producer,Vin Diesel
+168259,Production Design,Bill Brzeski
+168259,Writer,Chris Morgan
+168259,Second Unit Cinematographer,Igor Meglic
+168259,Director of Photography,Stephen F. Windon
+168259,Editor,Kirk M. Morri
+168259,Producer,Brandon Birtell
+168259,Casting,Kellie Roy
+168259,Makeup Department Head,James MacKinnon
+168259,Camera Operator,Maurice K. McGuire
+168259,Script Supervisor,Jody Blose
+168259,Additional Camera,Bob Gorelick
+168259,Camera Operator,Richard Latham
+168259,Camera Operator,Daniel Nichols
+168259,Rigging Gaffer,Tom Fendley
+168259,First Assistant Editor,Laura Steiger
+168259,Property Master,Douglas T. Madison
+168259,Art Department Coordinator,Kelly Richardson
+72190,Producer,Ian Bryce
+72190,Supervising Art Director,Jon Billington
+72190,Editor,Roger Barton
+72190,Director,Marc Forster
+72190,Costume Design,Mayes C. Rubeo
+72190,Producer,Dede Gardner
+72190,Executive Producer,Dana Goldberg
+72190,Screenstory,J. Michael Straczynski
+72190,Executive Producer,Paul Schwake
+72190,Executive Producer,Tim Headington
+127585,Associate Producer,Kathleen McGill
+127585,Director,Bryan Singer
+127585,Supervising Art Director,Michele Laliberte
+127585,Story,Simon Kinberg
+127585,Set Decoration,Gordon Sim
+127585,Sound Re-Recording Mixer,Ron Bartlett
+127585,Production Design,John Myhre
+127585,Story,Jane Goldman
+127585,Sound Designer,Chuck Michael
+127585,Sound Recordist,Patrick Rousseau
+127585,Makeup Artist,Ve Neill
+127585,Comic Book,Chris Claremont
+127585,Costume Supervisor,Bob Morgan
+127585,Foley,Dan O'Connell
+127585,Sound Effects Editor,Ai-Ling Lee
+127585,Art Direction,Félix Larivière-Charron
+127585,Makeup Department Head,Norma Hill-Patton
+127585,Dialogue Editor,Susan Dawes
+127585,Visual Effects Producer,Daniel Brimer
+127585,Visual Effects Supervisor,Paul Butterworth
+127585,Visual Effects Producer,Alice Cumbaa
+127585,Stunt Coordinator,James M. Churchman
+127585,Stunt Coordinator,Trevor Habberstad
+127585,Transportation Captain,John Bober
+127585,Script Supervisor,Christine Wilson
+127585,Location Manager,Michèle St-Arnaud
+127585,Animation,Tony Mecca
+127585,Visual Effects,James Baker
+127585,Co-Producer,Luca Marco Paracels
+54138,Sound Designer,Ben Burtt
+54138,Director,J.J. Abrams
+54138,Producer,Alex Kurtzman
+54138,Screenplay,Roberto Orci
+54138,Set Decoration,Karen Manthey
+54138,Hair Department Head,Mary L. Mastro
+54138,Executive Producer,Paul Schwake
+54138,Executive Producer,David Ellison
+54138,Producer,Damon Lindelof
+54138,Special Effects Supervisor,Burt Dalton
+54138,Visual Effects Producer,Ron Ames
+54138,Casting,Alyssa Weisberg
+54138,First Assistant Editor,Rita DaSilva
+54138,Art Direction,Kasra Farahani
+54138,Creature Design,Neville Page
+54138,Art Direction,Harry E. Otto
+54138,Assistant Art Director,Natasha Gerasimova
+54138,Makeup Artist,Jeanne Van Phue
+54138,Visual Effects Supervisor,Kevin Baillie
+54138,Second Unit Cinematographer,Bruce McCleery
+54138,Dialogue Editor,Cheryl Nardi
+54138,Steadicam Operator,Andrew Rowlands
+54138,Camera Operator,Colin Anderson
+54138,Visual Effects Editor,Lorelei David
+54138,Sound Effects Editor,Pascal Garneau
+54138,Makeup Artist,Don Rutherford
+54138,Digital Intermediate,Andy Kaplan
+54138,Sound Effects Editor,Malcolm Fife
+54138,Set Costumer,Lisa A. Doyle
+54138,Set Costumer,Myron Baker
+54138,Animation Supervisor,Jenn Emberly
+54138,Compositors,Brian N. Bentley
+54138,Sound Effects Editor,Dustin Cawood
+54138,Animation Supervisor,Sebastian Butenberg
+54138,Assistant Costume Designer,Ann Foley
+54138,Hairstylist,Michele Payne
+54138,Visual Effects Art Director,Yanick Dusseault
+54138,Set Costumer,Jason M. Moore
+54138,Makeup Department Head,David LeRoy Anderson
+54138,CG Supervisor,Enrico Damm
+54138,Visual Effects Producer,Dale Taylor
+81005,Costume Design,Joanna Johnston
+81005,Casting,Roger Mussenden
+81005,Editor,Bob Ducsay
+81005,Art Direction,Peter Russell
+81005,Set Decoration,Richard Roberts
+81005,Director,Bryan Singer
+81005,Editor,John Ottman
+81005,Associate Producer,John Ottman
+81005,Producer,David Dobkin
+81005,Story,David Dobkin
+81005,Executive Producer,Thomas Tull
+81005,Executive Producer,Ori Marmur
+81005,Screenplay,Dan Studney
+81005,Art Direction,Mark Harris
+81005,Music Editor,Joseph Bonn
+81005,Music Editor,Amanda Goodpaster
+81005,First Assistant Sound Editor,Mark Coffey
+64682,Casting,Ronna Kress
+64682,Executive Producer,Barrie M. Osborne
+64682,Director,Baz Luhrmann
+64682,Producer,Baz Luhrmann
+64682,Producer,Catherine Martin
+64682,Screenplay,Craig Pearce
+64682,Producer,Catherine Knapman
+64682,Art Direction,Ian Gracie
+64682,Novel,F. Scott Fitzgerald
+64682,Executive Producer,Jay-Z
+64682,Art Direction,Damien Drew
+9543,Producer,Jerry Bruckheimer
+9543,Executive Producer,Chad Oman
+9543,Editor,Michael Kahn
+9543,Casting,Susie Figgis
+9543,Sound Effects Editor,Brent Burge
+9543,Editor,Martin Walsh
+9543,Director,Mike Newell
+9543,Executive Producer,Patrick McCormick
+9543,Choreographer,David Belle
+9543,Screenstory,Jordan Mechner
+9543,Sound Re-Recording Mixer,Beau Borders
+9543,Dialogue Editor,James Matheny
+9543,Music Editor,Richard Whitfield
+9543,Supervising Sound Editor,George Watters II
+9543,Music Editor,Kirsty Whalley
+9543,Hair Designer,Jan Archibald
+68726,Director,Guillermo del Toro
+68726,Screenplay,Travis Beacham
+68726,Original Music Composer,Ramin Djawadi
+68726,Editor,John Gilroy
+68726,Art Direction,Sandi Tanaka
+68726,Supervising Art Director,Elinor Rose Galbraith
+68726,Visual Effects,Scott F. Johnston
+68726,Digital Effects Supervisor,Yuhon Ng
+38356,Director,Michael Bay
+38356,Producer,Don Murphy
+38356,Screenplay,Ehren Kruger
+38356,Editor,Roger Barton
+38356,Set Decoration,Jennifer Williams
+38356,Original Music Composer,Steve Jablonsky
+38356,Orchestrator,Kevin Kaska
+38356,Director of Photography,Amir Mokri
+38356,Script Supervisor,Alicia Accardo
+38356,Still Photographer,Robert Zuckerman
+217,Executive Producer,George Lucas
+217,Director,Steven Spielberg
+217,Executive Producer,Kathleen Kennedy
+217,Screenplay,David Koepp
+217,Characters,Philip Kaufman
+217,Stunts,Clay Cullen
+105864,Original Music Composer,Mychael Danna
+105864,Original Music Composer,Jeff Danna
+105864,Director,Peter Sohn
+105864,Screenplay,Meg LeFauve
+105864,Story,Meg LeFauve
+62177,Sound Re-Recording Mixer,Tom Johnson
+62177,Executive Producer,Pete Docter
+62177,Sound Effects Editor,Teresa Eckton
+62177,Screenplay,Irene Mecchi
+62177,Casting,Kevin Reher
+62177,Director,Brenda Chapman
+62177,Director,Mark Andrews
+62177,Director,Steve Purcell
+62177,Casting,Natalie Lyon
+62177,Shading,Stephen King
+62177,Supervising Sound Editor,Gwendolyn Yates Whittle
+62177,Animation Fix Coordinator,Courtney Casper
+62177,Script Supervisor,Shannon Wood
+62177,Story,Nick Sung
+188927,Production Design,Thomas E. Sanders
+188927,Producer,J.J. Abrams
+188927,Producer,Roberto Orci
+188927,Music Editor,Stephen M. Davis
+188927,Art Direction,Lauren E. Polizzi
+188927,Executive Producer,Jeffrey Chernov
+188927,Director,Justin Lin
+188927,Executive Producer,David Ellison
+188927,Music Editor,Paul Rabjohns
+188927,Makeup Designer,Joel Harlow
+188927,Steadicam Operator,Geoffrey Haley
+188927,Supervising Art Director,Don MacAulay
+188927,Conceptual Design,Tim Flattery
+188927,Editor,Greg D'Auria
+188927,Art Direction,Harry E. Otto
+188927,Hairstylist,Robert A. Pandini
+188927,Foley,Dan O'Connell
+188927,Conceptual Design,Victor James Martinez
+188927,Second Unit Cinematographer,Bruce McCleery
+188927,Conceptual Design,Kris Bergthorson
+188927,Sound Re-Recording Mixer,Frank A. Montaño
+188927,Helicopter Camera,Steve Koster
+188927,Visual Effects Producer,Andy Taylor
+188927,Foley,John Sanacore
+188927,Casting,Miranda Davidson
+188927,Costume Supervisor,Nava R. Sadan
+188927,Assistant Art Director,Travis Witkowski
+188927,Researcher,Whitney Donald
+188927,Assistant Art Director,Uzair Merchant
+188927,Conceptual Design,Simon Lee
+188927,First Assistant Camera,Chris Gibbins
+188927,Visual Effects Producer,Kondareddy Suresh
+188927,Associate Producer,Josh Henson
+10681,Screenplay,Andrew Stanton
+10681,Director,Andrew Stanton
+10681,Original Story,Andrew Stanton
+10681,Original Music Composer,Thomas Newman
+10681,Art Direction,Jason Deamer
+10681,Set Dressing Artist,Derek Williams
+10681,Director of Photography,Jeremy Lasky
+10681,Art Direction,Ellen Moon Lee
+10681,Thanks,Harris Savides
+10681,Makeup Artist,Gretchen Davis
+10681,Color Timer,Jim Passon
+10681,Producer,Lindsey Collins
+10681,Layout,Andrew Cadelago
+10681,Casting,Mickie McGowan
+10681,Animation,Rodrigo Blaas
+10681,Thanks,Leslie Iwerks
+10681,Assistant Editor,Kevin Rose-Williams
+10681,Editorial Manager,Doug Nichols
+10681,Additional Dialogue,Vince Caro
+10681,Set Designer,Nelson 'Rey' Bohol
+10681,Sound Effects Editor,Dustin Cawood
+5174,Screenplay,Jeff Nathanson
+5174,Production Design,Ed Verreaux
+5174,Director,Brett Ratner
+5174,Producer,Jonathan Glickman
+5174,Production Design,Chad S. Frey
+5174,Set Decoration,Kate J. Sullivan
+5174,Visual Effects Design Consultant,John Bruno
+14161,Director of Photography,Dean Semler
+14161,Producer,Harald Kloser
+14161,Director,Roland Emmerich
+14161,Writer,Roland Emmerich
+14161,Producer,Mark Gordon
+14161,Editor,David Brenner
+14161,Stunt Coordinator,John Stoneham Jr.
+14161,Costume Design,Shay Cunliffe
+14161,Producer,Volker Engel
+14161,Property Master,Wayne McLaughlin
+14161,Art Direction,Dan Hermansen
+14161,Assistant Art Director,Catherine Ircha
+14161,Dialect Coach,Balinder Johal
+14161,Sound Re-Recording Mixer,Michael Keller
+14161,ADR & Dubbing,Heidi Brook Myers
+14161,Assistant Art Director,Laurel Bergman
+14161,Scenic Artist,Bob Bottieri
+14161,Foley,Gary A. Hecker
+14161,Makeup Department Head,Thomas Nellen
+14161,Set Designer,Margot Ready
+14161,Dialogue Editor,Robert Troy
+14161,Visual Effects Producer,Michel Mielke
+14161,Visual Effects Producer,Christina Graff
+14161,Visual Effects Supervisor,Paul Graff
+14161,Set Designer,Nancy Anna Brown
+14161,Set Costumer,Silke Guglielmo
+14161,Transportation Coordinator,Blue Angus
+14161,Location Manager,Ann Goobie
+14161,Visual Effects Producer,Lisa Goldberg
+14161,Dialect Coach,Yaroslav Poverlo
+14161,Greensman,Glenn Foerster
+14161,Scenic Artist,Vladimir Lushnikov
+14161,Sculptor,Nicholas Tattersfield
+14161,Sculptor,Aaron Jordan
+14161,Special Effects Coordinator,Cameron Waldbauer
+14161,Visual Effects Supervisor,John H. Han
+14161,Visual Effects Supervisor,Rainer Gombos
+14161,Camera Operator,Richard Merryman
+14161,Still Photographer,Joseph Lederer
+14161,Steadicam Operator,John Clothier
+14161,Set Costumer,Stacy L. Tyson
+17979,Director,Robert Zemeckis
+17979,Animation,Michael Parks
+76757,Director of Photography,John Toll
+76757,Director,Lilly Wachowski
+76757,Writer,Lilly Wachowski
+76757,Director,Lana Wachowski
+76757,Supervising Sound Editor,Dane A. Davis
+76757,Foley,John Roesch
+76757,Visual Effects Producer,Marc A. Rousseau
+76757,Art Direction,Sue Whitaker
+76757,Costume Supervisor,Marco Scotti
+76757,Property Master,David Cheesman
+76757,Visual Effects Supervisor,Simon Carr
+76757,Stunt Coordinator,Chris O'Hara
+76757,Visual Effects Supervisor,Michael Mulholland
+76757,Foley,Alyson Dee Moore
+76757,Dialogue Editor,Stephanie Flack
+76757,Helicopter Camera,Steven Desbrow
+76757,Camera Operator,Kim Marks
+76757,Visual Effects Editor,Reuben Lloyd-Pack
+76757,Visual Effects Editor,Sam Lane
+76757,Camera Operator,Stefan Stankowski
+76757,First Assistant Sound Editor,Matthew W. Kielkopf
+76757,VFX Artist,Aaron Williams
+76757,Art Direction,Dominic Hyman
+76757,Art Department Coordinator,Kenneth Yoder
+76757,CG Supervisor,Philippe Leprince
+76757,Set Costumer,Laura Freeman
+76757,Dialect Coach,Ekaterina Bogomolova
+76757,VFX Production Coordinator,Graham Martin
+76757,Visual Effects Producer,Chloe Harrison
+76757,Visual Effects Producer,Fabrice Lett
+76757,Visual Effects Supervisor,Stuart Bullen
+76757,Sequence Supervisor,David Antonin Mucci
+76757,Visual Effects Supervisor,Geoffrey Niquet
+76757,Visual Effects Supervisor,David Rouxel
+76757,Gaffer,Rick Thomas
+258489,Director,David Yates
+258489,Editor,Mark Day
+258489,Story,Edgar Rice Burroughs
+258489,Screenplay,Adam Cozad
+258489,Visual Effects Editor,Mark S. Wright
+411,Director of Photography,Donald McAlpine
+411,Producer,Mark Johnson
+411,Director,Andrew Adamson
+411,Executive Producer,Andrew Adamson
+411,Editor,Jim May
+411,Costume Design,Isis Mussenden
+411,Screenplay,Stephen McFeely
+411,Original Music Composer,Harry Gregson-Williams
+411,Stunts,Sean Button
+411,Art Department Manager,Paul Tobin
+411,Special Effects,Hauk Olafsson
+411,Animation,Yuhon Ng
+246655,Production Design,Grant Major
+246655,Director,Bryan Singer
+246655,Executive Producer,Bryan Singer
+246655,Special Effects Supervisor,Tom Blacklock
+246655,Makeup Artist,Rosalina Da Silva
+246655,Foley,Dan O'Connell
+246655,Art Direction,Ravi Bansal
+246655,Sound Designer,Lee Gilmore
+246655,Steadicam Operator,Francois Archambault
+246655,Makeup Artist,Edwina Voda
+246655,Wigmaker,Natasha Ladek
+246655,CG Supervisor,James Rustad
+246655,CG Supervisor,Eric Clement
+246655,Helicopter Camera,Richard Roles
+246655,Camera Operator,Robert Mattigetz
+246655,Digital Effects Supervisor,Nikos Kalaitzidis
+246655,Underwater Camera,Emmanuel Béhier Migeon
+246655,Set Decoration,Geoffroy Gosselin
+246655,Still Photographer,Zachary Popovsky
+246655,CG Supervisor,Jep Hill
+246655,Digital Effects Supervisor,Michael Maloney
+246655,VFX Editor,Craig Field
+246655,VFX Editor,Shenyan Liu
+246655,Hairstylist,Lyne Lapiana
+155,Screenplay,Christopher Nolan
+155,Director,Christopher Nolan
+155,Screenplay,Jonathan Nolan
+155,Producer,Emma Thomas
+155,Original Music Composer,James Newton Howard
+155,Story,David S. Goyer
+155,Characters,Bob Kane
+155,Editor,Lee Smith
+155,Executive Producer,Michael Uslan
+155,Executive Producer,Benjamin Melniker
+155,Supervising Art Director,Kevin Kavanaugh
+155,Art Direction,Naaman Marshall
+155,Executive Producer,Kevin De La Noy
+155,Associate Producer,Jordan Goldberg
+155,Orchestrator,Jeff Atmajian
+155,Stunts,Jessie Graff
+155,Sound Re-Recording Mixer,Lora Hirschberg
+155,Dialogue Editor,Michael Magill
+155,Sound Effects Editor,Michael W. Mitchell
+155,Art Department Coordinator,Jenne Lee
+155,Music Editor,Daniel Pinder
+155,Music Editor,Alex Gibson
+155,Hair Department Head,Janice Alexander
+155,Set Costumer,Patrick Caulfield
+155,First Assistant Camera,Bob Hall
+155,Stunt Coordinator,Tom Struthers
+155,Stunts,Tom McComas
+155,Color Timer,David Orr
+14160,Executive Producer,Andrew Stanton
+14160,Screenplay,Bob Peterson
+14160,Executive Producer,John Lasseter
+14160,Lighting Director,Harley Jessup
+14160,Layout,Robert Anderson
+14160,Animation,Brett Coderre
+14160,Supervising Technical Director,Steve May
+14160,Screenplay,Pete Docter
+14160,Story,Pete Docter
+14160,Director,Pete Docter
+14160,Sound Re-Recording Mixer,Tom Myers
+14160,Music,Michael Giacchino
+14160,Story,Tom McCarthy
+14160,Sound Mixer,Dan Wallin
+14160,Animation,Simon Allen
+14160,Script Supervisor,Lorien McKenna
+14160,Associate Editor,Gregory Amundson
+14160,ADR Editor,Steve Slanec
+14160,Art Department Coordinator,Stephanie Hamilton
+14160,Production Artist,Daniel Arriaga
+14160,Assistant Editor,Thomas Gonzales
+14160,Assistant Editor,Amera Rizk
+14160,Layout,Josh Anon
+14160,Layout,Mark Shirra
+14160,Layout,Matthew Silas
+15512,Director,Conrad Vernon
+15512,Screenplay,Glenn Berger
+15512,Screenplay,Maya Forbes
+15512,Director,Rob Letterman
+15512,Art Direction,Michael Isaak
+1726,Producer,Avi Arad
+1726,Director,Jon Favreau
+1726,Characters,Don Heck
+1726,Co-Producer,Victoria Alonso
+44826,Producer,Johnny Depp
+44826,Director of Photography,Robert Richardson
+44826,Director,Martin Scorsese
+44826,Casting,Ellen Lewis
+44826,Executive Producer,Barbara De Fina
+44826,Art Direction,Stuart Rose
+44826,Thanks,Rick Yorn
+44826,Executive Producer,Emma Tillinger Koskoff
+44826,Foley,Kam Chan
+44826,Foley,Marko A. Costanzo
+44826,Visual Effects Editor,Matt Garner
+44826,Foley,George A. Lara
+44826,Visual Effects Producer,Karen M. Murphy
+44826,Still Photographer,Jaap Buitendijk
+44826,Visual Effects,Thomas Nittmann
+44826,Script Supervisor,Martha Pinson
+44826,Digital Intermediate,Marisa Clayton
+44826,Best Boy Electrician,Paul Sharp
+44826,Casting Associate,Meghan Rafferty
+44826,Sound,Maegan Hayward
+44826,VFX Artist,Jeremiah Sweeney
+44826,Hairstylist,Suzanne Stokes-Munton
+8487,Director,Barry Sonnenfeld
+8487,Editor,Jim Miller
+8487,Screenplay,Jeffrey Price
+8487,Stunts,Alex Madison
+1735,Director,Rob Cohen
+1735,Production Manager,Casey Grant
+1735,Lighting Technician,Justin Hammond
+1735,Animation,Larry White
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+297761,Production Design,Oliver Scholl
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+297761,Art Direction,Greg Berry
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+297761,Makeup Artist,Leslie A. Sebert
+297761,Makeup Department Head,Jo-Ann MacNeil
+297761,Set Costumer,Ashley Ellsworth
+297761,Helicopter Camera,Steve Koster
+297761,Prosthetic Supervisor,Neil Morrill
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+297761,Makeup Artist,Lisa Rocco
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+297761,Gaffer,Rick Thomas
+297761,First Assistant Camera,Mark Cyre
+297761,First Assistant Camera,Joseph Micomonaco
+297761,Casting Associate,Marisol Roncali
+297761,VFX Editor,Lei Zhang
+297761,Visual Effects Editor,Katrina Taylor
+297761,VFX Editor,Shenyan Liu
+297761,Casting Associate,Jeanette Benzie
+297761,Set Costumer,Erin Daprato
+297761,Set Costumer,Michael Issa
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+297761,Camera Operator,Jason Vieira
+297761,Gaffer,R. Scott Phillips
+297761,VFX Production Coordinator,Romel Catap
+297761,VFX Supervisor,Max Wood
+297761,Visual Effects Editor,Marco Abraham
+297761,Digital Intermediate,Sadie D. Johnson
+2698,Director,Tom Shadyac
+2698,Editor,Scott Hill
+2698,Producer,Roger Birnbaum
+2698,Costume Design,Judy L. Ruskin
+2698,Producer,Neal H. Moritz
+2698,Casting,Craig Fincannon
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+137113,Director of Photography,Dion Beebe
+137113,Producer,Jason Hoffs
+137113,Director,Doug Liman
+137113,Screenplay,Jez Butterworth
+137113,Producer,Gregory Jacobs
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+137113,Script Supervisor,Samantha C. Kirkeby
+137113,Foley,Jason Swanscott
+137113,Choreographer,Liam Steel
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+137113,Art Direction,Christian Huband
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+137113,Assistant Art Director,Robert Hochstoeger
+137113,Art Department Coordinator,Pollyanna Seath
+137113,Assistant Art Director,Jeffrey D. Simon
+137113,Standby Painter,Nicholas Williams
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+137113,Visual Effects Supervisor,Matt Kasmir
+137113,Gaffer,Chuck Finch
+137113,Script Supervisor,Lisa Vick
+137113,Visual Effects Editor,Andy Stevens
+137113,Visual Effects Editor,Laura Jennings
+137113,Visual Effects Art Director,Hayley Easton Street
+137113,Hairstylist,Michael White
+137113,Hairstylist,Rose Crocker
+137113,Visual Effects,Mike Marcuzzi
+9804,Line Producer,Gene Levy
+9804,Set Designer,John Dexter
+9804,Production Design,Dennis Gassner
+9804,Director of Photography,Dean Semler
+9804,Special Effects Coordinator,John Frazier
+9804,Producer,Charles Gordon
+9804,Art Direction,David F. Klassen
+9804,Visual Effects Supervisor,Michael J. McAlister
+9804,Author,David Twohy
+9804,Director,Kevin Reynolds
+9804,Executive Producer,Andrew Licht
+9804,Set Designer,Marco Rubeo
+9804,Set Designer,Darrell L. Wight
+9804,Special Effects Coordinator,Martin Bresin
+9804,Sound Effects Editor,Richard King
+9804,Construction Coordinator,John Villarino
+9804,Greensman,Liloa Wong
+9804,Camera Operator,Mark O'Kane
+9804,Associate Producer,David Fulton
+14869,Original Music Composer,Alan Silvestri
+14869,Casting,Ronna Kress
+14869,Costume Design,Ellen Mirojnick
+14869,Art Direction,Anne Seibel
+14869,Director,Stephen Sommers
+14869,Art Direction,Brad Ricker
+14869,Supervising Art Director,Greg Papalia
+14869,Producer,Brian Goldner
+14869,Art Direction,Chad S. Frey
+14869,Set Decoration,Kate J. Sullivan
+150540,Animation,Ricky Nierva
+150540,Modeling,Andrew Schmidt
+150540,Projection,John Hazelton
+150540,Director,Pete Docter
+150540,Story,Pete Docter
+150540,Original Music Composer,Michael Giacchino
+150540,Thanks,Lorne Michaels
+150540,Original Story,Ronnie del Carmen
+150540,Additional Writing,Simon Rich
+150540,Additional Dialogue,Vince Caro
+150540,Foley,Thom Brennan
+150540,Editor,Kevin Nolting
+278927,Director,Jon Favreau
+278927,Art Direction,John Lord Booth III
+278927,Supervising Art Director,Andrew L. Jones
+278927,Storyboard,Phil Langone
+10138,Music,John Debney
+10138,Director of Photography,Matthew Libatique
+10138,Executive Producer,Stan Lee
+10138,Editor,Richard Pearson
+10138,Art Direction,David F. Klassen
+10138,Characters,Jack Kirby
+10138,Director,Jon Favreau
+10138,Characters,Don Heck
+10138,Producer,Victoria Alonso
+10138,ADR & Dubbing,Heidi Brook Myers
+10138,Animation,Travis Tohill
+58595,Producer,Sam Mercer
+58595,Art Direction,Andrew Ackland-Snow
+58595,Art Direction,Alastair Bullock
+58595,Set Decoration,Fainche MacCarthy
+58595,Production Sound Mixer,Chris Munro
+58595,Director,Rupert Sanders
+58595,Still Photographer,Alex Bailey
+58595,Sound Re-Recording Mixer,Andy Nelson
+58595,Supervising Sound Editor,Craig Henighan
+58595,Dialogue Editor,Jill Purdy
+58595,Music Editor,David Olson
+58595,Supervising Art Director,David Warren
+58595,Sound Designer,Ai-Ling Lee
+58595,Visual Effects Editor,Mark Edward Wright
+58595,Visual Effects Supervisor,Cedric Nicolas-Troyan
+58595,Still Photographer,Stuart Hendry
+102651,Executive Producer,Sarah Bradshaw
+102651,Original Music Composer,James Newton Howard
+102651,Director of Photography,Dean Semler
+102651,Costume Design,Anna B. Sheppard
+102651,Executive Producer,Angelina Jolie
+102651,Producer,Don Hahn
+102651,Casting,Lucy Bevan
+102651,Director,Robert Stromberg
+102651,Compositors,Erik Classen
+102651,Assistant Director,Cedric Nicolas-Troyan
+119450,Greensman,Kevin Mangan
+119450,Production Design,James Chinlund
+119450,Original Music Composer,Michael Giacchino
+119450,Director,Matt Reeves
+119450,Art Direction,Marisa Frantz
+119450,Sound Effects Editor,David Grimaldi
+119450,Executive Producer,Thomas M. Hammel
+119450,Producer,Rick Jaffa
+119450,Writer,Amanda Silver
+119450,Visual Effects Editor,Alex Blatt
+119450,Visual Effects Producer,John Norris
+119450,Art Direction,Aaron Haye
+119450,Hairstylist,Anji Bemben
+119450,Set Costumer,Jennifer Kamrath
+119450,Set Costumer,Shelly Shaw
+119450,Dialogue Editor,Michael Magill
+119450,Foley,John T. Cucci
+119450,Property Master,Doug Harlocker
+119450,Art Department Coordinator,Theresa Greene
+119450,Supervising Sound Editor,Will Files
+119450,Supervising Sound Editor,Douglas Murray
+119450,Script Supervisor,Jody Blose
+119450,Scenic Artist,John B. Keys
+119450,Visual Effects Editor,James Meikle
+119450,Sound Effects Editor,Scott Guitteau
+119450,Hairstylist,Miia Kovero
+119450,Gaffer,Marc Wostak
+119450,Set Costumer,Lindsay Kouri
+119450,Makeup Artist,Lucy O'Reilly
+119450,Makeup Artist,LeDiedra Richard-Baldwin
+119450,Makeup Artist,Emily Tatum
+119450,Makeup Effects,Vicki Syskakis
+119450,Greensman,Edward J. McNicoll
+119450,Scenic Artist,Billy 'Jilly Bones' Jones
+119450,Sound Effects Editor,Mac Smith
+119450,Animation Director,Shaun Friedberg
+119450,Animation Director,Derrick Auyoung
+119450,Animation Director,Leon Woud
+119450,CG Supervisor,Alessandro Saponi
+119450,Animation Director,Keith Lackey
+119450,Camera Operator,Will Arnot
+119450,Camera Operator,Keith Peterman
+119450,Gaffer,Sean Davis
+119450,Set Costumer,Susan Strubel
+119450,Set Costumer,Pamela Waggoner
+119450,Digital Intermediate,Rudy Lopez
+119450,First Assistant Editor,Melissa Remenarich
+119450,Unit Publicist,Gregg Brilliant
+119450,Visual Effects,Hugo Dominguez
+119450,Unit Production Manager,Wendy Williams
+79698,Casting,Uma Da Cunha
+79698,Special Effects Supervisor,Richard Conway
+79698,Director,Roland Joffé
+79698,ADR & Dubbing,Stefan Henrix
+79698,Producer,Catherine Vandeleene
+79698,Producer,Guy J. Louthan
+79698,Still Photographer,Nick Wall
+79698,Producer,Grant Bradley
+79698,Casting,Peter Rasmussen
+79698,Story,Ajey Jhankar
+79698,Producer,Ajey Jhankar
+79698,Art Department Coordinator,Jocelyn Thomas
+79698,Gaffer,Matt Slattery
+79698,Sound Re-Recording Mixer,Forbes Noonan
+79698,Special Effects Supervisor,Brian Cox
+79698,Set Costumer,Samantha Walker
+79698,Armorer,Wade Krawczyk
+79698,Armorer,Allan Mowbray
+79698,Script Supervisor,Sue Kenchington
+79698,First Assistant Camera,Sandeep Tyagi
+64686,Casting,Denise Chamian
+64686,Art Direction,Leslie Tomkins
+64686,Art Direction,Robert Cowper
+64686,Music,Ilan Eshkeri
+64686,Screenplay,Chris Morgan
+64686,Screenstory,Chris Morgan
+64686,Art Direction,David Allday
+64686,Property Master,Graeme Purdy
+64686,Director,Carl Rinsch
+64686,Costume Supervisor,Charlotte Finlay
+64686,Supervising Art Director,Gary Freeman
+64686,Foley,Dan O'Connell
+64686,Visual Effects Producer,Sarah Swick
+64686,Sound Designer,Dean Covill
+64686,Sculptor,Zoltán Kiss
+64686,Construction Coordinator,Zoltán Tóth
+64686,Art Department Coordinator,Jennifer Lewicki
+64686,Sound Re-Recording Mixer,Frank A. Montaño
+64686,Visual Effects Supervisor,Allan Magled
+64686,Visual Effects Supervisor,Christian Manz
+64686,Visual Effects Editor,Tom Woodall
+64686,Supervising Animator,Stuart M. Ellis
+64686,Set Costumer,Ildikó Fogt
+64686,Set Costumer,Philip Goldsworthy
+64686,Music Editor,Julie Pearce
+64686,Transportation Coordinator,Dean Burtenshaw
+64686,Dialect Coach,Bobby White
+64686,Dialect Coach,Brian C. Hirono
+64686,Compositors,Brian N. Bentley
+64686,Stunts,Géza Kovács
+100402,Screenplay,Stephen McFeely
+100402,Set Decoration,Leslie A. Pope
+100402,Supervising Art Director,Thomas Valentine
+100402,Editor,Jeffrey Ford
+100402,Director,Anthony Russo
+100402,Director,Joe Russo
+100402,Art Direction,Gary Kosko
+100402,Executive Producer,Louis D'Esposito
+100402,Sculptor,Todd Rex
+100402,Original Music Composer,Henry Jackman
+100402,Stunts,Amy Johnston
+100402,Sculptor,Cuitlahuac Morales Velazquez
+100402,Hair Department Head,Camille Friend
+100402,Lighting Technician,Valentin Toncu
+100402,Software Engineer,Yan Zou
+100402,Compositors,Wayne Jaworskyj
+10192,Writer,William Steig
+10192,Director,Mike Mitchell
+10192,Writer,Josh Klausner
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+158852,Editor,Craig Wood
+158852,Editor,Walter Murch
+158852,Sound Designer,Kyrsten Mate
+158852,Sound Re-Recording Mixer,Juan Peralta
+158852,Stunt Coordinator,Joey Box
+158852,Executive Producer,Bernard Bellew
+158852,Director,Brad Bird
+158852,Art Direction,Jeremy Stanbridge
+158852,Art Direction,Geoff Wallace
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+158852,Art Direction,Luke Freeborn
+158852,Supervising Art Director,Don MacAulay
+158852,Casting,Corinne Clark
+158852,Assistant Art Director,Laurel Bergman
+158852,Conceptual Design,Tim Flattery
+158852,Art Direction,Stephen Christensen
+158852,Art Direction,Martina Javorova
+158852,Art Direction,Kelvin Humenny
+158852,Sound Effects Editor,Jeremy Bowker
+158852,Script Supervisor,Kimi Webber
+158852,Foley,Alyson Dee Moore
+158852,Helicopter Camera,Hans Bjerno
+158852,Camera Operator,Sean M. Harding
+158852,Sound Effects Editor,J.R. Grubbs
+158852,Camera Technician,Dane Bjerno
+158852,Costume Supervisor,Cristina Sopeña
+158852,Visual Effects,Mike Marcuzzi
+158852,Gaffer,Erik Messerschmidt
+158852,Rigging Gaffer,Richard Ramee
+158852,Music Editor,Warren Brown
+158852,Set Costumer,Lori Ellison
+177572,Executive Producer,John Lasseter
+177572,Cinematography,Robert Richardson
+177572,Director,Chris Williams
+177572,Casting,Terri Douglas
+177572,Director,Don Hall
+177572,Characters,Steven T. Seagle
+177572,Other,Marlon West
+177572,Music,Fall Out Boy
+177572,Layout,Rick Moore
+177572,Camera Department Manager,Thomas Baker
+177572,Animation,Mitja Rabar
+177572,Animation,Jeff Williams
+82690,Lighting Camera,Julio Macat
+82690,Additional Editing,Ivan Bilancio
+82690,Production Design,Mike Gabriel
+82690,Story,Jim Reardon
+82690,Director,Rich Moore
+82690,Original Music Composer,Henry Jackman
+82690,Camera Department Manager,Thomas Baker
+82690,Animation,Mitja Rabar
+5255,Songs,Alan Silvestri
+5255,Director,Robert Zemeckis
+5255,Screenplay,Robert Zemeckis
+5255,Producer,Robert Zemeckis
+5255,Screenplay,William Broyles Jr.
+5255,Chief Lighting Technician,Steven C. McGee
+5255,Sound Re-Recording Mixer,Tom Johnson
+5255,Set Decoration,Karen O'Hara
+5255,First Assistant Director,Josh McLaglen
+5255,Production Illustrator,Oliver Scholl
+5255,Supervising Sound Editor,Dennis Leonard
+5255,Editor,Jeremiah O'Driscoll
+5255,Key Makeup Artist,Deborah La Mia Denaver
+5255,Sound Designer,Randy Thom
+5255,Visual Effects Art Director,Martin A. Kline
+5255,Co-Producer,Steven J. Boyd
+5255,Orchestrator,Conrad Pope
+5255,Production Sound Mixer,William B. Kaplan
+5255,Sound Mixer,William B. Kaplan
+5255,Special Effects Coordinator,Michael Lantieri
+5255,Creative Producer,Enfys Dickinson
+5255,Assistant Art Director,Andrew L. Jones
+5255,Costume Supervisor,Pamela Wise
+5255,Art Direction,Alicia Maccarone
+5255,Sound Design Assistant,Will Files
+5255,Sound Effects Editor,David C. Hughes
+5255,Dolby Consultant,Gene Radzik
+5255,Hair Designer,Kathryn Blondell
+5255,Sound Re-Recording Mixer,Dennis S. Sands
+5255,Foley Editor,Sue Fox
+5255,Video Assist Operator,Samuel R. Harrison III
+5255,Visual Effects Art Director,George Denes Suhayda
+5255,Digital Compositors,John E. Sasaki
+5255,Casting Assistant,Josh Einsohn
+5255,Set Designer,Jackson Bishop
+5255,Transportation Coordinator,Randy Cantor
+5255,Key Grip,Michael J. Coo
+5255,Character Designer,Vladimir Todorov
+5255,Set Designer,Smokey Stover
+5255,Grip,Mark P. Coo
+5255,Visual Effects,Oscar G. Castillo
+47933,Director,Roland Emmerich
+47933,Producer,Roland Emmerich
+47933,Screenplay,Dean Devlin
+47933,Producer,Dean Devlin
+47933,Characters,Dean Devlin
+47933,Screenplay,Nicolas Wright
+47933,Conceptual Design,Laurent Ben-Mimoun
+47933,Foley,Michael J. Broomberg
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+47933,Supervising Sound Editor,Paul N.J. Ottosson
+47933,Visual Effects Editor,Andy Stevens
+47933,Makeup Artist,Sara Roybal
+47933,Gaffer,Jay Kemp
+47933,Hair Department Head,Jennifer Bell
+47933,Set Costumer,Jess L. Johnson
+47933,Art Direction,Lauren Abiouness
+47933,VFX Editor,Liana Jackson
+47933,Visual Effects Editor,Tom Reagan
+47933,Art Department Coordinator,Richard T. Olson
+47933,Helicopter Camera,Richard Roles
+47933,Music Editor,Oliver Hug
+47933,Seamstress,Red Rose Connerty
+47933,Hairstylist,Michael Scott Baker
+47933,Makeup Artist,Jennifer M. Quinteros
+47933,Animation Supervisor,Alex Auriol
+47933,VFX Supervisor,Dominik Zimmerle
+10191,Original Music Composer,John Powell
+10191,Editor,Maryann Brandon
+10191,Sound Designer,Randy Thom
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+10191,Animation,Kevin Andrus
+10191,Executive Producer,Tim Johnson
+10191,Director,Chris Sanders
+10191,Screenplay,Dean DeBlois
+10191,Director,Dean DeBlois
+10191,Screenplay,Will Davies
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+10191,Animation,Simon Otto
+10191,Layout,J.C. Alvarez
+10191,Animation Manager,Pat Sito
+10191,Art Department Manager,Shane Prigmore
+296,Director,Jonathan Mostow
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+296,Editor,Nicolas De Toth
+296,Art Direction,Beat Frutiger
+296,Costume Design,April Ferry
+296,Boom Operator,Cary Weitz
+296,Executive Producer,Moritz Borman
+296,Line Producer,Oliver Hengst
+296,First Assistant Editor,Todd Busch
+296,Producer,Matthias Deyle
+296,Prosthetic Supervisor,Clinton Wayne
+296,Production Illustrator,Matt Codd
+296,Executive Producer,Volker Schauz
+296,Sound Designer,Buck Sanders
+296,Visual Effects Art Director,Peter Mitchell Rubin
+296,Assistant Director,Steve Love
+296,Script Supervisor,Luca Kouimelis
+296,First Assistant Sound Editor,Joseph Bonn
+296,Property Master,Hope M. Parrish
+296,Visual Effects Producer,Kim Boyle
+296,Digital Intermediate,Amy Tompkins
+296,Unit Publicist,Sheryl Main
+296,Armorer,Michael Papac
+296,Key Hair Stylist,Cydney Cornell
+296,CG Supervisor,Richard McBride
+296,Sequence Supervisor,Philippe Rebours
+296,Post Production Supervisor,Michael Tinger
+296,Orchestrator,Pete Anthony
+296,Executive Music Producer,Joel Sill
+296,Casting Associate,Courtney Gross
+296,Lighting Technician,Anthony D. Guzman
+296,Grip,Michael J. Coo
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+296,Electrician,Darren Langer
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+118340,Sound Re-Recording Mixer,Christopher Boyes
+118340,Casting,Sarah Finn
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+118340,Director,James Gunn
+118340,Original Music Composer,Tyler Bates
+118340,Editor,Hughes Winborne
+118340,Sound mixer,William B. Kaplan
+118340,Executive Producer,Victoria Alonso
+118340,Supervising Sound Editor,Matthew Wood
+118340,Camera Operator,Nathan Levine-Heaney
+118340,Camera Operator,Tim Wooster
+118340,Costume Supervisor,Dan Grace
+118340,Production Sound Mixer,Simon Hayes
+118340,Sculptor,Cuitlahuac Morales Velazquez
+118340,Set Costumer,Joshua Coleman
+118340,Assistant Art Director,Stephen Swain
+118340,Assistant Art Director,Peter Dorme
+118340,Set Designer,Matthew Robinson
+118340,Visual Effects Supervisor,Katherine Rodtsbrooks
+118340,Visual Effects Producer,Marianne Speight
+118340,Stunt Coordinator,Steve Dent
+118340,Music Editor,Will Kaplan
+118340,Security,Mitul Patel
+118340,Set Costumer,Dan Blacklock
+118340,Camera Operator,Julian Morson
+118340,Storyboard,Jane Wu
+118340,Visual Effects,Earl A. Hibbert
+118340,Visual Effects,James Baker
+157336,Director,Christopher Nolan
+157336,Writer,Christopher Nolan
+157336,Producer,Emma Thomas
+157336,Casting,John Papsidera
+157336,Dialogue Editor,R.J. Kizer
+157336,Orchestrator,Bruce Fowler
+157336,Art Direction,Josh Lusby
+157336,Sound Effects Editor,Michael W. Mitchell
+157336,Set Designer,Martha Johnston
+157336,Art Department Coordinator,Jenne Lee
+157336,Foley,Alyson Dee Moore
+157336,Helicopter Camera,Hans Bjerno
+157336,Set Designer,Ernie Avila
+157336,Sculptor,Dan Engle
+157336,Visual Effects Producer,Ann Podlozny
+157336,Sound Effects Editor,Jeff Sawyer
+157336,Animation,Andrew McEvoy
+157336,First Assistant Editor,Eric A. Lewy
+157336,Hairstylist,Jose Zamora
+157336,Assistant Art Director,Lauren Abiouness
+157336,Construction Coordinator,Brian Walker
+157336,Rigging Gaffer,Sean Oxenbury
+157336,Assistant Editor,Donald Likovich
+157336,Dialect Coach,Rick Lipton
+157336,Greensman,Steven Hanks
+157336,Leadman,Mark Weissenfluh
+157336,Property Master,Ritchie Kremer
+157336,First Assistant Sound Editor,Linda Yeaney
+157336,Animation,Evan Clover
+157336,Animation,Lai Lok Chau
+157336,Visual Effects Producer,Harrison Goldstein
+157336,Set Costumer,Kelly Porter
+157336,Location Manager,Bruce L. Brownstein
+157336,Production Office Assistant,Frank Reina
+157336,Orchestrator,Andrew Kinney
+27205,Director,Christopher Nolan
+27205,Producer,Emma Thomas
+27205,Executive Producer,Chris Brigham
+27205,Production Design,Guy Hendrix Dyas
+315011,Visual Effects,Takashi Yamazaki
+315011,Director,Hideaki Anno
+315011,Sound Designer,Hideaki Anno
+315011,Director,Shinji Higuchi
+315011,Producer,Kazutoshi Wadakura
+315011,Producer,Taichi Ueda
+315011,Art Direction,Eri Sakushima
+315011,Line Producer,Kensei Mori
+315011,Special Effects,Kazuaki Sekiyama
+49051,Sound Re-Recording Mixer,Christopher Boyes
+49051,Screenplay,Peter Jackson
+49051,Director,Peter Jackson
+49051,Producer,Peter Jackson
+49051,Director of Photography,Andrew Lesnie
+49051,Casting,Liz Mullane
+49051,Producer,Carolynne Cunningham
+49051,Makeup Department Head,Rick Findlater
+49051,Art Direction,Andy McLaren
+49051,Casting,Amy Hubbard
+49051,Sound Effects Editor,Justin Webster
+49051,Sound Effects Editor,Hayden Collow
+49051,VFX Artist,Matt Weaver
+49051,Still Photographer,Nels Isrealson
+49051,Production Coordinator,Helene Takacs
+49051,Key Hair Stylist,Angela Mooar
+9799,Unit Production Manager,Doug Claybourne
+9799,Original Music Composer,BT
+9799,Special Effects Coordinator,Matt Sweeney
+9799,Screenplay,Gary Scott Thompson
+9799,Director,Rob Cohen
+9799,Stunt Coordinator,Mic Rodgers
+9799,Production Design,Waldemar Kalinowski
+9799,Supervising Sound Editor,Jay Nierenberg
+9799,Gaffer,Antonio Soriano
+9799,Production Controller,Maureen Holmes
+9799,Additional Camera,Pål Bugge Haagenrud
+9799,Sound Re-Recording Mixer,Michael C. Casper
+9799,Costume Supervisor,Garet Reilly
+9799,Makeup Artist,Michael Germain
+9799,Digital Compositors,Lloyd Lee Barnett
+9799,Assistant Director,Lars P. Winther
+9799,Visual Effects Producer,Michelle Eisenreich
+9799,Sound Re-Recording Mixer,Daniel J. Leahy
+9799,Camera Operator,David E. Diano
+9799,Still Photographer,Bob Marshak
+9799,Transportation Coordinator,David Marder
+9799,Production Sound Mixer,Felipe Borrero
+9799,ADR & Dubbing,Becky Sullivan
+9799,Leadman,Tony Perez
+9799,Sound Editor,Brian Best
+9799,Camera Operator,John Trapman
+9799,Sound Effects Editor,Glenn Hoskinson
+9799,CG Supervisor,Constance Bracewell
+9799,Visual Effects Producer,Mary Stuart-Welch
+9799,Hairstylist,Georgina Williams
+9799,Construction Foreman,Page Charles
+9799,Visual Effects Supervisor,Brad Kuehn
+9799,Associate Producer,Creighton Bellinger
+9799,Casting Associate,Stacie Goodman
+9799,Post Production Supervisor,Lisa Rodgers
+9799,Sound Engineer,Carl D. Ware
+9799,Loader,April Kelley
+9799,Set Dressing Artist,Jeff Hay
+9799,Craft Service,Michael G. Kehoe
+9799,Carpenter,Steven Kissick
+9799,Set Medic,Kevin A. Canamar
+9799,Stunts,Johnny D'Mara
+9799,Production Coordinator,Pamela Jaeckle
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+4922,Art Direction,Randy Moore
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+4922,Set Costumer,Jay Cheng
+4922,Set Designer,Masako Masuda
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+4922,Script Supervisor,Sharron Reynolds
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+4922,Visual Effects Producer,Ken Rogerson
+4922,Script Supervisor,Joyce Heftel
+4922,Visual Effects Supervisor,Matt McDonald
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+4922,Hairstylist,Donna Spahn
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+4922,Digital Intermediate,Adam Ohl
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+4922,Makeup Artist,Elaine L. Offers
+4922,Makeup Effects,Alexei O'Brien
+4922,Makeup Effects,Kazuhiro Tsuji
+4922,Greensman,Robert Joy
+4922,Greensman,Dylan La Frenière
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+4922,CG Supervisor,Karl Denham
+4922,CG Supervisor,Jonathan Litt
+4922,CG Supervisor,Victor Lizarraga
+4922,Visual Effects Producer,Tomas Pereira
+4922,Visual Effects Supervisor,Eric Barba
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+4922,Music Editor,Marie Ebbing
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+49538,Director,Matthew Vaughn
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+49538,Art Direction,Grant Armstrong
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+49538,Music,Henry Jackman
+49538,Art Direction,Sue Whitaker
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+131634,Casting,Debra Zane
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+131634,Construction Coordinator,Chris Snyder
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+131634,Property Master,Frank Pitussi
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+131634,Property Master,Till Sennhenn
+131634,Camera Operator,Josh Medak
+131634,Makeup Effects,Glenn Hetrick
+131634,Camera Operator,Denise Bailie
+131634,Special Effects Supervisor,Gerd Nefzer
+131634,Visual Effects Coordinator,Chloe Feodoroff
+131634,Seamstress,Jessica R. Lawson
+131634,Makeup Effects,Brad Palmer
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+131634,Visual Effects Coordinator,James Chang
+27022,Director,Jon Turteltaub
+503,Casting,Janet Hirshenson
+503,Casting,Jane Jenkins
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+503,Producer,Chris Briggs
+503,Art Direction,Kevin Ishioka
+503,Art Direction,Mike Mansbridge
+503,Costume Design,Erica Edell Phillips
+503,Producer,Jon Jashni
+241259,Producer,Tim Burton
+241259,Original Music Composer,Danny Elfman
+241259,Producer,Jennifer Todd
+241259,Music Editor,Bill Abbott
+241259,Visual Effects Supervisor,Ken Ralston
+241259,Editor,Andrew Weisblum
+241259,Director,James Bobin
+241259,Art Direction,Alex Cameron
+241259,Assistant Art Director,Gary Jopling
+241259,Construction Coordinator,Nicky Ackland-Snow
+241259,Art Direction,Richard Selway
+241259,First Assistant Editor,Andrew Walton
+241259,Visual Effects Supervisor,Jesper Kjölsrud
+241259,Assistant Art Director,Simon Elsley
+241259,Script Supervisor,Marianne Huet
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+241259,Steadicam Operator,Pete Cavaciuti
+241259,Gaffer,Harry Wiggins
+241259,Set Decoration,Ra Vincent
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+241259,ADR & Dubbing,Chris Navarro
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+241259,Hairstylist,Richard Muller
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+241259,CG Supervisor,Zoe Cranley
+241259,Gaffer,Tom Lea
+241259,Visual Effects Coordinator,Craig Andujar
+241259,Visual Effects Coordinator,Melyssa Forget Turcotte
+241259,Visual Effects Coordinator,Patrick Lermitte
+241259,Visual Effects Editor,Andrew Poole
+241259,Visual Effects Producer,Eric Scott
+241259,Visual Effects Producer,Vera Zivny
+810,Producer,Aron Warner
+810,Director,Chris Miller
+810,Director,Raman Hui
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+810,VFX Artist,Aaron Williams
+68735,Producer,Charles Roven
+68735,Casting,Mary Vernieu
+68735,Editor,Paul Hirsch
+68735,Music Supervisor,Peter Afterman
+68735,Producer,Thomas Tull
+68735,Executive Producer,Brent O'Connor
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+68735,Director,Duncan Jones
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+68735,Still Photographer,Doane Gregory
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+68735,Visual Effects Supervisor,Jeff White
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+68735,Steadicam Operator,Peter Wilke
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+68735,Animation,Kevin Labanowich
+68735,Visual Effects Producer,Jill E. Hughes
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+68735,Helicopter Camera,Richard Roles
+68735,Casting Associate,Jaceson Mann
+68735,Rigging Gaffer,Keith Woods
+68735,First Assistant Camera,Paul Guenette
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+68735,Second Unit Cinematographer,Stewart Whelan
+68735,Art Direction,Iain McCaig
+68735,Assistant Costume Designer,Liz Krause
+68735,Seamstress,Patrice Yapp
+68735,Set Costumer,Mary Wiseman
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+68735,Animation,Gerald Clevy
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+68735,Visual Effects Editor,Joey Santana
+68735,Visual Effects Supervisor,Jason Smith
+68735,First Assistant Camera,Sean Elliott
+68735,First Assistant Editor,Shae Salmon
+87101,Characters,James Cameron
+87101,Production Design,Neil Spisak
+87101,Screenplay,Laeta Kalogridis
+87101,Director of Photography,Kramer Morgenthau
+87101,Director,Alan Taylor
+87101,Camera Operator,Jerry M. Jacob
+87101,Camera Operator,Jeffery J. Tufano
+87101,Camera Operator,Ken Fisher
+87101,Casting,Elizabeth Coulon
+87101,Visual Effects Coordinator,Sean McGrath
+87101,ADR & Dubbing,Nancy Nugent
+87101,Dialogue Editor,Nancy Nugent
+87101,Script Supervisor,Anna Rane
+87101,Art Direction,Mark Robert Taylor
+87101,Supervising Sound Editor,Erik Aadahl
+87101,Visual Effects Editor,Mark Carr
+87101,Visual Effects Supervisor,Edson Williams
+87101,Helicopter Camera,Hans Bjerno
+87101,Camera Operator,Ronald Hersey
+87101,Sound Designer,Jason W. Jennings
+87101,Makeup Artist,Stacey Herbert
+87101,Set Costumer,Susan Strubel
+87101,Animation Supervisor,Nathan McConnel
+87101,Digital Intermediate,Christine Dougherty
+87101,Casting Associate,Hannah d'Angerio
+87101,Assistant Art Director,Shawn D. Bronson
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+87101,Makeup Artist,Nicole Sortillon Amos
+87101,Sound Effects Editor,Csaba Wagner
+87101,Rigging Grip,Aaron Toups
+87101,Rigging Grip,Rob Skuse
+87101,Armorer,Timothy Lu
+87101,First Assistant Editor,Kenny G. Krauss
+87101,Visual Effects Coordinator,Samuel Côté
+87101,Visual Effects Coordinator,Valeria di Gabriele
+87101,Visual Effects Editor,Joseph Farrant
+87101,Visual Effects Coordinator,Raphael Fernandes
+87101,Visual Effects Coordinator,Alison Griffiths
+87101,Visual Effects Producer,Kevin Field
+87101,Visual Effects Supervisor,Laurent Gillet
+87101,Visual Effects Editor,Chris Kowal
+87101,Visual Effects Supervisor,Cliff Welsh
+10140,Producer,Andrew Adamson
+10140,Producer,Philip Steuer
+10140,Executive Producer,Douglas Gresham
+10140,Production Design,Barry Robison
+10140,Director,Michael Apted
+10140,Executive Producer,Todd Cogan
+10140,Art Direction,Daniel May
+10140,Animation,Yannick Honore
+10140,Animation Supervisor,Gabriele Zucchelli
+676,Producer,Jerry Bruckheimer
+676,Executive Producer,Bruce Hendricks
+676,Producer,Pat Sandston
+676,Producer,Michael Bay
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+676,Art Direction,Jon Billington
+676,Producer,Kenny Bates
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+676,Line Producer,Selwyn Roberts
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+676,Visual Effects Producer,David S. Dranitzke
+676,Assistant Art Director,Robert Woodruff
+676,Sound Re-Recording Mixer,Greg P. Russell
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+676,Assistant Art Director,Paul Sonski
+676,Stunt Coordinator,Andy Gill
+676,Makeup Artist,Mindy Hall
+676,Costume Supervisor,Linda Matthews
+676,Makeup Artist,Edouard F. Henriques
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+676,ADR & Dubbing,Julie Feiner
+676,Foley,John T. Cucci
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+676,Visual Effects Producer,Ned Gorman
+676,Hair Department Head,Yolanda Toussieng
+676,Camera Operator,Kim Marks
+676,Dialogue Editor,Teri E. Dorman
+676,Hairstylist,Janine Rath
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+676,Rigging Gaffer,Jeffrey P. Soderberg
+676,Researcher,Vanessa Bendetti
+676,Art Department Assistant,Suzanne Austin
+676,Visual Effects Editor,Greg Hyman
+676,Visual Effects Coordinator,Susan Greenhow
+676,Visual Effects Coordinator,Margaret B. Lynch
+676,Gaffer,Tom Derose
+1858,Executive Producer,Steven Spielberg
+1858,Director,Michael Bay
+1858,Editor,Glen Scantlebury
+1858,Producer,Don Murphy
+1858,Special Effects,John Frazier
+1858,Art Direction,Sean Haworth
+1858,Screenplay,Alex Kurtzman
+1858,Story,Roberto Orci
+1858,Music,Steve Jablonsky
+1858,Producer,Tom DeSanto
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+1858,Executive Producer,Brian Goldner
+1858,Executive Producer,Mark Vahradian
+1858,Costume Supervisor,Anthony J. Scarano
+1858,Animation,Larry White
+1858,Associate Producer,Luca Marco Paracels
+1966,Casting,Suzanne Smith
+1966,Art Direction,Kevin Phipps
+1966,Unit Production Manager,Sarah Bradshaw
+1966,Director of Photography,Rodrigo Prieto
+1966,Screenplay,Oliver Stone
+1966,Director,Oliver Stone
+1966,Location Scout,Winston Azzopardi
+1966,Sound Re-Recording Mixer,Bruno Tarrière
+1966,Casting,Juliette Ménager
+1966,Screenplay,Laeta Kalogridis
+1966,Supervising Art Director,Jonathan McKinstry
+1966,Editor,Yann Hervé
+1966,Editor,Gladys Joujou
+1966,Associate Producer,Léonard Glowinski
+1966,Supervising Sound Editor,Jean Goudier
+1966,Additional Camera,Berto
+1966,Assistant Art Director,Frederic Evard
+1966,Sculptor,Colin Jackman
+1966,Assistant Costume Designer,Mari-An Ceo
+1966,Executive Producer,Aslan Nadery
+1966,Steadicam Operator,George Richmond
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+1966,CG Supervisor,Nicolas Aithadi
+1966,Art Department Coordinator,Katie Gabriel
+1966,Assistant Art Director,Aziz Hamichi
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+1966,Scenic Artist,Nicky Kaill
+1966,Construction Coordinator,Andy Evans
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+1966,Sound Recordist,Gréggory Poncelet
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+1966,Visual Effects Producer,Kilou Picard
+1966,Visual Effects Editor,Andy Stevens
+1966,Choreographer,Piers Gielgud
+1966,Rigging Gaffer,Wayne Leach
+1966,Unit Manager,Jonathan Hook
+1966,Second Unit Cinematographer,Jonathan Taylor
+1966,Wigmaker,Stephanie Hovette
+1966,Storyboard,Martin Asbury
+1966,Makeup Artist,Deborah Jarvis
+1966,Driver,Carl Isherwood
+1966,Grip,Malcolm Huse
+1966,Set Dressing Artist,Mustapha Haouas
+1966,Propmaker,Wesley Peppiatt
+1966,Software Engineer,Boris Dores
+1966,Electrician,Eugene Grobler
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+675,Production Design,Stuart Craig
+675,Screenplay,Michael Goldenberg
+675,Stunt Coordinator,Greg Powell
+675,Art Direction,Mark Bartholomew
+675,Costume Design,Jany Temime
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+675,Makeup Artist,Hilary Haines
+675,Sound Designer,James Boyle
+674,Set Decoration,Stephanie McMillan
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+674,Director,Mike Newell
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+8960,Producer,Will Smith
+8960,Executive Producer,Jonathan Mostow
+8960,Director,Peter Berg
+8960,Producer,James Lassiter
+8960,Art Direction,William Hawkins
+8960,Hairstylist,Kathrine Gordon
+6479,Screenstory,Akiva Goldsman
+6479,Director,Francis Lawrence
+6479,Producer,David Heyman
+6479,Producer,Neal H. Moritz
+6479,Executive Producer,Michael Tadross
+6479,Animation,Josh LaBrot
+6479,Choreographer,David Neumann
+118,Director,Tim Burton
+118,Executive Producer,Bruce Berman
+118,Screenplay,Roald Dahl
+118,Producer,Lorne Orleans
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+118,Art Direction,David Allday
+118,Assistant Costume Designer,Massimo Cantini Parrini
+118,Art Department Manager,Priscilla Elliott
+118,Art Direction,James Lewis
+118,Visual Effects Producer,Catherine Duncan
+118,Dolby Consultant,James Seddon
+118,First Assistant Camera,John Gamble
+118,Greensman,Ian Whiteford
+118,Steadicam Operator,Vince McGahon
+118,Hair Designer,Peter Owen
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+118,Location Manager,Nick Daubeny
+118,First Assistant Editor,JC Bond
+118,Visual Development,Luc Desmarchelier
+118,Visual Effects Coordinator,Laya Armian
+118,Motion Capture Artist,Gary Roberts
+118,Unit Production Manager,Nikolas Korda
+118,Storyboard,John Greaves
+118,Production Accountant,Maggie Phelan
+118,Makeup Artist,Michael Krehl
+118,Grip,Keith Manning
+118,Sound Recordist,Emer Sands
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+2062,Executive Producer,John Lasseter
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+2062,Sculptor,Jerome Ranft
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+2062,Visual Effects,Sandra Ford Karpman
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+2062,Orchestrator,Jack Hayes
+2062,Color Timer,Terry Claborn
+272,Casting,Lucinda Syson
+272,Director,Christopher Nolan
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+272,Assistant Editor,Alison Carter
+272,Stunt Coordinator,Paul Jennings
+272,Stunts,Gary Hymes
+272,Thanks,Bruce Timm
+272,Thanks,Boyd Kirkland
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+272,Stunts,Gary Connery
+272,Location Manager,Jo Beckett
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+272,Music Editor,Gareth Cousins
+272,Special Effects Coordinator,Chris Corbould
+272,Post Production Assistant,Catrin Cooper
+272,Camera Operator,Steven A. Adelson
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+272,Art Department Coordinator,Sarah Robinson
+272,Sound Re-Recording Mixer,Doug Hemphill
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+272,Script Supervisor,Annie Penn
+272,Animatronics Designer,Tim Jordan
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+272,Visual Effects Producer,Aurelia Abate
+272,Aerial Director of Photography,Hans Bjerno
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+272,Hairstylist,Deena Adair
+272,Scenic Artist,David Packard
+272,Storyboard,Martin Asbury
+272,Set Dressing Artist,Thomas J. Glynn
+272,Orchestrator,Brad Dechter
+272,Dolby Consultant,Julian Pinn
+272,ADR & Dubbing,Michael Miller
+272,Visual Effects,Rohan Claassen
+272,Sound Recordist,Peter Lindsay
+272,Visual Effects Coordinator,Stephen Andrzejewski
+272,Video Assist Operator,Kevin Boyd
+272,First Assistant Editor,John Lee
+272,Hairstylist,Jane Body
+272,Production Supervisor,Jennifer Campbell
+272,First Assistant Director,Cliff Lanning
+272,Production Accountant,Mark Birmingham
+272,Projection,Jan Meade
+272,Digital Compositors,Richard Briscoe
+272,Sculptor,John Blakeley
+272,Production Office Assistant,Adam Teeuw
+272,Set Production Assistant,Thomas J. McDonough
+272,Rigging Grip,W.C. 'Chunky' Huse
+272,Assistant Sound Editor,Gemma Nicholson
+272,I/O Supervisor,Craig Allison
+272,Sequence Leads,Matthew Twyford
+10527,Director,Eric Darnell
+10527,Director,Tom McGrath
+18360,Director,Shawn Levy
+18360,Producer,Michael Barnathan
+18360,Author,Milan Trenc
+2080,Producer,Avi Arad
+2080,Screenplay,David Benioff
+2080,Director,Gavin Hood
+605,Original Music Composer,Don Davis
+605,Screenplay,Lilly Wachowski
+605,Director,Lilly Wachowski
+605,Director,Lana Wachowski
+605,Production Design,Owen Paterson
+605,Set Decoration,Brian Dusting
+605,Stunts,Ray Anthony
+605,Assistant Director,James McTeigue
+109445,Director,Chris Buck
+109445,Story,Shane Morris
+109445,Editor,Jeff Draheim
+109445,Director,Jennifer Lee
+109445,Layout,Scott Armstrong
+109445,Animation,Mitja Rabar
+604,Producer,Joel Silver
+604,Screenplay,Lilly Wachowski
+604,Director,Lilly Wachowski
+604,Screenplay,Lana Wachowski
+604,Director,Lana Wachowski
+604,Casting,Shauna Wolifson
+604,Art Direction,Hugh Bateup
+604,Special Effects,Eric Allard
+604,Stunts,Kenny Alexander
+604,Stunts,Hank Amos
+76338,Costume Design,Wendy Partridge
+76338,Story,Robert Rodat
+76338,Story,Don Payne
+76338,Executive Producer,Louis D'Esposito
+76338,Director,Alan Taylor
+76338,Set Decoration,John Bush
+76338,Screenplay,Christopher Yost
+76338,Art Direction,Thomas Brown
+76338,Art Direction,Matthew Robinson
+76338,Line Producer,Ivan Lam
+76341,Casting,Ronna Kress
+76341,Director,George Miller
+76341,Animation,Mahiro Maeda
+76341,Prosthetic Supervisor,Eva Franzen
+76341,Music,Junkie XL
+76341,Second Unit Cinematographer,David Burr
+76341,Editor,Margaret Sixel
+76341,Executive Producer,Graham Burke
+76341,Set Decoration,Lisa Thompson
+76341,Supervising Art Director,Richard Hobbs
+76341,Supervising Producer,Genevieve Hofmeyr
+76341,Dialogue Editor,Sonal Joshi
+76341,Stunts,Jim Wilkey
+76341,Writer,Nick Lathouris
+76341,Set Decoration,Nicki Gardiner
+76341,Foley,John Simpson
+76341,Property Master,Andrew Orlando
+76341,Stunt Coordinator,Keir Beck
+76341,Gaffer,Paul Johnstone
+76341,Casting,Mito Skellern
+76341,Art Department Coordinator,Christo Strydom
+76341,Post Production Supervisor,Matt Town
+76341,Costume Supervisor,Mel Dykes
+76341,Writer,Brendan McCarthy
+76341,Thanks,Tim Ridge
+76341,Producer,P.J. Voeten
+76341,Art Direction,Shira Hockman
+76341,Set Decoration,Katie Sharrock
+76341,Art Department Coordinator,Vanessa Younger
+76341,Additional Photography,Sven Vosloo
+76341,Dialogue Editor,Ines Richter
+13448,Original Music Composer,Hans Zimmer
+13448,Casting,Janet Hirshenson
+13448,Supervising Sound Editor,Anthony J. Ciccolini III
+13448,Screenplay,Akiva Goldsman
+13448,Director,Ron Howard
+13448,Editor,Daniel P. Hanley
+13448,Editor,Mike Hill
+13448,Art Direction,Giles Masters
+13448,Executive Producer,Dan Brown
+13448,Producer,William M. Connor
+13448,Casting,Debbie McWilliams
+13448,Visual Effects Supervisor,Angus Bickerton
+13448,Stunt Coordinator,Franco Maria Salamon
+13448,Sound Re-Recording Mixer,Greg P. Russell
+13448,Art Direction,Keith P. Cunningham
+13448,Orchestrator,Kevin Kaska
+13448,Casting,Béatrice Kruger
+13448,Producer,Anna Culp
+13448,Visual Effects Art Director,Aaron Haye
+13448,Sound Effects Editor,Ryan McBride
+13448,Dialogue Editor,James Matheny
+13448,Set Decoration,Larry Bellantoni
+13448,Costume Supervisor,Helen Monaghan
+13448,Visual Effects Art Director,Phil Sims
+13448,Sculptor,Francis Poirier
+13448,Sculptor,Jonathan Moore
+13448,Visual Effects Supervisor,Richard Stammers
+13448,Script Supervisor,Sherry Gallarneau
+13448,Visual Effects Producer,Barrie Hemsley
+13448,Property Master,David Balfour
+13448,Visual Effects Editor,Simon Allmark
+13448,Art Department Coordinator,Heather Noble
+13448,Property Master,Federico Ciommo
+13448,Scenic Artist,Gunnar Ahmer
+13448,Leadman,Roberto Magagnini
+13448,Sculptor,Dan Engle
+13448,Set Designer,Rich Romig
+13448,Dialogue Editor,Erin Oakley
+13448,Visual Effects Supervisor,Richard Higham
+13448,Visual Effects Producer,Paula Pope
+13448,Set Costumer,Steve Constancio
+13448,Set Costumer,Sean Haley
+13448,Script Supervisor,Joyce Heftel
+13448,Sound Effects Editor,Rickley W. Dumm
+13448,Stunts,Karin Silvestri
+10195,Producer,Kevin Feige
+10195,Executive Producer,Patricia Whitcher
+10195,Director,Kenneth Branagh
+10195,Special Effects Supervisor,Daniel Sudick
+10195,Director of Photography,Haris Zambarloukos
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+10195,Still Photographer,Zade Rosenthal
+13053,Layout,Mark Henley
+13053,Screenplay,Dan Fogelman
+13053,Sound Designer,Randy Thom
+13053,Visual Development,David Womersley
+13053,Orchestrator,Dave Metzger
+13053,Animation,Ralph Zondag
+13053,Orchestrator,Kevin Kliesch
+13053,Director,Chris Williams
+13053,Visual Development,Gregory Miller
+13053,Director,Byron Howard
+13053,Sound Re-Recording Mixer,David E. Fluhr
+13053,Executive Music Producer,Chris Montan
+13053,Orchestrator,Germaine Franco
+13053,Animation,Sam Marin
+13053,Animation,Nik Ranieri
+13053,Supervising Sound Editor,Frank E. Eulner
+13053,Music Editor,Earl Ghaffari
+13053,Animation,Patrick Osborne
+13053,Music Editor,Thomas A. Carlson
+13053,Sound Effects Editor,Scott Guitteau
+13053,Animation,Dougg Williams
+13053,Visual Development,Bill Perkins
+13053,Layout,Thomas Baker
+13053,Animation,Brian Menz
+13053,Animation,James Baker
+13053,Animation,Marlon Nowe
+13053,Modeling,Dan Tanaka
+13053,Layout,Brian Kesinger
+13053,Visual Development,Jean-Christophe Poulain
+13053,Visual Development,Dan Read
+13053,Animation,Danny Wawrzaszek
+13053,Animation,Alex Kupershmidt
+13053,Visual Effects Supervisor,John Murrah
+13053,Technical Supervisor,Hank Driskill
+13053,Visual Development,Jerry Loveland
+13053,Sequence Leads,Brian Leach
+13053,Lighting Supervisor,Ernest J. Petti
+13053,Character Designer,Jin Kim
+13053,Animation,Ethan Hurd
+13053,Modeling,Leo Sanchez Barbosa
+13053,Supervising Animator,Renato Dos Anjos
+13053,Supervising Animator,Mark Mitchell
+13053,Supervising Animator,Wayne Unten
+13053,Sequence Leads,Mohit Kallianpur
+13053,Visual Development,Mac George
+13053,Modeling,Philippe Brochu
+13053,Modeling,Greg Martin
+13053,Layout,Dustin Pappas
+13053,Animation,Darrin Butters
+13053,Animation,Katie Cheang
+13053,Animation,Kevin Chesnos
+13053,Animation,Youngjae Choi
+13053,Animation,Simon Christen
+13053,Animation,Adam Dykstra
+13053,Animation,Brent Romman
+13053,Animation,Anthea Kerou
+13053,Animation,Scott C. Lemmer
+13053,Animation,Rebecca Perez
+13053,Animation,Scott Robideau
+13053,Animation,Tony Smeed
+13053,Animation,Lindsay Vader Galien
+19585,Screenplay,Cormac Wibberley
+19585,Director,Hoyt Yeatman
+57165,Editor,Martin Walsh
+57165,Costume Design,Jany Temime
+57165,Original Music Composer,Javier Navarrete
+57165,Executive Producer,Callum McDougall
+57165,Production Design,Charles Wood
+57165,Executive Producer,Thomas Tull
+57165,Director,Jonathan Liebesman
+57165,Art Direction,Mike Stallion
+57165,Supervising Art Director,Ray Chan
+57165,Set Decoration,Lee Sandales
+57165,Art Direction,Thomas Brown
+57165,Costume Supervisor,Annie Crawford
+57165,VFX Artist,Aaron Williams
+57165,Visual Effects,VFx Star
+62213,Director,Tim Burton
+62213,Original Music Composer,Danny Elfman
+62213,Costume Design,Colleen Atwood
+62213,Executive Producer,Tim Headington
+62213,Screenplay,Seth Grahame-Smith
+177677,Casting,Lucinda Syson
+177677,Art Direction,Florian Reichmann
+177677,Director of Photography,Robert Elswit
+177677,Casting,Mindy Marin
+177677,Production Design,James D. Bissell
+177677,Director,Christopher McQuarrie
+177677,Supervising Sound Editor,James Mather
+177677,Art Direction,Steve Carter
+177677,Casting Associate,Kara Lipson
+177677,Original Music Composer,Joe Kraemer
+177677,Digital Intermediate,Stefan Sonnenfeld
+177677,Set Decoration,John Bush
+177677,Art Direction,Matthew Gray
+177677,Sound Mixer,Chris Munro
+177677,Costume Supervisor,Charlotte Finlay
+177677,Art Direction,Andrew Bennett
+177677,Sound Effects Editor,Jed Loughran
+177677,Music Editor,Simon Changer
+177677,Assistant Art Director,Robert Hochstoeger
+177677,Sound Effects Editor,Ben Meechan
+177677,Special Effects Coordinator,Jess Lewington
+177677,Visual Effects Producer,Kim Phelan
+177677,Foley,Jack Stew
+177677,Art Direction,Aziz Hamichi
+177677,Camera Operator,Andrew Rowlands
+177677,First Assistant Editor,Tom Harrison-Read
+177677,Hair Designer,Sarah Monzani
+177677,Assistant Art Director,Charles Leatherland
+177677,Visual Effects Supervisor,David Vickery
+177677,Rigging Gaffer,Steve Kitchen
+177677,Hairstylist,Francesco Alberico
+177677,Special Effects Supervisor,Elia P. Popov
+177677,Visual Effects Editor,Struan Farquhar
+177677,Set Costumer,Laura Bailey
+177677,Set Decoration,Abdenabi Izlaguen
+177677,Makeup Artist,Kirsty Mcqueen
+177677,3D Supervisor,Oliver Cubbage
+177677,Sequence Supervisor,Mattias Forsström
+177677,Special Effects Supervisor,Dominic Tuohy
+177677,Additional Camera,Carlos De Carvalho
+7978,Production Design,Rick Heinrichs
+7978,Music Editor,Bill Abbott
+7978,Casting,Priscilla John
+7978,Director,Joe Johnston
+7978,Supervising Art Director,Andy Nicholson
+7978,Screenplay,Andrew Kevin Walker
+7978,Producer,Scott Stuber
+7978,Executive Producer,Ryan Kavanaugh
+7978,Music Editor,Scott Stambler
+7978,Sound Re-Recording Mixer,Chris Jenkins
+7978,Music Editor,Shie Rozow
+7978,Music Editor,Derek Somaru
+5559,Producer,Christina Steinberg
+5559,Director,Steve Hickner
+5559,Director,Simon J. Smith
+5559,Screenplay,Barry Marder
+5559,Screenplay,Andy Robin
+5559,Producer,Cameron Stevning
+5559,Costume Design,Jane Poole
+5559,Animation,Chris Bancroft
+5559,Art Direction,Christophe Lautrette
+5559,Animation,Simon Otto
+5559,Art Department Manager,Pat Sito
+49444,Editor,Maryann Brandon
+49444,Editor,Clare De Chenu
+49444,Director,Jennifer Yuh Nelson
+49444,Music Editor,Adam Milo Smalley
+49444,Sound Re-Recording Mixer,James Bolt
+49444,Layout,Kendra Vander Vliet
+49444,Compositors,Claire Williams
+49444,Animation,Steve Cunningham
+49444,Layout,Josh LaBrot
+49444,Production Design,Raymond Zibach
+10196,Director,M. Night Shyamalan
+956,Producer,Tom Cruise
+956,Costume Design,Colleen Atwood
+956,Casting,April Webster
+956,Producer,Paula Wagner
+956,Makeup Artist,Michèle Burke
+956,Director,J.J. Abrams
+956,Editor,Mary Jo Markey
+956,Production Design,Scott Chambliss
+117251,Director,Roland Emmerich
+117251,Costume Design,Lisy Christl
+117251,Producer,Laeta Kalogridis
+117251,Producer,James Vanderbilt
+117251,Writer,James Vanderbilt
+117251,Set Decoration,David Laramy
+117251,Lighting Technician,Valentin Toncu
+50321,Director,Simon Wells
+50321,Animation,Michael Parks
+50321,Lighting Technician,James Sathre
+50321,Animation,Jimmy Almeida
+11619,Additional Writing,Robert Nelson Jacobs
+11619,Original Music Composer,Harry Gregson-Williams
+11619,Screenplay,Dick Clement
+11619,Director,David Bowers
+11619,Screenplay,William Davies
+11619,Director,Sam Fell
+11619,Producer,Cecil Kramer
+11619,Director of Photography,Brad Blackbourn
+11619,Supervising Animator,Fabrice Joubert
+11619,Producer,Maryann Garger
+266647,Casting,Jina Jay
+266647,Director of Photography,Seamus McGarvey
+266647,Original Music Composer,John Powell
+266647,Producer,Paul Webster
+266647,Director,Joe Wright
+266647,Screenplay,Jason Fuchs
+266647,Music Editor,Jason Ruder
+266647,Script Supervisor,Zoe Morgan
+266647,Boom Operator,Chris Murphy
+82703,Director,Rob Minkoff
+82703,Executive Producer,Tiffany Ward
+82703,Characters,Ted Key
+652,Producer,Colin Wilson
+652,Director,Wolfgang Petersen
+652,Screenplay,David Benioff
+652,Producer,Diana Rathbun
+652,Co-Producer,Winston Azzopardi
+652,Camera Operator,Paul Bond
+652,Art Direction,Andy Nicholson
+652,Art Direction,Marco Niro
+652,Sound Effects Editor,Christopher Assells
+652,Sound Editor,Matt Grimes
+652,Supervising Art Director,John King
+652,Production Supervisor,Zakaria Alaoui
+652,Prosthetic Supervisor,Nik Dorning
+652,Property Master,Terry Wells
+652,First Assistant Sound Editor,Alistair Hawkins
+652,Security,David Lindsay
+652,CG Supervisor,Gary Brozenich
+652,Gaffer,Chuck Finch
+652,Assistant Art Director,Anthony Caron-Delion
+652,Production Coordinator,Khalid Banoujaafar
+652,First Assistant Editor,Jane Winkles
+652,Foley,Harry Barnes
+652,Orchestrator,Jon Kull
+652,Orchestrator,Randy Kerber
+652,Sound Mixer,Ed Colyer
+652,Painter,Jamie Shelley
+652,Seamstress,Gina Bonello
+652,Chef,Massimo Zei
+652,Software Engineer,Piotr Stanczyk
+652,Special Effects Coordinator,Andrea Williams
+652,Lighting Supervisor,Alec Knox
+652,Production Manager,Ian Hickinbotham
+652,Boom Operator,Jaya Bishop
+80321,Director,Conrad Vernon
+80321,Director,Eric Darnell
+80321,Director,Tom McGrath
+80321,Producer,Mireille Soria
+80321,Visual Development,Goro Fujita
+36669,Director,Lee Tamahori
+36669,Producer,Barbara Broccoli
+36669,Producer,Michael G. Wilson
+43074,Supervising Art Director,Beat Frutiger
+43074,Makeup Department Head,Trish Seeney
+43074,Executive Producer,Joe Medjuck
+43074,Director,Paul Feig
+43074,Executive Producer,Paul Feig
+43074,Art Direction,Lorin Flemming
+43074,Supervising Sound Editor,Andrew DeCristofaro
+43074,Art Direction,Bradley Rubin
+43074,Foley,Rick Owens
+43074,Set Costumer,Tricia Yoo
+43074,Casting Associate,John Peter Kousakis
+43074,Visual Effects Producer,Ineke Majoor
+43074,Sound Re-Recording Mixer,Mark Paterson
+43074,Camera Operator,Casey Hotchkiss
+43074,Supervising Sound Editor,Becky Sullivan
+43074,Dialogue Editor,Laura Harris Atkinson
+43074,Gaffer,Jarred Waldron
+43074,Makeup Artist,Janine Rath
+43074,Visual Effects Producer,Brian Drewes
+43074,Visual Effects Producer,Nancy St. John
+43074,Makeup Artist,Pamela S. Westmore
+43074,Art Direction,Iain McFadyen
+43074,Script Supervisor,Rebecca Breckel
+43074,Helicopter Camera,Richard Roles
+43074,Special Effects Supervisor,Mark Hawker
+43074,Key Hair Stylist,Dennis Bailey
+43074,Assistant Costume Designer,Jennifer Starzyk
+43074,Music Editor,Erica Weis
+43074,Gaffer,John Vecchio
+43074,First Assistant Editor,Ken O'Keefe
+43074,Additional Photography,Eric Laudadio
+43074,Set Costumer,Cesha Ventre
+43074,Conceptual Design,Annis Naeem
+43074,Casting Associate,Ben Harris
+43074,Set Costumer,Erica Suzanne Scott
+43074,Visual Effects Producer,William Maurer
+43074,Makeup Department Head,Natalie Young
+43074,Associate Producer,Alex Plapinger
+95,Assistant Art Director,Doug J. Meerdink
+95,Director,Michael Bay
+95,Screenplay,Robert Roy Pool
+95,Director of Photography,John Schwartzman
+95,Art Direction,Lawrence A. Hubbs
+95,Costume Design,Magali Guidasci
+95,Sound Effects Editor,Tom Myers
+95,Screenplay,J.J. Abrams
+95,Sound Re-Recording Mixer,Greg P. Russell
+95,Set Designer,Domenic Silvestri
+95,Dialogue Editor,Gloria D'Alessandro
+95,Makeup Department Head,Edouard F. Henriques
+95,Gaffer,Andy Ryan
+95,Visual Effects Supervisor,Richard E. Hollander
+95,Dialogue Editor,Karen Spangenberg
+95,Still Photographer,Frank Masi
+95,Set Designer,Bill Taliaferro
+95,Steadicam Operator,David Emmerichs
+95,Construction Coordinator,Byron K. Autrey
+95,Sculptor,Grey Hill
+95,Visual Effects Supervisor,Erik Nash
+95,Visual Effects Supervisor,Bruce Nicholson
+95,Visual Effects Producer,Rae Griffith
+95,Visual Effects Producer,Krystyna Demkowicz
+95,Transportation Coordinator,Bryce Guy Williams
+95,Script Supervisor,Karen Golden
+95,Publicist,Gabriela Gutentag
+95,Location Manager,Richard Klotz
+95,Visual Effects Supervisor,Richard R. Hoover
+95,Casting Associate,Alison E. McBryde
+95,Key Hair Stylist,Lee Ann Brittenham
+95,Rigging Gaffer,Jeffrey P. Soderberg
+608,Casting,Ronna Kress
+608,Executive Producer,Steven Spielberg
+608,Original Music Composer,Danny Elfman
+608,Set Decoration,Cheryl Carasik
+608,Production Design,Bo Welch
+608,Director,Barry Sonnenfeld
+608,Costume Design,Mary E. Vogt
+608,Editor,Richard Pearson
+608,Editor,Steven Weisberg
+608,Makeup Artist,Chad Waters
+608,Special Effects,Jim Beinke
+608,Stunt Coordinator,Charles Croughwell
+608,Key Makeup Artist,Deborah La Mia Denaver
+608,Sculptor,Fred Arbegast
+608,Assistant Art Director,François Audouy
+608,Screenplay,Robert Gordon
+608,Second Unit Cinematographer,Artie Malesci
+608,Sequence Leads,Chris Armstrong
+608,Assistant Property Master,Scott Getzinger
+608,Title Designer,Pablo Ferro
+608,Associate Producer,Marc Haimes
+608,Sound Recordist,Jesse Ehredt
+608,Prosthetic Makeup Artist,Deborah Rutherford
+608,Associate Editor,JC Bond
+608,Creature Design,Jeff Jingle
+608,Painter,Francesco Ferrara
+608,Apprentice Sound Editor,Rick Chefalas
+608,Set Medic,Rich Fellegara
+608,Security,Joseph Keideth
+608,Additional Photography,Zac Jackson
+608,Set Dresser,Ross La Terra
+608,CGI Supervisor,Daniel Eaton
+608,Craft Service,John 'Magic' Wright
+608,Loader,Steven Cueva
+608,Propmaker,Derek du Bellier
+608,Best Boy Electric,Michael Alexonis
+608,Lighting Supervisor,Alberto Noti
+608,Production Coordinator,Matt DiFranco
+608,Researcher,Thomas Dilligan
+608,Assistant Production Coordinator,Jules Carideo
+608,Grip,Eric Budlong
+608,Dolly Grip,Michael S. Epley
+608,Casting Assistant,Connie Czernek
+2310,Director,Robert Zemeckis
+2310,Producer,Robert Zemeckis
+2310,Producer,Steve Starkey
+2310,Second Unit,Steve Starkey
+2310,Screenplay,Roger Avary
+2310,Art Direction,Greg Papalia
+2310,Screenplay,Neil Gaiman
+2310,Executive Producer,Jack Rapke
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+2310,Makeup Artist,Heather Plott
+2310,Original Music Composer,Glen Ballard
+2310,Visual Effects Supervisor,Alex Bicknell
+2310,Producer,Jacqueline M. Lopez
+2310,Producer,Peter M. Tobyansen
+2310,CG Supervisor,Theodore Bialek
+2310,Sound Effects Editor,Douglas Murray
+2310,Music Editor,Ryan Rubin
+140300,Co-Producer,Glenn Berger
+140300,Director,Jennifer Yuh Nelson
+140300,Director,Alessandro Carloni
+140300,Animation,Julien Bocabeille
+140300,Technical Supervisor,Megha Davalath
+140300,Animation,Bill Diaz
+140300,Animation,Scott Raymond
+140300,Modeling,Bonnie Robinson Stewart
+140300,Animation,Baptiste Rogron
+56292,Costume Design,Michael Kaplan
+56292,Director,Brad Bird
+56292,Executive Producer,Jeffrey Chernov
+56292,Line Producer,Tabrez Noorani
+56292,Screenplay,Josh Appelbaum
+56292,Co-Producer,Josh Appelbaum
+56292,Co-Producer,Tom C. Peitzman
+56292,Co-Producer,Tommy Harper
+56292,Compositors,Michael Queen
+81188,Producer,Christina Steinberg
+81188,Novel,William Joyce
+81188,Director,Peter Ramsey
+81188,Layout,Kendra Vander Vliet
+81188,Art Department Manager,Chris Appelhans
+7552,Costume Design,Julie Weiss
+7552,Music,Theodore Shapiro
+7552,Supervising Art Director,Troy Sizemore
+7552,Set Decoration,Garrett Lewis
+7552,Director of Photography,Jerzy Zielinski
+7552,Director,Dean Parisot
+7552,Music Supervisor,Randall Poster
+7552,Screenplay,Nicholas Stoller
+7552,Unit Production Manager,Mary Kane
+7552,Executive Producer,Peter Bart
+7552,Executive Producer,Max Palevsky
+7552,Associate Producer,Linda Fields
+7552,Costume Supervisor,Nancy McArdle
+7552,Special Effects Coordinator,Bruno Van Zeebroeck
+7552,Art Department Coordinator,Palma Bellardoni
+616,Original Music Composer,Hans Zimmer
+616,Producer,Tom Cruise
+616,Casting,Victoria Thomas
+616,Production Design,Lilly Kilvert
+616,Director,Edward Zwick
+616,Screenplay,Edward Zwick
+616,Producer,Edward Zwick
+616,Producer,Marshall Herskovitz
+616,Executive Producer,Richard Solomon
+147441,Music,Alberto Iglesias
+147441,Director,Ridley Scott
+147441,Screenplay,Steven Zaillian
+147441,Casting,Nina Gold
+147441,Sound Designer,James Harrison
+147441,Producer,Michael Schaefer
+147441,Hairstylist,Nicola Buck
+147441,Second Unit Cinematographer,Flavio Martínez Labiano
+147441,Visual Effects Supervisor,Peter Chiang
+147441,Art Direction,Luigi Marchione
+147441,Set Decoration,Celia Bobak
+147441,Editor,Billy Rich
+147441,Art Direction,Gavin Fitch
+147441,Sound Designer,Michael Fentum
+147441,Music Editor,Tony Lewis
+147441,Script Supervisor,Julia Chiavetta
+147441,Visual Effects Supervisor,Simon Carr
+147441,Script Supervisor,Annie Penn
+147441,Foley,Jack Stew
+147441,Foley,Andrea King
+147441,Visual Effects Producer,Stefan Drury
+147441,Wigmaker,Alex Rouse
+147441,Visual Effects Editor,Xinyi Puah
+147441,Sound Designer,Oliver Tarney
+147441,Visual Effects Editor,Aled Robinson
+147441,Wigmaker,Ray Marston
+147441,Animatronic and Prosthetic Effects,Darren Robinson
+147441,Animatronic and Prosthetic Effects,Peter Hawkins
+147441,Makeup Artist,Nora Robertson
+147441,Dialect Coach,Roisin Carty
+147441,Art Direction,Óscar Sempere
+147441,Hairstylist,Pippa Woods
+147441,Hairstylist,Alexis Continente
+147441,Animatronic and Prosthetic Effects,Matthew MacMurray
+147441,Lead Painter,Alan Gooch
+147441,Animation Supervisor,Stafford Lawrence
+147441,Visual Effects Editor,Shawn Broes
+147441,Visual Effects Editor,Lauren Camilleri
+147441,Visual Effects Producer,Paul Kolsanoff
+147441,Visual Effects Producer,Daniel Matley
+147441,Visual Effects Producer,Charlotte Raffi
+147441,Visual Effects Editor,Mark S. Wright
+147441,Visual Effects Supervisor,Jessica Norman
+147441,CG Supervisor,Daniel Pastore
+147441,Costume Supervisor,Cristina Sopeña
+147441,Transportation Coordinator,Melina Frías
+147441,Transportation Coordinator,David Louis Jones
+147441,Transportation Coordinator,Aline Rajan-Harjani
+147441,Location Manager,Ahmed Sobhy
+13475,Casting,April Webster
+13475,Director,J.J. Abrams
+13475,Executive Producer,Alex Kurtzman
+13475,Director of Photography,Daniel Mindel
+13475,Set Decoration,Karen Manthey
+13475,Executive Producer,Bryan Burk
+13475,Digital Effects Supervisor,Mike Marcuzzi
+557,Sound Effects Editor,Peter Brown
+557,Director,Sam Raimi
+557,Author,Steve Ditko
+557,Producer,Ian Bryce
+557,Executive Producer,Avi Arad
+557,Set Decoration,Karen O'Hara
+557,Art Direction,Tony Fanning
+557,Music Editor,Zigmund Gron
+557,Color Timer,Jim Passon
+557,Visual Effects Producer,Jacquie Barnbrook
+557,Assistant Art Director,François Audouy
+557,Orchestrator,Steve Bartek
+557,Assistant Costume Designer,Lisa Tomczeszyn
+557,Stunt Coordinator,Ching Siu-Tung
+557,Transportation Captain,Randy Peters
+557,Conceptual Design,Miles Teves
+557,Dialogue Editor,David A. Arnold
+557,Video Assist Operator,Michael J. Hogan
+557,Script Supervisor,Susana Preston
+557,Scenic Artist,Ann Marie Auricchio
+557,Construction Coordinator,Jim Ondrejko
+557,Visual Effects,Alyssa Fong
+557,Set Costumer,Sonya M. Andonov
+557,Craft Service,Amin Chande
+557,Utility Stunts,Kevin Abercrombie
+557,Systems Administrators & Support,Mitch Goldstrom
+557,Production Accountant,Denise Morgan McGrath
+557,CG Supervisor,Daniel Eaton
+557,Grip,Tony Arnaud
+557,Lead Painter,Mike Larrabee
+557,Painter,Daren Cornell
+557,Set Decoration Buyer,Joanna Venezky
+557,Camera Operator,Thane Berti
+557,Hairstylist,Carol 'Ci Ci' Campbell
+557,Makeup Effects,Mike Manzel
+557,Set Medic,Scott 'Ice Paq' Baron
+557,Set Production Assistant,Heather Wusterbarth
+557,Boom Operator,Christopher O'Donnell
+557,I/O Supervisor,Dennis Webb
+82702,Original Music Composer,John Powell
+82702,Producer,Bonnie Arnold
+82702,Thanks,Guillermo del Toro
+82702,Co-Producer,Doug Davison
+82702,Co-Producer,Roy Lee
+82702,Director,Dean DeBlois
+82702,Other,Rodrigo Blaas
+82702,Production Controller,Brent Hutchinson
+82702,Production Manager,John Swanson
+82702,Sound Effects Editor,Jeremy Bowker
+82702,Storyboard,Simon Otto
+82702,Animation,Bill Diaz
+82702,Co-Producer,Michael A. Connolly
+205584,Music,Marco Beltrami
+205584,Production Design,Owen Paterson
+205584,Director,Alex Proyas
+205584,Producer,Alex Proyas
+205584,Digital Intermediate,Simon Alberry
+205584,Set Decoration,Nicki Gardiner
+205584,Foley,John Simpson
+205584,Dialogue Editor,Derryn Pasquill
+205584,Camera Operator,Peter McCaffrey
+205584,Gaffer,Shaun Conway
+205584,Script Supervisor,Kira Bohn
+205584,Animation Director,Jarrod Anderson
+205584,Animation,Jimmy Almeida
+205584,Sound Effects Editor,Mario Gabrieli
+205584,Sound Effects Editor,Rick Lisle
+205584,Camera Operator,Andrew Johnson
+205584,First Assistant Camera,David Elmes
+205584,Sound Effects Editor,Nigel Christensen
+205584,Sound Recordist,Peter Grace
+205584,CG Supervisor,Pawel Olas
+205584,CG Supervisor,Sylvain Theroux
+205584,CG Supervisor,Martin Pelletier
+205584,Makeup Effects,Kala Harrison
+205584,Makeup Effects,Emily Hayward
+205584,Makeup Effects,Colin Ware
+205584,Digital Intermediate,Stephen F. Newnam
+10048,Original Music Composer,BT
+10048,Art Direction,Charlie Revai
+10048,Director,Rob Cohen
+10048,Producer,Mike Medavoy
+10048,Executive Producer,E. Bennett Walsh
+10048,Set Decoration,Suza Maybury
+10048,Animation,Angie Jones
+13183,Production Design,Alex McDowell
+13183,Novel,Alan Moore
+13183,Director,Zack Snyder
+13183,Director of Photography,Larry Fong
+13183,Casting,Kristy Carlson
+13183,Art Direction,Helen Jarvis
+13183,Screenplay,David Hayter
+13183,Graphic Novel Illustrator,Dave Gibbons
+944,Editor,Frank J. Urioste
+944,Director,Richard Donner
+944,Music Editor,Zigmund Gron
+944,Second Unit Cinematographer,Conrad E. Palmisano
+944,Original Music Composer,David Sanborn
+944,Director of Photography,Andrzej Bartkowiak
+944,Editor,Kevin Stitt
+944,Set Decoration,Lauri Gaffin
+944,Costume Design,Ha Nguyen
+944,Story,Miles Millar
+944,Story,Jonathan Lemkin
+944,Additional Camera,Steve Adcock
+944,Production Illustrator,Marc Baird
+944,Set Medic,Louis Farah
+944,Set Designer,Charisse Cardenas
+944,Post Production Supervisor,Ilyse A. Reutlinger
+944,Assistant Sound Editor,Baylis Glascock
+944,Set Costumer,Charlene Amateau
+944,Associate Producer,Jennifer Gwartz
+944,Studio Teachers,Laura Gary
+944,Unit Publicist,Andrew Lipschultz
+944,Camera Operator,Ray De La Motte
+944,Color Timer,Dale E. Grahn
+944,Armorer,David Fencl
+944,Hairstylist,Kareen Boursier
+944,Rigging Gaffer,Richard Hartley
+944,Boom Operator,Todd Bassman
+944,Additional Music,Marcus Miller
+944,Loader,Jacobus Marcus
+944,Special Effects Coordinator,Jon G. Belyeu
+944,Electrician,Christian J. Killingsworth
+1927,Casting,Avy Kaufman
+1927,Production Design,Rick Heinrichs
+1927,Original Music Composer,Danny Elfman
+1927,Director,Ang Lee
+1927,Story,James Schamus
+1927,Editor,Tim Squyres
+1927,Supervising Sound Editor,Eugene Gearty
+1927,Director of Photography,Frederick Elmes
+1927,First Assistant Editor,Craig Alpert
+1927,Set Designer,Roy Barnes
+1927,Costume Design,Marit Allen
+1927,Makeup Artist,Gretchen Davis
+1927,Music Editor,Ellen Segal
+1927,Animation Supervisor,Colin Brady
+1927,Pilot,Cliff Fleming
+1927,Screenplay,John Turman
+1927,Sequence Supervisor,Ian Christie
+1927,Digital Compositors,Leah Anton
+1927,Foley Editor,Frank Kern
+1927,Production Sound Mixer,Drew Kunin
+1927,Supervising ADR Editor,Gwendolyn Yates Whittle
+1927,Construction Coordinator,John Hoskins
+1927,Associate Producer,Cheryl A. Tkach
+1927,Unit Publicist,Rachel Aberly
+1927,Aerial Director of Photography,Hans Bjerno
+1927,Property Master,Jerry Moss
+1927,Visual Effects Producer,Lindsay Hallett
+1927,Assistant Art Director,Mariko Braswell
+1927,Steadicam Operator,Dan Kneece
+1927,Sculptor,Jeff Frost
+1927,Makeup Effects,Norman Cabrera
+1927,Scoring Mixer,Robert Fernandez
+1927,Production Supervisor,Michael J. Malone
+1927,Sound,James J. Mase
+1927,3D Artist,Bryan Thombs
+1927,Location Manager,Rory Enke
+1927,Art Department Assistant,Ethan Goodwin
+1927,Painter,Donnie Grant
+1927,Additional Camera,Jamie Maxtone-Graham
+1927,Assistant Costume Designer,Tasha Le Mel
+1927,Stunts,Eric Abrahamson
+1927,Production Coordinator,Jennifer Campbell
+1927,Negative Cutter,Gary Burritt
+1927,Dolly Grip,Chris Gordon
+1927,Key Costumer,Diana Wilson
+72559,Director,Jon M. Chu
+72559,Director of Photography,Stephen F. Windon
+72559,Art Direction,Alan Hook
+72559,Art Direction,Luke Freeborn
+72559,Compositors,Dhumal Sagar
+7364,Producer,Stephanie Austin
+7364,Original Music Composer,Clint Mansell
+7364,Screenplay,James V. Hart
+7364,Art Direction,Tony Reading
+7364,Co-Producer,Henning Molfenter
+7364,Script Supervisor,Jean Bourne
+7364,Sound Effects Editor,Mark Auguste
+7364,Director,Breck Eisner
+7364,Screenplay,John C. Richards
+7364,Producer,Howard Baldwin
+7364,Line Producer,Chris Thompson
+7364,Co-Producer,Denise O'Dell
+7364,Associate Producer,Andrew Reif
+7364,Propmaker,Dan Frye
+7364,Dolby Consultant,James Seddon
+7364,First Assistant Sound Editor,Paul Apted
+7364,First Assistant Editor,Tom Harrison-Read
+7364,Prosthetic Makeup Artist,John Cormican
+7364,Hairstylist,Karen Dawson
+7364,Makeup Artist,Karen Dawson
+7364,First Assistant Director,Christopher Newman
+7364,Location Scout,David Manzanares
+7364,Armorer,John Nixon
+7364,Music Supervisor,Lindsay Fellows
+7364,Key Grip,Gary Hutchings
+7364,Best Boy Electric,Peter Chester
+7364,Electrician,Andy Bell
+2114,Original Music Composer,Elliot Goldenthal
+2114,Director,Hironobu Sakaguchi
+2114,Director,Motonori Sakakibara
+2114,Screenplay,Jack Fletcher
+2114,Casting,Jack Fletcher
+2114,Producer,Chris Lee
+2114,Sound Re-Recording Mixer,Randy Thom
+2114,Visual Effects Art Director,Takahiko Akiyama
+2114,Sound Effects Editor,Robert Shoup
+2114,Sound Effects Editor,David C. Hughes
+2114,Conceptual Design,Patrick Janicke
+2114,Creature Design,Yasushi Nirasawa
+2114,Stunt Coordinator,Colin C.L. Fong
+1771,Supervising Art Director,John Dexter
+1771,Casting,Priscilla John
+1771,Director,Joe Johnston
+1771,Producer,Kevin Feige
+1771,Executive Producer,Nigel Gostelow
+1771,Art Direction,Phil Harvey
+1771,Executive Producer,Alan Fine
+1771,Set Decoration,John Bush
+1771,Art Direction,Jason Knox-Johnston
+1771,Producer,Stephen Broussard
+1771,First Assistant Editor,Kiran Pallegadda
+1771,Sculptor,Darren Fitzsimons
+1771,Set Designer,Mike Stassi
+1771,ADR & Dubbing,Susan Dudeck
+1771,Still Photographer,Jay Maidment
+1771,Dialogue Editor,Larry Kemp
+1771,Still Photographer,Susie Allnutt
+1771,Visual Effects Editor,John Berri
+1771,Music Editor,Barbara McDermott
+1771,Sound Designer,Daniel Pagan
+1771,Helicopter Camera,John Marzano
+1771,Visual Effects Supervisor,Paul Stemmer
+1771,Hairstylist,Linda D. Flowers
+1771,Sculptor,Monika Schellenberge
+1771,Greensman,Craig Whiteford
+1771,Visual Effects Supervisor,Jonathan Harb
+1771,Visual Effects Supervisor,Christopher Townsend
+1771,Visual Effects Producer,Melinka Thompson-Godoy
+1771,CG Supervisor,Votch Levi
+1771,CG Supervisor,Douglas Bloom
+1771,CG Supervisor,Pete Bebb
+1771,CG Supervisor,Pouyan Navid
+1771,CG Supervisor,Pavel Pranevsky
+1771,Steadicam Operator,Pete Cavaciuti
+1771,Additional Camera,David Knox
+1771,Gaffer,Dan Riffel
+1771,Location Manager,Ali James
+1771,Location Manager,Tom Crooke
+1771,Storyboard,Jane Wu
+1771,Stunts,Brian Avery
+36643,Characters,Ian Fleming
+36643,Production Design,Peter Lamont
+36643,Original Music Composer,David Arnold
+36643,Editor,Jim Clark
+36643,Casting,Debbie McWilliams
+36643,Producer,Barbara Broccoli
+36643,Line Producer,Anthony Waye
+36643,Sound Re-Recording Mixer,John Hayward
+36643,Sound Re-Recording Mixer,Richard Pryke
+36643,Story,Robert Wade
+36643,Director,Michael Apted
+36643,First Assistant Editor,Simon Cozens
+36643,Sound mixer,Chris Munro
+36643,Sound Re-Recording Mixer,Michael A. Carter
+36643,Script Supervisor,Nikki Clapp
+36643,Sound Re-Recording Mixer,Graham V. Hartstone
+8619,Casting,Mary Selway
+8619,Co-Producer,Bob Weinstein
+8619,Director,Peter Weir
+8619,Screenplay,Peter Weir
+8619,Second Unit Cinematographer,David R. Ellis
+8619,Producer,Duncan Henderson
+8619,Assistant Art Director,Kevin Ishioka
+8619,Color Timer,Jim Passon
+8619,Art Direction,Mark W. Mansbridge
+8619,Visual Effects Supervisor,Stefen Fangmeier
+8619,Set Designer,Bill Hiney
+8619,Executive Producer,Alan B. Curtiss
+8619,Producer,Samuel Goldwyn Jr.
+8619,Original Music Composer,Iva Davies
+8619,Sound Recordist,Tim Gomillion
+8619,Dialect Coach,Judy Dickerson
+8619,Post-Production Manager,Patrick Esposito
+8619,Visual Effects Producer,Jeff Werner
+8619,Key Makeup Artist,Kate Biscoe
+8619,Stunt Coordinator,Daniel W. Barringer
+8619,Line Producer,Bridget Bourke
+8619,Unit Manager,Rafael Cuervo
+8619,Production Illustrator,Daren Dochterman
+8619,Visual Effects Producer,Julia Frey
+8619,Makeup Department Head,Edouard F. Henriques
+8619,Costume Supervisor,Dawn Y. Line
+8619,Production Coordinator,Andy Foster
+8619,Set Designer,Nick Navarro
+8619,Art Department Coordinator,Gerald Lehtola
+8619,Leadman,Christopher Neely
+8619,Boom Operator,Jeffrey A. Humphreys
+8619,Sound Effects Editor,Michael W. Mitchell
+8619,Visual Effects Supervisor,Pablo Helman
+8619,Camera Operator,George Billinger III
+8619,Camera Operator,Martha Susana Ramos
+8619,Camera Operator,Don Reddy
+8619,Local Casting,Kazimierz Suwala
+8619,Digital Intermediate,Hilda Saffari
+8619,Studio Teachers,Judith M. Brown
+8619,Script Supervisor,Wilma Garscadden-Gahret
+8619,Location Manager,Michael John Meehan
+8619,Thanks,Christopher Terrill
+8619,Still Photographer,Stephen Vaughan
+8619,Aerial Director of Photography,Phil Pastuhov
+8619,ADR Editor,Laura Graham
+8619,Makeup Effects,Gabriel De Cunto
+8619,Quality Control Supervisor,Timothy Michael Cairns
+8619,Rigging Grip,Oscar Gomez
+8619,Stand In,David Oliver
+8619,Technical Supervisor,Brian Gee
+8619,Unit Publicist,Sandy O'Neill
+8619,Best Boy Electric,Rick Maddux
+8619,Gaffer,David Lee
+8619,Second Assistant Director,David M. Bernstein
+8619,Foley,Nancy Parker
+8619,Assistant Property Master,Richard F. Anderson
+8619,Tailor,Rosa Isela Atondo
+8619,Marine Coordinator,Rick Hicks
+8619,Assistant Production Coordinator,Daniel A. Mondschain
+50620,Casting,Debra Zane
+50620,Producer,Karen Rosenfelt
+50620,Director,Bill Condon
+50620,Production Design,Richard Sherman
+50620,Producer,Stephenie Meyer
+50620,Casting,Sean Cossey
+50620,Animation Supervisor,Tom Gibbons
+50620,Music Editor,Adam Milo Smalley
+50620,Still Photographer,Andrew Cooper
+50620,Visual Effects Supervisor,John Bruno
+50620,Camera Operator,Sean M. Harding
+50620,Visual Effects Editor,Kosta Saric
+50620,Rigging Gaffer,Sean Oxenbury
+50620,CG Supervisor,Joel Sevilla
+50620,Lighting Artist,Howard R. Campbell
+50620,Key Hair Stylist,Forest Sala
+50620,Makeup Artist,Amanda McGowan
+50620,ADR & Dubbing,Robert Ulrich
+50620,Rigging Grip,Kevin McCloy
+50620,Assistant Costume Designer,Alison Fraser
+50620,Visual Effects Coordinator,Leslie Adkins-Garza
+50620,Visual Effects Coordinator,Yimi Tong
+50620,Visual Effects Coordinator,Niketa Roman
+65759,Original Music Composer,John Powell
+65759,Director,George Miller
+65759,Writer,George Miller
+65759,Executive Producer,Graham Burke
+65759,Co-Producer,Martin Wood
+65759,Art Direction,David Nelson
+65759,Animation,Avner Engel
+1724,Casting,Laray Mayfield
+1724,Executive Producer,Stan Lee
+1724,Producer,Kevin Feige
+1724,Director,Louis Leterrier
+1724,Script Supervisor,Louis Leterrier
+1724,Stunts,J.J. Makaro
+1724,Still Photographer,Michael Gibson
+267935,Director,Steven Spielberg
+267935,Producer,Steven Spielberg
+267935,Screenplay,Melissa Mathison
+267935,Supervising Art Director,Todd Cherniawsky
+267935,Co-Producer,Adam Somner
+281957,Producer,Steve Golin
+281957,Director,Alejandro González Iñárritu
+281957,Writer,Alejandro González Iñárritu
+281957,Producer,Arnon Milchan
+281957,Editor,Stephen Mirrione
+281957,Supervising Art Director,Michael Diner
+281957,Sound Designer,Lon Bender
+281957,Music,Bryce Dessner
+281957,Property Master,Mick Flowers
+281957,Foley,Rick Owens
+281957,Visual Effects Editor,Harry Yoon
+281957,Sound Effects Editor,D. Chris Smith
+281957,Art Department Coordinator,Shannon Courte
+281957,Sound Effects Editor,Hector C. Gika
+281957,Property Master,Dean Eilertson
+281957,Set Designer,Joe Wolkosky
+281957,Gaffer,Martin Keough
+281957,CG Supervisor,James Rustad
+281957,First Assistant Camera,Robert Settlemire
+281957,Casting Associate,Damian Barret
+281957,Assistant Costume Designer,Monique McRae
+281957,Seamstress,Wendy Foster
+281957,Seamstress,Petra Wright
+281957,Animation Supervisor,Matt Shumway
+281957,Construction Coordinator,John Dale
+281957,Digital Intermediate,Laura Holeman
+281957,Visual Effects Coordinator,Sarah Moussaif
+77950,Screenplay,David Soren
+77950,Director,David Soren
+77950,Cinematography,Chris Stover
+44896,Director,Gore Verbinski
+44896,Story,Gore Verbinski
+44896,Story,James Ward Byrkit
+44896,Animation,Chuck Duke
+270946,Director,Eric Darnell
+270946,Director,Simon J. Smith
+2503,Production Manager,Nigel Gostelow
+2503,Art Direction,Andy Nicholson
+2503,Original Music Composer,John Powell
+2503,ADR & Dubbing,Anna MacKenzie
+2503,Costume Design,Shay Cunliffe
+2503,Production Design,Peter Wenham
+2503,Screenstory,Tony Gilroy
+2503,Stunts,Cedric Proust
+2503,Director,Paul Greengrass
+2503,Producer,Patrick Crowley
+2503,Executive Producer,Jeff Kirschenbaum
+2503,Executive Producer,Donna Langley
+2503,Editor,Christopher Rouse
+2503,Stunts,Mick O'Rourke
+2503,Dialogue Editor,Kimaree Long
+2503,Sound Recordist,Joe Dzuban
+2503,Camera Operator,Klemens Becker
+2503,Construction Coordinator,Catherine Haugh
+2503,Camera Operator,Florian Emmerich
+2503,Sound Effects Editor,Jon Title
+2503,Dialogue Editor,Frederick H. Stahly
+2503,Production Manager,Toni Novella
+2503,Scenic Artist,Steve Rosenzweig
+2503,Helicopter Camera,Jeremy Braben
+2503,Scenic Artist,Christopher Weiser
+2503,Supervising Sound Editor,Karen Baker Landers
+2503,Sound Effects Editor,Peter Staubli
+2503,Dialogue Editor,Chris Hogan
+2503,Sound Effects Editor,Dan Hegeman
+2503,Key Hair Stylist,Martial Corneville
+2503,Art Department Coordinator,Gina Herold
+2503,Property Master,Allen J. Polley
+2503,Construction Coordinator,Ulrich Posselt
+2503,Greensman,Tim Lanning
+2503,Additional Camera,Guillaume Renberg
+2503,Digital Intermediate,Jimmy Fusil
+2503,Location Manager,Khalid Banoujaafar
+2503,Sound mixer,Gary Summers
+2503,Assistant Director,Chris Carreras
+9502,Original Music Composer,Hans Zimmer
+9502,Director,Mark Osborne
+9502,Director,John Stevenson
+102899,Sound Designer,David Farmer
+102899,Sound Re-Recording Mixer,Tom Johnson
+102899,Screenplay,Paul Rudd
+102899,Producer,Kevin Feige
+102899,Set Decoration,Leslie A. Pope
+102899,Supervising Sound Editor,Shannon Mills
+102899,Foley Editor,Dee Selby
+102899,Stunt Coordinator,Jeff Habberstad
+102899,Supervising Sound Editor,Daniel Laurie
+102899,Director,Peyton Reed
+102899,Comic Book,Larry Lieber
+102899,Set Designer,Chad S. Frey
+102899,Screenplay,Adam McKay
+102899,Unit Production Manager,JoAnn Perritano
+102899,Screenplay,Joe Cornish
+102899,Story,Joe Cornish
+102899,ADR Voice Casting,Barbara Harris
+102899,Set Designer,Dean Wolcott
+102899,Assistant Art Director,Sarah Contant
+102899,Costume Supervisor,Wendy M. Craig
+102899,First Assistant Director,Lars P. Winther
+102899,Dialogue Editor,Kim Foscato
+102899,Stunt Coordinator,Trevor Habberstad
+102899,Makeup Department Head,Heba Thorisdottir
+102899,Key Set Costumer,Bob Moore Jr.
+102899,Sound Designer,David C. Hughes
+102899,Visual Effects Editor,Kosta Saric
+102899,Key Hair Stylist,Yvette Stone
+102899,Sound Effects Editor,Jack Whittaker
+102899,Rigging Gaffer,Dennis J. Lootens
+102899,Hair Department Head,Janine Rath
+102899,Set Decoration Buyer,Samuel J. Tell
+102899,Key Costumer,Branden Marks
+102899,Fight Choreographer,Walter Garcia
+102899,Art Department Coordinator,Dustin Berry
+102899,Co-Producer,David J. Grant
+102899,Hairstylist,Michelle Diamantides
+102899,Assistant Art Director,Lauren Rosenbloom
+102899,Visual Effects Coordinator,Kelly Chow
+102899,Production Coordinator,Jenny Sandell
+102899,Music Editor,Jim Harrison
+102899,First Assistant Camera,Sean Hunter Moe
+102899,Production Controller,Sheilah Sullivan
+102899,Set Designer,John Moredock
+102899,Transportation Co-Captain,Rick Chouinard
+102899,Dolly Grip,Richard L. Carden
+102899,Compositors,Christopher Grandel
+102899,Foley Editor,Jim Likowski
+102899,Compositors,Ryan Laney
+102899,Compositors,Shiloe Swisher
+102899,Best Boy Electric,Michael Lowrance
+102899,Key Costumer,Grace Lambert Pyke
+102899,Epk Camera Operator,Sean Ricigliano
+102899,Transportation Captain,Tyson Weatherford
+101299,Producer,Jon Kilik
+101299,Director,Francis Lawrence
+101299,Stunt Coordinator,Chad Stahelski
+101299,Screenplay,Michael Arndt
+101299,Director of Photography,Jo Willems
+101299,Set Designer,Alan Au
+101299,Executive Producer,Louise Rosner-Meyer
+101299,Screenplay,Simon Beaufoy
+101299,Executive In Charge Of Production,Donna Sloan
+101299,Makeup Department Head,Ve Neill
+101299,Casting Associate,John McAlary\t
+101299,Set Designer,Easton Michael Smith
+101299,Set Designer,Harry E. Otto
+101299,Script Supervisor,Ana Maria Quintana
+101299,Art Direction,Adam Davis
+101299,Music Supervisor,Alexandra Patsavas
+101299,Production Supervisor,Adam McCarthy
+228161,Casting,Leslee Feldman
+228161,Editor,Nick Fletcher
+228161,Director,Tim Johnson
+228161,Story,Todd Wilderman
+228161,Animation Supervisor,Mark Donald
+228161,Production Design,Kathy Altieri
+228161,Lighting Coordinator,Betsy Nofsinger
+228161,Lighting Supervisor,Greg Lev
+228161,Lighting Supervisor,Ken Ball
+228161,Lighting Supervisor,Murali Babu Kodiparthi
+228161,Animation Supervisor,David Pate
+74,Original Music Composer,John Williams
+74,Casting,Debra Zane
+74,Director,Steven Spielberg
+74,Casting,Terri Taylor
+74,Special Effects,Cari Finken
+74,Author,David Koepp
+74,Sound Designer,Randy Thom
+74,Unit Production Manager,David Witz
+74,Scoring Mixer,Shawn Murphy
+74,Costume Supervisor,Deborah Dalton
+74,Carpenter,James Barron
+74,Stunts,G.A. Aguilar
+74,Foley,Gary A. Hecker
+74,Executive Producer,Damian Collier
+74,Visual Effects Supervisor,Matthew Gratzner
+74,Script Supervisor,Ana Maria Quintana
+74,Camera Operator,Timmy Cruz
+74,Sound Designer,Michael W. Mitchell
+74,Transportation Captain,Maxwell R. Johnson II
+74,Sculptor,Val Drake
+74,Camera Operator,Mitch Dubin
+74,Visual Effects Editor,Michael Gleason
+74,Hair Department Head,Kathryn Blondell
+74,Unit Publicist,Deborah Wuliger
+74,Set Costumer,Pam Aaron
+74,Greensman,David Corral
+74,Lighting Technician,Russell Griffith
+74,Sound Re-Recording Mixer,James Bolt
+74,Mechanical Designer,Enrique Bilsland
+74,Animation Supervisor,Jenn Emberly
+74,First Assistant Sound Editor,Andrew Bock
+74,Rigging Gaffer,Clay Liversidge
+74,Armorer,Harry Lu
+74,Still Photographer,Lee McLaughlin
+74,ADR & Dubbing,Linda Folk
+74,Rigging Grip,James Boniece
+74,Picture Car Coordinator,Michael J. Birnkrant
+74,Production Accountant,Tim L. Pearson
+74,Construction Foreman,Brian Feola
+74,Production Illustrator,James Clyne
+74,Layout,Colin Benoit
+74,Craft Service,Kendra Levenberg
+74,Post Production Assistant,Michael Pedraza
+74,Post Production Supervisor,Stephanie Ito
+74,Production Intern,Justin B. Tolley
+74,Set Production Assistant,Ian Calip
+74,Stand In,Kathryn Barnhardt
+74,Electrician,Robert Allen Jr.
+8961,Art Direction,David Lazan
+8961,Casting,Suzanne Smith
+8961,Director,Michael Bay
+8961,Original Music Composer,Trevor Rabin
+8961,Screenplay,Ron Shelton
+8961,Story,Ron Shelton
+8961,Special Effects Supervisor,John Frazier
+8961,Costume Design,Deborah Lynn Scott
+8961,Story,Cormac Wibberley
+8961,Unit Production Manager,John H. Starke
+8961,Orchestrator,Dave Metzger
+8961,Supervising ADR Editor,Kimberly Harris
+8961,Additional Music,Toby Chu
+8961,Special Sound Effects,Beau Borders
+8961,Set Decoration Buyer,Rosa Palomo
+8961,Aerial Coordinator,Alan D. Purwin
+8961,Camera Loader,Michael Watson
+8961,Makeup Artist,Debra Denson
+8961,Art Direction,J. Mark Harrington
+8961,First Assistant Editor,David Feldman
+8961,Visual Effects Producer,Blondel Aidoo
+8961,Steadicam Operator,David Emmerichs
+8961,Camera Operator,Philippe Carr-Forster
+8961,Unit Publicist,Gabriela Gutentag
+8961,Art Department Coordinator,Bruce Bisbey
+8961,Aerial Director of Photography,David B. Nowell
+8961,Sound Effects Editor,Suhail Kafity
+8961,Production Sound Mixer,Douglas J. Schulman
+8961,Gaffer,Justin Holdsworth
+8961,Visual Effects,Alyssa Fong
+8961,Second Unit,Robert Consing
+8961,Hairstylist,Lisa Mitchell
+8961,Rigging Gaffer,Jeffrey P. Soderberg
+8961,ADR Editor,Linda Folk
+8961,Digital Effects Supervisor,James Marbas
+8961,Additional Camera,Stephen Ciffone
+8961,Costume Illustrator,Lois DeArmond
+8961,Camera Intern,Travis Tarr
+8961,Picture Car Coordinator,Kevin Craig
+8961,Post Production Supervisor,Tami Goldman
+8961,Scenic Artist,Alejandra Martinez
+8961,Set Medic,George Schoendorfer
+8961,Stand In,Andre Blair
+8961,Utility Stunts,Lena Fennema
+8961,Digital Intermediate,Steve Mora
+8961,Best Boy Electric,Ben Kanegson
+8961,Dolly Grip,Jerry Bertolami
+8961,Second Assistant Director,Joe Lotito
+8961,Assistant Production Coordinator,Derek Di Biagio
+8961,Casting Assistant,Caitlin Rinderer
+8961,Utility Sound,Mike Schmidt
+8961,Lead Animator,Gary Abrahamian
+8961,Visual Effects Designer,Justin Blampied
+8961,Wigmaker,Marc Boyle
+417859,Casting,Leslee Feldman
+417859,Director,Chris Miller
+417859,Story,Tom Wheeler
+417859,Art Direction,Christian Schellewald
+417859,Editor,Erika Dapkewicz
+27576,Original Music Composer,James Newton Howard
+27576,Director of Photography,Robert Elswit
+27576,Director,Phillip Noyce
+27576,Production Design,Scott Chambliss
+27576,Costume Design,Sarah Edwards
+27576,Art Direction,Teresa Carriker-Thayer
+86834,Original Music Composer,Clint Mansell
+86834,Director,Darren Aronofsky
+86834,Producer,Darren Aronofsky
+86834,Writer,Darren Aronofsky
+86834,Supervising Art Director,Dan Webster
+86834,Editor,Andrew Weisblum
+86834,Thanks,Satoshi Kon
+86834,Dialect Coach,Jerome Butler
+86834,Art Direction,Deborah Jensen
+86834,Casting,Lindsay Graham
+86834,Sound Effects Editor,Coll Anderson
+86834,Creature Design,Neville Page
+86834,Art Direction,Atli Geir Grétarsson
+86834,Foley,Steve Baine
+86834,Sound Re-Recording Mixer,Dominick Tavella
+86834,Art Direction,Aaron McBride
+86834,Scenic Artist,Hannah Davis
+86834,Property Master,Sandy Hamilton
+86834,Sculptor,William Lance
+86834,Construction Coordinator,Nick Miller
+86834,Costume Supervisor,Nicole Greenbaum
+86834,Special Effects,David Greene
+17578,Director,Steven Spielberg
+17578,Producer,Carolynne Cunningham
+17578,Associate Producer,Adam Somner
+17578,Supervising Art Director,Andrew L. Jones
+17578,Script Supervisor,Ana Maria Quintana
+17578,Construction Coordinator,John Villarino
+17578,CG Supervisor,Mike Perry
+17578,Art Department Coordinator,Sarah Milnes
+17578,Animation Supervisor,Jamie Beard
+673,Director of Photography,Michael Seresin
+673,Screenplay,Steve Kloves
+673,Producer,David Heyman
+673,Art Direction,Andrew Ackland-Snow
+673,Director,Alfonso Cuarón
+673,Art Direction,Steven Lawrence
+673,Supervising Sound Editor,David Evans
+673,Dialogue Editor,Stefan Henrix
+673,Scoring Mixer,Shawn Murphy
+673,ADR Editor,Tony Currie
+673,Sound Effects Editor,Andy Kennedy
+673,Casting Assistant,Dixie Chassay
+673,Creative Producer,Enfys Dickinson
+673,Post Production Supervisor,Jessie Thiele
+673,Art Department Assistant,Andrew Bennett
+673,Script Supervisor,Annie Penn
+673,Still Photographer,Murray Close
+673,Visual Effects Editor,Lorelei David
+673,Sculptor,Bryn Court
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+673,Associate Producer,Chris Carreras
+673,Lead Animator,Paul Kavanagh
+673,Modeling,Clwyd Edwards
+673,Orchestrator,Edward Karam
+673,Costume Illustrator,Laurent Guinci
+673,Camera Technician,Darren Bailey
+673,Lighting Technician,Gary Hedges
+673,Boom Operator,June Prinz
+673,Sound Mixer,Tim Blackham
+673,3D Animator,Christoph Schinko
+673,I/O Supervisor,Oliver Faldo
+6972,Editor,Dody Dorn
+6972,Director,Baz Luhrmann
+6972,Story,Baz Luhrmann
+6972,Costume Design,Catherine Martin
+6972,Producer,Catherine Martin
+6972,Music Editor,Stuart Morton
+6972,Stunt Coordinator,Greg Stuart
+6972,Producer,Paul Watters
+6972,Choreographer,John O'Connell
+6972,Foley,John Simpson
+6972,Sound Re-Recording Mixer,Andy Nelson
+6972,Visual Effects Producer,Chad Malbon
+6972,Visual Effects Producer,Michael Meagher
+6972,Set Designer,Simon Elsley
+6972,Makeup Artist,Francesco Nardi
+6972,Hairstylist,Kate Birch
+6972,Hairstylist,Teresa Hinton
+6972,Assistant Art Director,Michael Bell
+6972,Assistant Art Director,Ed Cotton
+6972,Art Department Coordinator,Colette Birrell
+6972,Construction Coordinator,Diana Freeman
+6972,Scenic Artist,Gaetano Lagana
+6972,Dialogue Editor,Polly McKinnon
+6972,Dialogue Editor,Delia McCarthy
+6972,Special Effects Coordinator,Thomas Van Koeverden
+6972,Visual Effects Editor,Katie Goodwin
+6972,Visual Effects Editor,Matt Morris
+6972,Visual Effects Producer,Prue Fletcher
+6972,Stunt Coordinator,Glenn Suter
+6972,Location Manager,Peter Hicks
+82700,Original Music Composer,James Newton Howard
+82700,Casting,Douglas Aibel
+82700,Director,M. Night Shyamalan
+82700,Screenplay,M. Night Shyamalan
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+82700,Visual Effects Supervisor,Mark O. Forker
+82700,Sound Re-Recording Mixer,David Giammarco
+82700,Sound Re-Recording Mixer,Paul Massey
+82700,Dialogue Editor,Bruce Stubblefield
+82700,Makeup Department Head,Judy Murdock
+82700,Art Direction,Robert Joseph
+82700,Supervising Sound Editor,Charles Maynes
+82700,Still Photographer,Claudette Barius
+82700,Art Direction,Dean Wolcott
+82700,Visual Effects Editor,Bryan Baker
+82700,Music Editor,David Olson
+82700,Set Designer,Stephen Morahan
+82700,Set Designer,Jim Wallis
+82700,Set Designer,Forest P. Fischer
+82700,Sculptor,Val Drake
+82700,Scenic Artist,Mitchell Landsman
+82700,Sculptor,Benjamin Woodward
+82700,Sound Re-Recording Mixer,Deb Adair
+82700,Visual Effects Producer,Jenny Fulle
+82700,Visual Effects Producer,Ineke Majoor
+82700,Visual Effects Supervisor,Alex Henning
+82700,Studio Teachers,Josie Batorski
+82700,Animation,Daniel Fotheringham
+82700,Animation,Jimmy Almeida
+82700,Animation,Chuck Duke
+82700,Lighting Artist,Howard R. Campbell
+10567,Original Music Composer,James Newton Howard
+10567,Editor,H. Lee Peterson
+10567,Screenplay,John Harrison
+10567,Director,Ralph Zondag
+10567,Director,Eric Leighton
+10567,Producer,Pam Marsden
+10567,Director of Photography,David R. Hardberger
+10567,Visual Development,Rick Maki
+10567,Layout,Rick Moore
+181533,Director of Photography,Guillermo Navarro
+181533,Producer,Mark Radcliffe
+181533,Director,Shawn Levy
+181533,Production Design,Martin Whist
+181533,Editor,Dean Zimmerman
+181533,Screenplay,Ben Garant
+181533,Screenplay,David Guion
+181533,Screenplay,Michael Handelman
+181533,Art Direction,Nigel Evans
+181533,Choreographer,Chuck Maldonado
+181533,Set Designer,Kris Bergthorson
+181533,Lighting Director,Sirius Buisson
+181533,Visual Effects Supervisor,Erik Nash
+181533,Key Makeup Artist,Naomi Bakstad
+181533,Makeup Artist,Sarah Bergeest Still
+181533,Foley Editor,Matthew Harrison
+181533,First Assistant Editor,Matthew G. Carson
+181533,Visual Effects Producer,Jennifer Meislohn
+181533,Visual Effects Coordinator,Ann Chow
+181533,Painter,Ralph Sarabia
+181533,Makeup Department Head,Don Kozma
+181533,Visual Effects Editor,Michael Struk
+181533,Painter,Jean-Paul Costaz
+181533,Visual Effects Coordinator,Ashley Bellm
+181533,Visual Effects Coordinator,Lesly Cazares
+181533,Visual Effects Coordinator,Jamie Erickson
+181533,Visual Effects Coordinator,Dana Jurcic
+181533,Visual Effects Coordinator,Rakesh Kali
+181533,Visual Effects Coordinator,Andrea Kistler
+181533,Visual Effects Supervisor,Viet Luu
+181533,Visual Effects Coordinator,Alex Reinach
+38055,Original Music Composer,Hans Zimmer
+38055,Director,Tom McGrath
+671,Director of Photography,John Seale
+671,Art Direction,Cliff Robinson
+671,Director,Chris Columbus
+671,Novel,J.K. Rowling
+671,Screenplay,Steve Kloves
+671,Casting,Karen Lindsay-Stewart
+671,Art Direction,Andrew Ackland-Snow
+671,Makeup Artist,Clare Le Vesconte
+671,Visual Effects Supervisor,Jim Berney
+671,Executive Producer,Mark Radcliffe
+671,Hair Designer,Eithne Fennel
+671,Executive Producer,Michael Barnathan
+671,Co-Producer,Tanya Seghatchian
+671,Assistant Property Master,Jamie Wilkinson
+671,Script Supervisor,Annie Penn
+671,Still Photographer,Peter Mountain
+671,ADR Editor,Nick Lowe
+671,Dialogue Editor,Colin Ritchie
+671,Property Master,Barry Wilkinson
+671,Special Effects Coordinator,Yves De Bono
+671,Sequence Leads,Bob Mercier
+671,Visual Effects Editor,Nicholas Atkinson
+671,Sequence Supervisor,Hilmar Koch
+671,Standby Painter,Paul Couch
+671,Painter,Larry Gooch
+671,Boom Operator,June Prinz
+671,Grip,Peter Muncey
+671,Driver,Warren Deluce
+671,Systems Administrators & Support,Kevin Tengan
+671,Production Supervisor,Russell Lodge
+671,3D Supervisor,Alia Agha
+671,Costume Coordinator,Martin Mandeville
+671,ADR Voice Casting,Louis Elman
+671,Second Assistant Director,Michael Stevenson
+671,Third Assistant Director,Michael Michael
+49524,Editor,Mark Helfrich
+49524,Production Design,Alec Hammond
+49524,Producer,Neal H. Moritz
+49524,Executive Producer,David Dobkin
+49524,Director,Robert Schwentke
+49524,Executive Producer,Ori Marmur
+49524,Executive Producer,Peter M. Lenkov
+49524,Animation,Jeremy Stewart
+22,Director,Gore Verbinski
+22,Screenstory,Ted Elliott
+22,Screenplay,Ted Elliott
+22,Screenstory,Stuart Beattie
+22,Screenstory,Jay Wolpert
+22,Executive Producer,Mike Stenson
+22,Costume Design,Penny Rose
+22,Music Supervisor,Bob Badami
+22,Art Direction,James E. Tocci
+22,Art Direction,Derek R. Hill
+22,Additional Photography,Patrick Loungway
+22,Special Effects Coordinator,Terry D. Frazee
+22,First Assistant Camera,Dennis Rogers
+22,Property Master,Charles Stewart
+22,Makeup Department Head,Ve Neill
+22,Creature Design,Mark 'Crash' McCreery
+22,Steadicam Operator,David Luckenbach
+22,Music Editor,Kenneth Karman
+22,Digital Effects Supervisor,Gregory D. Liegey
+22,Transportation Coordinator,Dave Robling
+22,Unit Publicist,Gabriela Gutentag
+22,Camera Operator,Chris Haarhoff
+22,Construction Coordinator,Robert A. Blackburn
+22,Visual Effects Producer,Kim Boyle
+22,Art Department Coordinator,Carla S. Nemec
+22,Set Designer,Gene Darnell
+22,Visual Effects,Cedric Nicolas-Troyan
+22,Hair Designer,Martin Samuel
+22,Wigmaker,Bob Kretschmer
+22,Makeup Artist,Jane Aull
+22,Storyboard,Darrin Denlinger
+22,Loader,Mark Connelly
+22,Set Production Assistant,Heather Anderson
+22,Construction Foreman,Stephen Howard
+22,Set Dressing Artist,G. Roger Abell
+22,Sequence Supervisor,Neil Herzinger
+22,Sound Recordist,Erik Flockoi
+22,Video Assist Operator,David Goldsmith
+22,Researcher,David Bullock
+22,Visual Effects,Yuichiro Yamashita
+22,Visual Effects Supervisor,Alex Frisch
+22,Boom Operator,David Holmes
+22,Stunts,John Ross
+131631,Director,Francis Lawrence
+131631,Set Designer,James E. Tocci
+131631,Art Department Coordinator,Roxy Konrad
+131631,Set Decoration,Larry Dias
+131631,Director of Photography,Jo Willems
+131631,Editor,Alan Edward Bell
+131631,Editor,Mark Yoshikawa
+131631,Makeup Department Head,Nikoletta Skarlatos
+131631,Makeup Department Head,Ve Neill
+131631,Supervising Art Director,David Scheunemann
+131631,Set Designer,Jim Hewitt
+131631,Set Designer,Easton Michael Smith
+131631,Costume Supervisor,Meike Schlegel
+131631,Script Supervisor,Ana Maria Quintana
+131631,Sound Effects Editor,Lee Gilmore
+131631,Camera Operator,David Luckenbach
+131631,Set Costumer,Tiffany Busche
+131631,Set Designer,Ernie Avila
+131631,Camera Operator,Michael Burgess
+131631,Gaffer,Jean-François Drigeard
+131631,Visual Effects Producer,Melinka Thompson-Godoy
+131631,CG Supervisor,Votch Levi
+131631,Set Designer,Stephanie Rass
+131631,Camera Operator,Sönke Hansen
+131631,CG Supervisor,Jorge Razon
+131631,Visual Effects Editor,Liana Jackson
+131631,Location Manager,Ken Lavet
+131631,Art Department Coordinator,Loïc Chavanon
+131631,Greensman,T.J. Rottenberg
+131631,Sculptor,Christine Mahuna
+131631,Set Decoration Buyer,Nane Cornelius
+131631,Animation Supervisor,Catherine Mullan
+131631,Visual Effects Supervisor,Adrian De Wet
+131631,VFX Production Coordinator,Seda Yilmaz
+131631,Stunt Coordinator,Ralf Häger
+591,Producer,Brian Grazer
+591,Casting,John Hubbard
+591,Casting,Janet Hirshenson
+591,Screenplay,Akiva Goldsman
+591,Director,Ron Howard
+591,Producer,Ron Howard
+591,Editor,Daniel P. Hanley
+591,Production Design,Allan Cameron
+591,Art Direction,Tony Reading
+591,Executive Producer,Dan Brown
+591,Novel,Dan Brown
+591,Producer,John Calley
+591,Makeup Artist,Paul Gooch
+591,Unit Production Manager,Nigel Gostelow
+591,Production Supervisor,Suzie F. Wiesmann
+591,Hairstylist,Veronica McAleer
+591,Makeup Artist,Christophe Danchaud
+591,Foley,Michael J. Broomberg
+591,Visual Effects Producer,Richard Friedlander
+591,Assistant Art Director,Patricia Johnson
+591,Helicopter Camera,Jeremy Braben
+591,Set Costumer,Nicholas Roche-Gordon
+591,Hairstylist,Norma Webb
+591,Property Master,Marc Pinquier
+591,Sculptor,Martin Smeaton
+591,ADR & Dubbing,Deborah Wallach
+591,Dialogue Editor,Teri E. Dorman
+591,Second Unit Cinematographer,Fraser Taggart
+591,Gaffer,Jean-Pierre Lacroix
+591,Video Assist Operator,Adrian Spanna
+591,Location Manager,Nicolas Foulatier
+591,Location Manager,Olivier Servanin
+172385,Director,Carlos Saldanha
+172385,Story,Carlos Saldanha
+172385,Original Music Composer,John Powell
+172385,Screenplay,Jenny Bicks
+172385,Producer,Bruce Anderson
+172385,Screenplay,Yoni Brenner
+172385,Supervising Sound Editor,Gwendolyn Yates Whittle
+172385,Sound Effects Editor,Jeremy Bowker
+172385,Animation,Tony Mecca
+172385,Animation,Erik Baker
+172385,Sound Recordist,Brian Tarlecki
+36658,Director,Bryan Singer
+36658,Story,Bryan Singer
+36658,Director of Photography,Newton Thomas Sigel
+36658,Screenplay,Michael Dougherty
+36658,Set Decoration,Elizabeth Wilcox
+36658,Supervising Art Director,Geoff Hubbard
+36658,Choreographer,Terry Notary
+36658,Stunts,J.J. Makaro
+36658,Script Supervisor,Christine Wilson
+51497,Editor,Christian Wagner
+51497,Art Direction,Andrew Neskoromny
+51497,Stunt Coordinator,Jack Gill
+51497,Set Decoration,Bob Kensinger
+51497,ADR & Dubbing,Anna MacKenzie
+51497,Producer,Vin Diesel
+51497,Production Design,Peter Wenham
+51497,Executive Producer,Amanda Lewis
+51497,Director,Justin Lin
+51497,Executive Producer,Justin Lin
+51497,Director of Photography,Stephen F. Windon
+51497,Editor,Kelly Matsumoto
+51497,Foley,Gary A. Hecker
+51497,Camera Operator,Ken Fisher
+51497,Scenic Artist,Wilhem Perez
+51497,Set Designer,Thomas Minton
+51497,Costume Supervisor,Nick Scarano
+51497,Sound Effects Editor,Jon Title
+51497,Music Editor,Joe Lisanti
+51497,Visual Effects Supervisor,Angela Barson
+51497,Sound Re-Recording Mixer,Frank A. Montaño
+51497,Camera Operator,Patrick B. O'Brien
+51497,Foley,Katherine Rose
+51497,Hairstylist,Margarita Jeannot
+51497,Visual Effects Editor,Migs Rustia
+51497,Helicopter Camera,Steve Koster
+51497,Second Unit Cinematographer,Ronald Hersey
+51497,Visual Effects Producer,Melinka Thompson-Godoy
+51497,Dolby Consultant,Thom 'Coach' Ehle
+51497,Art Department Coordinator,Carla S. Nemec
+51497,Sound Designer,Stephen P. Robinson
+51497,Visual Effects Producer,Pam Hammarlund
+51497,Visual Effects Editor,Scott Anderson
+51497,Hairstylist,Joani Yarbrough
+51497,Visual Effects Supervisor,Adam Avitabile
+51497,Script Supervisor,Kate Eastridge
+51497,Hairstylist,Jo Jo Stephens
+51497,Hairstylist,Margarita Pidgeon
+51497,Makeup Artist,Sherri Zebeck
+51497,Assistant Art Director,Mailara Santana
+51497,Art Department Coordinator,Cedar Valentine
+51497,Art Department Assistant,Jenn Moye
+51497,Construction Coordinator,Dale DeStefani
+51497,CG Supervisor,Harry Mukhopadhyay
+51497,Visual Effects Producer,Erin Ferguson
+51497,Visual Effects Editor,Christopher Johnston
+51497,Visual Effects Supervisor,David Wallace Allen
+51497,Visual Effects Supervisor,Guillaume Rocheron
+51497,Stunt Coordinator,Agnaldo Bueno
+51497,Gaffer,Don Bixby
+51497,Rigging Gaffer,Tom Fendley
+51497,Costume Supervisor,Nava R. Sadan
+51497,Set Costumer,Karola Hawk
+51497,Transportation Coordinator,Gustavo de Jesus
+51497,Script Supervisor,Florence Weyne Robert
+51497,Location Manager,Philip Barnes
+58574,Director,Guy Ritchie
+58574,Producer,Joel Silver
+58574,Director of Photography,Philippe Rousselot
+58574,Foley,Peter Burgis
+58574,Producer,Lionel Wigram
+58574,Costume Design,Jenny Beavan
+58574,Production Design,Sarah Greenwood
+58574,Orchestrator,Kevin Kaska
+58574,Art Direction,James Foster
+58574,Casting,Reg Poerscout-Edgerton
+58574,Supervising Art Director,Niall Moroney
+58574,Set Decoration,Alison Harvey
+58574,Special Effects Coordinator,Mark Holt
+58574,Stunts,Nina Armstrong
+18823,Executive Producer,Lynn Harris
+18823,Special Effects,Neil Corbould
+18823,Director,Louis Leterrier
+18823,Editor,David Freeman
+18823,Executive Producer,Thomas Tull
+18823,Executive Producer,William Fay
+18823,Producer,Basil Iwanyk
+18823,Screenplay,Travis Beacham
+18823,Steadicam Operator,George Richmond
+18823,Greensman,Lawrie Ayres
+18823,Greensman,Will Holden
+18823,Construction Coordinator,Meike Maher
+18823,Sculptor,Francis Poirier
+18823,Greensman,Terry Royce
+18823,Greensman,Keith Stevenson
+18823,Sound Effects Editor,Michael Fentum
+18823,Sound Effects Editor,Jed Loughran
+18823,Special Effects,Michael Dawson
+18823,Visual Effects Supervisor,Hugh Macdonald
+18823,Music Editor,Christopher Benstead
+18823,Transportation Captain,Steven Brigden
+18823,Script Supervisor,Lisa Vick
+18823,Still Photographer,Jay Maidment
+18823,Script Supervisor,Laura Miles
+18823,Digital Intermediate,Todd Kleparski
+18823,Location Manager,Jamie Lengyel
+18823,Makeup Artist,Joe Hopker
+18823,Hairstylist,Sarah Monzani
+18823,Makeup Artist,Sarah Monzani
+18823,Hairstylist,Maralyn Sherman
+18823,Makeup Artist,Julia Vernon
+18823,Makeup Artist,Zoe Brown
+18823,Wigmaker,Sarah Weatherburn
+18823,Animatronic and Prosthetic Effects,John Nolan
+18823,Visual Effects Supervisor,Rob Harvey
+18823,Visual Effects Producer,Nic Hatch
+18823,Camera Operator,Robert Binnall
+18823,Set Costumer,Karen Beale
+18823,Location Manager,Phil Hounam
+861,Author,Philip K. Dick
+861,Director,Paul Verhoeven
+861,Producer,Buzz Feitshans
+1911,Director,John McTiernan
+1911,Screenplay,William Wisher Jr.
+1911,Screenplay,Warren Lewis
+1911,Co-Producer,Lou Arkoff
+49040,Stunt Coordinator,Dan Bradley
+49040,Sound Designer,Dino Dimuro
+49040,Screenplay,Tony Gilroy
+49040,Director,Tony Gilroy
+49040,Executive Producer,Henry Morrison
+49040,Production Design,Kevin Thompson
+49040,Assistant Art Director,Hinju Kim
+49040,Dialect Coach,Susan Hegarty
+49040,Art Direction,Charlie Campbell
+49040,Art Direction,Stephen H. Carter
+49040,Gaffer,Cory Geryak
+49040,Property Master,Wanjin Choi
+49040,Costume Supervisor,Jeffrey Fayle
+49040,Foley,Dan O'Connell
+49040,Visual Effects Producer,Seth Kleinberg
+49040,Foley,John T. Cucci
+49040,Dialogue Editor,John C. Stuver
+49040,Sound Effects Editor,William R. Dean
+49040,Unit Publicist,Julie Kuehndorf
+49040,Post Production Supervisor,Jennifer Lane
+49040,Assistant Art Director,Marion Kolsby
+49040,Scenic Artist,Doug Anderson
+49040,Scenic Artist,Yong Xi Chen
+49040,Scenic Artist,Christopher Hébel
+49040,Scenic Artist,Kosyo Minchev
+49040,Scenic Artist,Danh Nguyen
+49040,ADR & Dubbing,Chris Jargo
+49040,Visual Effects Editor,Abi Cadogan
+49040,Visual Effects Editor,Benjamin Chua
+49040,Camera Operator,Sean M. Harding
+49040,Gaffer,Pepito Mirador Jr.
+49040,Transportation Coordinator,Cecile Vitan
+415,Sound Designer,Lance Brown
+415,Director,Joel Schumacher
+415,Production Design,Barbara Ling
+415,Foley Editor,Bob Beher
+415,Makeup Department Head,Bill Corso
+415,Visual Effects,John Dykstra
+415,Painter,Andy Carter
+415,Production Supervisor,Mitchell E. Dauterive
+415,Sculptor,Matt Rose
+415,Visual Effects Editor,Miller Drake
+415,Construction Coordinator,Greg John Callas
+415,Location Manager,Laura Sode-Matteson
+415,Unit Publicist,Michael Singer
+415,Music Supervisor,Danny Bramson
+415,Storyboard,Timothy Burgard
+415,Utility Stunts,Gary Barnes
+415,Video Assist Operator,Martin Weight
+415,Stunts,Kevin Abercrombie
+415,Scenic Artist,Michael Denering
+415,Technical Supervisor,Philippe Gluckman
+415,Visual Effects Producer,Tripp Hudson
+415,Lighting Supervisor,Craig Ring
+415,Lighting Technician,Billy Craft
+415,Construction Foreman,Peter Alvarez
+415,Propmaker,Brook Mansbridge
+415,Software Engineer,Sosh Mirsepassi
+415,First Assistant Editor,Erin Michelle Hopkins
+415,Best Boy Electric,Jan Gould
+415,Electrician,Lowell Crisp
+415,Rigging Grip,Jason Hicks
+415,Production Accountant,Kimberly Jase
+415,Digital Compositors,Michael Adkisson
+8871,Director,Ron Howard
+8871,Director of Photography,Donald Peterman
+8871,Screenplay,Jeffrey Price
+8871,Makeup Artist,Bill Corso
+8871,Makeup Artist,Ve Neill
+8871,Special Effects Coordinator,Allen Hall
+8871,Hairstylist,Nina Paskowitz
+435,Director,Roland Emmerich
+435,Producer,Roland Emmerich
+435,Original Music Composer,Thomas Wanker
+435,Editor,David Brenner
+435,Music Editor,Emanuele Arnone
+435,Art Direction,Michele Laliberte
+435,Set Designer,Hugo Santiago
+435,Executive Producer,Ute Emmerich
+435,Production Design,Barry Chusid
+435,Conductor,Blake Neely
+435,First Assistant Director,Kim H. Winther
+435,Sound Recordist,Tim Gomillion
+435,Sound Recordist,Dennis Rogers
+435,Co-Producer,Thomas M. Hammel
+435,Art Direction,Tom Reta
+435,Set Designer,Stephanie Gilliam
+435,Set Medic,Jean Marchand
+435,Makeup Artist,Sharon Ilson
+435,Driver,Chris Haynes
+435,Color Timer,Michael Eaves
+435,Foley,Glenn T. Morgan
+435,Visual Effects Producer,Mike Chambers
+435,Still Photographer,Kerry Hayes
+435,Set Designer,Steve Cooper
+435,Casting,Randi Wells
+435,Musician,Maria Newman
+435,Makeup Artist,Elisabeth Fry
+435,Costume Coordinator,Lyse Pomerleau
+435,Construction Coordinator,Bruce Di Valerio
+435,Transportation Coordinator,Daniel Matthews
+435,First Assistant Sound Editor,Victor Ray Ennis
+435,Set Designer,Frédéric Amblard
+435,Assistant Art Director,Camille Parent
+435,Visual Effects Supervisor,Greg Anderson
+435,Visual Effects Supervisor,Richard Britton
+435,Visual Effects Supervisor,Jerry Spivack
+435,Visual Effects Producer,Todd Isroelit
+435,Visual Effects Producer,Casey Conroy
+435,Gaffer,Logan Leabo
+435,Local Casting,Cate Praggastis
+435,Set Costumer,Arlynn Abseck
+435,Location Manager,Céline Daignault
+435,Camera Operator,Gary L. Camp
+435,Steadicam Operator,Gary L. Camp
+435,Steadicam Operator,Francois Archambault
+435,Key Makeup Artist,Kathryn Casault
+435,Makeup Effects,C.J. Goldman
+435,Leadman,David M. Milstien
+435,Hairstylist,Sandy DeBlasio
+435,Makeup Effects,George Tucci
+435,CG Supervisor,Sean Andrew Faden
+435,Camera Operator,Bill O'Drobinak
+435,Storyboard,Timothy Burgard
+435,Unit Production Manager,Joe Dishner
+435,Post Production Assistant,Jeff Schweikart
+435,I/O Supervisor,Ryan Beadle
+435,Art Department Assistant,Una Martin
+435,Construction Foreman,Eric Lafrance
+435,First Assistant Camera,Michel Bernier
+435,Transportation Co-Captain,Spiro Tsovras
+435,Video Assist Operator,Julie Garceau
+435,Lighting Artist,David B. Menkes
+435,Lighting Technician,Stéphane Byl
+435,Production Accountant,Manon Lapointe
+435,Visual Effects Coordinator,Erica Headley
+435,Sequence Leads,Jason Iversen
+435,Unit Manager,Paul Boutin
+435,Dolly Grip,Alain Masse
+435,Key Costumer,Valerie T. O'Brien
+435,Utility Sound,Schavaria Reeves
+435,3D Animator,Jeremy F. Butler
+435,Creature Technical Director,Vijay Myneni
+955,Story,Brannon Braga
+955,Set Decoration,Kerrie Brown
+955,Art Direction,Michelle McGahey
+955,Music Editor,Zigmund Gron
+955,Stunts,Ray Anthony
+955,Additional Music,Lalo Schifrin
+955,Director,John Woo
+955,Original Story,Bruce Geller
+955,Casting,Gregory Apps
+955,Supervising Sound Editor,Mark P. Stoeckinger
+955,Gaffer,John Rogers
+955,Executive Producer,Paul Hitchcock
+955,Foley Editor,Scott Curtis
+955,Music Editor,Marc Streitenfeld
+955,Unit Production Manager,Kevin De La Noy
+955,Property Master,Elaine Kusmishko
+955,Dialogue Editor,John H. Arrufat
+955,Assistant Director,Arthur Anderson
+955,Production Coordinator,Barrie Hemsley
+955,Visual Effects Producer,Krystyna Demkowicz
+955,CG Supervisor,John 'D.J.' Des Jardin
+955,Aerial Director of Photography,Phil Pastuhov
+955,Rigging Grip,John Copeman
+955,Sound Recordist,Craig Heath
+955,Greensman,Jeff Brown
+955,Propmaker,Michael Crowe
+955,Set Costumer,Lisa Javelin
+955,Armorer,Gideon Marshall
+955,Assistant Sound Editor,Anne Couk
+955,Special Effects Supervisor,David P. Kelsey
+955,Production Accountant,Jim Davidson
+955,Costume Design,Timothy Everest
+955,Art Department Coordinator,Ehren Koepf
+955,Assistant Art Director,Clive Memmott
+955,Assistant Costume Designer,Brett Cooper
+955,Video Assist Operator,Daniel Mellitz
+955,Digital Compositors,Mike Castillo
+955,Unit Manager,Will Matthews
+2133,Original Music Composer,James Horner
+2133,Casting,Janet Hirshenson
+2133,Editor,Richard Francis-Bruce
+2133,Director,Wolfgang Petersen
+2133,Production Design,William Sandell
+2133,Set Decoration,Ernie Bishop
+2133,Screenplay,William D. Wittliff
+2133,Art Direction,Bruce Crone
+2133,Makeup Department Head,Susan A. Cabral
+1979,Producer,Bernd Eichinger
+1979,Producer,Ralph Winter
+1979,Casting,Heike Brandstatter
+1979,Costume Design,Mary E. Vogt
+1979,Original Music Composer,John Ottman
+1979,Executive Producer,Michael Barnathan
+1979,Director,Tim Story
+1979,Screenplay,Don Payne
+1979,Screenplay,Mark Frost
+1979,Story,John Turman
+1979,Art Direction,Sandi Tanaka
+1979,Co-Producer,Lee Cleary
+1979,Associate Producer,Stewart Bethune
+1979,Associate Producer,Allison Calleri
+87827,Casting,Avy Kaufman
+87827,Set Decoration,Anna Pinnock
+87827,Director,Ang Lee
+87827,Editor,Tim Squyres
+87827,Production Design,David Gropman
+87827,Screenplay,David Magee
+87827,Executive Producer,Dean Georgaris
+87827,Producer,Gil Netter
+87827,Animation,Rohit Kolhe
+87827,Set Decoration,Terry Lewis
+1250,Producer,Avi Arad
+1250,Original Music Composer,Christopher Young
+1250,Art Direction,Peter Russell
+1250,Property Master,Lisa Brennan
+1250,Sound Designer,Dane A. Davis
+1250,Director,Mark Steven Johnson
+1250,Director of Photography,Russell Boyd
+1250,Supervising Art Director,Richard Hobbs
+1250,Set Decoration,Suza Maybury
+1250,Makeup Effects,Matt Corrigan
+1250,Scenic Artist,Peter Collias
+1250,Sound Effects Editor,Eric Lindemann
+1250,Sound Effects Editor,Greg Hedgepath
+1250,Hairstylist,Kate Birch
+1250,Dialogue Editor,Stephanie Flack
+1250,Conceptual Design,Miles Teves
+1250,Set Designer,Jenny Hitchcock
+1250,Makeup Effects,Katherine Brown
+1250,ADR & Dubbing,Bobbi Banks
+1250,Makeup Effects,Dave Elsey
+1250,Construction Coordinator,Marcus Smith
+1250,Sound Effects Editor,Simon Coke
+324668,Supervising Art Director,Mark Scruton
+324668,Art Direction,Cornelia Ott
+324668,Director,Paul Greengrass
+324668,Editor,Christopher Rouse
+324668,Executive Producer,Christopher Rouse
+324668,Art Direction,Caty Maxey
+324668,Original Music Composer,David Buckley
+324668,Armorer,Simon Atherton
+324668,Still Photographer,Melinda Sue Gordon
+324668,Sound Designer,Michael Fentum
+324668,Foley,Jason Swanscott
+324668,Still Photographer,Jasin Boland
+324668,Sound Re-Recording Mixer,Mark Taylor
+324668,Set Costumer,Elizabeth Frank
+324668,Music Editor,Thomas A. Carlson
+324668,Supervising Sound Editor,Oliver Tarney
+324668,ADR & Dubbing,Simon Chase
+324668,Visual Effects Supervisor,Adam Rowland
+324668,Digital Intermediate,Rob Farris
+324668,Visual Effects Supervisor,David Vickery
+324668,Steadicam Operator,Christopher TJ McGuire
+324668,Digital Intermediate,Patrick Malone
+324668,Camera Operator,Oliver Loncraine
+324668,Digital Intermediate,Shaun Richards
+324668,Visual Effects Supervisor,Shailendra Swarnkar
+324668,CG Supervisor,Giuseppe Motta
+324668,Set Costumer,John Voght
+324668,Additional Photography,Patrick Longman
+324668,Visual Effects Producer,Geraint Hixson
+324668,Makeup Artist,Malwina Suwinska
+324668,Visual Effects Editor,Tom Balogh
+324668,Makeup Artist,Jessica Reid
+324668,Makeup Artist,Jane Fantozzi
+324668,Art Direction,Amanda Dazely
+324668,Costume Supervisor,Martin Mandeville
+324668,Rigging Gaffer,Sam Kite
+324668,Rigging Grip,Ian Hotujac
+324668,Animation,Scott Fritts
+324668,Visual Effects Coordinator,Mehul Jhaveri
+324668,Sound Editor,Dawn Gough
+324668,Makeup Artist,Claire Matthews
+324668,First Assistant Editor,Tom Davis
+9471,Director,McG
+9471,Director of Photography,Russell Carpenter
+70981,Casting,Avy Kaufman
+70981,Director,Ridley Scott
+70981,Stunt Coordinator,Rob Inch
+70981,Sound Re-Recording Mixer,Ron Bartlett
+70981,Casting,Nina Gold
+70981,Art Direction,Karen Wakefield
+70981,Executive Producer,Michael Costigan
+70981,Writer,Jon Spaihts
+70981,Assistant Art Director,Claudio Campana
+70981,Foley,Dan O'Connell
+70981,Dialogue Editor,Julie Feiner
+70981,Foley,John T. Cucci
+70981,Visual Effects Producer,Michelle Eisenreich
+70981,Art Direction,Peter Dorme
+70981,Transportation Coordinator,Peter Devlin
+70981,Construction Coordinator,Laura Davison
+70981,Art Department Coordinator,Sarah Griggs
+70981,Scenic Artist,James Newell
+70981,Visual Effects Supervisor,Martin Hill
+70981,Camera Operator,Graham Hall
+70981,Dialect Coach,Catherine Charlton
+70981,Location Manager,Steve Hart
+70981,Hairstylist,Peta Dunstall
+70981,Compositors,Michael Queen
+70981,Hair Designer,Enzo Angileri
+10996,Original Music Composer,Alan Silvestri
+10996,Producer,Douglas Wick
+10996,Director,Rob Minkoff
+10996,Screenplay,E.B. White
+68724,Sound Re-Recording Mixer,Craig Berkey
+68724,Producer,Simon Kinberg
+68724,Art Direction,Hania Robledo
+68724,Property Master,Patricia Cuevas
+68724,Makeup Artist,Gitte Axen
+68724,Assistant Art Director,Catherine Ircha
+68724,Casting,Candice Elzinga
+68724,Director,Neill Blomkamp
+68724,Helicopter Camera,Dylan Goss
+68724,Supervising Art Director,Don MacAulay
+68724,Assistant Art Director,Luis Antonio Ordoñez
+68724,Original Music Composer,Ryan Amon
+68724,Makeup Department Head,Connie Parker
+68724,Set Costumer,Ismael Jardon
+68724,Greensman,Glenn Foerster
+68724,Camera Operator,Norbert Kaluza
+68724,Visual Effects Supervisor,Mark Breakspear
+68724,Visual Effects Producer,Shawn Walsh
+68724,Unit Publicist,Brigitte Prochaska
+68724,Hairstylist,Jessica Rain
+68724,Additional Photography,Mannie Ferreira
+68724,Set Designer,Mira Caveno
+68724,Dolby Consultant,Matt Kunau
+68724,Sound Effects Editor,Matthew Wilson
+68724,Special Effects Coordinator,Stewart Bradley
+68724,Visual Effects Producer,Chris Anderson
+68724,Visual Effects Producer,Lori Arnold
+68724,Visual Effects Editor,Miles Barry
+68724,Visual Effects Producer,Camille Cellucci
+68724,Visual Effects Editor,David Legault
+68724,Still Photographer,Stephanie Blomkamp
+68724,Gaffer,Chris Rumak
+68724,Set Costumer,Anne Burke
+68724,Digital Intermediate,William Bartlett
+68724,Transportation Coordinator,Scott Irvine
+68724,Transportation Coordinator,Nicole Soriano
+68724,Script Supervisor,Gabriela Herrera
+68724,Location Manager,Milenco Galipienzo
+2789,Set Designer,Adrian Gorton
+2789,Costume Design,Ellen Mirojnick
+2789,Set Designer,Andrew Menzies
+2789,Editor,Dennis Virkler
+2789,Supervising Art Director,Kevin Ishioka
+2789,Producer,Scott Kroopf
+2789,Art Direction,Mark W. Mansbridge
+2789,Art Direction,Bruce Crone
+2789,Director of Photography,Hugh Johnson
+2789,Production Design,Holger Gross
+2789,Director,David Twohy
+2789,Set Decoration,Peter Lando
+2789,Casting Associate,Jay Scully
+2789,Characters,Jim Wheat
+2789,Characters,Ken Wheat
+2789,VFX Supervisor,Mike Wassel
+2789,Additional Editing,Tracy Adams
+2789,Set Designer,Luke Freeborn
+2789,Supervising Music Editor,Joshua Winget
+2789,Additional Sound Re-Recording Mixer,Michael Keller
+2789,Casting Associate,Freddy Luis
+2789,Costume Supervisor,James W. Tyson
+2789,VFX Supervisor,Tom Debenham
+2789,Set Designer,Pamela Klamer
+2789,Dialogue Editor,Michael Hertlein
+2789,ADR Editor,Michael Hertlein
+2789,Dialogue Editor,Daniel S. Irwin
+2789,Sound Re-Recording Mixer,Frank A. Montaño
+2789,Transportation Coordinator,Sylvia Nablo
+2789,Dialogue Editor,Thomas Jones
+2789,Sound Effects Editor,Hector C. Gika
+2789,Visual Effects Designer,Lubo Hristov
+2789,Sound Designer,Peter Zinda
+2789,Assistant Art Director,Vivien Nishi
+2789,Construction Coordinator,Jan Kobylka
+2789,Camera Operator,Scott MacDonald
+2789,Camera Operator,Mike Thomas
+2789,Set Costumer,Marco Daxton
+2789,Set Costumer,Andra Norton
+2789,Assistant Costume Designer,Gail L. Smith
+2789,Assistant Property Master,John Sweeney
+2789,Post Production Supervisor,Lisa Rodgers
+2789,Storyboard,Benton Jew
+2789,Production Sound Mixer,Rob Young
+2789,First Assistant Camera,Lee Blasingame
+2789,Art Department Assistant,Venessa De Anda
+2789,Storyboard,Phillip Norwood
+2789,First Assistant Camera,Bob Findlay
+2789,Negative Cutter,Mo Henry
+2789,Second Assistant Director,David Ticotin
+2789,Set Dresser,Mecca Thornhill
+2789,Set Costumer,Christine Kunicki
+2789,Set Costumer,Eliza Lau
+2789,Set Costumer,Elizabeth Merrie
+2789,Best Boy Electric,Teya Sellan
+2789,Production Accountant,Mark Mayer
+2789,Transportation Captain,Cliff Brown
+2789,3D Animator,Sari Gennis
+2789,Matchmove Supervisor,Mark Welser
+97020,Production Design,Martin Whist
+97020,Director,José Padilha
+97020,Original Music Composer,Pedro Bromfman
+97020,Set Decoration,Carolyn 'Cal' Loucks
+97020,Art Direction,Gregory S. Hooper
+97020,Casting,Kevin Kuffa
+97020,Costume Supervisor,Isabel De Biasio
+7459,Casting,Lucinda Syson
+7459,Producer,Grant Hill
+7459,Director,Lilly Wachowski
+7459,Producer,Lilly Wachowski
+7459,Director,Lana Wachowski
+7459,Writer,Lana Wachowski
+7459,Producer,Jessica Alan
+7459,Original Music Composer,Michael Giacchino
+7459,Author,Tatsuo Yoshida
+42888,Director,James L. Brooks
+42888,Original Music Composer,Hans Zimmer
+42888,Director of Photography,Janusz Kamiński
+42888,Casting,Francine Maisler
+42888,Production Design,Jeannine Oppewall
+42888,Producer,Laurence Mark
+42888,Costume Design,Shay Cunliffe
+42888,Editor,Tracey Wadmore-Smith
+42888,Art Direction,Anthony Dunne
+37834,Executive Producer,Arnon Milchan
+37834,Director,James Mangold
+37834,Director of Photography,Phedon Papamichael
+37834,Casting,Lisa Beach
+37834,Producer,Steve Pink
+37834,Set Decoration,Jay Hart
+37834,Executive Producer,Joe Roth
+37834,Production Supervisor,Kwame Parker
+37834,Unit Production Manager,E. Bennett Walsh
+37834,Sound Mixer,David Giammarco
+37834,Sound Re-Recording Mixer,Paul Massey
+37834,Thanks,Giorgio Armani
+37834,Sound Effects Editor,Steve Bissinger
+37834,Supervising Art Director,Greg Berry
+37834,Casting Associate,Jeremy Gordon
+37834,Art Direction,Andrew L. Jones
+37834,Foley,Steve Baine
+37834,Costume Supervisor,Robert Q. Mathews
+37834,Camera Operator,David Luckenbach
+37834,Assistant Art Director,Jim Wallis
+37834,Picture Car Coordinator,Gary Duncan
+37834,Best Boy Electric,Frans Wetterings III
+37834,Supervising Sound Editor,Donald Sylvester
+37834,Unit Production Manager,Robin Sweet
+37834,Stunt Coordinator,Gregg Smrz
+37834,Set Costumer,Rosa J. Colón
+37834,Visual Effects Supervisor,Eric Durst
+37834,Special Effects Coordinator,Michael Meinardus
+37834,First Assistant Editor,Andrew Buckland
+37834,Assistant Art Director,Karen Teneyck
+37834,Visual Effects Editor,Joseph Carson
+37834,Post Production Assistant,Daniel Nussbaum
+37834,Hairstylist,Carmen Butts
+75612,Costume Design,Marlene Stewart
+75612,Producer,Duncan Henderson
+75612,Casting,Marcia Ross
+75612,Producer,Barry Levine
+75612,Director,Joseph Kosinski
+75612,Producer,Joseph Kosinski
+75612,Screenplay,Karl Gajdusek
+75612,Executive Producer,Dave Morrison
+75612,Executive Producer,Jesse Berger
+1895,Director,George Lucas
+1895,Executive Producer,George Lucas
+1895,Original Music Composer,John Williams
+1895,Editor,Ben Burtt
+1895,Costume Design,Trisha Biggar
+1894,Director,George Lucas
+1894,Director of Photography,David Tattersall
+1894,Art Direction,Fred Hole
+1894,Set Decoration,Peter Walpole
+1894,Animation,Jeff Johnson
+1894,Visual Effects,Julie D'Antoni
+585,Co-Director,David Silverman
+585,Original Story,Ralph Eggleston
+585,Screenplay,Daniel Gerson
+585,Supervising Animator,Glenn McQueen
+585,Casting,Mary Hidalgo
+585,Visual Development,Geefwee Boedoe
+585,Art Department Manager,Jonas Rivera
+585,CG Painter,Phaedra Craig
+585,Production Artist,Nathaniel McLaughlin
+585,Sculptor,Jerome Ranft
+585,Visual Development,Carter Goodrich
+585,Visual Development,Oscar Grillo
+585,Visual Development,Lane Smith
+585,Visual Development,Chris Ure
+585,Sequence Leads,Shawn Brennan
+585,Sequence Leads,Gregg Olsson
+585,Animation,Brett Pulliam
+585,Animation,Gini Cruz Santos
+585,Set Dressing Manager,Trish Carney
+585,Set Dressing Artist,Phat Phuong
+585,Set Dressing Artist,Dan Sukiennik
+585,Animation Manager,Sarah Jo Helton
+585,Animation,Alan Barillaro
+585,Animation,Bobby Podesta
+585,Animation,Michael Berenstein
+585,Animation,Brett Coderre
+585,Animation,Ricardo Curtis
+585,Animation,Bobby Beck
+585,Animation,Karen Kiser
+585,Animation,Robert H. Russ
+585,Animation,Sanjay Patel
+585,Animation,Roger Rose
+585,Animation,Ross Stevenson
+585,Animation,Kureha Yokoo
+585,Animation Department Coordinator,Jenni Tsoi
+585,Second Film Editor,Ken Schretzmann
+585,Editor,Robert Grahamjones
+585,First Assistant Editor,Torbin Xan Bullock
+585,Editorial Production Assistant,Renee Steen
+585,Modeling,Mark Adams
+585,Modeling,Christine Waggoner
+585,Shading,Sue Maatouk-Kalache
+585,Shading,Gina Trbovich-Malewicz
+585,Lighting Manager,Mark Nielsen
+585,Production Coordinator,Bahram Hooshmand
+585,Software Team Lead,Brad Andalman
+585,Software Team Lead,Rob Cook
+585,Software Team Lead,Bena Currin
+585,Software Engineer,Ronen Barzel
+585,Documentation & Support,Tom Deering
+585,Camera Department Manager,Perrin Cutting
+585,Camera Supervisor,Louis Rivera
+585,Machinist,Drew Rogge
+585,Department Administrator,Beth Sullivan
+585,Information Systems Manager,Erik Forman
+585,Editorial Services,Andra Smith
+585,Sound Editor,Doc Kane
+585,Foley,Dennie Thorpe
+585,Mix Technician,Juan Peralta
+585,Director,Pete Docter
+585,Musician,George Doering
+585,Visual Effects Supervisor,Bob Whitehill
+585,ADR Editor,Morten Folmer Nielsen
+585,Key Hair Stylist,LeighAnna Frostad
+585,Production Manager,Bruce J. Nachbar
+585,Orchestrator,Jonathan Sacks
+585,Visual Effects,Dan Lee
+76170,Casting,Suzanne Smith
+76170,Director,James Mangold
+76170,Editor,Michael McCusker
+76170,Casting,Sarah Katzman
+76170,Sound Re-Recording Mixer,Ron Bartlett
+76170,Supervising Art Director,Ian Gracie
+76170,Art Direction,Michael Turner
+76170,ADR & Dubbing,David Betancourt
+76170,Casting Associate,Jeremy Gordon
+76170,Casting,Yôko Narahashi
+76170,Characters,"John Romita, Sr."
+76170,Foley,Dan O'Connell
+76170,Dialogue Editor,Jim Brookshire
+76170,Script Supervisor,Sheila Waldron
+76170,Special Effects Coordinator,Leanne Brooks
+76170,Supervising Sound Editor,Donald Sylvester
+76170,Costume Supervisor,Art Reasonover
+76170,Carpenter,Olli Sillankorva
+76170,Carpenter,Joshua Zeigler
+76170,First Assistant Camera,Matt Toll
+1893,Director,George Lucas
+1893,Executive Producer,George Lucas
+1893,Producer,Rick McCallum
+1893,Art Direction,Peter Russell
+1893,Production Design,Gavin Bocquet
+1893,Animation,Chuck Duke
+49519,Writer,John Cleese
+49519,Producer,Jane Hartwell
+49519,Director,Chris Sanders
+49519,Director,Kirk De Micco
+49519,Writer,Kirk De Micco
+49519,Digital Producer,David Lee
+2395,Director of Photography,Thierry Arbogast
+2395,Casting,Pierre-Jacques Bénichou
+2395,Executive Producer,Pierre Grunstein
+2395,Set Designer,Aline Bonetto
+2395,Director,Thomas Langmann
+2395,Author,Albert Uderzo
+2395,Director,Frédéric Forestier
+2395,Screenplay,Olivier Dazat
+12100,Casting,Mindy Marin
+12100,Executive Producer,C.O. Erickson
+12100,Director,John Woo
+12100,Producer,John Woo
+12100,Set Decoration,Richard C. Goddard
+12100,Makeup Department Head,Steve LaPorte
+12100,Editor,Jeff Gullo
+12100,Producer,Alison R. Rosenzweig
+12100,Sound Re-Recording Mixer,David E. Fluhr
+12100,Steadicam Operator,Gregory Lundsgaard
+12100,First Assistant Editor,Ray Boniker
+12100,Script Supervisor,Cate Hardman
+12100,Art Department Coordinator,Lynette Wich
+290595,Music,James Newton Howard
+290595,Screenplay,Craig Mazin
+290595,Director,Cedric Nicolas-Troyan
+98566,Producer,Michael Bay
+98566,Director of Photography,Lula Carvalho
+98566,Producer,Andrew Form
+98566,Producer,Scott Mednick
+98566,Director,Jonathan Liebesman
+98566,Writer,Evan Daugherty
+98566,Animation,Mike Dharney
+98566,Animation,Cameron Folds
+98566,Animation,Christian Liliedahl
+98566,Animation,Andrew Malesky
+98566,Animation,Jee Young Park
+98566,Animation,Pete Peggy
+98566,Layout,Adam Schnitzer
+98566,Animation,Rini Sugianto
+98566,Animation,Luis Carlos Uribe
+98566,Animation,Phan Wiantrakoon
+98566,Grip,Shaun Lowry
+49047,Supervising Art Director,Mark Scruton
+49047,Director,Alfonso Cuarón
+49047,Writer,Alfonso Cuarón
+49047,Sound Designer,Glenn Freemantle
+49047,Dialogue Editor,Gillian Dodders
+49047,Writer,Jonás Cuarón
+49047,Editor,Mark Sanger
+49047,Executive Producer,Nikki Penny
+49047,Sound Re-Recording Mixer,Niv Adiri
+49047,Sound Effects Editor,Danny Freemantle
+49047,Dialogue Editor,Emilie O'Connor
+49047,Rigging Gaffer,Wayne Leach
+49047,Digital Intermediate,Todd Kleparski
+49047,Hairstylist,Janine Rath
+49047,Steadicam Operator,Alf Tramontin
+49047,Makeup Artist,Pamela S. Westmore
+49047,CG Supervisor,Andy Walker
+49047,Animation Supervisor,David Shirk
+49047,CG Supervisor,Chris Lawrence
+49047,Simulation & Effects Artist,Michelle Dean
+49047,Simulation & Effects Artist,Bastian Klucker
+49047,Simulation & Effects Artist,Chirag Mistry
+49047,Visual Effects Editor,Lukasz Bukowiecki
+49047,First Assistant Editor,Tania Clarke
+49047,First Assistant Editor,Debs Richardson
+49047,Publicist,Lisa Stone
+49047,Associate Producer,Gabriela Rodríguez
+9619,Casting,Mike Fenton
+9619,Director of Photography,Andrzej Bartkowiak
+9619,Production Design,J. Dennis Washington
+9619,Director,Roger Donaldson
+9619,Associate Producer,Geoff Murphy
+9619,Producer,Joseph Singer
+9619,Unit Production Manager,Marie Cantin
+9619,Assistant Art Director,Ann Harris
+9619,Special Effects Supervisor,Dean W. Miller
+9619,Makeup Department Head,Kenny Myers
+9619,First Assistant Editor,David Crowther
+9619,Stunts,Perry Barndt
+9619,Still Photographer,Ben Glass
+9619,Transportation Coordinator,David Marder
+9619,Production Manager,David Sanger
+9619,Scoring Mixer,Dennis S. Sands
+9619,Unit Publicist,Peter Haas
+9619,Hairstylist,Karen Asano-Myers
+9619,Transportation Co-Captain,Richard Austin
+9619,Color Timer,Dennis McNeill
+9619,Sound Mixer,David MacMillan
+9619,Leadman,Daril Alder
+9619,Art Department Coordinator,Dominique Arcadio
+9619,Technical Supervisor,Josh Kirschenbaum
+9619,Production Illustrator,Robert Branham
+9619,Standby Painter,Robert Papegaay
+9619,Grip,Jim Brusseau
+9619,Carpenter,Larry Morgan
+9619,Craft Service,Michael D. Starks
+9619,Driver,Chris Anderson
+9619,Loader,Yusef Edmonds
+9619,Makeup Effects,Glen P. Griffin
+9619,Propmaker,Steven Fuller
+9619,Set Production Assistant,Tammy R. Dickson
+9619,Video Assist Operator,Stan Harrison
+9619,Script Coordinator,Christopher G. Cowen
+9619,Editorial Production Assistant,Scott A. Lopez
+9619,Electrician,Joseph Emanuele
+9619,Gaffer,Curtis Bradford
+9619,Rigging Gaffer,Blaise Dahlquist
+9619,Production Accountant,Audrey Ritterman-Estes
+9619,Storyboard,Timothy Braniff
+308531,Casting,Lisa Fields
+308531,Executive Producer,Josh Appelbaum
+308531,Screenplay,André Nemec
+308531,Director,Dave Green
+308531,Unit Production Manager,Wendy Williams
+166424,Editor,Stephen E. Rivkin
+166424,Executive Producer,Stan Lee
+166424,Costume Design,George L. Little
+166424,Sound Designer,Warren Hendriks
+166424,Music Editor,Curt Sobel
+166424,Visual Effects Supervisor,Kenneth Nakada
+166424,Creative Consultant,Mark Millar
+166424,First Assistant Camera,Clyde E. Bryan
+166424,Director,Josh Trank
+166424,Editor,Elliot Greenberg
+166424,Supervising Art Director,Tom Frohling
+166424,Art Direction,Brian Kane
+166424,Foley,Dan O'Connell
+166424,Sound Designer,Craig Henighan
+166424,Supervising Sound Editor,Craig Henighan
+166424,Script Supervisor,Dug Rotstein
+166424,Researcher,Joel Thingvall
+166424,Sound Re-Recording Mixer,Shayna Brown
+166424,Art Direction,Clint Wallace
+166424,Property Master,Andrew M. Siegel
+166424,Visual Effects Supervisor,François Dumoulin
+166424,Set Costumer,Tricia Yoo
+166424,ADR & Dubbing,Jim Brookshire
+166424,Sound Editor,Benjamin Beardwood
+166424,Camera Operator,Patrick B. O'Brien
+166424,First Assistant Editor,Matt Tassone
+166424,Sound Designer,Wayne Lemmer
+166424,Camera Operator,Joseph V. Cicio
+166424,Set Costumer,Adriane Bennett
+166424,Camera Operator,Daniel C. Gold
+166424,Animation Director,Leon Woud
+166424,Orchestrator,Jon Kull
+166424,Armorer,Larry Zanoff
+166424,Conceptual Design,Zachary Berger
+166424,Orchestrator,Rossano Galante
+166424,Makeup Artist,Lisa Rocco
+166424,ADR & Dubbing,Justine Baker
+166424,CG Supervisor,Sean Noel Walker
+166424,VFX Editor,Oleg Jiliba
+166424,VFX Editor,Michel Raad
+166424,First Assistant Editor,Patrick J. Smith
+166424,Visual Effects Supervisor,Blaine Lougheed
+166424,Visual Effects Supervisor,Patrick Ledda
+166424,Visual Effects Editor,Jenna Barratt
+166424,Production Office Assistant,Frank Reina
+1593,Screenplay,Thomas Lennon
+1593,Art Direction,Michael Diner
+1593,Set Decoration,Lin MacDonald
+1593,Director,Shawn Levy
+1593,Producer,Shawn Levy
+1593,Producer,Michael Barnathan
+254128,Foley,Ellen Heuer
+254128,Casting,Nina Henninger
+254128,Supervising Sound Editor,Per Hallberg
+254128,Costume Design,Wendy Chuck
+254128,Director of Photography,Steve Yedlin
+254128,Second Unit Cinematographer,David Burr
+254128,Story,Jeremy Passmore
+254128,Director,Brad Peyton
+254128,Casting,Kirsty McGregor
+254128,Foley,Dan O'Connell
+254128,Sound Re-Recording Mixer,Gregg Landaker
+254128,Sound Effects Editor,Jon Title
+254128,Camera Operator,Greg Baldi
+254128,Sound Re-Recording Mixer,Tim LeBlanc
+254128,Sound Designer,Ann Scibelli
+254128,Camera Operator,Keir Beck
+254128,Sound Designer,Peter Staubli
+254128,Sound Effects Editor,Dan Hegeman
+254128,ADR & Dubbing,Chris Jargo
+254128,Visual Effects Editor,Mark Edward Wright
+254128,ADR & Dubbing,Laura Graham
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+714,Director,Roger Spottiswoode
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+714,Art Direction,Jonathan Lee
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+2024,Sound Effects Editor,Harry Cohen
+2024,Director,Roland Emmerich
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+2024,Set Decoration,Victor J. Zolfo
+2024,Producer,Dean Devlin
+2024,Director of Photography,Caleb Deschanel
+2024,Supervising Sound Editor,Per Hallberg
+2024,Set Designer,Chad S. Frey
+2024,Executive Producer,William Fay
+2024,Co-Producer,Peter Winther
+2024,Editor,Christopher Holmes
+2024,Unit Production Manager,James Dyer
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+2024,Set Costumer,Jeanie Baker
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+2024,Camera Intern,Reid Russell
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+2024,Foley,Matthew Dettmann
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+2024,Casting Associate,Elizabeth Greenberg
+2024,Post Production Supervisor,James K. Jensen
+2024,Assistant Director,Chris Brighton
+2024,Painter,Sean Bernard
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+2024,Set Dressing Artist,Gillian Albinski
+2024,Set Medic,Clyde D. Baisey
+2024,Transportation Captain,John Rice Sr.
+2024,Best Boy Electric,Sean Devine
+2024,Lighting Technician,Ronald M. Betts
+2024,Rigging Grip,Jerry C. Deats
+2024,Production Accountant,Christina Vaeth
+2024,Special Effects Supervisor,Terry Chapman
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+262500,Sound Designer,Harry Cohen
+262500,Producer,Douglas Wick
+262500,Casting,Mary Vernieu
+262500,Screenplay,Akiva Goldsman
+262500,Costume Design,Louise Mingenbach
+262500,Executive Producer,Barry H. Waldman
+262500,Screenplay,Mark Bomback
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+262500,Stunts,Elena Sanchez
+262500,Sound Designer,Jon Title
+262500,Producer,Pouya Shahbazian
+262500,Makeup Department Head,Brad Wilder
+262500,Dolby Consultant,James Wright
+262500,Sound Re-Recording Mixer,Michael Minkler
+262500,Dialogue Editor,Michelle Pazer
+262500,Makeup Artist,Michal Bigger
+262500,Hairstylist,Ryan Trygstad
+262500,VFX Artist,Aaron Williams
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+262500,Art Direction,Michael H. Ward
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+262500,Stunts,Karin Silvestri
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+2567,Production Design,Dante Ferretti
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+2567,Special Effects Supervisor,R. Bruce Steinheimer
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+2567,Dialogue Editor,Laura Civiello
+2567,Executive Producer,Aslan Nadery
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+2567,First Assistant Editor,Tom Foligno
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+2567,Art Department Coordinator,Doris Simard
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+2567,Visual Effects Editor,Scott Sohan
+2567,Steadicam Operator,Francois Archambault
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+2567,Propmaker,Michael Crowe
+2567,Camera Technician,Tim Arasheben
+2567,Animation Supervisor,Pepe Valencia
+2567,First Assistant Editor,Scott Brock
+2567,Sound Mixer,Petur Hliddal
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+38745,Supervising Art Director,Peter Russell
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+38745,Editor,Maryann Brandon
+38745,Production Design,Gavin Bocquet
+38745,Art Direction,Rod McLean
+38745,Director,Rob Letterman
+38745,Novel,Jonathan Swift
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+40805,Director,Michel Gondry
+40805,Original Music Composer,James Newton Howard
+40805,Costume Design,Kym Barrett
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+40805,Characters,George W. Trendle
+40805,Visual Effects Editor,Chris O'Connell
+40805,Stunts,Brian Avery
+53182,Novel,Frank Miller
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+53182,Director,Noam Murro
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+53182,Costume Supervisor,Jasmina Vasileva
+53182,Foley,Dan O'Connell
+53182,Set Costumer,Vyarka Sirkova
+53182,Dialogue Editor,David V. Butler
+53182,Foley,John T. Cucci
+53182,Editor,Wyatt Smith
+53182,Set Decoration,Jenny Oman
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+53182,Construction Coordinator,Brian Shell
+53182,Set Designer,Randall D. Wilkins
+53182,Sound Re-Recording Mixer,Chris Jenkins
+53182,Sound Designer,Tom Ozanich
+53182,Special Effects Coordinator,Allen Hall
+53182,Visual Effects Supervisor,Charley Henley
+53182,Visual Effects Producer,Michel Mielke
+53182,Visual Effects Producer,Julie Orosz
+53182,Visual Effects Supervisor,Danielle Plantec
+53182,Set Costumer,Tricia Yoo
+53182,Transportation Coordinator,George A. Sack
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+53182,Visual Effects Editor,Brad Minnich
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+41513,Director,Raja Gosnell
+41513,Executive Producer,Ezra Swerdlow
+41513,Editor,Sabrina Plisco
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+41513,Animation,Mike Dharney
+41513,Animation,Kevin Webb
+41513,VFX Artist,Aaron Williams
+13700,Casting,Mary Hidalgo
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+13700,Supervising Animator,Bruce W. Smith
+13700,Casting,Matthew Jon Beck
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+13700,Director,John Sanford
+13700,Supervising Animator,Mark Henn
+13700,Background Designer,Michael Kurinsky
+13700,Visual Effects Supervisor,Marlon West
+13700,Production Manager,Tamara Boutcher
+13700,Background Designer,Sunny Apinchapong
+13700,Story,Sam Levine
+13700,Supervising Animator,Russ Edmonds
+13700,Background Designer,James J. Martin
+13700,Background Designer,Tom Woodington
+13700,Background Designer,Debbie DuBois
+13700,Background Designer,Don Moore
+13700,Background Designer,Maryann Thomas
+13700,Production Accountant,Julianne Hale
+13700,Technical Supervisor,Christopher W. Gee
+13700,Color Timer,Bruce Tauscher
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+262504,Producer,Douglas Wick
+262504,Costume Design,Marlene Stewart
+262504,Director of Photography,Florian Ballhaus
+262504,Production Design,Alec Hammond
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+262504,Producer,Lucy Fisher
+262504,Visual Effects Supervisor,Stefen Fangmeier
+262504,Director,Robert Schwentke
+262504,Screenplay,Adam Cooper
+262504,Screenplay,Bill Collage
+262504,Supervising Art Director,Alan Hook
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+262504,Makeup Department Head,Edouard F. Henriques
+262504,Visual Effects Supervisor,Paul Butterworth
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+262504,Visual Effects Supervisor,Tim LeDoux
+262504,Visual Effects Producer,Allan Magled
+262504,Sound Effects Editor,David C. Hughes
+262504,Set Costumer,Sean Haley
+262504,Construction Coordinator,Greg John Callas
+262504,Hair Department Head,Yolanda Toussieng
+262504,Production Supervisor,Mika Saito
+262504,First Assistant Editor,Tony Bacigalupi
+262504,Hairstylist,Wyatt Belton
+262504,Art Department Coordinator,Chloe Lipp
+262504,Visual Effects Supervisor,Laurent Spillemaecker
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+262504,Visual Effects Coordinator,Sara Bourque
+262504,Casting Associate,Riva Cahn Thompson
+262504,CG Supervisor,Oded Raz
+262504,CG Supervisor,Colin Ebbeson
+262504,Sequence Supervisor,Gabriel Saint-Aubin
+262504,Sequence Supervisor,Simon Leclair
+262504,Sequence Supervisor,Brendan Seals
+262504,Visual Effects Coordinator,Lorna Kidjo
+262504,Visual Effects Producer,Claudia Butenberg
+262504,Visual Effects Supervisor,Mark Stasiuk
+262504,Researcher,Lizzy Jane Klein
+39254,Executive Producer,Robert Zemeckis
+39254,Music Editor,Bill Abbott
+39254,Producer,Don Murphy
+39254,Casting,David Rubin
+39254,Set Decoration,Victor J. Zolfo
+39254,Story,Richard Matheson
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+39254,Story,Jeremy Leven
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+77931,Visual Effects Design Consultant,David Settlow
+1639,Director of Photography,Jack Green
+1639,Set Decoration,Cindy Carr
+1639,Director,Jan de Bont
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+1639,Producer,Jan de Bont
+1639,Casting,Risa Bramon Garcia
+1639,Costume Design,Louise Frogley
+1639,Producer,Steve Perry
+1639,Production Supervisor,Dana Belcastro
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+1639,Visual Effects Supervisor,Stefen Fangmeier
+1639,Producer,Michael Peyser
+1639,Unit Production Manager,Jeffrey Downer
+1639,Production Sound Mixer,Robert Janiger
+1639,Stunts,Laura Albert
+1639,Camera Intern,Heather Green
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+1639,Costume Supervisor,Mitchell Ray Kenney
+1639,Dialogue Editor,Paul Timothy Carden
+1639,Steadicam Operator,David Luckenbach
+1639,Still Photographer,Ron Phillips
+1639,Camera Operator,Michael Genne
+1639,Visual Effects Producer,Kim Bromley
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+1639,Camera Technician,Jian Cong
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+80274,Editor,Lee Smith
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+80274,Director,Gavin Hood
+80274,Producer,Roberto Orci
+80274,Sound Recordist,Tim Gomillion
+80274,Hairstylist,Kathrine Gordon
+80274,Set Decoration,Peter Lando
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+80274,Gaffer,Raman Rao
+80274,Gaffer,Steve Mathis
+80274,Producer,Ed Ulbrich
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+80274,Visual Effects Supervisor,Tim Carras
+80274,Visual Effects Editor,Collette Nunes
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+80274,Visual Effects Supervisor,Mark Breakspear
+80274,Visual Effects Producer,Winston Helgason
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+80274,Visual Effects Editor,Steve Miller
+80274,Hairstylist,Daina Daigle
+80274,Makeup Artist,Remi Savva
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+80274,CG Supervisor,Earl Paraszczynec
+80274,CG Supervisor,Dusan Strugar
+80274,CG Supervisor,Hanzhi Tang
+80274,Visual Effects Producer,Annemarie Griggs
+80274,Visual Effects Editor,Ryan Valade
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+80274,Camera Operator,Matthew W. Davis
+80274,Digital Intermediate,Michael Cioni
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+1571,Visual Effects Supervisor,Patrick McClung
+1571,Assistant Art Director,Patricio M. Farrell
+1571,Script Supervisor,Trisha Burton
+1571,Set Designer,Timothy M. Earls
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+1571,Sound Effects Editor,Randy Kelley
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+1571,Camera Operator,Joseph V. Cicio
+1571,Digital Intermediate,Des Carey
+1571,Property Master,Guillaume DeLouche
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+1571,Set Designer,Jeff Ozimek
+1571,Sound Designer,Cameron Frankley
+1571,Visual Effects Producer,Joel Román Mendías
+1571,Visual Effects Editor,Ivan Landau
+1571,Set Costumer,Phillip Howard
+120,Director,Peter Jackson
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+120,Executive Producer,Mark Ordesky
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+120,Casting,Amy Hubbard
+10204,Co-Producer,Henning Molfenter
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+10204,Second Unit Cinematographer,Harvey Harrison
+10204,Property Master,Axel Kahnt
+10204,Gaffer,Albrecht Silberberger
+10204,Best Boy Electric,Roland Patzelt
+10204,Music Programmer,Steven Price
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+10204,Producer,Bill Badalato
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+10204,Digital Effects Producer,Catherine Duncan
+10204,Executive Producer,Alexander Schwartz
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+10204,Leadman,Sarawut Chincharoen
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+10204,Visual Effects,Lucy Ainsworth-Taylor
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+10204,ADR Voice Casting,Vanessa Baker
+10204,Carpenter,Jens Gaube
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+10204,Set Production Assistant,Juliane Walker
+10204,Stunts,Paul Andreovski
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+10588,Executive Producer,Maureen Peyrot
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+10588,Art Department Manager,Luc Desmarchelier
+2048,Casting,Jeanne McCarthy
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+2048,Director,Alex Proyas
+2048,Set Decoration Buyer,Michael Webb
+2048,First Assistant Camera,Paul Taylor
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+2048,Producer,Topher Dow
+2048,Assistant Art Director,Kendelle Elliott
+2048,Sound Designer,Erik Aadahl
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+2048,CG Supervisor,Guy Williams
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+2048,Associate Producer,John Kilkenny
+2048,Property Master,Dean Barker
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+2048,Art Department Coordinator,Franziska Keller
+2048,Painter,Mark N Tompkins
+2048,Digital Effects Supervisor,John Andrew Berton Jr.
+2048,Storyboard,James Doh
+2048,Production Manager,Mary Guilfoyle
+2048,Set Designer,Michael Elkan
+2048,Seamstress,Summer Eves
+2048,Craft Service,Violet Barisoff
+2048,Driver,Lawrence Albright
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+2048,Post-Production Manager,Anet Hambarsumian
+2048,Special Effects Coordinator,Mike Vézina
+2048,Production Supervisor,Eric Fox Hays
+2048,Sound Mixer,James Kusan
+2048,Visual Effects Supervisor,Dale Fay
+2048,Digital Producer,Lisa Spence
+1495,Editor,Dody Dorn
+1495,Director,Ridley Scott
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+1495,Sound Editor,Christopher Assells
+1495,Art Direction,John King
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+1495,Construction Coordinator,Alain Brochu
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+1495,Dialogue Editor,Simon Chase
+1495,Art Department Assistant,Saida Elidrissi
+1495,Additional Camera,Brahim Ait Belkas
+1495,CGI Supervisor,John Harvey
+1495,Unit Publicist,Quinn Donoghue
+10137,Music,Alan Silvestri
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+10137,Director,Rob Minkoff
+10137,Editor,Tom Finan
+10198,Executive Producer,John Lasseter
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+10198,Screenplay,John Musker
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+10198,Screenplay,Rob Edwards
+10198,Casting,Jen Rudin
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+10198,Associate Producer,Craig Sost
+10198,Supervising Animator,Anthony DeRosa
+10198,Background Designer,Sunny Apinchapong
+10198,Background Designer,Donna Prince
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+10198,Compositors,Claire Williams
+10198,Layout,James P. Alles
+10198,Background Designer,Kelly McGraw
+10198,Background Designer,Michael Humphries
+10198,Visual Effects Supervisor,Kyle Odermatt
+10198,Layout,Rasoul Azadani
+10198,Background Designer,Doug Ball
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+10198,Visual Development,Jim Martin
+10198,Visual Development,Sai Ping Lok
+10198,Supervising Animator,Mike Surrey
+10198,Story,Jason Oremland
+10198,Original Story,E.D. Baker
+10198,Executive Producer,Aghi Koh
+10198,Visual Development,Ed Li
+286217,Director,Ridley Scott
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+286217,Special Effects Supervisor,Neil Corbould
+286217,Casting,Zsolt Csutak
+286217,Casting,Carmen Cuba
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+286217,Set Decoration,Celia Bobak
+286217,Set Decoration,Zoltán Horváth
+286217,Sound Designer,Michael Fentum
+286217,VFX Editor,Mark Carr
+286217,Art Department Coordinator,Éva Zöld
+286217,Wigmaker,Alex Rouse
+286217,Visual Effects Supervisor,Brooke Lyndon-Stanford
+286217,ADR & Dubbing,Rachael Tate
+286217,Visual Effects Producer,Daniel Matley
+286217,Armorer,Péter Behan
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+286217,Art Direction,László Rajk
+286217,Carpenter,Norbert Alte Fieszl
+286217,Orchestrator,David Butterworth
+286217,CG Supervisor,Martin Waters
+1635,Director,Michael Bay
+1635,Producer,Michael Bay
+1635,Sound Effects Editor,Michael Payne
+1635,Special Effects Coordinator,John Frazier
+1635,Visual Effects Supervisor,Eric Brevig
+1635,Production Design,Nigel Phelps
+1635,Set Decoration,Rosemary Brandenburg
+1635,Sound Effects Editor,Christopher Assells
+1635,Screenplay,Alex Kurtzman
+1635,Screenplay,Roberto Orci
+1635,Original Music Composer,Steve Jablonsky
+1635,Dialogue Editor,David A. Whittaker
+1635,Makeup Artist,Greg Funk
+1635,Music Editor,Del Spiva
+1635,Key Costumer,Kim M. Holly
+1635,Sound Editor,David Werntz
+1635,Sound Effects Editor,Chris Hogan
+1635,Casting,Christine Globke Saric
+24113,Director,Peter Chelsom
+9679,Producer,Jerry Bruckheimer
+9679,Associate Producer,Pat Sandston
+9679,Editor,Chris Lebenzon
+9679,Editor,Roger Barton
+9679,Editor,Tom Muldoon
+9679,Director,Dominic Sena
+9679,Set Decoration,Don Diers
+9679,Stunts,Nancy Young
+9679,Art Direction,Stacey R. Litoff
+98,Original Music Composer,Hans Zimmer
+98,Director,Ridley Scott
+98,Executive Producer,Ridley Scott
+98,Director of Photography,John Mathieson
+98,Set Decoration,Crispian Sallis
+98,Editor,Pietro Scalia
+98,Sound,Scott Martin Gershin
+98,Art Direction,Keith Pain
+98,Assistant Art Director,Adam O'Neill
+98,Associate Producer,Terry Needham
+98,Sound Effects Editor,Christopher Assells
+98,Casting Associate,Stephanie Corsalini
+98,Property Master,Graeme Purdy
+98,Camera Operator,Branko Knez
+98,Sound Re-Recording Mixer,Scott Millan
+98,Stunt Coordinator,Phil Neilson
+98,First Assistant Editor,Chisako Yokoyama
+98,Camera Operator,Peter Taylor
+98,Sound Re-Recording Mixer,Frank A. Montaño
+98,Unit Publicist,Rob Harris
+98,ADR & Dubbing,Chris Jargo
+98,ADR & Dubbing,David A. Cohen
+98,Visual Effects Supervisor,Rob Harvey
+98,CG Supervisor,Laurent Hugueniot
+98,Scenic Artist,Cynthia Sadler
+98,Visual Effects Editor,Wesley Sewell
+98,Casting,Mustapha Charif
+98,Casting,Kathleen Mackie
+98,First Assistant Editor,Michael Reynolds
+98,Location Manager,Mike Higgins
+98,Special Effects,John Evans
+98,Title Graphics,Robert Dawson
+180,Casting,Denise Chamian
+180,Director,Steven Spielberg
+180,Editor,Michael Kahn
+180,Short Story,Philip K. Dick
+180,Production Design,Alex McDowell
+180,Producer,Jan de Bont
+180,Producer,Gerald R. Molen
+180,Additional Music,Matthew Ferraro
+180,Original Music Composer,Paul Haslinger
+180,Associate Producer,Michael Doven
+180,Supervising Sound Editor,Richard Hymns
+180,Associate Producer,Sergio Mimica-Gezzan
+180,Helicopter Camera,Larry Blanford
+180,Production Supervisor,Peter M. Tobyansen
+180,Sculptor,Fred Arbegast
+180,Assistant Art Director,Jeffrey Mossa
+180,Boom Operator,Robert Jackson
+180,Camera Intern,Keith Dunkerley
+180,Key Costumer,Cheryl Beasley Blackwell
+180,Script Supervisor,Ana Maria Quintana
+180,Construction Coordinator,John Villarino
+180,Greensman,Ronald S. Baratie
+180,Transportation Captain,Mike Shannon
+180,Property Master,Jerry Moss
+180,Construction Foreman,Mike Villarino
+180,Steadicam Operator,Gregory Lundsgaard
+180,Visual Effects Coordinator,Lori Arnold
+180,Hairstylist,Lydia Bensimmon
+180,Rigging Gaffer,Brian Lukas
+180,Casting Assistant,Dena Berman
+180,Stunts,Kevin Abercrombie
+180,Key Grip,Jim Kwiatkowski
+180,Standby Painter,Tony Leonardi
+180,Rigging Grip,Kevin Fahey
+180,Location Scout,Kathleen Beall
+180,Post Production Assistant,Mark George Gillard
+180,Propmaker,Marc Braun
+180,Software Engineer,Ted Burge
+180,Best Boy Electric,Michael Arvanitis
+180,Electrician,Robert Amerian Jr.
+180,Lighting Supervisor,David Blizard
+180,Researcher,Marissa Levin
+180,Studio Teachers,Lois Carl
+180,2D Artist,Brandon Criswell
+180,Grip,Danny Andres
+180,Marine Coordinator,Jeff Johnson
+180,Lead Animator,Janice Lew
+672,Original Music Composer,John Williams
+672,Director of Photography,Roger Pratt
+672,Director,Chris Columbus
+672,Producer,David Heyman
+672,Casting,Karen Lindsay-Stewart
+672,Makeup Artist,Clare Le Vesconte
+672,Conductor,William Ross
+672,Art Direction,Mark Bartholomew
+672,Art Direction,John King
+672,Unit Production Manager,Bernard Bellew
+672,Art Direction,Lucinda Thomson
+672,First Assistant Editor,Jonathan Lucas
+672,Set Production Assistant,Tom Brewster
+672,Layout,David Hanks
+672,Wardrobe Supervisor,Dan Grace
+672,Transportation Coordinator,David Rosenbaum
+672,Gaffer,Chuck Finch
+672,Construction Coordinator,Amanda Pettett
+672,Script Supervisor,Annie Penn
+672,Scoring Mixer,Simon Rhodes
+672,Visual Effects Producer,Fiona Chilton
+672,Wigmaker,Alex Rouse
+672,Visual Effects Supervisor,Tim Burke
+672,Dialogue Editor,Colin Ritchie
+672,Property Master,Barry Wilkinson
+672,Location Manager,Nick Daubeny
+672,Special Effects Supervisor,John Richardson
+672,Production Controller,John Trehy
+672,Standby Painter,Paul Couch
+672,Researcher,Celia Barnett
+672,Production Manager,David Carrigan
+672,Boom Operator,June Prinz
+672,Sound Mixer,Tim Blackham
+672,Painter,Keith Connolly
+672,Key Grip,Pat Garrett
+672,Makeup Effects,Sarah Nolte
+672,Scenic Artist,Marcus Williams
+672,Best Boy Electric,David Appleby
+672,Lighting Technician,Jamie Knight
+672,Finance,Brenda Coxon
+672,Negative Cutter,Mo Henry
+672,Third Assistant Director,William Dodds
+672,Musician,Steve Mair
+672,Second Assistant Director,Fiona Richards
+672,Animal Coordinator,Gary Gero
+672,CG Animator,Mike Cusack
+36557,Screenplay,Paul Haggis
+36557,Editor,Stuart Baird
+36557,Art Direction,Peter Francis
+36557,Art Direction,Steven Lawrence
+36557,Sound Effects Editor,James Boyle
+36557,Director,Martin Campbell
+36557,Set Decoration,Simon Wakefield
+36557,Sound Effects Editor,James Harrison
+36557,Special Effects,Gino De Rossi
+36557,Executive Producer,Wayne Anthony
+36557,Visual Effects,Martin Body
+36557,Assistant Art Director,Peter Dorme
+36557,Gaffer,Eddie Knight
+36557,Camera Operator,Clive Jackson
+36557,Transportation Coordinator,Jiri Husak
+36557,Sound Re-Recording Mixer,Chris Burdon
+36557,Still Photographer,Susie Allnutt
+36557,Greensman,Ian Whiteford
+36557,Stunt Coordinator,Gary Powell
+36557,Steadicam Operator,Jaromir Sedina
+36557,Foley,Paul Hanks
+36557,Helicopter Camera,John Marzano
+36557,Stunt Coordinator,Pavel Cajzl
+36557,Visual Effects Supervisor,Val Wardlaw
+36557,Makeup Artist,Hana Surkalova
+36557,Production Manager,Sabrina Allaria
+36557,Special Effects Coordinator,Pavel Sagner
+36557,Digital Intermediate,Maria Stroka
+36557,First Assistant Editor,Kate Baird
+36557,Location Manager,Simona Serafini
+36557,Location Manager,Robin Higgs
+36557,Location Manager,Steve Harvey
+36557,Script Supervisor,Aminta Townshend
+36557,Assistant Director,Lisa Romano
+36557,Music Editor,Robin Whittaker
+869,Director,Tim Burton
+869,Author,Mark Rosenthal
+869,Art Direction,Sean Haworth
+869,Novel,Pierre Boulle
+869,Set Decoration,Rosemary Brandenburg
+280,Executive Producer,Gale Anne Hurd
+280,Director,James Cameron
+280,Editor,Richard A. Harris
+280,Costume Design,Marlene Stewart
+280,Makeup Artist,Jeff Dawn
+280,Stunt Coordinator,Joel Kramer
+280,Hairstylist,Robert L. Stevenson
+280,Assistant Director,Terry Miller
+280,Camera Operator,Mike Benson
+280,Script Supervisor,Joyce King
+280,Cableman,Knox White
+280,Script Supervisor,Trudy Ramirez
+280,Casting,Paul Cruz
+280,Visual Effects Design Consultant,John Bruno
+280,Music Editor,Dan Garde
+280,Key Hair Stylist,Peter Tothpal
+280,Scoring Mixer,Tim Boyle
+11322,Costume Design,Colleen Atwood
+11322,Director,Michael Mann
+11322,Editor,Paul Rubell
+11322,Makeup Artist,Patty York
+11322,Original Music Composer,Elliot Goldenthal
+11322,Supervising Art Director,Patrick Lumb
+11322,Director of Photography,Dante Spinotti
+11322,Visual Effects Supervisor,Bill Taylor
+11322,Producer,Kevin Misher
+11322,Screenplay,Ronan Bennett
+11322,Visual Effects Editor,Ken Blackwell
+11322,Set Costumer,Claire Hedlund
+11322,Foley,John Roesch
+11322,Makeup Department Head,Jane Galli
+11322,Visual Effects Producer,Kim Lee
+11322,Gaffer,Bob E. Krattiger
+11322,Visual Effects Editor,Jeremy Bradley
+11322,Digital Intermediate,Nick Monton
+11322,Second Unit Cinematographer,Gary Jay
+11322,Sound Effects Editor,James Morioka
+11322,ADR & Dubbing,Russell Farmarco
+11322,Assistant Costume Designer,Christine L. Cantella
+11322,ADR & Dubbing,Cameron Steenhagen
+11322,Key Hair Stylist,Agnes M. Gibicar
+11322,Casting Associate,Conor Dooley
+11322,Set Costumer,Amber Jordyn
+11322,Set Costumer,Amanda McLaughlin
+11322,Researcher,Rebekah Burgess
+11322,Armorer,Howard Fannon
+11322,First Assistant Camera,Chris Cuevas
+11322,First Assistant Camera,Dominic Napolitano
+11322,Sound Effects Editor,Sandy Berman
+11322,First Assistant Editor,Brian Scott Olds
+4982,Director,Ridley Scott
+4982,Production Design,Arthur Max
+4982,Set Decoration,Leslie E. Rollins
+4982,Supervising Sound Editor,Per Hallberg
+4982,Executive Producer,James Whitaker
+4982,Original Music Composer,Marc Streitenfeld
+4982,Thanks,Muhammad Ali
+4982,Thanks,Joe Frazier
+4982,Utility Stunts,John Cenatiempo
+4982,Dialogue Editor,Kimaree Long
+4982,Camera Operator,Craig Haagensen
+4982,Camera Operator,Larry McConkey
+4982,Music Editor,Del Spiva
+4982,Set Costumer,Hartsell Taylor
+4982,Sound Re-Recording Mixer,Bob Beemer
+4982,Sound Re-Recording Mixer,Michael Minkler
+4982,Sound Effects Editor,Peter Staubli
+4982,Casting Associate,Elizabeth Greenberg
+4982,Art Department Coordinator,Julia G. Hickman
+36955,Editor,Mark Goldblatt
+36955,Screenplay,James Cameron
+36955,Director,James Cameron
+36955,Producer,James Cameron
+36955,Executive Producer,Lawrence Kasanoff
+36955,Art Direction,Michael Novotny
+36955,Set Decoration,Ray Fisher
+36955,Visual Effects Supervisor,John Bruno
+18487,Director,Tony Scott
+18487,Screenplay,Brian Helgeland
+18487,Director of Photography,Tobias A. Schliessler
+18487,Art Direction,David Swayze
+18487,Producer,Richard Baratta
+18487,Producer,Todd Black
+18487,Costume Supervisor,Thomas Beall
+18487,Costume Supervisor,Gail A. Fitzgibbons
+18487,Still Photographer,Rico Torres
+39451,Director,Paul Weitz
+39451,Writer,John Hamburg
+39451,Producer,John Hamburg
+39451,Music,Stephen Trask
+27581,Cinematography,Oliver Wood
+27581,Director,Adam McKay
+27581,Screenplay,Adam McKay
+9268,Original Music Composer,Alan Silvestri
+9268,Sound Effects Editor,Doug Jackson
+9268,Casting,Bonnie Timmermann
+9268,Production Design,Bill Kenney
+9268,Set Decoration,Garrett Lewis
+9268,Director,Chuck Russell
+9268,Location Manager,Peter M. Tobyansen
+9268,Screenplay,Tony Puryear
+9268,Second Unit Cinematographer,Mike Benson
+9268,Assistant Art Director,Dawn Snyder
+9268,Visual Effects Art Director,Scott Leberecht
+9268,Still Photographer,Bruce McBroom
+9268,Visual Effects Producer,Denise Ream
+9268,Sound Re-Recording Mixer,Jeffrey J. Haboush
+9268,Supervising Sound Editor,Alan Robert Murray
+9268,Dialogue Editor,Lucy Coldsnow-Smith
+9268,Sound Effects Editor,John Voss Bonds Jr.
+9268,Construction Coordinator,Marvin Salsberg
+9268,Visual Effects Supervisor,John E. Sullivan
+9268,Hairstylist,Beatrice De Alba
+9268,Sound Effects Editor,Walter Newman
+9268,Property Master,Joe Olsen
+9268,Visual Effects Producer,Lisa Fisher
+68718,Director,Quentin Tarantino
+68718,Casting,Victoria Thomas
+68718,Executive Producer,Bob Weinstein
+68718,Unit Production Manager,James W. Skotchdopole
+68718,Thanks,Sacha Baron Cohen
+68718,Production Design,J. Michael Riva
+68718,Dialect Coach,Tim Monich
+68718,Costume Design,Sharen Davis
+68718,Art Direction,Page Buckner
+68718,Producer,Reginald Hudlin
+68718,First Assistant Editor,Andrew S. Eisen
+68718,Producer,Pilar Savone
+68718,Foley,Gary A. Hecker
+68718,Makeup Effects,Gino Crognale
+68718,First Assistant Editor,Greg D'Auria
+68718,Makeup Effects,Jake Garber
+68718,Dialogue Editor,Michael Hertlein
+68718,Studio Teachers,Lauri Mills
+68718,Still Photographer,Andrew Cooper
+68718,Production Supervisor,Molly Allen
+68718,Music Editor,Robb Boyd
+68718,Set Designer,Molly Mikula
+68718,Production Supervisor,Marc A. Hammer
+68718,Makeup Artist,Tysuela Hill-Scott
+68718,Transportation Coordinator,A. Welch Lambeth
+68718,Transportation Coordinator,Steve Duncan
+68718,Grip,Bruce Del Castillo
+68718,Stunts,Craig Branham
+68718,Assistant Director,William Paul Clark
+10545,Songs,Alan Menken
+10545,Screenplay,Irene Mecchi
+10545,Co-Producer,Roy Conli
+10545,Story,Tab Murphy
+10545,Director,Gary Trousdale
+10545,Director,Kirk Wise
+10545,Screenplay,Noni White
+10545,Music Editor,Mark Green
+10545,Visual Development,Rick Maki
+10545,Layout,Jennifer Yuan
+10545,Animation,Roberto Casale
+10545,Dialogue Editor,Dan M. Rich
+11688,Original Music Composer,John Debney
+11688,Casting,Ruth Lambert
+11688,Casting,Mary Hidalgo
+11688,Original Story,Roger Allers
+11688,Director,Mark Dindal
+11688,Producer,Randy Fullmer
+11688,Editor,Pam Ziegenhagen
+11688,Animation,Tim Allen
+11688,Director of Photography,Thomas Baker
+11688,First Assistant Editor,Paul Carrera
+11688,Co-Art Director,Thomas Cardone
+76163,Executive Producer,Jason Constantine
+76163,Second Unit Cinematographer,Harvey Harrison
+76163,Director,Simon West
+76163,Story,Richard Wenk
+76163,Story,Ken Kaufman
+76163,Editor,Todd E. Miller
+76163,Visual Effects Producer,Scott Coulter
+76163,Costume Design,Lizz Wolf
+76163,Dialogue Editor,Christopher Eakins
+76163,Story,David Agosto
+76163,Camera Operator,Orlin Ruevski
+76163,Supervising Art Director,Adam A. Makin
+76163,Set Costumer,Jasmina Vasileva
+76163,Costume Supervisor,Anna Gelinova
+76163,Property Master,Dirk Buchmann
+76163,Digital Intermediate,Bruce Lomet
+76163,Still Photographer,Frank Masi
+76163,Visual Effects Art Director,Simeon Asenov
+76163,Helicopter Camera,John Marzano
+76163,Visual Effects Supervisor,Abhinav Sah
+76163,Unit Publicist,Gregg Brilliant
+76163,Makeup Artist,Valentin Valov
+76163,Camera Operator,Michael Applebaum
+76163,Visual Effects Supervisor,Stefan Tchakarov
+76163,Set Costumer,Patricia Gorman
+76163,Transportation Coordinator,Lubomir Evtimov
+76163,Script Supervisor,Rebecca Qin Jiang
+2059,Original Music Composer,Trevor Rabin
+2059,Director,Jon Turteltaub
+2059,Screenplay,Jim Kouf
+2059,Executive Producer,Charles Segars
+2059,Makeup Designer,Kris Evans
+2059,Supervising Art Director,Ray Chan
+2059,Production Supervisor,Douglas C. Merrifield
+2059,Visual Effects Coordinator,Andy Foster
+2059,Script Supervisor,Alicia Accardo
+2059,Visual Effects Producer,Kathy Chasen-Hay
+2059,Construction Coordinator,Greg John Callas
+2059,Transportation Coordinator,Bryce Guy Williams
+2059,Electrician,Russell Ayer
+2059,Production Illustrator,Darek Gogol
+2059,Executive In Charge Of Production,KristieAnne Reed
+2059,Special Effects Coordinator,J.C. Brotherhood
+2059,Hair Department Head,Matt Danon
+2059,Stunt Coordinator,George Marshall Ruge
+2059,Construction Foreman,Bert Rodriguez
+2059,Production Controller,Julie Jones
+2059,Lighting Technician,Dylan Rush
+2486,Producer,John Davis
+2486,Casting,Priscilla John
+2486,Editor,Masahiro Hirakubo
+2486,Director of Photography,Hugh Johnson
+2486,Director,Stefen Fangmeier
+2486,Visual Effects Supervisor,Samir Hoon
+2486,Visual Effects Supervisor,Michael J. McAlister
+2486,Stunts,James Bamford
+16523,Director,Spike Jonze
+16523,Producer,John B. Carls
+16523,Producer,Maurice Sendak
+116711,Director,Chris Wedge
+116711,Screenplay,James V. Hart
+116711,Production Design,William Joyce
+116711,Animation Supervisor,Galen T. Chu
+116711,Cinematography,Renato Falcão
+116711,Storyboard,Bob Camp
+116711,Camera Department Manager,Harald Kraut
+37710,Costume Design,Colleen Atwood
+37710,Casting,Susie Figgis
+37710,Director,Florian Henckel von Donnersmarck
+37710,Screenplay,Christopher McQuarrie
+37710,Screenplay,Julian Fellowes
+37710,Original Story,Jérôme Salle
+37710,Co-Producer,Denis O'Sullivan
+37710,Executive Producer,Olivier Courson
+37710,Art Direction,Susanna Codognato
+37710,Line Producer,David Nichols
+9946,Sound Effects Editor,Christopher Assells
+9946,Director,Peter Hyams
+9946,Director of Photography,Peter Hyams
+9946,Producer,Armyan Bernstein
+9946,Co-Producer,Andrew W. Marlowe
+9946,Writer,Andrew W. Marlowe
+9946,Executive Producer,Thomas A. Bliss
+9946,Production Coordinator,David Collier
+9946,Editor,Jeff Gullo
+9946,Foley,Jeffrey Wilhoit
+9946,Set Designer,Greg Berry
+9946,Unit Production Manager,Paul Deason
+9946,Steadicam Operator,Stephen S. Campanelli
+9946,Art Department Coordinator,Cheree Welsh
+9946,Script Supervisor,Tricia Ronten
+9946,Visual Effects Art Director,Ian Hunter
+9946,Transportation Captain,Mike Shannon
+9946,Sound Re-Recording Mixer,Michael Minkler
+9946,Still Photographer,Zade Rosenthal
+9946,Camera Operator,David Norris
+9946,Visual Effects Editor,Zeke Morales
+9946,Sound Effects Editor,Hector C. Gika
+9946,Visual Effects Editor,Kosta Saric
+9946,Hair Designer,Peter Tothpal
+9946,Key Hair Stylist,Jennifer Bell
+9946,Sound Effects Editor,Scott Sanders
+9946,Set Designer,Jeffrey Beck
+9946,Visual Effects Producer,Kurt Williams
+9946,Visual Effects Supervisor,Eric Durst
+9946,Rigging Gaffer,Charlie McIntyre
+9946,Location Manager,Kokayi Ampah
+9946,Location Manager,Michael Haro
+9946,Color Timer,Phil Hetos
+9946,Storyboard,James Doh
+9946,Craft Service,Tim Gonzales
+9946,Set Production Assistant,Kenny Chaplin
+9946,Driver,John Armstrong
+9946,Digital Compositors,Kenneth Au
+9946,Helicopter Camera,Craig Dyer
+9946,Loader,Paul Shane Durazo
+9946,Projection,Justin Blaustein
+9946,Systems Administrators & Support,Greg Bradner
+9946,Rigging Grip,Brad Duenkel
+9946,3D Artist,Ivan DeWolf
+1372,Production Design,Dan Weil
+1372,Casting,Moonyeenn Lee
+1372,Special Effects,Neil Corbould
+1372,Director,Edward Zwick
+1372,Producer,Darrell James Roodt
+1372,Hairstylist,Sharon Martin
+1372,Visual Effects,Romulo Adriano Jr.
+1372,Stunt Double,Francois Grobbelaar
+1372,Stunt Double,Mick 'Stuntie' Milligan
+1372,Executive Producer,Len Amato
+1372,Art Direction,Daran Fulham
+1372,Supervising Art Director,Ray Chan
+1372,Producer,Josh Gummersall
+1372,Property Master,Paul Hedges
+1372,Still Photographer,Jaap Buitendijk
+1372,Foley,Alyson Dee Moore
+1372,Sound Re-Recording Mixer,Anna Behlmer
+1372,Production Manager,Alan Shearer
+1372,Scenic Artist,Liz van den Berg
+1372,Visual Effects Editor,Neil Greenberg
+1372,Camera Operator,Leigh Mackenzie
+1372,Helicopter Camera,Adam Dale
+1372,Digital Intermediate,Donnie Creighton
+1372,Transportation Coordinator,Brian Baverstock
+1372,Unit Publicist,Rob Harris
+106646,Director,Martin Scorsese
+106646,Casting,Ellen Lewis
+106646,Post Production Supervisor,Kelley Cribben
+106646,ADR & Dubbing,David Boulton
+106646,Dialect Coach,Tim Monich
+106646,Art Direction,Chris Shriver
+106646,ADR & Dubbing,Bruce Winant
+106646,Music Supervisor,Randall Poster
+106646,Producer,Emma Tillinger Koskoff
+106646,Compositors,Brian Sales
+106646,Set Decoration,Ellen Christiansen
+106646,First Assistant Sound Editor,Chris Fielder
+106646,Thanks,Michael Bloomberg
+106646,Stunts,Stephen A. Pope
+106646,Stunts,Christopher Place
+106646,ADR & Dubbing,Greg Zimmerman
+106646,Assistant Costume Designer,Christopher Peterson
+106646,Assistant Director,Adam Somner
+106646,Co-Producer,Adam Somner
+106646,Stunts,Peter Epstein
+106646,Stunts,David Hugghins
+106646,Associate Producer,Marianne Bower
+106646,Thanks,Michael Storm Raven
+106646,Makeup Department Head,Mindy Hall
+106646,Assistant Art Director,John Pollard
+106646,Dialogue Editor,Philip Stockton
+106646,Stunts,Drew Leary
+106646,Stunts,Trevor Habberstad
+106646,Visual Effects Supervisor,Craig Barron
+106646,Visual Effects Supervisor,Joe Farrell
+106646,Electrician,Edward Cohen
+106646,Hairstylist,Kathryn Blondell
+106646,Second Unit Cinematographer,Robert Legato
+106646,Script Supervisor,Renee Burke
+106646,Assistant Art Director,Jonathan Arkin
+106646,Digital Intermediate,Élodie Ichter
+106646,Hairstylist,Valerie Velez
+106646,Grip,Shaun Lowry
+106646,Stunts,Victor Paguia
+106646,Casting Associate,Allison Hall
+106646,Casting Associate,Matthew Maisto
+106646,ADR & Dubbing,Chris Navarro
+106646,Grip,Joey Evora
+106646,Makeup Artist,Mary Anne Spano
+106646,Foley,Heather Gross
+106646,Script Supervisor,Holly Unterberger
+106646,Digital Intermediate,Yvan Lucas
+106646,Stunts,Mark Fichera
+106646,Casting Associate,Meghan Rafferty
+106646,Music,Chris Fogel
+106646,Set Costumer,Cookie Lopez
+106646,Set Medic,Kathleen Fellegara
+106646,Assistant Director,Julie A. Bloom
+106646,ADR & Dubbing,Brent Planiden
+106646,Boom Operator,Bret Scheinfeld
+106646,ADR & Dubbing,Timothy Siddall
+106646,ADR & Dubbing,Billy Theriot
+106646,Animation Supervisor,Bernd Angerer
+106646,Compositors,Dave Levine
+106646,Visual Effects,Luca Gabriele Rossetti
+106646,Stunts,Nicole Callender
+106646,Stunts,William Cote
+106646,Stunts,Balint Pinczehelyi
+106646,Stunts,Chris Barnes
+106646,First Assistant Camera,Bobby Mancuso
+106646,Electrician,Jason Montague
+106646,Grip,Chad Lear Plunkett
+106646,Grip,Zachary Poots
+106646,Lighting Technician,Harry Pray IV
+106646,Dialect Coach,Tanya Blumstein
+106646,Stunts,Don Hewitt
+414,Casting,Mali Finn
+414,Director,Joel Schumacher
+414,Story,Lee Batchler
+414,Producer,Peter Macgregor-Scott
+414,Executive Producer,Benjamin Melniker
+563,Casting,Johanna Ray
+563,Production Supervisor,Gregory Manson
+563,Director,Paul Verhoeven
+563,Sound Effects Editor,Dean Beville
+563,Novel,Robert A. Heinlein
+563,Casting,Elaine J. Huzzar
+563,Art Direction,Steven Wolff
+563,Production Manager,Robert Latham Brown
+563,Steadicam Operator,Stephen St. John
+563,Dialogue Editor,Hugo Weng
+563,Sound Effects Editor,Warren Hamilton Jr.
+563,Sound Effects Editor,Patricio A. Libenson
+563,Still Photographer,Stephen Vaughan
+563,Sound Effects Editor,Greg Hedgepath
+563,Sound Effects Editor,Ed Callahan
+563,Dialogue Editor,Michael J. Benavente
+83542,Casting,Lucinda Syson
+83542,Director,Tom Tykwer
+83542,Producer,Stefan Arndt
+83542,Costume Design,Kym Barrett
+83542,Director,Lilly Wachowski
+83542,Screenplay,Lilly Wachowski
+83542,Director,Lana Wachowski
+83542,Producer,Lana Wachowski
+83542,Production Design,Hugh Bateup
+83542,Property Master,Simon-Julien Boucherie
+83542,Production Manager,Sebastian Neitsch
+83542,Makeup Department Head,Heike Merker
+83542,Executive Producer,Uwe Schott
+83542,Sound Designer,Markus Stemler
+83542,Supervising Art Director,Kai Koch
+83542,Art Direction,Sabine Engelberg
+83542,Producer,Alexander Rodnyansky
+83542,Novel,David Mitchell
+83542,Property Master,Michael Fechner
+83542,Visual Effects Producer,Brett Dowler
+83542,Visual Effects Supervisor,Stephane Ceretti
+83542,Sculptor,Daniel Aguilarte
+83542,Set Designer,Tarnia Nicol
+83542,Prop Maker,Cindy Schnitter
+83542,Propmaker,Jacob von Dohnanyi
+83542,Construction Coordinator,Nadin Meyer
+83542,Conceptual Design,George Hull
+83542,Visual Effects Producer,Catherine Duncan
+83542,Visual Effects Producer,Kerstin Kensy
+83542,Costume Supervisor,Meike Schlegel
+83542,Transportation Captain,Florian Haeger
+83542,Transportation Coordinator,Knuth Sorgers
+83542,Set Costumer,Theresa Anna Luther
+83542,Camera Operator,Florian Emmerich
+83542,Dialogue Editor,Simon Price
+83542,Visual Effects Supervisor,Stephane Naze
+83542,Visual Effects Supervisor,Dominik Trimborn
+83542,Visual Effects Editor,Sam Willing
+83542,Steadicam Operator,Marcus Pohlus
+83542,Makeup Artist,Natasha Nikolic
+83542,Makeup Artist,Sian Richards
+83542,Assistant Director,Julie Heskin
+83542,Scenic Artist,Mieke Casal
+83542,Assistant Art Director,Stephanie Rass
+83542,Studio Teachers,Judith Jennings
+83542,Location Manager,Carlos Ruiz Boceta
+41216,Director,Zack Snyder
+41216,Screenplay,John Orloff
+314,Original Music Composer,Klaus Badelt
+314,Casting,John Papsidera
+314,Supervising Art Director,Shepherd Frankel
+314,Director,Pitof
+314,Costume Design,Angus Strathie
+314,Screenplay,John Rogers
+314,Art Direction,Dan Hermansen
+314,Executive Producer,Robert Kirby
+314,Art Direction,Don MacAulay
+314,Makeup Effects,Aurora Bergere
+314,Layout,Jean-Francois Morissette
+314,Associate Producer,Ed Jones
+314,Animation Supervisor,Tom Gibbons
+314,Construction Coordinator,Charles Leitrants
+314,Sound Re-Recording Mixer,David E. Campbell
+314,Sound Re-Recording Mixer,Gregg Rudloff
+314,Art Department Coordinator,Sharon Thompson
+314,Script Supervisor,Cristina Weigmann
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+314,Sound Effects Editor,J.R. Grubbs
+314,Foley Editor,Malcolm Fife
+314,Rigging Gaffer,Dana Arnold
+314,Visual Effects Coordinator,Chris Anderson
+314,Key Hair Stylist,Thom MacIntyre
+314,Marine Coordinator,Jason Crosby
+314,Conceptual Illustrator,Darek Gogol
+314,Unit Production Manager,Stewart Bethune
+314,I/O Manager,Vicki Wong
+314,Painter,Derek Bobroff
+314,Set Decoration Buyer,Files Wicken
+314,Set Costumer,Patti Bishop
+314,Set Dresser,Michael Bethune
+314,CG Supervisor,Sebastien Dostie
+314,Craft Service,Zarah Chun
+314,Driver,Dave Miller
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+314,Stand In,Barbara Alexandre
+314,Transportation Co-Captain,Jeff Budnick
+314,Electrician,Ryan French
+314,Lighting Technician,Bruno Bittner
+314,Production Accountant,Chris Furia
+314,Production Coordinator,Dave Massicotte
+314,Visual Effects Producer,Paloma Añoveros
+314,Sequence Leads,Janeen Elliott
+314,Negative Cutter,Mo Henry
+314,Assistant Production Coordinator,Janet Glowa
+314,Roto Supervisor,Justin Graham
+184315,Editor,Mark Helfrich
+184315,Art Direction,Robert Cowper
+184315,Sound Designer,Tim Chau
+184315,Director,Brett Ratner
+184315,Producer,Brett Ratner
+184315,Executive Producer,Peter Berg
+184315,Music,Fernando Velázquez
+184315,Screenplay,Evan Spiliotopoulos
+184315,Dialect Coach,Clifford De Spenser
+184315,Screenplay,Ryan Condal
+184315,Camera Operator,Ádám Fillenz
+184315,Music Editor,Tommy Lockett
+184315,Greensman,Jon Marson
+184315,Transportation Coordinator,David Rosenbaum
+184315,Still Photographer,Kerry Brown
+184315,Visual Effects Producer,Jessica Newhouse-Smith
+184315,Visual Effects Supervisor,Simon Stanley-Clamp
+184315,Stunt Coordinator,Ami Verge
+184315,Steadicam Operator,Alessandro Brambilla
+184315,Camera Operator,Alessandro Brambilla
+184315,Costume Supervisor,Zsoka Hoka
+184315,Transportation Coordinator,Claudia Kossik
+184315,Compositors,Erica Jean Yeager
+9016,Casting,Mary Hidalgo
+9016,Supervising Sound Editor,Dane A. Davis
+9016,Sound Effects Editor,Richard Adrian
+9016,Director,Ron Clements
+9016,Screenplay,Ron Clements
+9016,Director,John Musker
+9016,Novel,Robert Louis Stevenson
+9016,Associate Producer,Peter Del Vecho
+9016,Production Design,Frank Nissen
+9016,Sound Re-Recording Mixer,Mel Metcalfe
+9016,Music Editor,David Olson
+9016,Production Manager,Craig Sost
+9016,Editor,Michael Kelly
+9016,Visual Development,Rick Maki
+9016,Animation,James Baker
+9016,Painter,Dan Read
+9016,Art Direction,Andrew Gaskill
+9016,Music Editor,Charles Paley
+18162,Director of Photography,Dion Beebe
+18162,Executive Producer,Daniel Lupi
+18162,Director,Brad Silberling
+18162,Executive Producer,Brad Silberling
+18162,Set Decoration,Lauri Gaffin
+18162,Editor,Peter Teschner
+18162,Costume Design,Mark Bridges
+18162,Executive Producer,Adam McKay
+18162,Producer,Michele Panelli-Venetis
+18162,Producer,Jessica Elbaum
+18162,Writer,Chris Henchy
+18162,Producer,Marty Krofft
+18162,Visual Effects Art Director,Sagar Patil
+138103,Screenplay,Sylvester Stallone
+138103,Producer,Kevin King Templeton
+138103,Editor,Sean Albertson
+138103,Producer,Danny Lerner
+138103,Casting,Avi Lerner
+138103,Producer,John Thompson
+138103,Stunt Coordinator,J.J. Perry
+138103,Sound Re-Recording Mixer,Chris David
+138103,Director,Patrick Hughes
+138103,Set Decoration,Kelly Berry
+138103,Costume Design,Lizz Wolf
+138103,Art Direction,Ivan Ranghelov
+138103,Location Manager,Vladimir Vladimirov
+138103,Supervising Sound Editor,Christopher Eakins
+138103,Stunt Coordinator,Dian Hristov
+138103,Costume Supervisor,Anna Gelinova
+138103,Location Manager,Denitza Daverova
+138103,Property Master,Dirk Buchmann
+138103,Transportation Coordinator,Kalin Nikolov
+138103,Visual Effects Supervisor,Nigel Denton-Howes
+138103,Foley,Lara Dale
+138103,Visual Effects Supervisor,Andrew Ashton
+138103,Visual Effects Supervisor,Ajoy Mani
+138103,Visual Effects Editor,Eric A. Tuxen
+138103,Camera Operator,Nicolas Restrepo
+138103,Makeup Artist,Valentin Valov
+257088,Producer,David Valdes
+257088,Casting,John Papsidera
+257088,Screenplay,Kurt Wimmer
+257088,Story,Kurt Wimmer
+257088,Director,Ericson Core
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+257088,Hairstylist,Niamh O'Loan
+257088,Producer,John Baldecchi
+257088,Underwater Camera,Peter Zuccarini
+257088,Supervising Sound Editor,Todd Toon
+257088,Helicopter Camera,Dylan Goss
+257088,Visual Effects Coordinator,Colleen Murphy
+257088,Camera Operator,Derek Hoffmann
+257088,Hair Department Head,Terry Baliel
+257088,Editor,John Duffy
+257088,Foley,Dan O'Connell
+257088,Camera Operator,Florian Emmerich
+257088,Music Editor,Catherine Wilson
+257088,Visual Effects Supervisor,Edson Williams
+257088,Sound Designer,William R. Dean
+257088,Visual Effects Producer,Vít Komrzý
+257088,Special Effects Coordinator,Joe Pancake
+257088,Visual Effects Producer,Charlene Eberle Douglas
+257088,Script Supervisor,Zoe Simijonovic
+257088,Visual Effects Supervisor,Dave Morley
+257088,Digital Intermediate,Elizabeth Hitt
+257088,Makeup Department Head,Jamie Kelman
+257088,Visual Effects Supervisor,Viktor Muller
+257088,VFX Editor,Liana Jackson
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+257088,Gaffer,Michael McDermott
+257088,Casting,Iris Baumüller
+257088,Visual Effects Editor,Brandon Terry
+257088,Visual Effects Supervisor,John Nelson
+257088,Visual Effects Supervisor,Jan Krupp
+257088,Hairstylist,Jan Kempkens-Odemski
+257088,Visual Effects Coordinator,Anthony Chiarantano
+257088,Hairstylist,Ana Gabriela Quinonez
+257088,Gaffer,Stefano Marino
+257088,Visual Effects Coordinator,Teresa Berus
+257088,Costume Supervisor,Serena Fiumi
+257088,Script Supervisor,Rene Bemmann
+257088,Camera Operator,Michael B. Call
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+257088,Animation,Jaroslav Polensky
+257088,Visual Effects Coordinator,Cassandra Bakic
+10214,Original Music Composer,Randy Edelman
+10214,Producer,Erica Huggins
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+10214,Animation,Chuck Duke
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+10214,Special Effects,John Dillon
+205775,Production Design,Mark Tildesley
+205775,Director,Ron Howard
+205775,Producer,Ron Howard
+205775,Editor,Mike Hill
+205775,Casting,Nina Gold
+205775,Producer,Paula Weinstein
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+205775,Sound Designer,Markus Stemler
+205775,Set Decoration,Dominic Capon
+205775,Casting Associate,Robert Sterne
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+205775,Art Department Coordinator,Gabriela Dolenska
+205775,Construction Coordinator,Meike Maher
+205775,Supervising Art Director,Christian Huband
+205775,Visual Effects Producer,Dane Allan Smith
+205775,Producer,Will Ward
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+205775,Hairstylist,Laura Schiavo
+205775,Assistant Art Director,James Collins
+205775,Camera Operator,Simon Finney
+205775,Visual Effects Supervisor,Sean Stranks
+205775,Visual Effects Producer,Charlotte Loughnane
+205775,Makeup Artist,Kirstin Chalmers
+205775,Property Master,Ben Wilkinson
+205775,Visual Effects Coordinator,Crisanta Melendez
+205775,Armorer,Angel Airan Bonilla
+205775,Armorer,Ben Rothwell
+205775,Music Editor,David Walter
+205775,Music Editor,Paul John Chandler
+205775,Animation Supervisor,Robyn Luckham
+205775,Special Effects Coordinator,Karen Holt
+205775,Sound Editor,Stefan Busch
+205775,Hairstylist,Karen Sherriff-Brown
+205775,Hairstylist,Haridian Nóbrega
+205775,Makeup Designer,Fae Hammond
+11692,Original Music Composer,John Powell
+11692,Director of Photography,Oliver Wood
+11692,Director,Ron Underwood
+11692,Producer,Louis A. Stroller
+22972,Producer,Lloyd Levin
+22972,Producer,Tim Bevan
+22972,Writer,Brian Helgeland
+22972,Makeup Department Head,Christine Beveridge
+22972,Music Editor,Jon Olive
+22972,Executive Producer,Liza Chasin
+22972,Original Music Composer,John Powell
+22972,ADR & Dubbing,Anna MacKenzie
+22972,Director of Photography,Barry Ackroyd
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+22972,Director,Paul Greengrass
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+22972,Producer,Christopher Rouse
+22972,Producer,Michael Bronner
+22972,Visual Effects Editor,Ian Differ
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+22972,Stunt Coordinator,Gary Connery
+22972,Art Department Coordinator,Sarah Robinson
+22972,Transportation Coordinator,Patricia de la Uz
+22972,Second Unit Cinematographer,Florian Emmerich
+22972,CG Supervisor,Jesper Kjölsrud
+22972,Foley,Paul Hanks
+22972,Supervising Sound Editor,Oliver Tarney
+22972,CG Supervisor,David Vickery
+22972,Steadicam Operator,Roger Tooley
+22972,CG Supervisor,Julian Foddy
+22972,Digital Intermediate,Marie Fernandes
+22972,Sequence Supervisor,Bruno Baron
+22972,Sequence Supervisor,Matthew Smith
+22972,Additional Photography,Jonathan Olley
+227973,Director,Steve Martino
+227973,Producer,Paul Feig
+227973,Writer,Bryan Schulz
+227973,Producer,Bryan Schulz
+227973,Art Direction,Nash Dunnigan
+227973,Editor,Randy Trager
+227973,Producer,Michael J. Travers
+29193,Executive Producer,Letty Aronson
+29193,Writer,David Mamet
+29193,Director,David Mamet
+29193,Casting,Kerry Barden
+29193,Production Design,Tim Galvin
+29193,Director of Photography,Gabriel Beristain
+29193,Co-Producer,Sarah Green
+29193,Producer,Jean Doumanian
+29193,Editor,Barbara Tulliver
+29193,Set Decoration,Jessica Lanier
+1734,Director,Stephen Sommers
+1734,Costume Design,John Bloomfield
+1734,Casting,Joanna Colbert
+1734,Casting,Kate Dowd
+3131,Director,Martin Scorsese
+3131,Producer,Harvey Weinstein
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+3131,Director of Photography,Michael Ballhaus
+3131,Executive Producer,Michael Hausman
+3131,Producer,Joseph P. Reidy
+3131,Steadicam Operator,Daniele Massaccesi
+3131,Executive Producer,Graham King
+3131,Producer,Laura Fattori
+3131,Still Photographer,Brigitte Lacombe
+76758,Director,Zhang Yimou
+76758,Costume Design,Graciela Mazón
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+76758,Dialogue Editor,James Ashton
+76758,Editor,Meng Peicong
+76758,Makeup Artist,Yang Xiaohai
+76758,Conceptual Design,Shinsuke Kojima
+76758,Sound Recordist,Hao Gang
+76758,Dialogue Editor,Wang Baiyang
+76758,Dialogue Editor,Zhang Yijing
+76758,Visual Effects Supervisor,Joss Williams
+76758,Public Relations,Dana Archer
+76758,Assistant Director,Mo Zhang
+9408,Casting,Mary Hidalgo
+9408,Screenplay,Ash Brannon
+9408,Director,Ash Brannon
+9408,Director,Chris Buck
+9408,Screenplay,Christopher Jenkins
+9408,Producer,Christopher Jenkins
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+9408,Production Design,Paul Lasaine
+9408,Animation,Brett Paton
+9890,Executive Producer,Ronald M. Bozman
+9890,Director,Frank Oz
+9890,Producer,Edgar J. Scherick
+9890,Producer,Donald De Line
+9890,Producer,Gabriel Grunfeld
+9890,Producer,Leslie J. Converse
+855,Associate Producer,Pat Sandston
+855,Director,Ridley Scott
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+855,Special Effects Supervisor,Neil Corbould
+855,Steadicam Operator,Daniele Massaccesi
+855,Screenplay,Ken Nolan
+855,Executive In Charge Of Production,Charles Newirth
+855,Sound Effects Editor,Christopher Assells
+855,Art Direction,Pier Luigi Basile
+855,Art Direction,Ivo Hušnjak
+855,Aerial Camera (suggest in addition to Helicopt...,Michael Kelem
+855,Key Hair Stylist,Giancarlo De Leonardis
+855,Foley,Dan O'Connell
+855,Foley Editor,Michael Hertlein
+855,Armorer,Nick Komornicki
+855,Dialogue Editor,Lauren Stephens
+855,Camera Operator,Martin Kenzie
+855,Set Designer,Roberta Federico
+855,Leadman,Erik Mulet
+855,Supervising Sound Editor,Karen Baker Landers
+855,Sound Effects Editor,Michael A. Reagan
+855,Special Effects Coordinator,Carol McAulay
+855,Visual Effects Editor,Kristopher Kasper
+855,Chief Lighting Technician,Marek Modzelewski
+855,Set Costumer,Ali Lammari
+855,Supervising Dialogue Editor,Chris Hogan
+855,Associate Editor,Wesley Sewell
+855,Music Supervisor,Kathy Nelson
+855,Armorer,John Nixon
+855,First Assistant Camera,Henryk Jedynak
+855,Color Timer,Bob Kaiser
+855,Hairstylist,Michele Vigliotta
+855,Set Production Assistant,Pierre Ellul
+855,Transportation Captain,David Pash
+855,Unit Production Manager,Pamela Hochschartner
+855,Best Boy Electric,Najib Ben Fares
+855,Associate Producer,Harry Humphries
+855,Orchestrator,Bruce Fowler
+855,3D Artist,Paul Amer
+855,Key Grip,David Appleby
+855,Camera Loader,Abdellatif El Ansary
+855,Grip,Lahcen Herraf
+855,Makeup Artist,Gianbattista Graziano
+855,Second Assistant Director,Darin Rivetti
+855,Third Assistant Director,William Dodds
+855,Casting Assistant,Jose Cabrera
+77953,Director,Jay Roach
+77953,Scenic Artist,Sdavid Myers
+18,Director,Luc Besson
+18,Story,Luc Besson
+18,Screenplay,Robert Mark Kamen
+18,Visual Effects Art Director,Ira Gilford
+18,Visual Effects Art Director,Ron Gress
+18,Art Direction,Michael Lamont
+18,Art Direction,Jim Morahan
+18,Art Direction,Kevin Phipps
+18,Production Manager,Sarah Bradshaw
+18,Stunts,Lucy Allen
+18,ADR & Dubbing,Victoria Rose Sampson
+18,Stunt Coordinator,Marc Boyle
+18,First Assistant Editor,Yann Hervé
+18,Sound Engineer,Pierre Excoffier
+18,Conceptual Design,Jean Giraud
+18,Sound Recordist,Brian D. Lucas
+18,Assistant Director,Franck Lebreton
+18,Assistant Art Director,Paul Kirby
+18,Music Supervisor,Anita Camarata
+18,Boom Operator,Jean-Marie Blondel
+18,Art Department Coordinator,Katie Gabriel
+18,Sound Re-Recording Mixer,Chris Jenkins
+18,Visual Effects Editor,Debra Wolff
+18,Sound Recordist,Andrea Eliseyan
+18,Hairstylist,Sue Love
+18,Best Boy Electric,Kevin Edland
+18,Visual Effects Supervisor,Bill Kent
+18,Sound Recordist,Gary L.G. Simpson
+18,Sound Designer,John Pospisil
+18,Sequence Supervisor,Christine Lo
+18,Rigging Gaffer,Kenny Monger
+18,First Assistant Editor,Donald Likovich
+18,Makeup Artist,Melissa Lackersteen
+18,Storyboard,Temple Clark
+18,Production Illustrator,Jacques Rey
+18,Stand In,Paul Kite
+18,Electrician,Cindy Lagerstrom
+18,Lighting Technician,Chris Mortley
+18,Production Accountant,George Marshall
+18,Orchestrator,Hubert Bougis
+37786,Costume Design,Patricia Field
+37786,Editor,Michael Berenbaum
+37786,Production Design,Jeremy Conway
+37786,Executive Producer,Toby Emmerich
+37786,Director,Michael Patrick King
+37786,Producer,John P. Melfi
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+10501,Supervising Film Editor,John Carnochan
+10501,Casting,Leslee Feldman
+10501,Director,Don Michael Paul
+10501,Producer,Brooke Breton
+10501,Director,Bibo Bergeron
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+10501,Sound Effects Editor,James P. Lay
+10501,Sound Re-Recording Mixer,Andy Nelson
+10501,Supervising Music Editor,Adam Milo Smalley
+10501,Supervising Sound Editor,Gregory King
+10501,Layout,Mick De Falco
+10501,Visual Development,Luc Desmarchelier
+10501,Animation,Gabriele Zucchelli
+57800,Executive Producer,Chris Wedge
+57800,Original Music Composer,John Powell
+57800,Director,Steve Martino
+57800,Director,Mike Thurmeier
+57800,Script Supervisor,Diego Garzon
+150689,Original Music Composer,Patrick Doyle
+150689,Director,Kenneth Branagh
+150689,Second Unit Cinematographer,Alexander Witt
+150689,Art Direction,Stuart Rose
+150689,Camera Operator,Hamish Doyne-Ditmas
+150689,Gaffer,Julian White
+150689,Sound Effects Editor,Samir Foco
+150689,Sound Effects Editor,Jed Loughran
+150689,Sound Re-Recording Mixer,Christopher Benstead
+150689,Art Direction,Ravi Bansal
+150689,Art Direction,Anthony Caron-Delion
+150689,Camera Operator,Clive Jackson
+150689,Set Decoration,Casey Banwell
+150689,Helicopter Camera,John Marzano
+150689,Digital Intermediate,Jonathan Collard
+150689,Still Photographer,Jonathan Olley
+150689,Set Costumer,Linda O'Reilly
+150689,Visual Effects Editor,Christopher Collis
+150689,Assistant Costume Designer,Charlotte Law
+150689,Visual Effects Art Director,Virginie Bourdin
+150689,Visual Effects Coordinator,Bárbara López Sáenz
+150689,Visual Effects Coordinator,Gemma Office
+150689,Visual Effects Coordinator,Laetitia Seguin
+150689,Digital Intermediate,Herbert Butler
+7980,Casting,Jina Jay
+7980,Director,Peter Jackson
+7980,Screenplay,Peter Jackson
+7980,Producer,Fran Walsh
+7980,Screenplay,Philippa Boyens
+7980,Director of Photography,Andrew Lesnie
+7980,Casting,Liz Mullane
+7980,Costume Design,Nancy Steiner
+7980,Casting,Scot Boland
+7980,Novel,Alice Sebold
+7980,Executive Producer,James Wilson
+7980,Producer,Marc Ashton
+7980,Modeling,Matsune Suzuki
+12,Director,Andrew Stanton
+12,Editor,David Ian Salter
+12,Sound Designer,Gary Rydstrom
+12,Music Editor,Bill Bernstein
+12,Casting,Mary Hidalgo
+12,CG Painter,Laura Phillips
+12,Director of Photography,Jeremy Lasky
+12,Animation Director,Alan Barillaro
+12,Animation,Andy Schmidt
+12,Camera Supervisor,Louis Rivera
+12,Supervising Sound Editor,Michael Silvers
+12,Sound Effects Editor,Teresa Eckton
+12,Story,Jim Capobianco
+12,Storyboard,Bosco Ng
+12,Animation,Michael Parks
+12,Storyboard,Ronnie del Carmen
+12,Visual Development,Tony Fucile
+12,Art Direction,Anthony Christov
+12,Sound Re-Recording Mixer,Gary Summers
+12,Production Accountant,Nephi Sanchez
+12,Sound Editor,Kent Brown
+12,Character Designer,Dan Lee
+12,CG Supervisor,Jesse Hollander
+12,CG Supervisor,Michael Fong
+12,Editorial Production Assistant,Jacob Parsons
+12,Production Office Assistant,Peter T. Schreiber
+122,Original Music Composer,Howard Shore
+122,Director,Peter Jackson
+122,Screenplay,Peter Jackson
+122,Screenplay,Philippa Boyens
+122,Production Design,Grant Major
+122,Art Direction,Rob Outterside
+122,Costume Design,Ngila Dickson
+122,Costume Design,Richard Taylor
+122,Set Decoration,Dan Hennah
+122,Editor,Jamie Selkirk
+121,Producer,Barrie M. Osborne
+121,Director,Peter Jackson
+121,Producer,Peter Jackson
+121,Executive Producer,Mark Ordesky
+121,Screenplay,Philippa Boyens
+121,Art Direction,Philip Ivey
+121,Set Decoration,Alan Lee
+121,Casting,Victoria Burrows
+121,Casting,John Hubbard
+121,Editor,Michael Horton
+121,Casting,Amy Hubbard
+121,3D Supervisor,Guy Williams
+68737,Casting,Amanda Mackey
+68737,Art Direction,Doug Hardwick
+68737,Supervising Art Director,Grant Van Der Slagt
+68737,Set Decoration,Elizabeth Wilcox
+68737,Art Direction,Ross Dempster
+68737,Art Direction,Dimitri Capuani
+68737,Art Direction,Maria-Teresa Barbasso
+68737,Art Direction,Luca Tranchino
+68737,Producer,Basil Iwanyk
+68737,Director,Sergei Bodrov
+68737,Costume Design,Jacqueline West
+68737,Hairstylist,Thomas Nellen
+68737,Makeup Artist,Elaine L. Offers
+68737,Post Production Supervisor,Jake Rice
+68737,Hairstylist,Anne Carroll
+1995,Editor,Eric Strand
+1995,Supervising Art Director,Leslie Tomkins
+1995,Director,Simon West
+1995,Set Decoration,Sonja Klaus
+1995,Director of Photography,Peter Menzies Jr.
+1995,Screenplay,Patrick Massett
+1995,Executive Producer,Jeremy H. Smith
+1995,Producer,Jib Polhemus
+1995,Assistant Costume Designer,Jacqueline Durran
+1995,Assistant Costume Designer,Guy Speranza
+1995,Script Supervisor,Lisa Vick
+157353,Director,Wally Pfister
+157353,Stunt Coordinator,Wade Allen
+157353,Producer,Broderick Johnson
+157353,Supervising Art Director,Dawn Swiderski
+157353,Director of Photography,Jess Hall
+157353,Writer,Jack Paglen
+157353,Producer,Kate Cohen
+157353,Producer,Annie Marter
+157353,Producer,Regency Boies
+157353,Producer,Scott Andrew Robertson
+157353,Costume Supervisor,Robert Q. Mathews
+157353,Art Direction,Tom Frohling
+157353,Sound Effects Editor,Sylvain Lasseur
+157353,Location Scout,Lori A. Balton
+157353,Conceptual Design,Richard K. Buoen
+157353,Art Department Coordinator,Susannah Carradine
+157353,Dialogue Editor,David V. Butler
+157353,Sound Designer,Tim Walston
+157353,Location Manager,Justin Ferk
+157353,Location Scout,Paul B. Roberts
+157353,Stunts,John Trejo
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+331,Director,Joe Johnston
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+331,Writer,Jim Taylor
+331,Original Music Composer,Don Davis
+331,Production Design,Ed Verreaux
+331,Assistant Art Director,Roy Barnes
+331,Sequence Supervisor,Samir Hoon
+331,Costume Design,Betsy Cox
+331,Associate Producer,David Womark
+331,Production Manager,David Womark
+331,Assistant Director,Artist W. Robinson
+331,Production Coordinator,Stiles White
+331,Unit Publicist,Ernie Malik
+331,Steadicam Operator,David Chameides
+331,Loader,Michelle Deal
+331,Best Boy Electric,Dennis Rice
+331,Casting,Wendy Washbrook
+331,Researcher,Patricio M. Farrell
+331,Music Editor,Barbara McDermott
+331,Still Photographer,Zade Rosenthal
+331,Key Hair Stylist,Kathryn Blondell
+331,Hairstylist,Audrey L. Anzures
+331,Supervising Sound Editor,Howell Gibbens
+331,Visual Effects Producer,Mark S. Miller
+331,Art Department Coordinator,Beth Bajuk
+331,First Assistant Editor,Scott Janush
+331,VFX Production Coordinator,Julie D'Antoni
+331,Video Assist Operator,Bryce Shields
+331,First Assistant Camera,David Eubank
+331,Transportation Co-Captain,Tom Whelpey
+331,Production Accountant,Kathy Petty
+331,Studio Teachers,Adria Later
+331,Construction Foreman,Peter Olexiewicz
+331,Set Decoration Buyer,Lisa Alkofer
+331,Electrician,Justin Stroh
+331,Lighting Technician,Michael K. Davis
+331,Sound Design Assistant,Doug Quinn
+61791,Casting,Debra Zane
+61791,Casting,Heike Brandstatter
+61791,Orchestrator,Patrick Doyle
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+61791,Foley,Dawn Lunsford
+61791,ADR & Dubbing,Mildred Iatrou
+61791,Screenplay,Amanda Silver
+61791,Director,Rupert Wyatt
+61791,Producer,Peter Chernin
+61791,Producer,Dylan Clark
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+61791,Digital Effects Supervisor,Jeff Capogreco
+61791,Gaffer,Stuart Haggerty
+61791,Script Supervisor,Christine Wilson
+61791,Visual Effects Supervisor,Dan Lemmon
+61791,Still Photographer,Joseph Lederer
+61791,Animation Director,Regina Cachuela
+61791,Animation Director,Jeremy Hollobon
+61791,Animation Director,Tom Meade
+61791,Property Master,Dean Eilertson
+61791,Rigging Gaffer,Jarrod Tiffin
+61791,First Assistant Editor,Tyler Ruocco
+61791,Set Costumer,Pamela Cameron
+61791,Steadicam Operator,Peter Wilke
+61791,Animation Director,Taylor Carrasco
+61791,Sound Effects Editor,John Morris
+61791,Visual Effects Producer,Rachel Faith Hanson
+61791,Boom Operator,Darryl Marko
+61791,Rigging Grip,Kevin McCloy
+61791,First Assistant Camera,Kieran Humphries
+8204,Editor,Michael Kahn
+8204,Casting,Marci Liroff
+8204,Special Effects Supervisor,Louis Craig
+8204,Animation Supervisor,Phil Tippett
+8204,Director of Photography,Caleb Deschanel
+8204,Stunt Coordinator,Joey Box
+8204,Special Sound Effects,Alan Howarth
+8204,Casting,Robin D. Cook
+8204,Director,Mark Waters
+8204,Executive Producer,Julia Pistor
+8204,Screenplay,John Sayles
+8204,Co-Producer,Tom C. Peitzman
+8204,Set Designer,Brent Lambert
+8204,Dialogue Editor,Val Kuklowsky
+8204,Producer,Ellen Goldsmith-Vein
+8204,Dialogue Editor,Julie Feiner
+8204,Sound Effects Editor,Piero Mura
+8204,Still Photographer,Takashi Seida
+8204,Script Supervisor,Kimi Webber
+8204,Camera Operator,Francois Archambault
+8204,Steadicam Operator,Francois Archambault
+8204,Set Decoration,Daniel Hamelin
+8204,Art Department Coordinator,Carole Theriault
+8204,Stunt Coordinator,David McKeown
+8204,Unit Manager,Jim Kontos
+8204,Set Designer,Céline Lampron
+8204,Co-Producer,Julie Kane-Ritsch
+8204,Additional Editing,Mark Burgeois
+8204,Boom Operator,Louis Piché
+47964,Music,Marco Beltrami
+47964,Writer,Roderick Thorp
+47964,Director,John Moore
+47964,Director of Photography,Jonathan Sela
+47964,Dolby Consultant,Andy Potvin
+47964,Sound Re-Recording Mixer,Ron Bartlett
+47964,Casting,Zsolt Csutak
+47964,Sound Recordist,Tim Gomillion
+47964,Sound Effects Editor,Chuck Michael
+47964,Casting,Lina Todd
+47964,Casting,Tricia Wood
+47964,Visual Effects Supervisor,Matthew Gratzner
+47964,Sound Effects Editor,Lee Gilmore
+47964,Foley,John T. Cucci
+47964,Sound Re-Recording Mixer,Doug Hemphill
+47964,Visual Effects Editor,Ryan Chavez
+47964,Sculptor,Tamas Ordodi
+47964,Location Manager,Laszlo Rorariusz
+47964,Assistant Art Director,László Szirmai
+47964,Location Manager,Rudolf András
+47964,Visual Effects Supervisor,Joe Farrell
+47964,Visual Effects Producer,Charlene Eberle Douglas
+47964,Makeup Artist,Fiona Connon
+47964,Visual Effects Supervisor,Sean Andrew Faden
+47964,Property Master,Chris Cull
+47964,Camera Operator,György Réder
+47964,CG Supervisor,Dan Mayer
+47964,Stunt Coordinator,Valery Derkach
+47964,Set Decoration,Dóra Papp
+47964,Hairstylist,Francesca Crowder
+47964,CG Supervisor,Matthew Lee
+47964,Visual Effects Editor,Jake Walshe
+47964,Visual Effects Supervisor,Randy Goux
+47964,Stunt Coordinator,J.J. Dashnaw
+47964,Location Manager,János Cserven
+47964,Casting Associate,Kate Ringsell
+47964,Armorer,Gábor Gajdos
+47964,Armorer,Sascha Robey
+10733,Director of Photography,Dean Semler
+10733,Executive Producer,Philip Steuer
+10733,Associate Producer,Louisa Velis
+10733,Editor,Eric L. Beason
+10733,Special Effects Coordinator,Larz Anderson
+10733,Director,John Lee Hancock
+10733,Production Accountant,Chris Silver Finigan
+10733,Unit Publicist,Ernie Malik
+10733,Additional Camera,Brown Cooper
+10733,Title Designer,John Brian King
+10733,Key Makeup Artist,Greg Funk
+10733,Assistant Art Director,Al Hobbs
+10733,Set Designer,Charisse Cardenas
+10733,Script Supervisor,Gina Grande
+10733,Foley,John Roesch
+10733,Location Manager,Eric A. Williams
+10733,Costume Supervisor,Mitchell Ray Kenney
+10733,Assistant Art Director,Kevin Cross
+10733,Set Designer,Randall D. Wilkins
+10733,Dialogue Editor,Mark Gordon
+10733,Stunt Coordinator,Phil Neilson
+10733,Music Editor,Bryan Lawson
+10733,Camera Operator,Mark O'Kane
+10733,Art Department Coordinator,Ana Martinez
+10733,Property Master,Don Miloyevich
+10733,Sculptor,Kenneth Garrett
+10733,Supervising Sound Editor,Jon Johnson
+10733,Visual Effects Supervisor,Craig Barron
+10733,Visual Effects Producer,Kip Larsen
+10733,Gaffer,James J. Gilson
+10733,Choreographer,Jerry Evans
+10733,Studio Teachers,Laura Gary
+10733,Set Dresser,Bart Brown
+10733,Digital Intermediate,Lorene Simpson
+10733,Electrician,Troy Anderson
+10733,Wigmaker,Carol F. Doran
+10733,Assistant Costume Designer,Nanrose Buchman
+10733,Music Supervisor,Monica Zierhut
+10733,Production Sound Mixer,John Pritchett
+10733,Lead Painter,William F. Gambill
+10733,Standby Painter,Thomas V. Johnson
+10733,Set Costumer,Anna Abbey
+10733,Driver,Charles Coulter
+10733,Camera Loader,Victoria Gonzales
+10733,Post Production Supervisor,Susann Jones
+10733,Quality Control Supervisor,Kevin Lin
+10733,Stand In,Bert Beatson
+10733,Rigging Grip,Steve Drake
+10733,Supervising ADR Editor,Darrell Hanzalik
+10733,Visual Effects Coordinator,James D. Tittle
+10733,Key Costumer,Javier Arrieta
+10733,Utility Sound,Kay Colvin
+9806,Art Direction,Ralph Eggleston
+9806,Visual Effects,Randy Berrett
+9806,Camera Operator,Shawn Brennan
+9806,Animation,Andrew Gordon
+9806,Animation Department Coordinator,Kathleen Relyea
+9806,Director of Photography,Janet Lucroy
+9806,Sound Effects Editor,Teresa Eckton
+9806,Shading,David Munier
+9806,Music Editor,Stephen M. Davis
+9806,Director,Brad Bird
+9806,Casting,Kevin Reher
+9806,Editor,Stephen Schaffer
+9806,Thanks,Osnat Shurer
+9806,Visual Development,Ricardo F. Delgado
+9806,Fix Animator,Andrew Beall
+9806,Technical Supervisor,Laura Leganza Reynolds
+9806,Storyboard,Mike Cachuela
+9806,Lighting Manager,Doug Nichols
+9806,Set Designer,Nelson 'Rey' Bohol
+9806,Simulation & Effects Artist,Nicole Paradis Grindle
+9806,Art Department Coordinator,Bert Berry
+9806,Sequence Supervisor,Nigel Hardwidge
+9806,Software Engineer,John R. Anderson
+9806,Sound Recordist,Jan Hessens
+9806,Lighting Technician,Sungyeon Joh
+9806,Editorial Services,Glenn Kasprzycki
+9806,Modeling,Brian Christian
+1408,Director of Photography,Peter Levy
+1408,Production Design,Norman Garwood
+1408,Producer,Joel B. Michaels
+1408,Casting,Mindy Marin
+1408,Director,Renny Harlin
+1408,Screenplay,Marc Norman
+32657,Casting,Janet Hirshenson
+32657,Casting,Jane Jenkins
+32657,Casting,Heike Brandstatter
+32657,Director,Chris Columbus
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+32657,Executive Producer,Mark Morgan
+32657,Sound Re-Recording Mixer,Gary Rizzo
+32657,Supervising Art Director,Sandi Tanaka
+32657,Rigging Gaffer,Jarrod Tiffin
+32657,Hair Department Head,Sherry Linder-Gygli
+32657,Associate Producer,Karen Swallow
+607,Executive Producer,Steven Spielberg
+607,Sound Designer,Eugene Gearty
+607,Producer,Walter F. Parkes
+607,Camera Operator,Florian Ballhaus
+607,Production Design,Bo Welch
+607,Director,Barry Sonnenfeld
+607,Art Direction,Tom Duffield
+607,Producer,Laurie MacDonald
+607,Sound Re-Recording Mixer,Skip Lievsay
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+607,Stunts,Deborah Habberstad
+607,Music Editor,Ellen Segal
+607,Stunt Coordinator,Brian Smrz
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+607,Unit Production Manager,Graham Place
+607,Co-Producer,Graham Place
+607,Sound Designer,Van Ling
+607,Sound Designer,Chuck Michael
+607,Foley,Benjamin Cheah
+607,Foley,Marko A. Costanzo
+607,Assistant Sound Editor,Todd Milner
+607,Camera Operator,David Golia
+607,Production Sound Mixer,Peter F. Kurland
+607,Stand In,Paul Guyot
+607,Sound Re-Recording Mixer,Michael Barry
+607,Script Supervisor,Mary Bailey
+607,Digital Effects Supervisor,Carl N. Frederick
+607,Dialogue Editor,Bobby Mackston
+607,Steadicam Operator,Zoran Veselic
+607,Rigging Grip,Martin Lowry
+607,Construction Foreman,Michael B. Bunch
+607,Production Accountant,Gail Martin-Sheridan
+607,Greensman,Carlo Basail
+607,Craft Service,Jamie Kehoe
+607,Set Dressing Artist,Eric M. Metzger
+607,Boom Operator,Steve Bowerman
+607,Key Grip,Calvin Sterry
+607,Propmaker,Travis Huffman
+863,Co-Director,Lee Unkrich
+863,Director,John Lasseter
+863,Sound Re-Recording Mixer,Gary Rydstrom
+863,Music,Randy Newman
+863,Character Designer,Bud Luckey
+863,Character Designer,Ken Mitchroney
+863,Shading,Bryn Imagire
+863,CG Painter,Glenn Kim
+863,CG Painter,Yvonne Herbst
+863,Character Designer,Randy Berrett
+863,Layout,Robert Anderson
+863,Layout,Mark Sanford
+863,Set Dressing Supervisor,David Eisenmann
+863,Animation,Doug Sweetland
+863,Animation,John Kahrs
+863,Animation,Bobby Podesta
+863,Animation,Sanjay Patel
+863,Animation,Alan Sperling
+863,Animation,Kureha Yokoo
+863,Fix Animator,Paul Mendoza
+863,Second Film Editor,Robert Grahamjones
+863,Additional Editorial Assistant,Jack Curtis Dubowsky
+863,Camera Supervisor,Louis Rivera
+863,Production Accountant,Catherine Roehl
+863,Supervising Music Editor,Bruno Coon
+863,Animation,Ash Brannon
+863,Director of Photography,Sharon Calahan
+863,Editor,Edie Bleiman
+863,Character Designer,Jim Pearson
+863,Sound Effects Editor,Teresa Eckton
+863,Supervising Technical Director,Galyn Susman
+863,Orchestrator,Ira Hearshen
+863,Animation,Karen Prell
+863,Temp Music Editor,Barney Jones
+863,Visual Development,Dave Gordon
+863,Animation,Peter Lepeniotis
+863,Visual Development,Sean Hargreaves
+863,Sound Re-Recording Mixer,Gary Summers
+863,Color Timer,Dale E. Grahn
+863,Layout,Adam Schnitzer
+863,Animation,Mark R.R. Farquhar
+863,Animation,Ethan Hurd
+863,Animation,Doug Sheppeck
+863,Foley Editor,Susan Sanford
+863,Art Department Manager,Matt White
+863,Layout,Wade Childress
+863,Layout,Craig McGillivray
+863,Fix Animator,Andrea Schultz
+44048,Director,Tony Scott
+44048,Producer,Tony Scott
+44048,Costume Design,Penny Rose
+44048,Original Music Composer,Harry Gregson-Williams
+44048,Executive Producer,Jeff Kwatinetz
+44048,Sound Mixer,Nerses Gezalyan
+44048,Costume Supervisor,Stacy Horn
+44048,Makeup Department Head,Edouard F. Henriques
+5175,Editor,Robert K. Lambert
+5175,Director,Brett Ratner
+5175,Characters,Ross LaManna
+2655,Director,Robert Zemeckis
+2655,Editor,Arthur Schmidt
+2655,Idea,Steven Spielberg
+2655,Casting,Ellen Lewis
+2655,Gaffer,Steven C. McGee
+2655,Story,Sarah Kernochan
+2655,Camera Operator,Robert Presley
+2655,Steadicam Operator,Robert Presley
+2655,Production Supervisor,Peter M. Tobyansen
+2655,Hairstylist,Alan D'Angerio
+2655,Casting Associate,Amanda Koblin
+2655,Additional Photography,David Boyd
+2655,Production Sound Mixer,William B. Kaplan
+2655,Location Manager,Gregory Alpert
+2655,Craft Service,John Wright Jr.
+2655,Sound Design Assistant,Beau Borders
+2655,Costume Design,Susie DeSanto
+2655,Digital Effects Supervisor,Richard Kidd
+2655,Still Photographer,François Duhamel
+2655,Script Supervisor,Luca Kouimelis
+2655,Researcher,Jason Corgan Brown
+2655,Mix Technician,Kent Sparling
+2655,Propmaker,Randy L. Childs
+2655,Key Hair Stylist,Janice Alexander
+2655,Property Master,Michael Gastaldo
+2655,Special Effects Coordinator,Charles Belardinelli
+2655,Art Department Coordinator,Chris Cummings
+2655,Post Production Assistant,Kevin Du Toit
+2655,Software Engineer,Chris Allen
+2655,Set Costumer,Dennis McCarthy
+2655,Digital Compositors,Colin Drobnis
+2655,Projection,Eliot Yaffe
+2655,Set Production Assistant,Anna E. Hayward
+2655,Stand In,Randy Crowder
+2655,Systems Administrators & Support,Richard Bugge
+2655,Utility Stunts,Leigh Hennessy
+2655,Production Accountant,Ken Ryan
+22794,Screenplay,Phil Lord
+22794,Director,Phil Lord
+22794,Author,Judi Barrett
+22794,Screenplay,Christopher Miller
+22794,Director,Christopher Miller
+22794,Executive Producer,Yair Landau
+22794,Production Manager,Mary Ellen Bauder
+8355,Director,Carlos Saldanha
+8355,Screenplay,Michael Berg
+8355,Producer,John C. Donkin
+8355,Editor,Harry Hitner
+116745,Director,Ben Stiller
+116745,Producer,Ben Stiller
+116745,Producer,Samuel Goldwyn Jr.
+116745,Casting,Rachel Tenner
+116745,Story,James Thurber
+116745,Music Editor,Nancy Allen
+4327,Director,McG
+4327,Editor,Wayne Wahrman
+4327,Director of Photography,Russell Carpenter
+4327,Producer,Leonard Goldberg
+4327,Art Direction,Richard F. Mays
+4327,Editor,Peter Teschner
+4327,Executive Producer,Betty Thomas
+4327,Director of Photography,Michael St. Hilaire
+4327,Costume Design,Joseph G. Aulisi
+4327,Costume Supervisor,Cheryl Beasley Blackwell
+4327,Script Supervisor,Jayne-Ann Tenggren
+4327,Sound Re-Recording Mixer,Gary C. Bourgeois
+4327,Supervising Sound Editor,Michael J. Benavente
+4327,Still Photographer,Darren Michaels
+1422,Director,Martin Scorsese
+1422,Editor,Thelma Schoonmaker
+1422,Director of Photography,Michael Ballhaus
+1422,Makeup Artist,Christine Beveridge
+1422,Makeup Artist,John Caglione Jr.
+1422,Producer,Graham King
+1422,ADR & Dubbing,Marissa Littlefield
+1422,Stunt Coordinator,G.A. Aguilar
+1422,Makeup Artist,Donald Mowat
+1422,Costume Supervisor,David Davenport
+1422,Dialogue Editor,Philip Stockton
+1422,Construction Coordinator,Joseph Alfieri
+1422,Dialogue Editor,Jac Rubenstein
+1422,Hairstylist,Kathryn Blondell
+1422,Digital Intermediate,Devin Sterling
+1422,Makeup Artist,Sian Grigg
+1422,Transportation Coordinator,Robert Martini
+10674,Original Music Composer,Jerry Goldsmith
+10674,Screenplay,Philip LaZebnik
+10674,Director,Tony Bancroft
+10674,Director,Barry Cook
+10674,Screenplay,Eugenia Bostwick-Singer
+10674,Producer,Pam Coats
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+10674,Animation,James Baker
+10674,Art Direction,Ric Sluiter
+10674,Visual Effects Supervisor,Dave Tidgwell
+7446,Executive Producer,Justin Theroux
+7446,Production Design,Jeff Mann
+7446,Director,Ben Stiller
+7446,Casting,Kathy Driscoll
+7446,Art Direction,Richard L. Johnson
+7446,Editor,Greg Hayden
+7446,Producer,Brian Taylor
+7446,Visual Effects,Dottie Starling
+7446,Unit Production Manager,Mark Indig
+7446,Production Supervisor,Leeann Stonebreaker
+7446,Casting Associate,Lauren Grey
+7446,Casting Assistant,Elizabeth Chodar
+65754,Director,David Fincher
+65754,Director of Photography,Jeff Cronenweth
+65754,Casting,Laray Mayfield
+65754,Production Design,Donald Graham Burt
+65754,Set Designer,Sally Thornton
+65754,Art Direction,Dawn Swiderski
+65754,Still Photographer,Giles Keyte
+65754,Novel,Stieg Larsson
+65754,Music Editor,David Gleeson
+65754,Property Master,Scott Maginnis
+65754,Foley,John Roesch
+65754,Makeup Artist,Angel Radefeld
+65754,Costume Supervisor,Lori DeLapp
+65754,Costume Supervisor,Linda Matthews
+65754,Set Designer,Tim Croshaw
+65754,ADR & Dubbing,Richard Quinn
+65754,Sculptor,J. Bryan Holloway
+65754,Visual Effects Producer,Andrea D'Amico
+65754,Sound Re-Recording Mixer,David Parker
+65754,Camera Operator,Martin Schaer
+65754,Set Costumer,Marina Marit
+65754,Visual Effects Supervisor,Eric Barba
+65754,Music Editor,Marie Ebbing
+65754,Visual Effects Supervisor,Sean Andrew Faden
+65754,Special Effects Coordinator,Ron Bolanowski
+65754,Hairstylist,Zoe Tahir
+65754,Location Manager,Maria Billberg
+65754,Supervising Art Director,Mikael Varhelyi
+65754,Art Department Coordinator,Kat Wilson
+65754,Animation,Kyle Gaulin
+65754,Animation,Jason Hendrich
+65754,Rigging Gaffer,Jani Lehtinen
+65754,Location Manager,Jonas Rydergren
+65754,Sound,David Raymond
+65754,Stunts Coordinator,Scotty Richards
+1572,Director,John McTiernan
+1572,Set Decoration,Leslie Bloom
+1572,Screenplay,Roderick Thorp
+1572,Production Design,Jackson De Govia
+1572,Casting,Patricia McCorkle
+1572,Director of Photography,Peter Menzies Jr.
+1572,Producer,Michael Tadross
+1572,Co-Producer,David Willis
+1572,Executive Producer,Andrew G. Vajna
+1572,Co-Producer,Carmine Zozzora
+1572,Visual Effects Producer,Julia Frey
+1572,Sound Re-Recording Mixer,Daniel J. Leahy
+1572,Sound Re-Recording Mixer,Bob Beemer
+1572,Set Designer,Kyung W. Chang
+1572,Hairstylist,Audrey Futterman-Stern
+1572,Construction Coordinator,Anthony Dunne
+1572,Visual Effects Art Director,David B. Sharp
+1572,Hairstylist,Verne Caruso
+1572,Makeup Artist,Marilyn Peoples
+1572,Set Designer,Bob Shaw
+1572,Visual Effects Editor,Jennifer Wollan
+1572,Visual Effects Editor,Juliette Yager
+1572,Executive Producer,Robert Lawrence
+10528,Music,Hans Zimmer
+10528,Director,Guy Ritchie
+10528,Characters,Arthur Conan Doyle
+10528,Producer,Susan Downey
+10528,Editor,James Herbert
+10528,Producer,Dan Lin
+271969,Director,Timur Bekmambetov
+271969,Screenplay,Keith R. Clarke
+10865,Sound Re-Recording Mixer,Tom Johnson
+10865,Sound Designer,Shannon Mills
+10865,Producer,Don Hahn
+10865,Story,Joss Whedon
+10865,Supervising Music Editor,Jim Weidman
+10865,Production Design,Mike Mignola
+10865,Director,Gary Trousdale
+10865,Story,Gary Trousdale
+10865,Director,Kirk Wise
+10865,Story,Kirk Wise
+10865,Post-Production Manager,Sue Bea Montgomery
+10865,Associate Editor,John K. Carr
+10865,Story,Jackie Zabel
+10865,Title Designer,John Brian King
+10865,Post Production Supervisor,Lori Korngiebel
+10865,CGI Supervisor,Kiran Bhakta Joshi
+10865,Visual Effects Supervisor,Marlon West
+10865,Visual Development,Rick Maki
+10865,Color Designer,Maria Gonzalez
+10865,Visual Effects,David 'Joey' Mildenberger
+10865,Color Timer,Terry Claborn
+10865,Assistant Sound Editor,Marcie Romano
+10865,Negative Cutter,Rich Mackay
+10865,Assistant Production Manager,Lesley Addario Bentivegna
+10865,Character Designer,Anne Marie Bardwell
+258509,Original Music Composer,Mark Mothersbaugh
+258509,Screenplay,Randi Mayem Singer
+258509,Characters,"Ross Bagdasarian, Jr."
+258509,Costume Design,Mary Claire Hannan
+258509,Director,Walt Becker
+258509,Choreographer,Tabitha Dumo
+258509,Storyboard,Angelo Libutti
+2253,Director,Bryan Singer
+2253,Screenplay,Christopher McQuarrie
+2253,Editor,John Ottman
+2253,Director of Photography,Newton Thomas Sigel
+2253,Costume Supervisor,David Crossman
+2253,Hairstylist,Yasmin Iqbal
+10661,Set Decoration,Ronald R. Reiss
+10661,Associate Producer,Aldric La'Auli Porter
+10661,Set Designer,Robert Fechtman
+10661,Director,Dennis Dugan
+10661,Casting,Randi Hiller
+10661,Production Design,Perry Andelin Blake
+10661,Art Direction,Alan Au
+10661,Director of Photography,Michael Barrett
+10661,Executive Producer,Robert Smigel
+10661,Editor,Tom Costain
+10661,Production Supervisor,Adam Brightman
+10661,Art Direction,John Collins
+10661,Casting Associate,Tamara Hunter
+10661,Location Manager,Sam Hutchins
+10661,Unit Production Manager,Iram Collantes
+10661,Line Producer,Gadi Levy
+10661,Post Production Supervisor,Patsy Bouge
+10661,Associate Producer,Judit Maull
+10661,Location Manager,Daniel Martinez
+257344,Director,Chris Columbus
+257344,Producer,Mark Radcliffe
+257344,Producer,Adam Sandler
+257344,Animation,Paul Robertson
+257344,Music,Henry Jackman
+257344,Executive Producer,Johnny Alves
+257344,Animation,Julius Kwan
+257344,Executive Producer,Matias Boucard
+257344,Animation,Anna Cardillo
+257344,Animation,Ellen Hoffmann
+257344,Animation,David Humphreys
+644,Casting,Avy Kaufman
+644,Director,Steven Spielberg
+644,Producer,Kathleen Kennedy
+644,Editor,Michael Kahn
+644,Executive Producer,Walter F. Parkes
+644,Assistant Art Director,Andrew Menzies
+644,Executive Producer,Jan Harlan
+644,Supervising Sound Editor,Richard Hymns
+644,Art Direction,Richard L. Johnson
+644,Art Direction,Thomas Valentine
+644,Makeup Artist,Bill Corso
+644,Assistant Art Director,Patrick M. Sullivan Jr.
+644,Casting Assistant,Beth Bowling
+644,Boom Operator,Robert Jackson
+644,Scoring Mixer,Shawn Murphy
+644,Location Manager,Gregory Alpert
+644,Set Designer,Steven Schwartz
+644,Art Department Coordinator,Latifa Ouaou
+644,Transportation Coordinator,Denny Caira
+644,Chief Lighting Technician,David Devlin
+644,Visual Effects Producer,Les Hunter
+644,Camera Operator,Mitch Dubin
+644,Art Department Coordinator,Anya Rudnick
+644,Greensman,Johnny Torres
+644,Steadicam Operator,Chris Haarhoff
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+644,Set Dresser,Jack Blanchard
+644,Video Assist Operator,Tomáš Loewy
+644,Animation Supervisor,Hal T. Hickel
+644,Driver,George Alden
+644,Camera Loader,David O'Brien
+644,Mix Technician,Jurgen Scharpf
+644,Post Production Assistant,Mark Gillard
+644,Stunts,Richard L. Blackwell
+644,Utility Stunts,Dana Dru Evenson
+644,Best Boy Electric,Scot Gaal
+644,Lighting Technician,Marek Bojsza
+644,Rigging Grip,Kevin Fahey
+644,Production Accountant,Laurie Charchut
+644,Hair Supervisor,Kathy Kane-Macgowan
+644,Assistant Property Master,Mark W. Brown
+10756,Editor,Priscilla Nedd-Friendly
+10756,Director of Photography,Remi Adefarasin
+10756,Original Music Composer,Mark Mancina
+10756,Executive Producer,Barry Bernardi
+10756,Director,Rob Minkoff
+10756,Producer,Andrew Gunn
+10756,Animation,Jay Jackson
+686,Director,Robert Zemeckis
+686,Director of Photography,Don Burgess
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+686,Costume Design,Joanna Johnston
+686,Art Direction,Lawrence A. Hubbs
+686,Executive Producer,Lynda Obst
+686,Foley,Dennie Thorpe
+686,Foley,Catherine Harper
+686,Story,Carl Sagan
+686,Unit Production Manager,Joan Bradshaw
+686,Assistant Director,Bruce Moriarty
+686,Property Master,Robin L. Miller
+686,First Assistant Editor,Jeremiah O'Driscoll
+686,Makeup Artist,Deborah La Mia Denaver
+686,Visual Effects Producer,Debbie Denise
+686,Visual Effects Art Director,Martin A. Kline
+686,First Assistant Editor,Carin-Anne Strohmaier
+686,Production Sound Mixer,William B. Kaplan
+686,Boom Operator,Earl Sampson
+686,Camera Operator,Nick Phillips
+686,Hairstylist,Frances Mathias
+686,Craft Service,John Wright Jr.
+686,Visual Effects Producer,Julia Frey
+686,Set Decoration,Michael Taylor
+686,First Assistant Camera,Michael Condro
+686,Camera Operator,Robert LaBonge
+686,Story,Ann Druyan
+686,Gaffer,David Morton
+686,Makeup Artist,Hallie D'Amore
+686,Visual Effects Supervisor,Kenneth Jones
+686,Key Hair Stylist,Kathryn Blondell
+686,Visual Effects Editor,Heather J. Morrison
+686,Sequence Supervisor,David Jones
+686,Makeup Artist,Jean-Luc Russier
+686,Visual Effects Supervisor,Michael L. Fink
+686,Visual Effects Editor,Kosta Saric
+686,Construction Coordinator,Michael Diersing
+686,Set Designer,Mariko Braswell
+686,Dialogue Editor,Barbara McBane
+686,ADR & Dubbing,Sue Fox
+686,Sequence Supervisor,Kee-Suk 'Ken' Hahn
+686,Sequence Supervisor,Laurence Treweek
+686,Visual Effects Supervisor,Joe Matza
+686,Set Costumer,Patricia Bercsi
+686,Sound Recordist,Randolph Saucedo
+686,Location Scout,Kathleen Beall
+686,Standby Painter,Robert E. Denne
+686,Storyboard,Darryl Henley
+686,Set Dressing Artist,Sara Gardner-Gail
+686,Scenic Artist,Susanna Glattly
+686,Production Coordinator,Darcy Fray
+686,24 Frame Playback,Mark Marcum
+9383,Casting,Howard Feuer
+9383,Costume Design,Ellen Mirojnick
+9383,Director,Paul Verhoeven
+9383,Executive Producer,Marion Rosenberg
+9383,Editor,Ron Vignone
+179,Storyboard,John Davis
+179,Director,Sydney Pollack
+179,Casting,Ellen Lewis
+179,Art Direction,Tom Warren
+179,Second Unit Cinematographer,David M. Dunlap
+179,Supervising Sound Editor,Scott Hecker
+179,Special Effects Supervisor,R. Bruce Steinheimer
+179,Boom Operator,Andrew Schmetterling
+179,Story,Brian Ward
+179,Camera Operator,Craig Haagensen
+179,First Assistant Editor,Gershon Hinkson
+179,Foley,Gary A. Hecker
+179,Assistant Costume Designer,Sue Gandy
+179,Makeup Artist,Felice Diamond
+179,Unit Publicist,Larry Kaplan
+179,ADR Supervisor,Jessica Gallavan
+179,Construction Coordinator,Ken Nelson
+179,Sound Effects Editor,Michael Babcock
+179,First Assistant Camera,Eric Swanek
+179,Author,Charles Randolph
+179,Gaffer,John W. DeBlau
+179,Orchestrator,Pete Anthony
+179,First Assistant Sound Editor,Carmen Flores De Tanis
+179,Leadman,Timothy Metzger
+179,Post Production Supervisor,Ruth Hasty
+179,Camera Loader,Rebecca Venezia
+179,Stand In,Brother Eden Douglas
+76285,Director of Photography,Shelly Johnson
+76285,Producer,Chris Columbus
+76285,Executive Producer,Mark Radcliffe
+76285,Supervising Art Director,Helen Jarvis
+76285,Associate Producer,Jeffrey Harlacker
+76285,Music,Andrew Lockington
+76285,Director,Thor Freudenthal
+76285,Co-Producer,Bill Bannerman
+76285,Stunts,Devyn Dalton
+76285,VFX Artist,Erik Classen
+76285,Compositors,Sagar Patil
+76285,Storyboard,Phil Langone
+1996,Editor,Michael Kahn
+1996,Casting,John Hubbard
+1996,Director,Jan de Bont
+1996,Director of Photography,David Tattersall
+291805,Producer,Bobby Cohen
+291805,Music,Brian Tyler
+291805,Director,Jon M. Chu
+291805,Screenplay,Pete Chiarelli
+291805,Foley,Dan O'Connell
+291805,Supervising Sound Editor,Nancy Nugent
+291805,Foley,Gregg Barbanell
+291805,Visual Effects Supervisor,Stephane Naze
+291805,Still Photographer,Jay Maidment
+291805,Visual Effects Supervisor,Shant Jordan
+291805,Camera Operator,Jonathan 'Chunky' Richmond
+291805,Steadicam Operator,Pete Cavaciuti
+291805,Visual Effects Supervisor,Matt Johnson
+291805,Gaffer,Jamie Mills
+291805,Visual Effects Coordinator,Garret Roosa
+291805,Sound Effects Editor,Siddharth Dubey
+291805,Boom Operator,Chris Murphy
+291805,Art Department Coordinator,Daniel Willis
+291805,Animation,Greg Facsko
+291805,VFX Editor,William Marshall Wilkinson
+291805,Visual Effects Coordinator,Alexander Maldoff
+10003,Director,Phillip Noyce
+10003,Producer,William J. MacDonald
+10003,Executive Producer,Robert S. Baker
+1535,Director,Tony Scott
+1535,Costume Design,Louise Frogley
+1535,Original Music Composer,Harry Gregson-Williams
+1535,Assistant Art Director,Alan Gilmore
+1535,Director of Photography,Daniel Mindel
+1535,Makeup Artist,Gary Liddiard
+1535,Script Supervisor,Anna Worley
+1535,Hairstylist,Graham Johnston
+1535,Hairstylist,Tena Parker
+1535,Armorer,Charles Bodycomb
+2067,Story,Jim Thomas
+2067,Director,Brian De Palma
+2067,Director of Photography,Stephen H. Burum
+2067,Costume Design,Sanja Milkovic Hays
+2067,Production Design,Ed Verreaux
+2067,Art Direction,Andrew Neskoromny
+2067,Associate Producer,Ted Tally
+2067,Costume Supervisor,Garet Reilly
+2067,Visual Effects,Merrick Rustia
+46195,Director,Carlos Saldanha
+46195,Screenplay,Don Rhymer
+46195,Animation Supervisor,Galen T. Chu
+46195,Story,Todd Jones
+2277,Production Design,Norman Reynolds
+2277,Director,Chris Columbus
+2277,Director of Photography,Phil Meheux
+10357,Director,Mick Jackson
+10357,Producer,Neal H. Moritz
+10357,Screenplay,Billy Ray
+10357,Producer,Andrew Z. Davis
+10357,Editor,Don Brochu
+10357,Screenplay,Jerome Armstrong
+10357,Sound Recordist,Jack Keller
+4477,Original Music Composer,James Horner
+4477,Set Decoration,Bernie Pollack
+4477,Set Decoration,Leslie Bloom
+4477,Director,Alan J. Pakula
+8665,Music,Klaus Badelt
+8665,Director,Kathryn Bigelow
+8665,Producer,Kathryn Bigelow
+8665,Screenstory,Louis Nowra
+9387,Director,John Milius
+9387,Sound Effects Editor,Bub Asman
+9387,Art Direction,Benjamín Fernández
+9387,First Assistant Director,José López Rodero
+9387,Sound mixer,Jim Willis
+9387,Production Design,Ron Cobb
+9387,Second Unit,Terry Leonard
+9387,Set Decoration,Giorgio Postiglione
+9387,Continuity,Francesca DeLaurentiis
+9387,Makeup Effects,Colin Arthur
+9387,Foley,Margie O'Malley
+9387,Story,Edward Summer
+9387,Additional Camera,José Luis Aguilar
+9387,Sound Re-Recording Mixer,Wayne Artman
+9387,Production Office Coordinator,Barbara Back
+9387,Script Supervisor,Yvonne Axeworthy
+9387,Gaffer,Micky Wilson
+9387,Art Direction,Veljko Despotović
+9387,Transportation Captain,Carlos Ponce de León
+9387,Unit Production Manager,Pepe Escriva
+9387,Assistant Director,Roberto Cirla
+9387,Propmaker,Tomas Lorenzo
+9387,Dialogue Editor,Caryl Wickman
+9387,Special Effects,Antonio Balandín
+9387,Assistant Costume Designer,María Eugenia Escrivá
+9387,Production Office Assistant,Miguel Ángel Alonso
+921,Production Design,Wynn Thomas
+921,Director,Ron Howard
+921,Producer,Ron Howard
+921,Executive Producer,Todd Hallowell
+921,Unit Production Manager,Kathleen McGill
+921,Casting Associate,Michelle Lewitt
+921,Director of Photography,Salvatore Totino
+921,Screenplay,Cliff Hollingsworth
+921,Casting,Diane Kerbel
+921,Art Direction,Peter Grundy
+921,Hairstylist,Hazel Gordon
+921,Makeup Artist,Burton J. LeBlanc
+921,Visual Effects Producer,Nancy Bernstein
+921,Casting,Crystal Kramer
+921,Hair Department Head,Emanuel Millar
+921,Unit Production Manager,Steve Wakefield
+49852,Director,Andrei Konchalovsky
+4464,Art Direction,Andrew Neskoromny
+4464,Set Decoration,Leslie A. Pope
+4464,Production Design,Jeannine Oppewall
+4464,Camera Operator,Ian Fox
+4464,Director,Gary Ross
+4464,Executive Producer,Robin Bissell
+4464,Costume Supervisor,Margo Baxley
+4464,Hairstylist,Susan Germaine
+4464,Assistant Costume Designer,Colleen Kelsall
+4464,Still Photographer,François Duhamel
+4464,Visual Effects Producer,Kim Lee
+4464,Script Supervisor,Julie Pitkanen
+4464,Dialogue Editor,Chris Hogan
+4464,Rigging Gaffer,Frank Dorowsky
+4464,Gaffer,Justin Holdsworth
+4464,Makeup Artist,June Bracken
+664,First Assistant Camera,Bill Coe
+664,Editor,Michael Kahn
+664,Director,Jan de Bont
+664,Executive Producer,Gerald R. Molen
+664,Executive Producer,Walter F. Parkes
+664,Special Effects Supervisor,John Frazier
+664,Original Music Composer,Mark Mancina
+664,Production Design,Joseph C. Nemec III
+664,Post Production Supervisor,Brad Goodman
+664,Casting Associate,Randi Hiller
+664,First Assistant Director,Matthew Carlisle
+664,Boom Operator,Beau Baker
+664,Sound Re-Recording Mixer,Gregg Landaker
+664,Foley,Hilda Hodges
+664,Property Master,John Zemansky
+664,Still Photographer,David James
+664,Hairstylist,Kim Santantonio
+664,Electrician,David H. Neale
+664,Visual Effects Editor,Timothy Eaton
+664,Sound Mixer,Geoffrey Patterson
+664,Music Supervisor,Joel Sill
+664,Digital Compositors,Julie Adrianson-Neary
+664,Aerial Director of Photography,Robert Mehnert
+664,Production Illustrator,Giacomo G. Ghiazza
+664,Video Assist Operator,Mark Suveg
+664,Assistant Sound Editor,Catherine Calleson
+664,Driver,Mitch Friedman
+8358,Director,Robert Zemeckis
+8358,Director of Photography,Don Burgess
+8358,Editor,Arthur Schmidt
+8358,Screenplay,William Broyles Jr.
+8358,Associate Producer,Cherylanne Martin
+8358,Executive Producer,Joan Bradshaw
+8358,Producer,Jack Rapke
+9836,Director,George Miller
+9836,Producer,George Miller
+9836,Writer,John Collee
+9836,Writer,Judy Morris
+9836,Producer,Bill Miller
+9836,Co-Director,Warren Coleman
+9836,Executive Producer,Ed Jones
+9836,Production Design,Mark Sexton
+9836,Line Producer,Martin Wood
+9836,Layout,David Peers
+9836,Editor,Christian Gazal
+9836,Choreographer,Savion Glover
+9836,Music Supervisor,Christine Woodruff
+9836,Supervising Sound Editor,Wayne Pashley
+9836,Sound Re-Recording Mixer,Wayne Pashley
+9836,Art Direction,Simon Whiteley
+9836,Supervising Dialogue Editor,Sonal Joshi
+9836,Assistant Editor,Julietta Boscolo
+9836,Sound Effects Editor,Damian Candusso
+9836,First Assistant Editor,Matt Town
+9836,First Assistant Director,P.J. Voeten
+9836,Sound Effects Editor,Rick Lisle
+9836,Orchestrator,Jessica Wells
+9836,Animation Supervisor,Don Ezard
+9836,Dialogue Editor,Nicholas Breslin
+2502,Makeup Department Head,Christine Beveridge
+2502,Stunt Coordinator,Dan Bradley
+2502,Editor,Richard Pearson
+2502,Associate Producer,Henning Molfenter
+2502,Rigging Gaffer,Dietmar Haupt
+2502,Location Manager,Markus Bensch
+2502,Transportation Coordinator,Sebastian Neitsch
+2502,Original Music Composer,John Powell
+2502,Director of Photography,Oliver Wood
+2502,ADR Supervisor,Anna MacKenzie
+2502,First Assistant Director,Luc Etienne
+2502,Associate Producer,Thierry Potok
+2502,Director,Paul Greengrass
+2502,Third Assistant Director,Paul Goldsmith
+2502,Casting Associate,Kathleen Tomasik
+2502,Executive Producer,Jeffrey M. Weiner
+2502,Costume Supervisor,Petra Wellenstein
+2502,Scoring Mixer,Steve Kempster
+2502,Casting,Annette Borgmann
+2502,Steadicam Operator,Klemens Becker
+2502,Costume Supervisor,Himani Dehlvi
+2502,Sound Mixer,Bob Beemer
+2502,Publicist,Ruben Malaret
+2502,Foley Editor,Richard Dwan Jr.
+2502,Supervising Sound Editor,Karen Baker Landers
+2502,Digital Intermediate,Nathan R. Fitzgerald
+2502,In Memory Of,Peter Donen
+2502,Stunt Coordinator,Viktor Ivanov
+2502,Additional Photography,Jens Geibel
+2502,Gaffer,Ronald Schwarz
+2502,Music Editor,Peter Myles
+2502,Scenic Artist,Greg Winter
+2502,Aerial Camera Technician,Steven Desbrow
+2502,Key Grip,Dieter Bähr
+2502,Unit Production Manager,Chris Bromley
+2502,Conductor,Pete Anthony
+2502,Quality Control Supervisor,Kevin Lin
+2502,Standby Painter,Björn Holzhausen
+2502,Set Medic,Elton Farla
+2502,Lighting Technician,Paul Freuer
+2502,Rigging Grip,Mario Grech
+2502,Production Coordinator,Laura Denicke
+2502,Assistant Sound Editor,Todd Egan
+2502,Musician,Peter Davies
+9772,Associate Producer,Peter Kohn
+9772,Director of Photography,Michael Ballhaus
+9772,Director,Wolfgang Petersen
+9772,Supervising Art Director,Nancy Patton
+9772,Production Manager,David Siegel
+9772,Sound Effects Editor,Christopher Assells
+9772,Special Effects Coordinator,Terry D. Frazee
+9772,Producer,Gail Katz
+9772,Producer,Jonathan Shestack
+9772,Associate Producer,Mary Montiforte
+9772,Makeup Artist,Selina Jayne
+9772,Still Photographer,Claudette Barius
+9772,Animatronics Designer,Larry Odien
+9772,Supervising Sound Editor,Wylie Stateman
+9772,Property Master,Hope M. Parrish
+9772,Location Manager,Lauren Ross
+9772,Visual Effects Coordinator,Jody Echegaray
+9772,Dialogue Editor,Dan Hegeman
+9772,Art Direction,Carl J. Stensel
+9772,Rigging Gaffer,Charlie McIntyre
+9772,First Assistant Sound Editor,Robert Batha
+9772,Production Coordinator,Carole Cowley
+9772,Sound Mixer,Keith A. Wester
+9772,Lighting Technician,Brennan Price
+9772,Production Supervisor,Kristen D. Chidel
+9772,Stunts,Michael Lee Baron
+9772,Production Illustrator,Mike Swift
+9772,Electrician,Wayne A. Lee
+9772,Storyboard,Matt Golden
+9772,Studio Teachers,Claudette Grand
+161,Casting,Debra Zane
+161,Director,Steven Soderbergh
+161,Author,George Clayton Johnson
+161,Producer,Jerry Weintraub
+161,Original Music Composer,David Holmes
+161,3D Supervisor,William Budge
+161,Art Direction,Keith P. Cunningham
+161,Set Decoration,Kristen Toscano Messina
+161,Executive Producer,Susan Ekins
+161,Hairstylist,Waldo Sanchez
+161,Stunt Coordinator,John Robotham
+161,Set Costumer,Shoshana Rubin
+161,Unit Production Manager,Frederic W. Brost
+161,Stunts,Richard Bucher
+161,Transportation Captain,Shane Greedy
+161,Sound Editor,Mike Chock
+161,Steadicam Operator,Duane Manwiller
+161,Publicist,Spooky Stevens
+161,CG Supervisor,Serge Sretschinsky
+161,Key Hair Stylist,Roxanne Wightman
+161,Painter,Francesco Ferrara
+161,Craft Service,Jeff Winn
+161,Assistant Property Master,Lance Larson
+161,Executive In Charge Of Production,Mark Scoon
+161,Key Grip,Al LaVerde
+161,Art Department Assistant,James J. Burke
+161,Post Production Assistant,Betsy Dennis
+161,Propmaker,Craig Zumbroegel
+161,Video Assist Operator,Dauv McNeely
+161,Color Timer,Dana Ross
+161,Electrician,Albert Hood
+161,Production Accountant,Gladys Kaye McCall
+161,Storyboard,Len Morganti
+161,Foley Editor,James Christopher
+161,Casting Assistant,Pamela Lynn Thomas
+161,Costume Illustrator,Haleen K. Holt
+161,Second Assistant Director,Trey Batchelor
+161,Negative Cutter,Paul Tanzillo Jr.
+52451,Director,Paul W.S. Anderson
+52451,Executive Producer,Martin Moszkowicz
+52451,Director of Photography,Glen MacPherson
+52451,Production Design,Paul D. Austerberry
+52451,Art Direction,David Scheunemann
+52451,Casting,Suzanne M. Smith
+52451,Makeup Artist,Björn Rehbein
+52451,Costume Supervisor,Sabine Knocke
+76492,Original Music Composer,Mark Mothersbaugh
+76492,Producer,Michelle Murdocca
+76492,Director,Genndy Tartakovsky
+4523,Director of Photography,Don Burgess
+4523,Songs,Alan Menken
+4523,Executive Producer,Ezra Swerdlow
+4523,Director,Kevin Lima
+4523,Songs,Stephen Schwartz
+4523,Animation,Andreas Deja
+4523,Screenplay,Bill Kelly
+4523,Lighting Technician,Howard R. Campbell
+59961,Casting,Sarah Finn
+59961,Director of Photography,Oliver Wood
+59961,Executive Producer,Scott Aversano
+59961,Producer,Scott Stuber
+59961,Costume Design,Susan Matheson
+59961,Director,Daniel Espinosa
+59961,Set Decoration,Tom Olive
+10481,Director,Kevin Lima
+10481,Editor,Gregory Perler
+10481,Story,Kristen Buckley
+10481,Screenplay,Brian Regan
+10481,Story,Brian Regan
+10481,Novel,Dodie Smith
+10481,Screenplay,Bob Tzudiker
+10481,Visual Effects,Merrick Rustia
+59108,Story,Ted Griffin
+59108,Producer,Kim Roth
+59108,Director of Photography,Dante Spinotti
+59108,Art Direction,Nicholas Lundy
+59108,Director,Brett Ratner
+59108,Executive Producer,Bill Carraro
+59108,Original Music Composer,Christophe Beck
+59108,Costume Design,Sarah Edwards
+59108,Casting,Kathleen Chopin
+1581,Director,Nancy Meyers
+9798,Casting,Victoria Thomas
+9798,Art Direction,James J. Murakami
+9798,Director,Tony Scott
+9798,Original Music Composer,Harry Gregson-Williams
+22897,Director of Photography,John Toll
+22897,Screenplay,Nancy Meyers
+22897,Director,Nancy Meyers
+22897,Producer,Nancy Meyers
+22897,Executive Producer,Ilona Herzberg
+22897,Orchestrator,Kevin Kaska
+298,Casting,Debra Zane
+298,Supervising Art Director,Doug J. Meerdink
+298,Director,Steven Soderbergh
+298,Director of Photography,Steven Soderbergh
+298,Characters,George Clayton Johnson
+298,Producer,Jerry Weintraub
+298,Original Music Composer,David Holmes
+298,Music Supervisor,David Holmes
+298,Hair Department Head,Waldo Sanchez
+298,Hairstylist,Kay Georgiou
+298,Casting Associate,Tannis Vallely
+298,Visual Effects,Dottie Starling
+298,Script Supervisor,Annie Welles
+298,Visual Effects Supervisor,Thomas J. Smith
+298,Key Hair Stylist,Fríða Aradóttir
+298,Dialogue Editor,Matt Coby
+298,Hairstylist,Teressia Carter
+298,Makeup Artist,Robin Fredriksz
+298,Makeup Artist,Vonda K. Morris
+298,Music Editor,Valente Torez
+298,Stunts,Brian Avery
+7484,Director,Jill Culton
+7484,Director,Roger Allers
+7484,Director,Anthony Stacchi
+7484,Art Direction,James Finn
+7484,Animation,James Baker
+157350,Set Decoration,Anne Kuljian
+157350,Director,Neil Burger
+157350,Costume Design,Carlo Poggioli
+157350,Art Direction,Andrew Max Cahn
+157350,Casting,Venus Kanani
+157350,Editor,Nancy Richardson
+157350,Sound Designer,Dror Mohar
+157350,Makeup Effects,Kevin Haney
+157350,Set Designer,Cosmas A. Demetriou
+157350,Foley,Gary Marullo
+157350,Dialogue Editor,Frederick H. Stahly
+157350,Sound Re-Recording Mixer,Shayna Brown
+157350,Lighting Artist,Emerito Trevino
+157350,Costume Supervisor,Valerie Zielonka
+157350,Script Supervisor,Valeria Migliassi Collins
+157350,Location Manager,Julie Hannum
+157350,Dialect Coach,Tanera Marshall
+157350,Studio Teachers,Lisa Nichols
+157350,Thanks,Dominic Charles Ferris
+157350,Helicopter Camera,Hans Bjerno
+157350,Visual Effects Producer,Greg Baxter
+157350,Digital Intermediate,Amy Pawlowski
+157350,Helicopter Camera,John Trapman
+157350,Second Unit Cinematographer,Jake Polonsky
+157350,Set Costumer,Rocio Estrada Blackwell
+157350,Set Costumer,Katherine Wright
+157350,Stunts,Karin Silvestri
+853,Costume Design,Janty Yates
+853,Casting,John Hubbard
+853,Original Music Composer,James Horner
+853,Screenplay,Jean-Jacques Annaud
+853,Director,Jean-Jacques Annaud
+853,Producer,Jean-Jacques Annaud
+853,Sound Effects Editor,Martin Cantwell
+853,Location Manager,Markus Bensch
+853,Executive Producer,Jörg Reichl
+853,Sound Editor,Andreas Biegler
+853,Visual Effects Supervisor,Peter Chiang
+853,Still Photographer,Alex Bailey
+853,Helicopter Camera,Christian Almesberger
+853,Costume Supervisor,Brigitte Friedländer-Rodriguez
+853,Camera Operator,Klemens Becker
+853,Visual Effects Producer,Antony Bluff
+853,Camera Operator,Sebastian Meuschel
+853,Music Editor,Joe E. Rand
+853,Costume Supervisor,Mary Elizabeth Still
+853,Camera Operator,Sönke Hansen
+853,Stunt Coordinator,Jim Dowdall
+853,Sequence Supervisor,Paul J. Franklin
+853,Unit Publicist,Patric Scott
+853,Hairstylist,Hasso von Hugo
+853,Construction Coordinator,John Paterson
+853,Sound Re-Recording Mixer,Chris Carpenter
+853,Special Effects Coordinator,Albert Von De Thuman
+853,Visual Effects Producer,Drew Jones
+853,Visual Effects Producer,Natascha Pfeiffer
+853,Visual Effects Supervisor,Sean Schur
+10159,Original Music Composer,Harry Gregson-Williams
+10159,Producer,Marc Abraham
+10159,Director,Peter Berg
+10159,Producer,Kevin Misher
+10159,Art Direction,Marco Rubeo
+10159,Writer,R.J. Stewart
+10159,Producer,Karen Glasser
+10159,Executive Producer,Alan Beattie
+10159,Hairstylist,Chantal Boom'la
+10159,Post Production Supervisor,Sean T. Stratton
+10159,Makeup Effects,Mimi Palazon
+10159,Makeup Artist,Tonie Keyton
+10159,Makeup Artist,Carey Robertson
+9593,Director,John McTiernan
+9593,Executive Producer,Arnold Schwarzenegger
+9593,Dialogue Editor,Clayton Collins
+9593,Boom Operator,Nicholas R. Allen
+9593,Editor,John Wright
+9593,Costume Design,Gloria Gresham
+9593,Visual Effects Supervisor,Neil Krepela
+9593,Additional Editing,Robert K. Lambert
+9593,Story,Zak Penn
+9593,Producer,Stephen J. Roth
+9593,Story,Adam Leff
+9593,Set Medic,Jeffrey D. Stevens
+9593,Production Office Coordinator,Katherine Kennedy
+9593,Digital Compositors,Don Lee
+9593,Visual Effects Editor,Miller Drake
+9593,Electrician,David Bartholomew
+9593,Sound Effects Editor,David A. Arnold
+9593,Utility Stunts,Anthony G. Schmidt
+9593,Production Sound Mixer,Lee Orloff
+9593,Post Production Supervisor,Michael Sweeney
+9593,Animation Supervisor,Jane Baer
+9593,Craft Service,Michael G. Kehoe
+9593,Studio Teachers,Pia Mehr
+9593,Grip,Doug Cowden
+9593,Loader,Larissa Supplitt
+9593,Greensman,Randy Martens
+9593,Key Hair Stylist,Robert Chiu
+9593,Telecine Colorist,Scot Deer
+9593,Transportation Co-Captain,John Hager
+1904,Original Music Composer,John Williams
+1904,Director of Photography,Dion Beebe
+1904,Director,Rob Marshall
+1904,Novel,Arthur Golden
+9615,Costume Design,Sanja Milkovic Hays
+9615,Casting,Sarah Finn
+9615,Sound Designer,Peter Brown
+9615,Stunt Coordinator,Terry Leonard
+9615,Executive Producer,Ryan Kavanaugh
+9615,Director,Justin Lin
+9615,Visual Effects Supervisor,Mike Wassel
+9615,Camera Operator,Leo J. Napolitano
+9615,Script Supervisor,Valeria Migliassi Collins
+9615,Dialogue Editor,John C. Stuver
+9615,Music Editor,Sheri Ozeki
+9615,Camera Operator,Joseph V. Cicio
+9615,Visual Effects Editor,Pamela Choules
+9615,Sound Effects Editor,Steve Mann
+9615,Sound Effects Editor,Stephen P. Robinson
+9615,Sound Re-Recording Mixer,Chris Carpenter
+9615,Gaffer,Don Bixby
+9615,First Assistant Editor,Stephanie Johnson
+51052,Screenplay,Peter Baynham
+51052,Co-Executive Producer,Peter Baynham
+51052,Co-Producer,Chris Juen
+51052,Director,Barry Cook
+51052,Director,Sarah Smith
+51052,Visual Development,Till Nowak
+51052,Layout,Anthony Di Ninno
+51052,Sound Re-Recording Mixer,Doug Cooper
+51052,Sound Re-Recording Mixer,Mike Prestwood Smith
+51052,Sound Re-Recording Mixer,Simon Ellegaard
+51052,Animation,Joel Foster
+51052,Animation,Sue Houston Safianoff
+51052,Visual Effects Coordinator,Jennifer Avery
+51052,Producer,Steve Pegram
+297,Director,Martin Brest
+297,Producer,Martin Brest
+297,Editor,Michael Tronick
+297,Screenplay,Kevin Wade
+297,Screenplay,Bo Goldman
+297,Producer,David J. Wally
+297,Editor,Joe Hutshing
+297,Special Effects,Robert DeVine
+297,Foley Editor,Dan Yale
+297,ADR Editor,David Melhase
+297,Dolly Grip,Dave Lowry
+297,Still Photographer,Phillip V. Caruso
+297,Sound Re-Recording Mixer,Chris Jenkins
+297,Visual Effects Supervisor,Michael Owens
+297,ADR Editor,Allen Hartz
+297,Gaffer,Jay Fortune
+297,Key Makeup Artist,Randy Houston Mercer
+297,ADR Editor,Jeff Rosen
+297,Supervising ADR Editor,Joe Dorn
+297,Makeup Artist,Joe Rossi
+297,Music Editor,Angie Rubin
+297,ADR Editor,Barbara Issak
+297,Hairstylist,Stephen G. Bishop
+297,Key Grip,Richard Guinness Jr.
+297,Rigging Gaffer,James Malone
+297,Sound Effects Editor,Linda Keim
+297,Sound Recordist,Mark Narramore
+9884,Casting,Amanda Mackey
+9884,Makeup Department Head,Jeff Dawn
+9884,Local Casting,Claudia Becker
+9884,Director,Andrew Davis
+9884,Executive Producer,Hawk Koch
+9884,Unit Production Manager,David Siegel
+9884,Art Direction,Marc Fisichella
+9884,Set Decoration,Enrique Estévez
+9884,Associate Producer,Lowell D. Blank
+9884,Camera Operator,Stephen St. John
+9884,Orchestrator,Blake Neely
+9884,Co-Producer,John Schimmel
+9884,Production Sound Mixer,Art Rochester
+9884,Second Unit Cinematographer,Craig Haagensen
+9884,ADR Voice Casting,Sandy Holt
+9884,Production Supervisor,Mitchell E. Dauterive
+9884,Associate Producer,Mitchell E. Dauterive
+9884,Animation Supervisor,Tim Everitt
+9884,Art Department Coordinator,Alisarine Ducolomb
+9884,Costume Design,James W. Tyson
+9884,Best Boy Electric,David Morton
+9884,Transportation Captain,Ricardo Díaz Avilés
+9884,Sound Re-Recording Mixer,Gregg Rudloff
+9884,Sound Re-Recording Mixer,John T. Reitz
+9884,Location Scout,Lori A. Balton
+9884,Art Department Coordinator,Carol Kiefer
+9884,Script Supervisor,Trisha Burton
+9884,Scoring Mixer,John Kurlander
+9884,Camera Operator,Eduardo Flores Torres
+9884,Transportation Coordinator,Arturo Curiel
+9884,Makeup Artist,Raúl Sarmiento
+9884,Hair Department Head,Peter Tothpal
+9884,Set Designer,Kenneth A. Larson
+9884,Dolby Consultant,Thom 'Coach' Ehle
+9884,Visual Effects Supervisor,John P. Mesa
+9884,Second Unit,William H. Burton Jr.
+9884,Set Costumer,Susi Campos
+9884,Location Manager,Becky Brake
+9884,Location Manager,Lily Flaschner
+9884,Stunts,Robert Alonzo
+9884,Production Coordinator,Robin Mulcahy Fisichella
+9884,Associate Producer,Teresa Tucker-Davies
+9884,Painter,Francesco Ferrara
+9884,Key Grip,Bob Munoz
+9884,Assistant Property Master,Mike Carrillo
+9884,Rigging Grip,Alfred E. Smithey
+9884,Sound Engineer,Carl D. Ware
+9884,Marine Coordinator,Moby Griffin
+9884,Negative Cutter,Mo Henry
+9884,Assistant Production Coordinator,Stephani Hunter
+16858,Set Decoration,Edward Stewart
+16858,Writer,Robert Alan Aurthur
+16858,Director,Bob Fosse
+62764,Casting,Kerry Barden
+62764,Original Story,Jacob Grimm
+62764,Original Story,Wilhelm Grimm
+62764,Original Music Composer,Alan Menken
+62764,Casting,Paul Schnee
+62764,Producer,Ryan Kavanaugh
+62764,Director,Tarsem Singh
+62764,Executive Producer,Kevin Misher
+62764,Producer,Bernie Goldmann
+62764,Screenstory,Melisa Wallack
+62764,Executive Producer,Josh Pate
+62764,Executive Producer,Tommy Turtle
+62764,Producer,Ajit Singh
+62764,Animation,Andy Hass
+62764,Lighting Artist,Howard R. Campbell
+22538,Director,Edgar Wright
+22538,Novel,Bryan Lee O'Malley
+9341,Sound Effects Editor,Michael Payne
+9341,Original Music Composer,Christopher Young
+9341,Special Effects Coordinator,Gary D'Amico
+9341,Writer,Cooper Layne
+9341,Location Manager,Ellen Lent
+9341,Director,Jon Amiel
+9341,Makeup Artist,Ellie Winslow
+9341,Writer,John Rogers
+9341,Costume Design,Daniel J. Lester
+9341,Producer,Sean Bailey
+9341,Foley Editor,Scott Curtis
+9341,Co-Producer,David B. Householter
+9341,Art Department Coordinator,Carole Mondello
+9341,Visual Effects Supervisor,Tony Clark
+9341,Scenic Artist,Bob Bottieri
+9341,Makeup Artist,Deborah K. Larsen
+9341,Costume Supervisor,Robert Q. Mathews
+9341,Assistant Costume Designer,Jenni Gullett
+9341,Foley,Sarah Monat
+9341,Chief Lighting Technician,Bruce McCleery
+9341,Set Designer,Nancy Anna Brown
+9341,Transportation Coordinator,Blue Angus
+9341,Script Supervisor,Christine Wilson
+9341,Sculptor,Val Drake
+9341,Rigging Gaffer,Bill Baxter
+9341,Visual Effects Editor,Desi Ortiz
+9341,Sculptor,Jack Gauvreau
+9341,Helicopter Camera,Jeremy Braben
+9341,Aerial Director of Photography,Kurt E. Soderling
+9341,Sound Effects Editor,Ken Fischer
+9341,Visual Effects Producer,Cosmas Paul Bolger Jr.
+9341,ADR Editor,Zack Davis
+9341,Gaffer,Leonardo Beltrame
+9341,Hairstylist,Angelina P. Cameron
+9341,Greensman,Dave Emmonds
+9341,Dialogue Editor,Vic Radulich
+9341,Property Master,Dean Eilertson
+9341,Leadman,Denyse Nelson
+9341,Sculptor,Daniel Pokorny
+9341,CG Supervisor,Chow Emrich
+9341,CGI Supervisor,Andy Lesniak
+9341,Post Production Supervisor,Tim Grover
+9341,Visual Effects Supervisor,Bryan Hirota
+9341,Visual Effects Supervisor,Gene Warren Jr.
+9341,Gaffer,Ralph Flores Jr.
+9341,Transportation Coordinator,David R. Anderson
+9341,Script Supervisor,Sue Field
+9341,Location Manager,Isabelle Gautier
+9341,Location Manager,Tim Porter
+9341,Carpenter,Jeff Khachadoorian
+9341,Production Office Coordinator,Lori Berlanga
+9341,3D Animator,Edward Quirk
+9341,Painter,Leigh-Alexandra Jacob
+9341,Loader,Matthew Lane
+9341,Production Coordinator,Keith Alexander
+9341,Researcher,Michael Chenery
+9341,I/O Supervisor,Madhava Reddy
+9341,Storyboard,Jerry Bingham
+9341,Assistant Property Master,Chris Dutton
+9341,Grip,Richard Ellison
+9341,Wardrobe Supervisor,Claudio Manzi
+9341,Second Assistant Director,Andrew M. Robinson
+9341,Casting Assistant,Anande Maré-Cross
+12107,Screenplay,Paul Weitz
+12107,Executive Producer,Jerry Lewis
+12107,Executive Producer,Tom Shadyac
+12107,Director of Photography,Dean Semler
+12107,Director,Peter Segal
+9637,Director,Raja Gosnell
+9637,Casting,Mary Vernieu
+9637,Executive Producer,Andrew Mason
+9637,Editor,Kent Beyda
+9637,Sound Effects Editor,Christopher Assells
+9637,Assistant Costume Designer,Barbara Darragh
+9637,Art Direction,Christian Wintter
+9637,Associate Producer,Philip A. Patterson
+9637,Story,Craig Titley
+9637,Stunt Coordinator,Guy Norris
+9637,Set Decoration,Matthew Putland
+9637,Unit Production Manager,Stephen Jones
+9637,Production Design,Bill Boes
+9637,Gaffer,Adam Williams
+9637,Prosthetic Supervisor,Kym Sainsbury
+9637,Assistant Art Director,Fiona Scott
+9637,Still Photographer,Jasin Boland
+9637,Dialogue Editor,Laura Harris Atkinson
+9637,Production Sound Mixer,Paul 'Salty' Brincat
+9637,Location Manager,Jamie McLennan
+9637,Publicist,Fiona Searson
+9637,Best Boy Electric,Craig Clark
+9637,Sound Designer,Scott Sanders
+9637,Makeup Artist,Kristelle Gardiner
+9637,Animation,Jay Jackson
+9637,Compositors,Roger Huynh
+9637,Set Costumer,Melanie Shepherd
+9637,Visual Effects Coordinator,Keith Foston
+9637,Sculptor,Kirstine Wallis
+9637,Hairstylist,Grace Hernandez
+9637,Set Dressing Artist,Justine Dunn
+9637,Carpenter,David Childs
+9637,Digital Effects Supervisor,Anthony Mabin
+9637,Production Controller,Margaret Mitchell
+9637,Systems Administrators & Support,Ben De Luca
+9637,Production Accountant,Paula Marie Duncan
+9637,Digital Compositors,Jason Bayever
+9637,Visual Development,Tohru Patrick Awa
+9637,Modeling,Keith Hunter
+49049,Characters,John Wagner
+49049,Casting,Sarah Finn
+49049,Assistant Art Director,Mark Walker
+49049,Costume Design,Diana Cilliers
+49049,Production Design,Mark Digby
+49049,Director,Pete Travis
+49049,Visual Effects Supervisor,Jon Thum
+49049,Second Unit Cinematographer,Niels Reedtz Johansen
+49049,Camera Operator,Peter Belcher
+49049,Visual Effects Supervisor,Sara Bennett
+49049,Art Direction,Christophe Dalberg
+49049,Hairstylist,Christa Schoeman
+49049,Sound Effects Editor,Danny Freemantle
+49049,Sound Effects Editor,Eilam Hoffman
+49049,Dolby Consultant,James Shannon
+49049,Foley,Jack Stew
+49049,Costume Supervisor,Jacomina Jankowitz
+49049,Visual Effects Producer,Tim Field
+49049,First Assistant Editor,Emanuele Giraldo
+49049,Steadicam Operator,Sarel Pretorius
+49049,Animation,Pablo Grillo
+49049,Visual Effects Producer,Nick Drew
+49049,Stunt Coordinator,Grant Hulley
+49049,Stunt Coordinator,Franz Spilhaus
+49049,Art Direction,Paul Cripps
+49049,Conceptual Design,Daniël Hugo
+49049,Conceptual Design,Joe Pistorius
+49049,Scenic Artist,Pierre Smit
+49049,Visual Effects Producer,Shome Dasgupta
+49049,Visual Effects Producer,Angela Hunt
+49049,Visual Effects Supervisor,Andrew Morley
+49049,Stunts,Shaamilla Noordien
+9339,Original Music Composer,Rupert Gregson-Williams
+9339,Producer,Mark O'Keefe
+9339,Director,Frank Coraci
+16281,Director,George A. Romero
+16281,Editor,George A. Romero
+16281,Makeup Effects,Tom Savini
+16281,Editor,Paul Hirsch
+16281,Associate Producer,David E. Vogel
+39691,Producer,Andrew Lazar
+39691,Director,Brad Peyton
+39691,Animation,Jeremy Stewart
+8247,Set Decoration,Hilton Rosemarin
+8247,Screenplay,Jim Uhls
+8247,Production Design,Oliver Scholl
+8247,Supervising Art Director,Thomas Valentine
+8247,Director,Doug Liman
+8247,Producer,Simon Kinberg
+8247,Executive Producer,Stacy Maes
+8247,Editor,Dean Zimmerman
+8247,Visual Effects Supervisor,Joel Hynek
+8247,Sound Designer,Derek Vanderhorst
+8247,Makeup Artist,Allan A. Apone
+8247,Producer,Simon Crane
+8247,Casting Associate,Jason Knight
+8247,Casting Associate,Deanna Brigidi
+8247,Music Editor,Thomas A. Carlson
+8247,Key Hair Stylist,Karola Dirnberger
+8247,Set Designer,Michael Shocrylas
+8247,Gaffer,Brent Poe
+8247,Storyboard,Rob Ballantyne
+8247,Special Effects Coordinator,Rob Sanderson
+8247,Stunt Coordinator,Wade Eastwood
+8247,Storyboard,Martin L. Mercer
+8247,Storyboard,Darren Denlinger
+8247,Storyboard,James Goodman
+8247,Storyboard,Jamie Rama
+8247,Location Manager,Keith Large
+8247,Production Coordinator,Elspeth Cassar
+11253,Original Music Composer,Danny Elfman
+11253,Producer,Lawrence Gordon
+11253,Costume Design,Sammy Sheldon
+11253,Director,Guillermo del Toro
+11253,Casting,Jeremy Zimmermann
+11253,Casting,Zsolt Csutak
+1949,Director,David Fincher
+1949,Supervising Sound Editor,Ren Klyce
+1949,Art Direction,Keith P. Cunningham
+1949,Screenplay,James Vanderbilt
+1949,Book,Robert Graysmith
+1949,Production Design,Donald Graham Burt
+1949,Music Supervisor,Randall Poster
+1949,Still Photographer,Merrick Morton
+1949,Makeup Artist,Amy Schmiederer
+1949,Sound Re-Recording Mixer,Michael Semanick
+1949,Music Editor,Bryan Lawson
+1949,Rigging Gaffer,John R. Manocchia
+1949,Hairstylist,Miia Kovero
+1949,Music Editor,Martin Erskine
+1949,Script Supervisor,Kristine Kelly
+8452,Music,Trevor Rabin
+8452,Director,Roger Spottiswoode
+8452,Casting,Judith Holstra
+8452,Production Design,James D. Bissell
+8452,Editor,Michel Arcand
+8452,Editor,Dominique Fortin
+8452,Art Direction,Christopher Burian-Mohr
+8452,Director of Photography,Pierre Mignot
+8452,Art Direction,Patrick Banister
+8452,Stunts,J.J. Makaro
+8452,Dialogue Editor,Wylie Stateman
+8452,Set Designer,Andrea Dopaso
+8452,Set Designer,Martha Johnston
+8452,Set Designer,James Philpott
+8452,Visual Effects Supervisor,Thomas J. Smith
+8452,Visual Effects Supervisor,Tom Leeser
+8452,Location Manager,Tim Haughian
+310,Director,Tom Shadyac
+310,Producer,Tom Shadyac
+310,Art Direction,James Nedza
+310,Makeup Department Head,Valli O'Reilly
+310,Supervising Sound Editor,Michael Hilkene
+310,Sound Editor,David Grimaldi
+310,Associate Producer,Janet L. Wattles
+310,Animation Supervisor,Fumi Mashimo
+310,Scoring Mixer,Shawn Murphy
+310,Dolly Grip,Jeff 'Moose' Howery
+310,Second Assistant Director,Ryan Craig
+310,Sound Recordist,Brian Basham
+310,Stunts,Christine Anne Baur
+310,ADR Supervisor,Julie Feiner
+310,Location Manager,David Thornsberry
+310,Aerial Camera,Ron Goodman
+310,Orchestrator,Pete Anthony
+310,Art Department Coordinator,Mitch Sutton
+310,Costume Supervisor,Bill Edwards
+310,Apprentice Sound Editor,Kevin Warendorp
+310,Construction Foreman,Joe Chenier
+310,Location Scout,Mark A. Freid
+310,Cableman,Andy Brokmeyer
+310,Driver,Paul Boscarino
+310,Picture Car Coordinator,John Cahill
+310,Post Production Assistant,Tyler Thornberg
+310,Projection,Edward J. Ertel
+310,Set Medic,Greg Knapp
+310,Color Timer,Mike Stanwick
+310,Electrician,Thomas Wostak
+310,24 Frame Playback,Mark Scott
+310,Aerial Coordinator,Peter McKernan
+310,Foley Editor,Valerie Davidson
+310,Pilot,Bill Richards
+27578,Director of Photography,Jeffrey L. Kimball
+27578,Stunt Coordinator,Chad Stahelski
+27578,Screenplay,Sylvester Stallone
+27578,Director,Sylvester Stallone
+27578,Production Design,Franco-Giacomo Carbone
+27578,Executive Producer,Les Weldon
+27578,Producer,Avi Lerner
+27578,Story,Dave Callaham
+27578,Executive Producer,Jon Feltheimer
+27578,Sound Effects Editor,Stuart Provine
+27578,Camera Operator,Nicholas Davidoff
+27578,Makeup Artist,Nikki I Brown
+27578,Casting,Tricia Wood
+27578,Set Designer,Ricardo Ferreira
+27578,Makeup Department Head,Scott Eddo
+27578,Editor,Paul Harb
+27578,ADR & Dubbing,Robert Jackson
+27578,Visual Effects Producer,Jason Sanford
+27578,Picture Car Coordinator,Phil Schriber
+27578,Visual Effects Editor,Angelina Borisowa
+27578,Script Supervisor,Amy Sanderson
+27578,Construction Coordinator,Randall S. Coe
+27578,Supervising Sound Effects Editor,David Esparza
+27578,Transportation Coordinator,Teresa Haney
+27578,Rigging Gaffer,Ferdinand Duplantier Jr.
+27578,Gaffer,Dan Delgado
+27578,Set Designer,Dany Espinelli
+27578,Makeup Artist,Yunglin Man
+27578,Assistant Art Director,Brandi Hugo
+27578,Camera Operator,Felipe Reinheimer
+27578,First Assistant Editor,Nona Khodai
+27578,Music Editor,Kyle Clausen
+954,Original Music Composer,Danny Elfman
+954,Sound Designer,Christopher Boyes
+954,Director,Brian De Palma
+954,Screenplay,Steven Zaillian
+954,Set Decoration,Peter Howitt
+954,Special Effects Supervisor,Eric Allard
+954,Sound Mixer,David Crozier
+954,Editor,Paul Hirsch
+954,Makeup Artist,Jirí Farkas
+954,Visual Effects Coordinator,Alexandra Altrocchi
+954,Assistant Art Director,David Lee
+954,Aerial Camera,Michael Kelem
+954,Associate Producer,J.C. Calciano
+954,Prosthetic Makeup Artist,Margaret Prentice
+954,Costume Supervisor,Hana Kucerova
+954,Visual Effects Art Director,George Hull
+954,Digital Compositors,Stephane Bidault
+954,Visual Effects Editor,Michael Gleason
+954,Location Scout,Olivier Servanin
+954,Foley,Tom Barwick
+954,Sculptor,Moto Hata
+954,Color Timer,Dennis McNeill
+954,Visual Effects,Eve Ramboz
+954,Sound Recordist,Philip Rogers
+954,Utility Stunts,Lee Millham
+954,Costume Design,Timothy Everest
+954,Key Grip,Kevin Fraser
+954,Visual Effects Producer,Roni McKinley
+954,First Assistant Camera,Rawdon Hayne
+954,Carpenter,David Coley
+954,Software Engineer,Graham Bartram
+954,Transportation Captain,Zdenek Flídr
+70160,Production Design,Philip Messina
+70160,Co-Executive Producer,Chantal Feghali
+70160,Costume Design,Judianna Makovsky
+70160,Stunt Coordinator,Chad Stahelski
+70160,Additional Photography,Patrick Loungway
+70160,Set Decoration,Larry Dias
+70160,Director,Gary Ross
+70160,Screenplay,Gary Ross
+70160,Executive In Charge Of Production,Donna Sloan
+70160,Animation Supervisor,Colin Brady
+70160,Stunt Coordinator,Allan Poppleton
+70160,Art Direction,Paul Richards
+70160,Makeup Department Head,Ve Neill
+70160,Supervising Art Director,John Collins
+70160,Assistant Art Director,Lindsey Moran
+70160,Visual Effects Editor,Sean Lahiff
+70160,Production Supervisor,Douglas Dresser
+70160,Animation Supervisor,Kristin Solid
+70160,Visual Effects Editor,Shawn Broes
+70160,Co-Producer,Bryan Unkeless
+70160,Animation Supervisor,Wayne Lewis
+70160,CG Supervisor,Curtis Edwards
+70160,Digital Effects Supervisor,Todd Mesher
+70160,Digital Effects Supervisor,Brennan Prevatt
+70160,Stunts,Karin Silvestri
+45243,Screenplay,Craig Mazin
+45243,Producer,Steve Bing
+45243,Director,Todd Phillips
+364,Director,Tim Burton
+364,Producer,Denise Di Novi
+364,Story,Daniel Waters
+364,Production Design,Bo Welch
+364,Screenplay,Wesley Strick
+364,Makeup Artist,Ve Neill
+364,Visual Effects Supervisor,John Bruno
+7518,Characters,Tom Lewis
+7518,Director,Karey Kirkpatrick
+7518,Director,Tim Johnson
+7518,Art Department Manager,Simon Otto
+11544,Sound Designer,Christopher Boyes
+11544,Sound Re-Recording Mixer,Christopher Boyes
+11544,Casting,Ruth Lambert
+11544,Animation Supervisor,Andreas Deja
+11544,Director,Chris Sanders
+11544,Idea,Chris Sanders
+11544,Director,Dean DeBlois
+11544,Producer,Clark Spencer
+11544,Sound Effects Editor,Al Nelson
+11544,Painter,Misoon Kim
+11544,Lead Animator,James Young Jackson
+11544,Lead Animator,Theodore Anthony Lee Ty
+9986,Director of Photography,Seamus McGarvey
+9986,Director,Gary Winick
+9986,Author,Karey Kirkpatrick
+9986,Producer,Jordan Kerner
+9986,Executive Producer,Edgar M. Bronfman
+8656,Executive Producer,Walter F. Parkes
+8656,Art Direction,Andrew Neskoromny
+8656,Editor,David Rosenbloom
+8656,Casting,Allison Jones
+8656,Director,Mimi Leder
+8656,Second Unit Director of Photography,E.J. Foerster
+8656,Unit Production Manager,D. Scott Easton
+8656,Special Effects Coordinator,Michael Lantieri
+8656,Steadicam Operator,Guy Norman Bee
+8656,CG Supervisor,Michael Bauer
+8656,Visual Effects Producer,Denise Ream
+8656,Property Master,Batia Grafka
+8656,Casting,Judith Bouley
+8656,Script Coordinator,Larry Leahy
+8656,Construction Coordinator,John Villarino
+8656,Visual Effects Supervisor,Scott Farrar
+8656,Dialogue Editor,Patrick J. Foley
+8656,Dialogue Editor,Andrew Somers
+8656,Sound Effects Editor,Christopher S. Aud
+8656,Sound Effects Editor,John Voss Bonds Jr.
+8656,Camera Operator,Scott E. Steele
+8656,Costume Supervisor,Michelle Kurpaska
+8656,Set Costumer,Marsha Bozeman
+8656,Set Costumer,Bob Moore Jr.
+8656,Location Manager,George Herthel
+8656,Supervising Sound Editor,Walter Newman
+8656,Visual Effects Editor,Timothy Eaton
+8656,ADR Supervisor,Joe Dorn
+8656,First Assistant Editor,Scott Janush
+8656,Best Boy Electric,Walter Bithell
+8656,Key Grip,Tim Ryan
+8656,Boom Operator,Raul A. Bruce
+8656,Driver,Edward Cook
+8656,Post Production Assistant,Andy Cohen
+8656,Grip,Nico Bally
+8656,Location Scout,Kathleen Beall
+8656,Projection,Timothy Greenwood
+8656,Visual Effects Coordinator,Adrienne Anderson
+8656,Technical Supervisor,Patrick Phillips
+8656,Set Dressing Artist,Shannon Curfman
+8656,Camera Loader,Cheli Clayton
+8656,Systems Administrators & Support,Toby Gallo
+8656,Video Assist Operator,Roger Donegan
+146216,Production Design,Jim Clay
+146216,Director,Dean Parisot
+146216,Writer,Warren Ellis
+9291,Director of Photography,Dean Semler
+9291,Director,Peter Segal
+9291,Executive Producer,Allen Covert
+9291,Executive Producer,Van Toffler
+9291,Executive Producer,Michael Ewing
+9291,Associate Producer,Marc S. Ganis
+55301,Writer,Jonathan Aibel
+55301,Director,Mike Mitchell
+55301,Visual Effects,Aravind Jayaraman
+109418,Original Music Composer,Rupert Gregson-Williams
+109418,Director,Dennis Dugan
+109418,Set Decoration,Jennifer M. Gentile
+109418,Screenplay,Adam Sandler
+109418,Characters,Fred Wolf
+109418,Screenplay,Fred Wolf
+11665,Producer,Charles Roven
+11665,Original Music Composer,Trevor Rabin
+11665,Executive Producer,Bruce Berman
+11665,Casting,Roger Mussenden
+11665,Executive Producer,Steve Carell
+11665,Director of Photography,Dean Semler
+11665,Director,Peter Segal
+11665,Producer,Alex Gartner
+11665,Screenplay,Tom J. Astle
+11665,Screenplay,Matt Ember
+6964,Cinematography,Michael Ballhaus
+6964,Director,Nancy Meyers
+6964,Screenplay,Nancy Meyers
+6964,Producer,Bruce A. Block
+6964,Music,Adam Levine
+11324,Director,Martin Scorsese
+11324,Production Design,Dante Ferretti
+11324,Screenplay,Laeta Kalogridis
+11324,Dialogue Editor,Fred Rosenberg
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+9928,Director,Chris Wedge
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+9928,Production Coordinator,Jennifer Kagel
+754,Producer,Barrie M. Osborne
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+10202,Director,Adam Shankman
+4147,Original Music Composer,Thomas Newman
+4147,Director,Sam Mendes
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+4147,Utility Stunts,Joey Box
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+4147,First Assistant Editor,Celia Haining
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+4147,ADR Voice Casting,Barbara Harris
+4147,Still Photographer,François Duhamel
+4147,Assistant Art Director,Jann Engel
+4147,Property Master,Doug Harlocker
+4147,Production Accountant,Kathryn Mindala
+4147,Propmaker,John J. Slove Jr.
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+4147,Set Designer,Kerry Sanders
+4147,Visual Effects Producer,Paul Clemente
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+4147,Best Boy Electric,Chris Glomp
+4147,Gaffer,Rick Thomas
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+50546,Supervising Sound Editor,Elmo Weber
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+50546,Director,Dennis Dugan
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+50546,Art Direction,Alan Au
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+50546,Producer,Heather Parry
+50546,Makeup Department Head,Ann Pala
+50546,Hair Department Head,Thomas Real
+50546,Casting,Jeremy Rich
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+50546,Dialogue Editor,Russell Farmarco
+50546,Sound Effects Editor,Marc Glassman
+50546,Hairstylist,Kerry Warn
+50546,Music Editor,Stuart Grusin
+50546,Music Editor,Bryon Rickerson
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+1701,Executive Producer,Chad Oman
+1701,Editor,Chris Lebenzon
+1701,Screenplay,Scott Rosenberg
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+1701,Steadicam Operator,David Emmerichs
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+13027,Production Design,Thomas E. Sanders
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+13027,Producer,Patrick Crowley
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+13027,Art Department Coordinator,Lindsay Good
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+13027,Visual Effects Producer,Kim Lee
+13027,Art Department Coordinator,Jenne Lee
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+2289,Editor,Walter Murch
+2289,Executive Producer,Bob Weinstein
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+2289,Assistant Art Director,Dimitri Capuani
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+2289,Art Department Coordinator,Sabina Lepri
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+20504,Director,Allen Hughes
+20504,Executive Producer,Steve Richards
+20504,Executive Producer,Erik Olsen
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+20504,Co-Producer,John David Washington
+20504,Visual Effects Producer,Thomas Nittmann
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+20504,Hairstylist,Geordie Sheffer
+20504,Hairstylist,JoAnn Stafford-Chaney
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+20504,Leadman,Tommy Samona
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+20504,Greensman,Brooke Fair
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+20504,Camera Operator,Michael A. Chavez
+20504,Set Costumer,Yvonne Bastidos
+20504,Set Costumer,Maria Bentfield
+20504,Set Costumer,Jennifer Gingery
+20504,First Assistant Editor,Heather Goodwin
+20504,Unit Publicist,Louise Spencer
+9574,Director of Photography,Dean Cundey
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+9574,Editor,Michael A. Stevenson
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+11618,Construction Coordinator,Stacey S. McIntosh
+11618,Steadicam Operator,Colin Anderson
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+11618,Editorial Production Assistant,Brian Dettor
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+2300,Supervising Sound Editor,Mark A. Mangini
+2300,Director of Photography,Michael Chapman
+2300,Casting,Janet Hirshenson
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+2300,Writer,Herschel Weingrod
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+2300,First Assistant Camera,Jamie Barber
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+2300,Sound Re-Recording Mixer,Gary C. Bourgeois
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+2300,Executive Producer,David Falk
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+2300,Boom Operator,Raul A. Bruce
+2300,Assistant Sound Editor,Oscar Mitt
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+2300,Production Intern,Patricia L. Adams
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+12096,Characters,Maurice Richlin
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+10200,Casting,Heike Brandstatter
+10200,Casting,Coreen Mayrs
+10200,Production Design,David Brisbin
+10200,Sound Designer,Dane A. Davis
+10200,Sound Effects Editor,Roland N. Thai
+10200,Director,Scott Derrickson
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+10200,Script Supervisor,Dug Rotstein
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+10200,Visual Effects Producer,Chris Del Conte
+10200,Visual Effects Producer,Erick Geisler
+10200,Stunt Coordinator,Brian Machleit
+10200,Location Manager,Sam Hutchins
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+10200,Makeup Artist,Jill Bailey
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+228150,Executive Producer,Brad Pitt
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+228150,First Assistant Editor,Emma McCleave
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+228150,Makeup Effects,Anthony Parker
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+49948,Director,James Algar
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+49948,Director,Eric Goldberg
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+9705,Producer,Jonathan D. Krane
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+4442,Director,Terry Gilliam
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+4442,Executive Producer,Jonathan Gordon
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+4442,Executive Producer,Andrew Rona
+4442,Executive Producer,Chris McGurk
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+4442,First Assistant Director,Mishka Cheyko
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+4442,Art Department Coordinator,Lucie Jalovecka
+4442,Assistant Art Director,Dominique Arcadio
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+4442,Animatronics Designer,Gustav Hoegen
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+4442,Best Boy Electric,Daniele Cafolla
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+4442,Digital Compositors,Craig Rowe
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+330770,Producer,Sebastián Álvarez
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+9433,Director of Photography,Donald McAlpine
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+9433,Director,Lee Tamahori
+19959,Casting,Jane Jenkins
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+10715,Production Coordinator,Maria De La Torre
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+9562,Director,Richard Donner
+9562,Producer,Lauren Shuler Donner
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+9562,Unit Publicist,Michael Klastorin
+9562,Costume Design,Jenny Beavan
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+9562,Unit Production Manager,Kevin De La Noy
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+9562,Visual Effects Producer,Denise Ream
+9562,Stunt Coordinator,Michael Adams
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+274854,Additional Photography,Henry Tirl
+274854,Sound Designer,Stephen P. Robinson
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+274854,Art Department Assistant,Corey Sweazen
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+274854,Visual Effects Editor,Pascal Rigaud
+274854,Visual Effects Producer,Thomas Elder-Groebe
+8870,Director of Photography,Peter Suschitzky
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+8870,Screenplay,Jonathan Lemkin
+8870,Camera Operator,Mitchell Amundsen
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+8870,Producer,Mark Canton
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+8870,Conceptual Design,Constantine Sekeris
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+8870,Executive In Charge Of Post Production,Daniel R. Chavez
+8870,Post Production Supervisor,Debbi Bossi
+8870,Color Timer,David Orr
+8870,Best Boy Electric,Ian Bird
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+8870,Construction Coordinator,John Pickering
+8870,Digital Effects Supervisor,Jerry Weil
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+36970,Executive Producer,Don Hahn
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+36970,Director,Jacques Cluzaud
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+36970,Writer,Laurent Gaudé
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+10077,Costume Design,Esther Walz
+10077,Director,Peter Hyams
+10077,Director of Photography,Peter Hyams
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+10077,Author,Ray Bradbury
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+76649,Director,Paul W.S. Anderson
+76649,Producer,Jeremy Bolt
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+293644,Screenplay,James Krieg
+293644,Director,Andrés Couturier
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+453,Costume Supervisor,Kevin Draves
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+8587,Supervising Sound Editor,Richard L. Anderson
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+72545,Hair Department Head,Joy Zapata
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+72545,Visual Effects Editor,Leona Naidoo
+72545,Supervising Sound Editor,Al Nelson
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+72545,Visual Effects,James Baker
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+72545,Modeling,Suchitra Keshri
+72545,Visual Effects Coordinator,Stephanie Meyerink
+72545,Modeling,Hyun Bo Park
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+72545,Production Coordinator,Christie Kwan
+109451,Original Music Composer,John Powell
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+9533,Director,Brett Ratner
+2023,Director,Joe Johnston
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+2023,Post Production Supervisor,Angel Pine
+2023,Unit Production Manager,Chris Bromley
+2023,Color Timer,David Orr
+2023,Armorer,Rob Grundy
+2023,Set Decoration Buyer,Fleur Nooyen
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+584,Director of Photography,Matthew F. Leonetti
+584,Director,John Singleton
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+584,Executive Producer,Lee R. Mayes
+584,Casting Associate,Leah Daniels Butler
+584,Visual Effects,Syd Dutton
+584,Foley,Nerses Gezalyan
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+584,Visual Effects Producer,Crystal Dowd
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+584,Production Supervisor,Matthew Binns
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+584,Camera Operator,David S. Campbell
+584,Grip,Tim Black
+584,Set Costumer,Valerie Fusaro
+584,Chef,Larry Donahue
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+584,Production Coordinator,Jane Everett
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+4858,Casting,Ronna Kress
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+4858,Director,James McTeigue
+4858,Executive Producer,Roy Lee
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+328111,Director,Chris Renaud
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+328111,Music Editor,Kenneth Karman
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+328111,Sound Effects Editor,Luke Dunn Gielmuda
+328111,Sound Effects Editor,Mac Smith
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+328111,Animation,Nicolas Benoit
+328111,Animation,Brecht Debaene
+328111,Animation,David Talloy Thomas
+328111,Animation,Kevin Peaty
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+328111,Associate Producer,Robert Taylor
+8698,Lead Painter,Ron Gress
+8698,Editor,Paul Rubell
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+8698,Producer,Trevor Albert
+8698,Producer,Don Murphy
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+8698,Director,Stephen Norrington
+8698,Researcher,Andrew Trosmans
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+8698,Dolby Consultant,Mark Kenna
+8698,Costume Supervisor,Hana Kucerova
+8698,Costume Illustrator,Elizabeth Healy
+8698,Art Department Coordinator,Jana Chovancova
+8698,Sound Re-Recording Mixer,Michael Herbick
+8698,Scoring Mixer,Simon Rhodes
+8698,ADR Supervisor,Jim Brookshire
+8698,Scenic Artist,John Bannister
+8698,Production Manager,Michelle Weller
+8698,Transportation Coordinator,Vaclav Mottl
+8698,Script Supervisor,Catherine Allinson
+8698,Stunt Coordinator,Robert Alonzo
+8698,Underwater Camera,Wayne Baker
+8698,Armorer,Dave Evans
+8698,Boom Operator,Peter Eusebe
+8698,Post Production Supervisor,Charlie Davis
+8698,Post Production Assistant,Lonnie A. Mathes
+8698,Key Grip,Jiri Gazda
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+8698,Pyrotechnician,Ondar Hrncir
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+8698,Production Illustrator,Manuel Plank-Jorge
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+8698,Set Production Assistant,Seth William Hansen
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+8698,Production Coordinator,Kate St-Pierre
+8698,Production Supervisor,Doris Donnenberg
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+602,Costume Supervisor,Michael Adkins
+602,Costume Supervisor,Heidi Shulman
+330,Original Music Composer,John Williams
+330,Director,Steven Spielberg
+330,Sound Design Assistant,Christopher Boyes
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+330,Producer,Gerald R. Molen
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+330,Production Supervisor,Peter M. Tobyansen
+330,Music Editor,Kenneth Wannberg
+330,Unit Production Manager,D. Scott Easton
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+330,Unit Publicist,Don Levy
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+330,Script Supervisor,Ana Maria Quintana
+330,Construction Coordinator,John Villarino
+330,Transportation Co-Captain,Mike Shannon
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+330,Chef,Gerard R. Arnoult
+330,Post Production Assistant,Mike Cuevas
+330,Set Medic,Judy Malinoski
+330,Stand In,O.B. Babbs
+953,Original Music Composer,Hans Zimmer
+953,Writer,Mark Burton
+953,Director,Eric Darnell
+953,Director,Tom McGrath
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+953,Co-Producer,Teresa Cheng
+953,Writer,Billy Frolick
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+953,Production Accountant,Robert C. Campion
+953,Animation Supervisor,James Baxter
+953,Assistant Sound Editor,Mark Coffey
+953,Production Controller,Gary L. Wohlleben
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+9693,Screenplay,David Arata
+9693,Art Direction,Stuart Rose
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+9693,Screenplay,Mark Fergus
+9693,Unit Production Manager,Sally French
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+9693,Sound Effects Editor,Sam Southwick
+9693,Visual Effects Producer,Lucy Killick
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+9693,Location Manager,Simon Crook
+9693,Location Manager,Nick Fulton
+9693,Post Production Supervisor,Michael Saxton
+9693,Driver,Brian Hathaway
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+36657,Visual Effects,Alyssa Fong
+8909,Executive Producer,Roger Birnbaum
+8909,Set Decoration,Richard Roberts
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+8909,Art Direction,Patrick M. Sullivan Jr.
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+8909,Screenplay,Chris Morgan
+8909,Costume Supervisor,Stana Slosserova
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+9802,Script Supervisor,Jeanne Byrd
+950,Director,Carlos Saldanha
+950,Lighting Artist,Arun Ram-Mohan
+1824,Director of Photography,Jack Green
+1824,Casting,Roger Mussenden
+1824,Unit Production Manager,Daniel Lupi
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+1824,Producer,Jack Giarraputo
+1824,Visual Effects Producer,Victoria Alonso
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+1824,Dialogue Editor,Robert Jackson
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+1824,Sound Effects Editor,Cameron Steenhagen
+1824,Leadman,Mark Weissenfluh
+1824,Art Department Coordinator,Dru Homer
+1824,Script Supervisor,Nancy Karlin
+1824,Key Hair Stylist,Pauletta O. Lewis
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+1824,Painter,David Carberry
+1824,Grip,Rick Crum
+1824,Carpenter,Bruce Richter
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+1824,Location Manager,Rodney Brown Alamo
+1824,Sound Recordist,Sean Landeros
+1824,Assistant Sound Editor,Drake Jenevein
+1824,First Assistant Director,Adam Druxman
+1824,Musician,Mike Deasy
+2976,Costume Design,Rita Ryack
+2976,Director of Photography,Bojan Bazelli
+2976,Screenplay,John Waters
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+2976,Unit Production Manager,Garrett Grant
+2976,Second Assistant Director,Joanna Moore
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+2976,Script Supervisor,Susanna David
+2976,Executive in Charge of Finance,Paul Prokop
+11026,Director of Photography,Vittorio Storaro
+11026,Original Music Composer,Trevor Rabin
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+11026,Production Design,Stefano Maria Ortolani
+11026,Director,Renny Harlin
+332,Director,David Kellogg
+332,Screenplay,Zak Penn
+75656,Producer,Roberto Orci
+75656,Director,Louis Leterrier
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+75656,Art Direction,Scott Plauche
+75656,Sound Re-Recording Mixer,David Parker
+75656,Animation,Yuhon Ng
+38365,Director,Dennis Dugan
+38365,Writer,Fred Wolf
+594,Original Music Composer,John Williams
+594,Sound Effects Editor,Doug Jackson
+594,Director,Steven Spielberg
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+594,Casting,Lucie Robitaille
+594,Producer,Laurie MacDonald
+594,Executive Producer,Patricia Whitcher
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+594,ADR & Dubbing,R.J. Kizer
+594,Dialogue Editor,Mildred Iatrou
+594,Key Hair Stylist,Thomas Real
+594,Makeup Artist,Cindy J. Williams
+594,Costume Supervisor,Cha Blevins
+594,Art Department Coordinator,Helene Lamarre
+594,Camera Operator,Mitch Dubin
+594,Visual Effects Producer,Cosmas Paul Bolger Jr.
+594,Hairstylist,Paul LeBlanc
+594,Hairstylist,Karyn Huston
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+594,Rigging Gaffer,Kevin Blauvelt
+594,Rigging Gaffer,Brian Lukas
+15189,Author,Lois Duncan
+15189,Author,Bob Schooley
+15189,Director,Thor Freudenthal
+15189,Post Production Supervisor,Jake Rice
+11678,Director of Photography,David Tattersall
+11678,Director,Martin Campbell
+11678,Executive Producer,Marcia Nasatir
+11678,Writer,Robert King
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+11678,Costume Supervisor,B.J. Rogers
+6538,Executive Producer,Celia D. Costas
+6538,Director,Mike Nichols
+6538,Editor,John Bloom
+10555,Screenplay,Michael J. Wilson
+10555,Director,Vicky Jenson
+10555,Editor,John Venzon
+10555,Director,Bibo Bergeron
+10555,Screenplay,Rob Letterman
+10555,Director,Rob Letterman
+10555,Supervising Animator,Fabrice Joubert
+10555,Additional Dialogue,Scott Aukerman
+10555,CG Supervisor,Michael Bauer
+10555,Additional Dialogue,David P. Smith
+10555,Dialogue Editor,David Williams
+10555,Digital Compositors,Daniel Miller
+10555,Sound Recordist,Craig Heath
+10555,Layout,Mick De Falco
+10555,Character Designer,Patrick Mate
+10555,Sculptor,Andrea Blasich
+10555,Choreographer,Nadine Colquhoun
+10555,Lighting Technician,Shauna M. Stevens
+10555,Researcher,Alicia Reyes Alonzo
+10555,Visual Effects,John Dowell
+10555,Software Team Lead,Jeffrey Wike
+10555,Negative Cutter,Mo Henry
+10555,Casting Assistant,Celeste Leger
+10555,Assistant Sound Editor,Andy Sisul
+10555,Music Programmer,Thorsten Laewe
+1125,Producer,Laurence Mark
+1125,Director,Bill Condon
+1125,Screenplay,Bill Condon
+1125,Assistant Costume Designer,Lizz Wolf
+1125,Casting Associate,Jeremy Rich
+1125,Casting Associate,Tannis Vallely
+1125,Gaffer,Newton TerMeer
+1125,Costume Supervisor,Elaine Ramires
+1125,Assistant Art Director,John Berger
+1125,Set Designer,Luis G. Hoyos
+1125,Sound Re-Recording Mixer,Bob Beemer
+1125,Sound Re-Recording Mixer,Michael Minkler
+1125,Steadicam Operator,Colin Anderson
+1125,Key Hair Stylist,JoAnn Stafford-Chaney
+1125,Makeup Artist,LaLette Littlejohn
+1125,Hair Department Head,Camille Friend
+1125,Music Editor,Jason Ruder
+1125,Script,Candy Bennici
+1125,Supervising Sound Editor,Richard E. Yawn
+1125,Makeup Department Head,Shutchai Tym Buacharern
+1125,Rigging Gaffer,Gary Dahlquist
+1125,Wigmaker,Bob Kretschmer
+1125,Production Sound Mixer,Willie D. Burton
+1125,Special Effects Coordinator,Donald Frazee
+1125,Gaffer,Brian Bartolini
+1125,Gaffer,Leonard Seagal
+1125,Set Costumer,Demetricus Holloway
+1125,Music Editor,Tim Boot
+1125,Associate Choreographer,Joey Pizzi
+1125,Makeup Artist,Vera Steimberg Moder
+1125,Digital Intermediate,Alex Romano
+4551,Producer,Stacey Sher
+4551,Original Music Composer,John Powell
+4551,Director,F. Gary Gray
+4551,Screenplay,Peter Steinfeld
+4551,Executive Producer,Michael Siegel
+4551,Set Decoration,Denise Pizzini
+4551,Art Direction,Lauren E. Polizzi
+612,Original Music Composer,John Williams
+612,Director,Steven Spielberg
+612,Producer,Kathleen Kennedy
+612,Sound Mixer,Richard Hymns
+612,Art Direction,Tony Fanning
+612,Additional Editing,Michael Trent
+612,Sound Mixer,Andy Nelson
+9567,Production Design,Naomi Shohan
+9567,Costume Design,Marlene Stewart
+9567,Special Effects Supervisor,John Frazier
+9567,Assistant Art Director,Robert Fechtman
+9567,Color Timer,Jim Passon
+9567,Associate Producer,Stephen J. Eads
+9567,Director of Photography,Mauro Fiore
+9567,Screenplay,Alex Lasker
+9567,Director,Antoine Fuqua
+9567,Editor,Christopher Holmes
+9567,Armorer,Mike Cunningham
+9567,Set Designer,Gary Diamond
+9567,Post Production Supervisor,Susan E. Novick
+9567,Orchestrator,Bruce Fowler
+9567,Best Boy Electric,Michael Tolochko
+9567,Unit Production Manager,Steven P. Saeta
+9567,Script Supervisor,Mary Anne Seward
+9567,Greensman,Ronald S. Baratie
+9567,Property Master,Eric J. Bates
+9567,Leadman,Jason Bedig
+9567,Art Department Coordinator,Melody Bishop
+9567,Set Designer,Barbara Mesney
+9567,Camera Operator,Maurice K. McGuire
+9567,Camera Operator,Douglas Olivares
+9567,Set Costumer,Lori Harris
+9567,Translator,Maguy R. Cohen
+9567,Key Makeup Artist,Richard Snell
+9567,Key Hair Stylist,Kenneth Walker
+9567,Rigging Gaffer,Charlie McIntyre
+9567,Additional Music,Jim Dooley
+9567,Gaffer,Michael Bauman
+9567,Construction Foreman,Guy Belegaud
+9567,Executive In Charge Of Post Production,Daniel R. Chavez
+9567,Associate Producer,Heidi Fugeman
+9567,Researcher,Amina Allean Dieye
+9567,Production Sound Mixer,Willie D. Burton
+9567,First Assistant Camera,Gary Katsuya Ushino
+9567,Security,Steena Petersen
+9567,Projection,Scott Ejercito
+9567,Location Manager,Liz Matthews
+9567,Negative Cutter,Mo Henry
+9567,Dolly Grip,Seth Greenwald
+9567,Ager/Dyer,Rebeka L. Roberts
+9567,Key Costumer,Holly Davis
+9567,Animal Coordinator,Thomas L. Gunderson
+9567,Casting Assistant,Beanie Barnes
+37821,Production Design,Missy Stewart
+37821,Director of Photography,Russell Carpenter
+37821,Producer,Scott Aversano
+37821,Director,Robert Luketic
+37821,Producer,Jason Goldberg
+37821,Writer,Bob DeRosa
+37821,Costume Design,Johanna Argan
+203801,Director,Guy Ritchie
+203801,Story,Guy Ritchie
+203801,Producer,John Davis
+203801,Special Effects Coordinator,Danilo Bollettini
+203801,Line Producer,Enzo Sisti
+203801,Sound Designer,James Boyle
+203801,Executive Producer,Jeff Kleeman
+203801,Story,Jeff Kleeman
+203801,Executive Producer,David Dobkin
+203801,Music Supervisor,Ian Neil
+203801,Script Supervisor,Elizabeth West
+203801,Casting,Reg Poerscout-Edgerton
+203801,Visual Effects Producer,Kerstin Kensy
+203801,Visual Effects Supervisor,Florian Gellinger
+203801,Music Editor,Simon Changer
+203801,ADR & Dubbing,Dan Morgan
+203801,Visual Effects Supervisor,Angela Barson
+203801,Camera Operator,John Gamble
+203801,Foley,Andrea King
+203801,Helicopter Camera,Adam Dale
+203801,Hair Designer,Sarah Monzani
+203801,Makeup Designer,Sarah Monzani
+203801,Property Master,Paul Purdy
+203801,Visual Effects Supervisor,Stuart Bullen
+203801,Co-Producer,Max Keene
+203801,Casting Associate,Lillie Jeffrey
+203801,Set Costumer,Costanza Bastanti
+203801,ADR & Dubbing,Travis MacKay
+203801,Rigging Grip,Guido Leonarduzzi
+203801,Greensman,Callum Davison
+2539,Director,James L. Brooks
+2539,Casting,Mary Vernieu
+2539,Co-Producer,Aldric La'Auli Porter
+2539,Set Decoration,Leslie A. Pope
+2539,Sound Effects Editor,Scott G.G. Haller
+2539,Costume Design,Louise Mingenbach
+2539,Foley,Goro Koyama
+2539,Stunt Coordinator,Alex Daniels
+2539,Visual Effects Producer,Lydia Bottegoni
+2539,Production Office Coordinator,Gabriela Ríos
+2539,Location Manager,Mark Benton Johnson
+2539,Leadman,Russell R. Anderson
+2539,Dialogue Editor,David V. Butler
+2539,Location Scout,James Lin
+2539,Construction Coordinator,Hugh Conlon
+2539,Script Supervisor,Sharron Reynolds
+2539,Additional Music,Kazimir Boyle
+2539,Studio Teachers,Jo Ann Smith
+2539,Stunts,Lisa Dempsey
+2539,Transportation Captain,Tim Sisson
+2539,Sound Mixer,Thomas Causey
+2539,Art Department Coordinator,Circe Mirano
+2539,Rigging Grip,Jose Danner
+2539,Orchestrator,Bruce Fowler
+2539,Music Supervisor,Elliot Lurie
+2539,Editorial Coordinator,Mitch Zeitlin
+2539,Scoring Mixer,Alan Meyerson
+2539,Craft Service,Ella Marcus
+2539,Transportation Coordinator,Dan Brizendine
+2539,Construction Foreman,Billy Iiams Jr.
+2539,Set Dressing Artist,Greg Benge
+2539,Propmaker,Elvin Yoshida
+2539,Set Medic,Brian Clark
+2539,Set Production Assistant,Alex Leimone
+2539,Stand In,Maite Garcia
+2539,Translator,Dolores Aguirre
+9297,Costume Design,Ruth Myers
+9297,Producer,Jack Rapke
+9297,Line Producer,Peter M. Tobyansen
+9297,Casting,Scot Boland
+9297,Director,Gil Kenan
+9297,Animation,Keith Kellogg
+9297,Stunts,James M. Halty
+9297,Animation,William R. Wright
+9297,Animation,Robert Fox
+9297,Animation,Bill Haller
+9297,Makeup Artist,Mark Landon
+9297,Animation Supervisor,T. Daniel Hofstedt
+9297,Animation Manager,Mike Laubach
+9297,Animation,Marc Vulcano
+9297,Camera Operator,David Howard
+9297,Lighting Technician,Michael Alkan
+9297,Lighting Technician,Matthew Adams
+3172,Production Design,Victor Kempster
+3172,Director,Barry Levinson
+3172,Set Decoration,Merideth Boswell
+3172,Associate Producer,Lenny Vullo
+3172,Second Unit,Conrad E. Palmisano
+3172,Producer,Arnold Rifkin
+3172,Executive Producer,Harley Peyton
+3172,Producer,Michael Birnbaum
+3172,Pilot,Cliff Fleming
+3172,Makeup Artist,Nikoletta Skarlatos
+3172,Dialogue Editor,Jonathan Null
+3172,Boom Operator,Jules Strasser
+3172,Set Costumer,Toby Bronson
+3172,Property Master,Sean Mannion
+3172,Sound Designer,Christopher Scarabosio
+3172,First Assistant Camera,Duane Manwiller
+3172,Leadman,Tommy Samona
+3172,Unit Publicist,Spooky Stevens
+3172,Set Medic,Bundy Chanock
+3172,Craft Service,Jeff Winn
+3172,Supervising Sound Editor,Marcie Romano
+3172,Painter,Victoria Carlson
+3172,Additional Music,Christian Klikovits
+3172,Executive Music Producer,Allan Mason
+3172,Propmaker,Neil Garland
+3172,Transportation Captain,Gene Ward
+3172,First Assistant Editor,Jason Joseph
+3172,Visual Effects,Derek Ledbetter
+3172,Assistant Property Master,Chad Hagaman
+3172,Set Dresser,Ryan T. Mennealy
+6520,Casting,Mary Selway
+6520,Story,William Nicholson
+6520,Screenplay,William Nicholson
+6520,Director,Jerry Zucker
+6520,Producer,Jerry Zucker
+6520,Producer,Hunt Lowry
+6520,Executive Producer,Janet Zucker
+6520,Producer,Kathryn J. McDermott
+1439,Screenplay,Steve Meerson
+1439,Casting,Priscilla John
+1439,Set Decoration,Ian Whittaker
+1439,Director of Photography,Caleb Deschanel
+1439,Editor,Roger Bondelli
+1439,Director,Andy Tennant
+1439,Original Music Composer,Robert Kraft
+37958,Editor,David Rosenbloom
+37958,Producer,Mark Canton
+37958,Executive Producer,Jeff G. Waxman
+37958,Line Producer,Jeff G. Waxman
+37958,Producer,Ryan Kavanaugh
+37958,Director,Tarsem Singh
+37958,Screenplay,Charley Parlapanides
+37958,Screenplay,Vlas Parlapanides
+2026,Producer,Mark Gordon
+2026,Executive Producer,Hawk Koch
+2026,Costume Design,Elisabetta Beraldo
+2026,Director of Photography,Giovanni Fiore Coltellacci
+2026,Editor,Olivier Gajan
+2026,Casting,Scot Boland
+2026,Co-Producer,Susanne Bohnet
+2026,Director,Florent-Emilio Siri
+7450,Original Music Composer,Graeme Revell
+7450,Director,Gary Goldman
+7450,Editor,Paul Martin Smith
+7450,Music Supervisor,Glen Ballard
+7450,Director,Don Bluth
+7450,Editor,Bob Bender
+7450,Supervising Sound Editor,Matthew Wood
+7450,Animation,Paul Dutton
+7450,Layout,Troylan B. Caro
+7450,Animation,Robert Sprathoff
+7450,Visual Development,David J. Hardy
+11375,Director,Ron Shelton
+11375,Art Direction,Christa Munro
+11375,Editor,Paul Seydor
+11375,Original Music Composer,Alex Wurman
+11375,Director of Photography,Barry Peterson
+11375,Screenplay,Robert Souza
+11375,Camera Department Manager,Tyler Allison
+9425,Director,Paul W.S. Anderson
+9425,Costume Design,Erica Edell Phillips
+9425,Art Direction,Thomas Valentine
+9425,Set Decoration,Kate J. Sullivan
+9425,Armorer,Jared Chandler
+9425,Orchestrator,David Slonaker
+9425,Animation,Dominick Cecere
+9425,Visual Effects Editor,Harrison Gibbs
+25769,Original Music Composer,Peter Nashel
+25769,Producer,Ray Angelic
+25769,Director,Àlex Pastor
+25769,Writer,David Pastor
+25769,Director,David Pastor
+23685,Director of Photography,Andrew Dunn
+23685,Executive Producer,Chris Columbus
+23685,Executive Producer,Lata Ryan
+23685,Editor,Nicholas C. Smith
+23685,Director,Henry Selick
+23685,Executive Producer,Henry Selick
+23685,Animation,Webster Colcord
+23685,Animation,Phil Dale
+23685,Animation,Kevin MacLean
+23685,Animation Supervisor,Paul Berry
+23685,Animation,Owen Klatte
+11866,Casting,Deborah Aquila
+11866,Supervising Art Director,Andrew Menzies
+11866,Set Decoration,Eliza Solesbury
+11866,Director,John Moore
+11866,Production Design,Patrick Lumb
+11866,Screenplay,Edward Burns
+11866,Costume Supervisor,Darion Hing
+11866,Director of Photography,Brendan Galvin
+11866,Sound Recordist,Dennis Rogers
+11866,Storyboard,Romek Delmata
+11866,Producer,Alex Blum
+11866,Publicist,Dezi Rorich
+11866,Camera Operator,Peter Belcher
+11866,Art Direction,Timothy M. Earls
+11866,Scoring Mixer,John Kurlander
+11866,Stunt Coordinator,James M. Churchman
+11866,Still Photographer,Egon Endrényi
+11866,Visual Effects Producer,Karen M. Murphy
+11866,Visual Effects Producer,Kelly L'Estrange
+11866,Camera Operator,Des Whelan
+11866,CG Supervisor,Mark Shoaf
+11866,Set Decoration,Matthew Sullivan
+11866,Set Designer,Adriana Dardas
+11866,ADR & Dubbing,Michele Perrone
+11866,Visual Effects Supervisor,David Goldberg
+11866,Steadicam Operator,Gregory W. Smith
+11866,Gaffer,Michael McDermott
+11866,Production Accountant,Anne C. Ford
+11866,Lighting Supervisor,James J. Atkinson
+11866,Boom Operator,Simon Firsht
+11866,Set Production Assistant,Richard Berkeley
+11866,Stand In,Jason Frazier
+11866,Assistant Director,Danny Green
+9741,Executive Producer,Roger Birnbaum
+9741,Producer,Barry Mendel
+9741,Casting,Douglas Aibel
+9741,Director,M. Night Shyamalan
+9741,Writer,M. Night Shyamalan
+9741,Production Design,Larry Fulton
+9741,Key Hair Stylist,Francesca Paris
+9741,Key Makeup Artist,Bernadette Mazur
+9741,Script Supervisor,Dianne Dreyer
+9741,Special Effects Supervisor,Steve Cremin
+9741,Property Master,Kevin Ladson
+9741,Leadman,James V. Kent
+9741,Location Manager,Andrew L. Ullman
+9741,Underwater Director of Photography,Mike Thomas
+9741,Construction Foreman,Paul Maiello
+9741,Foley Editor,Christopher Flick
+9741,Key Grip,Billy Miller
+9741,First Assistant Editor,Ladd Lanford
+211672,Director,Kyle Balda
+211672,Director,Pierre Coffin
+211672,Writer,Brian Lynch
+211672,Animation,Daniele Zannone
+211672,Editor,Claire Dodgson
+23629,Costume Design,Michael Wilkinson
+23629,Director,Zack Snyder
+23629,Original Music Composer,Tyler Bates
+23629,Executive Producer,William Fay
+23629,Executive Producer,Christopher DeFaria
+23629,Screenplay,Steve Shibuya
+23629,Sound Re-Recording Mixer,Frank A. Montaño
+23629,First Assistant Editor,Melissa Remenarich
+23629,Associate Producer,Andrea Wertheim
+23629,Executive Producer,Jim Rowe
+23629,Unit Production Manager,Jim Rowe
+8688,Screenplay,David Koepp
+8688,Director,Brian De Palma
+8688,Director of Photography,Stephen H. Burum
+8688,Visual Effects Supervisor,Eric Brevig
+8688,Original Music Composer,Ryuichi Sakamoto
+8688,Stunt Coordinator,Peter Bucossi
+8688,Stunts,Bill Anagnos
+8688,First Assistant Director,David Hamburger
+8688,Second Unit Director of Photography,Eric Schwab
+8688,Sound Mixer,Patrick Rousseau
+8688,Art Direction,Réal Proulx
+8688,Transportation Coordinator,Daniel Matthews
+8688,Sound Effects Editor,Eytan Mirsky
+8688,Leadman,Gerald DeTitta
+8688,Set Decoration,Daniel Carpentier
+8688,Foley Editor,Bruce Kitzmeyer
+8688,Associate Producer,Chris Soldo
+8688,Unit Production Manager,Margaret Hilliard
+8688,Color Timer,Dennis McNeill
+8688,Rigging Gaffer,Robert Dolan
+8688,Video Assist Operator,Steven J. Mikolas
+8688,Production Coordinator,Marie-Josée Dupont
+8688,Boom Operator,Denis Dupont
+10153,Chief Lighting Technician,Steven C. McGee
+10153,Director,Barry Levinson
+10153,Set Decoration,Anne Kuljian
+10153,Foley,Jana Vance
+10153,Supervising Sound Editor,Tim Holland
+10153,Art Direction,Mark W. Mansbridge
+10153,Second Unit Director of Photography,Gary Capo
+10153,Producer,Andrew Wald
+10153,Makeup Artist,Robert Ryan
+10153,Script Supervisor,Julie Pitkanen
+10153,CGI Supervisor,Jason Wardle
+10153,ADR Editor,Lindakay Brown
+10153,Dialogue Editor,Lindakay Brown
+10153,Key Hair Stylist,Catherine Childers
+10153,Visual Effects Producer,Aaron Dem
+10153,Boom Operator,Gary Thomas
+153518,Director,Fergal Reilly
+153518,Producer,John Cohen
+153518,Director,Clay Kaytis
+153518,Animation,Kevin Webb
+8676,Director of Photography,Don Burgess
+8676,Costume Design,Ngila Dickson
+8676,Director,Andy Tennant
+8676,Production Design,Charles Wood
+8676,Executive Producer,Wink Mordaunt
+8676,Supervising Art Director,Ray Chan
+20829,Director of Photography,Janusz Kamiński
+20829,Original Music Composer,Michael Andrews
+20829,Original Music Composer,Jason Schwartzman
+20829,Executive Producer,Jack Giarraputo
+20829,Director,Judd Apatow
+20829,Producer,Judd Apatow
+20829,Editor,Brent White
+20829,Associate Producer,Lisa Goldberg
+4349,Producer,Scott Stuber
+4349,Director,Peter Berg
+4349,Costume Design,Susan Matheson
+4349,Producer,Tim Smythe
+9718,Director of Photography,Oliver Wood
+9718,Executive Producer,Will Ferrell
+9718,Director,Adam McKay
+9718,Author,Adam McKay
+9718,Executive Producer,Sarah Nettinga
+10808,Casting,Jeanne McCarthy
+10808,First Assistant Director,Aldric La'Auli Porter
+10808,Production Design,William Sandell
+10808,Foley Editor,Dan Yale
+10808,Editor,Craig Herring
+10808,Director,Steve Carr
+10808,Co-Producer,Heidi Santelli
+10808,Music Editor,Tom Villano
+10808,Makeup Artist,Judy Murdock
+10808,Still Photographer,Bruce McBroom
+10808,Costume Supervisor,Donna Marcione Pollack
+10808,Dialogue Editor,Ted Caplan
+10808,Set Costumer,Elizabeth Frank
+10808,Hair Department Head,Erma Kent
+10808,Visual Effects Producer,John Kilkenny
+10808,Hairstylist,Camille Friend
+10808,Special Effects Coordinator,Alan E. Lorimer
+10808,Greensman,Bryan McBrien
+10808,Key Costumer,Craig Anthony
+10808,Casting Assistant,Nadia Lubbe Simon
+10808,Production Coordinator,Kris Fullan Martinez
+10808,Propmaker,Robert Prchal
+10808,Propmaker,Hal Schlax
+10808,Stunt Coordinator,John Molo
+10808,Music Editor,Kim Strand
+197,Original Music Composer,James Horner
+197,Screenplay,Randall Wallace
+197,Director,Mel Gibson
+197,Producer,Mel Gibson
+197,Director of Photography,John Toll
+197,Editor,Steven Rosenblum
+197,Producer,Bruce Davey
+197,Supervising Sound Editor,Lon Bender
+197,Location Manager,John McDonnell
+197,Producer,Dean Lopata
+197,Camera Operator,John Clothier
+197,Music Editor,Jim Henrikson
+197,Assistant Art Director,Padraig O'Neill
+197,Sculptor,Eddie Butler
+197,Transportation Coordinator,Willie Fonfe
+197,Unit Publicist,Jennifer Collen-Smith
+197,Location Manager,Grania O'Shannon
+197,Transportation Captain,Mark White
+197,Prosthetic Supervisor,Conor O'Sullivan
+25,Original Music Composer,Thomas Newman
+25,Director,Sam Mendes
+35,Director,David Silverman
+35,Producer,Matt Groening
+35,Producer,James L. Brooks
+35,Original Music Composer,Hans Zimmer
+35,Editor,John Carnochan
+35,Producer,Richard Sakai
+35,Screenplay,David Mirkin
+35,Screenplay,Al Jean
+35,Producer,Al Jean
+35,Screenplay,Mike Scully
+35,Screenplay,Ian Maxtone-Graham
+35,Screenplay,Matt Selman
+35,Screenplay,John Swartzwelder
+35,Art Direction,Dima Malanitchev
+35,Producer,Claudia Katz
+35,Animation Director,Gary McCarver
+35,Post Production Supervisor,Jeannine Berger
+35,Assistant Director,Matthew Schofield
+35,Animation,Caroline Cruikshank
+35,Animation,Silvia Pompei
+35,Layout,Rufino Camacho
+35,Layout,Jeff Johnson
+35,Compositors,Dennis Bonnell
+35,Compositors,Louie C. Jhocson
+35,Compositors,Miae Kim
+35,Compositors,Edwin Shortess
+35,Compositors,Doug Tiano
+35,Layout,Manny DeGuzman
+35,Animation,Sun Jae Lee
+35,Editorial Services,Roger Injarusorn
+35,Layout,Nate Lowe
+11086,Supervising Sound Editor,Richard L. Anderson
+11086,Director,Frank Darabont
+11086,Original Music Composer,Mark Isham
+11086,Makeup Department Head,Bill Corso
+11086,First Assistant Editor,Tracey Wadmore-Smith
+11086,Sound Re-Recording Mixer,Mel Metcalfe
+10477,Producer,Sylvester Stallone
+10477,Screenplay,Sylvester Stallone
+10477,Director,Renny Harlin
+10477,Producer,Renny Harlin
+10477,Director of Photography,Mauro Fiore
+10477,Editor,Steve Gilson
+1997,Director,Jean-Jacques Annaud
+1997,Screenplay,Jean-Jacques Annaud
+1997,Producer,Jake Eberts
+6947,Visual Effects Supervisor,Eric Brevig
+6947,Stunt Coordinator,Jeff Habberstad
+6947,Director,M. Night Shyamalan
+6947,Assistant Art Director,W. Steven Graham
+6947,Production Design,Tom Foden
+6947,Costume Supervisor,Lindsay Pugh
+6947,Sound Re-Recording Mixer,Lee Dichter
+6947,Animation Supervisor,Fumi Mashimo
+6947,Storyboard,Brick Mason
+6947,Camera Operator,Kyle Rudolph
+6947,Key Makeup Artist,Bernadette Mazur
+6947,Dolly Grip,Bruce Hamme
+6947,Associate Producer,Jose L. Rodriguez
+6947,Supervising Art Director,Michael Manson
+6947,Hair Designer,Ivana Primorac
+6947,Makeup Effects,Brian Hillard
+6947,Set Costumer,Mara Majorowicz
+6947,Sound Effects Editor,David C. Hughes
+6947,First Assistant Editor,Kent Blocher
+6947,Digital Intermediate,Lorene Simpson
+6947,Hairstylist,Roy Bryson
+6947,Makeup Artist,Lindsay Irish-Desarno
+6947,Conductor,Pete Anthony
+6947,Quality Control Supervisor,Kevin Lin
+6947,First Assistant Camera,Andy Harris
+6947,Key Grip,Mitchell Andrew Lillian
+6947,Assistant Costume Designer,Mitchell Bloom
+6947,Seamstress,Danielle Cadorette
+6947,Security,James Sloane Sr.
+6947,Set Medic,Mary Berkelbach
+6947,Transportation Co-Captain,John Tarlini Sr.
+6947,3D Artist,Michael Kory
+6947,Negative Cutter,Mary Beth Smith
+6947,Ager/Dyer,Suzan Cerceo
+6947,Musician,Hilary Hahn
+6947,Digital Compositors,Tim Gibbons
+3050,Editor,Peter Teschner
+3050,Director,Betty Thomas
+3050,Screenplay,Nat Mauldin
+2675,Unit Production Manager,Sam Mercer
+2675,Original Music Composer,James Newton Howard
+2675,Director of Photography,Tak Fujimoto
+2675,Casting,Douglas Aibel
+2675,Director,M. Night Shyamalan
+2675,Producer,M. Night Shyamalan
+2675,Art Direction,Keith P. Cunningham
+2675,Editor,Barbara Tulliver
+2675,Storyboard,Brick Mason
+2675,Camera Operator,Kyle Rudolph
+2675,Scoring Mixer,Shawn Murphy
+2675,Executive In Charge Of Production,Jose L. Rodriguez
+2675,Property Master,Kevin Ladson
+2675,Supervising Sound Editor,Richard King
+2675,Still Photographer,Frank Masi
+2675,Construction Coordinator,Paul Williams
+2675,Helicopter Camera,Brian Heller
+2675,Visual Effects Editor,Greg Hyman
+2675,Orchestrator,Pete Anthony
+2675,Camera Technician,Baird Steptoe
+2675,Production Accountant,John Catron
+2675,Transportation Co-Captain,John Tarlini Sr.
+2675,Boom Operator,Michael Scott
+2675,Set Dressing Artist,Michael T. Galvin
+2675,Seamstress,Kara Morasco
+2675,Stand In,Joseph Barry
+2675,Electrician,Chris Bauer
+2675,Rigging Grip,David A. Darrowski
+809,Director,Andrew Adamson
+809,Original Music Composer,Harry Gregson-Williams
+809,Supervising Sound Editor,Dennis Leonard
+809,Director,Kelly Asbury
+809,Director,Conrad Vernon
+809,Additional Dialogue,Conrad Vernon
+809,Screenplay,Joe Stillman
+809,Producer,David Lipman
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+809,Additional Dialogue,Chris Miller
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+809,Storyboard,Steven E. Gordon
+809,Music Supervisor,Chris Douridas
+809,Systems Administrators & Support,Michael Cutler
+809,Dolby Consultant,Mark Kenna
+809,Visual Effects Coordinator,Christopher Sinnott
+809,Sound Recordist,Craig Heath
+809,Sound Effects Editor,Andre Fenley
+809,Production Illustrator,Yuri Bartoli
+809,Supervising Animator,James Baxter
+809,Animation Supervisor,James Baxter
+809,Animation,Emilio Ghorayeb
+809,VFX Artist,Aaron Williams
+809,VFX Artist,David Settlow
+809,Editor,Michael Andrews
+809,Orchestrator,Bruce Fowler
+809,Set Designer,Craig Edelblut
+809,Second Film Editor,Michelle Belforte
+809,Story,Jeff Snow
+809,Sculptor,Dennis Gordon
+809,Projection,Gene Goins
+809,First Assistant Editor,John Dorst
+809,Production Coordinator,Liz Borges-Herzog
+809,Digital Compositors,Ryan Trenhaile
+920,Screenplay,John Lasseter
+920,Director,John Lasseter
+920,Director of Photography,Jean-Claude Kalache
+920,Screenplay,Joe Ranft
+920,Director,Joe Ranft
+920,Script Supervisor,Joe Ranft
+920,Editor,Ken Schretzmann
+920,Supervising Sound Editor,Michael Silvers
+920,Music Editor,Bruno Coon
+920,Production Design,William Cone
+920,Sound Effects Editor,Teresa Eckton
+920,Visual Effects Supervisor,Jessica Giampietro McMackin
+920,Screenplay,Phil Lorin
+4806,Director,Garry Marshall
+4806,Casting,Gretchen Rennell
+4806,Producer,Ted Field
+4806,Costume Design,Albert Wolsky
+4806,Screenplay,Sara Parriott
+4806,Stunt Coordinator,Gary Combs
+4806,Still Photographer,Ron Batzdorff
+4806,Sound Re-Recording Mixer,Jim Fitzpatrick
+7451,Casting,Ronna Kress
+7451,Associate Producer,David Minkowski
+7451,Special Effects Supervisor,John Frazier
+7451,Art Direction,Brad Ricker
+7451,Supervising Art Director,Jonathan Lee
+7451,Co-Producer,Derek Dauchy
+7451,Producer,Neal H. Moritz
+7451,Special Effects Coordinator,Danny Cangemi
+7451,Conductor,Randy Edelman
+7451,Editor,Joel Negron
+7451,Director,Rob Cohen
+7451,Art Direction,Phil Harvey
+7451,Production Manager,Peter M. Tobyansen
+7451,First Assistant Editor,Jonathan Chibnall
+7451,Orchestrator,Jeff Atmajian
+7451,Script Supervisor,Jules Stewart
+7451,Construction Coordinator,Sebastian Milito
+7451,Dialogue Editor,Paul Curtis
+7451,Dialect Coach,Luiza Averina
+7451,Hairstylist,Kerry Mendenhall
+7451,Gaffer,Andy Arnautov
+7451,Hair Department Head,Beth Miller
+7451,Music Supervisor,Kathy Nelson
+7451,Greensman,Bob Skemp
+7451,Set Medic,Eva Dvorakova
+7451,First Assistant Camera,Michael Cassidy
+7451,Best Boy Electric,Michael Guthrie
+7451,Production Coordinator,Basia Baumann
+7451,Driver,Jeff Bova
+7451,Post Production Supervisor,Isabel Henderson
+7451,Unit Manager,Jana Hrbková
+7451,Storyboard,Temple Clark
+7451,Additional Camera,Bud Kremp
+7451,Helicopter Camera,Ethan Jensen
+7451,Craft Service,Michael G. Kehoe
+7451,Propmaker,Rick Polikowski
+7451,Set Production Assistant,Stephen P. Del Prete
+7451,Software Engineer,Doug Roble
+7451,Transportation Captain,Steve Mann
+7451,Lighting Technician,Thomas P. Powell
+7451,Boom Operator,Thomas Giordano
+7451,Visual Effects Coordinator,Brady Doyle
+7451,Translator,Claudia Vaseková
+228165,Original Music Composer,John Debney
+228165,Line Producer,Richard Vane
+228165,Screenplay,Jonathan Aibel
+228165,Orchestrator,Kevin Kaska
+228165,Director,Paul Tibbitt
+228165,Story,Paul Tibbitt
+228165,Art Direction,Priscilla Elliott
+228165,Storyboard,David P. Smith
+228165,Layout,Bob Camp
+228165,Storyboard,Tom King
+228165,Character Designer,Mick Cassidy
+228165,Executive Producer,Hyejoon Yun
+228165,Unit Production Manager,Leigh Shanta
+228165,Production Supervisor,Philip Harris
+228165,Storyboard,Matt Flynn
+228165,Lead Animator,Dean Elliott
+228165,Animation,Matt Weaver
+228165,Animation,John Turello
+228165,Animation,Shane Hall
+228165,Compositors,Erica Jean Yeager
+228165,Lead Animator,Anna Hollingsworth
+228165,Lead Animator,Jenn Hagman
+228165,Compositors,Tony Christopherson
+228165,Casting,Lorna Johnson
+3595,Director,Ron Howard
+3595,Editor,Mike Hill
+3595,Production Design,Michael Corenblith
+3595,Director of Photography,Piotr Sobocinski
+16869,Director,Quentin Tarantino
+16869,Writer,Quentin Tarantino
+16869,Editor,Sally Menke
+16869,Thanks,Maggie Cheung
+16869,Thanks,Tom Tykwer
+16869,Executive Producer,Bob Weinstein
+16869,Executive Producer,Harvey Weinstein
+16869,Production Design,David Wasco
+16869,Costume Design,Anna B. Sheppard
+16869,Co-Producer,Henning Molfenter
+16869,Supervising Art Director,Sebastian T. Krawinkel
+16869,Casting,Olivier Carbone
+16869,Executive Producer,Erica Steinberg
+16869,Assistant Editor,Julie Garces
+16869,Still Photographer,François Duhamel
+16869,Music Editor,Jim Schultz
+879,Director,Steven Spielberg
+879,Director of Photography,Dean Cundey
+879,Executive Producer,James V. Hart
+879,Producer,Malia Scotch Marmo
+879,Producer,Craig Baumgarten
+879,Executive Producer,Dodi Fayed
+1573,Casting,Jackie Burch
+1573,Screenplay,Steven E. de Souza
+1573,Producer,Charles Gordon
+1573,Costume Supervisor,Barry Francis Delaney
+1573,Set Designer,Eric Orbom
+1573,Director,Renny Harlin
+1573,Still Photographer,John R. Shannon
+1573,Camera Operator,Bill Roe
+1573,Stunt Coordinator,Charlie Picerni
+1573,Construction Coordinator,Joseph C. Fama
+1573,Camera Operator,Moshe Levin
+1573,Foley,John Roesch
+1573,Sound Re-Recording Mixer,Sergio Reyes
+1573,Second Unit Cinematographer,Frank M. Holgate
+1573,ADR & Dubbing,James Simcik
+1573,Set Designer,Paul McKenzie
+1573,Sound Recordist,Carolyn Tapp
+1573,Dolby Consultant,Douglas Greenfield
+1573,Sound Re-Recording Mixer,B. Tennyson Sebastian III
+1573,Location Manager,Robbie Goldstein
+1573,Novel,Walter Wager
+9257,Screenplay,David McKenna
+9257,Editor,Michael Tronick
+9257,Producer,Dan Halsted
+9257,Stunts,Seth Arnett
+9257,Original Music Composer,Elliot Goldenthal
+9257,Unit Production Manager,Robert Latham Brown
+9257,Screenplay,David Ayer
+9257,Makeup Department Head,Deborah La Mia Denaver
+9257,Director,Clark Johnson
+9257,Costume Design,Christopher Lawrence
+9257,Still Photographer,Merrick Morton
+9257,Storyboard,David E. Duncan
+9257,Sound Mixer,Larry Hopkins
+9257,Camera Operator,Randy Nolen
+9257,Video Assist Operator,Jimi Johnson
+9257,Visual Effects Producer,Reid Paul
+9257,First Assistant Editor,James Andrykowski
+9257,Best Boy Electric,Michael Alexonis
+9257,Set Dressing Artist,Greg Wyszynski
+9257,Location Manager,Alasdair Boyd
+9257,Production Coordinator,Shannon Hamed
+9257,Boom Operator,Ian Wright
+9257,First Assistant Sound Editor,Ryan Juggler
+1903,Producer,Paula Wagner
+1903,Director,Cameron Crowe
+1903,Stunt Coordinator,Brian Smrz
+1903,Production Design,Catherine Hardwicke
+1903,Script Supervisor,Ana Maria Quintana
+9697,Director of Photography,Christopher Doyle
+9697,Casting,Douglas Aibel
+9697,Sound Designer,Steve Boeddeker
+9697,Foley,Jana Vance
+9697,Director,M. Night Shyamalan
+9697,Producer,M. Night Shyamalan
+9697,Production Design,Martin Childs
+9697,Set Decoration,Larry Dias
+9697,Editor,Barbara Tulliver
+9697,Art Direction,Stefan Dechant
+9697,Property Master,James Mazzola
+9697,Supervising Sound Editor,Frank E. Eulner
+9697,Set Designer,Noelle King
+9697,Art Department Coordinator,Sara Philpott
+9697,Sound Re-Recording Mixer,Michael Semanick
+395,Director,Paul W.S. Anderson
+395,Author,Jim Thomas
+395,Editor,Alexander Berner
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+395,Production Supervisor,Brian Donovan
+395,Associate Producer,Henning Molfenter
+395,Set Decoration,Peter Walpole
+395,Executive Producer,Mike Richardson
+395,Casting,Nancy Bishop
+395,First Assistant Editor,Charles Ladmiral
+395,Sound Re-Recording Mixer,Andrew Stirk
+395,Makeup Effects,Simon Webber
+395,Boom Operator,Tomas Cervenka
+395,Visual Effects Supervisor,David Vána
+395,Art Direction,Ray Chan
+395,Location Manager,Lukás Bech
+395,Art Direction,Stephen Dobric
+395,Conceptual Design,Richard K. Buoen
+395,Sound Effects Editor,Mike Grimes
+395,Dialogue Editor,Simon Price
+395,Line Producer,Jennifer Silver
+395,Unit Manager,Jiri Husak
+395,Casting,Suzanne M. Smith
+395,Property Master,Noel Cowell
+395,Visual Effects Producer,Mei-Ming Casino
+395,Camera Operator,Jaromir Sedina
+395,Transportation Coordinator,Jiri Kotlas
+395,Visual Effects,James Clarke
+395,Sound Editor,Blair Jollands
+395,Production Sound Mixer,Petr Forejt
+395,Special Effects Supervisor,Karl-Heinz Bochnig
+395,Set Medic,Eva Dvorakova
+395,Production Manager,Martina Burgetová
+395,Digital Compositors,Henry Badgett
+395,Set Production Assistant,Petra Ratner
+395,Electrician,Martin Tichy
+395,Lighting Artist,Rafael Morant
+395,Casting Associate,Minna Pyyhkala
+23398,Executive Producer,Karen Rosenfelt
+23398,Writer,Jon Vitti
+23398,Director,Betty Thomas
+23398,Writer,Jonathan Aibel
+10590,Dolly Grip,John Murphy
+10590,Stunts,Todd Bryant
+10590,Editor,William Hoy
+10590,Director,Randall Wallace
+10590,Producer,Randall Wallace
+10590,Producer,Bruce Davey
+10590,Casting,Cathy Sandrich
+10590,Music Editor,Laura Perlman
+10590,Executive Producer,Arne Schmidt
+10590,Producer,Stephen McEveety
+10590,Art Direction,Kevin Kavanaugh
+10590,Set Designer,Naaman Marshall
+10590,Second Unit,Allan Graf
+10590,Stunt Coordinator,Allan Graf
+10590,Original Music Composer,Nick Glennie-Smith
+10590,Conductor,Nick Glennie-Smith
+10590,Novel,Joseph L. Galloway
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+10590,Special Effects Supervisor,Dick Wood
+10590,Foley,Nerses Gezalyan
+10590,Transportation Captain,Lee Stepp
+10590,Orchestrator,Ashley Irwin
+10590,Dialogue Editor,Michael Hertlein
+10590,Construction Coordinator,Bill Iiams
+10590,Steadicam Operator,Mark O'Kane
+10590,Chief Lighting Technician,James J. Gilson
+10590,Key Makeup Artist,Craig Reardon
+10590,Art Department Coordinator,Wendy Richardson
+10590,Sound Engineer,Steve Bartkowicz
+10590,Set Decoration,Randy Bobbitt
+10590,Post Production Supervisor,Angel Pine
+10590,Production Sound Mixer,Tim Cooney
+10590,Color Timer,Mike Stanwick
+10590,Painter,Gary Clark
+10590,Standby Painter,James Diggs
+10590,Loader,Micah Y. Bisagni
+10590,Set Medic,Paul Lowe
+10590,Set Production Assistant,Emily Aaronson
+10590,Technical Supervisor,Richard Wardlow
+10590,Utility Stunts,Michael Endoso
+10590,Video Assist Operator,Kevin Boyd
+10590,Electrician,Shawn Duchscherer
+10590,Boom Operator,Kevin Sorensen
+10590,Storyboard,John Mann
+10590,Foley Editor,Craig Jurkiewicz
+10590,Assistant Property Master,Stan Cockerell
+10590,Set Dresser,Rick Glenn
+10590,Pilot,Bruce Benson
+10590,Musician,Catherine Bott
+117263,Casting,Amanda Mackey
+117263,Casting,Cathy Sandrich
+117263,Production Design,Derek R. Hill
+117263,Director,Antoine Fuqua
+117263,Producer,Antoine Fuqua
+117263,Editor,John Refoua
+117263,Producer,Mark Gill
+117263,Costume Design,Doug Hall
+117263,Art Direction,Karen Steward
+117263,Writer,Creighton Rothenberger
+117263,Makeup Department Head,Chris Bingham
+117263,Key Hair Stylist,Crystal Woodford
+200,Director,Jonathan Frakes
+200,Screenplay,Michael Piller
+200,Producer,Michael Piller
+200,Additional Soundtrack,Ludwig van Beethoven
+44943,Editor,Christian Wagner
+44943,Music,Brian Tyler
+44943,Art Direction,Andrew Neskoromny
+44943,Stunt Coordinator,Joey Box
+44943,Production Design,Peter Wenham
+44943,Producer,Jeffrey Chernov
+44943,Art Direction,Chris L. Spellman
+44943,Director of Photography,Lukas Ettlin
+44943,Director,Jonathan Liebesman
+44943,Visual Effects Supervisor,Everett Burrell
+44943,Sound Designer,Chris M. Jacobson
+44943,Assistant Art Director,Mara LePere-Schloop
+44943,Visual Effects Supervisor,Vincent Cirelli
+44943,Costume Supervisor,Camille Argus
+44943,Hairstylist,Crystal Woodford
+44943,Set Designer,Daniel R. Jennings
+44943,Dialogue Editor,Robert Troy
+44943,Foley,Sarah Monat
+44943,Set Costumer,Lori Harris
+44943,Sound Designer,Paul N.J. Ottosson
+44943,Supervising Sound Editor,Jon Johnson
+44943,Visual Effects Supervisor,Craig Barron
+44943,Visual Effects Editor,Andy Stevens
+44943,Helicopter Camera,Hans Bjerno
+44943,Key Hair Stylist,Jules Holdren
+44943,Sculptor,Anthony J. Henderson
+44943,Sculptor,Blake Le Vasseur
+44943,Lead Painter,Paul Stanwyck
+44943,Leadman,Thierry Labbe
+44943,Special Effects Coordinator,Stan Parks
+44943,Visual Effects Editor,Brandon Schaafsma
+44943,Visual Effects Editor,Evan Schiff
+44943,Visual Effects Editor,Craig W. Smith
+44943,Systems Administrators & Support,Artin Matousian
+44943,Additional Photography,Josh Friz
+44943,Helicopter Camera,David B. Nowell
+44943,Digital Intermediate,Zahida Bacchus
+44943,Location Manager,Ed Lipscomb
+44943,Script Supervisor,Dawn Gilliam
+44943,Unit Publicist,Brooke Ensign
+44943,Color Timer,Harry Muller
+44943,Hair Department Head,Gloria Pasqua Casny
+587,Director,Tim Burton
+587,Director of Photography,Philippe Rousselot
+587,Production Design,Dennis Gassner
+587,Associate Producer,Katterli Frauenfelder
+587,Executive Producer,Arne Schmidt
+587,Art Direction,Robert Fechtman
+587,Art Direction,Jack Johnson
+587,Art Direction,Richard L. Johnson
+587,Supervising Sound Editor,Skip Lievsay
+587,Special Effects Supervisor,Keith Marbory
+587,Color Timer,Steve Bowen
+587,Sound mixer,Greg P. Russell
+587,Assistant Art Director,Christina Ann Wilson
+587,Orchestrator,Jeff Atmajian
+587,Costume Supervisor,Cha Blevins
+587,Boom Operator,Carl Fischer
+587,Choreographer,Cynthia Onrubia
+587,Set Designer,Dawn Brown
+587,Set Dressing Supervisor,Sara Philpott
+587,Digital Effects Supervisor,Paddy Eason
+587,Sculptor,Val Drake
+587,Systems Administrators & Support,Evan Schiff
+587,Scoring Mixer,Dennis S. Sands
+587,Visual Effects Coordinator,Michelle Martin
+587,Art Department Coordinator,Chris Cummings
+587,First Assistant Camera,Robert Ruiz
+587,Hair Department Head,Linda De Andrea
+587,Picture Car Coordinator,Steve Humphrey
+587,Projection,Tina Canny
+587,Utility Stunts,John Radcliff
+587,Lighting Technician,James Babineaux
+587,Visual Effects,Rohan Claassen
+587,Prop Maker,John Eric Seay
+587,Musician,Mark Berrow
+587,Negative Cutter,Mo Henry
+587,Key Grip,C. Alan Rawlins
+10395,Assistant Art Director,John Dexter
+10395,Casting,Juliet Taylor
+10395,Director,Mike Nichols
+10395,Stunt Coordinator,M. James Arnett
+10395,Art Direction,Tom Duffield
+10395,Editor,Sam O'Steen
+10395,Sound Editor,Richard King
+10395,Script Supervisor,Mary Bailey
+10395,Dialogue Editor,Harry Peck Bolles
+10395,First Assistant Camera,Billy Clevenger
+10395,First Assistant Editor,Kris Cole
+57212,Director,Steven Spielberg
+57212,Producer,Kathleen Kennedy
+57212,Art Direction,Hattie Storey
+57212,Costume Supervisor,David Crossman
+57212,Assistant Art Director,Carmen Ruiz de Huidobro
+57212,Dialogue Editor,Richard Quinn
+57212,Gaffer,David Devlin
+57212,Gaffer,Eddie Knight
+57212,Set Costumer,Calandra Meredith
+57212,Dialect Coach,Sandra Frieze
+57212,Script Supervisor,Anna Worley
+152760,Casting,Jina Jay
+152760,Director,George Clooney
+152760,Costume Design,Louise Frogley
+152760,Makeup Department Head,Christine Beveridge
+152760,Production Design,James D. Bissell
+152760,Supervising Art Director,Helen Jarvis
+152760,Producer,Grant Heslov
+152760,Novel,Bret Witter
+2756,Supervising Sound Editor,Dody Dorn
+2756,Director,James Cameron
+2756,Production Design,Leslie Dilley
+2756,Art Direction,Joseph C. Nemec III
+2756,Stunt Coordinator,Dick Warlock
+2756,Editor,Howard E. Smith
+2756,Set Designer,Andrew Precht
+2756,Orchestrator,James B. Campbell
+2756,Editor,Joel Goodman
+2756,Production Coordinator,Laura Greenlee
+2756,Assistant Director,Newt Arnold
+2756,Construction Coordinator,George Stokes
+2756,Key Grip,Bobby Huber
+2756,Visual Effects Supervisor,Steve Johnson
+2756,Production Manager,Charles Skouras III
+2756,Sound Re-Recording Mixer,Don J. Bassman
+2756,Sound Re-Recording Mixer,Kevin E. Carpenter
+2756,Music Editor,Kenneth Karman
+2756,Art Department Coordinator,Mary Alice Palmer
+2756,Foley,Greg Orloff
+2756,Special Effects Coordinator,Joseph A. Unsinn
+2756,Visual Effects Editor,Kathy Chasen-Hay
+2756,Visual Effects Producer,Diana Shornstein
+2756,Visual Effects Supervisor,Walt Conti
+2756,Still Photographer,Richard Foreman Jr.
+2756,Camera Operator,George D. Dodge
+2756,Gaffer,Mark A. Shelton
+2756,Sound Re-Recording Mixer,Kevin F. Cleary
+2756,Propmaker,Neil Gahm
+2756,Editorial Staff,Timothy Greenwood
+2756,Grip,Robert Hoelen
+2756,Driver,John Anderson
+33909,Director,Oliver Stone
+33909,Writer,Allan Loeb
+33909,Original Music Composer,Brian Eno
+49017,Additional Photography,John Mathieson
+49017,Characters,Bram Stoker
+49017,Casting,Ros Hubbard
+49017,Stunt Coordinator,Peter Pedrero
+49017,Set Decoration,Paki Smith
+49017,Art Direction,Michael Turner
+49017,Art Direction,Elaine Kusmishko
+49017,Art Direction,Luigi Marchione
+49017,Director,Gary Shore
+49017,Sound Designer,Jon Title
+49017,Camera Operator,Cosmo Campbell
+49017,Sound Designer,Ann Scibelli
+49017,Sound Re-Recording Mixer,Jon Taylor
+49017,Sound Effects Editor,William R. Dean
+49017,Digital Intermediate,Erik Rogers
+49017,Supervising Sound Editor,Karen Baker Landers
+49017,Sound Designer,Peter Staubli
+49017,ADR & Dubbing,David A. Cohen
+49017,Production Supervisor,Jessica Derhammer
+49017,Art Department Coordinator,Kirsty Vogel
+49017,Assistant Art Director,Aine Smith
+49017,Construction Coordinator,Beverley Crockard
+49017,Stunt Coordinator,Buster Reeves
+49017,Hairstylist,Marzenna Fus-Mickiewicz
+49017,Visual Effects Producer,David Feinsilber
+49017,Sculptor,Kathryn Prince
+9882,Director of Photography,Roger Deakins
+9882,Screenplay,Menno Meyjes
+9882,Producer,Lynda Obst
+9882,Original Music Composer,Graeme Revell
+9882,Production Design,Lilly Kilvert
+9882,Supervising Art Director,John Warnke
+9882,Set Decoration,Gretchen Rau
+9882,Director,Edward Zwick
+9882,Screenplay,Edward Zwick
+9882,Dialect Coach,Tim Monich
+9882,Stunt Coordinator,Joel Kramer
+9882,Dialogue Editor,Michael Haight
+9882,Carpenter,Michael Herlihy
+9882,Visual Effects,Fred Toye
+9882,Prosthetic Makeup Artist,Todd Kleitsch
+9882,Video Assist Operator,Joel Holland
+9882,Art Department Coordinator,Elizabeth Flaherty
+9882,Property Master,David Gulick
+9882,Key Hair Stylist,William A. Farley
+9882,Rigging Gaffer,Richie Ford
+9882,Makeup Artist,Kathryn Bihr
+9882,Production Supervisor,Carl S. Griffin
+9882,Additional Camera,Douglas Pellegrino
+9882,Aerial Camera,Rick Shuster
+9882,Production Coordinator,Ellen Gannon
+9882,Executive In Charge Of Production,Thomas A. Imperato
+9882,Location Manager,"Richard Davis, Jr."
+9882,Gaffer,William Moore
+9882,Key Grip,Terrence Laron Burke
+2270,Director,Matthew Vaughn
+2270,Editor,Jon Harris
+2270,Producer,Chantal Feghali
+2270,Producer,Michael Dreyer
+2270,Art Direction,Rod McLean
+2270,Makeup Artist,Lesley Smith
+2270,Executive Producer,David Womark
+2270,Visual Effects Supervisor,Peter Chiang
+2270,Costume Supervisor,Joanna Wright
+2270,Stunt Coordinator,Steve Dent
+2270,Camera Operator,Peter Wignall
+2270,Scenic Artist,James Gemmill
+2270,Location Manager,Emma Pill
+2270,Dialogue Editor,Michael Maroussas
+2270,Visual Effects Editor,Christopher Lloyd
+2270,Post Production Supervisor,Miranda Jones
+2270,Special Effects Supervisor,Stuart Brisdon
+2270,Special Effects Supervisor,Nigel Nixon
+2270,Art Direction,Ian McFadyen
+978,Casting,Francine Maisler
+978,Director,Jean-Jacques Annaud
+978,Editor,Noëlle Boisson
+978,Screenplay,Becky Johnston
+978,Production Design,Hoang Thanh At
+44564,Producer,Vince Vaughn
+44564,Executive Producer,Kim Roth
+44564,Director,Ron Howard
+44564,Producer,Ron Howard
+44564,Associate Producer,Kathleen McGill
+44564,Editor,Mike Hill
+44564,Associate Producer,William M. Connor
+44564,Script Supervisor,Sherry Gallarneau
+44564,Casting Associate,Josh Breit
+44564,Location Scout,Adam Boor
+44564,Production Coordinator,Justin Haut
+3132,Editor,Mark Goldblatt
+3132,Director,Joel Schumacher
+3132,Producer,Michael Browning
+3132,Screenplay,Michael Browning
+3132,Screenplay,Jason Richman
+3132,Story,Gary M. Goodman
+8814,Makeup Artist,Jeff Dawn
+8814,Original Music Composer,Clint Mansell
+8814,Production Design,Stephen Scott
+8814,Director,Andrzej Bartkowiak
+8814,Screenplay,Wesley Strick
+8814,Costume Design,Carlo Poggioli
+8814,Producer,John Wells
+8814,Costume Supervisor,Sarka Zvolenska
+8814,Art Direction,Dominic Masters
+8814,Supervising Sound Editor,Michael Fentum
+8814,Transportation Coordinator,Jiri Kotlas
+8814,Stunt Coordinator,Pavel Cajzl
+8814,Sound Effects Editor,Simon Chase
+8814,Makeup Artist,Hana Surkalova
+8814,Assistant Art Director,Charles Leatherland
+8814,Hairstylist,Katka Vávrová
+8814,Makeup Artist,Pau Loewe
+8814,Dolby Consultant,Nick Watson
+8814,Dialogue Editor,Sue Lenny
+8814,Creature Design,Enrique Bilsland
+8814,Visual Effects Editor,Richard Diver
+8814,Stunt Coordinator,Joe Dunne
+8814,Gaffer,Václav Cermak
+8814,Set Costumer,Rebecca Higginson
+8427,Director,Betty Thomas
+8427,Stunts,J.J. Makaro
+52520,Original Music Composer,Paul Haslinger
+52520,Executive Producer,Skip Williamson
+52520,Costume Design,Monique Prudhomme
+52520,Screenplay,Allison Burnett
+52520,Makeup Department Head,Rosalina Da Silva
+52520,Director,Måns Mårlind
+52520,Director,Björn Stein
+52520,Story,John Hlavin
+52520,Art Direction,Gary Myers
+52520,Post Production Supervisor,Lis Kern
+52520,Art Direction,Martina Javorova
+52520,Script Supervisor,Christine Wilson
+80585,Screenplay,Justin Theroux
+80585,Director,Adam Shankman
+80585,Producer,Adam Shankman
+10592,Executive Producer,Wolfgang Glattes
+10592,Producer,David Foster
+10592,Director,Gregory Hoblit
+10592,Costume Design,Elisabetta Beraldo
+10592,Producer,David Ladd
+10592,Author,John Katzenbach
+49021,Original Music Composer,Reinhold Heil
+49021,Editor,John Gilbert
+49021,Costume Design,Aude Bronson-Howard
+49021,Producer,Sigurjón Sighvatsson
+49021,Set Decoration,Michelle McGahey
+49021,Director of Photography,Simon Duggan
+49021,Producer,Michael Boughen
+49021,Director,Gary McKendry
+49021,Novel,Ranulph Fiennes
+49021,Screenplay,Ranulph Fiennes
+49021,Casting,Leigh Pickford
+49021,Executive Producer,Matthew Street
+49021,Executive Producer,David Whealy
+49021,Line Producer,Alexander O'Neal
+49021,Costume Design,Katherine Milne
+49021,Animation,Nicholas Tripodi
+11535,Producer,Charles Roven
+11535,Director,John McTiernan
+11535,Editor,John Wright
+11535,Producer,Beau St. Clair
+11535,Editor,Robert K. Lambert
+11535,Director of Photography,Steve Mason
+10550,Executive Producer,Tracee Stanley
+10550,Screenplay,Alan B. McElroy
+10550,Director,Wych Kaosayananda
+10550,Stunts,J.J. Makaro
+11258,Producer,Mark Gordon
+11258,Stunt Coordinator,Jeff Habberstad
+11258,Art Direction,Richard F. Mays
+11258,Director of Photography,Peter Menzies Jr.
+11258,Casting,Randi Hiller
+11258,Steadicam Operator,Robert Presley
+11258,Director,Mikael Salomon
+11258,Costume Design,Kathleen Detoro
+11258,Foley,Scott Curtis
+11258,Hairstylist,Colleen Callaghan
+11258,Dialogue Editor,Mark L. Mangino
+11258,Property Master,Charles Stewart
+11258,Script Supervisor,Mary Anne Seward
+11258,Camera Operator,Joseph V. Cicio
+11258,Video Assist Operator,Michael J. Hogan
+11258,Construction Coordinator,Terry Scott
+11258,Orchestrator,Pete Anthony
+11258,Unit Publicist,Michael Hansen
+11258,Lighting Technician,Kevin Brown
+11258,Propmaker,Kon Iliov
+11258,Technical Supervisor,Jerry Tessendorf
+11258,Best Boy Electric,Simone Perusse
+11258,Assistant Sound Editor,Damon Cohoon
+12610,Director,Bobby Farrelly
+12610,Producer,Bobby Farrelly
+12610,Director,Peter Farrelly
+12610,Art Direction,Arlan Jay Vetter
+12610,Set Decoration,Scott Jacobson
+12610,Screenplay,Marc Hyman
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+12610,Producer,Zak Penn
+12610,Sound Designer,Randy Thom
+12610,Producer,Dennis Edwards
+12610,Storyboard,Mark Andrews
+12610,Production Design,Sydney J. Bartholomew Jr.
+12610,Visual Development,Fred Cline
+12610,First Assistant Director,Hal Olofsson
+12610,Storyboard,Bob Camp
+12610,Animation,Adam Beck
+12610,Post Production Supervisor,Jeannine Berger
+12610,Animation,Randy Sanchez
+12610,Animation,Paul Dutton
+12610,Visual Development,Chris Aguirre
+12610,Art Department Manager,Katherine C. Concepcion
+12610,Visual Development,Kevin Johnson
+12610,Stunt Coordinator,Leon Delaney
+12610,Special Effects Supervisor,Steven Burch
+12610,Special Effects,John Harajovic
+12610,Special Effects Coordinator,William 'Billy Jack' Jakielaszek
+12610,Music Supervisor,Ken Ross
+59981,Casting,Matthew Jon Beck
+59981,Director,Dan St. Pierre
+59981,Sound Re-Recording Mixer,David E. Fluhr
+59981,Screenplay,Adam Balsam
+59981,Choreographer,Tyce Diorio
+59981,Supervising Sound Editor,John Joseph Thomas
+59981,Music Editor,Sebastian Zuleta
+59981,Sound Recordist,Tighe Sheldon
+59981,Layout,Mick De Falco
+59981,Visual Development,Luc Desmarchelier
+201088,Executive Producer,Eric McLeod
+201088,Costume Design,Colleen Atwood
+201088,Director,Michael Mann
+201088,Set Decoration,Victor J. Zolfo
+201088,Art Direction,Aran Mann
+201088,Co-Producer,Julie Herrin
+201088,Producer,Jon Jashni
+201088,Executive Producer,Alex Garcia
+201088,Original Music Composer,Atticus Ross
+201088,Casting,Jerrica Lai
+201088,Production Design,Guy Hendrix Dyas
+201088,Editor,Mako Kamitsuna
+201088,Assistant Costume Designer,Christine L. Cantella
+201088,Post Production Supervisor,Jake Rice
+201088,Second Unit Cinematographer,John Grillo
+201088,Associate Producer,Maggie Chieffo
+201088,Makeup Artist,Doniella Davy
+201088,Rigging Gaffer,Glen Magers
+5137,Original Music Composer,Ed Shearmur
+5137,Producer,Jude Law
+5137,Executive Producer,Raffaella De Laurentiis
+5137,Director,Kerry Conran
+5137,Co-Producer,Hester Hargett
+5137,Production Design,Kevin Conran
+5137,Costume Design,Kevin Conran
+5137,Art Direction,Kirsten Conran
+5137,Sound Designer,Todd Toon
+5137,Visual Effects Art Director,Aaron Sims
+5137,Script Supervisor,Sally Jones
+5137,Lighting Supervisor,Steven Swanson
+5137,Digital Effects Supervisor,Jeff Goldman
+5137,ADR & Dubbing,Devon Heffley Curry
+5137,Camera Operator,Steven Hall
+5137,Visual Effects Producer,Melissa Brockman
+5137,Lighting Technician,Justin Hammond
+5137,Compositors,John Dillon
+5137,Orchestrator,Robert Elhai
+5137,Foley,Valerie Davidson
+5137,First Assistant Camera,Mark Barrs
+5137,Assistant Costume Designer,Pie Lombardi
+5137,Post Production Supervisor,Clark Henderson
+5137,Software Engineer,Jim Rothrock
+5137,Stand In,Colette Appleby
+5137,Assistant Director,Marcia Gay
+5137,Lighting Artist,Anthony Fung
+5137,Production Supervisor,Matthew Feitshans
+5137,3D Supervisor,Melissa Almeida
+5137,I/O Supervisor,Brian Miller
+5137,Digital Producer,Bonnie Lemon
+3093,Casting,Karen Lindsay-Stewart
+3093,Director,Michael Caton-Jones
+3093,Co-Art Director,Paul Inglis
+107846,Foley,Ellen Heuer
+107846,Original Music Composer,Alex Heffes
+107846,Sound Re-Recording Mixer,Leslie Shatz
+107846,Director,Mikael Håfström
+107846,Stunt Coordinator,Jonathan Eusebio
+107846,Sound Designer,Derek Vanderhorst
+107846,Additional Camera,Aaron Barnes
+107846,Art Direction,James A. Gelarden
+107846,Story,Miles Chapman
+107846,Makeup Artist,Kimberly Amacker
+107846,Executive Producer,Stepan Martirosyan
+107846,Digital Intermediate,Taylor Mahony
+107846,Executive Producer,Jason Gandhi
+107846,Set Costumer,Jennifer Kamrath
+107846,Set Designer,Jann Engel
+107846,Set Costumer,Linda Gardar
+107846,Sound Re-Recording Mixer,Roberto Cappannelli
+107846,Sound Recordist,Tim Limer
+107846,Helicopter Camera,Hans Bjerno
+107846,Set Designer,George Lee
+107846,Script Supervisor,Sandy Parker
+107846,Script Supervisor,Mary Frances Eglin
+107846,Visual Effects Editor,Mark Edward Wright
+107846,Sound Recordist,Jesse Ehredt
+107846,Makeup Artist,Emily Tatum
+107846,Music Editor,Nigel Scott
+107846,Camera Operator,Adam Ward
+107846,Property Master,Robert 'Rock' Galotti
+107846,Leadman,Markus Wittman
+107846,Visual Effects Editor,JC Bond
+107846,Visual Effects Editor,Dwight Raymond
+107846,CG Supervisor,Joel Sevilla
+107846,Set Costumer,Molly Kamrath
+188207,Writer,Sean Hood
+188207,Director,Renny Harlin
+188207,Producer,Les Weldon
+188207,Producer,Danny Lerner
+188207,Executive Producer,Avi Lerner
+188207,Director of Photography,Sam McCurdy
+188207,Art Direction,Sonya Savova
+188207,Camera Operator,Ross W. Clarkson
+188207,Makeup Department Head,Yana Stoyanova
+188207,Set Designer,Yossif Mladenov
+188207,Sound Effects Editor,Chris Diebold
+188207,Greensman,Orlin Grozdanov
+188207,Visual Effects Supervisor,Wes C. Caefer
+188207,Visual Effects Supervisor,Eric D. Christensen
+188207,Visual Effects Producer,Eric A. Kohler
+188207,Script Supervisor,Shelly Stoyanova
+188207,Script Supervisor,Mila Maslarova
+188207,Visual Effects Editor,Mark Edward Wright
+4614,Set Decoration,Cindy Carr
+4614,Screenplay,Paul Attanasio
+4614,Special Effects Supervisor,Louis Craig
+4614,Supervising Art Director,Andrew Neskoromny
+4614,Art Direction,Isabelle Guay
+4614,Special Effects Coordinator,Frank Ceglia
+4614,Color Timer,Jim Passon
+4614,Stunt Coordinator,Terry Leonard
+4614,Director,Phil Alden Robinson
+4614,Screenplay,Daniel Pyne
+4614,Screenplay,Tom Clancy
+4614,Executive Producer,Tom Clancy
+4614,Costume Design,Marie-Sylvie Deveau
+4614,Executive Producer,Stratton Leopold
+4614,Makeup Department Head,Susan A. Cabral
+4614,Assistant Director,Tom Davies
+4614,Camera Technician,Mark Hryma
+4614,Sound Recordist,Frank Fleming
+4614,Greensman,David Corral
+4614,Gaffer,Rich Paisley
+4614,Systems Administrators & Support,Kevin Tengan
+4614,Production Coordinator,Doris Donnenberg
+4614,Art Department Assistant,Marie-Hélène Labrecque
+4614,Art Department Coordinator,Nicole Martinez-King
+4614,Location Scout,Audrey Brooks
+4614,Production Illustrator,Jean-Francois Mignault
+4614,Assistant Costume Designer,Daniele Leger
+4614,Hair Department Head,Matt Danon
+4614,Makeup Artist,Annik Boivin
+4614,Unit Production Manager,Victoria Frodsham
+4614,Best Boy Electric,Alain Bisson Doyal
+4614,Sound Mixer,Melanie Johnson
+4614,Digital Compositors,Joseph Abenhaim
+4614,Visual Effects Producer,Dan Malvin
+24021,Sound Re-Recording Mixer,Leslie Shatz
+24021,Executive Producer,Marty Bowen
+24021,Director,David Slade
+24021,Editor,Art Jones
+24021,Production Design,Paul D. Austerberry
+24021,Screenplay,Melissa Rosenberg
+24021,Novel,Stephenie Meyer
+24021,Casting,Sean Cossey
+24021,Executive Producer,Guy Oseary
+24021,Casting,Stuart Aikins
+24021,Visual Effects Supervisor,Dottie Starling
+24021,Still Photographer,Kimberly French
+24021,Script Supervisor,Claudia Morgado
+24021,Sound Re-Recording Mixer,Marshall Garlington
+24021,Animation,Andy Hass
+24021,Special Effects,Dan Youngs
+24021,Music Supervisor,Alexandra Patsavas
+24021,Associate Producer,Isaac Klausner
+11371,Original Music Composer,Howard Shore
+11371,Casting,Margery Simkin
+11371,Screenplay,Kario Salem
+11371,Director,Frank Oz
+11371,Director of Photography,Rob Hahn
+11371,Screenplay,Scott Marshall Smith
+20352,Director,Pierre Coffin
+20352,Director,Chris Renaud
+20352,Story,Sergio Pablos
+20352,Storyboard,Stephan Franck
+20352,Post Production Supervisor,Jeannine Berger
+20352,Editor,Claire Dodgson
+11517,Casting,Francine Maisler
+11517,Stunt Coordinator,Jack Gill
+11517,Original Music Composer,Mark Mancina
+11517,Set Decoration,Beth A. Rubino
+11517,Art Direction,Dennis Bradford
+11517,Camera Operator,Michael Stone
+11517,Steadicam Operator,Michael Stone
+11517,Production Manager,Timothy M. Bourne
+11517,Director,Joseph Ruben
+11517,Music Supervisor,Michael Dilbeck
+11517,Sound Re-Recording Mixer,Lee Dichter
+11517,Executive Producer,Frederick S. Pierce
+11517,Sound Effects Editor,Ira Spiegel
+11517,Supervising Sound Editor,Stan Bochner
+11517,Camera Operator,Lawrence Karman
+11517,Still Photographer,Linda R. Chen
+214756,Editor,Jeff Freeman
+214756,Director,Seth MacFarlane
+214756,Characters,Seth MacFarlane
+214756,Production Sound Mixer,David Brownlow
+214756,Co-Producer,Eric Heffron
+214756,Writer,Alec Sulkin
+214756,Special Effects Coordinator,J.D. Schwalm
+214756,Executive Producer,Wellesley Wild
+214756,Script Supervisor,Kelly Cronin
+214756,Animation,David Ward
+214756,Technical Supervisor,Jarrod Anderson
+214756,Animation,Chuck Duke
+214756,Animation,Andy Hass
+214756,Animation,Danny Southard
+214756,Compositors,Michael Queen
+214756,Stunts,Ashlen Aquila
+214756,Driver,David W. Dale
+214756,Driver,David Kenney
+214756,Compositors,Jason Madigan
+214756,Art Direction,Bryan Felty
+214756,Special Effects,Herve Desroches
+214756,Special Effects,Melissa Jimenez Ramirez
+214756,Compositors,Lionel Heath
+214756,Animation,Amy Lu
+214756,Music Editor,Moira Marquis
+26428,Casting,Jina Jay
+26428,Costume Design,Gabriella Pescucci
+26428,Supervising Sound Editor,Glenn Freemantle
+26428,Sound Effects Editor,Ben Barker
+26428,Foley,Nicolas Becker
+26428,Director,Alejandro Amenábar
+26428,Writer,Alejandro Amenábar
+26428,Director of Photography,Xavi Giménez
+26428,Second Unit Cinematographer,Óscar Faura
+26428,Camera Operator,Albert Carreras
+26428,Property Master,Graeme Purdy
+26428,Gaffer,José Luis Rodríguez
+26428,Sound Effects Editor,Niv Adiri
+26428,Sound Re-Recording Mixer,Ian Tapp
+26428,Location Manager,Mark Sansone
+26428,Assistant Art Director,Chris Kitisakkul
+26428,Assistant Art Director,Michal Soun
+26428,Digital Intermediate,Juanjo Carretero
+26428,Transportation Coordinator,Christian Mallia
+9824,Original Music Composer,Stephen Warbeck
+9824,Director of Photography,Stephen H. Burum
+9824,Editor,Conrad Buff IV
+9824,Production Design,Kirk M. Petruccelli
+9824,Director,Kinka Usher
+9824,Writer,Neil Cuthbert
+9824,Co-Producer,Steven Gilder
+48988,Casting,Rick Montgomery
+48988,Screenplay,Bobby Farrelly
+48988,Director,Bobby Farrelly
+48988,Director,Peter Farrelly
+48988,Producer,Charles B. Wessler
+48988,Executive Producer,Richard Brener
+48988,Art Department Coordinator,Stacie McKinnon
+48988,Music Supervisor,Manish Raval
+48988,Co-Producer,Kris Meyer
+48988,Production Coordinator,Day Permuy
+9008,Director,Michael Mann
+9008,Costume Design,Anna B. Sheppard
+9008,Line Producer,Avi Kleinberger
+9008,Construction Coordinator,Robert DiGrigoli
+9008,Assistant Art Director,Steven Schwartz
+9008,Visual Effects Supervisor,Chris Watts
+9008,Script Supervisor,Julie Pitkanen
+9008,Script Supervisor,Eva Z. Cabrera
+9008,Hairstylist,Judith A. Cory
+9008,Digital Compositors,Travis Baumann
+9008,Assistant Art Director,Erik Olson
+9008,Set Costumer,Carolyn Dessert
+300673,Director of Photography,Javier Aguirresarobe
+300673,Screenplay,Scott Silver
+300673,Original Music Composer,Carter Burwell
+300673,Producer,James Whitaker
+300673,Director,Craig Gillespie
+300673,Producer,Dorothy Aufiero
+300673,Underwater Camera,Peter Zuccarini
+300673,Screenplay,Eric Johnson
+300673,Set Decoration,Susan Benjamin
+300673,Sound Effects Editor,Tim Walston
+300673,Dialogue Editor,Daniel S. Irwin
+300673,Still Photographer,Claire Folger
+300673,VFX Editor,Tom Driscoll
+300673,Digital Intermediate,Joe Ken
+300673,Makeup Department Head,Whitney James
+300673,Foley,John Sanacore
+300673,CG Supervisor,Chris Ryan
+300673,Still Photographer,Seacia Pavao
+300673,Makeup Artist,Desne J. Holland
+300673,Makeup Artist,Joe Rossi
+300673,Costume Supervisor,Donna Casey
+300673,Special Effects Supervisor,Mark Hawker
+300673,Art Department Coordinator,J.M. Hunter
+300673,Book,Casey Sherman
+300673,CG Supervisor,Gong Myung Lee
+300673,Animation,Aaron Deerfield
+12113,Director,Ridley Scott
+12113,Producer,Ridley Scott
+12113,Supervising Art Director,Marco Trentini
+12113,Supervising Sound Editor,Per Hallberg
+12113,Director of Photography,Alexander Witt
+12113,Visual Effects Producer,Jacquie Barnbrook
+12113,Executive Producer,Michael Costigan
+12113,Dialect Coach,Judy Dickerson
+12113,Camera Operator,David Insley
+12113,Novel,David Ignatius
+12113,Screenplay,David Ignatius
+12113,Executive Producer,Charles J.D. Schlissel
+12113,Assistant Art Director,Saverio Sammali
+12113,Costume Supervisor,Clare Spragge
+12113,Foley,Dan O'Connell
+12113,Foley,John T. Cucci
+12113,Sound Re-Recording Mixer,Bob Beemer
+12113,Assistant Art Director,Abdellah Baadil
+12113,Assistant Art Director,Antonio Tarolla
+12113,Supervising Sound Editor,Karen Baker Landers
+12113,Helicopter Camera,John Marzano
+12113,Supervising Art Director,Peter J. Hampton
+12113,Dialogue Editor,Chris Hogan
+12113,Visual Effects Supervisor,Sheena Duggal
+12113,Transportation Coordinator,Gary Shephard
+12113,Location Manager,Carol Flaisher
+12113,Location Manager,J. Chan Claggett
+38778,Director,Jay Roach
+38778,Story,Francis Veber
+72331,Director,Timur Bekmambetov
+72331,Executive Producer,John J. Kelly
+72331,Costume Design,Carlo Poggioli
+72331,Novel,Seth Grahame-Smith
+72331,Compositors,Brian N. Bentley
+1844,Executive Producer,Iain Smith
+1844,Supervising Art Director,Jim Morahan
+1844,Producer,Sean Connery
+1844,Costume Design,Penny Rose
+1844,Special Effects Supervisor,Neil Corbould
+1844,Supervising Sound Editor,Jim Shields
+1844,Makeup Artist,Peter Robb-King
+1844,Producer,Rhonda Tollefson
+1844,Utility Stunts,Stuart Clark
+1844,Sound Re-Recording Mixer,John Hayward
+1844,Director,Jon Amiel
+1844,Visual Effects Coordinator,Alexandra Day
+1844,Assistant Art Director,Sue Whitaker
+1844,Sculptor,Bryn Court
+1844,Unit Publicist,Linda Gamble
+1844,Music Editor,Andrew Glen
+1844,Makeup Department Head,Frances Hannon
+1844,Choreographer,Paul Harris
+1844,Gaffer,Terry Potter
+1844,Unit Manager,Judy Britten
+1844,Production Accountant,Brenda Coxon
+1844,Orchestrator,Bruce Babcock
+1844,Color Timer,David Rees
+1844,Makeup Artist,Linda Bodily
+1844,Location Manager,Simon Marsden
+1844,Researcher,Simon Eves
+1844,Leadman,Mohan Singh
+1844,Camera Technician,Gary Lamantia
+1844,Video Assist Operator,Bob Balzarini
+1844,Production Manager,Faye Ong
+1844,Animation Supervisor,Mike Williams
+846,Set Decoration,Jackie Carr
+846,Director,Rob Bowman
+846,Screenplay,Chris Carter
+846,Story,Frank Spotnitz
+846,Original Music Composer,Mark Snow
+846,Director of Photography,Ward Russell
+9703,Producer,Raffaella De Laurentiis
+9703,Author,Jez Butterworth
+9703,Author,Tom Butterworth
+9703,Director,Doug Lefler
+857,Producer,Gary Levinsohn
+857,Director,Steven Spielberg
+857,Producer,Mark Gordon
+857,Sound Design Assistant,Shannon Mills
+857,Assistant Director,Sergio Mimica-Gezzan
+857,Art Direction,Alan Tomkins
+857,Visual Effects Supervisor,Stefen Fangmeier
+857,Boom Operator,Robert Jackson
+857,Orchestrator,John Neufeld
+857,Stunt Coordinator,Simon Crane
+857,Sound Mixer,Ron Judkins
+857,Makeup Artist,Lois Burwell
+857,Art Direction,Tom Brown
+857,Assistant Editor,Michael Trent
+857,First Assistant Camera,Ciarán Barry
+857,Transportation Captain,Brian Baverstock
+857,Dialect Coach,Jessica Drake
+857,Set Costumer,Tom Macdonald
+857,Visual Effects Producer,Kim Bromley
+857,Visual Effects Editor,Bill Kimberlin
+857,Production Controller,Jim Turner
+857,Art Department Coordinator,Lavinia Waters
+857,Post Production Assistant,Kevin Du Toit
+857,Art Department Assistant,Joanna Branch
+857,Painter,Glenn Start
+857,Assistant Costume Designer,Sally Turner
+857,Seamstress,Pat Williamson
+857,Loader,Rosalyn Ellis
+857,Best Boy Electric,Ricky Pattenden
+136797,Foley,Ellen Heuer
+136797,Executive Producer,Stuart M. Besser
+136797,Producer,John Gatins
+136797,Director,Scott Waugh
+136797,Foley,John Roesch
+136797,Boom Operator,Tommy Cella
+136797,Makeup Department Head,Tarra D. Day
+136797,Standby Painter,Shea Soutar
+136797,Sound Designer,John Marquis
+136797,Dialogue Editor,Ralph Osborn
+136797,Visual Effects Producer,Devin Fairbairn
+136797,Visual Effects Producer,Monica Hada
+136797,Visual Effects Producer,Lily Shapiro
+136797,Set Costumer,Margaret Palmer
+136797,Color Timer,George Chavez
+136797,Transportation Coordinator,Larry Stelling
+3981,Original Music Composer,Alan Silvestri
+3981,Production Design,Jon Hutman
+3981,Producer,Bruce Davey
+3981,Director,Nancy Meyers
+3981,Storyboard,Bruce A. Block
+3981,Editor,Thomas J. Nordberg
+3981,Assistant Costume Designer,Suzanne McCabe
+3981,Editor,Stephen A. Rotter
+3981,Stunts,Joe Bucaro III
+3981,Sound Effects Editor,David Giammarco
+3981,Producer,Gina Matthews
+3981,Story,Josh Goldsmith
+3981,Music Supervisor,Bonnie Greenberg
+3981,Construction Coordinator,David Elliott
+3981,Story,Diane Drake
+3981,Set Designer,John P. Goldsmith
+3981,Casting Associate,Wendy Washbrook
+3981,Makeup Department Head,Brad Wilder
+3981,Digital Compositors,Conny Fauser
+3981,Sculptor,Yann Denoual
+3981,Hair Department Head,Beth Miller
+3981,Steadicam Operator,Robert Ulland
+3981,Supervising Sound Editor,Dennis Drummond
+3981,Sound Recordist,Sean Landeros
+3981,Greensman,Phillip Ellman
+3981,Location Scout,Alex Apple
+3981,Production Illustrator,Darryl Henley
+3981,First Assistant Camera,William Coss
+3981,Propmaker,Allan Johnson
+3981,Stand In,Girard Swan
+3981,Production Supervisor,Nancy Sandberg
+425,Director,Chris Wedge
+425,Screenplay,Michael Berg
+425,Screenplay,Peter Ackerman
+425,Color Timer,Jim Passon
+425,Sound Recordist,Tim Gomillion
+425,Post Production Supervisor,Kendall McCarthy
+425,Additional Writing,Galen T. Chu
+425,Additional Writing,James Bresnahan
+425,Additional Writing,Doug Compton
+425,Set Dresser,Marcie Matsui
+425,Sequence Supervisor,Clifford Bohm
+425,Systems Administrators & Support,Jack Ham
+425,First Assistant Editor,Anthony L. Jamison
+425,Lighting Technician,Rafael Castelblanco
+425,Production Accountant,Paul Ohrt
+425,Digital Compositors,Jason Galeon
+425,Apprentice Sound Editor,Mark Richelo
+6171,Screenplay,William Goldman
+6171,Director,Lawrence Kasdan
+6171,Producer,Lawrence Kasdan
+6171,Visual Effects Supervisor,Tim Alexander
+6171,Set Decoration,Rose Marie McSherry
+6171,Production Manager,Casey Grant
+6171,Costume Design,Molly Maginnis
+6171,Art Direction,Helen Jarvis
+6171,Visual Effects Supervisor,Stefen Fangmeier
+6171,Makeup Artist,Victoria Down
+6171,Foley,Dan O'Connell
+6171,Foley,John T. Cucci
+6171,Scenic Artist,Lynn Chaulk
+6171,Camera Operator,Trig Singer
+6171,Camera Operator,John Clothier
+6171,Unit Publicist,Patricia Johnson
+6171,Scenic Artist,John B. Keys
+6171,ADR & Dubbing,Darren King
+6171,Sound Designer,Yann Delpuech
+6171,Assistant Art Director,Marion Kolsby
+6171,Makeup Effects,Toby Lindala
+6171,Dolby Consultant,Bryan Pennington
+6171,Set Decoration,Amber E. MacLeod
+6171,Makeup Artist,Nancy Hancock
+6171,Greensman,Jay Hall
+72976,Director,Steven Spielberg
+72976,Costume Design,Joanna Johnston
+72976,Screenplay,Tony Kushner
+72976,Executive Producer,Jonathan King
+72976,Executive Producer,Adam Somner
+72976,Set Decoration,Charles Maloy
+603,Casting,Mali Finn
+603,Director,Lilly Wachowski
+603,Director,Lana Wachowski
+603,Executive Producer,Lana Wachowski
+603,Assistant Art Director,Jules Cook
+603,Sound Re-Recording Mixer,John T. Reitz
+603,Dialogue Editor,Susan Dudeck
+603,Set Designer,Jacinta Leong
+603,Set Designer,Sarah Light
+603,Set Designer,Judith Harvey
+603,Steadicam Operator,Robert Agganis
+603,Special Effects Supervisor,Brian Cox
+603,Location Manager,Peter Lawless
+603,Camera Operator,David Williamson
+603,Art Department Coordinator,Trish Foreman
+603,Set Designer,Godric Cole
+603,Sound Recordist,David Lee
+603,Production Coordinator,Megan Worthy
+568,Executive Music Producer,Brian Grazer
+568,Art Direction,David J. Bomba
+568,Original Music Composer,James Horner
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+568,First Assistant Camera,Clyde E. Bryan
+568,First Assistant Editor,Roger Tweten
+568,Still Photographer,Ron Batzdorff
+568,Special Sound Effects,Donald Flick
+568,Painter,Dan Dorfer
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+568,Sound Re-Recording Mixer,Steve Pederson
+568,Script Supervisor,Eva Z. Cabrera
+568,Dialogue Editor,Thomas A. Gulino
+568,Sound Re-Recording Mixer,Rick Dior
+568,Camera Operator,Josh Bleibtreu
+568,Camera Operator,David Norris
+568,Set Costumer,Mary Elizabeth Still
+568,Hairstylist,Audrey L. Anzures
+568,Steadicam Operator,Glenn DiVincenzo
+568,Sound Mixer,David MacMillan
+568,Casting Associate,Susanna Griffith
+568,Camera Technician,Scott Johnson
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+568,Boom Operator,Steve Bowerman
+9021,Original Music Composer,George S. Clinton
+9021,Director,Michael Lembeck
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+9021,Music Supervisor,Frankie Pine
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+9021,Music Editor,Mike Flicker
+9021,Still Photographer,Joseph Lederer
+9021,Sound Designer,Robert L. Sephton
+9021,Sound Effects Editor,Donald J. Malouf
+9021,Sound Effects Editor,F. Hudson Miller
+82695,Producer,Tim Bevan
+82695,Production Design,Eve Stewart
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+82695,Director,Tom Hooper
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+82695,Art Direction,Hannah Moseley
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+82695,Sculptor,Jonathan Moore
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+9489,Editor,Richard Marks
+9489,Director,Nora Ephron
+9489,Production Design,Dan Davis
+9489,Screenplay,Delia Ephron
+9489,Executive Producer,Julie Durk
+9489,Supervising Sound Editor,Ron Bochar
+9489,Sound Effects Editor,Lewis Goldstein
+9489,Unit Production Manager,Donald J. Lee Jr.
+9489,First Assistant Editor,John Scott Cook
+12133,Director of Photography,Oliver Wood
+12133,Director,Adam McKay
+12133,Executive Producer,Adam McKay
+12133,Screenplay,Adam McKay
+12133,Executive Producer,David B. Householter
+12133,Producer,Jimmy Miller
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+12133,Costume Supervisor,Charlene Amateau
+9342,Executive Producer,Walter F. Parkes
+9342,Director,Martin Campbell
+9342,Producer,David Foster
+41733,Supervising Art Director,Shepherd Frankel
+41733,Director of Photography,Lawrence Sher
+41733,Boom Operator,Jonathan Fuh
+41733,Production Design,Bill Brzeski
+41733,Director,Todd Phillips
+41733,Producer,Todd Phillips
+41733,Screenplay,Alan R. Cohen
+41733,Story,Alan Freedland
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+41733,Associate Producer,Joseph Garner
+41733,Music Supervisor,George Drakoulias
+41733,Art Direction,Clint Wallace
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+41733,Music Editor,Fernand Bos
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+41733,Sound Effects Editor,Jason W. Jennings
+41733,Script Supervisor,Jeanne Byrd
+41733,Music Editor,Andrew Silver
+41733,Production Coordinator,Mark Swenson
+227306,Director of Photography,Roger Deakins
+227306,Camera Operator,Roger Deakins
+227306,Screenplay,Joel Coen
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+227306,Production Design,Jon Hutman
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+227306,Director,Angelina Jolie
+227306,Producer,Angelina Jolie
+227306,Hairstylist,Rick Findlater
+227306,Set Decoration,Lisa Thompson
+227306,Costume Coordinator,Phil Eagles
+227306,Property Master,Ty Teiger
+227306,Sound Designer,Jay Wilkinson
+227306,Still Photographer,Vince Valitutti
+227306,Set Designer,Nicholas Dare
+227306,Visual Effects Coordinator,Lexie Busby
+227306,Visual Effects Producer,Erin D. O'Connor
+227306,Visual Effects Editor,Catherine Chase
+227306,Production Coordinator,Selena Carrillo
+227306,Armorer,Allan Mowbray
+227306,Costume Coordinator,Bronwyn Doughty
+227306,Construction Foreman,Mark Diggins
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+227306,Production Coordinator,Concepcion Alicino-Saucedo
+5551,Director,Clint Eastwood
+5551,Producer,Clint Eastwood
+5551,Original Music Composer,Lennie Niehaus
+5551,Production Design,Henry Bumstead
+5551,Art Direction,Jack G. Taylor Jr.
+5551,Sound Designer,Christopher Boyes
+5551,Set Decoration,Richard C. Goddard
+5551,Producer,Andrew Lazar
+5551,Screenplay,Ken Kaufman
+5551,Dialogue Editor,Kimberly Ellen Lowe
+5551,Supervising Sound Editor,Alan Robert Murray
+5551,Dialogue Editor,Lucy Coldsnow-Smith
+5551,Script Supervisor,Mable Lawson-McCrary
+9350,Executive Producer,Mario Kassar
+9350,Makeup Department Head,Jeff Dawn
+9350,Casting,Mindy Marin
+9350,Original Music Composer,Trevor Jones
+9350,Screenplay,Michael France
+9350,Director,Renny Harlin
+9350,Set Decoration,Cynthia Sleiter
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+9350,Production Supervisor,Joel Marx
+9208,Director,John Woo
+9208,Producer,Terence Chang
+9208,Screenplay,Graham Yost
+9208,Executive Producer,Brad Lewis
+9208,Producer,Allison Lyon Segan
+4244,Director,Jon Turteltaub
+4244,Executive Producer,David Willis
+4244,Producer,William M. Elvin
+4244,Producer,Christina Steinberg
+4244,Stunts,Terry Jackson
+4244,Stand In,Duke Faeger
+4244,Grip,R. Dana Harlow
+4244,Original Music Composer,Jason White
+1852,Director,Oliver Stone
+1852,Casting,Mary Vernieu
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+1852,Producer,Stacey Sher
+1852,Casting,Paul Schnee
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+1852,Costume Supervisor,Jonny Pray
+1852,Key Hair Stylist,Suzy Mazzarese-Allison
+11820,Director,Mike Newell
+11820,Producer,Paul Schiff
+11820,Costume Design,Michael Dennison
+76493,Original Music Composer,Erran Baron Cohen
+76493,Director,Larry Charles
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+345,Screenplay,Frederic Raphael
+345,Director of Photography,Larry Smith
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+345,Sound Mixer,Graham V. Hartstone
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+196867,Screenplay,Will Gluck
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+196867,Gaffer,Bill O'Leary
+196867,Hair Department Head,Nathan J. Busch II
+196867,Special Effects Coordinator,Fred Buchholz
+196867,Steadicam Operator,Maceo Bishop
+196867,Visual Effects Editor,Lorena Talpan
+196867,Key Grip,Mitchell Andrew Lillian
+196867,Camera Operator,Andrew Priestley
+196867,Original Music Composer,Greg Kurstin
+196867,Supervising Sound Editor,Jon Wakeham
+196867,Costume Supervisor,Careen Fowles
+196867,Script Consultant,Stanley D. Williams
+256591,Director,Glenn Ficarra
+256591,Director,John Requa
+256591,Writer,John Requa
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+256591,Makeup Department Head,Tania McComas
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+256591,Casting,Tiffany Little Canfield
+256591,Costume Supervisor,Connie Balduzzi
+256591,Property Master,Will Blount
+256591,Camera Operator,Frank Buono
+256591,Camera Operator,Remi Tournois
+256591,Camera Operator,Mitch Dubin
+256591,Set Decoration,Lisa K. Sessions
+256591,Steadicam Operator,Grayson Austin
+256591,Hairstylist,Tony Ward
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+256591,Digital Intermediate,Derek Eby
+59962,Director,McG
+59962,Director of Photography,Russell Carpenter
+59962,Production Design,Martin Laing
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+59962,Art Direction,Eric Fraser
+59962,Producer,Robert Simonds
+59962,Producer,James Lassiter
+59962,Executive Producer,Brent O'Connor
+59962,Executive Producer,Michael Green
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+59962,Set Decoration,Carol Lavallee
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+59962,Production Coordinator,Jennifer Metcalf
+36648,Director,David S. Goyer
+36648,Casting,Ronnie Yeskel
+36648,Technical Supervisor,Deb Asch
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+36648,Makeup Artist,Lisa Love
+36648,Original Music Composer,Ramin Djawadi
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+36648,Key Hair Stylist,Anji Bemben
+36648,Sound Effects Editor,John Joseph Thomas
+36648,Set Costumer,Susan O'Hara
+36648,Visual Effects Producer,Chris Del Conte
+36648,Foley,Alyson Dee Moore
+36648,Music Editor,Alex Gibson
+36648,Production Design,Lucrezia Casta
+36648,Makeup Artist,Sydney Silvert
+36648,Post Production Supervisor,Sara Romilly
+36648,Art Department Coordinator,Lin-Li-Anne Lee
+36648,Construction Coordinator,Chris Claridge
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+36648,Lead Painter,Vern Lavoie
+36648,Sculptor,Jordu Schell
+36648,Sculptor,Max Chickite
+36648,Dialogue Editor,Kira Roessler
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+36648,Visual Effects Supervisor,Joe Bauer
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+36648,Camera Operator,Lou Gruzelier
+36648,Camera Operator,Richard Wilson
+36648,Gaffer,Jeff Upton
+36648,Gaffer,William Kassis
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+36648,Digital Intermediate,Linda Williams
+36648,Transportation Coordinator,Tim Abbatoye
+36648,Script Supervisor,Janet D. Munro
+36648,Unit Publicist,Julia Frittaion
+36648,Best Boy Electric,Chris Cochrane
+36648,CG Supervisor,Jason Crosby
+36648,Propmaker,John Lavell
+36648,Post Production Assistant,Bart Fisher
+36648,First Assistant Director,Pete Whyte
+36648,Location Manager,Lenore Nemani
+36648,Standby Painter,David Pirrie
+36648,Grip,Grant Hamakawa
+36648,Set Dressing Artist,Miya Dube
+36648,Craft Service,Lisa Ahlers
+36648,Production Coordinator,Troy James Miller
+1880,Director,John Milius
+1880,Editor,Thom Noble
+9440,Director,Mike Nichols
+9440,Producer,Neil A. Machlis
+9440,Screenplay,Elaine May
+71679,Director,Paul W.S. Anderson
+71679,Producer,Paul W.S. Anderson
+71679,Editor,Niven Howie
+71679,Costume Design,Wendy Partridge
+71679,Producer,Alexander Dostal
+10483,Director,Paul W.S. Anderson
+10483,Producer,Roger Corman
+10483,Art Direction,Michele Laliberte
+10483,Casting,Robin D. Cook
+10483,Set Designer,Joshu de Cartier
+10483,Camera Operator,François Daignault
+10483,Costume Design,Gregory Mah
+10483,Foley,Steve Baine
+10483,Sound Effects Editor,Alex Bullick
+10483,Sound Re-Recording Mixer,Chris Jenkins
+10483,Set Designer,Raymond Larose
+10483,Assistant Art Director,Félix Larivière-Charron
+10483,Still Photographer,Takashi Seida
+10483,Visual Effects Producer,Julia Neighly
+10483,Sound Effects Editor,Nathan Robitaille
+10483,Sound Recordist,Frank Fleming
+10483,Assistant Art Director,Vincent Aird
+10483,Visual Effects Producer,Karen Kriss
+10483,Camera Operator,Geoffroy Beauchemi
+11412,Editor,William Goldenberg
+11412,Screenplay,Shane Black
+11412,Director,Renny Harlin
+11983,Original Music Composer,Danny Elfman
+11983,Director,Taylor Hackford
+11983,Producer,Taylor Hackford
+6795,Producer,Michael De Luca
+6795,Costume Design,Laura Jean Shannon
+6795,Set Decoration,Lauri Gaffin
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+6795,Art Direction,Richard F. Mays
+6795,Director,Jon Favreau
+6795,Novel,Chris van Allsburg
+6795,Producer,William Teitler
+6795,Screenplay,John Kamps
+6795,Unit Publicist,Paulette Dauber
+550,Executive Producer,Arnon Milchan
+550,Producer,Art Linson
+550,Animation Supervisor,Carlos Saldanha
+550,Director,David Fincher
+550,Screenplay,Jim Uhls
+550,Original Music Composer,John King
+550,Editor,James Haygood
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+550,Art Department Assistant,Dianne Chadwick
+550,Visual Effects Supervisor,Dennis Berardi
+550,Still Photographer,Merrick Morton
+550,Costume Supervisor,Elinor Bardach
+550,Set Costumer,Wendy M. Craig
+550,Production Illustrator,Richard K. Buoen
+550,Set Designer,Luis G. Hoyos
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+550,Greensman,Craig B. Ayers Sr.
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+550,First Assistant Camera,John T. Connor
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+550,Conceptual Design,Josue Clotaire Fleurimond
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+550,Set Production Assistant,Michael Herron
+550,Lighting Technician,Kevin Brown
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+550,Aerial Camera,Robert Mehnert
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+550,Production Controller,Kieran Woo
+550,Location Scout,Jack Robinson
+550,Propmaker,David B. Brenner
+550,Set Medic,Katherine Jones
+550,Systems Administrators & Support,Leon Xiao
+550,Production Accountant,Jim Davidson
+11170,Director,McG
+11170,Executive Producer,Scott Mednick
+11170,Editor,Gregg London
+9292,Editor,Chris Lebenzon
+9292,Editor,Michael Tronick
+9292,Producer,Joel Silver
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+9292,Producer,Michael Dryhurst
+10783,Editor,Barry Malkin
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+10783,Producer,Nora Ephron
+10783,Producer,Andrew Lazar
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+100241,Casting,Tricia Wood
+100241,Executive Producer,Troy Lum
+100241,Executive Producer,David Kern
+100241,Set Decoration,Vanessa Cerne
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+100241,Stunt Coordinator,Chris Anderson
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+100241,Animation,Stewart Alves
+100241,Animation,Shane Hall
+100241,Orchestrator,Jessica Wells
+100241,Makeup Artist,Zoe Saleeba
+100241,Art Department Coordinator,Michelle Venutti
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+257,Casting,Celestia Fox
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+9947,Casting,Dianne Crittenden
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+9947,Director,Rob Bowman
+9947,Executive Producer,Mark Steven Johnson
+9947,Original Music Composer,Christophe Beck
+9947,Makeup Artist,Deborah La Mia Denaver
+9947,Orchestrator,Richard Bronskill
+9947,Director of Photography,Bill Roe
+9947,Costume Design,Lisa Tomczeszyn
+9947,Unit Production Manager,Simon Abbott
+9947,Executive Producer,Brent O'Connor
+9947,Boom Operator,Martin Lacroix
+9947,Writer,Stu Zicherman
+9947,Casting,Michael Hothorn
+9947,Production Manager,Jack L. Murray
+9947,Production Supervisor,Joe Hartwick Jr.
+9947,Hairstylist,Anji Bemben
+9947,Construction Coordinator,Brian Shell
+9947,Art Department Coordinator,Sharon Thompson
+9947,Set Designer,Jay Mitchell
+9947,Additional Photography,Joseph Lederer
+9947,Production Coordinator,Michelle Brattson
+9947,Prosthetic Supervisor,Toby Lindala
+9947,Unit Publicist,Gloria Davies
+9947,Picture Car Coordinator,Rick Rasmussen
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+9947,Visual Effects Editor,Brigitte Daloin
+9947,Makeup Effects,Lance Webb
+9947,Post Production Supervisor,Michael Tinger
+9947,Security,Terence Chase
+9947,Driver,Bruce Callahan
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+9947,Greensman,Josephine Bleuer
+9947,Location Scout,Susan Nestibo
+9947,Steadicam Operator,Stefan von Bjorn
+9947,Post Production Assistant,Chad Buckmaster
+9947,Digital Intermediate,Jenny Brandt
+189,Director,Robert Rodriguez
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+189,Director,Frank Miller
+189,Foley,Catherine Harper
+189,Choreographer,Jennifer D. Johnson
+189,Visual Effects Supervisor,Doug Campbell
+189,Visual Effects Editor,Zack Mazerolle
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+189,Supervising Sound Editor,Brad Engleking
+189,Sound Re-Recording Mixer,Brad Engleking
+189,Visual Effects Editor,Baljot Bhatti
+189,Visual Effects Art Director,Jelmer Boskma
+189,Visual Effects Editor,Anik Seguin
+189,Visual Effects Supervisor,Travis Smith
+189,Visual Effects Producer,Christopher Sinnott
+189,Unit Publicist,Shara Storch
+12618,Director,Sydney Pollack
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+253412,Screenplay,William Nicholson
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+253412,Producer,Eric Fellner
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+253412,Foley,Peter Burgis
+253412,Producer,Brian Oliver
+253412,Director,Baltasar Kormákur
+253412,Executive Producer,Brandt Andersen
+253412,Casting Associate,Alice Searby
+253412,Visual Effects Supervisor,Dadi Einarsson
+253412,Steadicam Operator,Jason Ewart
+253412,Supervising Art Director,Tom Still
+253412,Dolby Consultant,James Shannon
+253412,Still Photographer,Jasin Boland
+253412,Rigging Gaffer,Marco Sticchi
+253412,Visual Effects Coordinator,Jenny King
+253412,Visual Effects Supervisor,Glen Pratt
+253412,Script Supervisor,Zoe Morgan
+253412,Makeup Artist,Annette Field
+253412,Set Decoration,Raffaella Giovannetti
+253412,Assistant Art Director,Gianpaolo Rifino
+253412,Property Master,Sebastiano Murer
+253412,Visual Effects Supervisor,Arne Kaupang
+253412,Visual Effects Producer,Måns Björklund
+253412,3D Supervisor,Oliver Cubbage
+253412,Additional Camera,Shaun Cobley
+253412,Visual Effects Producer,Roma O'Connor
+253412,Researcher,Cécile Bouquet
+253412,Visual Effects Coordinator,Francine Fontaine
+253412,Visual Effects Coordinator,Ines Li
+253412,Visual Effects Coordinator,Caitlin Thomas
+253412,Makeup Artist,Laura Lilley
+253412,First Assistant Camera,Brian Greenway
+253412,First Assistant Camera,Paul Santoni
+253412,ADR & Dubbing,Paula Anhesini
+1427,Screenplay,Bernd Eichinger
+1427,Director,Tom Tykwer
+1427,Original Music Composer,Tom Tykwer
+1427,Original Music Composer,Johnny Klimek
+1427,Screenplay,Andrew Birkin
+1427,Executive Producer,Samuel Hadida
+1427,Executive Producer,Andreas Grosch
+1427,Sound mixer,Matthias Lempert
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+818,Producer,Jennifer Todd
+818,Producer,Demi Moore
+818,Director,Jay Roach
+818,Visual Effects Editor,Craig Alpert
+818,Editor,Jon Poll
+818,Production Design,Rusty Smith
+818,Makeup Artist,Michèle Burke
+818,Makeup Designer,Michèle Burke
+818,Stunts,Charlie Brewer
+818,Foley,Goro Koyama
+818,Executive Producer,Toby Emmerich
+818,Standby Painter,Carmine Goglia
+818,Second Unit,Marco Schnabel
+818,Sound Effects Editor,Cindy Marty
+818,Makeup Artist,Ve Neill
+818,Prosthetic Supervisor,Camille Calvet
+818,Costume Illustrator,Michele Michel
+818,Art Department Coordinator,Carol Kiefer
+818,Greensman,Frank McEldowney
+818,Leadman,Jason Bedig
+818,Loader,Jake Avignone
+818,Visual Effects Producer,Lindsay Hallett
+818,Sound Re-Recording Mixer,Chris Carpenter
+818,Assistant Sound Editor,Bill Burns
+818,Key Hair Stylist,Jeri Baker
+818,Executive Music Producer,Danny Bramson
+818,Costume Supervisor,Hope Slepak
+818,Sound mixer,Steven Morrow
+818,Key Costumer,Ann Foley
+818,Storyboard,Gabriel Hardman
+818,Rigging Gaffer,Jeffrey P. Soderberg
+818,Color Timer,Dan Muscarella
+818,First Assistant Camera,David Eubank
+818,Post Production Assistant,Judith Babcock
+818,Projection,Lou Sumien Jr.
+818,Set Production Assistant,Joel Elliott
+818,CG Animator,Erik Lee
+818,Utility Sound,Kate Lumpkin
+818,Executive in Charge of Finance,Paul Prokop
+818,Negative Cutter,Gary Burritt
+818,Title Designer,Simon Cassels
+16577,Director,David Bowers
+16577,VFX Artist,John Dillon
+329,Director,Steven Spielberg
+329,Orchestrator,Alexander Courage
+329,Producer,Gerald R. Molen
+329,Sound Effects Editor,Tim Holland
+329,Art Direction,William James Teegarden
+329,Casting Associate,Michael Hirshenson
+329,Sound Effects Editor,Teresa Eckton
+329,Foley,Sandina Bailo-Lape
+329,Assistant Director,Michele Panelli-Venetis
+329,Costume Supervisor,Sue Moore
+329,Systems Administrators & Support,William F. Hamilton
+329,Transportation Captain,Hal Lary
+329,Helicopter Camera,David B. Nowell
+329,Visual Effects Editor,Chris O'Connell
+329,Compositors,Brian N. Bentley
+329,Propmaker,Victor Anderson
+329,Location Scout,Rory Enke
+329,Art Direction,John Bell
+329,Editorial Coordinator,David Tanaka
+329,Art Department Coordinator,Caroline Quinn
+329,Grip,Ron Cardarelli
+329,Set Dressing Artist,Janine Cavoto
+329,Driver,Tino Caira
+329,Best Boy Electric,Sid Lucero
+329,Electrician,Roger Thompson
+329,Lighting Technician,Henry Charleston
+329,Production Coordinator,Mark Lohff
+12160,Production Design,Ida Random
+12160,Director,Lawrence Kasdan
+12160,Producer,Jim Wilson
+12160,Editor,Carol Littleton
+12160,Art Direction,Gary Wissner
+12160,Executive Producer,Danso Gordon
+9331,Original Music Composer,James Horner
+9331,Screenplay,Steven Zaillian
+9331,Producer,Mace Neufeld
+9331,Producer,Robert Rehme
+9331,Casting,Mindy Marin
+9331,Director,Phillip Noyce
+9331,Screenplay,Donald Stewart
+9331,Associate Producer,Lis Kern
+300168,Producer,Jackie Chan
+300168,Director,Daniel Lee
+300168,Writer,Daniel Lee
+300168,Art Direction,Jia Neng Huang
+9072,Production Design,Leslie Dilley
+9072,Animatronic and Prosthetic Effects,Keith VanderLaan
+9072,Director,Keenen Ivory Wayans
+9072,Producer,Shawn Wayans
+9072,Art Department Coordinator,Sabine Schoppel
+9072,Casting,Sean Cossey
+9072,Casting,Stuart Aikins
+9072,Editor,Mike Jackson
+9072,Carpenter,Jeff MacIntyre
+9072,Property Master,R.D. 'Luther' Fairbairn
+9072,Set Decoration,Ryan James McGrath
+9072,Carpenter,James Dickson
+9072,Makeup Effects,Brian Sipe
+3536,Director,Jonathan Mostow
+3536,Producer,Dino De Laurentiis
+3536,Special Effects Coordinator,Allen Hall
+9087,Director,Rob Reiner
+12177,Executive Producer,Roger Birnbaum
+12177,Director of Photography,Peter Deming
+12177,Set Decoration,Gordon Sim
+12177,Costume Design,Karen Patch
+12177,Director,Marco Schnabel
+12177,Makeup Artist,Ve Neill
+12177,Music Supervisor,John Houlihan
+12138,Executive Producer,Don Carmody
+12138,Music,George S. Clinton
+12138,Director of Photography,David Franco
+12138,Director,Demian Lichtenstein
+12138,Producer,Demian Lichtenstein
+12138,Producer,Richard Spero
+273248,Director,Quentin Tarantino
+273248,Writer,Quentin Tarantino
+273248,Producer,Stacey Sher
+273248,Producer,Richard N. Gladstein
+273248,Stunt Coordinator,Jeffrey J. Dashnaw
+273248,Foley,Gary A. Hecker
+273248,Visual Effects Coordinator,Lara Perez Takagi
+273248,Costume Supervisor,Jonny Pray
+273248,Art Direction,Benjamin Edelberg
+273248,Sound Designer,Wylie Stateman
+273248,Foley,Rick Owens
+273248,Visual Effects Supervisor,Darren Poe
+273248,Set Costumer,Joshua Coleman
+273248,Visual Effects Editor,Michael Harden
+273248,Post Production Supervisor,Tina Anderson
+273248,Special Effects Supervisor,Stan Parks
+273248,Key Hair Stylist,Barbara Cantu
+273248,Unit Production Manager,Marc A. Hammer
+273248,Wigmaker,Diana Choi
+273248,Special Effects Coordinator,Bruno Van Zeebroeck
+273248,Hair Department Head,Camille Friend
+273248,Art Department Coordinator,Sara Ghaffar
+273248,Special Effects Supervisor,Mike Edmonson
+273248,Visual Effects Coordinator,Megan Louise Smith
+273248,Associate Producer,William Paul Clark
+273248,Digital Intermediate,Billy Hobson
+9955,Set Decoration,Jay Hart
+9955,Original Music Composer,Theodore Shapiro
+9955,Producer,Ben Stiller
+9955,Casting,Juel Bestrop
+9955,Director,Josh Gordon
+9955,Director,Will Speck
+9955,Author,Busy Philipps
+50359,Director,Tim Hill
+50359,Story,Ken Daurio
+50359,Executive Producer,John Cohen
+50359,Screenplay,Brian Lynch
+50359,Post Production Supervisor,Jeannine Berger
+50359,Animation,Joel Foster
+50359,Visual Effects,Aravind Jayaraman
+50359,Storyboard,James Baker
+1271,Editor,William Hoy
+1271,Set Decoration,Paul Hotte
+1271,Visual Effects Supervisor,Colin Strause
+1271,Supervising Art Director,Isabelle Guay
+1271,Production Design,James D. Bissell
+1271,Producer,Gianni Nunnari
+1271,Director,Zack Snyder
+1271,Screenplay,Kurt Johnstad
+1271,Casting,Tamara Notcutt
+1271,Visual Effects Supervisor,Thierry Delattre
+1271,Art Direction,Jean-Pierre Paquet
+1271,Set Designer,Vincent Gingras-Liberali
+1271,Set Designer,Frédéric Amblard
+1271,Sculptor,Lucie Fournier
+1271,Still Photographer,Takashi Seida
+1271,Visual Effects Producer,Gayle Busby
+1271,Visual Effects Supervisor,Ray McIntyre Jr.
+1271,Art Department Coordinator,Helene Lamarre
+1271,Sculptor,Marc Chow
+1271,Special Effects Coordinator,Stephen Gilbert
+1271,Visual Effects Supervisor,Kirsty Millar
+1271,Steadicam Operator,Daniel Sauvé
+1271,Studio Teachers,Jerie McBride
+693,Set Decoration,Sara Andrews
+693,Director,Jay Roach
+693,Producer,Jay Roach
+693,Screenplay,Jim Herzfeld
+693,Screenplay,Marc Hyman
+693,Co-Producer,Jon Poll
+693,Production Design,Rusty Smith
+693,Supervising Sound Editor,George H. Anderson
+693,Special Effects Supervisor,Clay Pinney
+693,First Assistant Camera,Clyde E. Bryan
+693,Dialogue Editor,James Matheny
+693,Costume Supervisor,Marisa Aboitiz
+693,Set Designer,Kevin Cross
+693,Script Supervisor,Wilma Garscadden-Gahret
+693,Unit Publicist,Andrew Lipschultz
+693,Aerial Director of Photography,Kurt E. Soderling
+693,Makeup Effects,Grady Holder
+693,Sound Effects Editor,Jason W. Jennings
+693,Rigging Gaffer,Frank Dorowsky
+693,Picture Car Coordinator,Dennis McCarthy
+693,Post Production Supervisor,Lisa Rodgers
+693,Set Costumer,Fran Allgood
+693,Production Accountant,Michael Morgenthal
+693,Assistant Costume Designer,Lois DeArmond
+693,Animatronic and Prosthetic Effects,Andy Clement
+693,Craft Service,Ted Yonenaka
+693,Stunts,Ross Gallo
+693,Boom Operator,Ryan Ferro
+693,Set Dressing Artist,Adam Braid
+693,Set Production Assistant,Denise Anderson Poore
+693,Best Boy Electric,Scott C. Keys
+14306,Director,David Frankel
+14306,Executive Producer,Joseph M. Caracciolo Jr.
+14306,Set Decoration,Hilton Rosemarin
+14306,Unit Production Manager,Dana Robin
+14306,Best Boy Electric,Steve Reinhardt
+14306,Screenplay,Don Roos
+14306,Sound Effects Editor,Wyatt Sprague
+14306,Transportation Captain,Edward O'Donnell
+14306,Stunt Coordinator,John Cenatiempo
+14306,Stunt Coordinator,G.A. Aguilar
+14306,Cableman,Michael Pisano
+14306,Visual Effects Supervisor,Ray McIntyre Jr.
+14306,Camera Operator,Bob Gorelick
+14306,Casting,Lori Wyman
+14306,Sound Re-Recording Mixer,Tom Fleischman
+14306,Still Photographer,Barry Wetcher
+14306,Picture Car Coordinator,Cyril O'Neil
+14306,Makeup Artist,Tina Earnshaw
+14306,Art Department Coordinator,Cedar Valentine
+14306,Key Hair Stylist,Caridad 'Cuqui' Collazo
+14306,Costume Supervisor,Patricia McLaughlin
+14306,Special Effects Coordinator,J.C. Brotherhood
+14306,Hairstylist,Kelsie Gigandet
+14306,Assistant Editor,William Kruzykowski
+14306,Editorial Production Assistant,Gina Sansom
+14306,Property Master,Philip Schneider
+14306,Book,John Grogan
+14306,Boom Operator,Kevin Santy
+14306,Best Boy Electric,"Jack H. Rose, II"
+14306,Production Coordinator,Ellen Gannon
+14306,Unit Publicist,Linda Colangelo McGhan
+14306,24 Frame Playback,Todd Aron Marks
+497,Casting,Mali Finn
+497,Director,Frank Darabont
+497,Editor,Richard Francis-Bruce
+497,Supervising Art Director,William Cruse
+497,Costume Design,Karyn Wagner
+497,Music Editor,Bill Bernstein
+497,Sound Re-Recording Mixer,Michael Herbick
+497,Camera Operator,David Emmerichs
+497,Dialect Coach,Jessica Drake
+497,Script Supervisor,Susan Malerstein
+497,Key Hair Stylist,Nina Paskowitz
+497,Gaffer,Bobby Burton
+11199,Editor,Stuart H. Pappé
+11199,Original Music Composer,Teddy Castellucci
+11199,Executive Producer,Sharla Sumpter
+11199,Director,Walt Becker
+11199,Screenplay,Brad Copeland
+11199,Music Supervisor,Laura Ziffren
+9982,Additional Dialogue,David Reynolds
+9982,Original Music Composer,John Debney
+9982,Music Editor,Jeff Carson
+9982,Editor,Dan Molina
+9982,Screenplay,Ron J. Friedman
+9982,Screenplay,Ron Anderson
+9982,Associate Producer,Peter Del Vecho
+9982,Director,Mark Dindal
+9982,Casting,Matthew Jon Beck
+9982,Visual Development,Gregory Miller
+9982,Sound Re-Recording Mixer,David E. Fluhr
+9982,Visual Effects Supervisor,Steve Goldberg
+9982,Visual Development,Umakanth Thumrugoti
+9982,Sound Effects Editor,Jeff Sawyer
+9982,Visual Development,Leonard Robledo
+9982,Layout,Thomas Baker
+9982,CG Supervisor,Kyle Odermatt
+9982,Visual Development,Adolph Lusinsky
+9982,Color Timer,Chris DeLaGuardia
+9982,Visual Development,Alessandro Jacomini
+9982,CG Supervisor,Kevin Geiger
+9982,Visual Development,Thomas Cardone
+9982,Visual Development,Karen de Jong
+9982,Visual Development,Kevin Nelson
+210577,Producer,Arnon Milchan
+210577,Original Music Composer,Trent Reznor
+210577,Director,David Fincher
+210577,Sound Designer,Ren Klyce
+210577,Supervising Sound Editor,Ren Klyce
+210577,Set Decoration,Douglas A. Mowat
+210577,Supervising Art Director,Sue Chan
+210577,Producer,Bruna Papandrea
+210577,Makeup Effects,Gary J. Tunnicliffe
+210577,Makeup Department Head,Kate Biscoe
+210577,Editor,Kirk Baxter
+210577,Still Photographer,Merrick Morton
+210577,Screenplay,Gillian Flynn
+210577,Novel,Gillian Flynn
+210577,Costume Supervisor,Cheryl Beasley Blackwell
+210577,Visual Effects Supervisor,Charlie Iturriaga
+210577,Visual Effects Producer,Robin L. D'Arcy
+210577,Set Designer,Barbara Mesney
+210577,Sound Re-Recording Mixer,Michael Semanick
+210577,Digital Intermediate,Matt Blackshear
+210577,Foley,Alyson Dee Moore
+210577,Camera Operator,Peter Rosenfeld
+210577,Greensman,Alex Sessing
+210577,Makeup Artist,Deborah Rutherford
+210577,Visual Effects Supervisor,Eric Barba
+210577,Art Department Coordinator,Michael LaCorte
+210577,Special Effects Coordinator,Ron Bolanowski
+210577,Visual Effects Producer,Gabriela Hickman
+210577,Visual Effects Supervisor,Marco Maldonado
+210577,Foley,Thom Brennan
+210577,Stunts,Jessica Harbeck
+2501,Additional Photography,Don Burgess
+2501,Director of Photography,Oliver Wood
+2501,Editor,Saar Klein
+2501,Director,Doug Liman
+2501,Supervising ADR Editor,Anna MacKenzie
+2501,Marine Coordinator,Jim Pearson
+2501,Sound Effects Editor,Christopher Assells
+2501,Additional Photography,Daniel Mindel
+2501,Costume Design,Pierre-Yves Gayraud
+2501,Author,Robert Ludlum
+2501,Music Supervisor,Julianne Jordan
+2501,Property Master,Karel Vanásek
+2501,Hairstylist,Patrick Girault
+2501,Stunt Coordinator,Martin Hub
+2501,First Assistant Editor,Thomas M. Harrigan
+2501,Set Decoration,Sandrine Mauvezin
+2501,Costume Supervisor,Catherine Boisgontier
+2501,Assistant Art Director,Fanny Stauff
+2501,Sound Re-Recording Mixer,Scott Millan
+2501,ADR Editor,Julie Feiner
+2501,Aerial Director of Photography,Jeremy Braben
+2501,Script Supervisor,Claudine Strasser
+2501,Key Makeup Artist,Jean-Luc Russier
+2501,Production Supervisor,Tink Ten Eyck
+2501,Location Manager,Tommaso Pellicci
+2501,Armorer,Marc Leroyer
+2501,Grip,Damien Auriol
+2501,Construction Coordinator,Alain Darthou
+2501,Painter,Nathalie Sarret
+2501,Standby Painter,Jean-Marc Auriol
+2501,Set Production Assistant,Barbora Ruzicková
+2501,Unit Production Manager,Jenny Panoutsopoulos
+2501,Video Assist Operator,Miroslav Pavlik
+2501,Best Boy Electric,Jan Cermak
+2501,Digital Compositors,Ken Dackermann
+2501,Storyboard,Warren Drummond
+2501,ADR Voice Casting,Vanessa Baker
+2501,Second Assistant Director,Claire Letouze
+2501,Musician,Kevin Connolly
+710,Characters,Ian Fleming
+710,Production Design,Peter Lamont
+710,Supervising Sound Editor,Jim Shields
+710,Costume Design,Lindy Hemming
+710,Casting,Debbie McWilliams
+710,Director,Martin Campbell
+710,Screenplay,Bruce Feirstein
+710,Art Direction,Kathrin Brunner
+710,Sound Re-Recording Mixer,John Hayward
+710,Producer,Michael G. Wilson
+710,Special Effects Supervisor,Chris Corbould
+710,Still Photographer,Keith Hamshere
+710,Camera Operator,Herbert Raditschnig
+710,Armorer,Charles Bodycomb
+710,Sound Re-Recording Mixer,Graham V. Hartstone
+710,Sound Recordist,David John
+710,Gaffer,Bill Pochetty
+710,Gaffer,Steve Foster
+2275,Editor,Glen Scantlebury
+2275,Costume Supervisor,Mark Peterson
+2275,Director,Simon West
+2275,Director of Photography,Peter Menzies Jr.
+2275,Associate Producer,Anson Downes
+2275,Associate Producer,Linda Favila
+2275,Screenplay,Christopher Bertolini
+2275,Associate Producer,Lis Kern
+2275,Co-Producer,Stratton Leopold
+2275,Script Supervisor,Patti Dalzell
+37165,Production Design,Dennis Gassner
+37165,Director,Peter Weir
+37165,Producer,Andrew Niccol
+37165,Writer,Andrew Niccol
+37165,Executive Producer,Lynn Pleshette
+37165,Original Music Composer,Burkhard von Dallwitz
+37165,Sound Effects Editor,Rick Lisle
+9837,Original Music Composer,Hans Zimmer
+9837,Director,Simon Wells
+9837,Director,Steve Hickner
+9837,Director,Brenda Chapman
+9837,Visual Development,Barry E. Jackson
+9837,Visual Development,Luc Desmarchelier
+9837,Visual Effects,John MacFarlane
+9837,Visual Effects,Noe Garcia
+9837,Layout,Harald Kraut
+10708,Producer,John Davis
+10708,Producer,Wyck Godfrey
+10708,Director,Steve Carr
+10708,Screenplay,Geoff Rodkey
+10708,Executive Producer,Heidi Santelli
+10708,Art Direction,Chris Cornwell
+10708,Set Designer,Louisa Bonnie
+10708,Casting Assistant,John Srednicki
+10708,Location Scout,Chris Campbell
+136400,Director of Photography,Oliver Wood
+136400,Producer,Randall Emmett
+136400,Production Design,Beth Mickle
+136400,Director,Baltasar Kormákur
+136400,Co-Producer,Jeff Rice
+136400,Producer,Ross Richie
+136400,Screenplay,Blake Masters
+136400,Producer,Andrew Cosby
+136400,Music Supervisor,Scott Vener
+10992,Original Music Composer,John Debney
+10992,Director,Lawrence Guterman
+10992,Editor,Rick Finney
+10992,Animation,Eric Oliver
+9654,Director of Photography,Wally Pfister
+9654,Executive Producer,Tim Bevan
+9654,Editor,Richard Francis-Bruce
+9654,Stunt Coordinator,Kenny Bates
+9654,Second Unit Cinematographer,Kenny Bates
+9654,Color Timer,Jim Passon
+9654,Director,F. Gary Gray
+9654,Set Decoration,Denise Pizzini
+9654,Screenplay,Wayne Powers
+9654,Producer,Donald De Line
+9654,Sound Effects Editor,Michael Kamper
+9654,Costume Supervisor,John Casey
+9654,Transportation Captain,Shane Greedy
+9654,Steadicam Operator,P. Scott Sakamoto
+9654,Sound Recordist,Frank Fleming
+9654,Visual Effects Producer,Sarah Coatts
+9654,Construction Foreman,Scott E. Handt
+9654,CGI Supervisor,Michael Shand
+9654,Script Supervisor,Rebecca Robertson
+9654,Art Department Coordinator,Beth Bajuk
+9654,Set Costumer,Fran Allgood
+9654,Production Sound Mixer,Douglas B. Arnold
+9654,Stunts,Robin Lynn Bonaccorsi
+9654,Set Decoration,Darlene Salinas
+9654,Storyboard,Chris Buchinsky
+9654,Scoring Mixer,Alan Meyerson
+9654,Painter,Sandro Ercolini
+9654,Set Designer,James R. Bayliss
+9654,Gaffer,Cristiano Giavedoni
+9654,Visual Effects Coordinator,Geoffrey Baumann
+9654,Thanks,Jeff Bowler
+2642,Casting,Ilene Starger
+2642,Director of Photography,László Kovács
+2642,Producer,Sandra Bullock
+2642,Director,Marc Lawrence
+8916,Screenplay,Chris Weitz
+8916,Original Music Composer,Harry Gregson-Williams
+8916,Production Manager,Jane Hartwell
+8916,Thanks,David Lipman
+8916,Director,Eric Darnell
+8916,Producer,Brad Lewis
+8916,Director,Tim Johnson
+8916,Producer,Patty Wooton
+8916,Post Production Supervisor,Erica Frauman
+8916,Music Editor,Adam Milo Smalley
+8916,Thanks,Brad Reinke
+8916,Color Timer,Terry Claborn
+8916,Production Controller,Gary L. Wohlleben
+8916,Art Direction,Kendal Cronkhite
+8916,Lighting Supervisor,Craig Ring
+8916,Visual Effects,Nick Foster
+19899,Director,Peter Billingsley
+2119,Original Music Composer,Hans Zimmer
+2119,Director,Tony Scott
+9641,Music,John Debney
+9641,Producer,Shawn Levy
+9641,Director,Adam Shankman
+9641,Producer,Adam Shankman
+9641,Producer,Jennifer Gibgot
+9641,Editor,Matthew Cassel
+294254,Costume Design,Sanja Milkovic Hays
+294254,Director of Photography,Gyula Pados
+294254,Helicopter Camera,Michael Kelem
+294254,Producer,Joe Hartwick Jr.
+294254,Makeup Designer,Tom Woodruff Jr.
+294254,Director,Wes Ball
+294254,Assistant Costume Designer,Irena Stepic
+294254,Executive Producer,Lindsay Williams
+294254,Executive Producer,T.S. Nowlin
+294254,Screenplay,T.S. Nowlin
+294254,Producer,Lee Stollman
+294254,Sound Designer,Ai-Ling Lee
+294254,Visual Effects Producer,Scott Puckett
+294254,Sound Effects Editor,Bob Kellough
+294254,Gaffer,James R. Tynes
+294254,Animation Director,Shaun Friedberg
+294254,Visual Effects Editor,Rolf Fleischmann
+294254,Casting Associate,Beth Day
+294254,Executive Producer,Edward Gamarra
+294254,Special Effects Coordinator,David Greene
+294254,Makeup Effects,Leonard MacDonald
+294254,Art Direction,Billy W. Ray
+294254,Set Costumer,Rosanna Dill
+294254,Set Costumer,Ashley Edwards
+294254,Set Costumer,Lora McKenny
+294254,Animation,Craig Young
+294254,Creature Design,Ken Barthelmey
+294254,Hairstylist,Janessa Bouldin
+294254,Hairstylist,Reyna Robinson
+294254,Makeup Effects,Daniel Casillas
+294254,Property Master,Brett Andrews
+294254,First Assistant Camera,Sharla Cipicchio
+294254,First Assistant Camera,Daniel Bombell
+294254,First Assistant Camera,Kingslea Bueltel
+38167,Director of Photography,Robert Richardson
+38167,Executive Producer,Brad Pitt
+38167,Choreographer,Zachary Woodlee
+38167,Screenplay,Ryan Murphy
+38167,Director,Ryan Murphy
+38167,Production Design,Bill Groom
+38167,Editor,Bradley Buecker
+5994,Original Music Composer,Danny Elfman
+5994,Producer,Marc Abraham
+5994,Director,Brett Ratner
+5994,Screenplay,David Diamond
+5994,Screenplay,David Weissman
+5994,Producer,Alan Riche
+39514,Producer,Mark Vahradian
+39514,Director,Robert Schwentke
+39514,Story,Warren Ellis
+39514,Writer,Jon Hoeber
+39514,Story,Cully Hamner
+9563,Director,Oliver Stone
+9563,Set Decoration,Ronald R. Reiss
+9563,Producer,Clayton Townsend
+9563,Casting,Billy Hopkins
+9563,Producer,Dan Halsted
+9563,Producer,Lauren Shuler Donner
+9563,Director of Photography,Salvatore Totino
+9563,Art Direction,Derek R. Hill
+9563,Set Decoration,Ford Wheeler
+9563,Dialogue Editor,Kimaree Long
+9563,Sound Re-Recording Mixer,Melissa Sherwood Hofmann
+9563,Sound Effects Editor,Randy Kelley
+9563,Dialogue Editor,Laura Harris Atkinson
+9563,Sound Effects Editor,Hector C. Gika
+9563,Sound Effects Editor,Scott Sanders
+9563,Production Sound Mixer,Peter J. Devlin
+547,Editor,Hank Corwin
+547,Director,Robert Redford
+547,Original Music Composer,Allison Moorer
+547,Producer,Joseph P. Reidy
+547,Producer,Karen Tenkhoff
+1538,Director,Michael Mann
+1538,Editor,Paul Rubell
+1538,Editor,Jim Miller
+1538,Executive Producer,Peter Giuliano
+1538,Stunt Coordinator,Joel Kramer
+1538,Special Effects Coordinator,Thomas L. Fisher
+1538,Assistant Art Director,Aran Mann
+1538,Director of Photography,Paul Cameron
+1538,Art Direction,Daniel T. Dorrance
+1538,Unit Production Manager,Julie Herrin
+1538,Prosthetic Supervisor,Matthew W. Mungle
+1538,Casting Associate,Lindsey Hayes Kroeger
+1538,Visual Effects Producer,Jonah Loop
+1538,Assistant Art Director,Christopher Tandon
+1538,Additional Camera,Sion Michel
+1538,Visual Effects Editor,Ken Blackwell
+1538,Set Costumer,Shoshana Rubin
+1538,Associate Producer,Bryan H. Carroll
+1538,Second Unit Cinematographer,Bryan H. Carroll
+1538,Makeup Artist,Lois Burwell
+1538,Construction Coordinator,Robert A. Blackburn
+1538,Hairstylist,Araxi Lindsey
+1538,Special Effects,Matt Downey
+1538,Visual Effects Supervisor,Robert Rossello
+1538,Transportation Co-Captain,Keith D. Fisher
+1538,Assistant Costume Designer,Terry Anderson
+1538,First Assistant Editor,Alex Hepburn
+1538,Wigmaker,Bob Kretschmer
+1538,Production Sound Mixer,Lee Orloff
+1538,Armorer,Steve Karnes
+1538,Grip,Scott M. Robinson
+1538,Scenic Artist,Christopher Woodworth
+1538,Post Production Supervisor,Robyn-Alain Feldman
+1538,First Assistant Camera,Paul Bode
+1538,Stand In,Bryant Powell
+9334,Art Direction,Doug J. Meerdink
+9334,Producer,Stephen Sommers
+9334,Producer,James Jacks
+9334,Costume Design,John Bloomfield
+9334,Director,Chuck Russell
+9334,Screenplay,William Osborne
+9334,Screenplay,David Hayter
+9334,Editor,Greg Parsons
+11128,Art Direction,Kevin Constant
+11128,Editor,Bud S. Smith
+11128,Editor,M. Scott Smith
+11128,Co-Producer,Chris Salvaterra
+11128,Director,Jay Russell
+11128,Unit Production Manager,Amy Herman
+11128,Production Accountant,Don Miller
+11128,Sound Editor,Paul Timothy Carden
+11128,First Assistant Sound Editor,Aynee Osborn
+11128,Stunts,Roy Farfel
+11128,Costume Supervisor,Catharine Fletcher Incaprera
+11128,Visual Effects Editor,Miller Drake
+11128,Unit Publicist,Peter J. Silbermann
+11128,Helicopter Camera,Ronald Hersey
+11128,Visual Effects Producer,Darin McCormick-Millett
+11128,Rigging Gaffer,Jay Kemp
+11128,Lighting Technician,Austin Cross
+11128,Sound Designer,Thomas O'Neil Younkman
+11128,Sound Mixer,Kirk Francis
+11128,Line Producer,Leigh Simons
+11128,Dialogue Editor,Elizabeth Kenton
+11128,Color Timer,Jeff Smithwick
+11128,Key Hair Stylist,Matt Danon
+11128,Transportation Captain,Gerald Titus
+11128,Additional Camera,Wayne Arnold
+11128,Set Costumer,Lisa Dietrich
+11128,Craft Service,Peter Evangelatos
+11128,Driver,Scott E. Corly
+11128,Transportation Coordinator,Michael Luckeroth
+11128,Electrician,Chris Henry
+11128,Storyboard,Joseph Musso
+75780,Set Decoration,Douglas A. Mowat
+75780,Director,Christopher McQuarrie
+75780,Steadicam Operator,BJ McDonnell
+75780,Camera Operator,BJ McDonnell
+75780,Art Direction,George A. Weimerskirch
+75780,Makeup Department Head,Trefor Proud
+75780,Music Editor,John Finklea
+75780,Sound Re-Recording Mixer,Anna Behlmer
+75780,Visual Effects Editor,Mark Edward Wright
+75780,Hair Department Head,Angel De Angelis
+75780,Assistant Editor,Kris Cole
+75780,Production Coordinator,Lindsay Feldman
+8914,Executive Producer,Bruce Berman
+8914,Editor,Dallas Puett
+8914,Casting Associate,Cassandra Kulukundis
+8914,Editor,Frank J. Urioste
+8914,Production Design,William Sandell
+8914,Stunt Coordinator,R.A. Rondell
+8914,Director,Renny Harlin
+8914,Editor,Derek Brechin
+8914,Supervising Art Director,Bruce Crone
+8914,Art Direction,Héctor Romero
+8914,Hairstylist,Robert L. Stevenson
+8914,Costume Design,Mark Bridges
+8914,Producer,Alan Riche
+8914,Additional Camera,Frederick Iannone
+8914,Makeup Artist,Allan A. Apone
+8914,Visual Effects Supervisor,Jamie Dixon
+8914,Production Office Assistant,Jason D. McGatlin
+8914,Visual Effects Editor,Lincoln Kupchak
+8914,Costume Supervisor,James W. Tyson
+8914,Camera Operator,Leo J. Napolitano
+8914,Prosthetic Makeup Artist,Chad Atkinson
+8914,Sound Re-Recording Mixer,John T. Reitz
+8914,Construction Coordinator,Gary Deaton
+8914,Property Master,Eric J. Bates
+8914,Music Editor,Will Kaplan
+8914,Set Designer,Bill Taliaferro
+8914,Supervising Sound Editor,J. Paul Huntsman
+8914,Script Supervisor,Portia Tickell
+8914,Underwater Camera,Pete Romano
+8914,Visual Effects Supervisor,Jerry Pooler
+8914,Property Master,Jerry Moss
+8914,Visual Effects Producer,Thomas Boland
+8914,Key Hair Stylist,Peter Tothpal
+8914,Assistant Art Director,Ligia Ornelas
+8914,Supervising Sound Editor,Robb Wilson
+8914,Visual Effects Editor,Kevin Clark
+8914,Visual Effects Producer,Scott Dougherty
+8914,Visual Effects Supervisor,Craig A. Mumma
+8914,Animation,Bruce Pearson
+8914,Animation Supervisor,Ken Stranahan
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+8914,Special Effects Coordinator,Sergio Jara
+8914,Production Office Coordinator,Francis Meade Warner
+8914,First Assistant Camera,Frank Flick
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+8914,Projection,Tom Ajar
+8914,Set Production Assistant,Jose Jimenez
+8914,Storyboard,Gary Damian Thomas
+8914,Mechanical Designer,Larry Cheng
+13576,Director,Kenny Ortega
+13576,Costume Design,Zaldy
+39538,Original Music Composer,Cliff Martinez
+39538,Director,Steven Soderbergh
+39538,Director of Photography,Steven Soderbergh
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+39538,Executive Producer,Michael Polaire
+39538,Production Design,Howard Cummings
+39538,Executive Producer,Jonathan King
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+39538,Hairstylist,Kay Georgiou
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+39538,Assistant Art Director,Merje Veski
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+39538,Art Direction,Abdellah Baadil
+39538,Art Department Coordinator,Shari Ratliff
+39538,Hairstylist,Laurel Kelly
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+39538,Art Department Coordinator,Carrie Yiu
+39538,Construction Coordinator,Bruce Hui
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+10628,Executive Producer,Andrew Mason
+10628,Director of Photography,Peter Menzies Jr.
+10628,Director,David McNally
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+14836,Director,Henry Selick
+14836,Screenplay,Henry Selick
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+14836,Animation,Eric Leighton
+14836,Animation,Justin Kohn
+14836,Animation,Brian Demoskoff
+14836,Animation,Chris Tootell
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+14836,Animation,Ian Whitlock
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+14836,Art Direction,Tom Proost
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+14836,Animation,Kevin Glick
+14836,Animation,Michelle Gorski
+14836,Art Department Manager,Dan Krall
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+14836,Art Department Manager,Chris Appelhans
+8645,Director of Photography,Tak Fujimoto
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+8645,Screenplay,M. Night Shyamalan
+8645,Director,M. Night Shyamalan
+8645,Producer,M. Night Shyamalan
+9509,Director,Tony Scott
+9509,Producer,Tony Scott
+9509,Editor,Christian Wagner
+9509,Production Design,Benjamín Fernández
+9509,Conductor,Harry Gregson-Williams
+9509,Camera Operator,César Charlone
+9509,Color Timer,Jim Passon
+9509,Set Decoration,Elli Griff
+9509,Camera Operator,Guillermo Rosas
+9509,Unit Production Manager,Conrad Hool
+9509,Executive Producer,Lance Hool
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+9509,ADR Voice Casting,Barbara Harris
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+9509,Steadicam Operator,Jacques Jouffret
+9509,Key Costumer,Jonny Pray
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+9509,Makeup Artist,Carl Fullerton
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+9509,Researcher,Marcela Fuentes-Berain
+9509,Additional Camera,Luis David Sansans
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+9509,Production Sound Mixer,Willie D. Burton
+9509,Assistant Sound Editor,Melissa Lytle
+9509,Craft Service,Jose Manuel Ballesteros
+9509,Post Production Assistant,Lonnie A. Mathes
+9509,Wigmaker,Marco A. Garcia
+9509,Carpenter,Antonio Lopez Martinez
+9509,Rigging Grip,Alfredo Audel
+9509,Production Accountant,Armando Amador
+9509,Production Office Coordinator,Yuria Goded
+9509,Studio Teachers,Jan Cerwonka
+9509,Unit Manager,Carlos Taibo
+9509,Grip,Salvador De Gante
+10067,Art Direction,Daniel T. Dorrance
+10067,Producer,David Hoberman
+10067,Director,Brian Robbins
+10067,Executive Producer,William Fay
+10067,Author,Geoff Rodkey
+10067,Editor,Ned Bastille
+10067,Executive Producer,Matthew Carroll
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+9384,Casting,Jeanne McCarthy
+9384,Screenplay,John O'Brien
+9384,Set Designer,Roy Barnes
+9384,Unit Production Manager,David Siegel
+9384,Music Supervisor,Randall Poster
+9384,Assistant Art Director,Chad S. Frey
+9384,Set Decoration,Kate J. Sullivan
+9384,Producer,Alan Riche
+9384,Director,Todd Phillips
+9384,Characters,William Blinn
+9384,Producer,William Blinn
+9384,Assistant Director,Michael Viglietta
+9384,Production Coordinator,Nicolas Stern
+9384,Costume Supervisor,Charlene Amateau
+9384,Color Timer,Lee Wimer
+9384,Greensman,Ronald S. Baratie
+9384,Dialogue Editor,Patrick J. Foley
+9384,Picture Car Coordinator,Craig Lietzke
+9384,Sound Effects Editor,Adam Johnston
+9384,Hairstylist,Ginger Damon
+9384,ADR & Dubbing,Joe Dorn
+9384,Propmaker,Jeff Shewbert
+9384,Sound mixer,Lee Orloff
+9384,Gaffer,Brent Poe
+9384,Post Production Assistant,Jeff Schweikart
+9384,Choreographer,Marguerite Pomerhn Derricks
+9384,Executive In Charge Of Production,Mark Scoon
+9384,Location Manager,Michael Neale
+9384,Art Department Coordinator,Joseph Virdone
+9384,Construction Foreman,Brent Regan
+9384,Painter,Ralph Sarabia
+9384,Driver,Hedy Phil Balani
+9384,Scenic Artist,Marion Elliot-Westall
+9279,Producer,Chris Columbus
+9279,Producer,Mark Radcliffe
+9279,Director,Brian Levant
+9279,Producer,Michael Barnathan
+9279,Editor,Wilt Henderson
+1487,Sound Mixer,Mark Holding
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+1487,Sound Effects Editor,Shannon Mills
+1487,Art Direction,Marco Bittner Rosser
+1487,Director,Guillermo del Toro
+1487,First Assistant Editor,Laura Rindner
+1487,Documentation & Support,Javier Soto
+1487,Supervising Art Director,Simon Lamont
+1487,Special Effects Supervisor,Nick Allder
+1487,Sound Recordist,Frédéric Le Louet
+1487,Scoring Mixer,John Kurlander
+1487,Property Master,Michael Lindsay
+1487,Transportation Coordinator,Vaclav Mottl
+1487,Gaffer,Václav Cermak
+1487,Conceptual Design,Yasushi Nirasawa
+1487,Animation,Chuck Duke
+1487,Animation Supervisor,Mauricio Baiocchi
+1487,Video Assist Operator,Michal Chadima
+1487,Unit Manager,Mirka Janatova
+1487,Art Department Coordinator,Lenka Rock
+1487,Grip,Rick Stribling
+1487,Costume Supervisor,Inka Bratková
+1487,Driver,Tony Vizina
+1487,Post Production Assistant,Andrew Havelberg
+1487,Transportation Captain,Jakub Kadlec
+1487,Digital Intermediate,Perry M. Kimura
+1487,Editorial Production Assistant,Jaroslav Dvorák
+1487,Location Manager,Ilt Jones
+1487,Production Supervisor,Ilt Jones
+1487,Production Coordinator,Juan Bronson
+1487,Sound Editor,Tony Mederos
+9422,Director,Steven Zaillian
+9422,Producer,Steven Zaillian
+9422,Production Design,David Gropman
+9422,Producer,Rachel Pfeffer
+9422,Costume Design,Shay Cunliffe
+9422,Script Supervisor,Jane Goldsmith
+77174,Production Design,Nelson Lowry
+77174,Casting,Allison Jones
+77174,Director of Photography,Tristan Oliver
+77174,Director,Sam Fell
+77174,Orchestrator,Kevin Kaska
+77174,Director,Chris Butler
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+77174,Storyboard,Michael Schlingmann
+77174,Animation,Anthony Scott
+77174,Editor,Christopher Murrie
+77174,Producer,Travis Knight
+77174,Animation,Malcolm Lamont
+77174,Animation,Jason Stalman
+77174,Animation,Mike Hollenbeck
+77174,Animation,Dan MacKenzie
+77174,Animation,Anthony Straus
+77174,Animation,Kim Blanchette
+77174,Animation,Jan-Erik Maas
+77174,Animation,Craig Atkinson
+77174,Animation Supervisor,Oliver Jones
+77174,Animation,Florian Perinelle
+77174,Animation,David Pugh
+77174,Art Department Manager,Heidi Smith
+77174,Animation,Aaron Sorenson
+77174,Animation,Eric A. Urban
+77174,Animation,Kevin Walton
+77174,Visual Development,Eric Wachtman
+4824,Original Music Composer,Carter Burwell
+4824,Executive Producer,Hal Lieberman
+4824,Producer,Sean Daniel
+4824,Hairstylist,Eithne Fennel
+4824,Art Direction,John Fenner
+4824,Music Editor,Todd Kasow
+4824,Director,Michael Caton-Jones
+4824,Set Decoration,Kate J. Sullivan
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+4824,Digital Compositors,David S. Williams Jr.
+4824,Dialogue Editor,Michael Haight
+4824,Boom Operator,Paul Cridlin
+4824,Stunt Coordinator,Joe Dunne
+4824,Construction Coordinator,Ray Barrett
+4824,Unit Manager,Michel Chauvin
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+4824,Location Manager,Keith Hatcher
+4824,Production Manager,François Sylvestre
+4824,Unit Publicist,Sandy O'Neill
+4824,Assistant Costume Designer,Lorraine Z. Calvert
+4824,Carpenter,Stephen McGregor
+4824,Camera Technician,Arwell Roberts
+4824,CG Supervisor,Ole Dieter Sturm
+4824,Transportation Coordinator,Dick Moore
+4824,Music Supervisor,Paul Gillon
+4824,Visual Effects Coordinator,Tricia Owen
+9620,Author,Philip K. Dick
+9620,Director of Photography,Jeffrey L. Kimball
+9620,Casting,Mindy Marin
+9620,Production Design,William Sandell
+9620,Director,John Woo
+9620,Producer,John Woo
+9620,Supervising Sound Editor,Per Hallberg
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+9620,Production Manager,Casey Grant
+9620,Producer,Michael Hackett
+9620,Special Effects Coordinator,Al Di Sarro
+9620,Executive Producer,Stratton Leopold
+9620,Dialogue Editor,Mike Szakmeister
+9620,Additional Camera,Lance Fisher
+9620,Greensman,Dave Emmonds
+9620,Visual Effects Producer,Denise Davis
+9620,Camera Operator,Ciaran Kavanagh
+9620,CG Supervisor,Rusty Ippolito
+9620,3D Supervisor,Conrad Dueck
+9620,Construction Coordinator,Craig Henderson
+9620,Production Illustrator,Brent Boates
+9620,Rigging Gaffer,Bruce Borland
+9620,Assistant Editor,Kris Cole
+9620,Co-Producer,Caroline Macaulay
+9620,Music Editor,Sally Boldt
+9620,First Assistant Editor,Carolle Alain
+9620,Production Accountant,Maryjane Layani
+9620,Conceptual Design,Natasha Rand
+9620,Leadman,Pat Waller
+9620,Carpenter,Janice Lynn Coats
+9620,Craft Service,Jason Ybarra
+9620,Digital Effects Supervisor,Patrick Kavanaugh
+9620,Stunts,Mark Aisbett
+9620,Lighting Artist,Alex Murtaza
+9620,Lighting Technician,Dave Roughley
+9620,Production Coordinator,Jasmine Barry
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+9302,Music,Thomas Newman
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+9302,Director,Jon Avnet
+10199,Casting,Debra Zane
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+10199,Director,Sam Fell
+10199,Sound Designer,Jon Title
+10199,Music Editor,Peter Myles
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+10199,Lead Animator,Matt Everitt
+10199,Music Supervisor,Kathy Nelson
+10199,Editor,Claire Dodgson
+10199,Associate Editor,Claire Dodgson
+10199,Story,Gary Dunn
+10199,Story,Len Morganti
+10199,Sound Designer,Ian Bender
+10199,Production Design,Evgeni Tomov
+10199,Character Designer,Evgeni Tomov
+10199,Visual Effects Supervisor,Barry Armour
+10199,Story,Darren Vandenburg
+10199,Associate Producer,Peiyu Foley
+10199,Lead Animator,Bart Boirot
+10771,Screenplay,Michael J. Leeson
+10771,Story,Michael J. Wilson
+10771,Director,Kevin Donovan
+10771,Makeup Artist,Leslie A. Sebert
+10771,Art Direction,Nigel Churcher
+10771,Costume Supervisor,Mia Sturup
+3512,Casting,Louis DiGiaimo
+3512,Characters,J. F. Lawton
+3512,Production Design,Albert Brenner
+3512,Producer,Steve Perry
+3512,Costume Design,Richard Bruno
+3512,Director of Photography,Robbie Greenberg
+3512,Screenplay,Richard Hatem
+3512,Director,Geoff Murphy
+137094,Producer,Mace Neufeld
+137094,Music,Patrick Doyle
+137094,Director,Kenneth Branagh
+137094,Producer,David Barron
+137094,Producer,Mark Vahradian
+137094,Director of Photography,Haris Zambarloukos
+137094,Production Design,Andrew Laws
+137094,Executive Producer,Dana Goldberg
+137094,Characters,Tom Clancy
+137094,Art Direction,Dean Clegg
+137094,Producer,Alexander Dostal
+137094,Executive Producer,Tommy Harper
+137094,Producer,David Ready
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+137094,Script Supervisor,Zoe Morgan
+137094,Visual Effects Supervisor,Matt Johnson
+274479,Set Decoration,Heather Loeffler
+274479,Costume Design,Michael Wilkinson
+274479,Producer,Jonathan Gordon
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+274479,Director,David O. Russell
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+274479,Sound Designer,Jay Nierenberg
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+274479,Costume Supervisor,Virginia Johnson
+274479,Sound Effects Editor,Chris Diebold
+274479,Dialogue Editor,Sean Massey
+274479,Visual Effects Producer,Max Leonard
+274479,Visual Effects Supervisor,Gregory D. Liegey
+274479,Hair Department Head,Lori McCoy-Bell
+274479,Hair Designer,Lori McCoy-Bell
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+274479,VFX Supervisor,Dan Schrecker
+274479,Sound Designer,Jason King
+274479,ADR & Dubbing,Derek Casari
+274479,Assistant Costume Designer,Meghan Kasperlik
+274479,Executive Producer,John Fox
+274479,Second Unit Cinematographer,Davon Slininger
+274479,Casting Associate,Marisol Roncali
+274479,Casting Associate,Rebecca Dealy
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+274479,ADR & Dubbing,Will Schillinger
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+267860,Art Direction,Aradhana Seth
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+267860,Art Direction,Robyn Paiba
+267860,Art Direction,Nick Dent
+267860,Director,Babak Najafi
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+267860,Screenplay,Katrin Benedikt
+267860,Story,Katrin Benedikt
+267860,Story,Creighton Rothenberger
+267860,Camera Operator,Martin Balkanski
+267860,Set Costumer,Georgi Petrov Yakimov
+267860,Still Photographer,Jack English
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+267860,Visual Effects Producer,Sarah Wormsbecher
+267860,Visual Effects Editor,Nikolay Pachov
+267860,Dialogue Editor,Jeff Richardson
+267860,Rigging Gaffer,Pavel Mitov
+267860,Sound Effects Editor,Joe Beal
+267860,Camera Operator,Ivan Vatsov
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+267860,Casting Associate,Emma Gunnery
+267860,Visual Effects Coordinator,Georgi Garnevski
+267860,Visual Effects Coordinator,Yuliya Manolova
+267860,Visual Effects Coordinator,Svetoslav Mitev
+267860,Visual Effects Coordinator,Emil Radkov
+267860,Armorer,David Bayliss
+267860,Gaffer,Jim Beeby
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+267860,Visual Effects Editor,Daniel Ivanov
+267860,Visual Effects Coordinator,Iveta Tsvetkova
+267860,Foley,Catherine Thomas
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+8078,Set Decoration,John M. Dwyer
+8078,Producer,Walter Hill
+8078,Director,Jean-Pierre Jeunet
+8078,Art Direction,Andrew Neskoromny
+8078,Special Effects Coordinator,Eric Allard
+8078,Production Design,Nigel Phelps
+8078,Set Designer,Maya Shimoguchi
+8078,Producer,Bill Badalato
+8078,Visual Effects Supervisor,Erik Henry
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+8078,Visual Effects Supervisor,Richard E. Hollander
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+8078,Visual Effects Producer,Susan Zwerman
+8078,Underwater Camera,Pete Romano
+8078,Publicist,Rachel Aberly
+8078,Makeup Artist,Bill Myer
+8078,Sound Effects Designer,Paul Urmson
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+8078,Best Boy Electric,Michael Arvanitis
+8078,Assistant Editor,Liza Sullivan
+7485,Director,Antoine Fuqua
+7485,Sound Re-Recording Mixer,Michael Herbick
+7485,Stunts,Karin Silvestri
+170687,Music,Dario Marianelli
+170687,Director,Anthony Stacchi
+170687,Director,Graham Annable
+170687,Novel,Alan Snow
+170687,Animation,Joon Soo Song
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+170687,Animation,Malcolm Lamont
+170687,Animation,Chris Tootell
+170687,Producer,David Bleiman Ichioka
+170687,Animation,Adam Fisher
+170687,Animation,Mike Hollenbeck
+170687,Animation,Adam Lawthers
+170687,Animation,Kevin Parry
+170687,Animation,Philippe Tardif
+170687,Animation,Ian Whitlock
+170687,Music Supervisor,Maggie Rodford
+170687,Editorial Coordinator,Dave Davenport
+170687,Sculptor,Benjamin William Adams
+170687,Set Designer,Polly Allen Robbins
+170687,Set Designer,Carl B. Hamilton
+170687,Editorial Manager,Trevor Cable
+170687,Visual Effects Editor,Todd Gilchrist
+170687,Visual Effects Coordinator,Claudia Amatulli
+170687,Music Editor,James Bellany
+6435,Original Music Composer,Alan Silvestri
+6435,Executive Producer,Bruce Berman
+6435,Director,Griffin Dunne
+6435,Still Photographer,Suzanne Tenner
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+6435,Novel,Alice Hoffman
+6435,Production Design,Robin Standefer
+6435,Production Sound Mixer,Richard Bryce Goodman
+6435,Sound Re-Recording Mixer,Gregory H. Watkins
+6435,Boom Operator,Jeffrey A. Humphreys
+6435,Dialogue Editor,Jac Rubenstein
+6435,Camera Operator,Chris Haarhoff
+6435,Steadicam Operator,Chris Haarhoff
+6435,Music Supervisor,Danny Bramson
+137106,Executive Producer,Michael Uslan
+137106,Producer,Roy Lee
+137106,Director,Phil Lord
+137106,Screenplay,Phil Lord
+137106,Modeling,Michael Chang
+137106,Director,Christopher Miller
+137106,Layout,Tim Gaul
+137106,Co-Producer,John Powers Middleton
+137106,Lighting Artist,Ross Anderson
+137106,Lighting Artist,Shane Aherne
+137106,Animation,Nicklas Andersson
+137106,Animation,Sven Assmuss
+137106,Lighting Technician,Simon Bunker
+137106,Animation,Blair Burke
+137106,Modeling,John Cochrane
+137106,Animation,Jérôme Dernoncourt
+137106,Lighting Artist,Rachael Dunk
+137106,Animation,Chris Ebeling
+137106,Animation,Matt Farell
+137106,Animation,Tim Gibson
+137106,Lighting Artist,Carine Gillet
+137106,Lighting Artist,Natalia Gubareva
+137106,Lighting Artist,Herbert Heinsche
+137106,Animation,Andrew Hunt
+137106,Lighting Artist,Timothy Kenyon
+10040,Producer,Sandra Bullock
+10040,Director of Photography,Peter Menzies Jr.
+10040,Screenplay,Marc Lawrence
+10040,Music,John Van Tongeren
+10040,Director,John Pasquin
+10040,Producer,Mary McLaglen
+10040,Special Effects Coordinator,Allen Hall
+6278,Producer,Roger Birnbaum
+6278,Producer,Lili Fini Zanuck
+6278,Sound Effects Editor,Jon Olive
+6278,Director,Rob Bowman
+6278,Production Accountant,David Murphy
+6278,Art Department Assistant,Michael Higgins
+6278,Executive Producer,Jonathan Glickman
+6278,Screenplay,Matt Greenberg
+6278,Assistant Art Director,Julie Busher
+6278,Unit Production Manager,Mary Alleguen
+6278,Editor,Declan McGrath
+6278,Stunt Coordinator,James Bamford
+6278,Co-Producer,Chris Chrisafis
+6278,Sound Re-Recording Mixer,Craig Irving
+6278,Aerial Coordinator,Julian Spencer
+6278,Co-Producer,Dean Zanuck
+6278,Set Designer,Tom Still
+6278,Makeup Artist,Lynn Johnson
+6278,Makeup Designer,Ailbhe Lemass
+6278,Visual Effects Producer,Camille Cellucci
+6278,Unit Publicist,Gerry Lundberg
+6278,Storyboard,Robert Consing
+6278,Visual Effects Supervisor,Richard R. Hoover
+6278,Hairstylist,Dee Corcoran
+6278,Production Manager,Stewart Bethune
+6278,Production Coordinator,Jill Christensen
+6278,Lead Animator,Atsushi Sato
+6278,Standby Painter,Lyndon Johnston
+6278,Carpenter,Darren Hayward
+6278,Driver,Eamonn Murphy
+6278,Post Production Assistant,Michele Mehaffey
+6278,Stand In,Owen Magle
+6278,Digital Compositors,Arthur Argote
+6278,Assistant Property Master,Dave Midson
+6278,Musician,Steve Mair
+82682,Supervising Art Director,Austin Gorg
+82682,Editor,James Herbert
+82682,Producer,Kevin McCormick
+82682,Construction Coordinator,Bryan Belair
+82682,Director,Ruben Fleischer
+82682,ADR & Dubbing,Kimberly Harris
+82682,Script Supervisor,Kerry Lyn McKissick
+82682,Dialogue Editor,David V. Butler
+82682,Visual Effects Producer,Christina Graff
+82682,Digital Intermediate,Bruce Lomet
+82682,Sound Re-Recording Mixer,Jon Taylor
+82682,Visual Effects Supervisor,Ariel Velasco-Shaw
+82682,Unit Publicist,Gabriela Gutentag
+82682,Location Manager,Robin Citrin
+82682,Hairstylist,Kim Santantonio
+82682,Property Master,Guillaume DeLouche
+82682,Dialogue Editor,Teri E. Dorman
+82682,Hairstylist,Sacha Quarles
+82682,Makeup Artist,Iraina Crenshaw
+82682,Greensman,Joshua Borgese
+82682,Greensman,David Hernandez
+17610,Director,Harold Ramis
+17610,Producer,Harold Ramis
+17610,Music,Theodore Shapiro
+17610,Executive Producer,Rodney Rothman
+17610,Screenplay,Gene Stupnitsky
+17610,Producer,Laurel A. Ward
+22954,Director,Clint Eastwood
+22954,Executive Producer,Morgan Freeman
+22954,Director of Photography,Tom Stern
+22954,Producer,Mace Neufeld
+22954,Executive Producer,Roger Birnbaum
+22954,Producer,Robert Lorenz
+22954,Original Music Composer,Kyle Eastwood
+22954,Art Direction,Jonathan Hely-Hutchinson
+22954,Executive Producer,Tim Moore
+22954,Screenplay,Anthony Peckham
+22954,Editor,Gary D. Roach
+22954,Author,John Carlin
+22954,Still Photographer,Keith Bernstein
+22954,Assistant Director,Donald Murphy
+16995,Cinematography,Rodrigo Prieto
+16995,Producer,Eric Fellner
+16995,Director,Kevin Macdonald
+16995,Editor,Justine Wright
+16995,Screenplay,Billy Ray
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+16995,Teleplay,Paul Abbott
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+16558,Director,Tony Gilroy
+16558,Producer,Laura Bickford
+9849,Director,Donald Petrie
+9849,Producer,Jerry Leider
+5820,Production Design,Andrew McAlpine
+5820,Casting,Robin D. Cook
+5820,Director,Clark Johnson
+5820,Novel,Gerald Petievich
+5820,Set Decoration,Carolyn 'Cal' Loucks
+5820,Art Direction,Rocco Matteo
+5820,Still Photographer,Doane Gregory
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+5820,Key Hair Stylist,Diana Ladyshewsky
+5820,Music Supervisor,Evyen Klean
+16866,Director,Jorge Blanco
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+16866,Director,Javier Abad
+16866,Director,Marcos Martínez
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+201,Costume Design,Robert Blackman
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+11775,Producer,Brian Grazer
+11775,Director,Joel Coen
+11775,Editor,Joel Coen
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+11775,Executive Producer,James Jacks
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+11775,Sound Re-Recording Mixer,Greg Orloff
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+87825,Producer,Clint Eastwood
+87825,Production Design,James J. Murakami
+87825,Original Music Composer,Marco Beltrami
+87825,Director,Robert Lorenz
+87825,Producer,Robert Lorenz
+87825,Art Direction,Patrick M. Sullivan Jr.
+87825,Gaffer,Ross Dunkerley
+12201,Costume Design,Lindy Hemming
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+12201,Producer,Michael Wearing
+12201,Makeup Effects,Howard Berger
+12201,Makeup Artist,Rob Fitz
+12201,Makeup Department Head,Felicity Bowring
+12201,Construction Coordinator,Steve Callas
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+12201,Steadicam Operator,Peter McCaffrey
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+12201,Hairstylist,Kelvin R. Trahan
+12201,Hairstylist,Cathrine A. Marcotte
+12201,Art Department Coordinator,Carly Serodio
+12201,Sound Effects Editor,Kevin Murray
+12201,Second Unit Cinematographer,John Mahaffie
+12201,Still Photographer,Macall B. Polay
+12201,Set Costumer,Myron Baker
+12201,Script Supervisor,Lisa Arnone
+11015,Production Design,Philip Harrison
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+11015,Novel,Lincoln Child
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+11015,Assistant Art Director,Gary Baugh
+11015,Set Costumer,Joyce Kogut
+11015,Costume Supervisor,Elinor Bardach
+11015,Transportation Coordinator,Robert Neilson
+11015,Camera Technician,David Norris
+11015,Publicist,Amanda Brand
+11015,Camera Operator,George Kohut
+11015,First Assistant Sound Editor,Robert Batha
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+11015,Color Timer,Phil Hetos
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+11015,Visual Effects Editor,Clark Campbell
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+11015,Transportation Captain,Keith Dillin
+11015,Construction Foreman,Ciro Vuoso
+11015,Sculptor,Christoph Rittershausen
+11015,Property Master,David J. Chamerski
+11015,Stand In,Jeff Bruno
+11015,Video Assist Operator,Cara Latzel
+11015,3D Animator,Mike Amron
+9932,Director,Harold Ramis
+9932,Music,David Holmes
+9932,Producer,Jane Rosenthal
+13389,Director,Jon Avnet
+8838,Producer,Brian Grazer
+8838,Additional Music,Carter Burwell
+8838,Key Makeup Artist,Leonard Engelman
+8838,Director,Harold Becker
+8838,Assistant Art Director,Lauren E. Polizzi
+8838,Art Direction,Steve Saklad
+8838,Novel,Ryne Douglas Pearson
+8838,Co-Producer,Paul Neesan
+8838,Casting Associate,Elizabeth Marx
+8838,Post Production Supervisor,Karen Snow
+8838,Carpenter,Ray Gardner
+8838,Art Department Coordinator,Robert Blasi
+8838,Sound Mixer,Gregg Landaker
+8838,Music Editor,Cliff Kohlweck
+8838,Foley,Kevin Bartnof
+8838,Transportation Coordinator,Michael Menapace
+8838,Video Assist Operator,Michael J. Hogan
+8838,Makeup Artist,Gerald Quist
+8838,Seamstress,Jane Blank
+8838,Set Decoration Buyer,Carl Catanese
+8838,Craft Service,Raymond Bulinski
+8838,Visual Effects Coordinator,Julie Creighton
+8838,Propmaker,Fred Apolito
+8838,First Assistant Camera,Alan R. Disler
+8838,Set Production Assistant,Anne Berger
+8838,Set Medic,Ross L. Kulma
+8838,Art Department Assistant,Brandon Haug
+8838,Set Dressing Artist,Anthony Barracca
+8838,Camera Loader,Kathryn Roberts
+8838,Projection,John Marston
+8838,Stunts,Ritchie Copenhaver
+8838,Utility Stunts,Spitfire Brown
+8838,Visual Effects Editor,Brett De Carroll
+8838,Visual Effects Producer,Tom Kennedy
+17332,Screenplay,Susannah Grant
+17332,Executive Producer,Patricia Whitcher
+17332,Producer,Gary Foster
+17332,Director,Joe Wright
+17332,Still Photographer,François Duhamel
+4958,Director of Photography,Michael Ballhaus
+4958,Director,Robert Redford
+4958,Production Design,Stuart Craig
+4958,Set Decoration,Michael Seirton
+4958,Executive Producer,Karen Tenkhoff
+4958,Art Direction,W. Steven Graham
+4958,Screenplay,Jeremy Leven
+4958,Producer,Chris Brigham
+4958,Hairstylist,Wayne Herndon
+4958,Makeup Artist,Deborah K. Larsen
+4958,Hair Department Head,Bunny Parker
+4958,Set Costumer,Linda N. Robinson
+786,Producer,Ian Bryce
+786,Costume Design,Betsy Heimann
+786,Director,Cameron Crowe
+786,Producer,Cameron Crowe
+786,Producer,Lisa Stewart
+786,Producer,Marty P. Ewing
+786,Original Music Composer,Nancy Wilson
+9513,Producer,John Davis
+9513,Screenplay,Joel Cohen
+9513,Director of Photography,Peter Lyons Collister
+9513,Director,Tim Hill
+9513,Executive Producer,Brian Manis
+9513,Compositors,Brendan Harris
+11679,Editor,Mark Goldblatt
+11679,Music Editor,Bill Abbott
+11679,Director,Lee Tamahori
+11679,Art Direction,Stella Vaccaro
+11679,Executive Producer,Derek Dauchy
+11679,Executive Producer,Todd Garner
+11679,Executive Producer,Rob Cohen
+11679,Production Design,Gavin Bocquet
+11679,Music Supervisor,Darren Higman
+11679,Makeup Artist,Allan A. Apone
+11679,Stunts,Laura Albert
+11679,Supervising Sound Editor,Tom Bellfort
+11679,Art Department Coordinator,Charlie Campbell
+11679,Visual Effects Editor,Steve Ansell
+11679,Script Supervisor,Luca Kouimelis
+11679,Visual Effects Producer,Stephanie Hornish
+11679,Property Master,C.J. Maguire
+11679,Wigmaker,Victoria Wood
+11679,Key Hair Stylist,Catherine Childers
+11679,Hair Department Head,Beth Miller
+11679,Propmaker,Steve Burnes
+11679,Sequence Supervisor,Tom Martinek
+11679,Location Scout,Liz Matthews
+11679,Production Accountant,Alison Harstedt
+11679,Painter,Peter Oktavec
+11679,Set Dressing Artist,Bart Barbuscia
+11679,Production Controller,Alison Cannon
+11679,Set Decoration Buyer,Emily Crupper
+11679,First Assistant Camera,Tony Olivieri
+11679,Grip,Matthew J. Barden
+11679,Costume Supervisor,Charmaine Nash Simmons
+11679,Driver,Thomas Garris
+11679,Visual Effects,George Stevens
+38321,Producer,Michael De Luca
+38321,Costume Design,Ha Nguyen
+38321,Producer,Joshua Donen
+38321,Director,Scott Stewart
+14411,Writer,John Logan
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+14411,Director,Tim Johnson
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+14411,Director,Patrick Gilmore
+14411,Sound Effects Editor,Ronald Eng
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+14411,Animation,Trey Thomas
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+14411,Assistant Editor,Paul Carrera
+8413,Director,Paul W.S. Anderson
+8413,Producer,Lloyd Levin
+8413,Original Music Composer,Michael Kamen
+8413,Casting,Ros Hubbard
+8413,Supervising Art Director,Malcolm Middleton
+8413,Writer,Philip Eisner
+8413,Executive Producer,Colin Brown
+8413,Art Direction,Mark Harris
+8413,Music Editor,Graham Sutton
+8413,Dialogue Editor,Nick Lowe
+8413,Script Supervisor,Jo Beckett
+8413,Steadicam Operator,Alf Tramontin
+8413,Hairstylist,Nuala Conway
+8413,Makeup Effects,Pauline Fowler
+8413,Makeup Effects,Waldo Mason
+8413,Art Department Coordinator,Sara-Jane Valentine
+8413,Music Editor,Christopher Brooks
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+8413,Visual Effects Supervisor,Richard Yuricich
+8413,Dialogue Editor,Tony Message
+8413,Dialogue Editor,Brigitte Arnold
+8413,Special Effects Supervisor,Clive Beard
+10052,Production Design,Linda DeScenna
+10052,Director,Tom Shadyac
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+10052,Executive Producer,Michael Bostick
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+10052,Music Editor,Jeff Carson
+10052,Editor,Don Zimmerman
+10052,Art Direction,James Nedza
+10052,Sound Re-Recording Mixer,Greg P. Russell
+10052,Assistant Art Director,Sally Thornton
+10052,Supervising Sound Editor,Michael Hilkene
+10052,Script Supervisor,Susan Bierbaum
+10052,Sound Effects Editor,Avram D. Gold
+10052,Hairstylist,Laine Trzinski
+10052,Makeup Artist,Chantal Boom'la
+10052,First Assistant Camera,Reggie Newkirk
+10052,Gaffer,Jeff Gatesman
+10052,Rigging Grip,Kim Heath
+9676,Director,Brian De Palma
+9676,Casting,Lucy Boulting
+9676,Costume Design,Jenny Beavan
+9676,Camera Operator,Larry McConkey
+9676,Construction Coordinator,David T. Cannon
+9676,Costume Supervisor,Marisa Aboitiz
+9676,Stunt Coordinator,Amir Khalighi
+9676,Steadicam Operator,Jaromir Sedina
+9676,Visual Effects Supervisor,Mark Dornfeld
+9676,Gaffer,Nimi Getter
+9676,Unit Publicist,Alisa Buckley
+9676,Camera Operator,Neven Mihailova
+9676,Hairstylist,Rosica Canovska
+9676,Hairstylist,Barbara Olvera
+9676,Hairstylist,Carol Pershing
+9676,Assistant Art Director,Ray Yamagata
+9676,Visual Effects Producer,Michele Ferrone
+9676,Set Costumer,Jill Korengold
+9676,Transportation Coordinator,John W. Barbee
+9664,Casting,Daniel Hubbard
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+9664,Producer,Dean Devlin
+9664,Makeup Artist,Carmel Jackson
+9664,Hairstylist,Lorna McGowan
+9664,Set Decoration,Eliza Solesbury
+9664,Production Design,Charles Wood
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+9664,Executive Producer,James Clayton
+9664,Producer,Marc Frydman
+9664,Visual Effects Supervisor,Peter Chiang
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+9664,Visual Effects Supervisor,Johnny Lockwood
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+9664,Sound Effects Editor,Jed Loughran
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+9664,Camera Operator,Graham Hall
+9664,Visual Effects Coordinator,Laura Miles
+9664,First Assistant Editor,Tania Clarke
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+9664,CG Supervisor,Alex Wuttke
+9664,Armorer,Simon Neville
+9664,Gaffer,Larry Randall
+9664,Animation,Nicholas Symons
+9664,Hairstylist,Patrice Iva
+2100,Art Direction,Lawrence A. Hubbs
+2100,Casting,Deborah Aquila
+2100,Editor,Kevin Stitt
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+2100,Director,Rod Lurie
+2100,Production Design,Eloise Crane Stammerjohn
+10384,Director,Walter Hill
+10384,Casting,Mary Jo Slater
+10384,Costume Design,Bob Ringwood
+10384,Production Design,Marek Dobrowolski
+10384,Sculptor,Fred Arbegast
+10384,Set Designer,Domenic Silvestri
+10384,Assistant Art Director,Scott Meehan
+10384,Director,Jack Sholder
+10384,Visual Effects Producer,Daniel Chuba
+10384,Set Designer,Karl J. Martin
+10384,Producer,Jamie Dixon
+10384,Visual Effects Supervisor,Jamie Dixon
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+10384,Dialogue Editor,Paul Timothy Carden
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+10384,Visual Effects Producer,Julian Levi
+10384,Sculptor,David James
+10384,Set Designer,Lauren Cory
+10384,Set Designer,Luis G. Hoyos
+10384,Set Designer,Kristen Pratt
+10384,Sound Designer,Sean Garnhart
+10384,Dialogue Editor,Barney Carden
+10384,Dialogue Editor,Dave Kulczycki
+10384,Music Editor,Terry Delsing
+137321,Editor,Tim Squyres
+137321,Director,Akiva Goldsman
+137321,Producer,Akiva Goldsman
+123553,Producer,Robert Kulzer
+123553,Director,Harald Zwart
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+123553,Cinematography,Geir Hartly Andreassen
+123553,Writer,Cassandra Clare
+123553,Animation,Anthony Rizzo
+11260,Executive Producer,Arnon Milchan
+11260,Production Design,Clay A. Griffith
+11260,Casting,Juel Bestrop
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+11260,Sound Mixer,Richard Bryce Goodman
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+11260,Art Department Coordinator,Angela Stauffer
+11260,Special Effects,Earl A. Hibbert
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+11260,Location Manager,Michael Kriaris
+9009,Casting,Mali Finn
+9009,Director,Walter Salles
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+9009,Casting,Carole Tarlington
+11374,Director of Photography,John Schwartzman
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+11374,Director,Ron Howard
+11374,Editor,Mike Hill
+2309,Director of Photography,Roger Pratt
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+2309,Director,Iain Softley
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+2309,Producer,Cornelia Funke
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+2309,Art Direction,Andrea Faini
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+8285,Screenplay,Frank Miller
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+8285,Producer,Deborah Del Prete
+8285,Casting,Tricia Wood
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+210860,Director,David Koepp
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+210860,Hair Department Head,Gloria Pasqua Casny
+210860,Production Design,James Merifield
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+9839,Location Manager,Somchai Santitharangkun
+9839,Production Coordinator,Angela Phillips
+381902,Director,Soi Cheang
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+13922,Supervising ADR Editor,Val Kuklowsky
+13922,Costume Supervisor,Kerry Thompson
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+13922,Script Supervisor,Pamela Willis
+13922,ADR Editor,Mark Gordon
+13922,Art Department Coordinator,Tricia McInally
+13922,Sound Effects Designer,Miguel Rivera
+13922,Unit Publicist,Emma Cooper
+13922,Chief Lighting Technician,Michael Adcock
+13922,Makeup Artist,Anita Lowe
+13922,Script Supervisor,Chris O'Connell
+13922,Location Manager,Jamie McLennan
+13922,Stunt Coordinator,Chris Anderson
+13922,Sound Effects Designer,Brian W. Jennings
+13922,Hairstylist,Chiara Tripodi
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+13922,Special Effects Coordinator,Gabriella Nagy
+13922,Still Photographer,Pierre Vinet
+13922,Script Researcher,Cassandra Barbour
+13922,Unit Manager,Brendon 'Moose' Boyd
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+13922,Best Boy Electric,Mark Glindeman
+13922,ADR Editor,Gillian Johnson
+13922,Orchestrator,Gordon Goodwin
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+293660,Production Design,Sean Haworth
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+293660,Storyboard,Jay Oliva
+293660,Art Direction,Greg Berry
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+293660,Art Direction,Nigel Evans
+293660,Foley,Dan O'Connell
+293660,Sound Designer,Ai-Ling Lee
+293660,Supervising Sound Editor,Wayne Lemmer
+293660,Music Supervisor,John Houlihan
+293660,Helicopter Camera,Richard Roles
+293660,Visual Effects Coordinator,Tamar Shaham
+293660,Visual Effects Coordinator,Tim Weber
+293660,Rigging Gaffer,Keith Woods
+293660,First Assistant Camera,Kieran Humphries
+293660,Armorer,Rob Fournier
+293660,First Assistant Camera,Doug Lavender
+293660,Art Department Assistant,Marc Aubin
+293660,Set Costumer,Erin da Roza
+293660,Property Master,D. Martin Myatt
+293660,Rigging Grip,Adam Bunz
+293660,Rigging Grip,Daryl Makortoff
+293660,First Assistant Camera,James Claire
+293660,Animation Director,Jan Philip Cramer
+293660,VFX Editor,Luke Botteron
+293660,Visual Effects Coordinator,Teresa Berus
+293660,Visual Effects Coordinator,Sammy Shikaze
+293660,Visual Effects Coordinator,Cole Darby
+9713,Director,Stephen Herek
+190859,Director,Clint Eastwood
+190859,Supervising Sound Editor,Bub Asman
+190859,Director of Photography,Tom Stern
+190859,Costume Design,Deborah Hopper
+190859,Executive Producer,Tim Moore
+190859,Hairstylist,Carol A. O'Connell
+190859,Writer,Jason Hall
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+190859,Production Design,Charisse Cardenas
+190859,Visual Effects Producer,Jennifer Fairweather
+190859,Still Photographer,Keith Bernstein
+190859,Makeup Artist,Janeen Schreyer
+190859,Foley,Dan O'Connell
+190859,Transportation Coordinator,Larry Stelling
+190859,Sound Designer,Tom Ozanich
+190859,Sound Effects Editor,Mark Larry
+190859,Steadicam Operator,Peter Rosenfeld
+190859,Visual Effects Supervisor,Phillip Feiner
+190859,Digital Intermediate,Adam Ohl
+190859,Executive Producer,Sheroum Kim
+190859,Hairstylist,Patricia DeHaney
+190859,Visual Effects Supervisor,Peter Muyzers
+190859,Assistant Art Director,Rachid Quiat
+190859,Visual Effects Supervisor,Jamie Hallett
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+257445,Executive Producer,Bruce Berman
+257445,Production Design,Sean Haworth
+257445,Costume Design,Judianna Makovsky
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+257445,Art Direction,Dawn Snyder
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+257445,Animation,Michael Parks
+9007,Set Decoration,Barbara Haberecht
+9007,Stunt Coordinator,Rocky Capella
+9007,Director,Mark Waters
+9007,Executive Producer,David B. Householter
+9007,Art Department Coordinator,Mike Piccirillo
+9007,Location Manager,Eric Hedayat
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+9007,Art Direction,Maria Baker
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+9007,Music Editor,Charles Martin Inouye
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+9007,Painter,Rick Broderman
+9007,Production Coordinator,Derek Jan Vermaas
+9007,Boom Operator,Benjamin Wienert
+9007,Foley Editor,Reuben Simon
+9007,Visual Effects Coordinator,Edward M. Cox
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+889,Art Direction,Brad Ricker
+889,Director,Brian Levant
+889,Production Design,Christopher Burian-Mohr
+889,Executive Producer,Joseph Barbera
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+889,Screenplay,Harry Elfont
+889,Executive Producer,William Hanna
+1370,Art Direction,Adrian Gorton
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+1370,Casting,Joy Todd
+1370,Art Direction,Benjamín Fernández
+1370,Editor,Edward Warschilka
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+1370,Art Direction,Alan Cassie
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+1370,Screenplay,Sylvester Stallone
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+1370,Screenplay,Sheldon Lettich
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+1370,Music Editor,Michael Dittrick
+4942,Director,George Clooney
+4942,Editor,Stephen Mirrione
+4942,Executive Producer,Sydney Pollack
+4942,Screenplay,Duncan Brantley
+4942,Screenplay,Rick Reilly
+4942,Production Supervisor,Ed Cathell III
+4942,Sound Effects Editor,Stephen Hunter Flick
+4942,Sound Re-Recording Mixer,Bob Chefalas
+4942,Supervising Sound Editor,Aaron Glascock
+347969,Producer,Allen Covert
+347969,Production Design,Perry Andelin Blake
+347969,Director,Frank Coraci
+347969,Editor,Tom Costain
+347969,Still Photographer,Ursula Coyote
+24438,Director,Marc Lawrence
+24438,Producer,Martin Shafer
+116741,Story,Vince Vaughn
+116741,Director,Shawn Levy
+116741,Producer,Shawn Levy
+116741,Executive Producer,Scott Stuber
+116741,Editor,Dean Zimmerman
+116741,Screenplay,Jared Stern
+35791,Director,Paul W.S. Anderson
+35791,Producer,Paul W.S. Anderson
+35791,Producer,Bernd Eichinger
+35791,Makeup Artist,Christina Smith
+35791,Armorer,Al Vrkljan
+35791,Producer,Hiroyuki Kobayashi
+35791,Costume Design,Azalia Snail
+35791,Key Hair Stylist,Carol Hartwick
+35791,Art Department Coordinator,Collingwood Brown
+72431,Sound Designer,Ben Burtt
+72431,Foley,Dennie Thorpe
+72431,Set Decoration,Tina Jones
+72431,Production Design,Michael Carlin
+72431,Casting,Nancy Bishop
+72431,Story,John Ridley
+72431,Supervising Sound Editor,Matthew Wood
+72431,Casting,Suzanne Crowley
+72431,Director,Anthony Hemingway
+72431,Producer,Chas. Floyd Johnson
+72431,Sound Re-Recording Mixer,David Acord
+72431,Casting,Gilly Poole
+72431,Art Direction,Martina Ter-Akopowá
+72431,Visual Effects Supervisor,Sébastien Moreau
+72431,Digital Intermediate,Lisa Tutunjian
+72431,Steadicam Operator,Stuart Howell
+72431,CG Supervisor,Victor Lizarraga
+72431,Still Photographer,Jirí Hanzl
+72431,Gaffer,Václav Cermak
+72431,Camera Operator,Stephen Buckingham
+72431,Special Effects Coordinator,Petr Vecernik
+72431,Visual Effects Supervisor,Jörn Großhans
+72431,CG Supervisor,David Weitzberg
+72431,Script Supervisor,Kazi Kopecka
+72431,Property Master,Jiri Macke
+72431,Sound Recordist,Petr Forejt
+72431,Sound Effects Editor,Dustin Cawood
+72431,CG Supervisor,Hilmar Koch
+72431,Visual Effects Producer,Ian Cope
+72431,Visual Effects Supervisor,Juri Stanossek
+72431,Visual Effects Supervisor,Craig Hammack
+72431,Helicopter Camera,Jan Malír
+72431,Gaffer,Frank Helbig
+72431,Still Photographer,Tina Mills
+72431,Casting,Petra Svarinska
+72431,First Assistant Editor,Melissa Lawson
+72431,Music Editor,Marvin R. Morris
+72431,Picture Car Coordinator,Vladislav Jary
+1813,Producer,Arnon Milchan
+1813,Original Music Composer,James Newton Howard
+1813,Executive Producer,Barry Bernardi
+1813,Executive Producer,Michael Tadross
+1813,Director,Taylor Hackford
+1813,Executive Producer,Taylor Hackford
+87428,Director,Sean Anders
+87428,Executive Producer,John Morris
+8840,Creature Design,Phil Tippett
+8840,Director,Rob Cohen
+8840,Supervising Art Director,Maria-Teresa Barbasso
+8840,Screenplay,Patrick Read Johnson
+10589,Director,Brett Ratner
+10589,Screenplay,Craig Rosenberg
+10589,Producer,Keith Goldberg
+10589,Producer,Alissa Ferguson
+10589,Hairstylist,Camille Friend
+71676,Executive Producer,David S. Goyer
+71676,Screenplay,David S. Goyer
+71676,Story,David S. Goyer
+71676,Editor,Brian Berdan
+71676,Director,Brian Taylor
+71676,Director,Mark Neveldine
+71676,Producer,Ashok Amritraj
+71676,Writer,Roy Thomas
+71676,Screenplay,Seth Hoffman
+71676,Producer,Ari Arad
+71676,Set Decoration,Dominic Capon
+71676,Executive Producer,Maya Fukuzawa
+71676,Special Effects,Lucian Iordache
+71676,Animation,Nicholas Tripodi
+71676,Animation,Shane Hall
+71676,Digital Effects Supervisor,Michael Queen
+1722,Original Music Composer,Stephen Warbeck
+1722,Production Design,Jim Clay
+1722,Director,John Madden
+10022,Editor,Christopher Greenbury
+10022,Screenplay,Thomas Lennon
+10022,Director,Adam Shankman
+10022,Executive Producer,Adam Shankman
+10022,Executive Producer,Garrett Grant
+10022,Screenplay,Ben Garant
+10022,Executive Producer,George Zakk
+11358,Makeup Department Head,Jeff Dawn
+11358,Casting,Sarah Finn
+11358,Producer,Lucas Foster
+11358,Screenplay,Channing Gibson
+11358,Director of Photography,Glen MacPherson
+11358,Producer,David Hoberman
+11358,Executive Producer,Vince McMahon
+11358,Executive Producer,Keith Samples
+11358,Director,Kevin Bray
+11358,Editor,Robert Ivison
+11358,Production Design,Brent Thomas
+11358,Location Manager,Abraham Fraser
+11358,Associate Producer,Marcienne Friesland
+11358,Casting Assistant,Kendra Shay Clark
+11358,Casting Assistant,Sara LaCava
+11358,Production Coordinator,Christina Bulbrook
+13,Original Music Composer,Alan Silvestri
+13,Director,Robert Zemeckis
+13,Novel,Winston Groom
+13,Set Decoration,Nancy Haigh
+13,Assistant Art Director,Tony Fanning
+13,Foley,Dennie Thorpe
+13,Assistant Art Director,Steve Arnold
+13,Assistant Editor,Jeremiah O'Driscoll
+13,Visual Effects Supervisor,Ken Ralston
+13,Art Direction,Leslie McDonald
+13,Makeup Artist,Rick Sharp
+13,Leadman,Chris L. Spellman
+13,Post Production Supervisor,Steven J. Boyd
+13,Makeup Artist,Jay Cannistraci
+13,ADR & Dubbing,Leigh French
+13,Visual Effects Editor,Michael McGovern
+13,Camera Operator,Chris Squires
+13,Unit Publicist,Jane E. Russell
+13,Special Effects Supervisor,Allen Hall
+13,Location Manager,Peggy Pridemore
+13,Sound Effects Editor,Robert Shoup
+13,Dialogue Editor,Ewa Sztompke
+13,Dialect Coach,Jessica Drake
+13,Greensman,Hugo Herrera
+13,Choreographer,Leslie Cook
+13,Location Manager,Amy Ness
+13,Location Manager,Mary Morgan
+13,Post Production Supervisor,Rick Porras
+13,Additional Photography,Bobby Mancuso
+6477,Editor,Peter E. Berger
+6477,Director,Tim Hill
+6477,Producer,Ross Bagdasarian
+6477,Executive Producer,Steve Waterman
+6477,Costume Design,Alexandra Welker
+6477,Animation,Angelo Libutti
+6477,Lighting Technician,Justin Hammond
+6477,Lighting Technician,Dan Haring
+1597,Producer,Jane Rosenthal
+1597,Director,Jay Roach
+1597,Producer,Nancy Tenenbaum
+1597,Visual Effects Supervisor,David D. Johnson
+1597,Original Story,Mary Ruth Clarke
+1597,Screenplay,John Hamburg
+1597,Sound Mixer,Tod A. Maitland
+1597,Casting Associate,Susie Farris
+1597,Associate Producer,Emo Philips
+1597,Location Manager,Jeff Flach
+1597,Location Scout,Brett Botula
+1597,Property Master,Tommy Allen
+1597,Assistant Director,Richard Cowan
+1597,Script Supervisor,Eva Z. Cabrera
+1597,Makeup Artist,Michal Bigger
+1597,Special Effects Coordinator,J.C. Brotherhood
+1597,Sound Effects Editor,Dennis Drummond
+1597,Post Production Assistant,Kevin Du Toit
+1597,Construction Foreman,Steven E. Lawler
+1597,Sound Recordist,Joe DeAngelis
+10530,Editor,H. Lee Peterson
+10530,Director,Mike Gabriel
+10530,Director,Eric Goldberg
+10530,Screenplay,Carl Binder
+10530,Producer,James Pentecost
+10530,Director of Photography,Andreas Deja
+10530,Animation,Randy Sanchez
+10530,Visual Effects,Rob Bekuhrs
+10530,Animation,Larry White
+10530,Visual Effects,Brice Mallier
+1924,Director of Photography,Geoffrey Unsworth
+1924,Screenplay,Mario Puzo
+1924,Screenplay,Robert Benton
+1924,Director,Richard Donner
+1924,Editor,Michael Ellis
+1924,Second Unit,Robert Lynn
+9327,Executive Producer,Jerry Lewis
+9327,Director,Tom Shadyac
+9327,Executive Producer,Karen Kehela Sherwood
+9327,Executive Producer,Mark Lipsky
+9327,Screenplay,Barry W. Blaustein
+8488,Editor,Troy Takaki
+8488,Director,Andy Tennant
+8488,Editor,Tracey Wadmore-Smith
+10603,Editor,Roger Bondelli
+10603,Screenplay,Dana Olsen
+10603,Director,Sam Weisman
+10603,Producer,Jordan Kerner
+8273,Producer,Chris Bender
+8273,Casting,Sarah Katzman
+8273,Casting Associate,Michelle Morris
+8273,Editor,Stuart H. Pappé
+8273,Costume Design,Pamela Withers
+8273,Producer,Adam Herz
+8273,Characters,Adam Herz
+8273,Producer,Warren Zide
+8273,Original Music Composer,Christophe Beck
+8273,Director,Jesse Dylan
+8273,Production Design,Clayton Hartley
+8273,Orchestrator,Andrew Kaiser
+8273,Music Supervisor,John Bissell
+8273,Art Direction,Gregory A. Weimerskirch
+8273,Makeup Department Head,Leslie A. Sebert
+8273,Costume Supervisor,Linda Matthews
+8273,First Assistant Director,Mark Anthony Little
+8273,Foley,Willard Overstreet
+8273,ADR Editor,Daniel S. Irwin
+8273,Transportation Captain,David Marder
+8273,Unit Publicist,Rachel Aberly
+8273,Visual Effects Producer,Michael Kowalski
+8273,Scoring Mixer,Casey Stone
+8273,Set Costumer,Amanda Gore
+8273,Key Makeup Artist,Jennifer Turchi Nigh
+8273,Assistant Production Coordinator,Delia Circelli
+8273,Supervising ADR Editor,Byron Wilson
+8273,Painter,John G. Campbell
+8273,First Assistant Camera,Brian S. Osmond
+8273,Grip,Bill Essling
+8273,Steadicam Operator,Gerry O'Malley
+8273,Dialect Coach,Linda Brennan
+8273,Property Master,Chris Call
+8273,Transportation Coordinator,James 'Obee' Oberman
+8273,Video Assist Operator,Lance Jay Velazco
+8273,Rigging Grip,Gregory Collis
+8273,Production Accountant,John Catron
+8273,Assistant Property Master,David Clark
+8273,Set Dresser,Brock Helfer
+8273,Second Assistant Director,Sean Hobin
+8273,Supervising Music Editor,Charles Martin
+109424,Casting,Francine Maisler
+109424,Producer,Michael De Luca
+109424,Set Designer,Peter Russell
+109424,Costume Supervisor,Mark Peterson
+109424,Sound Designer,James Harrison
+109424,Director,Paul Greengrass
+109424,Editor,Christopher Rouse
+109424,Makeup Artist,Trish Seeney
+109424,Set Decoration,Dominic Capon
+109424,Executive Producer,Eli Bush
+109424,Property Master,David Cheesman
+109424,Construction Coordinator,Kevin Anthony
+109424,Construction Coordinator,Joseph Kearney
+109424,Sound Designer,Michael Fentum
+109424,Sound Re-Recording Mixer,Mike Prestwood Smith
+109424,Location Manager,Ravi Dube
+109424,Art Direction,Charlo Dalli
+109424,Leadman,Stephen G. Shifflette
+109424,Sound Effects Editor,Dillon Bennett
+109424,Dialogue Editor,Rob Killick
+109424,Visual Effects Producer,Daniel Barrow
+109424,Visual Effects Producer,Andy Taylor
+109424,Camera Operator,Sara Deane
+109424,Camera Operator,Charles Libin
+109424,Still Photographer,Hopper Stone
+109424,Lighting Technician,Jay Kemp
+109424,Rigging Gaffer,Austin Cross
+109424,Makeup Designer,Frances Hannon
+109424,Special Effects Supervisor,Dominic Tuohy
+109424,Casting Associate,David Pinkus
+35056,Set Decoration,Jay Hart
+35056,Executive Producer,Josh McLaglen
+35056,Director,Shawn Levy
+35056,Producer,Tom McNulty
+35056,Producer,Billy Rosenberg
+8839,Executive Producer,Steven Spielberg
+8839,Director,Brad Silberling
+8839,Author,Sherri Stoner
+8839,Art Direction,Daniel Maltese
+8839,Script Supervisor,Ana Maria Quintana
+8839,Animation Supervisor,Mark Anthony Austin
+156022,Casting,Mary Vernieu
+156022,Producer,Mace Neufeld
+156022,Set Decoration,Leslie E. Rollins
+156022,Director,Antoine Fuqua
+156022,Set Designer,Jeremy Woodward
+156022,Dialogue Editor,Michael Magill
+156022,Associate Producer,Molly Allen
+156022,Producer,Alex Siskin
+156022,Digital Intermediate,Mandy Arnold
+156022,Second Unit Cinematographer,Lukasz Jogalla
+156022,Property Master,Jennifer Gerbino
+156022,Greensman,Butch McCarthy
+156022,Leadman,Cameron Matheson
+156022,Visual Effects Supervisor,Sean Devereaux
+156022,Casting,Angela Peri
+156022,Digital Intermediate,Morning Star Schott
+156022,Dialect Coach,Leigh Dillon
+7303,Sound Re-Recording Mixer,Tom Johnson
+7303,Producer,Paul Schiff
+7303,Music Supervisor,Randall Poster
+7303,Director,Wayne Wang
+7303,Executive Producer,Benny Medina
+7303,Key Makeup Artist,Anita Gibson
+7303,Storyboard,Brick Mason
+7303,First Assistant Camera,Gary Muller
+7303,Assistant Editor,Arturo Sosa
+7303,Music Editor,Kenneth Karman
+7303,Camera Operator,Colin Anderson
+7303,Sound Editor,Peter Staubli
+7303,Makeup Artist,Margot Boccia
+7303,Assistant Art Director,Darrell K. Keister
+7303,Leadman,Dave Weinman
+7303,Still Photographer,Barry Wetcher
+7303,Dialogue Editor,David A. Cohen
+7303,Wardrobe Supervisor,Mary Jo McGrath
+7303,Casting,Jonathan Strauss
+7303,Makeup Artist,Francesca Buccellato
+7303,Makeup Artist,Gloria Grant
+7303,Assistant Editor,Kate Eales
+7303,Assistant Sound Editor,Brian Chumney
+7303,Hairstylist,Carol 'Ci Ci' Campbell
+7303,Production Accountant,Joan Altman
+7303,Casting Assistant,Rita Harrell
+7303,Assistant Editor,Megan B. Agosto
+8963,Original Music Composer,Hans Zimmer
+8963,Art Direction,James J. Murakami
+8963,Director,Tony Scott
+8963,Art Direction,Donald B. Woodruff
+8963,Executive Producer,Lucas Foster
+8963,Sound mixer,William B. Kaplan
+1402,Producer,Steve Tisch
+1402,Director of Photography,Phedon Papamichael
+1402,Art Direction,David F. Klassen
+1402,Costume Design,Sharen Davis
+1402,Director,Gabriele Muccino
+1402,Unit Production Manager,Louis D'Esposito
+1402,Assistant Director,Michael Viglietta
+1402,First Assistant Editor,John Breinholt
+1402,Hairstylist,JoAnn Stafford-Chaney
+1402,Unit Publicist,Cid Swank
+1402,First Assistant Camera,Bob Hall
+9315,Editor,Thom Noble
+9315,Screenplay,Billy Ray
+9315,Director,Robert Schwentke
+8984,Screenplay,Paul Attanasio
+8984,Director,Barry Levinson
+795,Producer,Robert Cavallo
+795,Screenplay,Wim Wenders
+795,Author,Peter Handke
+795,Screenplay,Richard Reitinger
+795,Director,Brad Silberling
+795,Screenplay,Dana Stevens
+24,Thanks,Robert Rodriguez
+24,Director,Quentin Tarantino
+24,Producer,Lawrence Bender
+24,Director of Photography,Robert Richardson
+24,Supervising Sound Editor,Scott Martin Gershin
+24,Production Design,Yohei Taneda
+24,Original Music Composer,RZA
+24,Sound Editor,Bob Beher
+24,Set Decoration,Yoshihito Akatsuka
+24,Hairstylist,Ilona Herman
+24,Utility Stunts,Ken Lesco
+24,Associate Producer,Kwame Parker
+24,First Assistant Editor,Joan Sobel
+24,Hairstylist,Noriko Watanabe
+24,Art Direction,Minoru Nishida
+24,Foley,James Moriana
+24,Foley,Jeffrey Wilhoit
+24,Steadicam Operator,Larry McConkey
+24,Second Unit Cinematographer,Toshihiko Nishikubo
+24,Video Assist Operator,Glenn Cannon
+24,Animation,Mitsuo Iso
+24,Costume Design,Kumiko Ogawa
+24,Boom Operator,Tom Hartig
+24,Dialogue Editor,Frederick H. Stahly
+24,Supervising Sound Editor,Wylie Stateman
+24,Still Photographer,Andrew Cooper
+24,Art Department Coordinator,Gretchen Engel
+24,Transportation Coordinator,Derek Raser
+24,ADR Supervisor,Hugh Waddell
+24,Assistant Property Master,Edward J. Borasch Jr
+24,Animation,Hideki Takahashi
+24,Music Supervisor,Michelle Kuznetsky
+24,Production Sound Mixer,Mark Ulano
+24,Construction Coordinator,John Stone
+24,Construction Foreman,Jeff Plauster
+24,Unit Production Manager,Cornelia Ryan
+24,Costume Design,Alexander AD
+24,Production Illustrator,Ayako Sakahara
+24,Standby Painter,Elizabeth Norton
+24,First Assistant Camera,Jamie Felz
+24,Additional Music,D.A. Young
+24,Craft Service,Paul Abraham
+24,Stand In,Leslie Yeransian
+24,Digital Intermediate,Jennifer Hall Lee
+24,Best Boy Electric,Greg Fausak
+24,Assistant Sound Editor,Mike Hurst
+24,Digital Compositors,Kelly Bumbarger
+24,Sound,Daniel R. Kerr
+24,Camera Loader,Julie Helton
+24,Fight Choreographer,Rob Moses
+11353,Executive Producer,Bernard Williams
+11353,Original Music Composer,David Newman
+11353,Executive Producer,Karen Kehela Sherwood
+11353,ADR & Dubbing,David Boulton
+11353,Director,Frank Oz
+11353,Hairstylist,Toni-Ann Walker
+11353,Stunts,Robert Jauregui
+11353,Stunts,Patricia Tallman
+11353,Stunts,Jay Caputo
+11353,Visual Effects Supervisor,Bill Taylor
+11353,Property Master,Rick Young
+11353,Post-Production Manager,Leslie J. Converse
+11353,Animatronic and Prosthetic Effects,Gary Archer
+11353,Makeup Artist,Steve Artmont
+11353,Makeup Artist,Toy Van Lierop
+11353,Makeup Effects,Clinton Wayne
+11353,Storyboard,Marc Baird
+11353,Greensman,Richard Boris
+11353,Set Decoration,Matt Callahan
+11353,Set Designer,Karl J. Martin
+11353,Boom Operator,Brendan Beebe
+11353,Supervising Sound Editor,Ron Bochar
+11353,Foley,Benjamin Cheah
+11353,Sound Effects Editor,Lewis Goldstein
+11353,Sound Editor,Ruth Hernandez
+11353,ADR & Dubbing,Marissa Littlefield
+11353,Sound Editor,Wyatt Sprague
+11353,Special Effects,Richard Cory
+11353,Visual Effects Producer,Catherine Sudolcan
+11353,Background Designer,Mike Wassel
+11353,Compositors,David S. Williams Jr.
+11353,Stunts,Tabby Hanson
+11353,Stunts,Dennis Scott
+11353,Stunts,Darryl Chan
+11353,Stunts,Edward Conna
+11353,Stunts,Hiro Koda
+11353,Stunts,Kim Robert Koscki
+11353,Stunts,Will Leong
+11353,Stunts,Michael Owen
+11353,Stunts,Charles A. Tam
+11353,Stunts,T.J. White
+11353,Leadman,Mark Woods
+393,Director,Quentin Tarantino
+393,Editor,Sally Menke
+393,Casting,Johanna Ray
+393,Stunts,Zoë Bell
+393,Executive Producer,Harvey Weinstein
+393,Supervising Sound Editor,Scott Martin Gershin
+393,Production Design,Yohei Taneda
+393,Set Decoration,Sandy Reynolds-Wasco
+393,Art Direction,Daniel Bradford
+393,Editorial Production Assistant,Jasmine Yuen Carrucan
+393,Foley,James Moriana
+393,Set Designer,Mary Saisselin
+393,Video Assist Operator,Glenn Cannon
+393,Color Timer,Lee Wimer
+393,Boom Operator,Tom Hartig
+393,Set Costumer,Kanani Wolf
+393,Makeup Department Head,Heba Thorisdottir
+393,Special Effects Coordinator,Corey Pritchett
+393,Transportation Coordinator,Derek Raser
+393,Sound Re-Recording Mixer,Michael Minkler
+393,ADR Supervisor,Hugh Waddell
+393,Digital Intermediate,Ron Barr
+393,Rigging Gaffer,John R. Manocchia
+393,Unit Publicist,Will Casey
+393,Makeup Artist,Tysuela Hill-Scott
+393,Assistant Production Coordinator,Rachael Lin Gallaghan
+393,Greensman,Steve Borgese
+393,Construction Foreman,Jeff Plauster
+393,Transportation Captain,Carlos Ponce de León
+393,Armorer,Vincent Joseph Flaherty
+393,Craft Service,Paul Abraham
+393,Post Production Supervisor,Peter Mavromates
+393,Transportation Co-Captain,Bruce Callahan
+393,Unit Production Manager,Arturo del Río
+393,Best Boy Electric,Greg Fausak
+393,Lighting Technician,Khan Griffith
+393,Production Controller,Kristina Soderquist
+393,Security,Norberto Nava
+393,Stand In,Hally Grounds
+393,Electrician,Edgar Ambriz Espinoza
+393,Casting Associate,Jessica Vogl
+393,Unit Manager,Víctor Solorio
+393,Dolly Grip,Antonio V. Garrido
+9618,Original Music Composer,Harold Faltermeyer
+9618,Director,Andrei Konchalovsky
+9618,Director,Albert Magnoli
+9374,Original Music Composer,Alan Silvestri
+9374,Director,Robert Zemeckis
+9374,Editor,Arthur Schmidt
+9374,Director of Photography,Dean Cundey
+8584,Editor,Richard Chew
+8584,Executive Producer,Jackie Chan
+8584,Director,Tom Dey
+8584,Camera Operator,Paul A. Edwards
+2320,Producer,Jim Thomas
+2320,Original Music Composer,Jerry Goldsmith
+2320,Director,Stuart Baird
+2320,Editor,Stuart Baird
+2320,Editor,Dallas Puett
+2320,Executive Producer,Steve Perry
+2320,Art Direction,William Cruse
+2320,Director of Photography,Alex Thomson
+2320,Co-Producer,Karyn Fields
+58224,Director,Mark Waters
+58224,Screenplay,Sean Anders
+58224,Animation,Tony Mecca
+1729,Producer,Philip Lee
+1729,Casting,Nancy Foy
+1729,Director,Rob Minkoff
+1729,Martial Arts Choreographer,Yuen Woo-ping
+1729,Producer,Casey Silver
+1729,Line Producer,Nai Liang Chi
+1729,Casting,PoPing AuYeung
+175574,Screenplay,John J. Strauss
+175574,Director,Jimmy Hayward
+175574,Screenplay,Scott Mosier
+175574,Writer,David I. Stern
+175574,Animation,Jay Jackson
+175574,Animation,Dixie Pizani
+175574,Animation,Travis Tohill
+8077,Screenplay,Walter Hill
+8077,Producer,Walter Hill
+8077,Casting,Priscilla John
+8077,Editor,Terry Rawlings
+8077,Director,David Fincher
+8077,Stunt Coordinator,Marc Boyle
+8077,Director of Photography,Alex Thomson
+8077,Location Manager,Kevin De La Noy
+8077,Special Effects,Chris Cunningham
+8077,Sound Recordist,Robert Renga
+8818,Producer,Robert Stigwood
+8818,Director,Alan Parker
+8195,Art Direction,Gérard Viard
+8195,Set Costumer,Ann Dunsford
+8195,Casting,Margot Capelier
+8195,Director,John Frankenheimer
+8195,Utility Stunts,Cyril Raffaelli
+8195,Original Music Composer,Elia Cmiral
+8195,Producer,Frank Mancuso Jr.
+8195,Story,J.D. Zeik
+8195,Assistant Costume Designer,Judy Shrewsbury
+8195,Music Editor,Mike Flicker
+8195,Aerial Camera,Charlet Recors
+8195,Driver,Olivier Suffert
+8195,Production Accountant,Sophie Drouin
+8195,First Assistant Director,Mishka Cheyko
+8195,Production Coordinator,Kim Doan
+8195,Orchestrator,Nick Ingman
+8195,Art Department Coordinator,Joëlle Meffre
+8195,Construction Coordinator,Jean-Paul Gaillot
+8195,Leadman,Patrick Dufau
+8195,Grip,Jean-Pierre Mas
+8195,Hairstylist,Jane Milon
+8195,Key Hair Stylist,Jean-Charles Bachelier
+8195,Loader,Elodie Delettre
+8195,Property Master,Gilbert Piéri
+8195,Set Production Assistant,David Campi-Lemaire
+8195,Transportation Coordinator,Eric Aufèvre
+8195,Location Manager,Jean-Marc Abbou
+10586,Director,Stephen Hopkins
+10586,Producer,Gale Anne Hurd
+10586,Editor,Robert Brown
+10586,Producer,Paul B. Radin
+116149,Producer,David Heyman
+116149,Cinematography,Erik Wilson
+116149,Director,Paul King
+116149,Characters,Michael Bond
+80035,Production Design,Doug J. Meerdink
+80035,Editor,Dean Zimmerman
+80035,Director,Akiva Schaffer
+80035,Casting,Alyssa Weisberg
+80035,Executive Producer,Daniel S. Levine
+10632,Visual Effects Supervisor,Eric Brevig
+10632,Director,William Friedkin
+10632,Producer,Ricardo Mestres
+10632,Screenplay,David Griffiths
+10632,Executive Producer,Peter Griffiths
+10632,Camera Operator,Jamie Barber
+10632,Special Effects Supervisor,John McLeod
+10632,Script Supervisor,Julie Pitkanen
+10632,Still Photographer,Sam Emerson
+10632,Dialogue Editor,Frank Smathers
+10632,Dialogue Editor,Vic Radulich
+10632,Script Supervisor,P.R. Tooke
+10632,ADR & Dubbing,Tammy Fearing
+10632,ADR & Dubbing,Robert Ulrich
+10632,CG Supervisor,Jon Alexander
+12117,Director of Photography,Philippe Rousselot
+12117,Executive Producer,Wolfgang Petersen
+12117,Director,Jon Turteltaub
+12117,Producer,Michael Taylor
+12117,First Assistant Director,William M. Elvin
+12117,Producer,Barbara Boyle
+12117,Casting,Renee Rousselot
+12117,Set Designer,Cosmas A. Demetriou
+12117,Costume Supervisor,John Casey
+12117,Sound Designer,Jon Title
+12117,Script Supervisor,Scott Graves
+1792,Screenplay,Bobby Farrelly
+1792,Director,Bobby Farrelly
+1792,Director,Peter Farrelly
+1792,Producer,Bradley Thomas
+1792,Producer,Charles B. Wessler
+1792,Original Music Composer,Charlie Gartner
+13260,Director,Kent Alterman
+72197,Director,Peter Lord
+72197,Storyboard,Mike Smith
+72197,Director,Jeff Newitt
+72197,Writer,Gideon Defoe
+72197,Storyboard,Matt Jones
+72197,Animation,Ludovic Berardo
+72197,Animation,Steve Cox
+72197,Storyboard,Jay Clarke
+72197,Animation,Jo Fenton
+72197,Animation Supervisor,Jay Grace
+72197,Animation,Wendy Griffiths
+72197,Animation,Andree Neemann
+72197,Animation,Julia Peguet
+72197,Animation,Andy Symanowski
+3580,Director,Clint Eastwood
+3580,Music,Clint Eastwood
+3580,Producer,Clint Eastwood
+3580,Producer,Brian Grazer
+3580,Producer,Robert Lorenz
+3580,Executive Producer,Geyer Kosinski
+3580,Music Editor,Chris McGeary
+3580,Assistant Director,Donald Murphy
+12123,Writer,Rick Seaman
+12123,Production Design,Maher Ahmad
+12123,Associate Producer,Maher Ahmad
+12123,Director,Andrew Davis
+12123,Producer,Andrew Davis
+12123,Editor,Dov Hoenig
+12123,Editor,Don Brochu
+9566,Director of Photography,Dariusz Wolski
+9566,Director,Tony Scott
+9566,Casting,Ellen Lewis
+9566,Executive Producer,Bill Unger
+9566,Editor,Christian Wagner
+9566,Costume Design,Daniel Orlandi
+9566,Novel,Peter Abrahams
+9833,Cinematography,John Mathieson
+9833,Editor,Terry Rawlings
+9833,Director,Joel Schumacher
+9833,Screenplay,Joel Schumacher
+9833,Production Design,Anthony Pratt
+9833,Producer,Andrew Lloyd Webber
+9833,Associate Choreographer,Lynne Page
+9833,Choreographer,Lisa Stevens
+9833,Music Editor,Yann McCullough
+9833,Assistant Art Director,Anthony Caron-Delion
+4517,Set Decoration,Richard Roberts
+4517,Casting,Fiona Weir
+4517,Supervising Art Director,Frank Walsh
+4517,Director,Shekhar Kapur
+4517,Editor,Andrew Haddock
+4517,Production Manager,Mark Mostyn
+4517,Visual Effects Supervisor,Johnny Lockwood
+4517,Art Direction,Phil Sims
+4517,Script Supervisor,Angela Wharton
+4517,Foley,Mario Vaccaro
+4517,Unit Publicist,Stacy Mann
+4517,Camera Operator,Ben Wilson
+4517,Set Costumer,Maurizio Torti
+4517,Makeup Artist,Susan Howard
+4517,Steadicam Operator,Roger Tooley
+4517,Camera Operator,Mark Milsome
+4517,Still Photographer,Laurie Sparham
+4517,First Assistant Editor,Billy Browne
+4517,Sculptor,Alexandra Harwood
+4517,Set Costumer,Peter K. Christopher
+8202,Producer,Gary Lucchesi
+8202,Producer,Charlie Woebcken
+8202,Casting,Laura Rosenthal
+8202,Director,Karyn Kusama
+8202,Editor,Jeff Gullo
+8202,Producer,David Gale
+16072,Music Editor,Lisa Jaime
+16072,Visual Effects Producer,Thomas G. Smith
+16072,Production Design,Michael Z. Hanan
+16072,Director,Ronald F. Maxwell
+16072,Set Costumer,Deborah Latham
+16072,Visual Effects Producer,Matt Hullum
+16072,Makeup Artist,Janeen Schreyer
+16072,Costume Design,Maurice Whitlock
+16072,Set Costumer,K. Drew Fuller
+16072,Construction Coordinator,Bill Iiams
+16072,Property Master,Kelly Farrah
+16072,Set Designer,Stan Tropp
+16072,Art Department Coordinator,Cheree Welsh
+16072,Sound Re-Recording Mixer,Melissa Sherwood Hofmann
+16072,Supervising Sound Editor,David Hankins
+16072,Boom Operator,Javier M. Hernández
+16072,Boom Operator,Stacey A. Washer
+16072,Special Effects Coordinator,Matt Vogel
+16072,Visual Effects Supervisor,Adam Howard
+16072,Visual Effects Supervisor,Jon Townley
+16072,Visual Effects Producer,Lorraine Rozon
+16072,Costume Supervisor,Catharine Fletcher Incaprera
+16072,CGI Supervisor,Chris Ryan
+16072,Makeup Effects,Joseph P. Hurt
+16072,Set Costumer,Robert DeGrazia
+16072,Unit Publicist,Vic Heutschy
+34314,Producer,Martin Ransohoff
+34314,Costume Design,Robert Turturice
+34314,Original Music Composer,Shirley Walker
+34314,Cinematography,Lloyd Ahern II
+34314,Executive Producer,Keith Samples
+34314,Writer,Jonathan Brett
+34314,Director,Robert Butler
+34314,Casting Assistant,Sally Lear
+34314,Set Decoration,Donald Krafft
+34314,Script Supervisor,Julie Pitkanen
+34314,Location Manager,Seth Burch
+34314,Pilot,Clay Lacy
+19724,Producer,Lorenzo di Bonaventura
+19724,Original Music Composer,Mark Mancina
+19724,Writer,Chris Matheson
+19724,Executive Producer,Ric Kidney
+19724,Director,Karey Kirkpatrick
+145220,Screenplay,Nicholas Stoller
+145220,Director,James Bobin
+14623,Producer,Tim Bevan
+14623,Producer,Eric Fellner
+14623,Director,Jonathan Frakes
+14623,Screenplay,Michael McCullers
+14623,Original Music Composer,Ramin Djawadi
+14623,Screenplay,William Osborne
+14623,Producer,Jo Burn
+42297,Editor,Virginia Katz
+42297,Director,Steve Antin
+42297,Music Supervisor,Buck Damon
+42297,Stunt Coordinator,Chad Randall
+42297,Stunt Coordinator,Troy Gilbert
+2841,Director,Jean-Pierre Jeunet
+2841,Original Music Composer,Angelo Badalamenti
+802,Director,Stanley Kubrick
+802,Screenplay,Stanley Kubrick
+802,Producer,James B. Harris
+802,Director of Photography,Oswald Morris
+802,Editor,Anthony Harvey
+10375,Casting,Anne McCarthy
+10375,Associate Producer,Kevin King Templeton
+10375,Director,Jim Gillespie
+10375,Producer,Ric Kidney
+10375,Screenplay,Howard Swindle
+36586,Executive Producer,David S. Goyer
+36586,Writer,David S. Goyer
+36586,Sound Designer,Scott Martin Gershin
+36586,Unit Production Manager,Robert Bernacchi
+36586,Original Music Composer,Marco Beltrami
+36586,Executive Producer,Michael De Luca
+36586,Executive Producer,Stan Lee
+36586,Director of Photography,Gabriel Beristain
+36586,Director,Guillermo del Toro
+36586,Producer,Wesley Snipes
+36586,Art Direction,James F. Truesdale
+36586,Executive Producer,Toby Emmerich
+36586,Visual Effects Editor,Peter S. Elliot
+36586,Co-Art Director,Dan Morski
+36586,Characters,Marv Wolfman
+36586,Sound Re-Recording Mixer,Michael Keller
+36586,Utility Stunts,Freddy Bouciegues
+36586,Co-Producer,Andrew J. Horne
+36586,Characters,Gene Colan
+36586,Visual Effects Supervisor,Bob Munroe
+36586,Art Direction,Jaromír Svarc
+36586,Set Designer,Milena Koubkova
+36586,Makeup Artist,Michelle Taylor
+36586,Property Master,Gert Broekema
+36586,Visual Effects Supervisor,Justin Martin
+36586,Visual Effects Editor,Sarah Schubart
+36586,Visual Effects Producer,Susan MacLeod
+36586,Additional Camera,Guy Hodgen
+36586,Gaffer,Jaromir Simek
+36586,Music Editor,Brian Richards
+36586,Location Manager,Pavel Sterba
+36586,Stand In,Marianna Krenova
+36586,Post Production Supervisor,Sara Romilly
+36586,Sound Editor,Hector C. Gika
+36586,CG Supervisor,Mark Fattibene
+36586,Driver,Chris Ferrence
+36586,Camera Loader,Alexandre Szabo-Fresnais
+36586,Production Controller,Alex Matcham
+36586,Electrician,Ben Bowling
+36586,Production Coordinator,Sissy Grover
+36586,Assistant Sound Editor,Susan Cahill
+36586,Visual Effects Coordinator,Kandece Brown
+36586,I/O Supervisor,David Rosenthal
+36586,Casting Assistant,Minna Pyyhkala
+36586,Negative Cutter,Gary Burritt
+36586,Dolly Grip,Bill Daimant
+36586,Grip,John Emory
+36586,Second Assistant Director,Gregory Palmer
+36586,Assistant Production Coordinator,Stephani Hunter
+11321,Production Design,J. Michael Riva
+11321,Art Direction,David F. Klassen
+11321,Costume Design,Sharen Davis
+11321,Director,Gabriele Muccino
+11321,Hairstylist,Pierce Austin
+11321,Hairstylist,Leonard Drake
+11321,Casting,Angela Demo
+11321,Script Supervisor,Carol DePasquale
+70074,Novel,Colin Wilson
+70074,Director,Walter Hill
+70074,Casting,Mary Vernieu
+70074,Producer,Miles Millar
+70074,Steadicam Operator,Mark Emery Moore
+70074,Helicopter Camera,Michael Kelem
+70074,Stunt Coordinator,J.J. Perry
+70074,Novel,Alexis Nolent
+70074,Production Design,Toby Corbett
+70074,Camera Operator,Keith Gruchala
+70074,Executive Producer,Brian Kavanaugh-Jones
+70074,Camera Operator,Jeffery J. Tufano
+70074,Original Music Composer,Steve Mazzaro
+70074,ADR & Dubbing,Christopher T. Welch
+70074,Makeup Department Head,Scott Eddo
+70074,Costume Supervisor,Virginia Burton
+70074,Property Master,Kent H. Johnson
+70074,Visual Effects Producer,Kim Lee
+70074,Visual Effects Supervisor,Mark Dornfeld
+70074,Unit Publicist,Peter J. Silbermann
+70074,Transportation Coordinator,Doug Dovichi
+70074,Dialogue Editor,Stephanie Flack
+70074,Production Supervisor,Anthony Rossi III
+70074,Greensman,Michael Arena
+70074,Sound Re-Recording Mixer,Terry Rodman
+70074,Visual Effects Supervisor,Phillip Feiner
+70074,Thanks,Charles M. Barsamian
+242,Editor,Walter Murch
+242,Director,Francis Ford Coppola
+242,Editor,Lisa Fruchtman
+242,Editor,Barry Malkin
+242,Special Effects,Giovanni Corridori
+9621,Editor,David Moritz
+9621,Director,Cameron Crowe
+1819,Director of Photography,Charles Minsky
+1819,Casting,Deborah Aquila
+1819,Original Music Composer,Theodore Shapiro
+1819,Editor,Debra Neil-Fisher
+1819,Director,Anthony Russo
+1819,Director,Joe Russo
+1819,Production Design,Barry Robison
+1819,Casting,Tricia Wood
+8536,Director of Photography,Geoffrey Unsworth
+8536,Art Direction,Norman Reynolds
+8536,Casting,Lynn Stalmaster
+8536,Screenplay,Mario Puzo
+8536,Screenplay,David Newman
+8536,Set Decoration,Peter Young
+8536,Art Direction,Terry Ackland-Snow
+8536,Casting,Debbie McWilliams
+8536,Director,Richard Lester
+8536,Production Manager,Geoffrey Helman
+8536,Camera Operator,Freddie Cooper
+8536,Editor,John Victor-Smith
+8536,Screenplay,Leslie Newman
+8536,Production Supervisor,Tim Hampton
+8536,Special Effects Supervisor,Colin Chilvers
+8536,Assistant Director,Roy Button
+8536,Production Design,John Barry
+8536,Art Direction,Ernest Archer
+8536,Camera Operator,Chic Waterson
+8536,Camera Operator,David Garfath
+8536,Camera Operator,John Harris
+8536,Other,Maria Monreal
+8536,Camera Operator,John Morgan
+8536,Assistant Director,Terry Madden
+8046,Director,Martin Brest
+8046,Executive Producer,John Hardy
+8046,Associate Producer,Amy Sayres
+8046,Original Music Composer,John Powell
+8046,Associate Producer,Frederic W. Brost
+8046,Dialogue Editor,David V. Butler
+1717,Director,Steven Zaillian
+1717,Novel,Robert Penn Warren
+1717,Producer,Mike Medavoy
+1717,Set Decoration,Tricia Schneider
+1717,Makeup Department Head,Manlio Rocchetti
+479,Director,John Singleton
+479,Editor,Antonia Van Drimmelen
+9444,Supervising Sound Editor,Richard L. Anderson
+9444,Casting Associate,Mary Hidalgo
+9444,Director,Gary Goldman
+9444,Director,Don Bluth
+9444,Producer,Don Bluth
+9444,Editor,Bob Bender
+9444,Screenplay,Noni White
+9444,Screenplay,Bruce Graham
+9444,Producer,Laura Jo 'L.J.' Wentworth
+9444,Sound Re-Recording Mixer,Bill W. Benton
+9444,Layout,Troylan B. Caro
+9444,Animation Department Coordinator,Karri Lindamood
+9444,Animation,Olun Riley
+9444,Layout,Noly Zamora
+9444,Animation,Jojo Young
+9444,Layout,Vic Villacorta
+9444,Animation,Dimitri Tenev
+9444,Layout,Danny Taverna
+9444,Animation,Helio Takahashi
+9444,Layout,Will Makra
+9444,Layout,Abraham DeOcampo
+9444,Layout,Sinead Somers
+9444,Layout,Martin Hanley
+9444,Layout,Stephen L. Holt
+824,Screenplay,Baz Luhrmann
+824,Director,Baz Luhrmann
+824,Producer,Catherine Martin
+824,Screenplay,Craig Pearce
+824,Original Music Composer,Craig Armstrong
+824,Art Direction,Annie Beauchamp
+824,Costume Design,Angus Strathie
+11456,Screenplay,Lewis Colick
+11456,Director,Harold Becker
+261023,Casting,Francine Maisler
+261023,Set Decoration,Tracey A. Doyle
+261023,Director,Scott Cooper
+261023,Gaffer,Morris Flam
+261023,Executive Producer,Phil Hunt
+261023,Co-Executive Producer,Michael Bassick
+261023,Assistant Art Director,Sarah Contant
+261023,Executive Producer,Christopher Woodrow
+261023,Construction Coordinator,Joseph Kearney
+261023,Sound Re-Recording Mixer,Chris Jenkins
+261023,Visual Effects Producer,Jason Sanford
+261023,Still Photographer,Claire Folger
+261023,Helicopter Camera,David B. Nowell
+261023,Steadicam Operator,Henry Tirl
+261023,Armorer,Robert 'Rock' Galotti
+261023,Script Supervisor,Tracy Scott
+261023,Executive Producer,Steven Mnuchin
+261023,Wigmaker,Khanh Trance
+261023,Art Department Coordinator,Jason Mayoh
+261023,First Assistant Camera,James W. Apted
+261023,Book,Gerard O'Neill
+261023,Assistant Costume Designer,Brittany Loar
+261023,Visual Effects Supervisor,Paul Linden
+261023,Makeup Artist,Nikki Pleau
+261023,Co-Executive Producer,Chuck Rock
+3683,Director,Clint Eastwood
+3683,Producer,Clint Eastwood
+3683,Editor,Joel Cox
+3683,Art Direction,Jack G. Taylor Jr.
+3683,Screenplay,Paul Haggis
+3683,Costume Design,Deborah Hopper
+3683,Producer,Steven Spielberg
+3683,ADR & Dubbing,Juno J. Ellis
+3683,Makeup Department Head,Tania McComas
+3683,Dialogue Editor,James Matheny
+3683,Sound Re-Recording Mixer,John T. Reitz
+3683,Foley,John T. Cucci
+3683,Sound Effects Editor,Jason W. Jennings
+3683,Dialogue Editor,David A. Arnold
+3683,Greensman,David Corral
+3683,Special Effects Coordinator,William Dawson
+3683,Hairstylist,Ketty Gonzalez
+3683,Visual Effects,Hugo Dominguez
+22803,Original Music Composer,Brian Tyler
+22803,Supervising Sound Editor,Mark P. Stoeckinger
+22803,Director,F. Gary Gray
+22803,Production Manager,Mark Kamine
+22803,Rigging Gaffer,Michael M. Silver
+22803,Producer,Alan Siegel
+22803,Makeup Department Head,Christina Smith
+22803,Casting,Deanna Brigidi
+22803,Sound Re-Recording Mixer,Adam Jenkins
+22803,Camera Operator,David Taicher
+22803,Gaffer,Richard Asbury
+22803,First Assistant Editor,Kenneth Marsten
+285923,Director,Robert Rodriguez
+285923,Editor,Robert Rodriguez
+285923,Director,Quentin Tarantino
+285923,Writer,Quentin Tarantino
+285923,Producer,Quentin Tarantino
+285923,Executive Producer,Harvey Weinstein
+285923,Director,Edgar Wright
+285923,Writer,Edgar Wright
+285923,Director,Eli Roth
+285923,Producer,Eli Roth
+285923,Director,Rob Zombie
+285923,Producer,Erica Steinberg
+285923,Art Direction,Carl Horner
+285923,Director,Jason Eisener
+285923,Producer,Gabriel Roth
+285923,Executive Producer,Sandra Condito
+285923,Set Decoration,Jason Garner
+285923,Writer,Jeff Rendell
+285923,Associate Producer,Tom Proper
+39437,Music,Rachel Portman
+39437,Director,Jonathan Demme
+39437,Editor,Carol Littleton
+39437,Writer,Akosua Busia
+39437,Editor,Andy Keir
+1950,Director,Curtis Hanson
+1950,Producer,Carol Fenelon
+1950,Music Supervisor,Carol Fenelon
+1950,Costume Design,Michael Kaplan
+1950,Casting,Mali Finn
+1950,Producer,Denise Di Novi
+1950,Supervising Sound Editor,Scott Martin Gershin
+1950,Art Direction,Beat Frutiger
+1950,First Assistant Camera,Scott Rathner
+1950,Editor,William Kerr
+1950,Co-Producer,Mari-Jo Winkler
+1950,Unit Production Manager,Kathleen M. Courtney
+1950,Dialogue Editor,Mary Andrews
+1950,Dialogue Editor,David Williams
+1950,Camera Operator,Paul Sanchez
+1950,Costume Supervisor,Linda Matthews
+1950,Sound Effects Editor,Randy Kelley
+1950,First Assistant Editor,Laura Steiger
+640,Music,John Williams
+640,Director,Steven Spielberg
+640,Stunt Coordinator,Webster Whinery
+640,Executive Producer,Laurie MacDonald
+640,Supervising Sound Editor,Charles L. Campbell
+640,Associate Producer,Sergio Mimica-Gezzan
+640,Production Design,Jeannine Oppewall
+640,Makeup Artist,Daniel C. Striepeke
+640,Boom Operator,Robert Jackson
+640,Production Supervisor,Will Weiske
+640,Stunt Coordinator,Marc Désourdy
+640,Assistant Editor,Michael Trent
+640,Sound Re-Recording Mixer,Andy Nelson
+640,Script Supervisor,Ana Maria Quintana
+640,Set Designer,Randall D. Wilkins
+640,Dialogue Editor,Susan Dawes
+640,Camera Operator,Mitch Dubin
+640,Camera Operator,David Emmerichs
+640,Steadicam Operator,David Emmerichs
+640,Dialect Coach,Jessica Drake
+640,Visual Effects Supervisor,Patrice Mugnier
+640,Rigging Gaffer,Brian Lukas
+640,Key Grip,Jim Kwiatkowski
+640,Title Designer,Olivier Kuntzel
+640,Key Set Costumer,Cookie Lopez
+640,Set Designer,Anthony D. Parrillo
+97630,Director,Kathryn Bigelow
+97630,Costume Design,George L. Little
+97630,Executive Producer,Greg Shapiro
+97630,Costume Supervisor,Darion Hing
+97630,Writer,Mark Boal
+97630,Director of Photography,Greig Fraser
+97630,Set Decoration,Lisa Chugg
+9767,Executive Producer,Peter Billingsley
+9767,Director,Peyton Reed
+9767,Editor,David Rosenbloom
+9767,Producer,Scott Stuber
+9767,Executive Producer,Stuart M. Besser
+9767,Co-Producer,Jay Lavender
+11631,Executive Producer,Tom Hanks
+11631,Director of Photography,Haris Zambarloukos
+11631,Executive Producer,Benny Andersson
+11631,Director,Phyllida Lloyd
+11631,Original Music Composer,Björn Ulvaeus
+11631,Executive Producer,Björn Ulvaeus
+11631,Original Music Composer,Stig Anderson
+32856,Director,Garry Marshall
+32856,Music,John Debney
+32856,Producer,Mike Karz
+32856,Producer,Wayne Allan Rice
+32856,Writer,Marc Silverstein
+6519,Executive Producer,Bruce Berman
+6519,Director of Photography,Lawrence Sher
+6519,Foley Editor,Bob Beher
+6519,Original Music Composer,Nathan Barr
+6519,Director,Jay Chandrasekhar
+6519,Editor,Jay Chandrasekhar
+6519,Set Decoration,Traci Kirshbaum
+6519,Characters,Gy Waldron
+6519,Music Supervisor,Nic Harcourt
+6519,Sound Effects Editor,Robert Grieve
+6519,Supervising Sound Editor,Gregory King
+6519,Camera Operator,Tommy Lohmann
+6519,Location Manager,Virginia McCollam
+6519,Camera Operator,Heather Page
+6519,Set Designer,David Eckert
+6519,Costume Supervisor,Gala Autumn
+6519,Boom Operator,John D'Aquino
+6519,Boom Operator,Sterling Moore
+6519,Rigging Gaffer,Gary Hildebrand
+8741,Casting,Dianne Crittenden
+8741,Director of Photography,John Toll
+8741,Production Design,Jack Fisk
+8741,Producer,Grant Hill
+8741,Art Direction,Ian Gracie
+8741,Director,Terrence Malick
+8741,Producer,Robert Michael Geisler
+8741,Set Decoration,Richard Hobbs
+49520,Costume Design,Betsy Heimann
+49520,Editor,Lee Haxall
+49520,Production Design,Barry Robison
+49520,Director,David Dobkin
+49520,Screenplay,Jon Lucas
+49520,Screenplay,Scott Moore
+49520,Orchestrator,Kevin Kaska
+49520,Costume Supervisor,Joyce Kogut
+49520,Construction Coordinator,Jeff Passanante
+49520,Wigmaker,Natasha Ladek
+49520,Art Department Coordinator,Amy Lehman
+49520,Set Costumer,Miracole Burns
+49520,Visual Effects Coordinator,Anthony Hays
+49520,Assistant Costume Designer,Pablo Borges
+49520,Seamstress,Cylinda Nesmith Davison
+1850,Director,Miloš Forman
+1850,Editor,Christopher Tellefsen
+1850,Costume Design,Jeffrey Kurland
+1850,Screenplay,Scott Alexander
+1850,Makeup Artist,Bill Corso
+1850,Original Music Composer,Mike Mills
+1850,Set Decoration,Maria Nay
+1850,Editor,Adam Boome
+1850,Makeup Department Head,Ve Neill
+524,Director,Martin Scorsese
+524,Casting,Ellen Lewis
+524,Editor,Thelma Schoonmaker
+26389,Story,Luc Besson
+26389,Director,Pierre Morel
+26389,Stunt Coordinator,Philippe Guégan
+26389,Co-Executive Producer,Anson Downes
+26389,Director of Photography,Michel Abramowicz
+26389,Foley,Francois Lepeuple
+26389,Original Music Composer,David Buckley
+26389,Script Supervisor,Isabelle Querrioux
+26389,Property Master,Olivier Nguyen
+26389,Sound Re-Recording Mixer,Vincent Cosson
+26389,Still Photographer,Rico Torres
+26389,Still Photographer,Eric Caro
+26389,Makeup Artist,Marthe Faucouit
+26389,Unit Manager,Marc Guidetti
+26389,Visual Effects Supervisor,Roxane Fechner
+26389,Production Manager,Didier de Keyser
+26389,Boom Operator,Stéphane Vizet
+11817,Producer,Charles Roven
+11817,Screenplay,Ethan Reiff
+11817,Director,Paul Hunter
+2123,Editor,Christopher Greenbury
+2123,Executive Producer,Tom Schulman
+2123,Casting,Rick Montgomery
+2123,Director,Bobby Farrelly
+2123,Screenplay,Peter Farrelly
+2123,Director,Peter Farrelly
+2123,Producer,Bradley Thomas
+2123,Director of Photography,Mark Irwin
+2123,Animatronic and Prosthetic Effects,Jim Beinke
+2123,Costume Design,Pamela Withers
+2123,Foley,Dawn Lunsford
+2123,Stand In,Nichole Hiltz
+2123,Unit Publicist,Ernie Malik
+2123,Production Design,Sydney J. Bartholomew Jr.
+2123,First Assistant Editor,Larry Madaras
+2123,Costume Supervisor,Virginia Burton
+2123,Sound Effects Editor,Ted Caplan
+2123,Steadicam Operator,John S. Moyer
+2123,Special Effects Coordinator,Robert Vazquez
+2123,Gaffer,Jay W. Yowler
+2123,Loader,Bill Olofsson
+2123,Security,Dotan Bonen
+2123,Production Accountant,Harvey Malkin
+2123,Location Scout,Seth Blackman
+2123,Construction Foreman,Christopher J. Noonan
+2123,First Assistant Camera,Jeffrey N. Civa
+2123,Seamstress,Ann Powderly
+2123,Scenic Artist,Rand Angelicola
+2123,Rigging Grip,Jenn Mears
+9907,Director,Steve Oedekerk
+9907,Producer,Andrew Egiziano
+9907,Orchestrator,Kevin Kaska
+9907,Animation,Eric Oliver
+9907,Art Department Manager,Bill Schwab
+9969,Director of Photography,Mark Irwin
+9969,Original Music Composer,George S. Clinton
+9969,Casting,Richard Hicks
+9969,Author,Don Rhymer
+9969,Executive Producer,Jeremiah Samuels
+9969,Director,John Whitesell
+9969,Producer,John Whitesell
+9969,Art Direction,Dan Hermansen
+18239,Director,Chris Weitz
+18239,Production Design,David Brisbin
+18239,Key Hair Stylist,Paul Edwards
+808,Author,Ted Elliott
+808,Co-Producer,Terry Rossio
+808,Director,Andrew Adamson
+808,Costume Design,Isis Mussenden
+808,Original Music Composer,John Powell
+808,Director,Vicky Jenson
+808,Producer,Jeffrey Katzenberg
+808,Producer,John H. Williams
+808,Supervising Sound Editor,Lon Bender
+808,Thanks,Alan Myerson
+808,Projection,Rennie Cowan
+808,ADR & Dubbing,Chris Jargo
+808,Sound Recordist,Craig Heath
+808,Production Accountant,Luc Desmarchelier
+808,Second Film Editor,Michael Andrews
+808,Additional Music,James McKee Smith
+808,Sculptor,Tom Hester
+808,Production Controller,Gary L. Wohlleben
+808,Sequence Supervisor,Philippe Gluckman
+808,Production Coordinator,Audra Koklys
+808,Music Supervisor,Marylata Elton
+808,Sound Mixer,Eric Valetine
+808,Visual Development,Bill Kaufmann
+38050,Writer,Philip K. Dick
+38050,Director,George Nolfi
+38050,Special Effects Coordinator,Steven Kirshoff
+38050,Producer,Joel Viertel
+38050,Stunt Coordinator,G.A. Aguilar
+38050,Art Direction,Stephen H. Carter
+38050,Executive Producer,Isa Dick Hackett
+38050,Costume Supervisor,David Davenport
+38050,Visual Effects Supervisor,Dottie Starling
+38050,Supervising Sound Editor,Dave Paterson
+38050,Sound Re-Recording Mixer,Dave Paterson
+38050,Music Editor,Nic Ratner
+38050,Scenic Artist,Steve Rosenzweig
+38050,Transportation Coordinator,Michael Hyde
+8367,Screenplay,Pen Densham
+8367,Producer,John Watson
+8367,Original Music Composer,Michael Kamen
+8367,Director,Kevin Reynolds
+9390,Producer,James L. Brooks
+9390,Director,Cameron Crowe
+72105,Director,Seth MacFarlane
+72105,Producer,Seth MacFarlane
+72105,Story,Seth MacFarlane
+72105,Production Design,Stephen J. Lineweaver
+72105,Stunts,Phil Culotta
+72105,Screenplay,Alec Sulkin
+72105,Producer,Jason Clark
+72105,Original Music Composer,Walter Murphy
+72105,Stunts,Sean Graham
+72105,Dialogue Editor,Curt Schulkey
+72105,Stunt Coordinator,Scott Rogers
+72105,Animation,Avner Engel
+72105,Animation,Nicholas Tripodi
+72105,Animation,Andy Hass
+72105,Stunts,Dana Reed
+72105,Stunts,Brandon Sebek
+72105,Animation,Shaun Freeman
+72105,Animation,Jonathan Lyons
+72105,Animation,Brian Mendenhall
+72105,Animation,Mark Powers
+72105,Animation,Nathan Ross
+72105,Animation,Amita Sahgal
+72105,Animation,Miles Southan
+72105,Music Editor,Moira Marquis
+2898,Director,James L. Brooks
+2898,Set Decoration,Clay A. Griffith
+2898,Associate Producer,Owen Wilson
+2898,Screenplay,Mark Andrus
+2898,Production Design,Bill Brzeski
+2898,Thanks,Julie Ansell
+2898,Orchestrator,Bruce Fowler
+2898,Stunts,Chester E. Tripp III
+2898,Other,Hans Berggren
+2898,Still Photographer,Ralph Nelson
+2898,Title Graphics,Pablo Ferro
+2898,Hairstylist,Linda Arnold
+2898,Makeup Artist,Carrie Angland
+2898,Supervising Sound Editor,Dennis Drummond
+10312,Casting,Debra Zane
+10312,Director of Photography,Phedon Papamichael
+10312,Director,Tom Shadyac
+10312,Music Supervisor,Jeff Carson
+10312,Camera Operator,Patrick Loungway
+10312,Producer,Charles Newirth
+10312,Makeup Artist,Cheri Minns
+10312,Sound Effects Editor,Randall Guth
+10312,Producer,Mike Farrell
+10312,Gaffer,Rafael E. Sánchez
+10312,Special Effects Coordinator,David Blitstein
+10312,Dialogue Editor,Gaston Biraben
+10312,Orchestrator,Jeff Atmajian
+10312,Foley,John T. Cucci
+10312,Visual Effects Editor,Guy T. Wiedmann
+10312,CG Supervisor,Sam Richards
+10312,Construction Coordinator,Butch West
+10312,Script Supervisor,Carol DePasquale
+10312,Rigging Gaffer,Gary Dahlquist
+10312,Casting,Beau Bonneau
+109443,Producer,Judd Apatow
+109443,Director,Adam McKay
+109443,Original Music Composer,Andrew Feltenstein
+109443,Orchestrator,Kevin Kaska
+2022,Casting,Roger Mussenden
+2022,Set Decoration,Lauri Gaffin
+2022,Director,Steven Brill
+2022,Producer,Sid Ganis
+2022,Director of Photography,Peter Lyons Collister
+37686,Costume Design,Ha Nguyen
+37686,Director,J.J. Abrams
+37686,Writer,J.J. Abrams
+37686,Original Music Composer,Michael Giacchino
+37686,Casting,Patti Carns Kalles
+37686,Costume Supervisor,Virginia Burton
+462,Original Music Composer,Thomas Newman
+462,Director,Steven Soderbergh
+462,Writer,Susannah Grant
+462,Co-Producer,Gail Lyon
+462,Director of Photography,Edward Lachman
+462,Costume Design,Jeffrey Kurland
+462,First Assistant Editor,Robb Sullivan
+462,Set Decoration,Kristen Toscano Messina
+462,Assistant Director,Gregory Jacobs
+462,Stunt Coordinator,John Robotham
+462,Dolby Consultant,Mark Kenna
+462,Script Supervisor,Annie Welles
+462,Set Designer,Masako Masuda
+462,Still Photographer,Bob Marshak
+462,Dialogue Editor,Aaron Glascock
+462,Property Master,Peter Bankins
+462,Chef,Antoine Mascaro
+462,Grip,Charles John Bukey
+462,Painter,Scott Shordon
+462,Craft Service,Charles Drake
+462,Set Medic,Harold Fowler
+462,Best Boy Electric,Frank Endewardt
+9919,Music,David Newman
+9919,Director,Donald Petrie
+9919,Screenplay,Brian Regan
+187017,Costume Design,Leesa Evans
+187017,Producer,Channing Tatum
+187017,Set Decoration,Tracey A. Doyle
+187017,Screenplay,Michael Bacall
+187017,Story,Michael Bacall
+187017,Screenplay,Rodney Rothman
+187017,Director,Phil Lord
+187017,Director,Christopher Miller
+187017,Executive Producer,Christopher Miller
+187017,Screenplay,Oren Uziel
+187017,First Assistant Editor,Ben Cox
+187017,Key Hair Stylist,Susan Buffington
+187017,Set Medic,José R. Varona
+628,Production Design,Dante Ferretti
+628,Original Music Composer,Elliot Goldenthal
+628,Editor,Joke van Wijk
+628,Art Direction,James E. Tocci
+628,Costume Design,Sandy Powell
+628,Unit Production Manager,Sandrine Ageorges
+628,Director,Neil Jordan
+10201,Producer,Richard D. Zanuck
+10201,Producer,David Heyman
+10201,Makeup Artist,Bill Corso
+10201,Sound Re-Recording Mixer,Ron Bartlett
+10201,Director,Peyton Reed
+10201,Original Music Composer,Lyle Workman
+10201,Screenplay,Nicholas Stoller
+10201,Associate Producer,Danny Wallace
+10201,Music Supervisor,Jonathan Karp
+10201,Sound Designer,Jason W. Jennings
+10201,Co-Producer,Tiffany Daniel
+302699,Producer,Michael Fottrell
+302699,Executive Producer,Toby Emmerich
+302699,Executive Producer,Ed Helms
+302699,Writer,Peter Steinfeld
+302699,Director,Rawson Marshall Thurber
+302699,Producer,Paul Young
+302699,Co-Producer,Beau Bauman
+302699,Story,Ike Barinholtz
+302699,Makeup Artist,Rob Fitz
+302699,Key Hair Stylist,Elizabeth Cecchini
+302699,Executive Producer,Samuel J. Brown
+302699,Hairstylist,Rebecca Woodfork
+302699,Carpenter,Michael Dias
+302699,Art Department Coordinator,Jared Patrick Gerbig
+302699,Propmaker,Jason Joubert
+302699,Greensman,Theo Orfanos
+302699,Set Designer,Anthony Raymond
+9441,Producer,Wendy Finerman
+9441,Casting,Ellen Lewis
+9441,Executive Producer,Susan Sarandon
+9441,Editor,Neil Travis
+9441,Executive Producer,Ronald Bass
+9441,Director,Chris Columbus
+9441,Producer,Mark Radcliffe
+9441,Associate Producer,Paula DuPré Pesmen
+9441,Sound Mixer,Tod A. Maitland
+9441,Set Decoration,George DeTitta Jr.
+9441,Camera Operator,Anastas N. Michos
+9441,Production Design,Stuart Wurtzel
+9441,Executive Producer,Patrick McCormick
+9441,Art Direction,Ray Kluga
+9441,Supervising Music Editor,Kenneth Wannberg
+9441,Supervising Sound Editor,Robert Shoup
+9441,Sound Effects Editor,Christopher Scarabosio
+9441,Key Makeup Artist,Michal Bigger
+9441,Sound Effects Editor,Susan Sanford
+9441,Executive Producer,Margaret French-Isaac
+274167,Original Music Composer,Michael Andrews
+274167,Producer,Will Ferrell
+274167,Director,Sean Anders
+274167,Executive Producer,Jessica Elbaum
+274167,Producer,Chris Henchy
+274167,Editor,Eric Kissack
+224141,Costume Design,Colleen Atwood
+224141,Director of Photography,Dion Beebe
+224141,Director,Rob Marshall
+224141,Hairstylist,J. Roy Helland
+224141,Hair Designer,Peter Swords King
+224141,Makeup Designer,Peter Swords King
+224141,Orchestrator,Jonathan Tunick
+224141,Makeup Artist,Joel Harlow
+224141,Music,Stephen Sondheim
+224141,Music Supervisor,Paul Gemignani
+224141,Producer,John DeLuca
+224141,Art Direction,Andrew Bennett
+224141,Camera Operator,Damien Beebe
+224141,Dialogue Editor,Brian Bowles
+224141,Camera Operator,Peter Robertson
+224141,Post Production Supervisor,Jennifer Lane
+224141,Gaffer,Paul McGeachan
+224141,Visual Effects Supervisor,Matt Johnson
+224141,Special Effects Supervisor,Stefano Pepin
+224141,Assistant Costume Designer,Laura Revitt
+388,Director,Spike Lee
+388,Executive Producer,Daniel M. Rosenberg
+388,Casting,Kim Coleman
+388,Additional Editing,Samuel D. Pollard
+388,Costume Supervisor,Paul A. Simmons Jr.
+388,Script Supervisor,Shari L. Carpenter
+388,Best Boy Electric,Darrin Smith
+2112,Director,Brian Helgeland
+2112,Production Design,Richard Hoover
+2112,Screenplay,Terry Hayes
+2112,Editor,Kevin Stitt
+2112,Original Music Composer,Chris Boardman
+2112,Novel,Donald E. Westlake
+2112,Director of Photography,Ericson Core
+2112,Set Decoration,Sandy Struth
+2112,Production Accountant,Chris Silver Finigan
+2112,Transportation Captain,Lee Stepp
+2112,Rigging Gaffer,Jordan Valenti
+2112,Gaffer,Bruce McCleery
+2112,Set Designer,Gina B. Cranham
+2112,Sound Recordist,Bill Meadows
+2112,Electrician,Chris Culliton
+2112,Dialogue Editor,Bobbi Banks
+2112,Art Department Coordinator,Cece Destefano
+2112,Casting Associate,Terrence Harris
+2112,Propmaker,Neil Gahm
+2112,Color Timer,Dennis McNeill
+2112,Security,Joseph Keideth
+2112,Production Manager,Pamela Thur
+2112,Grip,Jim Shelton
+2112,Leadman,Chris Carriveau
+2112,First Assistant Camera,Michael D. Weldon
+2112,Set Medic,Ross L. Kulma
+2112,First Assistant Editor,Marianne Urioste
+2112,Best Boy Electric,Shawn E. Helgedalen
+2112,First Assistant Sound Editor,Cindy Jo Hinkleman
+10329,Producer,Kathleen Kennedy
+10329,Director,Frank Marshall
+10329,Director of Photography,Allen Daviau
+74465,Director,Cameron Crowe
+13811,Costume Design,Terry Ryan
+13811,Original Music Composer,Marco Beltrami
+13811,Casting,Gregory Apps
+13811,Executive Producer,Norman Golightly
+13811,Executive Producer,Aaron Kaplan
+13811,Director,Alex Proyas
+13811,Producer,Todd Black
+13811,Producer,Jason Blumenthal
+13811,Production Design,Steven Jones-Evans
+13811,Screenplay,Juliet Snowden
+13811,Editor,Richard Learoyd
+13811,Executive Producer,David J. Bloomfield
+6877,Producer,Scott Rudin
+6877,Director,Tom Dey
+6877,Director of Photography,Claudio Miranda
+10320,Co-Executive Producer,Neal Edelstein
+10320,Screenplay,Ehren Kruger
+10320,Producer,Laurie MacDonald
+10320,Stunt Coordinator,Keith Campbell
+10320,Editor,Michael N. Knue
+10320,Director,Hideo Nakata
+10320,First Assistant Editor,Mel Friedman
+10320,Post Production Supervisor,Mark Graziano
+10320,Storyboard,Michael Anthony Jackson
+10320,Electrician,Jeffrey A. Cook
+10320,Sound Effects Editor,Donald Flick
+10320,Property Master,Tony Bonaventura
+10320,Stunts,James M. Churchman
+10320,Location Manager,Ned R. Shapiro
+10320,Unit Publicist,Alex L. Worman
+10320,Rigging Gaffer,Glenn E. Moran
+10320,Set Costumer,Jeannine Bourdaghs
+10320,Construction Coordinator,Karen Higgins
+10320,Painter,Francesco Ferrara
+10320,Still Photographer,Gemma La Mana
+10320,Greensman,Bob Skemp
+10320,Digital Effects Supervisor,Mark Rodahl
+10320,Assistant Sound Editor,Robert Morrisey
+10320,First Assistant Director,Doug Metzger
+10320,Production Sound Mixer,David MacMillan
+10320,Rigging Grip,Matthew J. Barden
+10320,Set Dressing Artist,Brady J. Condit
+10320,Transportation Coordinator,Kenny Searle
+10320,I/O Supervisor,Fatima Mojaddidy
+10320,Digital Producer,Serge Riou
+50646,Casting,Mindy Marin
+50646,Stunt Coordinator,Charles Croughwell
+50646,Editor,Lee Haxall
+50646,Production Design,William Arnold
+50646,Art Direction,Sue Chan
+50646,Set Decoration,David Smith
+50646,Director,Glenn Ficarra
+50646,Director,John Requa
+50646,Associate Producer,Jeffrey Harlacker
+50646,Original Music Composer,Nick Urata
+50646,Script Supervisor,Jayne-Ann Tenggren
+50646,Sound Re-Recording Mixer,Doug Hemphill
+50646,Camera Operator,Mitch Dubin
+50646,Supervising Sound Editor,Aaron Glascock
+50646,Music Supervisor,Jason Ruder
+50646,Co-Producer,Eryn Brown
+50646,First Assistant Camera,Matthew E. Alper
+8920,Executive Producer,Neil A. Machlis
+8920,Director,Peter Hewitt
+8920,Original Music Composer,Tim Boland
+8920,Editor,Michael A. Stevenson
+13673,Producer,Chris Columbus
+13673,Producer,Mark Radcliffe
+13673,Director,Joe Roth
+13673,Costume Design,Susie DeSanto
+13673,Script Supervisor,Luca Kouimelis
+60308,Director,Bennett Miller
+60308,Art Direction,Brad Ricker
+60308,Costume Supervisor,Mark Peterson
+60308,Special Effects,Doug E. Williams
+60308,Producer,Rachael Horovitz
+60308,Executive Producer,Sidney Kimmel
+60308,Hair Department Head,Kathrine Gordon
+60308,Sound Re-Recording Mixer,Ron Bochar
+60308,Unit Production Manager,David Witz
+60308,Novel,Michael Lewis
+60308,Art Direction,David Scott
+60308,Story,Stan Chervin
+60308,Wigmaker,Stacey Butterworth
+60308,Production Supervisor,Jason Tamez
+6950,Original Music Composer,James Newton Howard
+6950,Editor,Lynzee Klingman
+6950,Director,Wolfgang Petersen
+225574,Production Design,Alec Hammond
+225574,Costume Design,Catherine Marie Thomas
+225574,Director,Jaume Collet-Serra
+225574,Set Decoration,Regina Graves
+225574,Story,John W. Richardson
+225574,Screenplay,Ryan Engle
+225574,Music Supervisor,Andy Ross
+13836,Writer,Mark Bomback
+13836,Director,Andy Fickman
+13836,Writer,Matt Lopez
+752,Casting,Lucinda Syson
+752,Executive Producer,Ben Waisbren
+752,Stunts,Adam Kirley
+752,Producer,Lorne Orleans
+752,Screenplay,Lana Wachowski
+752,Makeup Artist,Paul Engelen
+752,Director,James McTeigue
+752,Associate Producer,Jessica Alan
+752,Co-Producer,Roberto Malerba
+752,Co-Producer,Henning Molfenter
+752,Co-Producer,Charlie Woebcken
+752,Set Decoration,Peter Walpole
+752,Art Direction,Sarah Horton
+752,Stunts,Stuart Clark
+752,Stunts,Talila Craig
+752,Stunts,David Cronnelly
+752,Stunts,Ivonne Dietzel
+752,Stunts,Eduart Geber
+752,Stunts,Alexander Hardt
+752,Stunts,Udo Harnach
+752,Stunts,Timo Honsa
+752,Stunts,Rob Inch
+752,Stunts,Tomas Jester
+752,Stunts,James O'Donnell
+752,Stunts,Thorsten Rapst
+752,Stunts,Matthias Schendel
+752,Stunts,Babette Schimanek
+752,Stunts,Bernhard Schirmer
+752,Stunts,Rene Schobes
+752,Stunts,Thierry Saelens
+752,Stunts,Matthew Stirling
+752,Stunts,Steve Thiede
+752,Stunts,Rainer Werner
+752,Dialect Coach,Barbara Berkery
+752,Art Department Coordinator,Roxy Konrad
+752,Conceptual Design,Dermot Power
+752,Production Illustrator,Axel Eichhorst
+752,Picture Car Coordinator,Simon-Julien Boucherie
+752,Art Department Assistant,Katja Fischer
+752,Art Department Assistant,Maren Hollje
+752,Camera Operator,David Worley
+752,Additional Camera,Jörg Widmer
+752,Cableman,Benjamin Dunker
+752,Set Production Assistant,Sarah Meyer
+752,Video Assist Operator,John Bowman
+752,Gaffer,Albrecht Silberberger
+752,Electrician,Götz Schmidt zu Nedde
+752,Electrician,Axel Scholz
+752,Makeup Artist,Petra Schaumann
+752,Hairstylist,Petra Schaumann
+752,First Assistant Editor,Alison Carter
+752,Supervising Sound Editor,Glenn Freemantle
+752,Dialogue Editor,Gillian Dodders
+752,Foley,Hugo Adams
+752,ADR & Dubbing,Robert Farr
+752,Foley,Andi Derrick
+752,Foley,Peter Burgis
+752,Foley,Kevin Tayler
+752,Music,Benjamin Wallfisch
+752,Music,Hilary Skewes
+752,Music Editor,Peter Clarke
+752,Location Scout,Friederike von Rauch
+752,Production Manager,Marcus Loges
+752,Production Manager,Anja Wedell
+752,Production Accountant,Kristov Brändli
+752,Stand In,Sarah Penger
+752,Transportation Captain,Inga Meissner
+752,Hairstylist,Lesley Smith
+752,Stunts,Martin Goeres
+752,Sound Engineer,Jake Jackson
+752,Grip,Jan Brun
+6038,Editor,Malcolm Campbell
+6038,Screenplay,Miles Millar
+6038,Director,David Dobkin
+6038,Casting,Donna Morong
+6038,Assistant Director,Jakub Dvorak
+9975,Screenplay,Ken Kaufman
+9975,Original Music Composer,Heitor Pereira
+9975,Director,Matthew O'Callaghan
+9975,Book,H. A. Rey
+9975,Lead Animator,Darlie Brewster
+9975,Lead Animator,Anthony DeRosa
+9975,Animation,Craig R. Maras
+9975,Character Designer,Jeff Johnson
+9975,Lead Animator,Jeff Johnson
+9975,Storyboard,Frans Vischer
+9975,Animation,Blair Kitchen
+9975,Layout,Harald Kraut
+11451,Art Direction,David Lazan
+11451,Sound Designer,Scott Martin Gershin
+11451,Director,Angela Robinson
+11451,Visual Effects Supervisor,Mat Beck
+11451,Sound Effects Editor,Christopher Assells
+11451,Screenplay,Alfred Gough
+11451,Producer,Robert Simonds
+11451,Executive Producer,Tracey Trench
+11451,Executive In Charge Of Production,Sarah Nettinga
+11451,Production Design,Daniel Bradford
+11451,Characters,Gordon Buford
+11451,Original Music Composer,The Blacksmoke Organisation
+11451,Makeup Department Head,Kimberly Greene
+11451,Stunt Coordinator,Andy Gill
+11451,Stunts,Michael Adams
+11451,Standby Painter,Christian Zimmermann
+11451,Propmaker,David Scott
+11451,Set Production Assistant,Aimee Pierson
+11451,Transportation Coordinator,Michael Antunez
+11451,Construction Coordinator,Greg John Callas
+11451,Visual Effects Editor,Lorelei David
+11451,Rigging Gaffer,Dennis J. Lootens
+11451,Music Editor,Brent Brooks
+11451,Location Manager,Curtis Collins
+11451,3D Artist,Thomas Dadras
+11451,Assistant Art Director,Ray Yamagata
+11451,Digital Intermediate,Bob Peishel
+11451,Sound Recordist,Brad Haehnel
+11451,Hairstylist,Christina Raye
+11451,Painter,Francesco Ferrara
+11451,Still Photographer,Richard J. Cartwright
+11451,Best Boy Electric,Waide R. Allen
+11451,CG Supervisor,Jim Hillin
+11451,Loader,Robin Bursey
+11451,Set Dressing Artist,Chuck Coffman
+11451,Production Accountant,Ellen Adolph
+12103,Unit Production Manager,John A. Machione
+12103,Director,Gary Fleder
+12103,Second Unit Cinematographer,Tom Priestley Jr.
+12103,Sound Re-Recording Mixer,Ron Bartlett
+12103,Screenplay,Patrick Smith Kelly
+12103,Additional Photography,Ericson Core
+12103,Additional Music,David E. Russo
+12103,Co-Producer,Andrew Klavan
+12103,Color Timer,Chris Regan
+12103,Steadicam Operator,Tim Merkel
+12103,Director of Photography,Amir Mokri
+12103,Hairstylist,James D. Brown
+12103,Leadman,Carlos Caneca
+12103,Location Manager,Nicholas Bernstein
+12103,Makeup Effects,Derek Becker
+12103,Second Assistant Director,Grant Lucibello
+12103,Boom Operator,Frank Graziadei
+12103,Stand In,George F. Miller
+12103,Digital Effects Producer,Carole Cowley
+12103,Greensman,Terry McGauran
+12103,Picture Car Coordinator,Glenn Hughes
+12103,Production Office Assistant,Kent Hayward
+12103,Transportation Coordinator,Michael Fennimore
+12103,Best Boy Electric,Jeff Enneking
+12103,Casting Associate,Zoe Abbott
+12103,Camera Loader,Sarah Warland
+60304,Production Design,Stephen Scott
+60304,Art Direction,Stephan O. Gessler
+60304,Editor,Jim Page
+60304,Director,Tommy Wirkola
+60304,Producer,Tommy Wirkola
+60304,Screenplay,Tommy Wirkola
+60304,Producer,Kevin Messick
+2251,Executive Producer,Arnon Milchan
+2251,Editor,Anne V. Coates
+2251,Director,Adrian Lyne
+2251,Director of Photography,Peter Biziou
+2251,Art Direction,John Kasarda
+2251,Makeup Artist,LuAnn Claps
+2251,Set Costumer,Sonya M. Andonov
+2251,Executive Producer,Pierre-Richard Muller
+46529,Executive Producer,David Valdes
+46529,Director of Photography,Guillermo Navarro
+46529,Screenplay,Miles Millar
+46529,Screenplay,Alfred Gough
+46529,Executive Producer,J.C. Spink
+46529,Director,D.J. Caruso
+46529,Editor,Jim Page
+46529,Screenplay,Marti Noxon
+46529,Visual Effects,Jack De La Mare
+231,Casting,Avy Kaufman
+231,Production Design,Dan Weil
+231,Executive Producer,George Clooney
+231,Editor,Tim Squyres
+231,Screenplay,Stephen Gaghan
+231,Director,Stephen Gaghan
+231,Producer,Georgia Kacandes
+231,Set Decoration,Olivia Bloch-Lainé
+231,Script Supervisor,Mary Cybulski
+231,Still Photographer,François Duhamel
+231,Makeup Artist,Barry R. Koper
+231,Supervising Sound Editor,Larry Blake
+231,Sound Re-Recording Mixer,Larry Blake
+231,Stunt Coordinator,Steve Dent
+231,Makeup Artist,Marilyn MacDonald
+231,Still Photographer,Ken Regan
+231,Music Editor,Nick Vidar
+300671,Director,Michael Bay
+300671,Producer,Erwin Stoff
+300671,Costume Design,Deborah Lynn Scott
+300671,Sound Designer,Brandon Jones
+300671,Greensman,Roger Holden
+300671,Casting,Edward Said
+300671,Dialogue Editor,Ralph Osborn
+300671,Foley,John T. Cucci
+300671,Supervising Sound Editor,Erik Aadahl
+300671,Supervising Sound Editor,Ethan Van der Ryn
+300671,Camera Operator,Peter Robertson
+300671,Sound Re-Recording Mixer,Gary Summers
+300671,Screenplay,Chuck Hogan
+300671,Book,Mitchell Zuckoff
+300671,Casting Associate,Beth Day
+300671,Casting Associate,Liz Ludwitzke
+300671,First Assistant Camera,Bernin Isaac
+300671,Special Effects Supervisor,Terry Glass
+300671,Armorer,Fiú László
+300671,Set Costumer,Christian Goddard
+300671,Camera Operator,Davide Tiraboschi
+300671,Still Photographer,Christian Black
+300671,Construction Coordinator,Dylan Gouder
+300671,Special Effects Coordinator,Zuzana Milfort
+300671,Visual Effects Producer,Wayne Billheimer
+228326,Producer,Guillermo del Toro
+228326,Writer,Doug Langdale
+228326,Director,Jorge R. Gutierrez
+9754,Original Music Composer,Alexandre Desplat
+9754,Director,Richard Loncraine
+9754,Producer,Jonathan Shestack
+9754,Director of Photography,Marco Pontecorvo
+66,Director,Clint Eastwood
+66,Original Music Composer,Clint Eastwood
+66,Original Music Composer,Lennie Niehaus
+4421,Producer,Suzanne Todd
+4421,Director,Ridley Scott
+4421,Producer,Ridley Scott
+4421,Producer,Demi Moore
+4421,Screenplay,Danielle Alexandra
+2649,Writer,John D. Brancato
+2649,Director,David Fincher
+2649,Editor,James Haygood
+2649,Production Design,Jeffrey Beecroft
+588,Costume Design,Wendy Partridge
+588,Director,Christophe Gans
+588,Executive Producer,Akira Yamaoka
+588,Music,Akira Yamaoka
+588,Producer,Don Carmody
+588,Stunts,Dean Copkov
+588,Stunts,Maxine Dumont
+588,Stunts,Plato Fountidakis
+588,Stunts,Brian Jagersky
+588,Stunts,Dana Jones
+588,Stunts,Kym Kristalie
+588,Production Manager,Deb LeFaive
+588,Line Producer,Deb LeFaive
+588,Second Unit,Simon Board
+588,Creature Design,Ben Gervais
+10393,Director of Photography,Tak Fujimoto
+10393,Director,Howard Deutch
+71552,Casting,Jay Scully
+71552,Director,Jon Hurwitz
+71552,Director,Hayden Schlossberg
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+9631,Director of Photography,Russell Carpenter
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+9631,Stunt Coordinator,Joel Kramer
+9631,Production Design,Holger Gross
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+9631,Producer,David Hoberman
+9631,Director,F. Gary Gray
+9631,Costume Design,Francine Jamison-Tanchuck
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+216282,Casting,Mindy Marin
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+216282,Director of Photography,Brian Pearson
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+216282,Director,Steven Quale
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+216282,Visual Effects Supervisor,Jay Barton
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+216282,Visual Effects Producer,Jamison Huber
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+216282,Set Costumer,Michelle Hutchins
+216282,Set Costumer,Michelle Moore
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+216282,Visual Effects Editor,Mark Edward Wright
+216282,Post Production Supervisor,Darin Read
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+928,Executive Producer,Steven Spielberg
+928,Director,Joe Dante
+928,Editor,Kent Beyda
+205587,Executive Producer,Jeff Kleeman
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+205587,Producer,David Gambino
+205587,Production Supervisor,Sara Flamm
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+205587,Makeup Department Head,Elaine L. Offers
+205587,Script Supervisor,Kim Berner
+6623,Post Production Supervisor,Brad Goodman
+6623,Director of Photography,Dietrich Lohmann
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+6623,Editor,David Rosenbloom
+6623,Executive Producer,Michael Grillo
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+6623,Screenplay,Michael Schiffer
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+6623,Dialogue Editor,Patrick J. Foley
+6623,Utility Stunts,Marek Toth
+6623,Script Supervisor,Lynne Twentyman
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+1577,Producer,Paul W.S. Anderson
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+1577,Producer,Don Carmody
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+1577,Stunts,Nick Alachiotis
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+1577,Location Scout,Philip Spurvey
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+1577,Painter,Stephen Paisley
+1577,Craft Service,Simone Lindo
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+1577,Driver,John Coles
+1577,Makeup Effects,Dave Axford
+1577,Video Assist Operator,Anthony Nocera
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+1577,Electrician,Kevin Barnes
+1577,Gaffer,Kevin Alanthwaite
+1577,Production Manager,Nan Skiba
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+1577,Visual Effects Producer,Mark Halsall
+9801,Producer,Tim Bevan
+9801,Producer,Eric Fellner
+9801,Casting,Michelle Guish
+9801,Director of Photography,Adrian Biddle
+9801,Executive Producer,Debra Hayward
+9801,Novel,Helen Fielding
+9801,Producer,Jonathan Cavendish
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+9801,Dialect Coach,Barbara Berkery
+9801,Supervising Sound Editor,Glenn Freemantle
+9801,Editor,Greg Hayden
+9801,Line Producer,Bernard Bellew
+9801,Director,Beeban Kidron
+9801,Art Direction,Paul Inglis
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+9801,Set Decoration,Anna Lynch-Robinson
+9801,Propmaker,Rohan Harris
+9801,Visual Effects Supervisor,Jody Johnson
+9801,Visual Effects Editor,Andy Hague
+9801,Production Supervisor,Santa Pestonji
+9801,Line Producer,Cesare Landricina
+9801,Music Editor,Michael Price
+9801,Gaffer,Kevin Day
+9801,Supervising Art Director,David Warren
+9801,Grip,John Flemming
+9801,Executive In Charge Of Production,Michelle Wright
+9801,Special Effects Supervisor,Stuart Brisdon
+9801,Painter,Mark Dowling
+9801,Production Coordinator,Maresa Breuer
+9801,Production Manager,Beatrice Arweiler
+2116,Set Decoration,Kathryn Peters
+2116,Director of Photography,Theo van de Sande
+2116,Production Design,Paul Peters
+2116,Director,Carl Franklin
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+2116,Associate Producer,Dan Genetti
+2116,Executive Producer,Jon Berg
+2116,Executive Producer,Damien Saccani
+2116,Stunt Coordinator,Bob Brown
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+2116,Production Supervisor,Darren Moorman
+2116,Assistant Production Manager,Aaron B. Koontz
+2116,Sound Effects Editor,Tom Ozanich
+2116,Digital Intermediate,Hilda Saffari
+2116,Key Costumer,Riki Lin Sabusawa
+2116,Supervising Sound Editor,Greg Hedgepath
+2116,Chief Lighting Technician,Jono Kouzouyan
+2116,Camera Operator,Chris Haarhoff
+2116,Propmaker,Jeff Shewbert
+2116,Associate Producer,Gina White
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+2116,Standby Painter,Holly Ritchie
+2116,Key Grip,Robert Gray
+2116,Craft Service,Chris Ranung
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+2116,Camera Intern,Markus Mentzer
+2116,Utility Stunts,Tom Bahr
+2116,Marine Coordinator,Tom Bahr
+2116,Chef,Erik Proveaux
+2116,Negative Cutter,Gary Burritt
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+9624,Editor,Robert A. Ferretti
+9624,Director,Steven Seagal
+9624,Screenplay,Robin U. Russin
+14199,Director,Robert Rodriguez
+14199,Camera Operator,Robert Rodriguez
+14199,Music,Graeme Revell
+14199,Casting,Mary Vernieu
+14199,Assistant Art Director,Christopher Stull
+14199,Costume Supervisor,Nina Proctor
+14199,Line Producer,Bill Scott
+14199,Makeup Effects,Gregory Nicotero
+14199,Associate Editor,Ethan Maniquis
+14199,Art Direction,Jeanette Scott
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+14199,Makeup Department Head,Ermahn Ospina
+14199,Hairstylist,Joe Rivera
+14199,Publicist,Sandra Condito
+14199,Construction Coordinator,Joe McCusker
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+1907,Director,Danny Boyle
+1907,Novel,Alex Garland
+1907,Director of Photography,Darius Khondji
+1907,Costume Design,Rachael Fleming
+4599,Director,Garry Marshall
+4599,Director of Photography,Charles Minsky
+4599,Property Master,Rick Young
+4599,Music Editor,Todd Bozung
+4599,Producer,Ashok Amritraj
+4599,Screenplay,Jack Amiel
+4599,Story,Beth Rigazio
+4599,Set Designer,Geoff Hubbard
+4599,Unit Production Manager,Carol Cuddy
+4599,Co-Producer,Karen Stirgwolt
+4599,Special Effects Coordinator,Gary Zink
+4599,Makeup Artist,Ronnie Specter
+4599,Makeup Department Head,Christina Smith
+4599,Art Department Coordinator,Charlie Campbell
+4599,Steadicam Operator,P. Scott Sakamoto
+4599,Set Designer,John Leimanis
+4599,Music Editor,Marvin Morris
+4599,Unit Production Manager,Margaret Hilliard
+4599,Schedule Coordinator,Carrie Black Gallison
+4599,Post Production Assistant,Jill Breitzman
+22832,Producer,Grant Hill
+22832,Director,James McTeigue
+22832,Co-Producer,Henning Molfenter
+22832,Writer,J. Michael Straczynski
+22832,Executive Producer,Thomas Tull
+22832,Executive Producer,William Fay
+22832,Executive Producer,Jon Jashni
+22832,Editor,Gian Ganziano
+10390,Director,Sam Raimi
+10390,Novel,Michael Shaara
+9879,Set Decoration,Leslie Bloom
+9879,Director of Photography,Stephen Goldblatt
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+9879,Sound Mixer,James Sabat
+9879,Director,Andrew Bergman
+9879,Dialogue Editor,Laura Civiello
+9879,Production Coordinator,Sandy Watterson
+9879,Special Effects Coordinator,Bruno Van Zeebroeck
+9879,Music Supervisor,Arlene Fishbach
+38579,Casting,Christian Kaplan
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+38579,Director,Tom Dey
+38579,Production Design,Sandy Cochrane
+44603,Director,Clint Eastwood
+11892,Set Decoration,Hilton Rosemarin
+11892,Director,Barbet Schroeder
+11892,Producer,Barbet Schroeder
+11892,Supervising Sound Editor,Ron Bochar
+11892,Art Department Coordinator,Robert Blasi
+11892,Steadicam Operator,Bob Gorelick
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+11892,Camera Operator,Dustin Blauvelt
+9691,Sound Re-Recording Mixer,Rick Alexander
+9691,Production Design,Thomas E. Sanders
+9691,Producer,Bruce A. Evans
+9691,Producer,Raynold Gideon
+9691,Costume Design,Elizabeth McBride
+9691,Director,Richard Donner
+9691,Director of Photography,Vilmos Zsigmond
+9691,Supervising Art Director,Daniel T. Dorrance
+9691,Set Designer,Gilbert Wong
+9691,Makeup Artist,Deborah K. Larsen
+9691,Costume Supervisor,Cha Blevins
+9691,Sound Re-Recording Mixer,Jeffrey J. Haboush
+9691,Sound Re-Recording Mixer,David E. Campbell
+9691,Foley,Kevin Bartnof
+9691,Art Department Coordinator,Wendy Skerritt
+9691,Property Master,Erik L. Nelson
+9691,Stunt Coordinator,Dick Hancock
+9691,Camera Operator,Ray De La Motte
+9691,Camera Operator,Neal Norton
+9691,Helicopter Camera,Frank M. Holgate
+9691,Lighting Technician,Raul J. Marin
+9691,Set Costumer,Eva Prappas
+1248,Director,Peter Webber
+1248,Novel,Thomas Harris
+1248,Producer,Tarak Ben Ammar
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+12220,Director of Photography,Michael Chapman
+12220,Director,Rob Reiner
+12220,Producer,Rob Reiner
+12220,Editor,Robert Leighton
+12220,Production Design,Lilly Kilvert
+12220,Producer,Jessie Nelson
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+12220,Sound Re-Recording Mixer,Greg P. Russell
+12220,Executive Producer,Frank Capra III
+12220,Editor,Alan Edward Bell
+12220,Sound Re-Recording Mixer,Kevin O'Connell
+12220,Sound Effects Editor,Yann Delpuech
+12220,Sound Mixer,Robert Eber
+72710,Casting,Mindy Marin
+72710,Producer,Nick Wechsler
+72710,Director,Andrew Niccol
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+72710,Makeup Department Head,Ve Neill
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+72710,Makeup Artist,Melanie Deforrest
+10782,Director,John McTiernan
+10782,Casting,Patricia McCorkle
+10782,Screenplay,James Vanderbilt
+10782,Executive Producer,Moritz Borman
+10782,Executive Producer,Basil Iwanyk
+10782,Sound Effects Editor,Kim Secrist
+10782,Production Supervisor,Sandy Watterson
+10782,Assistant Art Director,Paul D. Kelly
+10782,Sound Effects Editor,Mike Chock
+10782,Sound Re-Recording Mixer,John T. Reitz
+10782,Dialogue Editor,John C. Stuver
+10782,Special Effects Coordinator,Conrad V. Brink Jr.
+10782,Sound Effects Editor,Ken Fischer
+10782,Assistant Art Director,Deborah Palmer
+10782,Scenic Artist,Jude Kahle
+10782,Greensman,Michael J. Flynn
+10782,Greensman,William D. McLane
+10782,Sound Effects Editor,David Esparza
+10782,Sound Effects Editor,Stephen P. Robinson
+10782,Script Supervisor,Ilene Pickus
+10782,Costume Design,Kate Harrington
+9573,Director,Clint Eastwood
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+9573,Production Design,Henry Bumstead
+9573,Costume Design,Deborah Hopper
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+9573,Sound Re-Recording Mixer,Tom Johnson
+9573,Screenplay,Brian Helgeland
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+9573,Script Supervisor,Mable Lawson-McCrary
+9573,Dialogue Editor,Donald L. Warner Jr.
+9573,Sound Effects Editor,Glenn Hoskinson
+9573,Sound Effects Editor,Jason King
+9573,Sound Effects Editor,Howard Neiman
+9573,Sound Effects Editor,Eileen Horta
+4959,Director,Tom Tykwer
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+4959,Screenplay,Eric Singer
+10061,Screenplay,Kurt Russell
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+10061,Set Designer,Richard F. Mays
+10061,Art Direction,Bruce Crone
+10061,Director of Photography,Gary B. Kibbe
+10061,Costume Design,Robin Michel Bush
+10061,Set Designer,Christopher S. Nushawg
+10061,Construction Coordinator,John Hoskins
+10386,First Assistant Editor,Sheri Galloway
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+10386,Assistant Editor,Greg Snyder
+10386,Storyboard,Steve Lumley
+10386,Director,Brad Bird
+10386,Associate Producer,John Walker
+10386,Director of Photography,Steven Wilzbach
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+10386,Supervising Animator,Tony Fucile
+10386,Production Office Assistant,Dao Le
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+10386,Assistant Editor,John Currin
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+316152,Casting,Debra Zane
+316152,Editor,Juliette Welfling
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+316152,Director,Gary Ross
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+316152,Additional Camera,Michael Watson
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+316152,Key Hair Stylist,Theraesa Rivers
+316152,Additional Camera,Greg Morris
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+316152,Music,Nicholas Britell
+316152,Steadicam Operator,Bela Trutz
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+316152,Script Supervisor,Sam Sullivan
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+316152,Seamstress,Amy Darden Amos
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+316152,ADR & Dubbing,David Levy
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+316152,Digital Intermediate,Peter Boychuk
+316152,First Assistant Editor,Staci Pontius
+11615,Assistant Director,K.C. Hodenfield
+11615,Director,Alan Parker
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+11615,Co-Executive Producer,Norman Golightly
+11615,Executive Producer,Moritz Borman
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+11615,Line Producer,David Wimbury
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+11615,Pilot,Kevin LaRosa
+11615,Stunt Coordinator,Doug Coleman
+11615,Executive In Charge Of Production,Tobin Armbrust
+11615,Script Supervisor,Gina Grande
+11615,Thanks,Barbara Muschietti
+11615,Stunt Coordinator,Kerry Rossall
+11615,Special Effects Supervisor,Yves De Bono
+11615,Unit Production Manager,Alma Kuttruff
+11615,Location Manager,Drew Dillard
+11615,Casting Assistant,Cheryl White-Kurtz
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+13498,Director,Stephen Herek
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+241554,Production Design,Sharon Seymour
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+241554,Sound Designer,Dror Mohar
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+241554,Camera Operator,George Peters
+241554,ADR & Dubbing,Kenton Jakub
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+241554,Visual Effects Producer,Mitchell Ferm
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+241554,Visual Effects Supervisor,David Heras
+2252,Director,David Cronenberg
+2252,Editor,Ronald Sanders
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+2252,Production Design,Carol Spier
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+2252,Producer,Paul Webster
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+2252,Digital Intermediate,Nick Iannelli
+2252,Digital Intermediate,Dave Muscat
+2252,Dolby Consultant,Paul Sacco
+11968,Music,Paul Haslinger
+11968,Editor,Dennis Virkler
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+11968,Screenplay,Matt Johnson
+10047,Screenplay,Luc Besson
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+10047,Director,Luc Besson
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+38319,Executive Producer,Mark Huffam
+38319,Producer,Scott Stuber
+38319,Executive Producer,Andrew Z. Davis
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+69668,Editor,Glen Scantlebury
+69668,Music Editor,Jeff Carson
+69668,Director,Jim Sheridan
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+69668,Executive Producer,Rick Nicita
+69668,Foley,Gary A. Hecker
+69668,Still Photographer,George Kraychyk
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+69668,Visual Effects Producer,Marc Kolbe
+69668,Makeup Artist,Judy Chin
+69668,Makeup Artist,Jo-Ann MacNeil
+69668,Music Editor,Lise Richardson
+69668,Camera Operator,Angelo Colavecchia
+69668,Location Manager,Will Hoddinott
+69668,ADR & Dubbing,Laura Harris Atkinson
+69668,Visual Effects Editor,Luis F. Pazos
+69668,Digital Intermediate,Joe Ken
+69668,Hairstylist,Vincent Sullivan
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+69668,Construction Coordinator,Joe Curtin
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+69668,Studio Teachers,Laurel Bresnahan
+69668,Production Coordinator,Sabine Graham
+69668,Foley Editor,Patrick Cusack
+69668,Painter,Tim Campbell
+69668,Boom Operator,Gavin Coford
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+9770,Director,Costa-Gavras
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+9770,Music,Thomas Newman
+9770,Producer,Arnold Kopelson
+9770,Screenplay,Tom Matthews
+9770,Screenplay,Eric Williams
+11212,Original Music Composer,Bruce Broughton
+11212,Director,Patrick Read Johnson
+11212,Executive Producer,William Ryan
+10533,Director,Roland Joffé
+10533,Producer,Roland Joffé
+10533,Editor,Thom Noble
+10533,Executive Producer,Tova Laiter
+38363,Director,Doug Liman
+9923,Director,Tony Scott
+9923,Executive Producer,Barry H. Waldman
+9923,Executive Producer,Toby Emmerich
+9923,Executive Producer,Victor Hadida
+9923,Producer,David Hadida
+9923,Script Supervisor,Julie Pitkanen
+9923,Script Coordinator,Karin Anderson
+9923,Hairstylist,Martin Samuel
+11863,Director,William Friedkin
+18501,Editor,Peter Amundson
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+18501,Director,Brian Taylor
+18501,Executive Producer,Brian Taylor
+18501,Director,Mark Neveldine
+18501,Executive Producer,Mark Neveldine
+18501,Costume Supervisor,Nancy Au
+18501,Special Effects Coordinator,Larz Anderson
+18501,Set Decoration,Betty Berberian
+18501,Special Effects Coordinator,Jason Hamer
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+18501,Foley,Lise Wedlock
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+18501,Sound Re-Recording Mixer,Joe Dzuban
+18501,Location Manager,Jennifer Dunne
+18501,Visual Effects Supervisor,Gabriel Sánchez
+18501,Dialogue Editor,Michael Hertlein
+18501,Leadman,Thomas Traugott
+18501,Visual Effects Producer,Jenny Foster
+18501,Set Costumer,Jesse Trevino
+18501,Still Photographer,Saeed Adyani
+18501,Visual Effects Editor,Paul Stemmer
+18501,Visual Effects Editor,Pacini Kevin
+18501,Visual Effects Producer,Steve Griffith
+18501,Property Master,Guillaume DeLouche
+18501,Foley,Guy Francoeur
+18501,Digital Intermediate,Andy Kaplan
+18501,Choreographer,Robert Royston
+18501,Unit Publicist,Michael Umble
+18501,Rigging Gaffer,Greg Travis
+18501,Set Costumer,Matt Chase
+18501,Makeup Artist,Lisa Taylor Roberts
+18501,Visual Effects Producer,Carey Michaels Keeney
+18501,VFX Supervisor,Alan Boucek
+109491,Director,Richard LaGravenese
+109491,Supervising Art Director,Troy Sizemore
+109491,Producer,Erwin Stoff
+109491,Producer,Broderick Johnson
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+9275,Director,Danny DeVito
+9275,Casting,Margery Simkin
+329833,Writer,Justin Theroux
+329833,Producer,Jeff Mann
+329833,Director,Ben Stiller
+329833,Writer,John Hamburg
+329833,Producer,Stuart Cornfeld
+329833,Writer,Nicholas Stoller
+329833,Associate Producer,Sarah Rae Davidson
+329833,Associate Producer,John Hudson
+12634,Director of Photography,Jeffrey L. Kimball
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+12634,Editor,Brian Berdan
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+12634,Executive Producer,Zane Weiner
+12634,Producer,Steve Bing
+12634,Director,George Armitage
+10416,Editor,Richard Marks
+10416,Director,Mike Nichols
+10416,Producer,Mike Nichols
+47327,Sound Re-Recording Mixer,Tom Johnson
+47327,Producer,Michael De Luca
+47327,Sound Designer,Steve Boeddeker
+47327,Director,Patrick Lussier
+47327,Director of Photography,Brian Pearson
+47327,Visual Effects Producer,Scott Coulter
+47327,Producer,René Besson
+47327,Visual Effects Supervisor,Martin Bernfeld
+47327,Editor,Devin C. Lussier
+47327,ADR & Dubbing,Marshall Winn
+47327,Digital Intermediate,Bruce Lomet
+47327,Still Photographer,Richard Foreman Jr.
+47327,Visual Effects Art Director,Simeon Asenov
+47327,Animation,Adam Klein
+47327,Gaffer,Max Pomerleau
+47327,Hairstylist,Andrea Young
+47327,Visual Effects Producer,Mike Gibson
+47327,Digital Intermediate,Everette Webber
+47327,Digital Intermediate,Mark Sahagun
+15268,Director,Andrzej Bartkowiak
+15268,Screenplay,Justin Marks
+15268,Executive Producer,Keiji Inafune
+10796,Sound Designer,Harry Cohen
+10796,Sound Editor,Bryan Bowen
+10796,Dialogue Editor,Stu Bernstein
+10796,Set Decoration,Jan K. Bergstrom
+10796,Director,James Wong
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+10796,Visual Effects Coordinator,Mark G. Soper
+10796,Production Coordinator,Zoila Gomez
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+9548,Producer,Steve Perry
+9548,Screenplay,Daniel Waters
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+9548,Screenplay,David Arnott
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+9548,Pilot,Michael Tamburro
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+1900,Director of Photography,Steven Soderbergh
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+1900,Costume Design,Louise Frogley
+1900,Producer,Edward Zwick
+1900,Producer,Marshall Herskovitz
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+89,Stunts,Nick Gillard
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+89,Stunts,Steve Kelso
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+89,Special Effects Supervisor,David H. Watkins
+96724,Casting,Jina Jay
+96724,Director,Joe Wright
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+96724,Art Direction,Thomas Brown
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+96724,Art Direction,Tom Still
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+198184,Original Music Composer,Hans Zimmer
+198184,Production Design,Jules Cook
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+198184,Sound Designer,Dave Whitehead
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+9481,Director,Phillip Noyce
+9481,Producer,Michael Bregman
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+9481,Stunt Coordinator,Jean Frenette
+9481,Key Grip,Mathieu Charest
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+9481,Still Photographer,Takashi Seida
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+9481,Best Boy Electric,Eames Gagnon
+9481,Property Master,Douglas Fox
+9481,Property Master,Elizabeth Schlitten
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+9481,Special Effects Coordinator,Francis Marleau
+9481,Still Photographer,Jonathan Wenk
+9481,Video Assist Operator,Julie Sageau
+9481,Unit Publicist,Lorraine Jamison
+9481,Script Supervisor,Barbara Stoia
+9481,Digital Compositors,Craig Chandler
+9481,Script Supervisor,Monique Champagne
+9481,Post Production Assistant,George Dickson
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+9481,Electrician,Damian Gonzales
+9481,Visual Effects Coordinator,Christopher Grandel
+4547,Music,Howard Shore
+4547,Producer,David Koepp
+4547,Costume Design,Michael Kaplan
+4547,Director,David Fincher
+4547,Art Direction,Keith Neely
+4547,Unit Production Manager,Denis L. Stewart
+4547,Music Editor,Lisa Jaime
+4547,First Assistant Director,Mike Topoozian
+4547,Hairstylist,Frances Mathias
+4547,Sound Re-Recording Mixer,Lora Hirschberg
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+4547,Dialogue Editor,Richard Quinn
+4547,Sound Effects Editor,David C. Hughes
+4547,Dialogue Editor,Ewa Sztompke
+4547,Production Accountant,Mike Revell
+53953,Director,Chuck Bowman
+6415,Producer,Charles Roven
+6415,Executive Producer,Bruce Berman
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+6415,Casting,Anne McCarthy
+6415,Screenplay,David O. Russell
+6415,Director,David O. Russell
+6415,Costume Supervisor,Bob Morgan
+181283,Editor,Pietro Scalia
+181283,Screenplay,Richard Price
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+181283,Producer,Michael Schaefer
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+181283,Sound Designer,Ann Scibelli
+181283,Digital Intermediate,Lisa Tutunjian
+181283,Sound Designer,Peter Staubli
+181283,Art Direction,Martin Vackár
+181283,Unit Publicist,Alisa Buckley
+181283,Sound Effects Editor,Dan Hegeman
+181283,ADR & Dubbing,Chris Jargo
+181283,Still Photographer,Larry D. Horricks
+181283,Foley,Alex Ullrich
+181283,Camera Operator,Jirí Málek
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+181283,Set Decoration,Sophie Hervieu
+181283,Assistant Art Director,Zuzana Svobodova
+181283,Music Editor,Carl Sealove
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+9896,Director,Jerry Zucker
+9896,Costume Design,Ellen Mirojnick
+9896,Original Music Composer,John Powell
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+9896,Screenplay,Andy Breckman
+9896,Casting,Bette Chadwick
+9896,Script Supervisor,Randi Feldman
+167,Director,Iain Softley
+167,Screenplay,Charles Leavitt
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+167,Art Direction,Alec Hammond
+167,Costume Design,Louise Mingenbach
+167,Camera Operator,David M. Dunlap
+167,Assistant Art Director,Drew Boughton
+167,Hairstylist,Carol A. O'Connell
+167,Makeup Artist,Edouard F. Henriques
+167,Visual Effects Supervisor,Conny Fauser
+167,Visual Effects Producer,Petra Holtorf
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+167,Camera Operator,Paul C. Babin
+167,Set Costumer,Patricia Bercsi
+167,Steadicam Operator,Jim McConkey
+167,Hair Department Head,Martin Samuel
+167,Set Costumer,Amanda Gore
+167,Set Costumer,Kathleen Gore-Misko
+167,Set Costumer,Emily Wyss
+167,Makeup Artist,Pamela Santori
+167,Rigging Grip,Justin Van Fleet
+11232,Director,James Mangold
+11232,Casting,Kerry Barden
+11232,Director of Photography,Stuart Dryburgh
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+1636,Production Design,Rick Heinrichs
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+1636,Costume Design,Deena Appel
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+2148,Director,Francis Ford Coppola
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+5176,Costume Supervisor,Linda Matthews
+5176,Set Costumer,Bren Cook
+5176,Sound Effects Editor,Ted Caplan
+5176,Visual Effects Producer,Christina Graff
+5176,Visual Effects Supervisor,Paul Graff
+5176,Steadicam Operator,David Luckenbach
+5176,Visual Effects Supervisor,Mark Dornfeld
+5176,Script Supervisor,Sheila Waldron
+5176,Post Production Supervisor,Aaron Downing
+5176,Set Costumer,Aleah Ames
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+5176,Property Master,John Paul 'J.P.' Jones
+5176,Sound Designer,Donald Sylvester
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+5176,Assistant Costume Designer,Terry Anderson
+5176,Casting Associate,Marie A. Kohl
+5176,First Assistant Camera,Chip Byrd
+5176,Lighting Technician,Bradley Barnes
+260346,Producer,Luc Besson
+260346,Writer,Luc Besson
+260346,Writer,Robert Mark Kamen
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+260346,Set Decoration,Linda Spheeris
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+260346,Director,Olivier Megaton
+260346,Makeup Department Head,Myke Michaels
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+260346,Script Supervisor,Diane H. Newman
+260346,Makeup Artist,Stéphane Robert
+260346,Costume Supervisor,Terri De Haan
+260346,Line Producer,Michael Mandaville
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+260346,Construction Coordinator,Martinus Van Lunen
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+260346,Pilot,Luc Poullain
+260346,Location Manager,Kai Thorup
+260346,Art Direction,Natasha Hatch
+260346,Camera Operator,Pierre O' Halloran
+260346,Best Boy Electric,German Valle
+1389,Producer,Danny DeVito
+1389,Director,Steven Soderbergh
+1389,Director of Photography,Elliot Davis
+1389,Producer,Michael Shamberg
+9894,Director,Ben Stiller
+9894,Executive Producer,Marc Gurvitz
+7504,Director,Deepa Mehta
+7504,Producer,Deepa Mehta
+8592,Director of Photography,Vittorio Storaro
+8592,Director,Warren Beatty
+913,Director,John McTiernan
+913,Screenplay,Kurt Wimmer
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+11091,Director of Photography,Miroslav Ondříček
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+1368,Sound Editor,Bub Asman
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+1368,Producer,Buzz Feitshans
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+1368,Screenplay,William Sackheim
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+1368,Script,Pattie Robertson
+1368,Greensman,Gary J. Williams
+1368,Driver,Bob Bowe
+1368,Production Accountant,Charlie Davidson
+593,Director,Andrei Tarkovsky
+593,Novel,Stanisław Lem
+593,Director of Photography,Vadim Yusov
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+593,Sound Designer,Semyon Litvinov
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+5393,Producer,Charlie Woebcken
+5393,Animation Director,Yvette Kaplan
+5393,Director,Yvette Kaplan
+5393,Executive Producer,Rainer Söhnlein
+5393,Producer,Chad Hammes
+5393,Producer,Wilhelm Auer
+5393,Screenplay,Robert Moreland
+5393,Additional Writing,Doug Langdale
+5393,Executive Producer,Tom Ortenberg
+5393,Executive Producer,Andre Sikojev
+5393,Editor,Ringo Waldenburger
+5393,Director of Photography,David Dulac
+5393,Music,Paul Buckley
+5393,Music,Robyn Klein
+5393,Additional Music,Nick Amour
+5393,Director,Paul Bolger
+5393,Director,Greg Tiernan
+5393,Animation Director,Greg Tiernan
+5393,Animation,Darren Schmidtz
+9095,Director,Stephen Frears
+9095,Screenplay,Christopher Hampton
+9095,Producer,Norma Heyman
+9095,Producer,Nancy Graham Tanen
+9095,Executive Producer,Lynn Pleshette
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+8874,Director,P.J. Hogan
+8874,Producer,Jerry Zucker
+8874,Producer,Ronald Bass
+11467,Screenplay,Peter Tolan
+11467,Director,Joe Roth
+320,Director,Christopher Nolan
+320,Producer,Edward McDonnell
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+320,Gaffer,Drew Davidson
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+320,Music Editor,Alex Gibson
+320,Sound Re-Recording Mixer,Myron Nettinga
+320,Dialogue Editor,Kira Roessler
+320,Assistant Costume Designer,Karin Nosella
+320,Art Department Coordinator,Franziska Keller
+320,Boom Operator,Anthony J. Giacinti
+320,Special Effects Coordinator,Randy Shymkiw
+199,Original Music Composer,Jerry Goldsmith
+199,Producer,Peter Lauritson
+199,Screenplay,Brannon Braga
+199,Director,Jonathan Frakes
+199,Director of Photography,Matthew F. Leonetti
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+20533,Editor,Daniel P. Hanley
+20533,Executive Producer,John Goldstone
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+20533,Story,Mark Neveldine
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+10684,Director of Photography,Roger Deakins
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+1624,Original Music Composer,John Debney
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+1624,Music Supervisor,Jeff Carson
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+1624,Visual Effects Supervisor,Jon Farhat
+1624,Set Decoration,Ric McElvin
+1624,Director of Photography,Russell Boyd
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+1624,Special Effects Coordinator,Burt Dalton
+1624,Visual Effects Producer,Robert Stadd
+1624,Still Photographer,Melinda Sue Gordon
+1624,Camera Operator,Don Reddy
+1624,Camera Technician,Steven J. Winslow
+1624,Second Unit Cinematographer,Mickey Gilbert
+1624,Hairstylist,Fríða Aradóttir
+1624,Art Direction,Richard Toyon
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+1624,Art Department Coordinator,Ashley Fardys
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+1624,Leadman,Nancy Gilmore
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+1624,Set Production Assistant,Sean Buck
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+325789,Casting,Gail Stevens
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+325789,Visual Effects Coordinator,George Stone
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+325789,Producer,Miriam Segal
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+113464,Director,Terence Young
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+113464,Editor,Peter Taylor
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+113464,Executive Producer,Sun Myung Moon
+888,Executive Producer,Steven Spielberg
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+82675,Music,Steve Martin
+82675,Director,Olivier Megaton
+82675,Stunts,Sébastien Peres
+82675,Director of Photography,Romain Lacourbas
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+82675,Art Direction,Nanci Roberts
+82675,Art Direction,Atilla Yilmaz
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+82675,Costume Supervisor,Dana Loats
+82675,Stunts,Frédéric Alhinho
+4256,Executive Producer,Harvey Weinstein
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+4256,Characters,Shawn Wayans
+4256,Screenplay,Pat Proft
+4256,Art Direction,William Heslup
+4256,Unit Manager,Fitch Cady
+4256,Production Illustrator,Kirsten Franson
+4256,Property Master,Graham Coutts
+4256,Prosthetic Supervisor,Timothy Huizing
+4256,Special Effects Coordinator,Tony Lazarowich
+4256,Transportation Coordinator,Jake Callihoo
+4256,Visual Effects Supervisor,Stuart Robertson
+4256,Supervising Sound Editor,Michael J. Benavente
+4256,Unit Publicist,Barbara Chomos
+4256,Art Department Coordinator,Michelle Gasque
+4256,Location Scout,Anand Kanna
+4256,First Assistant Camera,Kevin Garcia
+4256,Grip,Dan Bennett
+4256,Still Photographer,Marni Grossman
+4256,Assistant Costume Designer,Paula Bradley
+4256,Set Dressing Artist,Richard Beech
+4256,Chef,Shawn Timoteo
+4256,Digital Effects Supervisor,Bill Coffin
+4256,Driver,Larry Baldwin
+4256,Production Office Assistant,Wendy L. Adjoury
+4256,Transportation Co-Captain,Dan Johnson
+4256,Video Assist Operator,Colin Maier
+4256,Best Boy Electric,Saubrie Mohamed
+4256,Lighting Technician,Rob Cantin
+4256,Digital Compositors,Michelle Butler
+1493,Executive Producer,Bruce Berman
+1493,Stunt Coordinator,Jack Gill
+1493,Makeup Department Head,Dorothy J. Pearl
+1493,Director,Donald Petrie
+1493,Co-Producer,Katie Ford
+1493,Supervising Sound Editor,David Hankins
+1493,Makeup Artist,Pamela S. Westmore
+1493,Music Supervisor,Steve Schnur
+88751,Director,Eric Brevig
+88751,Original Music Composer,Andrew Lockington
+88751,Cinematography,Chuck Shuman
+88751,Costume Design,Mario Davignon
+11130,Director,Garry Marshall
+9944,Editor,Tom Rolf
+9944,Director,Alan J. Pakula
+9944,Dialogue Editor,Robert Hein
+9944,Editor,Trudy Ship
+9944,Supervising Sound Editor,Ron Bochar
+9944,Dialogue Editor,Marissa Littlefield
+9944,Steadicam Operator,Ted Churchill
+9944,First Assistant Editor,Kelly Irvine
+10731,Original Music Composer,Howard Shore
+10731,Producer,Arnon Milchan
+10731,Production Design,Bruno Rubeo
+10731,Director,Joel Schumacher
+10731,Art Direction,James F. Truesdale
+10731,Screenplay,Robert Getchell
+10731,Costume Design,Ingrid Ferrin
+7350,Director,Rob Reiner
+7350,Casting,Jane Jenkins
+7350,Music,Marc Shaiman
+7350,Camera Operator,Ian Fox
+7350,Costume Design,Molly Maginnis
+7350,First Assistant Director,Frank Capra III
+7350,Transportation Coordinator,Jonathan A. Rosenfeld
+7350,Costume Supervisor,Sandy Kenyon
+7350,Sound Editor,Ann Scibelli
+7350,Still Photographer,Sidney Ray Baldwin
+7350,Dialogue Editor,Laura Harris Atkinson
+7350,First Assistant Sound Editor,Gayle Wesley
+7350,Key Grip,Les T. Tomita
+7350,Key Hair Stylist,Marie Larkin
+7350,Executive In Charge Of Production,Mark Scoon
+7350,Key Makeup Artist,Tonyia Verna
+7350,Production Sound Mixer,Robert Eber
+7350,Key Costumer,Sally Smith-McCardle
+7350,Production Accountant,Eric Layne
+9869,Director of Photography,Donald McAlpine
+9869,Director,Phillip Noyce
+9869,Screenplay,Donald Stewart
+4379,Original Music Composer,David Newman
+4379,Editor,Scott Hill
+4379,Production Design,Missy Stewart
+4379,Producer,Paula Weinstein
+4379,Art Direction,James F. Truesdale
+4379,Director,Robert Luketic
+4379,Original Music Composer,Rosey
+146233,Costume Design,Renée April
+146233,Casting,Paul Schnee
+146233,Producer,Broderick Johnson
+146233,Producer,Andrew A. Kosove
+146233,Production Design,Patrice Vermette
+146233,Director,Denis Villeneuve
+146233,Supervising Sound Editor,Alan Robert Murray
+146233,Sound Designer,Tom Ozanich
+146233,Sound Effects Editor,Mark Larry
+146233,Dialogue Editor,Paul Apted
+146233,Dialogue Editor,Katy Wood
+146233,Sound mixer,Mary H. Ellis
+2034,Casting,Mary Vernieu
+2034,Screenplay,David Ayer
+2034,Co-Producer,David Ayer
+2034,Director of Photography,Mauro Fiore
+2034,Director,Antoine Fuqua
+2034,Producer,Jeffrey Silver
+2034,Producer,Robert F. Newmyer
+2034,Costume Design,Michele Michel
+2034,Script Supervisor,Nicole Cummins
+2034,Music Supervisor,John Houlihan
+926,Original Music Composer,David Newman
+926,Director of Photography,Jerzy Zielinski
+926,Director,Dean Parisot
+926,Unit Production Manager,Charles Newirth
+926,Editor,Don Zimmerman
+926,Makeup Department Head,Ve Neill
+926,Makeup Artist,Hallie D'Amore
+926,Sound Effects Editor,Tim Nielsen
+926,Dialogue Editor,Ewa Sztompke
+926,ADR & Dubbing,Jessica Gallavan
+926,Sound Effects Editor,J.R. Grubbs
+926,Sound Effects Editor,Karen G. Wilson
+926,Dialogue Editor,Claire Graybill
+926,Art Department Coordinator,Ashley Fardys
+4248,Music Editor,Bill Abbott
+4248,Executive Producer,Harvey Weinstein
+4248,Director of Photography,Steven Bernstein
+4248,Production Design,Cynthia Kay Charette
+4248,Set Decoration,Bob Kensinger
+4248,Special Effects Coordinator,Lou Carlucci
+4248,Second Unit Cinematographer,Tony Mark
+4248,Co-Executive Producer,Tony Mark
+4248,Editor,Thomas J. Nordberg
+4248,Casting,Christine Sheaks
+4248,Director,Keenen Ivory Wayans
+4248,Screenplay,Shawn Wayans
+4248,Characters,Jason Friedberg
+4248,Screenplay,Michael Anthony Snowden
+4248,Art Direction,Catherine Smith
+4248,Associate Producer,Barry Rosenbush
+4248,Orchestrator,Rick Giovinazzo
+4248,Set Production Assistant,Marc W. Havener
+4248,Co-Executive Producer,Lisa Blum
+4248,Sound Re-Recording Mixer,Steve Maslow
+4248,Set Designer,Cameron Birnie
+4248,Makeup Department Head,Rebecca DeHerrera
+4248,Dialogue Editor,James Matheny
+4248,Scoring Mixer,John Kurlander
+4248,Makeup Artist,Timothy Huizing
+4248,Chef,Jamie Kemp
+4248,Visual Effects Coordinator,Joseph B. Conmy IV
+4248,Supervising Sound Editor,Michael J. Benavente
+4248,Digital Effects Supervisor,Bruce Jurgens
+4248,Executive Visual Effects Producer,Mary Stuart-Welch
+4248,Compositors,Justin Hammond
+4248,Executive Producer,Peter Schwerin
+4248,Key Hair Stylist,Carla Farmer
+4248,Still Photographer,Linda R. Chen
+4248,Electrician,Glen Magers
+4248,Rigging Gaffer,Craig A. Brink
+4248,Lighting Technician,Michael K. Davis
+4248,Location Scout,Raine Hall
+4248,Driver,John Sagray
+4248,Gaffer,David A. Cook
+4248,Digital Compositors,Heather Davis Baker
+64328,Director,James Bobin
+36647,Original Music Composer,Mark Isham
+36647,Executive Producer,Lynn Harris
+36647,Production Sound Mixer,Ken King
+36647,Executive Producer,Avi Arad
+36647,Producer,Peter Frankfurt
+36647,Art Direction,Barry Chusid
+36647,Producer,Wesley Snipes
+36647,Executive In Charge Of Production,Carla Fry
+36647,Executive In Charge Of Post Production,Jody Levin
+36647,Director,Stephen Norrington
+36647,Foley,Joan Rowe
+36647,Foley,Sean Rowe
+36647,Casting,Jory Weitz
+36647,Script Supervisor,Nicole Cummins
+36647,Camera Operator,Moshe Levin
+36647,Set Production Assistant,Rodney Barnes
+36647,Key Costumer,Sandy Kenyon
+36647,Sequence Supervisor,Chris Romano
+36647,Property Master,Steven B. Melton
+36647,Dialogue Editor,Paul Curtis
+36647,Gaffer,Jono Kouzouyan
+36647,Unit Publicist,Guy Adan
+36647,Hairstylist,Kim Santantonio
+36647,Leadman,Anthony F. Jimenez
+36647,Visual Effects Editor,Chris DeAngelis
+36647,Visual Effects Supervisor,William Plant
+36647,Animation Supervisor,Daniele Colajacomo
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+36647,Digital Effects Supervisor,Antoine Durr
+36647,Key Grip,Robert Gray
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+36647,Chef,Lisa Y. Turner
+36647,Set Medic,David O. Krupnick
+36647,Systems Administrators & Support,Bob Froehlig
+36647,Technical Supervisor,Tommy Hooper
+36647,Best Boy Electric,Greg Kittelson
+36647,Electrician,R. Bruce Prochal
+36647,Production Coordinator,Marlene Hart
+36647,Production Manager,Danny Rubio
+36647,Second Assistant Director,Rebecca Strickland
+36647,Assistant Production Coordinator,Anthea Strangis
+36647,3D Artist,Lance Armstrong
+7214,Casting,Sarah Finn
+7214,Director,Thomas Carter
+7214,Executive Producer,Thomas Carter
+7214,Screenplay,Mark Schwahn
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+7214,Producer,Mike Tollin
+1537,Director,Roger Michell
+1537,Screenplay,Michael Tolkin
+1537,Screenplay,Chap Taylor
+9360,Director of Photography,Bill Butler
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+9360,Set Decoration,Daniel Loren May
+9360,Director,Luis Llosa
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+9360,Producer,Leonard Rabinowitz
+9360,ADR Supervisor,Kimberly Harris
+9360,Dialogue Editor,John H. Arrufat
+9360,First Assistant Director,K.C. Colwell
+9360,Production Accountant,Gene Kelly
+9360,Visual Effects Producer,Robin Griffin
+9360,Underwater Camera,Pete Romano
+9360,Stunts,Jennifer Badger
+9360,Still Photographer,Michael Douglas Middleton
+9360,Visual Effects Editor,Scott Anderson
+9360,Set Costumer,Gala Autumn
+9360,Leadman,Randy Bostic
+9360,Special Effects Supervisor,Chuck Gaspar
+9360,Construction Coordinator,Michael Muscarella
+9360,Visual Effects Supervisor,John Nelson
+9360,Music Editor,Joanie Diener
+9360,Sound Mixer,Douglas B. Arnold
+9360,Standby Painter,Serge Genitempo
+9360,Production Coordinator,Kris Fullan Martinez
+9360,Greensman,Glen Harmon
+9360,Painter,Louis Medrano
+9360,Camera Operator,Walt Fraser
+9360,Grip,Gary A. Beaird
+9360,Craft Service,Todd Johnson
+9360,Loader,Gu Ramalho
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+9360,Boom Operator,Steve Birkett
+9360,First Assistant Sound Editor,Destiny Borden
+9360,Visual Effects,Bill Houston Ball
+6282,Producer,Chad Oman
+6282,Casting,Bonnie Timmermann
+6282,Director,David McNally
+6282,Writer,Gina Wendkos
+6282,Costume Supervisor,John Casey
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+6282,Set Costumer,Valerie Manahan
+6282,Makeup Artist,Ela Barczewska
+508,Producer,Tim Bevan
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+9487,Screenplay,Andrew Stanton
+9487,Director,Andrew Stanton
+9487,Director,John Lasseter
+9487,Story,John Lasseter
+9487,Animation,Kyle Balda
+9487,Screenplay,Don McEnery
+9487,Producer,Kevin Reher
+768,Producer,Don Murphy
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+768,Costume Design,Kym Barrett
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+768,Director,Albert Hughes
+768,Director,Allen Hughes
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+768,Makeup Artist,Jirí Farkas
+768,Visual Effects,Bill Taylor
+768,Sound Effects Editor,Roland N. Thai
+768,Foley,Dawn Lunsford
+768,Sound Recordist,Tim Gomillion
+768,Sound Recordist,Dennis Rogers
+768,Animation,Fumi Mashimo
+768,Sound Re-Recording Mixer,Doug Hemphill
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+768,ADR & Dubbing,Vanessa Lapato
+768,Art Department Coordinator,Pavla Lehnerova
+768,Property Master,Josef Calta
+768,Scenic Artist,Vladislav Lew
+768,Stunt Coordinator,Pavel Vokoun
+768,Set Costumer,Sabrina Calley
+2636,Producer,Jerry Weintraub
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+2636,Editor,Jack Hofstra
+2636,Director,Luis Llosa
+2636,Screenplay,Alexandra Seros
+2636,Novel,John Shirley
+2636,Costume Supervisor,Kent James
+10478,Director,Ron Shelton
+10478,Producer,David V. Lester
+10478,Art Direction,Christopher Burian-Mohr
+10478,Screenplay,John Norville
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+10478,Casting,Ed Johnston
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+10478,Music Supervisor,Mark Hartley
+10478,Music Supervisor,Larry Fitzgerald
+27983,Casting,Lynn Stalmaster
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+27983,Editor,Stuart Gilmore
+9981,Stunt Coordinator,Webster Whinery
+9981,Stunt Coordinator,Charlie Brewer
+9981,Set Decoration,Jan Pascale
+9981,Art Direction,Virginia L. Randolph
+9981,Editor,Peter Teschner
+9981,Director of Photography,Lloyd Ahern II
+9981,Director,Jesse Dylan
+9981,Production Design,Clayton Hartley
+9981,Writer,Steve Rudnick
+9981,Camera Operator,Todd McMullen
+7453,Editor,Niven Howie
+7453,Producer,Roger Birnbaum
+7453,Director,Garth Jennings
+7453,Co-Producer,Caroline Hewitt
+7453,Producer,Nick Goldsmith
+7453,Executive Producer,Robbie Stamp
+15045,Producer,John Davis
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+15045,Animation,James Baker
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+7737,Producer,Paul W.S. Anderson
+7737,Producer,Samuel Hadida
+7737,Director of Photography,David Johnson
+7737,Executive Producer,Kelly Van Horn
+7737,Production Design,Eugenio Caballero
+7737,Director,Russell Mulcahy
+232672,Director,Frank Coraci
+232672,Writer,Ivan Menchell
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+8987,Director,Curtis Hanson
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+11359,Casting,Margery Simkin
+11359,Director,Frank Oz
+82525,Director,Oliver Stone
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+82525,Casting,Sarah Finn
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+82525,Production Design,Tomas Voth
+82525,Editor,Alex Marquez
+82525,Producer,Eric Kopeloff
+82525,Screenplay,Don Winslow
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+9759,Casting,Roger Mussenden
+9759,Director,David R. Ellis
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+9759,Screenplay,Chris Morgan
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+9759,Unit Production Manager,Richard J. Gelfand
+9759,Sound Re-Recording Mixer,Michael Keller
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+9759,Script Supervisor,Brenda Lopez
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+9759,Assistant Editor,Bryan Lamoureux
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+9486,Director of Photography,Remi Adefarasin
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+9486,Director,Peter Howitt
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+9906,Producer,Tom Hanks
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+9906,Director,John A. Davis
+9906,Producer,John A. Davis
+9906,Author,John A. Davis
+9906,Executive Producer,Scott Mednick
+9906,Producer,Kim Saxon
+9906,Art Direction,Chris Consani
+9906,Production Design,Barry E. Jackson
+841,Assistant Art Director,Kevin Phipps
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+841,Sound Editor,Teresa Eckton
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+841,Makeup Effects,Etsuko Egawa
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+841,Sound Re-Recording Mixer,Kevin O'Connell
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+841,Assistant Art Director,Raul Paton Garcia
+841,Sculptor,Rafael Ablanque
+841,Camera Operator,Chic Anstiss
+841,Camera Operator,Ken Worringham
+841,Still Photographer,George Whitear
+841,Script Supervisor,Yvonne Axeworthy
+4688,Producer,Jennifer Todd
+4688,Director,Julie Taymor
+4688,Producer,Matthew Gross
+4148,Director,Sam Mendes
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+4148,Visual Effects Supervisor,Randall Balsmeyer
+4148,Music Supervisor,Randall Poster
+4148,Screenplay,Justin Haythe
+4148,Script Supervisor,Jayne-Ann Tenggren
+4148,Seamstress,Lara Greene
+2207,Director,Richard Donner
+2207,Set Decoration,Steve Shewchuk
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+2207,Director of Photography,Glen MacPherson
+9381,Director,Mathieu Kassovitz
+9381,Supervising Art Director,John King
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+9381,Producer,Benoît Jaubert
+9381,Screenplay,Éric Besnard
+9381,Choreographer,David Belle
+9381,Casting,Gigi Akoka
+9381,Still Photographer,Guy Ferrandis
+9381,Visual Effects Supervisor,Stephane Ceretti
+9381,Art Direction,Claudio Campana
+9381,Art Direction,Stephen Wong
+9381,Set Decoration,Michel Pagès
+9381,Script Supervisor,Paula Casarin
+9381,Production Manager,Michaela Flenerová
+9381,Sound Recordist,Gréggory Poncelet
+9381,Art Department Coordinator,Katerina van Gemundova
+9381,Supervising Sound Editor,Ken Yasumoto
+9381,Camera Operator,Kenneth Svedlund
+9381,Digital Intermediate,Stephanie Broussaud
+9381,Location Manager,Jaroslav Vaculik
+9381,Camera Operator,Martin Maryska
+9625,Screenplay,Kevin Brodbin
+9625,Editor,Donn Cambern
+9625,Producer,Julius R. Nasso
+9625,Director,John Gray
+9304,Director,Harold Ramis
+9304,Casting,Howard Feuer
+9304,Production Design,Jackson De Govia
+9304,Makeup Artist,Cheri Minns
+20856,Director,John Schultz
+20856,Animation,Guy Bar'ely
+20856,Animation,Joel Foster
+20856,Visual Effects Art Director,Sagar Patil
+5955,Director,Sean Penn
+5955,Producer,Sean Penn
+5955,Executive Producer,Don Carmody
+5955,Editor,Jay Cassidy
+5955,Production Design,Bill Groom
+9899,Director of Photography,John Bailey
+9899,Production Design,Mark Friedberg
+9899,Producer,Mel Brooks
+9899,Screenplay,Mel Brooks
+9899,Director,Susan Stroman
+9899,Producer,Amy Herman
+9899,Casting,Tara Jayne Rubin
+9899,Costume Design,William Ivey Long
+9826,Screenplay,Jeffrey Boam
+9826,Producer,Robert Evans
+9826,Director,Simon Wincer
+21355,Director,Billy Bob Thornton
+10858,Original Music Composer,John Williams
+10858,Director,Oliver Stone
+10858,Producer,Oliver Stone
+11439,Director,Roman Polanski
+11439,Screenplay,Roman Polanski
+11439,Producer,Robert Benmussa
+11439,Director of Photography,Pawel Edelman
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+11439,Casting,Fiona Weir
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+11439,Set Decoration,Bernhard Henrich
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+9457,Art Direction,Kevin Ishioka
+9457,Director,Stephen Sommers
+9457,Writer,Stephen Sommers
+9457,Editor,Bob Ducsay
+9457,Dialogue Editor,Dan Yale
+9457,Executive Producer,Barry Bernardi
+9457,Production Design,Holger Gross
+9457,Casting,Mary Goldberg
+9457,Producer,John Baldecchi
+9457,Foley,Sean Rowe
+9457,Helicopter Camera,Michael Kelem
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+9457,Scenic Artist,Barry Kootchin
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+9457,Scenic Artist,Lubor Cencak
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+9457,Script Supervisor,Lorelei Kuchera
+9457,Sound Effects Editor,Malcolm Fife
+9457,Sculptor,Rick Willoughby
+9457,Special Effects Coordinator,Tim Storvick
+9457,Special Effects Coordinator,Tony Van Den Ecker
+9457,Camera Operator,Douglas Craik
+9457,Camera Operator,Christopher Tammaro
+9457,Modeling,Matsune Suzuki
+12412,Director,Spike Lee
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+1494,Director,Zhang Yimou
+1494,Screenplay,Chow Yun-fat
+1494,Author,Yu Cao
+1494,Director of Photography,Zhao Xiaoding
+13184,Producer,Nicolas Cage
+13184,Executive Producer,Ben Waisbren
+13184,Director,Danny Pang
+13184,Director,Oxide Pang Chun
+13184,Executive Producer,Andrew Pfeffer
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+13184,Line Producer,Chris Lowenstein
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+6639,Director,Mike Newell
+6639,Executive Producer,Chris Law
+6639,Executive Producer,Michael Roban
+38153,Director,George P. Cosmatos
+58233,Director,Oliver Parker
+116977,Director,Lawrence Kasanoff
+116977,Writer,Rebecca Swanson
+68734,Director,Ben Affleck
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+68734,Executive Producer,Chris Brigham
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+68734,Sound Re-Recording Mixer,Gregg Rudloff
+68734,Sound Re-Recording Mixer,John T. Reitz
+68734,Sound Designer,Ethan Van der Ryn
+68734,Production Supervisor,Katherine Tibbetts
+68734,Production Manager,Zeynep Santiroglu
+68734,Art Department Coordinator,Brett McKenzie
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+68734,Digital Intermediate,Devon Miller
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+5503,Executive Producer,Roy Huggins
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+5503,Editor,Don Brochu
+5503,Editor,Dean Goodhill
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+819,Producer,Gerrit van der Meer
+1369,Editor,Mark Helfrich
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+9623,Producer,Rob Cowan
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+10895,Director,Hamilton Luske
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+10895,Characters,John Walbridge
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+10895,Animation,George Rowley
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+10895,Art Direction,Thor Putnam
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+10895,Art Direction,Hugh Hennesy
+10895,Animation,Norman Tate
+10895,Art Direction,John Hubley
+10935,Editor,Tom Rolf
+10935,Editor,William Reynolds
+10935,Executive In Charge Of Post Production,William Reynolds
+10935,Screenplay,Michael Cimino
+10935,Director,Michael Cimino
+10935,Producer,Joann Carelli
+834,Director,Len Wiseman
+834,Producer,Kevin Grevioux
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+834,Casting,Tricia Wood
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+228066,Sound Re-Recording Mixer,Brendan Nicholson
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+228066,Wigmaker,Ray Marston
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+228066,Makeup Designer,Frances Hannon
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+228066,Visual Effects Coordinator,Valeria di Gabriele
+228066,Armorer,Joss Skottowe
+228066,Art Direction,Oliver Carroll
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+228066,Visual Effects Coordinator,Alberto Herrera
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+228066,Digital Intermediate,Michelle Cort
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+10468,Editor,Peter Teschner
+10468,Director,Betty Thomas
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+10027,Hair Department Head,Frédérique Arguello
+10027,Special Effects Supervisor,Philippe Hubin
+10027,Director,Louis Leterrier
+10027,Director of Photography,Pierre Morel
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+11812,Producer,Cathy Konrad
+11812,Casting Associate,Sarah Katzman
+11812,Director,Roger Kumble
+11812,Costume Design,Denise Wingate
+11812,Editor,David Rennie
+11812,Executive Producer,Stuart M. Besser
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+11812,Sound Re-Recording Mixer,Bill W. Benton
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+11812,Color Timer,Dennis McNeill
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+11812,Rigging Gaffer,Paul Hazard
+11812,Transportation Co-Captain,Mark L. Hendrix
+37233,Director,Sydney Pollack
+37233,Producer,Sydney Pollack
+37233,Producer,Scott Rudin
+37233,Editor,Fredric Steinkamp
+37233,Screenplay,Robert Towne
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+37950,Writer,Craig Pearce
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+37950,Visual Effects Art Director,Sagar Patil
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+27582,Casting,Cathy Sandrich
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+27582,Producer,David Winkler
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+27582,Music Supervisor,Selena Arizanovic
+64688,Original Music Composer,Mark Mothersbaugh
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+64688,Executive Producer,Ezra Swerdlow
+64688,Executive Producer,Channing Tatum
+64688,Director of Photography,Barry Peterson
+64688,Director,Phil Lord
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+64688,Director,Christopher Miller
+64688,Supervising Sound Editor,Geoffrey G. Rubay
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+7443,Original Music Composer,Harry Gregson-Williams
+7443,Director,Nick Park
+7443,Additional Dialogue,Mark Burton
+7443,Executive Producer,Jeffrey Katzenberg
+7443,Storyboard,Kelly Asbury
+7443,Storyboard,Simon Wells
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+7443,Director of Photography,Frank Passingham
+7443,Editor,Mark Solomon
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+7443,Animation,Jeff Newitt
+7443,Animation,Bob Scott
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+7443,Animation,Darren Robbie
+7443,Animation,Merlin Crossingham
+7443,Animation,Mike Cottee
+7443,Animation,Tom Gasek
+7443,Animation,Andy Spilsted
+7443,Animation,Maria Hopkinson
+7443,Animation,Dave Osmand
+7443,Animation,Suzy Parr
+7443,Animation,John Pinfield
+5966,Director of Photography,Seamus McGarvey
+5966,Producer,Stacey Sher
+5966,Gaffer,Dayton Nietert
+5966,Executive Producer,Jane Bartelme
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+5966,Casting,Kathleen Chopin
+5966,Stunt Coordinator,Alex Daniels
+5966,Choreographer,JoAnn Fregalette Jansen
+5966,Casting Associate,Eric Zuckerman
+5966,Assistant Property Master,Tim Y. Wetzel
+5966,Set Designer,Greg Berry
+5966,Electrician,Paul Arnold
+5966,Key Costumer,Laura Marolakos
+5966,Camera Operator,George Billinger III
+5966,Construction Coordinator,Jonas Kirk
+5966,Supervising Sound Editor,Darren King
+5966,Dialogue Editor,Joel Shryack
+5966,Hair Department Head,Kelvin R. Trahan
+5966,Key Hair Stylist,Trish Almeida
+5966,Still Photographer,Tracy Bennett
+5966,Production Sound Mixer,Richard Van Dyke
+5966,Choreographer,Anne Fletcher
+5966,Key Grip,Art Bartels
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+5966,Second Assistant Director,Lisa Bloch-Tobey
+5966,Storyboard Designer,Steve Werblun
+11066,Director of Photography,Woody Omens
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+136795,Costume Design,Catherine Marie Thomas
+136795,Director,Paul Feig
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+136795,Producer,Peter Chernin
+136795,Executive Producer,Dylan Clark
+136795,Set Decoration,Kyra Friedman
+8095,Original Music Composer,Alex North
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+8095,Editor,Dorothy Spencer
+8095,Art Direction,Herman A. Blumenthal
+8095,Art Direction,Hilyard M. Brown
+8095,Camera Operator,Gerry Fisher
+8095,Art Direction,Maurice Pelling
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+8095,Assistant Director,Fred R. Simpson
+87826,Original Music Composer,Rupert Gregson-Williams
+87826,Casting,Justine Baddeley
+87826,Director of Photography,Phil Meheux
+87826,Production Design,Perry Andelin Blake
+87826,Director,Frank Coraci
+87826,Producer,Jeff Sussman
+87826,Writer,Rock Reuben
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+87826,Script Supervisor,Ronit Ravich-Boss
+87826,Sound Re-Recording Mixer,Tateum Kohut
+11560,Director,Carl Franklin
+11560,Producer,Jesse Beaton
+25189,Director,Barbra Streisand
+25189,Writer,Gérard Oury
+2637,Producer,Tom Rosenberg
+2637,Producer,Gary Lucchesi
+2637,Casting,Sheila Jaffe
+2637,Director,Mark Pellington
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+2637,Stunt Coordinator,Dick Ziker
+18480,Screenplay,Anthony Hines
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+18480,Producer,Monica Levinson
+18480,Associate Producer,Jason Alper
+18480,Director,Larry Charles
+18480,Associate Producer,Jonah Hill
+18480,Production Design,Denise Hudson
+18480,Director of Photography,Wolfgang Held
+18480,Co-Producer,Todd Schulman
+709,Producer,Albert R. Broccoli
+709,Original Music Composer,Michael Kamen
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+709,Producer,Tom Pevsner
+709,Associate Producer,Barbara Broccoli
+709,Producer,Michael G. Wilson
+49730,Director,Catherine Hardwicke
+49730,Music Supervisor,Brian Reitzell
+49730,Producer,Julie Yorn
+49730,Editor,Nancy Richardson
+49730,Executive Producer,Michael Ireland
+49730,Set Designer,Liz Goldwyn
+49730,Sound Effects Editor,Paul Berolzheimer
+49730,Camera Operator,Stephen S. Campanelli
+49730,Special Effects Coordinator,Joel Whist
+49730,Art Department Coordinator,Carie Wallis
+49730,Dialogue Editor,David A. Arnold
+49730,Hair Department Head,Julie McHaffie
+49730,Supervising Dialogue Editor,Byron Wilson
+2749,Casting,Gail Stevens
+2749,Costume Design,April Ferry
+2749,Stunts,Ousaun Elam
+2749,Producer,Nick Wechsler
+2749,Still Photographer,Phillip V. Caruso
+2749,Sound Designer,Leslie Shatz
+2749,Grip,Jack Serino
+2749,Director,John Herzfeld
+2749,Thanks,Roseanne Barr
+2749,Assistant Director,James M. Freitag
+2749,Set Decoration,Chuck Potter
+2749,Stunts,Kevin Beard
+2749,Executive Producer,Claire Rudnick Polstein
+2749,Stunts,Chuck Zito
+2749,Stunt Coordinator,Charlie Picerni
+2749,Stunts,Michael Russo
+2749,Stunts,David Lea
+2749,Assistant Art Director,Joe Walser
+2749,Leadman,Mark Woods
+2749,Thanks,Laurie Dhue
+2749,Special Effects Supervisor,Paul J. Lombardi
+2749,Makeup Artist,John E. Jackson
+2749,Art Department Coordinator,Claire Kirk
+2749,Set Designer,Stan Tropp
+2749,Special Effects,John Stifanich
+2749,Set Dressing Artist,Don Cinderella
+2749,Camera Operator,Bob Gorelick
+2749,Scenic Artist,Garf Brown
+2749,Foley,Alyson Dee Moore
+2749,Stunts,James M. Halty
+2749,First Assistant Editor,Devon Miller
+2749,Location Manager,Lauri Pitkus
+2749,Video Assist Operator,David Schmalz
+2749,Electrician,Chris Culliton
+2749,Camera Operator,Jim McConkey
+2749,Sound Recordist,Eddie Bydalek
+2749,Stunts,Marian Green
+2749,Driver,D. Scott Guthrie
+2749,Special Effects Coordinator,Frank Toro
+2749,Thanks,Robert Earl
+2749,Propmaker,Jeff Plauster
+2749,Cableman,Dick Hansen
+2749,Painter,Maureen Kropf
+2749,Makeup Artist,Donna Cicatelli-Lewis
+2749,Key Hair Stylist,Lisa Meyers
+2749,Production Supervisor,Mark J. Levenstein
+2749,Production Accountant,Mark J. Levenstein
+2749,Unit Production Manager,Lucille Smith
+2749,Production Supervisor,Sandra Tomita
+2749,Assistant Director,Albert Cho
+2749,Property Master,Mike Blaze
+2749,Set Dressing Artist,Tim Caprarelli
+2749,Boom Operator,Mychal Smith
+2749,Sound,Kendall Marsh
+2749,Visual Effects Producer,Kimberly Sylvester
+2749,Director of Photography,Hisham Abed
+2749,Production Office Assistant,Bill Livingston
+2749,Rigging Gaffer,Robert Dolan
+2749,Set Costumer,Lee Harris
+2749,Craft Service,Gary Kramer
+2749,Driver,Thomas Aquino
+2749,Driver,John M. Batiuk
+2749,Driver,Gary Compton
+2749,Driver,Peter Connors
+2749,Driver,Vincent J. Gargiulo
+2749,Driver,Daniel Gordon
+2749,Driver,Thomas J. Horvath
+2749,Driver,Randall D. Krasomil
+2749,Driver,Cecil McClain
+2749,Driver,James A. Murphy
+2749,Driver,Stephen V. Pistone
+2749,Driver,Charles Ramirez
+2749,Driver,Mark Scruton
+2749,Driver,Bonnie Yamahiro
+2749,Electrician,Nicole Brait
+2749,Electrician,Thomas Landi
+2749,Grip,Dino R. Alba
+2749,Grip,Christopher Donohue
+2749,Grip,Kurt Rimmel
+2749,Location Manager,Antoine Douaihy
+2749,Rigging Grip,Adam Colunga
+2749,Rigging Grip,Rex Anson Rhorer
+2749,Transportation Captain,Tom Heilig
+2749,Special Effects,David Kleinstein
+2749,Thanks,Graham Knuttel
+2749,Thanks,Kim O'Keefe
+2749,Thanks,Mark Van Horne
+2749,Stunts,Bob Arnold
+2749,Stunts,Tom Bergman
+2749,Stunts,Dane Farwell
+2749,Stunts,Frankie 'G' Garbutt
+9607,Original Music Composer,Alan Silvestri
+9607,Producer,Roland Joffé
+9607,Director,Annabel Jankel
+9607,Director,Rocky Morton
+1830,Producer,Andreas Grosch
+1830,Director,Andrew Niccol
+1830,Screenplay,Andrew Niccol
+1830,Costume Design,Elisabetta Beraldo
+79,Director,Zhang Yimou
+79,Costume Design,Emi Wada
+54054,Producer,Sidney Kimmel
+54054,Director,Julie Anne Robinson
+54054,Screenplay,Liz Brixius
+228967,Director,Seth Rogen
+228967,Producer,Seth Rogen
+228967,Director,Evan Goldberg
+228967,Director of Photography,Brandon Trost
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+228967,Executive Producer,Miles Levy
+228967,Executive Producer,Kyle Hunter
+46528,Casting,Liz Mullane
+46528,Production Design,Dan Hennah
+46528,Director,Sngmoo Lee
+46528,Casting,Wendy O'Brien
+46528,Executive Producer,Douglas Falconer
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+27936,Director,Jean-Pierre Jeunet
+27936,Writer,Guillaume Laurant
+27936,Producer,Gilles Legrand
+27936,Executive Producer,Souad Lamriki
+65,Director of Photography,Rodrigo Prieto
+65,Director,Curtis Hanson
+65,Author,Scott Silver
+65,Transportation Captain,Patrick Dougherty
+65,Set Decoration,Kristen Toscano Messina
+65,Production Sound Mixer,Danny Michael
+65,Makeup Artist,Ronnie Specter
+65,Sound Effects,Christopher Eakins
+65,Set Designer,Harry E. Otto
+65,Makeup Supervisor,Donald Mowat
+65,Property Master,Steven B. Melton
+65,Music Editor,Carlton Kaller
+65,Sound Effects Editor,Mark Larry
+65,Steadicam Operator,Mark Karavite
+65,Location Manager,Kokayi Ampah
+65,Digital Intermediate,Carole Cowley
+65,First Assistant Sound Editor,Nancy Barker
+65,Painter,Mike Bomar
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+280391,Director,Jamel Debbouze
+9476,Production Sound Mixer,Mark Holding
+9476,Director,Brian Helgeland
+9476,Editor,Kevin Stitt
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+9476,Art Direction,John Hill
+9476,Sound Effects Designer,Charles Maynes
+9476,Local Casting,Suzanne Crowley
+9476,First Assistant Editor,Peter McNulty
+9476,Sound Effects Editor,Val Kuklowsky
+9476,Foley Editor,Linda Di Franco
+9476,Steadicam Operator,Sebastian Meuschel
+9476,Still Photographer,Egon Endrényi
+9476,Additional Camera,Gary Spratling
+9476,Sound Re-Recording Mixer,Bill W. Benton
+9476,Property Master,Noel Cowell
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+9476,Script Supervisor,Beverly Winston
+9476,Transportation Captain,Silvie Janculová
+9476,Chief Lighting Technician,Andy Arnautov
+9476,Storyboard,Dan Sweetman
+9476,Set Decoration Buyer,Corina Burrough
+9476,Standby Painter,Tomás Lehovec
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+9476,Armorer,Nicky Jones
+9476,Unit Publicist,Stanley Brossette
+9476,Video Assist Operator,Petr Vladyka
+9476,Production Manager,Joseph Boyle
+9476,Casting Assistant,Meg Leonard
+9476,Negative Cutter,Mo Henry
+9476,Key Grip,Dai Hopkins
+9476,First Assistant Director,Jirí Ostry
+9476,Second Assistant Director,William Booker
+9476,Assistant Production Coordinator,Katerina Silna
+10610,Editor,Don Brochu
+10610,Executive Producer,Albert Yeung
+10610,Director,Gordon Chan
+10610,Producer,Alfred Cheung Kin-Ting
+745,Executive Producer,Sam Mercer
+745,Director of Photography,Tak Fujimoto
+745,Director,M. Night Shyamalan
+745,Writer,M. Night Shyamalan
+745,Casting Associate,Beth Bowling
+745,Post Production Supervisor,Paul A. Levin
+745,Storyboard,Brick Mason
+745,Location Manager,Andrew L. Ullman
+745,Dialogue Editor,David A. Cohen
+745,Unit Publicist,Joe Everett
+745,Set Decoration Buyer,Christine Wick
+745,Script Supervisor,Claire Cowperthwaite
+745,Supervising Sound Editor,Michael Kirchberger
+745,Music Editor,Thomas S. Drescher
+745,Systems Administrators & Support,James Healy
+745,Scenic Artist,Greta Alexander
+745,Video Assist Operator,Christopher Murphy
+745,Music,Michael Fey
+745,Best Boy Electric,Jon Sibert
+745,Greensman,James Breen
+745,Key Grip,Billy Miller
+745,Stand In,Joseph Barry
+745,Carpenter,Jeff Zook
+745,Craft Service,Vince Digiacomo
+745,Rigging Grip,James A. Casey
+745,Assistant Sound Editor,Jeremy Molod
+745,Foley Editor,David Franklin Bergad
+49527,Producer,Lorenzo di Bonaventura
+49527,Director,Asger Leth
+49527,Casting,Tricia Wood
+49527,Executive Producer,David Ready
+49527,Special Effects Coordinator,Conrad V. Brink Jr.
+49527,Assistant Editor,Kris Cole
+49527,Casting Associate,Madina Milana
+73937,Screenplay,Howard Franklin
+73937,Director,David Frankel
+73937,Producer,Karen Rosenfelt
+73937,Casting,Margery Simkin
+1885,Producer,Jerry Weintraub
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+1885,Director of Photography,James Crabe
+1885,Director,John G. Avildsen
+1885,Editor,John G. Avildsen
+1885,Casting,Pennie DuPont
+1885,Makeup Artist,E. Thomas Case
+1885,Costume Design,Aida Swinson
+168672,Set Decoration,Heather Loeffler
+168672,Editor,Jay Cassidy
+168672,Director,David O. Russell
+168672,Writer,David O. Russell
+168672,Makeup Artist,Trish Seeney
+168672,Casting,Lindsay Graham
+168672,Executive Producer,Matthew Budman
+168672,Set Costumer,Beau Desmond
+18240,Production Design,Nelson Coates
+18240,Director,Anne Fletcher
+18240,Original Music Composer,Aaron Zigman
+18240,Associate Choreographer,Zachary Woodlee
+18240,Art Direction,Scott Meehan
+18240,Producer,Todd Lieberman
+18240,Assistant Director,Rosemary C. Cremona
+18240,Costume Supervisor,Jodi Baldwin
+18240,Assistant Editor,Morgan Gjovik
+10398,Editor,Mark Warner
+10398,Director,Bruce Beresford
+10398,Screenplay,David Weisberg
+10398,Screenplay,Douglas Cook
+165,Director,Robert Zemeckis
+165,Executive Producer,Kathleen Kennedy
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+165,Story,Bob Gale
+165,Producer,Neil Canton
+165,Editor,Harry Keramidas
+165,Makeup Artist,Nancy J. Hvasta Leonardi
+165,Video Assist Operator,Steve Irwin
+240832,Director,Luc Besson
+240832,Supervising Sound Editor,Shannon Mills
+240832,Special Effects Coordinator,Jean-Christophe Magnaud
+240832,Costume Design,Olivier Bériot
+240832,Still Photographer,Jessica Forde
+240832,Steadicam Operator,Larry McConkey
+240832,Art Direction,Gilles Boillot
+240832,Dialogue Editor,Matthieu Dallaporta
+240832,Music Editor,Samuel Potin
+240832,Art Direction,Stéphane Robuchon
+240832,Set Decoration,Evelyne Tissandier
+240832,Property Master,Olivier Nguyen
+240832,Conceptual Design,Eduardo Pena
+240832,Sound Designer,Guillaume Bouchateau
+240832,Visual Effects Supervisor,François Dumoulin
+240832,Visual Effects Producer,Brice Liesveld
+240832,Stunts,Raimundo Querido
+240832,Visual Effects Producer,Sophie Leclerc
+240832,Steadicam Operator,Lorenzo Donati
+240832,Visual Effects Producer,Ryan Wiederkehr
+240832,CG Supervisor,Daniel Perez Ferreira
+240832,Camera Operator,Jean-Baptiste Jay
+240832,Location Manager,Marc Guidetti
+240832,Production Accountant,Nour Rakotobe
+240832,Production Accountant,Todd Spears
+216015,Original Music Composer,Danny Elfman
+216015,Casting,Francine Maisler
+216015,Music Editor,Bill Abbott
+216015,Editor,Anne V. Coates
+216015,Supervising Art Director,Michael Diner
+216015,Editor,Lisa Gunning
+216015,Costume Supervisor,Barbara Inglehart
+216015,Executive Producer,Marcus Viscidi
+216015,Producer,E.L. James
+216015,Art Direction,Laurel Bergman
+216015,Director,Sam Taylor-Johnson
+216015,Script Supervisor,Kerry Lyn McKissick
+216015,Supervising Sound Editor,Kelly Oxford
+216015,Executive In Charge Of Production,Louis Phillips
+216015,Music Editor,Angie Rubin
+12279,Screenplay,Robert Rodriguez
+12279,Director,Robert Rodriguez
+12279,Producer,Elizabeth Avellan
+12279,Original Music Composer,Rebecca Rodriguez
+1645,Director,Joel Schumacher
+1645,Production Design,Larry Fulton
+1645,Director of Photography,Peter Menzies Jr.
+1645,Producer,Hunt Lowry
+1645,Novel,John Grisham
+11007,Screenplay,Alec Sokolow
+11007,Director,Shawn Levy
+11007,Original Music Composer,Christophe Beck
+11007,Novel,Frank B. Gilbreth Jr.
+193756,Set Decoration,Ronald R. Reiss
+193756,Production Design,Tom Duffield
+193756,Producer,Barry Spikings
+193756,Director of Photography,Tobias A. Schliessler
+193756,Producer,Randall Emmett
+193756,Editor,Colby Parker Jr.
+193756,Director,Peter Berg
+193756,Executive Producer,Louis G. Friedman
+193756,Executive Producer,Jason Shuman
+193756,Makeup Department Head,Howard Berger
+193756,Co-Producer,Dama Claire
+193756,Executive Producer,Simon Fawcett
+193756,Book,Marcus Luttrell
+193756,Executive Producer,Tamara Stuparich de la Barra
+193756,Executive Producer,Adam Trahan
+193756,Co-Producer,Brandon Grimes
+193756,Executive Producer,Braden Aftergood
+193756,Executive Producer,Steven Saxton
+11287,Original Music Composer,Hans Zimmer
+11287,Director of Photography,Miroslav Ondříček
+11287,Director,Penny Marshall
+11287,Screenplay,Lowell Ganz
+259693,Director,James Wan
+259693,Writer,Carey Hayes
+259693,Writer,Chad Hayes
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+259693,Production Design,Julie Berghoff
+259693,Art Direction,Andrew Rothschild
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+259693,Supervising Sound Editor,Joe Dzuban
+259693,Costume Supervisor,Sandy Kenyon
+259693,Construction Coordinator,Anthony Syracuse
+259693,Music Editor,Lise Richardson
+259693,Art Department Coordinator,Michelle Collier
+259693,Second Unit Cinematographer,Michael Burgess
+259693,Art Direction,Fiona Gavin
+259693,Steadicam Operator,Matthew Moriarty
+259693,Gaffer,Michael Bauman
+259693,Dialogue Editor,Lauren Hadaway
+259693,Makeup Artist,Sian Wilson
+259693,Casting Associate,Morgan Robbins
+259693,Art Department Assistant,Adrienne Garcia
+37799,Set Decoration,Victor J. Zolfo
+37799,Director,David Fincher
+37799,Casting,Laray Mayfield
+37799,Screenplay,Aaron Sorkin
+37799,Editor,Angus Wall
+37799,Art Direction,Keith P. Cunningham
+37799,Production Design,Donald Graham Burt
+37799,Makeup Artist,Ann Pala
+37799,Sound Recordist,Ronald G. Roumas
+37799,Art Department Coordinator,Cindy Ichikawa
+37799,Editor,Kirk Baxter
+37799,Foley,John Roesch
+37799,Stunt Coordinator,Mickey Giacomazzi
+37799,Location Manager,William Doyle
+37799,Set Designer,Aaron Haye
+37799,Stand In,Ken Edling
+37799,Special Effects Coordinator,Steve Cremin
+37799,Visual Effects Producer,Brice Liesveld
+37799,Sound Re-Recording Mixer,Michael Semanick
+37799,Visual Effects Producer,Thomas Nittmann
+37799,Visual Effects Supervisor,Edson Williams
+37799,Set Designer,Theodore Sharps
+37799,Sound Effects Editor,David C. Hughes
+37799,Key Hair Stylist,Kelly Muldoon
+37799,Set Designer,Jane Wuu
+37799,Greensman,David Corral
+37799,Location Manager,Jonah Coombes
+37799,Dialogue Editor,Malcolm Fife
+37799,Sound Effects Editor,E. Larry Oatfield
+37799,Music Editor,Marie Ebbing
+37799,Location Manager,Charley Armstrong
+37799,Location Manager,Ben Gladstone
+37799,Script Supervisor,Lisa Arnone
+37799,Gaffer,Harold Skinner
+37799,Hairstylist,Clare M. Corsick
+37799,Assistant Director,Allen Kupetsky
+37799,Set Dressing Artist,Wayne Kimball
+37799,Carpenter,Ted Nolan
+37799,Propmaker,Cesar Orozco
+37799,Boom Operator,David Raymond
+37799,Grip,Adam Camacho
+37799,Grip,Miles Gutkin
+37799,Grip,William T. Iversen
+37799,ADR & Dubbing,Patty Majorczak-Connolly
+10184,Director,Ken Kwapis
+10184,Writer,Abby Kohn
+10184,Music,Adam Levine
+4257,Director,David Zucker
+4257,Editor,Craig Herring
+4257,Stunts,James Bamford
+4234,Original Music Composer,Marco Beltrami
+4234,Director,Wes Craven
+4234,Set Decoration,Gene Serdena
+4234,Art Direction,Thomas Fichter
+4234,Producer,Kevin Williamson
+4234,Costume Design,Abigail Murray
+4234,Art Department Coordinator,Claudia Bestor
+4234,Visual Effects Supervisor,Ray McIntyre Jr.
+4234,Construction Coordinator,Robert J. Carlyle
+4234,Makeup Department Head,Carol Schwartz
+196,Original Music Composer,Alan Silvestri
+196,Director,Robert Zemeckis
+196,Associate Producer,Steve Starkey
+196,Editor,Arthur Schmidt
+196,Executive Producer,Steven Spielberg
+196,Executive Producer,Kathleen Kennedy
+196,Production Design,Rick Carter
+196,Costume Design,Joanna Johnston
+196,Casting,Mike Fenton
+196,Casting,Valorie Massalas
+196,Casting,Judy Taylor
+196,Producer,Bob Gale
+196,Producer,Neil Canton
+257091,Production Design,Maher Ahmad
+257091,Screenplay,Ian Roberts
+257091,Story,Ian Roberts
+257091,Original Music Composer,Christophe Beck
+257091,Casting,Allison Jones
+257091,Director,Etan Cohen
+257091,Screenplay,Etan Cohen
+257091,Editor,Michael L. Sale
+257091,Screenplay,Jay Martel
+257091,Art Direction,Kelly Curley
+257091,Music Editor,Ronald J. Webb
+257091,Executive Producer,Ravi D. Mehta
+6114,Director,Francis Ford Coppola
+6114,Producer,Francis Ford Coppola
+6114,Original Music Composer,Wojciech Kilar
+6114,Producer,Fred Fuchs
+6114,Screenplay,James V. Hart
+6114,Set Decoration,Garrett Lewis
+6114,Conceptual Illustrator,Mike Mignola
+6114,Executive Producer,Michael Apted
+6114,Sound Designer,Leslie Shatz
+24803,Casting,Francine Maisler
+24803,Director of Photography,Stephen Goldblatt
+24803,Director,Nora Ephron
+24803,Producer,Nora Ephron
+24803,Producer,Eric Steel
+24803,Executive Producer,Donald J. Lee Jr.
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+24803,Novel,Julie Powell
+24803,Novel,Alex Prud'homme
+109410,Casting,Victoria Thomas
+109410,Set Decoration,Cindy Carr
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+109410,Director,Brian Helgeland
+109410,Music Supervisor,Margaret Yen
+109410,Costume Design,Caroline Harris
+109410,Makeup Department Head,Brad Wilder
+109410,Supervising Sound Editor,Jon Johnson
+109410,Dialogue Editor,Darren King
+109410,Sound Effects Editor,Yann Delpuech
+109410,Camera Operator,Matthew Moriarty
+109410,Steadicam Operator,Matthew Moriarty
+109410,Hair Department Head,Kelvin R. Trahan
+1213,Casting Associate,Ronna Kress
+1213,Producer,Tom Sternberg
+1213,Director,Anthony Minghella
+1213,Sound Re-Recording Mixer,Mark Berger
+1213,Associate Producer,Steve E. Andrews
+1213,Line Producer,Alessandro von Norman
+1213,Casting,David Rubin
+1213,Supervising Sound Editor,Pat Jackson
+1213,Supervising Art Director,John Fenner
+1213,Set Decoration,Bruno Cesari
+1213,Still Photographer,Phil Bray
+1213,Dialect Coach,Tim Monich
+1213,Novel,Patricia Highsmith
+1213,Makeup Artist,Alessandra Sampaolo
+1213,Boom Operator,Don Banks
+1213,Casting,Sarah Beardsall
+1213,Costume Design,Gary Jones
+1213,Hairstylist,Giorgio Gregorini\t
+1213,Unit Publicist,Larry Kaplan
+1213,Sound Re-Recording Mixer,David Parker
+1213,Dialogue Editor,Barbara McBane
+1213,Sound Effects Editor,Jennifer L. Ware
+1213,Music Editor,Robert Randles
+1213,Hair Designer,Paolo Mantini
+1213,Special Effects Coordinator,Giancarlo Mancini
+100042,Director of Photography,Matthew F. Leonetti
+100042,Director,Bobby Farrelly
+100042,Producer,Bobby Farrelly
+100042,Director,Peter Farrelly
+100042,Writer,Peter Farrelly
+100042,Producer,Bradley Thomas
+100042,Makeup Artist,Bill Corso
+100042,Executive Producer,Danny Dimbort
+100042,Writer,Sean Anders
+100042,Executive Producer,David Koplan
+100042,Producer,Riza Aziz
+100042,Producer,Joey McFarland
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+9036,Director,Frank Marshall
+9036,Producer,Gary Barber
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+323675,Producer,William Packer
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+9361,Director,Michael Mann
+9361,Producer,Michael Mann
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+9361,ADR & Dubbing,Linda Whittlesey
+1677,Director of Photography,Pawel Edelman
+1677,Director,Taylor Hackford
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+1677,Art Direction,Scott Plauche
+1677,Hair Department Head,JoAnn Stafford-Chaney
+187,Director,Robert Rodriguez
+187,Director of Photography,Robert Rodriguez
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+187,Director,Frank Miller
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+16538,Sound Editor,Dan Yale
+16538,Director,John Hamburg
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+16538,Art Direction,Eric Sundahl
+16538,Production Supervisor,Peter J. Novak
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+16538,Sound Editor,Jeena M. Phelps
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+16538,Assistant Sound Editor,Ann Ducommun
+16538,Casting Assistant,Ben Harris
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+16538,Set Dresser,Darrell Vangilder
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+9889,Editor,Christopher Greenbury
+9889,Director,Bobby Farrelly
+9889,Director,Peter Farrelly
+9889,Screenplay,Peter Farrelly
+9889,Editor,Steve R. Moore
+820,Original Music Composer,John Williams
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+820,Director,Oliver Stone
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+820,Costume Design,Marlene Stewart
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+820,Assistant Director,Joseph P. Reidy
+820,Screenplay,Zachary Sklar
+820,Art Direction,Derek R. Hill
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+820,Dialogue Editor,Bob Newlan
+820,Sound Effects Editor,Jay B. Richardson
+820,Sound Effects Editor,Mark Lanza
+820,Second Unit,Philip C. Pfeiffer
+820,Hairstylist,Kelvin R. Trahan
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+820,Hairstylist,Ron Scott
+11565,Producer,David T. Friendly
+11565,Executive Producer,Martin Lawrence
+11565,Executive Producer,Jeff Kwatinetz
+11565,Director,John Whitesell
+6073,Director,Gore Verbinski
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+16996,Producer,Adam Shankman
+16996,Director,Burr Steers
+16996,Screenplay,Jason Filardi
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+16996,Dialogue Editor,Laura Harris Atkinson
+16996,Sound Effects Editor,Bruce Tanis
+16996,Hair Department Head,Melissa A. Yonkey
+16996,Casting Associate,Charla Bowersox
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+16996,Key Hair Stylist,Marie Larkin
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+193610,Director,Nick Cassavetes
+193610,Screenplay,Melissa Stack
+19912,Director,David R. Ellis
+19912,Makeup Department Head,Robin Mathews
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+296098,Director,Steven Spielberg
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+296098,Supervising Art Director,Marco Bittner Rosser
+296098,Rigging Gaffer,Dietmar Haupt
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+296098,Costume Design,Kasia Walicka-Maimone
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+296098,Casting,Fritz Fleischhacker
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+296098,Producer,Kristie Macosko Krieger
+296098,Art Direction,Scott Dougan
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+296098,Visual Effects Supervisor,Charlie Noble
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+296098,Digital Intermediate,Bob Peishel
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+296098,Special Effects Coordinator,Gerd Nefzer
+296098,Visual Effects Coordinator,Sze Jia Eng
+296098,Visual Effects Coordinator,Ankit Gokani
+296098,Rigging Grip,James Boniece
+296098,ADR & Dubbing,Steve Slanec
+296098,Art Department Coordinator,Julia Heymans
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+8007,Producer,John Davis
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+8007,Director,John Moore
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+8007,Stunt Coordinator,Steve M. Davison
+8007,Steadicam Operator,Jaromir Sedina
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+8007,Camera Operator,Ciarán Barry
+8007,Video Assist Operator,Alex Soria
+32823,Original Music Composer,Lyle Workman
+32823,Director,Nicholas Stoller
+32823,Editor,Michael L. Sale
+4380,Editor,Charles Ireland
+4380,Director,Peter Chelsom
+4380,Casting,Richard Hicks
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+11551,Original Music Composer,Jerry Goldsmith
+11551,Director,Joe Dante
+11551,Production Design,William Sandell
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+11551,Set Decoration,Rosemary Brandenburg
+11551,Screenplay,Gavin Scott
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+11551,Visual Effects Art Director,George Hull
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+10336,Casting,Mary Jo Slater
+10336,Director of Photography,Guillermo Navarro
+10336,Director,Mark A.Z. Dippé
+10336,Set Decoration,Dena Roth
+11362,Director of Photography,Andrew Dunn
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+11362,Director,Kevin Reynolds
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+50348,Original Music Composer,Cliff Martinez
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+50348,Director,Brad Furman
+50348,Production Design,Charisse Cardenas
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+48138,Casting,Lucinda Syson
+48138,Production Design,Richard Bridgland
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+48138,Art Direction,Cornelia Ott
+48138,Executive Producer,Sarah Meyer
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+48138,Director of Photography,Flavio Martínez Labiano
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+48138,Production Supervisor,Alan J. Wands
+1124,Director,Christopher Nolan
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+1124,Screenplay,Jonathan Nolan
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+1124,Director of Photography,Wally Pfister
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+1124,Executive Producer,Valerie Dean
+1124,Unit Production Manager,Cristen Carr Strubbe
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+1124,Sound Effects Editor,Paul Berolzheimer
+1124,Sound Designer,Richard King
+1124,Makeup Artist,Heba Thorisdottir
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+1124,Production Supervisor,Gregg Edler
+227159,Supervising Sound Editor,Elmo Weber
+227159,Sound Re-Recording Mixer,Elmo Weber
+227159,Costume Design,Carol Ramsey
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+227159,Executive Producer,John Cheng
+68179,Production Manager,Barry E. Jackson
+68179,Director,Callan Brunker
+68179,Screenplay,Callan Brunker
+68179,Screenplay,Bob Barlen
+1579,Director,Mel Gibson
+1579,Sound Designer,Benjamin L. Cook
+1579,Costume Design,Mayes C. Rubeo
+1579,Art Direction,Roberto Bonelli
+1579,Makeup Artist,Aldo Signoretti
+1579,Makeup Artist,Vittorio Sodano
+1579,Animatronic and Prosthetic Effects,Keith VanderLaan
+1579,Camera Operator,Ian Fox
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+1579,Set Designer,Erick Monroy
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+1579,Set Costumer,Africa Zayas
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+34851,Editor,Dan Zimmerman
+34851,Production Design,Steve Joyner
+34851,Stunt Coordinator,Jeffrey J. Dashnaw
+34851,Director of Photography,Gyula Pados
+34851,Director,Nimród Antal
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+34851,Executive Producer,Alex Young
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+9930,Casting,Howard Feuer
+9930,Director,Ivan Reitman
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+1586,Screenplay,David Koepp
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+10761,Executive Producer,Tania Landau
+10761,Executive Producer,Amanda Lewis
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+209451,Director,Clint Eastwood
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+11975,Director,Francis Ford Coppola
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+4970,Director,Mathieu Kassovitz
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+4970,Makeup Effects,Erik Gosselin
+4970,Executive Producer,Steve Richards
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+4970,Additional Camera,Sylvaine Dufaux
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+4970,Executive In Charge Of Post Production,Daniel R. Chavez
+4970,Co-Producer,Melina Kevorkian
+4970,Associate Producer,Adam Kuhn
+4970,Sound Editor,Michael Camello
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+4970,First Assistant Editor,Olivier Gourlay
+4970,Best Boy Electric,Christopher Kiso
+4970,Gaffer,Bernard Arseneau
+4970,Lighting Technician,Daniel Dallaire
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+4970,Visual Effects,Steven Fagerquist
+4970,Second Assistant Director,Pierre Brassard
+4970,Casting Assistant,Shawn Roberts
+11831,Director,Steven Spielberg
+11831,Producer,Colin Wilson
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+11831,Producer,Debbie Allen
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+11831,Assistant Editor,Michael Trent
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+11831,Sound Editor,Howard Neiman
+9096,Executive Producer,Sean Connery
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+9096,Editor,Mary Jo Markey
+9096,Screenplay,Sally Robinson
+9096,Editor,John W. Stuart
+9096,Special Effects,J.J. Makaro
+9096,Production Design,John Krenz Reinhart Jr.
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+440,Assistant Art Director,Andrew Li
+440,Visual Effects Editor,Ryan Chavez
+440,Script Supervisor,Kelly Moon
+440,Construction Coordinator,Matthew Pomerantz
+440,Construction Coordinator,John Beatty
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+440,Scenic Artist,Giovanni Pasqua
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+440,Supervising Sound Editor,Jim Brookshire
+440,Visual Effects Supervisor,Eric Mises-Rosenfeld
+11011,Original Music Composer,Alan Silvestri
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+11011,Director,Donald Petrie
+10641,Director,Joan Chen
+11172,Production Design,Jane Musky
+11172,Director,Marc Lawrence
+11172,Costume Design,Susan Lyall
+11172,Producer,Martin Shafer
+11172,Director of Photography,Xavier Grobet
+11172,Original Music Composer,Adam Schlesinger
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+11172,Production Supervisor,Kate Kelly
+39513,Executive Producer,Liza Chasin
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+39513,Animation Supervisor,Anders J.L Beer
+39513,Visual Effects Supervisor,Hal Couzens
+39513,Post Production Supervisor,Tania Blunden
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+39513,Rigging Gaffer,Glenn E. Moran
+39513,Steadicam Operator,Brooks Robinson
+39513,Still Photographer,Wilson Webb
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+39513,Production Coordinator,Rachael Lin Gallaghan
+82687,Director,Anne Fletcher
+82687,Executive Producer,Seth Rogen
+82687,Executive Producer,Evan Goldberg
+82687,Producer,Evan Goldberg
+82687,Executive Producer,Mary McLaglen
+41446,Director,Wes Craven
+41446,Producer,Kevin Williamson
+41446,Executive Producer,Marianne Maddalena
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+8224,Director,Joel Schumacher
+8224,Executive Producer,Joseph M. Caracciolo
+8224,Assistant Art Director,Jason Weil
+8224,Construction Coordinator,Ron Petagna
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+8224,Set Costumer,Kevin Ritter
+8224,Leadman,Philip Canfield
+8224,Production Supervisor,David J. Grant
+8224,Stand In,Marco Kyris
+8224,Sound Mixer,Tom Nelson
+8224,Assistant Sound Editor,Cherie Tamai
+8224,Special Effects Coordinator,Al Griswold
+8224,Electrician,James Barrett
+8224,Production Coordinator,Susan Dukow
+8224,Driver,Gina August
+8224,Production Accountant,Elizabeth Tompkins
+8224,Art Department Assistant,Sarah Bullion
+8224,Key Grip,Ben Beaird
+8224,Gaffer,Jim Plannette
+8224,Still Photographer,Michael Ginsburg
+8224,Production Office Coordinator,Michael Boonstra
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+10537,Production Design,Barbara Ling
+10537,Associate Producer,Joseph P. Reidy
+10537,Special Effects Coordinator,Ken Speed
+10537,Art Direction,Larry Fulton
+10537,Dialogue Editor,George H. Anderson
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+10537,Writer,Randall Jahnson
+10537,Original Music Composer,Olivia Barash
+10537,Sound Re-Recording Mixer,Wylie Stateman
+10537,Supervising Sound Editor,Michael Minkler
+10537,Still Photographer,Sidney Ray Baldwin
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+10537,Art Department Coordinator,Dora Medrano
+10537,Executive Producer,Nicholas Clainos
+225886,Editor,Tara Timpone
+225886,Screenplay,Jason Segel
+225886,Executive Producer,Jason Segel
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+225886,Executive Producer,Jake Kasdan
+225886,Producer,Todd Black
+225886,Producer,Jason Blumenthal
+225886,Script Supervisor,Anne Rapp
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+225886,Executive Producer,David J. Bloomfield
+225886,Set Decoration,Kyra Friedman Curcio
+225886,Sound Effects Editor,Scott A. Jennings
+225886,Still Photographer,Claire Folger
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+10385,Casting Associate,Sarah Katzman
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+10385,Screenplay,Delia Ephron
+10385,Set Decoration,Florence Fellman
+55779,Original Music Composer,Brian Tyler
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+55779,Screenplay,Eric Heisserer
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+55779,Sculptor,Aaron Jordan
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+55779,Hairstylist,Paul Edwards
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+10647,Director of Photography,Oliver Stapleton
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+11431,Executive Producer,Marc S. Fischer
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+11431,Director,Peter Farrelly
+11431,Producer,Bradley Thomas
+11431,Screenplay,Lowell Ganz
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+8457,Production Design,Jackson De Govia
+8457,Director,Steven Brill
+8457,Director of Photography,Fred Murphy
+8457,Producer,Donna Roth
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+8457,Original Music Composer,Christophe Beck
+8457,Producer,Judd Apatow
+8457,First Assistant Editor,Harold Parker
+8457,Stunts,Brian Avery
+188161,Director,Seth MacFarlane
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+188161,Executive Producer,Kiran Bhakta Joshi
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+188161,Animation,Jimmy Almeida
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+188161,Stunts,John Trejo
+8850,Screenplay,David Koepp
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+8850,Director,Russell Mulcahy
+64685,Director,Stephen Daldry
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+38357,Director,Roger Michell
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+10060,Casting,Avy Kaufman
+10060,Executive Producer,Daniel Lupi
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+10060,Executive Producer,Arthur Lappin
+10060,Executive Producer,Gene Kirkwood
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+11398,Director,Christian Duguay
+11398,Director of Photography,Pierre Gill
+1833,Music,Robert Cavallo
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+1833,Producer,Geoffrey Hansen
+1833,Executive Producer,Tom Sherak
+1833,Set Decoration,Mark Warren
+10391,Casting,Sarah Finn
+10391,Executive Producer,Robert Rehme
+10391,Director,Chuck Russell
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+10391,Novel,Cathy Cash Spellman
+10391,Sound Re-Recording Mixer,Adam Sawelson
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+10391,Script Supervisor,Anna Rane
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+10391,Leadman,Arlindo Vicente
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+10391,Visual Effects Editor,Anthony Mark Viverito
+10391,Visual Effects Supervisor,Glenn Neufeld
+10391,Visual Effects Producer,Jonathan F. Styrlund
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+8970,Director,Sam Weisman
+9306,Director of Photography,William A. Fraker
+9306,Director,John Frankenheimer
+9306,Original Music Composer,Gary Chang
+9306,Director,Richard Stanley
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+11370,Editor,Terry Rawlings
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+11370,Production Design,Philip Harrison
+11370,Casting,Anja Dihrberg
+11370,Costume Design,Raymond Hughes
+11370,Director,Peter Hyams
+11370,Associate Producer,Limor Diamant
+11370,Art Direction,Keith Slote
+11370,Martial Arts Choreographer,Xiong Xin-Xin
+11370,Visual Effects,Kalle Max Hofmann
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+11370,Foley,Paula Boram
+11370,Sound Effects Editor,Tim Hands
+11370,Gaffer,Nimi Getter
+11370,Still Photographer,Etienne Braun
+11370,Rigging Gaffer,Mick Durlacher
+11370,Location Manager,Pascal Charlier
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+11370,Property Master,Paul Purdy
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+11370,Hair Designer,Linda Mooney
+11370,Construction Coordinator,Ken Marples
+11370,Leadman,Manu Poupard
+11370,Standby Painter,Klaus Bienen
+11370,First Assistant Camera,Philippe Piron
+11370,Key Grip,Jimmy Waters
+11370,Seamstress,Noémie Le Tilly
+11370,Armorer,Christophe Maratier
+11370,Carpenter,Barry Abbot
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+11370,Sound Recordist,John Bateman
+11370,Transportation Captain,Gary Sharp
+11370,Transportation Coordinator,Arnaud Esterez
+11370,Unit Production Manager,Meinir Stoutt
+11370,Best Boy Electric,Eric Wobma
+11370,Production Accountant,Rachel Quigley Smith
+11370,Researcher,Michel Jonas
+11370,Storyboard,James Doh
+11370,Costume Coordinator,Karim Kakal
+11370,Negative Cutter,Mike Fraser
+12184,Art Direction,Kevin Phipps
+12184,Executive Producer,Scott Rudin
+12184,Co-Producer,Mark Cooper
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+12184,Casting,Karen Lindsay-Stewart
+12184,Author,Peter Morgan
+12184,Producer,Alison Owen
+12184,Director,Justin Chadwick
+12184,Author,Philippa Gregory
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+12184,Special Effects Supervisor,Stuart Brisdon
+1921,Producer,Elliott Kastner
+1921,Set Decoration,Bob Kensinger
+1921,Director,Pat O'Connor
+1921,Script Supervisor,Leslie Park
+1683,Director,Stephen Hopkins
+1683,Producer,Robert Zemeckis
+1683,Producer,Joel Silver
+1683,Casting,Lora Kennedy
+1683,Screenplay,Chad Hayes
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+1683,Producer,Susan Downey
+1683,Makeup Department Head,David Forrest
+203,Director,Martin Scorsese
+203,Screenplay,Mardik Martin
+11858,Director,Penny Marshall
+11858,Screenplay,Jim Burnstein
+62835,Screenplay,Luc Besson
+62835,Producer,Luc Besson
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+62835,Casting,Nicolas Ronchi
+62835,Director,Olivier Megaton
+62835,Location Manager,Vinh Lu
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+62835,Stunt Coordinator,Garrett Warren
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+62835,Art Direction,Pascal Leguellec
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+62835,Art Department Coordinator,Chere Theriot
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+62835,Casting,Meagan Lewis
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+62835,Transportation Coordinator,Earl R. Hurst Sr.
+62835,Hairstylist,Tony Mirante
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+62835,ADR & Dubbing,Hervé Icovic
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+62835,Gaffer,Philippe Deneau
+62835,Set Costumer,Renee Ragucci
+18937,Sound Effects Editor,Bub Asman
+18937,Sound Designer,Christopher Boyes
+18937,Original Music Composer,Patrick Doyle
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+18937,Casting,Barry Moss
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+18937,Producer,Dalisa Cohen
+18937,Storyboard,Stephan Franck
+18937,Screenplay,William Schifrin
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+18937,Visual Effects,Edwin Shortess
+18937,Production Manager,Patrick J. Love
+13536,Director,Michael Caton-Jones
+15556,Director,Irwin Winkler
+15556,Producer,Irwin Winkler
+15556,Costume Design,John Dunn
+15556,Screenplay,Steve Levitt
+10718,Director of Photography,Peter Levy
+10718,Editor,Howard E. Smith
+10718,Executive Producer,Michael I. Rachmil
+10718,Director,Joseph Kahn
+10718,Hairstylist,Debra Denson
+10718,3D Supervisor,Jason Meier
+10718,Assistant Costume Designer,Tangi Crawford
+10718,Location Scout,James Lin
+10718,Sound Designer,Ann Scibelli
+10718,Sound Editor,Paul Curtis
+10718,Additional Camera,Michael J. Walker
+10718,Makeup Artist,Roxy D'Alonzo
+10718,Supervising Sound Editor,Tim Gedemer
+10718,Stand In,Julie McKinnon
+10718,Dialect Coach,Julie Adams
+10718,Set Decoration,Rand Sagers
+10718,Co-Producer,Greg Tharp
+10718,Associate Producer,Jeremiah Vaughn
+10718,Rigging Grip,Joe Hill
+10718,Digital Effects Supervisor,Tyler Foell
+10718,Boom Operator,Jeff Porrello
+10718,Systems Administrators & Support,Mitch Goldstrom
+10718,Scenic Artist,Maureen Kropf
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+10718,Construction Foreman,Lloyd A. Buswell
+10718,Painter,Leslie Lawson
+10718,Standby Painter,Paul J. Campanella
+10718,Electrician,Henry Cantor
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+10718,I/O Supervisor,Levi Asay
+11062,Director,Harold Becker
+10802,Editor,Mark Goldblatt
+10802,Editor,Mark Helfrich
+10802,Director,Paul Verhoeven
+10802,Screenplay,Joe Eszterhas
+10802,Producer,Alan Marshall
+10802,Original Music Composer,David A. Stewart
+10802,Original Music Composer,Rena Riffel
+1887,Director,Sofia Coppola
+1887,Producer,Ross Katz
+1887,Director of Photography,Lance Acord
+1887,Casting,Karen Lindsay-Stewart
+1887,Executive Producer,Paul Rassam
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+6071,Director,Barbet Schroeder
+6071,Screenplay,Eleazar Lipsky
+6071,Director of Photography,Luciano Tovoli
+10461,Producer,Neil Canton
+10461,Director of Photography,Mauro Fiore
+10461,Stunts,James Bamford
+10461,Director,Stephen T. Kay
+80278,Producer,Ghislain Barrois
+80278,Director,Juan Antonio Bayona
+80278,Costume Design,Maria Reyes
+80278,Costume Design,Anna Bingemann
+80278,Costume Design,Sparka Lee Hall
+12704,Original Music Composer,Dave Grusin
+12704,Screenplay,Elaine May
+12704,Director,Elaine May
+10315,Director,Wes Anderson
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+10315,Animation,Tim Allen
+10315,Animation,Daniel Gill
+10315,Animation,Will Hodge
+10315,Animation,Caroline Maure
+10315,Animation,Patricia Sourdes
+10315,Editor,Claire Dodgson
+16643,Casting,Sharon Bialy
+16643,Screenplay,Dana Stevens
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+16643,Set Decoration,Lesley Beale
+2687,Director,John Carpenter
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+2687,Original Music Composer,Shirley Walker
+2687,Costume Design,Joe I. Tompkins
+2687,Special Effects Coordinator,Ken Pepiot
+2687,Visual Effects Supervisor,A.J. Thrasher
+194,Author,Jean-Pierre Jeunet
+194,Director,Jean-Pierre Jeunet
+194,Author,Guillaume Laurant
+194,Musician,Yann Tiersen
+194,Director of Photography,Bruno Delbonnel
+194,Music Editor,Hervé Schneid
+194,Steadicam Operator,Jörg Widmer
+194,Stunts,Patrick Cauderlier
+194,Camera Operator,Dominique Colin
+194,Sound Re-Recording Mixer,Vincent Arnardi
+194,Casting Associate,Valerie Espagne
+194,Assistant Editor,Céline Kélépikis
+194,Editorial Services,Lionel Kopp
+194,Sound Effects Editor,Jean-Pierre Lelong
+194,Stunts,Jean-Claude Lagniez
+194,Sound mixer,Jean Umansky
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+194,Script Supervisor,Anne Wermelinger
+194,Location Scout,Aude Lemercier
+194,First Assistant Camera,Matthieu Bastid
+194,Key Grip,Bruno Dubet
+194,Special Effects Coordinator,Séverine De Wever
+194,First Assistant Director,Christophe Vassort
+194,Production Accountant,Corinne Saglio
+194,ADR & Dubbing,Bernhard Vogl
+194,Stunts,Sébastien Lagniez
+194,Dolly Grip,Kenneth Cornils
+194,Casting Assistant,Patricia Van
+11025,Director,Dennie Gordon
+11025,Producer,Robert Thorne
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+8849,Executive Producer,Diana Phillips
+8849,Screenplay,Charles Shyer
+8849,Director,Charles Shyer
+8849,Theatre Play,Bill Naughton
+8849,Original Music Composer,David A. Stewart
+8849,Set Decoration,Penny Crawford
+78698,Director,Ken Kwapis
+78698,Art Direction,Scott Meehan
+30943,Director of Photography,Stephen Goldblatt
+30943,Director,Ulu Grosbard
+30943,Novel,Jacquelyn Mitchard
+9544,Special Effects Supervisor,Harry Wiesenhaan
+9544,Executive Producer,Andrew Stevens
+9544,Casting,Anja Dihrberg
+9544,Casting,Sue Jones
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+9544,Makeup Artist,Zoltan Elek
+9544,Executive Producer,David Saunders
+9544,Story,Moshe Diamant
+9544,Director,William Malone
+9544,Producer,Limor Diamant
+9544,Visual Effects Producer,Alan Church
+9544,Visual Effects Supervisor,Tim McGovern
+9544,Sound Re-Recording Mixer,Dean Humphreys
+9544,Sound Re-Recording Mixer,Peter Maxwell
+9544,Art Direction,Regine Freise
+9544,Set Decoration,Mona Kino
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+9544,Visual Effects Supervisor,Melanie Göggelmann
+9544,Visual Effects Supervisor,Enrico Pieracciani
+9544,Visual Effects Supervisor,Giorgio Prandoni
+9544,Steadicam Operator,Alessandro Bolognesi
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+24418,Director,Paul Weitz
+7288,Director,Danny DeVito
+7288,Producer,Ben Stiller
+7288,Director of Photography,Anastas N. Michos
+7288,Producer,Stuart Cornfeld
+14655,Screenplay,Robert Ramsey
+14655,Director,Malcolm D. Lee
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+24575,Producer,Lew Grade
+24575,Executive Producer,Martin Starger
+24575,Director,Jerry Jameson
+10366,Director,Mic Rodgers
+19898,Casting,Sarah Finn
+19898,Director,Christian Alvart
+19898,Story,Christian Alvart
+4965,Story,Philip K. Dick
+4965,Adaptation,Scott Rosenberg
+4965,Director,Gary Fleder
+4965,Costume Design,Abigail Murray
+15074,Executive Producer,Mark Damon
+15074,Production Design,Philip Harrison
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+15074,Executive Producer,David Saunders
+15074,Producer,Jan Fantl
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+15074,Story,Mark Mullin
+56715,Casting,Lucinda Syson
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+56715,Production Design,Doug Kraner
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+56715,Hairstylist,Mary 'Dugan' Buono
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+56715,Script Supervisor,Dru Anne Carlson
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+1272,Director,Danny Boyle
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+266396,Screenplay,Pete Travis
+266396,Screenplay,Don MacPherson
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+266396,Associate Producer,Carmel Musgrove
+9978,Producer,Steve Christian
+9978,Producer,Andreas Grosch
+9978,Executive Producer,Andreas Schmid
+9978,Art Direction,Alan Gilmore
+9978,Producer,Peter Samuelson
+9978,Executive Producer,Nigel Green
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+8271,Executive Producer,Ivan Reitman
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+8271,Producer,Tom Pollock
+8271,Producer,Joe Medjuck
+8271,Script Supervisor,Anna Rane
+10428,Director,Iain Softley
+10428,Executive Producer,Iain Softley
+10428,Producer,Ralph Winter
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+10428,Costume Design,Roger Burton
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+10428,Supervising Sound Editor,Victor J. Hernandez
+10428,Still Photographer,Mark Tillie
+5353,Producer,Mark Johnson
+5353,Director of Photography,David Tattersall
+5353,Director,Richard Shepard
+11934,Director of Photography,Roger Deakins
+11934,Director,Joel Coen
+11934,Editor,Thom Noble
+14392,Editor,Chris Blunden
+14392,Executive Producer,Han Sanping
+14392,Director of Photography,Arthur Wong
+14392,Director,Peter Chan
+14392,Producer,D. Daniel Vujić
+14392,Line Producer,Lorraine Ho
+14392,Producer,Andre Morgan
+14392,Director,Raymond Yip Wai-Man
+14392,Screenplay,James Yuen
+14392,Editor,Wenders Li
+14392,Screenplay,Aubrey Lam Oi-Wah
+14392,Production Design,Yee Chung-Man
+14392,Screenplay,He Jiping
+14392,Executive Producer,Peter Lam
+19495,Director,Sergei Bodrov Jr.
+19495,Director,Ivan Passer
+110415,Co-Producer,Robert Bernacchi
+110415,Co-Producer,David Minkowski
+110415,Director,Bong Joon-ho
+110415,Producer,Miky Lee
+110415,Production Design,Ondrej Nekvasil
+110415,Original Story,Jacques Lob
+110415,Original Story,Jean-Marc Rochette
+110415,Unit Manager,Jiri Kotlas
+110415,Assistant Director,Jakub Dvorak
+110415,Production Coordinator,Ludek Vomacka
+110415,Set Designer,Pavel Tatar
+110415,Set Designer,Adela Hakova
+110415,Co-Executive Producer,Kris Ghil
+110415,Co-Executive Producer,Young-don Kim
+110415,Associate Producer,Huh Soo Young
+110415,Set Designer,Mi Song Bo
+110415,Set Designer,Darina Hejlová
+110415,Production Coordinator,Jun Ryu Jae
+110415,Title Designer,Baic Zong
+77459,Executive Producer,Nadia Khamlichi
+77459,Director,Bibo Bergeron
+77459,Original Music Composer,Mathieu Chedid
+77459,Animation Supervisor,Jonathan del Val
+77459,Music Programmer,Jérôme Devoise
+77459,Storyboard,Antoine Antin
+77459,Music Supervisor,Alexandre Mahout
+77459,Animation,Benoit Bargeton
+77459,Co-Editor,Nicolas Stretta
+77459,Music,Michael Wijnen
+77459,Production Manager,Lucie Bolze
+77459,Assistant Sound Editor,Jérôme Faurel
+77459,Character Designer,Stéphane Sainte-Foi
+26486,Director,Jeff Nathanson
+26486,Director of Photography,John Lindley
+26486,Casting,Tricia Wood
+9495,Casting,Suzanne Smith
+9495,Casting,Billy Hopkins
+9495,Producer,Alex Proyas
+9495,Director,Alex Proyas
+9495,Editor,M. Scott Smith
+9495,Producer,James A. Janowitz
+9495,Screenplay,John Shirley
+256040,Director,S.S. Rajamouli
+256040,Screenplay,S.S. Rajamouli
+256040,Director of Photography,K.K. Senthil Kumar
+256040,Stunt Coordinator,Peter Hein
+256040,Foley,Philippe van Leer
+256040,Editor,Kotagiri Venkateswara Rao
+256040,Sound Designer,P.M. Satheesh
+256040,Sound Mixer,Debajit Changmai
+256040,Assistant Art Director,Sagar Mali
+256040,Costume Design,Prashanti Tipirineni
+24420,Production Design,Jon Hutman
+24420,Director of Photography,Florian Ballhaus
+24420,Casting,Robin D. Cook
+24420,Casting,Jennifer L. Smith
+24420,Director,Robert Schwentke
+24420,Executive Producer,Richard Brener
+24420,ADR & Dubbing,Heidi Brook Myers
+24420,Executive Producer,Michele Weiss
+24420,Producer,Kristin Hahn
+24420,Novel,Audrey Niffenegger
+24420,Producer,Sara Moe
+24420,Makeup Department Head,Ann Brodie
+1257,Director,Michael Lehmann
+1257,Director of Photography,Julio Macat
+1257,Screenplay,Karen Leigh Hopkins
+1257,Producer,Jessie Nelson
+1257,Producer,Paul Brooks
+1257,Editor,Paul Seydor
+62214,Casting,Ronna Kress
+62214,Director,Tim Burton
+62214,Sound Re-Recording Mixer,Christopher Boyes
+62214,Screenplay,John August
+62214,Thanks,Daniel Stern
+62214,Thanks,Julie Hickson
+62214,Storyboard,Jorgen Klubien
+62214,Co-Producer,Derek Frey
+62214,Storyboard,Christian De Vita
+62214,Sound Re-Recording Mixer,Michael Semanick
+62214,Storyboard,Padraig Collins
+62214,Lead Animator,Anthony Elworthy
+62214,Animation Director,Trey Thomas
+62214,Animation,Daniel Alderson
+62214,Animation,Kim Keukeleire
+62214,Animation,Marjolaine Parot
+62214,Lead Animator,Dobrin Yanev
+62214,Storyboard,Gabriele Zucchelli
+62214,Production Accountant,Jeffrey Broom
+62214,Orchestrator,Edgardo Simone
+62214,Title Designer,Richard Morrison
+16320,Cinematography,Jack Green
+16320,Executive Producer,David V. Lester
+16320,Director,Joss Whedon
+16320,Author,Joss Whedon
+16320,Writer,Joss Whedon
+16320,Production Design,Barry Chusid
+16320,Casting,Amy McIntyre Britt
+16320,Executive Producer,Christopher Buchanan
+8842,Casting,Avy Kaufman
+8842,Costume Design,Ruth E. Carter
+8842,Director,Charles S. Dutton
+8842,Producer,Robert W. Cort
+8842,Editor,Eric L. Beason
+8842,Producer,David Madden
+8842,Script Supervisor,Anna Rane
+8842,Unit Publicist,Joe Everett
+9531,Casting,Debbie McWilliams
+9531,Director,Richard Lester
+9531,Director of Photography,Robert Paynter
+9531,Executive Producer,Ilya Salkind
+9531,Associate Producer,Robert Simmonds
+9531,Stunts,Colin Skeaping
+64807,Executive Producer,Kevin King Templeton
+64807,Producer,Mark Steven Johnson
+64807,Director,Peter Segal
+64807,Producer,Peter Segal
+64807,Screenplay,Rodney Rothman
+64807,Makeup Artist,Aimee Stuit
+64807,Assistant Editor,Harold Parker
+64807,Producer,Ravi D. Mehta
+64807,Makeup Artist,Elvis Jones
+64807,Makeup Department Head,Scott Eddo
+64807,Hairstylist,Jerry Popolis
+64807,Hair Department Head,Voni Hinkle
+64807,Screenplay,Tim Kelleher
+12289,Director,John Woo
+12289,Line Producer,Rick Nathanson
+12289,Producer,Woo-Taek Kim
+12289,Producer,Zhong-lun Ren
+12289,Line Producer,Xiaofeng Hu
+12289,Producer,Sirena Liu
+11529,Production Design,Clay A. Griffith
+11529,Director of Photography,Andrew Dunn
+11529,Producer,Neal H. Moritz
+11529,Editor,Troy Takaki
+11529,Director,Andy Tennant
+11529,Producer,Stokely Chaffin
+11529,Sound Re-Recording Mixer,Scott Millan
+11529,Dialogue Editor,Julie Feiner
+11529,Script Supervisor,Alicia Accardo
+11529,Sound Re-Recording Mixer,Bob Beemer
+11529,Set Decoration,Lisa K. Sessions
+11529,Camera Operator,Bill O'Drobinak
+20943,Producer,Gary Lucchesi
+20943,Director of Photography,Russell Carpenter
+20943,Music,Aaron Zigman
+20943,Director,Robert Luketic
+9099,Producer,Brian Grazer
+9099,Director,Jonathan Lynn
+9488,Director,Robert Rodriguez
+9488,Producer,Robert Rodriguez
+9488,Sound Effects Editor,Robert Rodriguez
+9488,Supervising Sound Editor,Dean Beville
+9488,Executive In Charge Of Production,Jane Nerlinger Evans
+9488,Boom Operator,David M. Roberts
+9488,Assistant Sound Editor,Jamie Hardt
+9488,Set Decoration Buyer,Jennifer Long
+9488,Sound Effects Editor,William Jacobs
+9488,Carpenter,Andy McCauley
+9488,Carpenter,Ronnie White
+9488,Set Dresser,Mark Hanks
+193,Editor,Peter E. Berger
+193,Production Design,Herman F. Zimmerman
+193,Director,David Carson
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+193,Casting,Ron Surma
+44865,Director,Wong Kar-wai
+44865,Producer,Wong Kar-wai
+44865,Original Music Composer,Shigeru Umebayashi
+44865,Art Direction,William Chang
+55787,Cinematography,Rodrigo Prieto
+55787,Original Music Composer,James Newton Howard
+55787,Director,Francis Lawrence
+55787,Producer,Erwin Stoff
+55787,Costume Design,Jacqueline West
+55787,Costume Supervisor,Cheryl Beasley Blackwell
+257932,Director,Yuefeng Song
+10400,Director,Norman Jewison
+10400,Producer,Armyan Bernstein
+10400,Producer,John Ketcham
+10400,Script Supervisor,Samantha Armstrong
+1957,Art Direction,Andrew Menzies
+1957,Editor,Rick Shaine
+1957,Producer,Rob Cowan
+1957,Director,Michael Apted
+1957,Writer,Nicholas Kazan
+1957,Executive Producer,E. Bennett Walsh
+1957,Cableman,Tom Fox
+1957,Property Master,Chris Ubick
+1957,Set Designer,Suzan Wexler
+1957,Costume Supervisor,Helen Monaghan
+1957,Location Manager,Jennifer Dunne
+1957,Sound Re-Recording Mixer,Doug Hemphill
+1957,Supervising Sound Editor,John A. Larsen
+1957,ADR Editor,Kelly Oxford
+1957,Key Makeup Artist,Pamela Santori
+1957,Special Effects Coordinator,Rick Thompson
+1957,Transportation Captain,Don Tardino
+1957,Boom Operator,George W. Scott
+1957,Casting Assistant,Derek Marquand
+10833,Art Direction,John Warnke
+10833,Director of Photography,Dean Semler
+10833,Stunt Coordinator,Buddy Joe Hooker
+10833,Dialogue Editor,Mildred Iatrou
+10833,Director,David Mirkin
+10833,Producer,Irving Ong
+10833,Costume Design,Gary Jones
+10833,Gaffer,James J. Gilson
+10833,Sound Effects Editor,Steve Mann
+10833,Sound Effects Editor,Jason King
+10833,Sound Effects Editor,Howard Neiman
+10833,Sound Effects Editor,Gary Krivacek
+256961,Original Music Composer,Rupert Gregson-Williams
+256961,Executive Producer,Ben Waisbren
+256961,Producer,Todd Garner
+256961,Producer,Adam Sandler
+256961,Production Design,Perry Andelin Blake
+256961,Producer,Kevin James
+256961,Writer,Kevin James
+256961,Director,Andy Fickman
+256961,Writer,Nick Bakay
+256961,Costume Design,Genevieve Tyrrell
+256961,Script Supervisor,Betty Bennett
+5852,Casting,Cathy Sandrich
+5852,Executive Producer,Don Carmody
+5852,Producer,Elie Samaha
+5852,Producer,James A. Holt
+5852,Director,Luis Mandoki
+5852,Writer,Gerald Di Pego
+5852,Set Decoration,Enrico Campana
+12312,Casting,Risa Bramon Garcia
+12312,Production Design,Jackson De Govia
+12312,Producer,Arnold Kopelson
+12312,Director of Photography,Daryn Okada
+12312,Director,John Pasquin
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+12312,Dialogue Editor,Robert Troy
+12312,Dialogue Editor,Daniel S. Irwin
+12312,Stunt Coordinator,Noon Orsatti
+12312,Camera Operator,Harry K. Garvin
+622,Production Design,Dean Tavoularis
+622,Art Direction,Gérard Viard
+622,Director of Photography,Darius Khondji
+622,Director,Roman Polanski
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+622,Producer,Antonio Cardenal
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+11306,Director,Michael Apted
+12508,Director of Photography,Ueli Steiger
+12508,Screenplay,John Stockwell
+12508,Director,Stephen Herek
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+12508,Executive Producer,Mike Ockrent
+12508,Producer,Robert Lawrence
+25793,Director,Lee Daniels
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+10534,Director,Ridley Scott
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+10534,Producer,Mimi Polk Gitlin
+10534,Novel,Charles Gieg Jr.
+10534,Novel,Felix Sutton
+1091,Associate Producer,Larry J. Franco
+1091,Set Decoration,John M. Dwyer
+1091,Director of Photography,Dean Cundey
+1091,Editor,Todd C. Ramsay
+1091,Director,John Carpenter
+1091,Casting,Anita Dann
+1091,Makeup Effects,Rob Bottin
+1091,Sound Re-Recording Mixer,Steve Maslow
+1091,Pilot,Ken Strain
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+1091,Dolly Grip,Kris Krosskove
+1091,Pilot,Nate Irwin
+1091,Pilot,Lawrence Perry
+87421,Producer,Ted Field
+87421,Producer,Vin Diesel
+87421,Director,David Twohy
+87421,Director of Photography,David Eggby
+87421,Executive Producer,George Zakk
+87421,Editor,Tracy Adams
+87421,Producer,Samantha Vincent
+87421,Makeup Department Head,Adrien Morot
+87421,Costume Design,Simonetta Mariano
+10871,Director,Jeb Stuart
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+13503,Director,Steve Miner
+13503,Screenplay,Martin Copeland
+13600,Producer,Tom Hanks
+13600,Screenplay,Caroline Thompson
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+13600,Production Design,Martin Laing
+13600,Executive Producer,John D. Schofield
+13600,Hair Designer,Vera Mitchell
+13600,Director of Photography,Xavier Grobet
+13600,Director,Gil Kenan
+13600,Author,Jeanne Duprau
+13600,Editor,Adam P. Scott
+13600,Art Direction,James Foster
+13600,Set Decoration,Celia Bobak
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+68722,Director,Paul Thomas Anderson
+68722,Writer,Paul Thomas Anderson
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+68722,Casting,Cassandra Kulukundis
+68722,Costume Design,Mark Bridges
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+68722,Supervising Sound Editor,Matthew Wood
+68722,Stunt Coordinator,Garrett Warren
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+68722,Dialogue Editor,Cheryl Nardi
+68722,Property Master,C.J. Maguire
+68722,Still Photographer,Chuck Zlotnick
+68722,Sound Designer,Christopher Scarabosio
+68722,Chief Lighting Technician,Michael Bauman
+68722,Script Supervisor,Jillian Giacomini
+68722,Transportation Captain,Robert T. Chestnut
+68722,Hairstylist,Robert Wilson
+68722,Makeup Artist,Andrea Pino
+14324,Production Design,Jim Clay
+14324,Director,David Leland
+14324,Line Producer,Lucio Trentini
+14325,Editor,William Steinkamp
+14325,Director,Gary Fleder
+14325,Casting,Jennifer L. Smith
+299687,ADR & Dubbing,R.J. Kizer
+299687,Director,J Blakeson
+299687,Hair Department Head,Anji Bemben
+299687,Supervising Sound Editor,Richard King
+299687,Visual Effects Supervisor,Darren Poe
+299687,Visual Effects Editor,Shawn Broes
+299687,Assistant Art Director,Michael Gowen
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+299687,Assistant Costume Designer,Jodie Stern
+299687,Script Coordinator,Robert John Dubiel
+299687,Camera Operator,Jeff Crumbley
+299687,Rigging Gaffer,Art Schultz
+299687,Visual Effects Art Director,Patrick Zentis
+299687,Key Hair Stylist,Elizabeth Robinson
+299687,Digital Intermediate,Alex Portin
+299687,First Assistant Camera,Freddy Thomas
+312221,Casting,Kathy Driscoll
+312221,Foley,Jana Vance
+312221,Producer,Irwin Winkler
+312221,Producer,William Chartoff
+312221,Producer,Robert Chartoff
+312221,Executive Producer,Nicolas Stern
+312221,Director,Ryan Coogler
+312221,Music Editor,Ronald J. Webb
+312221,Sound Re-Recording Mixer,Brandon Proctor
+312221,Script Supervisor,Robb Foglia
+312221,Supervising Sound Editor,Benjamin A. Burtt
+312221,Visual Effects Supervisor,Michael Huber
+312221,Key Hair Stylist,Wyatt Belton
+312221,Screenplay,Aaron Covington
+312221,Set Costumer,Jody Felz
+312221,Art Department Coordinator,Dave Kellom
+312221,Casting Associate,Colleen Kay
+312221,Visual Effects Coordinator,Nicholas Elwell
+23168,Director,Ben Affleck
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+23168,Additional Soundtrack,Lili Haydn
+23168,Screenplay,Peter Craig
+23168,Original Music Composer,David Buckley
+23168,Production Supervisor,Molly Allen
+23168,Assistant Director,Donald Murphy
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+76494,Music,Mark Mothersbaugh
+76494,Producer,David Thwaites
+76494,Director,Kirk Jones
+76494,Screenplay,Heather Hach
+76494,Screenplay,Shauna Cross
+76494,Casting,Tricia Wood
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+76494,Visual Effects Editor,Mark Edward Wright
+76494,Music,Benjamin Forrest Davis
+76494,Co-Producer,Louis Phillips
+4944,Set Decoration,Nancy Haigh
+4944,Director,Joel Coen
+4944,Producer,Joel Coen
+4944,Director,Ethan Coen
+4944,Editor,Ethan Coen
+4944,Casting,Ellen Chenoweth
+4944,Executive Producer,Tim Bevan
+4944,Director of Photography,Emmanuel Lubezki
+4944,Unit Production Manager,Robert Graf
+4944,Producer,David Diliberto
+4944,Construction Coordinator,Ron Petagna
+4944,Stunts,Mick O'Rourke
+4944,Title Graphics,J. John Corbett
+4944,Executive In Charge Of Post Production,Michelle Wright
+10488,Casting,Nancy Nayor
+10488,Original Music Composer,Patrick Doyle
+10488,Screenplay,Paula Mazur
+10488,Director,Jennifer Flackett
+10488,Director,Mark Levin
+10488,Screenplay,Joseph Kwong
+10488,Art Direction,Jacinta Leong
+10488,Script Supervisor,Carolina Häggström
+96721,Producer,Eric Fellner
+96721,Director,Ron Howard
+96721,Producer,Peter Morgan
+96721,Production Office Assistant,Bradley Porter
+334,Original Music Composer,Jon Brion
+334,Producer,Dylan Tichenor
+334,Director,Paul Thomas Anderson
+334,Production Design,William Arnold
+334,Music Supervisor,Dana Sano
+334,Additional Music,Fiona Apple
+334,Makeup Artist,Selina Jayne
+334,Dialogue Editor,Hugo Weng
+334,Makeup Artist,Lois Burwell
+334,Production Supervisor,Craig Markey
+334,Supervising Sound Editor,Richard King
+334,Steadicam Operator,Elizabeth Ziegler
+334,Key Hair Stylist,Rita Troy
+334,Sound mixer,John Pritchett
+23742,Director,Kevin Smith
+23742,Director of Photography,David Klein
+23742,Executive Producer,Robb Cullen
+23742,Writer,Robb Cullen
+259694,Executive Producer,Nancy Juvonen
+259694,Executive Producer,Marcus Viscidi
+259694,Producer,Dana Fox
+259694,Screenplay,Dana Fox
+259694,Director,Christian Ditter
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+259694,Screenstory,Marc Silverstein
+259694,Director of Photography,Christian Rein
+62837,Director,Charles Martin Smith
+62837,Casting,Kerry Barden
+62837,Associate Producer,Brad Arensman
+62837,Associate Producer,Carl Rogers
+8966,Director,Catherine Hardwicke
+8966,Novel,Stephenie Meyer
+8470,Producer,Mark Burg
+8470,Producer,Oren Koules
+8470,Costume Design,Beatrix Aruna Pasztor
+8470,Editor,Dede Allen
+8470,Director,Nick Cassavetes
+8470,Original Music Composer,Aaron Zigman
+8470,Director of Photography,Rogier Stoffers
+8470,Casting,Nancy Green-Keyes
+8470,Co-Producer,James Kearns
+8470,Production Design,Stefania Cella
+8470,Unit Production Manager,Mathew Hart
+8470,Co-Producer,Mathew Hart
+8470,Orchestrator,Jerry Hey
+8470,Unit Manager,Philippe Montel
+8470,Casting Associate,Nina Barry
+8470,Second Assistant Director,Kristen Ploucha
+8470,Art Direction,Elis Y. Lam
+8470,Boom Operator,Denis Bellingham
+8470,ADR Supervisor,Barney Cabral
+8470,Art Direction,Thomas Carnegie
+8470,Sound Effects Editor,Hector C. Gika
+8470,ADR Editor,Jennifer L. Mann
+8470,Still Photographer,Ava Gerlitz
+8470,First Assistant Editor,Alexandra Leviloff
+8470,Technical Supervisor,Lee Tucker
+8470,Art Department Coordinator,Andrea Kristof
+8470,Assistant Art Director,Nicholas Gazda
+8470,Painter,Gordon Brown
+8470,Seamstress,Nadia Ongaro
+8470,Chef,Terry Henderson
+8470,Stand In,Jill Fleischman
+8470,Video Assist Operator,Christopher Brown
+8470,Assistant Director,Donald Colafranceschi
+8470,Electrician,Morgan Carpenter
+8470,Gaffer,Normand Viau
+8470,Gun Wrangler,Nick Veziris
+8470,Production Controller,Paul Prokop
+8470,Dolly Grip,Tracy Shaw
+8470,Key Grip,Mark Manchester
+8470,Casting Assistant,Andrea Kool
+11001,Director of Photography,David Eggby
+11001,Producer,Toby Jaffe
+11001,Director,Les Mayfield
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+138832,Director of Photography,Barry Peterson
+138832,Producer,Tucker Tooley
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+138832,Music Editor,Ronald J. Webb
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+138832,Casting,Beth Lipari
+138832,Costume Design,Claire Hallworth
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+16911,Director,Fyodor Bondarchuk
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+16911,Makeup Effects,Christian Beckman
+16911,Costume Design,Tatyana Poyarkova
+16911,Wigmaker,Marina Lebedeva
+16911,Steadicam Operator,Dmitry Snyatovsky
+16911,Steadicam Operator,Dmitriy Novikov
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+16911,Stunt Coordinator,Vladimir Karpovich
+16911,Location Manager,Mikhail Shirokov
+16911,Visual Effects Supervisor,Boris Lutsyuk
+16911,Visual Effects Supervisor,Pete Polyakov
+2163,Director,Jonathan Mostow
+2163,Screenplay,Jonathan Mostow
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+36670,Original Music Composer,Michel Legrand
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+23048,Producer,John Cusack
+23048,Director,Steve Pink
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+23048,Original Music Composer,Christophe Beck
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+23048,Screenplay,Josh Heald
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+227735,Director,Charles Martin Smith
+227735,Director of Photography,Daryn Okada
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+8409,Director of Photography,Jack Green
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+8409,Screenplay,Paul Scheuring
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+222936,Producer,Scott Rudin
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+222936,Executive Producer,Ben Waisbren
+222936,Set Designer,Stella Vaccaro
+222936,Costume Design,Deborah Lynn Scott
+222936,Director,Cameron Crowe
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+222936,Art Direction,Peter Borck
+222936,Still Photographer,Neal Preston
+222936,Second Assistant Director,Jonas Spaccarotelli
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+222936,Key Makeup Artist,Laine Rykes
+222936,First Assistant Director,Scott Robertson
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+222936,First Assistant Editor,Elliott Eisman
+222936,Hairstylist,Debra Rego
+31908,Director,Rob Reiner
+10219,Screenplay,Ronald Bass
+10219,Director,Scott Hicks
+48171,Production Design,Andrew Laws
+48171,Director,Mikael Håfström
+48171,Producer,Tripp Vinson
+48171,Costume Design,Carlo Poggioli
+782,Casting,Francine Maisler
+782,Director of Photography,Slawomir Idziak
+782,Producer,Michael Shamberg
+782,Producer,Stacey Sher
+782,Director,Andrew Niccol
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+782,Editor,Lisa Zeno Churgin
+782,Makeup Artist,Lizbeth Williamson
+782,Makeup Artist,Ve Neill
+782,Visual Effects Supervisor,Chris Watts
+782,Foley,Gary A. Hecker
+782,Dialogue Editor,James Matheny
+782,Costume Supervisor,Robert Q. Mathews
+782,Makeup Artist,Jill Rockow
+782,Sound Re-Recording Mixer,Doug Hemphill
+782,Sound Effects Editor,Steven Ticknor
+782,Visual Effects Supervisor,Jerry Pooler
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+75531,Executive Producer,Gary Levinsohn
+75531,Executive Producer,Mark Gordon
+75531,Director,Andrew Bergman
+11802,Producer,Barry Sonnenfeld
+11802,Producer,John H. Williams
+11802,Director,Kirk De Micco
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+11802,Original Music Composer,Chris Bacon
+11802,Editor,Debbie Berman
+9776,Director,Chris Rock
+9776,Editor,Stephen A. Rotter
+9776,Author,Ali LeRoi
+18785,Director of Photography,Lawrence Sher
+18785,Editor,Debra Neil-Fisher
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+18785,Screenplay,Scott Moore
+18785,Director,Todd Phillips
+18785,Producer,Daniel Goldberg
+18785,Producer,Jeffrey Wetzel
+365222,Director,Wilson Yip
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+365222,Writer,Lai-yin Leung
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+365222,Visual Effects,Garrett Lam
+365222,Visual Effects,Kwok-Leung Yee
+817,Set Decoration,Sara Andrews
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+817,Producer,John S. Lyons
+817,Director of Photography,Ueli Steiger
+817,Director,Jay Roach
+817,Editor,Debra Neil-Fisher
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+817,Stunt Coordinator,Bud Davis
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+268,Director,Tim Burton
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+268,Producer,Jon Peters
+268,Production Design,Anton Furst
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+45054,Director,Roland Joffé
+943,Screenplay,Robert Mark Kamen
+943,Director of Photography,Jan de Bont
+943,Director,Richard Donner
+943,Production Design,James H. Spencer
+943,Editor,Battle Davis
+943,Art Direction,Greg Papalia
+943,Set Decoration,Richard C. Goddard
+22881,Editor,Mark Livolsi
+22881,Costume Design,Daniel Orlandi
+22881,Producer,Andrew A. Kosove
+22881,Director,John Lee Hancock
+22881,Writer,John Lee Hancock
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+22881,Sound Editor,Sandy Gendler
+22881,Supervising Sound Editor,Jon Johnson
+10054,Director,Robert Rodriguez
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+10054,Original Music Composer,Danny Elfman
+10054,Executive Producer,Harvey Weinstein
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+10054,Casting,Anne McCarthy
+10054,Makeup Effects,Robert Kurtzman
+10054,Costume Supervisor,Nina Proctor
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+10054,Visual Effects Supervisor,Daniel Leduc
+10054,Unit Production Manager,Bill Scott
+10054,Storyboard,Marc Baird
+10054,Sound Re-Recording Mixer,Michael Semanick
+10054,Music Editor,Stephanie Lowry
+10054,Art Direction,Ed Vega
+10054,Production Coordinator,Cynthia Streit
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+10054,Set Designer,Ronn Basquette
+10054,Casting Associate,Alexandra Newman
+51540,Set Decoration,Jan Pascale
+51540,Music Editor,Todd Bozung
+51540,Producer,Brett Ratner
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+51540,Director,Seth Gordon
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+51540,Makeup Artist,LaLette Littlejohn
+51540,Property Master,Mychael Bates
+51540,Script Supervisor,Alexa Alden
+51540,Art Direction,Jay Pelissier
+51540,Special Effects Coordinator,Jeremy Hays
+51540,Sound Effects Editor,Joe Iemola
+51540,First Assistant Director,Darin Rivetti
+44264,Director,Joel Coen
+44264,Director,Ethan Coen
+44264,Producer,Scott Rudin
+44264,Costume Design,Mary Zophres
+44264,Makeup Department Head,Thomas Nellen
+350,Casting,Ellen Lewis
+350,Director,David Frankel
+350,Production Design,Jess Gonchor
+350,Unit Production Manager,Judy Richter
+152,Director,Robert Wise
+152,Costume Design,Robert Fletcher
+152,Makeup Artist,Ve Neill
+109431,Casting,Sarah Katzman
+109431,Production Design,Shepherd Frankel
+109431,Executive Producer,Dan Kolsrud
+109431,Editor,Peter Teschner
+109431,Screenplay,Craig Mazin
+109431,Director,Seth Gordon
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+109431,Script Supervisor,Gail Hunter
+109431,Makeup Artist,Lay'Na Anderson
+109431,Casting Associate,Beth Lipari
+109431,Set Costumer,Sarah Downer
+109431,Special Effects Supervisor,Scott Willis
+1598,Music,Bernard Herrmann
+1598,Art Direction,Jack G. Taylor Jr.
+1598,Producer,Robert De Niro
+1598,Executive Producer,Kathleen Kennedy
+1598,Director,Martin Scorsese
+1598,Casting,Ellen Lewis
+1598,Costume Design,Rita Ryack
+1598,Still Photographer,Phillip V. Caruso
+1598,Dialogue Editor,Marissa Littlefield
+1598,Casting,Ellen Jacoby
+1598,Stunt Coordinator,Leon Delaney
+1598,Hairstylist,Donna Battersby Greene
+1598,Stunts,Don Pulford
+8065,Director of Photography,Russell Carpenter
+8065,Art Direction,James F. Truesdale
+8065,Executive Producer,William S. Beasley
+8065,Screenplay,Allan Loeb
+8065,Director,Robert Luketic
+8065,Visual Effects Supervisor,Gray Marshall
+8065,Sound Effects Editor,Wade Wilson
+271718,Original Music Composer,Jon Brion
+271718,Director,Judd Apatow
+271718,Editor,Paul Zucker
+271718,Art Direction,Deborah Jensen
+271718,Costume Design,Jessica Albertson
+271718,Music Editor,Manish Raval
+271718,Production Sound Mixer,Tom Nelson
+11638,Editor,Paul Seydor
+11638,Executive Producer,Joseph M. Caracciolo
+11638,Unit Production Manager,Joseph M. Caracciolo
+11638,Art Direction,Gary Kosko
+11638,Executive Producer,Betty Thomas
+11638,Producer,Jenno Topping
+11638,Director,Kevin Rodney Sullivan
+11638,Producer,Jason Goldberg
+11638,Stunt Coordinator,Eddie L. Watkins
+11638,Production Sound Mixer,Douglas B. Arnold
+409,Screenplay,Anthony Minghella
+409,Director,Anthony Minghella
+409,Director of Photography,John Seale
+409,Producer,Paul Zaentz
+409,Casting,David Rubin
+409,Production Design,Stuart Craig
+409,Novel,Michael Ondaatje
+2118,Director,Curtis Hanson
+2118,Executive Producer,David L. Wolper
+2118,Special Effects Coordinator,Richard Stutsman
+2118,Screenplay,Brian Helgeland
+2118,Grip,Randy Berrett
+2118,Music Editor,Kenneth Hall
+2118,Producer,Michael G. Nathanson
+2118,Casting Associate,Emily Schweber
+2118,Location Manager,John Panzarella
+2118,Stunt Coordinator,Jeff Imada
+2118,Casting,Barbara Harris
+2118,Still Photographer,Merrick Morton
+2118,Costume Supervisor,Lisa Lovaas
+2118,Assistant Editor,Michael Trent
+2118,Set Costumer,Marsha Bozeman
+2118,Visual Effects Supervisor,Peter Donen
+2118,Camera Operator,Gary Jay
+2118,Still Photographer,Peter Sorel
+2118,Dolby Consultant,Thom 'Coach' Ehle
+2118,Key Hair Stylist,Janis Clark
+2118,Loader,James W. Apted
+2118,Stunts,Anthony G. Schmidt
+2118,Unit Production Manager,L. Dean Jones Jr.
+2118,Craft Service,David Guilbeau
+2118,Sound Effects Editor,Joe Divitale
+2118,Electrician,Corwin A. Bibb
+2118,Hairstylist,Peter Savic
+2118,Unit Publicist,Michael Battaglia
+2118,Production Supervisor,Warren Smith
+11459,Music Editor,Stephen M. Davis
+11459,Casting,Allison Jones
+11459,Art Direction,William Hawkins
+11459,Director,Mike Mitchell
+11459,Writer,Paul Hernandez
+11459,Executive Producer,Ann Marie Sanderlin
+11459,Hair Department Head,Susan Germaine
+11459,Script Supervisor,Pamela Alch
+11459,Art Department Coordinator,Richard Bloom
+11459,Hairstylist,Susan Carol Schwary
+10806,Director,Frank Oz
+10806,Screenplay,Paul Rudnick
+10806,Art Direction,Charley Beal
+9348,Stunts,Ray Lykins
+9348,Orchestrator,Christopher Young
+9348,Set Decoration,Jackie Carr
+9348,Stunts,Charles Croughwell
+9348,Special Effects Coordinator,Jeff Jarvis
+9348,Director of Photography,Andrzej Bartkowiak
+9348,Director,Roger Donaldson
+9348,Costume Design,Joe I. Tompkins
+9348,Costume Supervisor,Margo Baxley
+9348,Producer,Dennis Feldman
+9348,Unit Production Manager,David Streit
+9348,Stunts,John Cade
+9348,Stunts,Pat Romano
+9348,Title Graphics,Dan Perri
+9348,Lighting Technician,Mike Weathers
+9348,Visual Effects,Patrick Phillips
+9348,Painter,John Tyrrell
+377,Director,Wes Craven
+377,Director of Photography,Jacques Haitkin
+377,Casting,Annette Benson
+8843,Editor,Paul Rubell
+8843,Screenplay,Mark Protosevich
+8843,Executive Producer,Carolyn Manetti
+8843,Production Design,Tom Foden
+8843,Director,Tarsem Singh
+8843,Set Designer,Luke Freeborn
+8843,Makeup Artist,Camille Calvet
+8843,Set Designer,Dean Wolcott
+8843,Visual Effects Supervisor,Dennis Berardi
+8843,Assistant Art Director,Guy Hendrix Dyas
+8843,Sound Designer,Jayme S. Parker
+8843,Hairstylist,Candace Neal
+8843,Wigmaker,Paul Huntley
+8843,Rigging Gaffer,Thomas Nead
+8843,Set Costumer,Scott R. Hankins
+9313,Director of Photography,Peter Suschitzky
+9313,Director,Randall Wallace
+9313,Costume Design,James Acheson
+39486,Director,Randall Wallace
+39486,Dialogue Editor,Scott G.G. Haller
+39486,Supervising Art Director,Naaman Marshall
+39486,Key Makeup Artist,Richard Redlefsen
+39486,Producer,Mark Ciardi
+39486,Producer,Gordon Gray
+39486,Special Effects Coordinator,Paul J. Lombardi
+39486,Construction Coordinator,Tom Jones Jr.
+39486,Art Department Coordinator,Jenne Lee
+39486,Chief Lighting Technician,James J. Gilson
+39486,Camera Operator,George Peters
+39486,Hair Department Head,Kim Santantonio
+39486,Production Design,Donald Dowd
+39486,Production Coordinator,Robert Mazaraki
+1273,Director,Kevin Munroe
+1273,Writer,Kevin Munroe
+1273,Characters,Kevin Eastman
+1273,Characters,Peter Laird
+13920,Director of Photography,Don Burgess
+13920,Original Music Composer,James Horner
+13920,Writer,Mike Rich
+13920,Director,Mike Tollin
+50544,Director,Will Gluck
+325133,Original Music Composer,Michael Andrews
+325133,Casting,Kathy Driscoll
+325133,Executive Producer,Nathan Kahane
+325133,Director,Nicholas Stoller
+325133,Producer,Evan Goldberg
+325133,Writer,Evan Goldberg
+325133,Executive Producer,Ted Gidlow
+325133,Production Design,Theresa Guleserian
+140823,Art Direction,Lauren E. Polizzi
+140823,Director,John Lee Hancock
+140823,Writer,Kelly Marcel
+140823,Dialect Coach,Jessica Drake
+1883,Production Design,Wynn Thomas
+1883,Director,Spike Lee
+1883,Producer,Spike Lee
+1883,Editor,Barry Alexander Brown
+1883,Director of Photography,Ernest R. Dickerson
+1883,Screenplay,Arnold Perl
+1883,Script Supervisor,Shari L. Carpenter
+89492,Producer,Barry Mendel
+89492,Director,Judd Apatow
+89492,Casting,Allison Jones
+89492,Music Supervisor,Jonathan Karp
+89492,Executive Producer,Paula Pell
+89492,Dialogue Editor,James Matheny
+89492,Still Photographer,Suzanne Hanover
+22949,Music,John Debney
+22949,Producer,Robert L. Levy
+22949,Electrician,Timothy Healy
+22949,Associate Producer,Anson Downes
+22949,Art Direction,Peter Rogness
+22949,Casting,Jay Scully
+22949,Director,Walt Becker
+22949,Makeup Artist,Persefone Karakosta
+22949,Visual Effects Producer,Gayle Busby
+22949,Construction Coordinator,Raymond M. Samitz
+22949,Special Effects Coordinator,Fred Buchholz
+22949,Second Unit Cinematographer,Gregory Lundsgaard
+22949,Visual Effects Producer,Michele Ferrone
+22949,ADR & Dubbing,Paul Drenning
+22949,Associate Producer,Kelly Hayes
+22949,Art Direction,Brian O'Hara
+22949,Hairstylist,Teressia Carter
+22949,Sound mixer,Scott Blynder
+22949,Boom Operator,Dan Paikin
+22949,Special Effects,Roland Blancaflor
+22949,Special Effects,Rylan Buchholz
+22949,Special Effects,Kurt Harris
+22949,Special Effects,Bryan Wohlers
+22949,Visual Effects Producer,Thomas Clary
+22949,Camera Operator,Jack Donnelly
+22949,Loader,Gavin Fernandez
+22949,Electrician,Robert Merk
+22949,Grip,Michael J. Prate
+22949,Grip,Tom Prate
+22949,Location Scout,Tom Lackey
+22949,Choreographer,Chad Schiro
+22949,Thanks,Graham Winick
+22949,Thanks,Jodi Rell
+22949,Thanks,Jeff Peel
+12437,Casting,Liz Mullane
+12437,Production Design,Dan Hennah
+12437,Characters,Kevin Grevioux
+12437,Director,Patrick Tatopoulos
+12437,Executive Producer,Beth DePatie
+12437,Makeup Effects,Jeff Flitton
+12437,Screenplay,Danny McBride
+2959,Producer,Mike Medavoy
+2959,Director,Ken Kwapis
+2959,Screenplay,Tim Rasmussen
+2959,Producer,Robert Simonds
+2959,Executive Producer,David Thwaites
+2959,Executive Producer,Kim Zubick
+2959,Co-Producer,Louis Phillips
+9957,Executive Producer,Barry Bernardi
+9957,Director,Dennis Dugan
+9957,Producer,Jack Giarraputo
+9957,Editor,Peck Prior
+9957,Executive Producer,Allegra Clegg
+9957,Editor,Sandy S. Solowitz
+11648,Original Music Composer,Craig Armstrong
+11648,Editor,Eric A. Sears
+11648,Director,Gary David Goldberg
+11648,Screenplay,Gary David Goldberg
+11648,Original Music Composer,Susie Suh
+9366,Screenplay,Paul Attanasio
+9366,Producer,Mark Johnson
+9366,Original Music Composer,Patrick Doyle
+9366,Director,Mike Newell
+9366,Novel,Joseph D. Pistone
+9366,Executive Producer,Patrick McCormick
+1576,Director,Paul W.S. Anderson
+1576,Executive Producer,Robert Kulzer
+1576,Unit Production Manager,Silvia Tollmann
+1576,Executive Producer,Victor Hadida
+1576,Assistant Director,Jan Sebastian Ballhaus
+1576,Second Unit Cinematographer,Bharat Nalluri
+1576,Art Department Manager,Astrid Kühberger
+1576,Music Supervisor,Liz Gallacher
+1576,Animatronic and Prosthetic Effects,Martin Gaskell
+1576,Production Illustrator,Ravi Bansal
+1576,Technical Supervisor,John Kurlander
+1576,Dolby Consultant,Norbert Zich
+1576,Post Production Supervisor,Christine Jahn
+1576,Animatronic and Prosthetic Effects,Pauline Fowler
+1576,Script Supervisor,Caroline Sax
+1576,Grip,Dieter Bähr
+1576,Set Decoration,Penny Crawford
+1576,Hairstylist,Friderike Roessler
+1576,Special Effects Supervisor,Gerd Nefzer
+1576,Software Engineer,John Charles
+1576,Leadman,Philipp Hübner
+1576,Carpenter,Philipp Hübner
+1576,Driver,Susen Jarmuske
+1576,Production Office Assistant,Mirjam Weber
+1576,Unit Publicist,Francois Frey
+1576,Visual Effects Editor,Paul Elman
+1576,First Assistant Editor,Franziska Schmidt-Kärner
+1576,Electrician,David Reppen
+1576,Gaffer,Edgar Auell
+1576,Production Accountant,Helga Ploiner
+1576,Sound Designer,Marco Raab
+1576,3D Supervisor,Phil Bignell
+609,Screenplay,Steven Spielberg
+609,Producer,Steven Spielberg
+609,Casting,Mike Fenton
+609,Director,Tobe Hooper
+609,Makeup Artist,Dorothy J. Pearl
+5516,Director of Photography,Roger Deakins
+5516,Director,Joel Coen
+5516,Director,Ethan Coen
+5516,Production Design,Dennis Gassner
+5516,Supervising Art Director,Richard L. Johnson
+5516,Special Effects Coordinator,Peter Chesney
+5516,Producer,Barry Josephson
+5516,Sound Effects Editor,Paul Hsu
+5516,Music,Melvin Adams
+5516,Music,Kenneth Anthony
+5516,Music Editor,Fernand Bos
+13051,Director,John Moore
+13051,Producer,John Moore
+13051,Director of Photography,Jonathan Sela
+13051,Executive Producer,Rick Yorn
+13051,Producer,Julie Yorn
+13051,Screenplay,Beau Thorne
+49530,Director of Photography,Roger Deakins
+49530,Director,Andrew Niccol
+49530,Art Direction,Chris Farmer
+49530,Executive Producer,Amy Israel
+49530,Supervising Art Director,Priscilla Elliott
+49530,Art Direction,Vlad Bina
+49530,Costume Supervisor,Cheryl Beasley Blackwell
+49530,Makeup Department Head,Michelle Vittone
+49530,Makeup Artist,Tracy Manzo
+34806,Music,Stephen Trask
+34806,Producer,Todd Black
+34806,Director,Alan Poul
+34806,Visual Effects Supervisor,Dottie Starling
+49022,Cinematography,Charles Minsky
+49022,Editor,John Axelrad
+49022,Director,Luke Greenfield
+11469,Director,Gil Junger
+23479,Director,Michael Ritchie
+11667,Director,Steven E. de Souza
+11667,Editor,Robert F. Shugrue
+11667,Casting,Mary Jo Slater
+11667,Executive Producer,Tim Zinnemann
+11667,Casting,Steve Brooksbank
+423,Casting,Celestia Fox
+423,Original Music Composer,Wojciech Kilar
+423,Director,Roman Polanski
+423,Director of Photography,Pawel Edelman
+423,Production Design,Allan Starski
+423,Editor,Hervé de Luze
+423,Costume Design,Anna B. Sheppard
+423,Production Supervisor,Henning Molfenter
+423,Special Effects Coordinator,Alister Mazzotti
+423,Production Manager,Oliver Lüer
+423,Music Editor,Suzana Peric
+423,Creative Consultant,Andrew Mollo
+423,Still Photographer,Guy Ferrandis
+423,Stunt Coordinator,Jim Dowdall
+423,Construction Coordinator,Waldemar Weiss
+423,Sound Editor,Gérard Hardy
+2447,Special Effects,Renato Agostini
+2447,Executive Producer,Mike Rich
+2447,Director,Catherine Hardwicke
+2447,Executive Producer,Catherine Hardwicke
+2447,Set Decoration,Alessandra Querzola
+2447,Stunts Coordinator,Stefano Maria Mioni
+2447,Stunts Coordinator,Cedric Proust
+10066,Supervising Sound Editor,Richard Adrian
+10066,Author,Chad Hayes
+10066,Hairstylist,Maree McDonald
+10066,Makeup Artist,Maree McDonald
+10066,Unit Manager,Troy Clarke
+10066,Costume Design,Alex Alvarez
+10066,Producer,Susan Downey
+10066,Director,Jaume Collet-Serra
+10066,Co-Producer,Richard Mirisch
+10066,Associate Producer,Erik Olsen
+10066,Costume Design,Graham Purcell
+10066,Foley Editor,Larry Kemp
+10066,Aerial Director of Photography,Phil Pastuhov
+10066,Sound Recordist,Mark Johnston
+10066,Property Master,Bob Booker
+10066,Scenic Artist,Nick Walker
+10066,Sound Mixer,Paul 'Salty' Brincat
+10066,Set Costumer,Samantha Walker
+10066,Visual Effects Editor,Adam Avery
+10066,Set Dressing Artist,Jac Charlton
+10066,Sculptor,Craig Fison
+10066,Casting Associate,Mia Levinson
+10066,Painter,Tom Brkich
+10066,Standby Painter,Mark Kennedy
+10066,Lighting Technician,Jesse Moyes
+10066,Visual Effects Supervisor,John Breslin
+2288,Director,Mike Nichols
+2288,Costume Design,Ann Roth
+2288,Director of Photography,Stephen Goldblatt
+2288,Producer,Cary Brokaw
+2288,Editor,John Bloom
+2288,Assistant Director,Michael Haley
+2288,Art Direction,Hannah Moseley
+2288,Unit Production Manager,Rachel Neale
+2288,Hairstylist,Christine Blundell
+2288,Visual Effects,Doug Spilatro
+88794,Director,Clint Eastwood
+88794,Producer,Clint Eastwood
+88794,Costume Design,Deborah Hopper
+88794,Casting,Fiona Weir
+88794,Writer,Dustin Lance Black
+13515,Casting,Jennifer L. Smith
+13515,Writer,Grégory Levasseur
+13515,Director,Alexandre Aja
+13515,Producer,Alexandra Milchan
+13515,Casting,Tricia Wood
+11979,Director of Photography,Ian Baker
+11979,Director,Michael Rymer
+11979,Editor,Dany Cooper
+11979,Executive Producer,Bill Gerber
+11979,Producer,Jorge Saralegui
+11979,Screenplay,Scott Abbott
+169,Director,Stephen Hopkins
+169,Director of Photography,Peter Levy
+169,Editor,Mark Goldblatt
+169,Writer,Jim Thomas
+169,Writer,John Thomas
+169,Casting,Jackie Burch
+169,Editor,Bert Lovitt
+169,First Assistant Director,Josh McLaglen
+169,Steadicam Operator,James Muro
+169,Set Designer,Sally Thornton
+169,Special Effects Supervisor,Ken Pepiot
+169,Visual Effects Supervisor,Joel Hynek
+169,ADR Supervisor,William C. Carruth
+169,ADR Editor,Ronald Sinclair
+169,Sound Effects Editor,John Dunn
+169,Pilot,Alan D. Purwin
+169,Location Manager,Lisa Blok-Linson
+169,Camera Operator,Krishna Rao
+169,Makeup Designer,Scott Eddo
+169,Sound Re-Recording Mixer,Sergio Reyes
+169,Set Designer,Alan Manzer
+169,Location Manager,George McDowell Agnew
+169,Script Supervisor,Sonny P. Filippini
+169,Construction Coordinator,Clarence Lynn Price
+169,Carpenter,Bruce Richter
+169,Key Grip,Stuart Abramson
+169,Propmaker,Neil Garland
+169,Dialogue Editor,Hal Sanders
+169,Propmaker,Clete Cetrone
+169,Gaffer,Foster K. Denker
+169,Sound Mixer,Richard Raguse
+169,Sound Re-Recording Mixer,Alex Algarin
+169,Hairstylist,Don Sheldon
+169,Makeup Artist,Kevin Westmore
+169,Boom Operator,Bill Hargrave
+169,Lighting Technician,Jenna Abrahamson-Minardi
+169,Best Boy Electric,Curtis Foster
+169,First Assistant Editor,Laura Krumholz
+8090,Set Decoration,Cindy Carr
+8090,Director,Gregory Hoblit
+8090,Producer,Andy Cohen
+8090,Screenplay,Mark Brinker
+8090,Makeup Department Head,Christina Smith
+11622,Casting,Denise Chamian
+11622,Director,Hugh Wilson
+3604,Director of Photography,Gilbert Taylor
+3604,Set Designer,Danilo Donati
+3604,Director,Mike Hodges
+3604,Editor,Malcolm Cooke
+3604,Characters,Alex Raymond
+3604,Adaptation,Michael Allin
+3604,Original Music Composer,Howard Blake
+9541,Executive Producer,Harvey Weinstein
+9541,Director of Photography,Vilmos Zsigmond
+9541,Director,Kevin Smith
+9541,Editor,Kevin Smith
+9541,Editor,Scott Mosier
+9541,Production Design,Robert Holtzman
+9541,Editor,Olof Källström
+94348,Original Music Composer,John Debney
+94348,Executive Producer,George Furla
+94348,Director,Rob Cohen
+94348,Novel,James Patterson
+94348,Producer,Bill Block
+94348,Costume Supervisor,Wendy M. Craig
+94348,Art Direction,Charles Varga
+94348,Executive Producer,John Friedberg
+8197,Director,Clint Eastwood
+8197,Director of Photography,Jack Green
+8197,Editor,Joel Cox
+8197,Casting,Phyllis Huffman
+336004,Producer,Randall Emmett
+336004,Producer,Alexander Tabrizi
+336004,Screenplay,Stephen C. Sepher
+336004,Producer,Stephen C. Sepher
+336004,Director,Scott Mann
+336004,Executive Producer,Stan Wertlieb
+336004,Executive Producer,Anthony Jabre
+336004,Original Music Composer,James Edward Barker
+336004,Production Design,Thomas William Hallbauer
+336004,Executive Producer,Adam Goldworm
+336004,Executive Producer,Mark Stewart
+336004,Executive Producer,Patricia Eberle
+336004,Co-Producer,Gus Furla
+336004,Executive Producer,Beth Holden-Garland
+35019,Producer,Tim Bevan
+35019,Executive Producer,Debra Hayward
+35019,Executive Producer,Liza Chasin
+35019,Director of Photography,Mike Eley
+35019,Director,Susanna White
+10410,Casting,Debra Zane
+10410,Director,Danny DeVito
+10410,Screenplay,David Mamet
+10410,Original Music Composer,David Newman
+10410,Editor,Lynzee Klingman
+10410,Production Design,Ida Random
+10410,Costume Design,Deborah Lynn Scott
+10410,Art Direction,Gary Wissner
+10410,Producer,Edward R. Pressman
+10410,Associate Producer,Wm. Barclay Malcolm
+10410,Makeup Department Head,Ve Neill
+10410,Additional Camera,Kristin R. Glover
+10410,Hair Department Head,Yolanda Toussieng
+10410,Rigging Gaffer,James B. Crawford
+8836,Casting,Heike Brandstatter
+8836,Screenplay,Chris Carter
+8836,Director,Chris Carter
+8836,Screenplay,Frank Spotnitz
+8836,Original Music Composer,Mark Snow
+8836,Visual Effects Supervisor,Mat Beck
+8836,Director of Photography,Bill Roe
+8836,Executive Producer,Brent O'Connor
+8836,Set Dressing Artist,Jared Brown
+8836,Set Dressing Artist,Raul Casillas
+8836,Set Designer,David Hadaway
+8836,Property Master,Wayne McLaughlin
+8836,Property Master,Eric Partridge
+8836,Construction Coordinator,Mike Rennison
+8836,Construction Foreman,Paul Rinaldi
+8836,Storyboard,Jenny Seinen
+8836,Foley,Scott Curtis
+8836,Dialogue Editor,Gloria D'Alessandro
+8836,Sound Effects Editor,David Grimaldi
+8836,Sound Effects Editor,Warren Hendriks
+8836,Sound Designer,John Murray
+8836,Sound mixer,Michael T. Williamson
+8836,ADR & Dubbing,Wendy Czajkowsky
+8836,ADR & Dubbing,Bobby Johanson
+8836,Special Effects,Attila Vaski
+8836,Compositors,Johnathan R. Banta
+8836,Visual Effects,Bryce Brecheisen
+8836,Simulation & Effects Production Assistant,Joanie Croteau
+8836,Visual Effects Supervisor,Anouk Deveault-Moreau
+8836,Compositors,Jason Dunn
+8836,CG Supervisor,Lafleche Dumais
+8836,Compositors,Mark Goldberg
+8836,Compositors,Don Greenberg
+8836,CG Painter,Junji Hirano
+8836,Visual Effects Producer,Joni Jacobson
+8836,Visual Effects Producer,Daniel Leduc
+8836,CG Painter,Andrew Lema
+8836,Compositors,Steve J. McLeod
+8836,Compositors,Francois Metivier
+8836,Visual Effects Producer,Tena Montoya
+8836,Executive Visual Effects Producer,Pierre Raymond
+8836,Compositors,Sébastien Rioux
+8836,CG Painter,Andrea Shear
+8836,Visual Effects Producer,Randal Shore
+8836,CG Supervisor,Philippe Theroux
+8836,Compositors,Patrick Thompson
+8836,Administration,Anne Tremblay
+8836,Simulation & Effects Production Assistant,Véronique Tremblay
+8836,Stunts,Charles Andre
+8836,Stunts,Chris Atkinson
+8836,Stunts,James Bamford
+8836,Stunts,Guy Bews
+8836,Stunts,Mike Dobbin
+8836,Stunts,Bill Edwards
+8836,Stunts,Dean Hart
+8836,Stunts,Jeff Sanca
+8836,Stunts,Todd Scott
+8836,Stunts,Melissa R. Stubbs
+8836,Stunts,Natasha Vasiluk
+14442,Casting,Susie Figgis
+14442,Executive Producer,Harvey Weinstein
+14442,Sound Re-Recording Mixer,Tom Johnson
+14442,Supervising Art Director,Lucy Richardson
+14442,Makeup Department Head,Sallie Jaye
+14442,Executive Producer,Su Armstrong
+14442,Script Supervisor,Jean Bourne
+14442,Art Direction,Anna Rackard
+14442,Production Sound Mixer,Kieran Horgan
+14442,Producer,David Parfitt
+14442,Stunt Coordinator,Paul Jennings
+14442,Music,Nick Glennie-Smith
+14442,Director,Tommy O'Haver
+14442,Foley Editor,Anthony Litton
+14442,Sound Effects Editor,Jon Stevenson
+14442,Second Assistant Director,Karen Richards
+14442,Choreographer,Bruno Tonioli
+14442,Visual Effects Editor,Kevin Ahern
+14442,Supervising Music Editor,Michael Connell
+14442,Sound Re-Recording Mixer,John Fitzgerald
+14442,Publicist,Gerry Lundberg
+14442,Hair Department Head,Dee Corcoran
+14442,Transportation Captain,Eamonn Murphy
+14442,Third Assistant Director,Raymond Kirk
+14442,Location Manager,Manus Hingerty
+14442,Boom Operator,Noel Quinn
+14442,First Assistant Director,David Daniels
+14442,Assistant Sound Editor,Brendan Geaney
+321741,Editor,William Goldenberg
+321741,Original Music Composer,James Newton Howard
+321741,Executive Producer,Ben Waisbren
+321741,Executive Producer,David Crockett
+321741,Executive Producer,Michael Schaefer
+321741,Hairstylist,Pierce Austin
+321741,Producer,Elizabeth Cantillon
+321741,Director,Peter Landesman
+321741,Writer,Peter Landesman
+321741,Dialogue Editor,Robert Troy
+321741,Sound Re-Recording Mixer,Christian P. Minkler
+321741,Set Decoration,James V. Kent
+321741,Sound Designer,David Esparza
+321741,Special Effects Coordinator,Ray Bivins
+321741,Sound Effects Editor,Ando Johnson
+321741,First Assistant Camera,Brian Greenway
+321741,Digital Intermediate,David Alonzo
+321741,Property Master,Matthew Cavaliero
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+321741,Set Costumer,Yen Do
+59965,Original Music Composer,Ed Shearmur
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+59965,Casting,Alan Lee
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+59965,Casting,Donna M. Belajac
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+59965,Leadman,Brent Rice
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+59965,Dolby Consultant,James Wright
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+59965,Set Costumer,Crystal Gomes
+59965,Transportation Coordinator,Donald A. Kraus
+14175,Director,Gary Chapman
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+11004,Director,Curtis Hanson
+11004,Producer,Curtis Hanson
+11004,Original Music Composer,Christopher Young
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+11918,Producer,Robert K. Weiss
+11918,Director,Craig Mazin
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+11918,Set Decoration,Jill Sprayregen Henkel
+98357,Casting,Sheila Jaffe
+98357,Costume Design,Betsy Heimann
+98357,Director,Allen Hughes
+98357,Producer,Allen Hughes
+98357,Producer,Randall Emmett
+98357,Executive Producer,William S. Beasley
+98357,Set Decoration,Leonard R. Spears
+98357,Sound Effects Editor,Keith Bilderbeck
+98357,Producer,Teddy Schwarzman
+98357,Executive Producer,Daniel Wagner
+98357,Makeup Department Head,Ann Masterson
+98357,Leadman,Paul Blanchard
+98357,Art Department Coordinator,Carl Counts
+98357,Transportation Coordinator,Doug Dovichi
+98357,Location Manager,David Thornsberry
+98357,Hairstylist,Donna Marie Fischetto
+98357,Property Master,Duke Scoppa
+98357,Foley,Dean Minnerly
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+98357,Visual Effects Editor,Mark Edward Wright
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+98357,Digital Intermediate,Joe Guzman
+98357,Unit Publicist,Diane Slattery
+10012,Casting,Lisa Beach
+10012,Casting,Sarah Katzman
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+10012,Production Design,Bruce Alan Miller
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+10012,Editor,Lisa Romaniw
+10012,Additional Editing,Gregg Featherman
+10012,ADR & Dubbing,G.W. Brown
+10012,Dialogue Editor,John Kwiatkowski
+10012,Production Design,Chris Cornwell
+10012,Sound Re-Recording Mixer,David E. Fluhr
+10012,Steadicam Operator,David Chameides
+10012,Stand In,Annalee Autumn
+10012,Video Assist Operator,Chris Shadley
+10012,Camera Intern,Kartik Vijay
+10012,Editorial Production Assistant,Elliot Greenberg
+10012,Casting Associate,Jason Kennedy
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+10012,Animation,Randy Link
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+10012,Foley,John T. Cucci
+10012,Sound Recordist,Gabriel Guy
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+10012,Transportation Coordinator,Dan Marrow
+10012,Sound Effects Editor,Michael Edward Johnson
+10012,CG Supervisor,Bruce Jurgens
+10012,Visual Effects Supervisor,Bill Kent
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+10012,Gaffer,Jon R. Tower
+10012,Gaffer,Russell Griffith
+10012,Set Costumer,Lisa A. Doyle
+10012,Costume Supervisor,Deborah Hall
+10012,Location Manager,Rob Gibson
+10012,Location Manager,Jeffrey Garrett
+10012,Production Accountant,Scott Cohn
+10012,Co-Producer,Daniel K. Arredondo
+10012,Armorer,Steve Karnes
+10012,3D Supervisor,Domi Piturro
+10012,Digital Compositors,Christian Boudman
+10012,Best Boy Electric,Michael Alexonis
+10012,Key Grip,Michael C. Price
+10012,Sound Mixer,Mary Jo Devenney
+10012,Utility Stunts,Richard Epper
+10012,Loader,Lisa Bonaccorso
+10012,Art Department Assistant,Casandra Wasaff
+10012,Transportation Co-Captain,Jay E. Vigil
+49526,Director,David Koepp
+49526,Animation,Larry White
+268920,Director,Anne Fletcher
+268920,Director of Photography,Oliver Stapleton
+268920,Executive Producer,Jeff G. Waxman
+268920,Executive Producer,Sofía Vergara
+268920,Set Decoration,Carla Curry
+268920,Executive Producer,Luis Balaguer
+268920,Co-Producer,Katie Silberman
+9093,Editor,Steven Rosenblum
+9093,Executive Producer,Paul Feldsher
+9093,Producer,Paul Feldsher
+9093,Executive Producer,Julie Goldstein
+9093,Director,Shekhar Kapur
+119283,Director,Taylor Hackford
+119283,Director of Photography,James Muro
+119283,Executive Producer,Peter Schlessel
+119283,Visual Effects Supervisor,Dottie Starling
+119283,Script Supervisor,Christine Lalande
+119283,Associate Producer,Miles Tanter
+11823,Original Music Composer,Ed Shearmur
+11823,Producer,Eric Fellner
+11823,Director,Richard Loncraine
+11823,Screenplay,Jennifer Flackett
+35169,Director,Roger Kumble
+35169,Producer,Keith Goldberg
+118957,Producer,Gary Hamilton
+118957,Director,Kimble Rendall
+118957,Supervising Producer,Michael Lake
+118957,Producer,Peter Barber
+118957,Stunt Coordinator,John Walton
+118957,Foley,Mario Vaccaro
+118957,Music,Alex Oh
+118957,Set Designer,Kaus Kastberg
+118957,Set Designer,Jim Millett
+118957,Sound Effects Editor,Peter Climpson
+118957,Dialogue Editor,Tony Murtagh
+118957,Foley,Adam Connelly
+118957,Visual Effects Art Director,Timothy Clark
+118957,Gaffer,Paul Johnstone
+118957,Dialect Coach,Paige Walker
+118957,Sound Effects Editor,Steve Burgess
+118957,Production Coordinator,Judy Hallin
+849,Director of Photography,Peter Suschitzky
+849,Casting,Patsy Pollock
+849,Director,Peter Yates
+849,Producer,Geoffrey Helman
+4515,Director,Robert Redford
+4515,Set Decoration,Leslie A. Pope
+4515,Producer,Matthew Michael Carnahan
+4515,Writer,Matthew Michael Carnahan
+4515,Stunts,Brian Avery
+18886,Director,John Milius
+6575,Producer,Clayton Townsend
+6575,Producer,Judd Apatow
+6575,Production Design,Jefferson Sage
+6575,Director,Jake Kasdan
+6575,Screenplay,Jake Kasdan
+6575,Executive Producer,Lewis Morton
+6575,Editor,Steve Welch
+6440,Director,Lasse Hallström
+6440,Casting,Kerry Barden
+6440,Producer,David Gropman
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+13496,Set Decoration,Barbara Haberecht
+13496,Director of Photography,Russell Boyd
+13496,Director,Les Mayfield
+13496,Production Design,John Frick
+18320,Costume Design,Sandy Powell
+18320,Art Direction,Alexandra Walker
+18320,Art Direction,Chris Lowe
+18320,Director,Jean-Marc Vallée
+18320,Editor,Matt Garner
+18320,Costume Supervisor,Yvonne Duckett
+22787,Costume Design,Wendy Partridge
+22787,Executive Producer,Don Carmody
+22787,Casting,Mary Gail Artz
+22787,Screenplay,Carey Hayes
+22787,Screenplay,Chad Hayes
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+22787,Set Decoration,Réjean Labrie
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+8967,Original Music Composer,Alexandre Desplat
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+8967,Set Decoration,Jeanette Scott
+8967,Hair Department Head,Kelly Nelson
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+37498,Writer,Steven E. de Souza
+37498,Cinematography,Arthur Wong
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+37498,Music,Ron Mael
+144336,Director,David Ayer
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+144336,Costume Design,Mary Claire Hannan
+144336,Sound Effects Editor,Albert Gasser
+144336,Stunt Coordinator,Mike Gunther
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+144336,Greensman,Frank McEldowney
+144336,Property Master,Gary Tuers
+144336,Set Costumer,Heather Sease
+144336,Dialect Coach,Elisa Carlson
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+9616,Screenplay,Brian Helgeland
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+9616,Editor,Kevin Stitt
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+9616,ADR Editor,Petra Bach
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+9616,Post Production Assistant,Lonnie A. Mathes
+9616,Special Effects Supervisor,Terry Glass
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+9616,Set Dressing Artist,Simona Batistelli
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+9616,Visual Effects,Jason Snyman
+13056,Producer,Gale Anne Hurd
+13056,Executive Producer,Kevin Feige
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+13056,Executive Producer,Ogden Gavanski
+13056,Executive Producer,Michael Paseornek
+13056,Director,Lexi Alexander
+13056,Executive Producer,Oliver Hengst
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+13056,Set Designer,Frédéric Amblard
+13056,Still Photographer,Takashi Seida
+13056,Still Photographer,Jonathan Wenk
+13056,Unit Publicist,Puelo Deir
+13056,Set Decoration,François Senécal
+13056,Post-Production Manager,Mark W. McCoy
+13056,Post Production Assistant,Matt Russell
+13056,Boom Operator,Catherine Bellazzi
+13056,Boom Operator,Philippé Lavigne
+13056,Best Boy Electric,Patrick Rainville
+13056,Best Boy Electric,Martin Beaudry
+13056,Assistant Art Director,Guy Pigeon
+13056,Set Designer,Céline Lampron
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+14113,Producer,Suzanne Todd
+14113,Costume Design,Ha Nguyen
+14113,Director,Peter Hewitt
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+14113,Executive Producer,Nick Osborne
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+285783,Production Design,Naomi Shohan
+285783,Casting,Victoria Burrows
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+285783,Makeup Artist,Christophe Giraud
+285783,Editor,Jeremiah O'Driscoll
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+285783,Set Decoration,Ann Smart
+285783,Sound Effects Editor,Malcolm Fife
+285783,Sound Effects Editor,Mac Smith
+285783,Unit Publicist,Puelo Deir
+285783,Art Department Assistant,Clayton Shank
+285783,Hair Department Head,Félix Larivière
+285783,Digital Intermediate,Paul Geffre
+49478,Director,Ronny Yu
+9726,Director,Ridley Scott
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+9726,Set Decoration,Bárbara Pérez-Solero
+9726,Author,Marc Klein
+9726,Director of Photography,Philippe Le Sourd
+9726,Art Direction,Frederic Evard
+9726,Unit Publicist,Ernie Malik
+9726,Makeup Artist,Fabrizio Sforza
+20763,Original Music Composer,Hans Zimmer
+20763,Casting,Judy Taylor
+20763,Costume Design,April Ferry
+20763,Director,Richard Donner
+20763,Producer,Lauren Shuler Donner
+20763,Production Design,J. Michael Riva
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+20763,Executive Producer,David M. Evans
+20763,Hairstylist,Catherine Childers
+20763,Executive Producer,Peter McAlevey
+9702,Production Design,Bruno Rubeo
+9702,Director,Taylor Hackford
+9702,Art Direction,Marek Dobrowolski
+9311,Original Music Composer,Harry Gregson-Williams
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+9311,Director,Bille August
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+9280,Set Decoration,Françoise Benoît-Fresco
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+9280,Casting,Billy Hopkins
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+9280,Art Direction,Denis Renault
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+11876,Director of Photography,Thierry Arbogast
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+22267,Production Design,Mark Friedberg
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+45958,Director,Alejandro González Iñárritu
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+198663,Greensman,Russ Doyle
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+198663,Visual Effects Supervisor,Sue Rowe
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+1381,Visual Effects Supervisor,Peter Oberdorfer
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+127493,Director,Simon West
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+127493,Director of Photography,James Whitaker
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+127493,Producer,Matthew Joynes
+12429,Director,Hayao Miyazaki
+12429,Director of Photography,Atsushi Okui
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+228205,Producer,Wyck Godfrey
+228205,Director of Photography,David Tattersall
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+228205,Director,"George Tillman, Jr."
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+21311,Screenplay,Susan Shilliday
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+77875,Director,Gabriele Muccino
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+77875,Producer,Heidi Jo Markel
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+18254,Director of Photography,Vittorio Storaro
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+18254,Original Music Composer,Stephen Sondheim
+18254,Writer,Trevor Griffiths
+881,Director of Photography,Robert Richardson
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+881,Co-Producer,Jeffrey Stott
+881,Theatre Play,Aaron Sorkin
+881,Art Direction,David F. Klassen
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+881,First Assistant Director,Frank Capra III
+881,Assistant Editor,Mary Morrisey
+881,Second Assistant Director,Matthew H. Rowland
+881,Script Supervisor,Kerry Lyn McKissick
+881,Transportation Coordinator,James Brown
+881,Sound Mixer,Robert Eber
+881,Production Coordinator,Elizabeth Ervin
+881,Location Manager,"Richard Davis, Jr."
+881,Special Effects Coordinator,Eugene Crum
+881,Construction Foreman,Doug Rosenberger
+10877,Set Decoration,Jaro Dick
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+10877,Screenplay,Ed Horowitz
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+10877,Steadicam Operator,Gilles Corbeil
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+10877,Assistant Costume Designer,Kevin Brainerd
+10877,Camera Operator,Johnny Askwith
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+10877,Electrician,Marek Krawczyk
+9600,Director,Raja Gosnell
+9600,Editor,Bruce Green
+9600,Editor,Kent Beyda
+9600,Director of Photography,Michael D. O'Shea
+202575,Director,Ben Stassen
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+202575,Art Direction,Jeremy Degruson
+202575,Director,Jeremy Degruson
+202575,Animation Supervisor,Dirk de Loose
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+71469,Music Editor,Darrell Hall
+71469,Director,Chris Gorak
+71469,Director of Photography,Scott Kevan
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+71469,ADR & Dubbing,Michael D. Wilhoit
+71469,Visual Effects Producer,Ivy Agregan
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+71469,VFX Artist,Jorge Razon
+71469,Set Costumer,Maria Hubackova
+85446,Casting,Rich Mento
+85446,Director,Scott Speer
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+326,Director of Photography,Adam Greenberg
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+326,Steadicam Operator,Tommy Lohmann
+326,Story,John Heffernan
+10685,Editor,Richard Nord
+10685,Director,Joe Charbanic
+7220,Producer,Gale Anne Hurd
+7220,Director,Jonathan Hensleigh
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+7220,Executive Producer,Stan Lee
+7220,Producer,Avi Arad
+7220,Executive Producer,Christopher Roberts
+7220,Unit Production Manager,John H. Starke
+7220,Art Direction,John Hansen
+7220,Characters,Gerry Conway
+7220,ADR Voice Casting,Barbara Harris
+7220,Co-Producer,Ari Arad
+7220,Set Decoration Buyer,Rosa Palomo
+7220,Key Makeup Artist,Lee Grimes
+7220,Supervising Sound Editor,Paul Timothy Carden
+7220,Set Designer,Gina B. Cranham
+7220,Assistant Art Director,Jonathan Short
+7220,Music Editor,Dave Tinsley
+7220,Transportation Coordinator,Danny Mortenson
+7220,Gaffer,Russell Engels
+7220,Still Photographer,Gene Page
+7220,Picture Car Coordinator,David Neil Enfinger
+7220,Supervising Sound Editor,Kelly Cabral
+7220,Dialogue Editor,Sarah Payan
+7220,Visual Effects Supervisor,Gene Warren Jr.
+7220,Rigging Gaffer,Marc Wostak
+7220,Sound Effects Editor,Jason King
+7220,Property Master,Charles Guanci Jr.
+7220,Makeup Artist,Michele Baylis
+7220,Hairstylist,Michele Baylis
+7220,Sound Mixer,Tim Cooney
+7220,Driver,Miguel Sánchez
+7220,Assistant Editor,Clark Campbell
+7220,Rigging Grip,Casey Osborne
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+7220,Set Decoration Buyer,Jane Johnson
+7220,Production Accountant,Sharon L. Vise
+7220,Key Grip,George Patsos
+7220,Assistant Production Coordinator,Pamela Alessandrelli
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+7220,Musician,Bobby Tamkin
+9763,Casting,Lucinda Syson
+9763,Original Music Composer,Graeme Revell
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+72387,Producer,Lawrence Bender
+72387,Executive Producer,Kevin Spacey
+72387,Executive Producer,Deepak Nayar
+72387,Costume Design,Ann Roth
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+72387,Sound Effects Editor,William R. Dean
+72387,Sound Effects Editor,Masanobu 'Tomi' Tomita
+12596,Original Music Composer,Anne Dudley
+12596,Director,Mike Newell
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+12596,Original Music Composer,Chris Seefried
+1892,Producer,Howard G. Kazanjian
+1892,Director,Richard Marquand
+1892,Visual Effects,Paul Huston
+13460,Stunt Coordinator,Rob Inch
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+13460,Assistant Art Director,Julia Dehoff
+13460,Hairstylist,Juanette Van Der Merwe
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+13460,Editor,Andrew MacRitchie
+13460,Director,Neil Marshall
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+13460,Visual Effects Editor,Andy Hague
+13460,Art Direction,Andy Thomson
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+13460,Art Direction,Emer O'Sullivan
+13460,Visual Effects Producer,Sarah Hemsley
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+13460,Hairstylist,Raine Edwards
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+13460,Greensman,Jamal Cader
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+8055,Director,Stephen Daldry
+8055,Casting,Simone Bär
+8055,Screenplay,David Hare
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+8055,Producer,Donna Gigliotti
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+50647,Original Music Composer,Craig Wedren
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+50647,Producer,Judd Apatow
+50647,Production Design,Aaron Osborne
+10719,Director,Jon Favreau
+10719,Producer,Jon Berg
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+10719,Animation,Teresa Drilling
+10719,Modeling,Giovanni Dulay
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+9294,Director,Jon Turteltaub
+9294,Editor,Bruce Green
+9294,Executive Producer,Charles Newirth
+9294,Producer,Barbara Boyle
+11888,Original Music Composer,John Debney
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+11888,Producer,Casey Grant
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+9647,Director,Richard Donner
+9647,Producer,Richard Donner
+9647,Screenplay,Michael O'Donoghue
+9353,Executive Producer,Steve Nicolaides
+9353,Costume Design,Graciela Mazón
+9353,Production Design,Gideon Ponte
+9353,Director of Photography,Xavier Grobet
+9353,Director,Jared Hess
+9353,Author,Jerusha Hess
+55721,Original Music Composer,Michael Andrews
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+55721,Sound Re-Recording Mixer,Marc Fishman
+55721,Costume Design,Leesa Evans
+55721,Editor,William Kerr
+55721,Director,Paul Feig
+55721,Executive Producer,Paul Feig
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+55721,Camera Operator,Chris Haarhoff
+55721,Hairstylist,Jose Zamora
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+109414,Screenplay,Seth Rogen
+109414,Director,Seth Rogen
+109414,Director,Evan Goldberg
+109414,Director of Photography,Brandon Trost
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+109414,Executive Producer,Kyle Hunter
+109414,Art Department Coordinator,Jarrette Moats
+109414,Sound Designer,Michael Babcock
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+10307,Costume Design,Louise Frogley
+10307,Editor,Michael R. Miller
+10307,Set Decoration,Marco Niro
+10307,Director,Rupert Wainwright
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+10307,Production Design,Waldemar Kalinowski
+10307,Art Direction,Anthony R. Stabley
+10307,Set Decoration,Florence Fellman
+11978,Music,Mark Isham
+11978,Director,"George Tillman, Jr."
+11978,Executive Producer,Stan Robertson
+11978,Editor,John Carter
+22907,Executive Producer,Morris Chestnut
+22907,Writer,Gabriel Casseus
+22907,Director,John Luessenhop
+22907,Writer,Peter Allen
+87567,Original Music Composer,Nathan Barr
+87567,Director,Justin Zackham
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+87567,Screenstory,Karine Sudan
+38322,Editor,Priscilla Nedd-Friendly
+38322,Original Music Composer,David Newman
+38322,Music Supervisor,Dave Jordan
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+38322,Executive Producer,Jeremiah Samuels
+38322,Casting,Mark Fincannon
+38322,Director,John Whitesell
+38322,Production Design,Meghan C. Rogers
+38322,Stand In,Michael L. Covington
+38322,Sound Effects Editor,Karen Vassar Triest
+38322,Sound Re-Recording Mixer,Kevin O'Connell
+38322,Still Photographer,John Johnson
+38322,Supervising Sound Editor,Kelly Oxford
+38322,Set Decoration,Frank Galline
+38322,Stunts,David Fletcher
+45612,Costume Design,Renée April
+45612,Production Design,Barry Chusid
+45612,Art Direction,Pierre Perrault
+45612,Director,Duncan Jones
+45612,Executive Producer,Fabrice Gianfermi
+45612,Producer,Jordan Wynn
+45612,Makeup Department Head,Diane Simard
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+45612,Animation,Anthony Di Ninno
+7305,Editor,Michael Kahn
+7305,Editor,William Goldenberg
+7305,Director,Frank Marshall
+7305,Stunt Coordinator,J.J. Makaro
+3594,Original Music Composer,Harry Gregson-Williams
+3594,Director,Joel Schumacher
+3594,Editor,Mark Stevens
+3594,Screenplay,Fernley Phillips
+157841,Director,Jean-Pierre Jeunet
+157841,Casting,Lucie Robitaille
+157841,Director of Photography,Thomas Hardmeier
+157841,Producer,Gilles Legrand
+157841,Executive Producer,Tyler Thompson
+157841,Author,Reif Larsen
+11519,Director,Steven Spielberg
+11519,Producer,Buzz Feitshans
+11519,Art Direction,William F. O'Brien
+12920,Director,John Gatins
+59,Director,David Cronenberg
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+59,Art Direction,James McAteer
+59,Stunt Coordinator,John Stoneham Jr.
+59,Executive Producer,Cale Boyter
+59,Executive Producer,Toby Emmerich
+59,Executive Producer,Josh Braun
+59,Supervising Sound Editor,Michael O'Farrell
+59,Executive Producer,Roger Kass
+59,Sound Effects Editor,Clive Turner
+59,Sound Re-Recording Mixer,Orest Sushko
+59,Unit Production Manager,Heather Meehan
+9335,Director,Louis Leterrier
+9335,Assistant Director,Mehdi Sayah
+9335,Director of Photography,Fabrice Bismuth
+9335,Associate Producer,Michael Waxman
+12106,Producer,Patrick Markey
+12106,Director,Sam Raimi
+12106,Producer,Allen Shapiro
+11141,Director,Peter Howitt
+11141,Editor,Tony Lawson
+11141,Executive Producer,Elie Samaha
+11141,Executive Producer,Guy Stodel
+11141,Executive Producer,Arthur Lappin
+11141,Leadman,Ray Fisher
+11141,Still Photographer,Barry Wetcher
+8649,Director of Photography,Robert Richardson
+8649,Director,Martin Scorsese
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+8649,Casting,Ellen Lewis
+8649,Conductor,Elmer Bernstein
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+8649,Executive Producer,Bruce S. Pustin
+8649,Hairstylist,Scott W. Farley
+8649,ADR Voice Casting,Bruce Winant
+8649,Executive Producer,Adam Schroeder
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+8649,ADR Editor,Marissa Littlefield
+8649,Supervising Sound Editor,Philip Stockton
+8649,Visual Effects Supervisor,Michael Owens
+8649,Supervising ADR Editor,Becky Sullivan
+8649,Wigmaker,Carol F. Doran
+8649,Music Editor,Bobby Mackston
+8649,Hairstylist,Joseph Coscia
+8649,Makeup Artist,Leon Weisinger
+8649,Production Supervisor,Shell Hecht
+8649,Foley,Jen Ralston
+8649,Camera Operator,Vincent Galindez
+8649,Special Effects Coordinator,John Ottesen
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+8649,Transportation Captain,Timothy Shannon
+8649,Visual Effects Editor,John Bartle
+8649,Best Boy Electric,Doug Dalisera
+8649,Stand In,Marco Kyris
+8649,Production Intern,Will Sweeney
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+31867,Editor,Richard Francis-Bruce
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+31867,Director,Miguel Sapochnik
+31867,Producer,Mary Parent
+31867,Executive Producer,Jon Mone
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+10253,Author,Shim Hyung-Rae
+10253,Director,Shim Hyung-Rae
+10253,Costume Design,Niklas J. Palm
+3587,Casting,Howard Feuer
+3587,Set Decoration,Hilton Rosemarin
+3587,Director,Norman Jewison
+124459,Editor,Lee Haxall
+124459,Makeup Artist,Bill Corso
+124459,Director,Don Scardino
+124459,Director of Photography,Matthew Clark
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+124459,Script Supervisor,Lyn Matsuda Norton
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+124459,Hair Department Head,Peter Tothpal
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+24662,Director,Mark Dindal
+24662,Screenplay,Elana Lesser
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+24662,Visual Effects,Al Holter
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+24662,Storyboard,Frans Vischer
+24662,Writer,Kelvin Yasuda
+32274,Director,Tim Robbins
+32274,Producer,Tim Robbins
+32274,Writer,Tim Robbins
+32274,Casting,Douglas Aibel
+32274,Director of Photography,Jean-Yves Escoffier
+32274,Set Decoration,Debra Schutt
+32274,Associate Producer,Allison R. Hebble
+32274,Executive Producer,Frank Beacham
+182,Director,Steven Soderbergh
+182,Production Design,Philip Messina
+182,Costume Design,Louise Frogley
+182,Hair Department Head,Waldo Sanchez
+182,Casting Associate,Tannis Vallely
+182,Costume Supervisor,Lynda Foote
+182,Leadman,Scott Bobbitt
+182,First Assistant Camera,Steven Meizler
+182,Set Costumer,Jason M. Moore
+182,Rigging Grip,Joe Hill
+5494,Director,Tom Reeve
+28,Sound Designer,Walter Murch
+28,Director,Francis Ford Coppola
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+28,Producer,Gray Frederickson
+28,Producer,Eddie Romero
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+28,Casting,Vic Ramos
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+28,Sound Re-Recording Mixer,Richard Beggs
+28,Sound Re-Recording Mixer,Mark Berger
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+28,Musician,Zakir Hussain
+28,Sound Editor,Leslie Hodgson
+38073,Original Music Composer,Mychael Danna
+38073,Production Design,Kevin Kavanaugh
+38073,Editor,Peter Teschner
+38073,Producer,Garrett Grant
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+38073,Executive Producer,Richard Brener
+38073,Director,Nanette Burstein
+38073,Executive Producer,Dave Neustadter
+38073,Leadman,Ray Fisher
+2054,Costume Design,Aggie Guerard Rodgers
+2054,Supervising Sound Editor,Richard C. Franklin
+2054,Makeup Artist,Ken Chase
+2054,Director,Stephen Herek
+2054,Production Supervisor,Jeffrey Downer
+2054,Stunt Coordinator,Steve Boyum
+2054,Sound Editor,Albert Gasser
+2054,Sound Editor,David Kern
+2054,First Assistant Director,Jeffrey Wetzel
+2054,Steadicam Operator,David Luckenbach
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+2054,Key Hair Stylist,Werner Sherer
+2054,Production Design,David Nichols
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+302156,Producer,John Thompson
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+302156,Producer,Mark Gill
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+302156,Production Design,Jon Henson
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+606,Director,Sydney Pollack
+606,Editor,Sheldon Kahn
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+87502,Original Music Composer,Alan Silvestri
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+87502,Producer,Laurie MacDonald
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+87502,Digital Intermediate,Katie Fellion
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+87502,Hairstylist,Tracey Moss
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+87502,Set Costumer,Sally Wilkerson
+87502,Digital Intermediate,Peter Cioni
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+11313,Director,Scott Hicks
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+6488,Executive Producer,Steven Spielberg
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+6488,Director,Frank Marshall
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+10559,Casting,Amanda Mackey
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+10559,Art Direction,Mindy Roffman
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+10559,ADR & Dubbing,Gwendolyn Yates Whittle
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+10559,Makeup Effects,Bill Myer
+10559,Sound Recordist,James J. Sabat Jr.
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+296099,Producer,Chris Bender
+296099,Music Supervisor,Dave Jordan
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+296099,Director,John Francis Daley
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+8012,Producer,Danny DeVito
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+8012,Art Department Coordinator,Robby Green
+8012,Key Hair Stylist,Ron Scott
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+1574,Director of Photography,Dion Beebe
+1574,Director,Rob Marshall
+9032,Executive Producer,Joseph M. Caracciolo Jr.
+9032,Director of Photography,Theo van de Sande
+9032,Sound Effects Editor,Dino Dimuro
+9032,Director,Dennis Dugan
+9032,Original Music Composer,Teddy Castellucci
+9032,Producer,Jack Giarraputo
+9032,Costume Design,Ellen Lutter
+9032,Screenplay,Steve Franks
+9032,Story,Steve Franks
+9032,Dialogue Editor,Kimaree Long
+9032,Stunt Coordinator,Roy Farfel
+9032,Still Photographer,Myles Aronowitz
+9032,Unit Production Manager,Cheryl Quarantiello
+2770,Sound Editor,Richard LeGrand Jr.
+2770,Executive Producer,Chris Weitz
+2770,Executive Producer,Paul Weitz
+2770,Director,J.B. Rogers
+2770,Key Grip,Kevin Kennedy
+2770,Producer,Warren Zide
+2770,Original Music Composer,David Lawrence
+2770,Associate Producer,Stefanie Franke
+2770,Property Master,Scott Buckwald
+2770,Stunt Coordinator,Brad Martin
+2770,Editor,Larry Madaras
+2770,Boom Operator,Brent Brewington
+2770,Location Scout,France Myung Fagin
+2770,Music Editor,Charles Martin Inouye
+2770,Special Effects Coordinator,Alan E. Lorimer
+2770,Art Department Coordinator,Amanda Evans
+2770,Set Production Assistant,Jeremiah Kent
+2770,Still Photographer,Vivian Zink
+2770,Production Illustrator,Andy Friend
+2770,Set Designer,Drew Kinney
+2770,First Assistant Camera,Gary Katsuya Ushino
+2770,Grip,Tom Connell
+2770,Camera Loader,Douglas S. Johnson
+2770,Post Production Assistant,Sarah de Sa Rego
+2770,Post Production Supervisor,Frank Cuomo
+2770,Color Timer,Matvey Shatz
+2770,Electrician,Ed Bernstein
+2770,Music Supervisor,Gary Jones
+2770,Title Designer,Jay Johnson
+2770,Marine Coordinator,Matthew H. O'Connor
+862,Director,John Lasseter
+862,Sound Re-Recording Mixer,Gary Rydstrom
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+862,Art Direction,Ralph Eggleston
+862,Orchestrator,Randy Newman
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+862,Songs,Randy Newman
+862,Visual Effects Supervisor,Thomas Porter
+862,Animation,Glenn McQueen
+862,Character Designer,Bud Luckey
+862,Animation,Michael Berenstein
+862,Animation,Karen Kiser
+862,Animation,David Tart
+862,Producer,Bonnie Arnold
+862,Executive Producer,Ed Catmull
+862,Animation Director,Ash Brannon
+862,Production Supervisor,Karen Robert Jackson
+862,Lighting Supervisor,Sharon Calahan
+862,Character Designer,William Cone
+862,Editor,Robert Gordon
+862,Animation,Steve Rabatich
+862,Music Editor,James Flamberg
+862,Assistant Sound Editor,J.R. Grubbs
+862,ADR Editor,Marilyn McCoppen
+862,Character Designer,Jean Gillmore
+862,Animation,Steve Segal
+862,Assistant Editor,Robin Lee
+862,Post Production Supervisor,Patsy Bouge
+862,Supervising Technical Director,William Reeves
+862,Animation,Doug Sheppeck
+862,Visual Effects,Oren Jacob
+862,Visual Effects,Darwyn Peachey
+862,Character Designer,Steve Johnson
+862,Set Dresser,Kelly O'Connell
+862,Editorial Manager,Julie M. McDonald
+862,Assistant Editor,Tom Freeman
+862,Production Coordinator,Lori Lombardo
+862,Production Coordinator,Ellen Devine
+1637,Director,Jan de Bont
+1637,Producer,Mark Gordon
+1637,Original Music Composer,Mark Mancina
+1637,Director of Photography,Andrzej Bartkowiak
+1637,Set Decoration,K.C. Fox
+72570,Producer,Jonathan Glickman
+72570,Director,Michael Sucsy
+27569,Producer,Michael Shamberg
+27569,Producer,Carla Santos Shamberg
+27569,Editor,Anne V. Coates
+27569,Casting,Margery Simkin
+27569,Director of Photography,Andrew Dunn
+27569,Costume Design,Deena Appel
+27569,Production Design,Derek R. Hill
+27569,Makeup Artist,Bill Corso
+27569,Set Decoration,Denise Pizzini
+27569,Director,Tom Vaughan
+27569,Script Supervisor,Cate Hardman
+10637,Producer,Jerry Bruckheimer
+10637,Associate Producer,Pat Sandston
+10637,Set Decoration,Anne Kuljian
+10637,Director,Boaz Yakin
+10637,Costume Design,Doug Hall
+10637,Production Sound Mixer,Mary H. Ellis
+10637,Production Design,Deborah Evans
+1669,Director,John McTiernan
+1669,Editor,Dennis Virkler
+1669,Novel,Tom Clancy
+132363,Director,Lee Daniels
+132363,Producer,Lee Daniels
+132363,Writer,Danny Strong
+132363,ADR & Dubbing,Ruth Hernandez
+132363,Producer,Buddy Patrick
+132363,Original Music Composer,Rodrigo Leão
+132363,Property Master,Kevin Ladson
+132363,Set Decoration Buyer,Kimberly Murphy
+132363,Costume Supervisor,Dana Kay Hart
+132363,Dialect Coach,Elizabeth Himelstein
+132363,Greensman,Michael Arena
+132363,Leadman,Gus Coto
+132363,Additional Camera,Michael Stumpf
+132363,Lighting Technician,Len Levine
+132363,Set Costumer,Annette Farnsworth
+132363,Digital Intermediate,Kevin Vale
+132363,First Assistant Editor,Kat Spiess
+132363,Location Manager,Mickey Lambert
+9472,Casting,Jeanne McCarthy
+9472,Production Supervisor,Monica Levinson
+9472,Director of Photography,Jerzy Zielinski
+9472,Visual Effects,Sean Kennedy
+9472,Director,Rawson Marshall Thurber
+9472,Executive Producer,Mary McLaglen
+9472,Unit Publicist,Mary McLaglen
+9472,Executive Producer,Rhoades Rader
+9472,Construction Coordinator,Bryan Belair
+9472,First Assistant Director,George Bamber
+9472,Casting Assistant,Nicole Abellera
+9472,Set Production Assistant,Dusty Dukatz
+9472,Costume Supervisor,Marisa Aboitiz
+9472,Property Master,Sean Mannion
+9472,Lighting Technician,Scott Sprague
+9472,Rigging Gaffer,Glenn E. Moran
+9472,Supervising Music Editor,Andrew Silver
+9472,Sound Mixer,Steve Cantamessa
+9472,Hair Department Head,Deborah Ann Piper
+9472,Rigging Grip,John S. Campbell
+9472,First Assistant Camera,Art Martin
+9472,Camera Operator,David L. Parrish
+9472,Production Accountant,Michael DeSantis
+9472,Background Designer,Adam Jordan
+9472,Production Coordinator,Thomas Longo
+9472,Associate Producer,Todd C. Guzze
+9472,Set Designer,Sharon E. Alshams
+9472,First Assistant Editor,Kristine McPherson
+9472,Title Designer,Mary C. Snyder
+2907,Producer,Scott Rudin
+2907,Director,Barry Sonnenfeld
+2907,Director of Photography,Owen Roizman
+2907,Editor,Dede Allen
+2907,Editor,Jim Miller
+2907,Original Music Composer,Marc Shaiman
+2907,Screenplay,Larry Wilson
+2907,Production Design,Richard Macdonald
+9273,Director,Steve Oedekerk
+9273,Executive Producer,Gary Barber
+9273,Director of Photography,Donald E. Thorin
+9273,Editor,Malcolm Campbell
+9880,Director,Garry Marshall
+9880,Original Music Composer,John Debney
+2925,Set Decoration,Leslie E. Rollins
+2925,Stunt Coordinator,Jack Gill
+2925,Associate Editor,Antonia Van Drimmelen
+2925,Director,Hugh Wilson
+2925,Production Coordinator,Ray Angelic
+2925,Hairstylist,Frances Mathias
+2925,Storyboard,Brick Mason
+2925,Sound Editor,Laura Civiello
+2925,Boom Operator,John Fundus
+2925,Location Manager,Joseph E. Iberti
+2925,Costume Supervisor,Michael Adkins
+2925,Foley Editor,Bruce Kitzmeyer
+2925,First Assistant Director,Michael E. Steele
+2925,Script Supervisor,Shari L. Carpenter
+2925,Unit Publicist,Eric Myers
+2925,Music Programmer,Nick Vidar
+2925,Second Assistant Director,Julie A. Bloom
+2925,Transportation Captain,Steven R. Hammond
+2925,Novel,Olivia Goldsmith
+2925,Associate Producer,Noah Ackerman
+2925,Storyboard,Lorenzo Contessa
+2925,Makeup Artist,Angela Levine
+2925,Assistant Sound Editor,Jay Kessel
+807,Casting,Suzanne Smith
+807,Original Music Composer,Howard Shore
+807,Costume Design,Michael Kaplan
+807,Editor,Richard Francis-Bruce
+807,Casting Assistant,Kim Coleman
+807,Director,David Fincher
+807,Sound Design Assistant,Steve Boeddeker
+807,Thanks,Ceán Chaffin
+807,Sound Designer,Ren Klyce
+807,Executive Producer,Anne Kopelson
+807,Special Effects Coordinator,Peter Albiez
+807,Additional Photography,Charles A. Tamburro
+807,Co-Producer,Stephen Joel Brown
+807,Co-Producer,Nana Greenwald
+807,Post Production Supervisor,Ric Keeley
+807,Executive In Charge Of Production,Ted Zachary
+807,Unit Production Manager,Allan Wertheim
+807,Costume Supervisor,Elinor Bardach
+807,Boom Operator,Marvin E. Lewis
+807,Steadicam Operator,David Emmerichs
+807,Set Designer,Lori Rowbotham
+807,Hair Designer,Becky Ochoa
+807,Stunt Coordinator,Chuck Picerni Jr.
+807,Art Department Coordinator,Jan O'Connell
+807,Color Timer,Yvan Lucas
+807,Sound Recordist,Jack Keller
+807,Location Manager,Paul Hargrave
+807,Visual Effects Supervisor,Greg Kimble
+807,Sound Effects Editor,Kim B. Christensen
+807,Color Timer,Andrea Gargano
+807,Sound Recordist,Philip Rogers
+17654,Supervising Sound Editor,Brent Burge
+17654,Director,Neill Blomkamp
+17654,Screenplay,Neill Blomkamp
+17654,Screenplay,Terri Tatchell
+17654,Set Decoration,Guy Potgieter
+17654,Casting,Miranda Rivers
+17654,Line Producer,Trishia Downie
+17654,Animatronic and Prosthetic Effects,Joe Dunckley
+17654,Dialogue Editor,Polly McKinnon
+17654,Creature Design,David Meng
+17654,Costume Supervisor,Matt Appleton
+17654,Construction Coordinator,Nick Vos
+17654,Property Master,Gavin Perrow
+17654,Animation Supervisor,Eric Reynolds
+17654,Additional Camera,Mannie Ferreira
+17654,Helicopter Camera,Skip Margetts
+17654,Digital Intermediate,Adam Scott
+17654,First Assistant Editor,Dan Best
+17654,Unit Publicist,David Alex Wilson
+17654,Prosthetic Supervisor,Sarah Rubano
+17654,Executive Producer,Mark Brooke
+17654,Sound Recordist,Ken Saville
+11836,Producer,Albie Hecht
+11836,Director,Stephen Hillenburg
+11836,Producer,Derek Drymon
+11836,Producer,Gina Shay
+11836,Art Direction,Tristan Paris Bourne
+11836,Production Design,Nick Jennings
+11836,Storyboard,Tuck Tucker
+11836,Layout,Marco Cinello
+11836,Painter,Lisa Leonardi-Knight
+11836,Animation,Matt Williames
+11836,Costume Design,Terri Valazza
+322,Director,Clint Eastwood
+322,Executive Producer,Bruce Berman
+322,Producer,Judie Hoyt
+322,Producer,Robert Lorenz
+70,Director,Clint Eastwood
+70,Music Editor,Donald Harris
+70,Screenplay,Paul Haggis
+70,Producer,Paul Haggis
+70,Producer,Tom Rosenberg
+70,Additional Soundtrack,David Potaux-Razel
+70,Costume Design,Deborah Hopper
+70,Executive Producer,Gary Lucchesi
+70,Set Decoration,Richard C. Goddard
+70,Dialogue Editor,Gloria D'Alessandro
+70,First Assistant Editor,Gary D. Roach
+70,Grip,Charles Saldana
+70,Key Hair Stylist,Carol A. O'Connell
+70,Art Department Coordinator,Pam Cartmel
+70,Supervising Sound Editor,Lucy Coldsnow-Smith
+70,Color Timer,Kurt Smith
+70,Digital Producer,Darin McCormick-Millett
+70,Driver,Robert aaron Brown
+70,Set Production Assistant,Scooter Perrotta
+9535,Director,Harold Ramis
+9535,Screenplay,Harold Ramis
+9535,Producer,Jane Rosenthal
+9535,Director of Photography,Stuart Dryburgh
+9535,Executive Producer,Billy Crystal
+11036,Editor,Alan Heim
+11036,Director of Photography,Robert Fraisse
+11036,Producer,Mark Johnson
+11036,Director,Nick Cassavetes
+11036,Original Music Composer,Aaron Zigman
+11036,Casting,Nancy Green-Keyes
+11036,Executive Producer,Toby Emmerich
+11036,Screenplay,Jan Sardi
+11036,Special Effects Coordinator,Bob Shelley
+11036,Makeup Department Head,Linda Grimes
+11036,Supervising Sound Editor,Paul Timothy Carden
+11036,Sound Effects Editor,Rickley W. Dumm
+11036,Unit Publicist,Peter J. Silbermann
+11036,Music Editor,Philip Tallman
+11036,Art Department Coordinator,Kristen Donaldson
+11036,Hair Department Head,Milton Buras
+11036,Costume Supervisor,Lori Ayala-Read
+11036,Boom Operator,Anthony Cargioli
+11036,Thanks,Bob Forrest
+6557,Editor,Priscilla Nedd-Friendly
+6557,Producer,Roger Birnbaum
+6557,Writer,Aline Brosh McKenna
+6557,Director,Anne Fletcher
+6557,Choreographer,Zachary Woodlee
+6557,Executive Producer,Michael Mayer
+6557,Costume Design,Catherine Marie Thomas
+6557,Assistant Costume Designer,Caroline Duncan
+6557,Construction Coordinator,Joseph Kearney
+6557,Costume Supervisor,Deborah Newhall
+6557,Art Department Coordinator,Jason Mayoh
+6557,Production Supervisor,Adam McCarthy
+6557,Casting Associate,Kate Bulpitt
+18126,Casting,Lisa Beach
+18126,Director,Peter Chelsom
+18126,Set Decoration,Fontaine Beauchamp Hebb
+18126,Writer,Dan Berendsen
+18126,Costume Supervisor,Stephen K. Randolph
+18126,Art Direction,Elliott Glick
+18126,Characters,Barry O'Brien
+18126,Characters,Michael Poryes
+18126,Visual Effects Producer,Julie Orosz
+18126,Costume Supervisor,Janet Ingram
+18126,Visual Effects Editor,Kosta Saric
+18126,Casting Associate,Beth Lipari
+18126,Art Department Coordinator,Rachel Boulden
+18126,Art Department Coordinator,Regina Hermosillo
+18126,Visual Effects Producer,Frank Spiziri
+18126,Makeup Artist,Kate Best
+16340,Music,Mark Mothersbaugh
+16340,Director,Stig Bergqvist
+16340,Idea,Arlene Klasky
+16340,Art Department Manager,Sharon Ross
+16340,Technical Supervisor,Rick Moser
+16340,Technical Supervisor,Beth S. Morris
+16340,Animation,Jim Ovelmen
+16340,Layout,Adam Henry
+16340,Art Direction,Gena Kornyshev
+10333,Original Music Composer,James Newton Howard
+10333,Director,Barbra Streisand
+10333,Executive Producer,James T. Roe III
+4476,Original Music Composer,James Horner
+4476,Director of Photography,John Toll
+4476,Costume Design,Deborah Lynn Scott
+4476,Director,Edward Zwick
+4476,Producer,Marshall Herskovitz
+4476,Casting,Mary Colquhoun
+4476,Producer,William D. Wittliff
+4476,Screenplay,Susan Shilliday
+4476,Art Direction,Rick Roberts
+22947,Casting,Mindy Marin
+22947,Costume Design,Danny Glicker
+22947,Director,Jason Reitman
+22947,Screenplay,Jason Reitman
+22947,Director of Photography,Eric Steelberg
+22947,Editor,Dana E. Glauberman
+22947,Executive Producer,Joe Medjuck
+22947,Set Decoration,Linda Lee Sutton
+22947,Sound Re-Recording Mixer,Gregory H. Watkins
+22947,Associate Producer,Jason Blumenfeld
+22947,Supervising Sound Editor,Perry Robertson
+22947,Script Supervisor,Tracy Scott
+2755,Director,Alexander Payne
+2755,Art Direction,T.K. Kirkpatrick
+2755,Original Music Composer,Rolfe Kent
+2755,Producer,Michael Besman
+2755,Executive Producer,Bill Badalato
+2755,Director of Photography,James Glennon
+2755,Editor,Kevin Tent
+2755,Visual Effects Supervisor,Erik Henry
+2755,Hairstylist,Joy Zapata
+2755,Set Costumer,Christel Highland
+82654,Music,Marco Beltrami
+82654,Director,Jonathan Levine
+82654,Producer,Todd Lieberman
+82654,Producer,Laurie Webb
+82654,Casting,Rich Mento
+82654,Producer,Bruna Papanadrea
+59967,Editor,Bob Ducsay
+59967,Costume Design,Sharen Davis
+59967,Director,Rian Johnson
+59967,Executive Producer,Peter Schlessel
+59967,Executive Producer,Douglas Hansen
+59967,Second Unit Cinematographer,Jaron Presant
+59967,Art Department Coordinator,Kristin Lekki
+59967,Art Direction,Scott Plauche
+59967,Casting,Lindsay Graham
+59967,Art Direction,James A. Gelarden
+59967,Co-Producer,Lucas Smith
+59967,Stunt Coordinator,Steven Ritzi
+59967,Set Costumer,Yvonne Bastidos
+59967,First Assistant Editor,Joseph Kirkland
+59967,Set Decoration,Katherine Verreaux
+59967,Music Editor,Drew DeAscentis
+59967,Co-Producer,Eleanor Nett
+16300,Director,Chris Weitz
+16300,Director,Paul Weitz
+16300,Screenplay,Ali LeRoi
+16300,Screenplay,Lance Crouther
+9598,Producer,Doug Mitchell
+9598,Editor,Marcus D'Arcy
+9598,Director,Chris Noonan
+82696,Director,David Frankel
+82696,Director of Photography,Florian Ballhaus
+82696,Producer,Kelli Konop
+82696,Producer,Chris Coggins
+9870,Producer,Shauna Robertson
+9870,Screenplay,Jason Segel
+9870,Director,Nicholas Stoller
+8292,Director,John Singleton
+8292,Editor,Bruce Cannon
+8292,Costume Design,Ruth E. Carter
+8292,Executive Producer,Ric Kidney
+8292,Editor,Billy Fox
+8292,Writer,Paul Lovett
+8292,Location Manager,Fred Kamping
+8292,Music Editor,Dan DiPrima
+8292,Sound Re-Recording Mixer,Gregg Rudloff
+8292,Dialogue Editor,Mike Szakmeister
+8292,Supervising Sound Editor,Greg Hedgepath
+8292,Camera Operator,Angelo Colavecchia
+8292,Dialogue Editor,Vic Radulich
+8292,Special Effects Supervisor,David Neil Trifunovich
+8292,Production Coordinator,Sabine Graham
+8292,Casting Associate,Michelle Adams
+8292,Music Supervisor,Paul Stewart
+8780,Screenplay,Michael McCullers
+8780,Director,Michael McCullers
+8780,Editor,Bruce Green
+8780,Director of Photography,Daryn Okada
+8780,Executive Producer,Louise Rosner-Meyer
+9715,Executive Producer,Lynda Obst
+9715,Director,Forest Whitaker
+9715,Executive Producer,Sandra Bullock
+10521,Director,Gary Winick
+10762,Second Unit Cinematographer,Jack Gill
+10762,Supervising Sound Editor,Elmo Weber
+10762,Director,Steven Brill
+10762,Original Music Composer,Christophe Beck
+10762,Editor,Peck Prior
+10762,Music Supervisor,Julianne Jordan
+10762,Dialogue Editor,Chuck Michael
+10762,Story,Harris Goldberg
+10762,Story,Fred Wolf
+10762,Additional Editing,Patrick J. Don Vito
+10762,Costume Supervisor,Liz McGregor
+10762,Visual Effects Supervisor,Dean Lyon
+10762,Dialogue Editor,Mike Szakmeister
+10762,Camera Operator,Cameron McLean
+10762,Music Editor,Fernand Bos
+10762,Unit Publicist,Sue May
+10762,Sound Recordist,Dennis Johnson
+10762,Dialogue Editor,Vic Radulich
+10762,Sound Effects Editor,Russell Farmarco
+10762,Art Department Coordinator,Rachael Cooper-White
+10762,Production Coordinator,Karla Rodgers
+10762,Location Scout,Brett Higginson
+10762,Picture Car Coordinator,Robin Allen
+10762,Transportation Captain,Jessica Hogan
+10762,Transportation Coordinator,Annie Frear
+10762,Production Coordinator,Bronwyn Eichbaum
+10762,Storyboard,Andrew Burbon
+10096,Casting,Terri Taylor
+10096,Casting,Ellen Lewis
+10096,Original Music Composer,Theodore Shapiro
+10096,Producer,Susan Arnold
+10096,Director,Gary Winick
+10096,Makeup Artist,Deborah La Mia Denaver
+10096,Editor,Susan Littenberg
+10096,Production Design,Garreth Stover
+10096,Visual Effects Producer,Jeff Werner
+10096,Costume Design,Susie DeSanto
+10096,Costume Supervisor,Marisa Aboitiz
+10096,Hairstylist,Michael Reitz
+10096,Camera Operator,Patrick B. O'Brien
+10096,Visual Effects Supervisor,David Jones
+10096,Set Costumer,Marta Font
+10096,Visual Effects Producer,Jamie Stevenson
+10096,Still Photographer,Tracy Bennett
+10096,Set Costumer,Barrett Hong
+10096,First Assistant Camera,Don Steinberg
+59436,Casting,Juliet Taylor
+59436,Director,Woody Allen
+59436,Producer,Stephen Tenenbaum
+59436,Thanks,Julien Civange
+59436,Casting,Stéphane Foenkinos
+59436,Foley,Jay Peck
+59436,Special Effects,Charles-Axel Vollard
+59436,Digital Intermediate,Joe Gawler
+59436,Digital Intermediate,Jonathan Sanden
+59436,Sound Effects Editor,Glenfield Payne
+59436,Sound Editor,David Wahnon
+59436,Wigmaker,Natasha Ladek
+59436,Transportation Coordinator,Charles Heidet
+59436,Unit Production Manager,Matthieu Rubin
+59436,Hairstylist,Catherine Leblanc
+59436,Makeup Artist,Patricia Planche
+59436,Mixing Engineer,Paul Yurt
+59436,Special Effects,Pascal Fauvelle
+59436,Special Effects,Jérome Miel
+59436,Grip,Cyril Kuhnholtz
+59436,First Assistant Editor,Morgan Neville
+59436,Script Supervisor,Anne Wermelinger
+227783,Director,Peter Lepeniotis
+227783,Writer,Peter Lepeniotis
+4133,Screenplay,Nick Cassavetes
+4133,Director,Ted Demme
+4133,Associate Producer,Tracy Falco
+4133,Line Producer,Jose Ludlow
+4133,Production Design,Michael Z. Hanan
+4133,Makeup Artist,Ve Neill
+4133,Script Supervisor,Pamela Alch
+4133,Dialogue Editor,Richard Dwan Jr.
+4133,Makeup Department Head,Whitney James
+10207,Producer,Kevin Costner
+10207,Music,Gabriel Yared
+10207,Director,Luis Mandoki
+10207,Screenplay,Gerald Di Pego
+172,Set Decoration,John M. Dwyer
+172,Director,William Shatner
+172,Screenplay,David Loughery
+172,Director of Photography,Andrew Laszlo
+21972,Editor,Peter E. Berger
+21972,Costume Design,Mary Jane Fort
+21972,Producer,Barry Josephson
+21972,Set Decoration,Suzette Sheets
+21972,Producer,Peter Heller
+21972,Director,John Schultz
+21972,Screenplay,Jordan Moffet
+21972,Executive Producer,Gregg Winik
+36593,Producer,Robert K. Weiss
+36593,Writer,David Zucker
+36593,Director,Peter Segal
+36593,Executive Producer,Gil Netter
+36593,Director of Photography,Robert M. Stevens
+36593,Producer,Robert LoCash
+36593,Producer,Michael Ewing
+707,Director,John Glen
+707,Producer,Tom Pevsner
+707,Screenplay,Michael G. Wilson
+707,Producer,Michael G. Wilson
+533,Director,Nick Park
+533,Director,Steve Box
+533,Screenplay,Mark Burton
+533,Casting,Brendan Donnison
+533,Producer,Peter Lord
+533,Animation Supervisor,Loyd Price
+533,Animation,Christopher Sadler
+533,Animation,Fabrice Joubert
+533,Post Production Supervisor,Michael Solinger
+533,Animation,Lee Wilton
+533,Producer,Claire Jennings
+533,Editor,David McCormick
+533,Production Design,Phil Lewis
+533,Animation,Terry Brain
+533,Executive Producer,Michael Rose
+533,Thanks,Pilar Flynn
+533,Animation,Teresa Drilling
+533,Animation,Wendy Griffiths
+533,Animation,Andy Symanowski
+533,Animation,Jean-Philippe Vine
+533,Animation,Claire Billet
+533,Animation,Suzy Parr
+533,Animation,Sara Barbas
+533,Animation,Maria Hopkinson-Hassell
+533,Animation,Virpi Kettu
+533,Casting,Vanessa Baker
+6023,Producer,Wendy Finerman
+6023,Director,Richard LaGravenese
+6023,Screenplay,Richard LaGravenese
+6023,Producer,Broderick Johnson
+6023,Executive Producer,John H. Starke
+6023,Executive Producer,Donald A. Starr
+6023,Executive Producer,Daniel J.B. Taylor
+6023,Director of Photography,Terry Stacey
+6023,Costume Design,Cindy Evans
+6439,Director of Photography,David Eggby
+6439,Director,Frederik Du Chau
+6439,Screenplay,David Schmidt
+4347,Director,Joe Wright
+4347,Set Decoration,Katie Spencer
+4347,Stunt Coordinator,Lee Sheward
+4347,Assistant Director,Josh Robertson
+4347,Hairstylist,Deborah Jarvis
+4347,Production Manager,Simon Fraser
+37056,Producer,Ellen Barkin
+37056,Supervising Art Director,Stefano Maria Ortolani
+37056,Producer,Patrick Wachsberger
+37056,Director,Gary Winick
+37056,Director of Photography,Marco Pontecorvo
+37056,Producer,Eric Feig
+37056,Casting,Béatrice Kruger
+37056,Casting,Cindy Tolan
+37056,Makeup Artist,Carla Vicenzino
+37056,Script Supervisor,Charlotte Fontijn
+4105,Original Music Composer,Hans Zimmer
+4105,Director,Ridley Scott
+4105,Editor,Tom Rolf
+4105,Director of Photography,Jan de Bont
+4105,Set Decoration,Leslie Bloom
+4105,Author,Craig Bolotin
+4105,Producer,Sherry Lansing
+4105,Line Producer,Yosuke Mizuno
+4105,Casting Assistant,Debi Manwiller
+4105,Pilot,Al Cerullo
+4105,Set Designer,James R. Bayliss
+4105,Set Designer,Robert Maddy
+4105,Location Manager,Kazuaki Enomoto
+76489,Director,Bobby Farrelly
+76489,Director,Peter Farrelly
+76489,Producer,Bradley Thomas
+76489,Editor,Sam Seig
+3933,Director,Tim Burton
+3933,Original Music Composer,Danny Elfman
+3933,Editor,Chris Lebenzon
+3933,Casting,Ruth Lambert
+3933,Director,Mike Johnson
+3933,Characters,Carlos Grangel
+3933,Producer,Allison Abbate
+3933,Art Direction,Nelson Lowry
+3933,Production Manager,Harry Linden
+3933,Casting,Brendan Donnison
+3933,Storyboard,Chris Butler
+3933,Animation,Michael Schlingmann
+3933,Associate Producer,Derek Frey
+3933,Animation,Tim Watts
+3933,Storyboard,Tim Watts
+3933,Animation,Tim Allen
+3933,Animation,Joanne Chalkley
+3933,Animation,Phil Dale
+3933,Animation,Anthony Farquhar-Smith
+3933,Animation,Malcolm Lamont
+3933,Animation,Matt Palmer
+3933,Animation,Trey Thomas
+3933,Animation Department Coordinator,Portia Wilson
+3933,Storyboard,Matt Jones
+3933,Storyboard,Emily Mantell
+3933,First Assistant Camera,Rupert Davies
+9918,Executive Producer,Mike Stenson
+9918,Producer,Pat Sandston
+9918,Original Music Composer,Trevor Rabin
+9918,Director of Photography,Jeffrey L. Kimball
+9918,Editor,John Wright
+9918,Director,James Gartner
+9918,Executive Producer,Andy Given
+9918,Author,Chris Cleveland
+9918,Editor,Jason Hellmann
+273481,Director of Photography,Roger Deakins
+273481,Casting,Francine Maisler
+273481,Producer,Edward McDonnell
+273481,Costume Design,Renée April
+273481,Executive Producer,Basil Iwanyk
+273481,Producer,Thad Luckinbill
+273481,Director,Denis Villeneuve
+273481,Editor,Joe Walker
+273481,Line Producer,Stacy Perskie
+273481,Music Editor,Joseph S. DeBeasi
+273481,Supervising Art Director,Paul D. Kelly
+273481,Art Direction,Bjarne Sletteland
+273481,Sound Designer,Tom Ozanich
+273481,Still Photographer,Richard Foreman Jr.
+273481,Special Effects,Stan Blackwell
+273481,Digital Intermediate,Lisa Tutunjian
+273481,Hair Department Head,Jennifer Bell
+273481,Digital Intermediate,Robert E. Phillips
+273481,Assistant Costume Designer,Cassidy Zachary
+273481,Producer,Trent Luckinbill
+273481,Associate Producer,Emma McGill
+273481,Music Supervisor,Jonathan Watkins
+273481,Visual Effects Supervisor,Luis Montemayor
+307081,Executive Producer,Bob Weinstein
+307081,Original Music Composer,James Horner
+307081,Director,Antoine Fuqua
+307081,Producer,Antoine Fuqua
+307081,Editor,John Refoua
+307081,Executive Producer,Stuart Parr
+307081,Executive Producer,Dylan Sellers
+307081,Executive Producer,David Ranes
+307081,Hairstylist,Karen Lovell
+307081,Executive Producer,David J. Bloomfield
+307081,Script Supervisor,Deirdre Horgan
+307081,Producer,Peter Riche
+307081,Executive Producer,Gary Cheng
+16871,Director,Sam Raimi
+16871,Writer,Sam Raimi
+16871,Original Music Composer,Christopher Young
+16871,Producer,Robert Tapert
+16871,Costume Supervisor,Nancy Au
+16871,Executive Producer,Nathan Kahane
+16871,Makeup Artist,Michael F. Blake
+16871,Makeup Effects,Howard Berger
+16871,Visual Effects Editor,Sean Valla
+16871,Set Decoration,Don Diers
+16871,Still Photographer,Melissa Moseley
+16871,ADR & Dubbing,Carin Rogers
+16871,Supervising Sound Editor,Paul N.J. Ottosson
+16871,Digital Intermediate,Erik Rogers
+16871,Visual Effects Producer,Jennifer Hutcheon
+16871,ADR & Dubbing,Michael J. Benavente
+16871,Digital Intermediate,Kamila Baghernejad
+16871,Hairstylist,Janice Alexander
+16871,Construction Coordinator,Steve A. Hagberg
+16871,Art Department Coordinator,Michael A. Truesdale
+16871,Assistant Art Director,Steven Samanen
+16871,Sculptor,Dewaldt Hicks
+16871,Special Effects Coordinator,Chris Burton
+16871,Visual Effects Editor,Jody Fedele
+16871,Visual Effects Producer,Reid Paul
+16871,Visual Effects Supervisor,Jason Howey
+16871,Visual Effects Supervisor,Thomas Schelesny
+16871,Stunt Coordinator,Randy Beckman
+293863,Producer,Tom Rosenberg
+293863,Producer,Sidney Kimmel
+293863,Director,Lee Toland Krieger
+293863,Story,J. Mills Goodloe
+13156,Director,Tim McCanlies
+41233,Director,Jon M. Chu
+41233,Characters,Duane Adler
+9266,Producer,Brian Grazer
+9266,Set Decoration,Meg Everist
+9266,Screenplay,John Stockwell
+9266,Director,John Stockwell
+9266,Executive Producer,Louis G. Friedman
+9266,Executive Producer,Kathy Jones
+9266,Editor,Emma E. Hickox
+9266,Art Direction,Denise Hudson
+1262,Director,Marc Forster
+1262,Screenplay,Zach Helm
+1262,Unit Production Manager,Eric Kopeloff
+1262,Assistant Director,James Giovannetti Jr.
+1262,Post Production Supervisor,C. Cory M. McCrum-Abdo
+1262,Original Music Composer,Britt Daniel
+1262,Assistant Director,Peter Thorell
+4513,Screenplay,Stuart Beattie
+4513,Art Direction,Mark Robins
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+4513,Executive Producer,Mike Richardson
+4513,Executive Producer,Nathan Kahane
+4513,Director,David Slade
+4513,Director of Photography,Jo Willems
+4513,Editor,Art Jones
+4513,Production Design,Paul D. Austerberry
+4513,Still Photographer,Steve Unwin
+4513,Set Designer,Simon Elsley
+4513,Property Master,Matt Cornelius
+4513,Visual Effects Producer,Rebecca Downes
+4513,Visual Effects Producer,Fiona Webb
+22970,Foley,Lucy Sustar
+22970,Screenplay,Joss Whedon
+22970,Director,Drew Goddard
+22970,Screenplay,Drew Goddard
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+22970,Set Decoration,Hamish Purdy
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+22970,Digital Intermediate,Lisa Tutunjian
+22970,Hairstylist,Kandace Loewen
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+22970,Set Designer,Michael Toby
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+22970,Camera Operator,Kirk R. Gardner
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+7278,Executive Producer,Arnon Milchan
+7278,Director,Jason Friedberg
+7278,Director,Aaron Seltzer
+7278,Producer,Aaron Seltzer
+9013,Original Music Composer,Danny Elfman
+9013,Editor,Chris Lebenzon
+9013,Director,Martin Brest
+9013,Art Direction,James J. Murakami
+9013,Special Effects Supervisor,Roy Arbogast
+9013,Construction Coordinator,Clarence Lynn Price
+865,Casting,Jackie Burch
+865,Costume Design,Robert Blackman
+865,Director of Photography,Thomas Del Ruth
+865,Director,Paul Michael Glaser
+865,Producer,Tim Zinnemann
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+10776,Editor,John Jympson
+10776,Director,Frank Oz
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+10776,Costume Design,Marit Allen
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+10776,Screenplay,Howard Ashman
+10776,Original Music Composer,Miles Goodman
+50456,Script Supervisor,Sheila Paige
+50456,Director,Joe Wright
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+50456,Script Supervisor,Lori Wyant
+9823,Director,John R. Leonetti
+9823,Screenplay,Lawrence Kasanoff
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+59861,Screenplay,Tom Hanks
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+59861,Executive Producer,David Coatsworth
+59861,Editor,Alan Cody
+59861,Writer,Nia Vardalos
+59861,Executive Producer,Steven Shareshian
+133805,Director,Kimberly Peirce
+133805,Production Design,Carol Spier
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+133805,Sound Re-Recording Mixer,Andy Koyama
+133805,Camera Operator,Ian Anderson
+133805,Art Direction,Nigel Churcher
+133805,Unit Publicist,Lisa Shamata
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+133805,Script Supervisor,Nadia Guglieri
+133805,Makeup Effects,Patrick Baxter
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+12763,Producer,Diane Nabatoff
+12763,Producer,Christopher Godsick
+12763,Executive Producer,Matt Moore
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+12763,Director,Liz Friedlander
+12763,Screenplay,Dianne Houston
+9766,Editor,Joel Negron
+9766,Director,Phil Joanou
+9766,Executive Producer,Lynwood Spinks
+9766,Executive Producer,Ryan Kavanaugh
+9766,Author,Jeff Maguire
+9766,Director of Photography,Jeff Cutter
+14034,Director,Sam Weisman
+12244,Producer,Jim Lemley
+12244,Director,Shane Acker
+12244,Still Photographer,Giles Keyte
+12244,Sound Recordist,Ronald G. Roumas
+12244,Sound Re-Recording Mixer,Gary Rizzo
+12244,Visual Development,George Hull
+12244,Set Designer,David Chow
+12244,Sound Recordist,Clint Smith
+12244,Visual Effects Supervisor,Jeff Bell
+12244,Music Editor,Shie Rozow
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+12244,Storyboard,Aaron Clark
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+109421,Director,Steven Soderbergh
+109421,Director of Photography,Steven Soderbergh
+109421,Producer,Scott Z. Burns
+109421,Executive Producer,Douglas Hansen
+11137,Casting,Gail Stevens
+11137,Editor,Steven Cohen
+11137,Screenplay,Michael Begler
+11137,Producer,Mark Amin
+11137,Story,Mark Amin
+11137,Director,Martha Coolidge
+11137,Executive Producer,Robin Schorr
+11137,Executive Producer,Cami Winikoff
+11137,Makeup Artist,Katie Brennan
+11137,Assistant Director,Jakub Dvorak
+11137,Hairstylist,Rikke Dengso
+51162,Supervising Animator,Bruce W. Smith
+51162,Producer,Peter Del Vecho
+51162,Supervising Animator,Eric Goldberg
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+51162,ADR & Dubbing,G.W. Brown
+51162,Sound Effects Editor,Albert Gasser
+51162,Sound Re-Recording Mixer,Dean A. Zupancic
+51162,Sound Editor,Charles W. Ritter
+51162,Director,Stephen Anderson
+51162,Director,Don Hall
+51162,Story,Clio Chiang
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+51162,Associate Producer,Craig Sost
+51162,Sound Editor,Donald J. Malouf
+51162,Sound Recordist,Tighe Sheldon
+51162,Visual Development,Joe Pitt
+51162,Layout,Jennifer Yuan
+51162,Layout,George Villaflor
+51162,Production Supervisor,Kristen Caplan
+51162,Layout,Doug Walker
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+51162,Storyboard,Brian Kesinger
+51162,Special Effects,George Stevens
+51162,Layout,Rasoul Azadani
+51162,Animation,Russ Edmonds
+51162,Animation,Brian Ferguson
+51162,Animation,Mario Furmanczyk
+51162,Layout,Lam Hoang
+51162,Layout,Benoît Le Pennec
+51162,Animation,Hyun Min Lee
+51162,Production Office Assistant,Garrett Prince
+10152,Editor,Lawrence Jordan
+10152,Director,Troy Miller
+10152,Screenplay,Robert Brener
+9452,Casting,Jeanne McCarthy
+9452,Original Music Composer,Ennio Morricone
+9452,Director,Warren Beatty
+9452,Producer,Warren Beatty
+9452,Script Supervisor,Kerry Lyn McKissick
+9452,Production Coordinator,Brigette Lester
+239566,Editor,Michael McCusker
+239566,Director,Tate Taylor
+239566,Production Design,Mark Ricker
+239566,Executive Producer,Trish Hofmann
+239566,Still Photographer,D. Stevens
+239566,Executive Producer,John Norris
+239566,Set Decoration,Rena DeAngelo
+239566,Boom Operator,Craig Dollinger
+239566,Camera Operator,Will Arnot
+239566,Music Editor,Jordan Corngold
+239566,Sound Designer,Jason King
+239566,Sound mixer,Steven Morrow
+239566,Gaffer,Colin J. Campbell
+53113,Director,Carl Franklin
+9271,Executive Producer,Hawk Koch
+9271,Screenplay,Eric Bernt
+9271,Director,Brett Leonard
+4474,Director of Photography,Don Burgess
+4474,Producer,Arnon Milchan
+4474,Director,Ivan Reitman
+4474,Costume Design,Laura Jean Shannon
+4474,Set Decoration,Debra Schutt
+4474,Screenplay,Don Payne
+4474,Executive Producer,Bill Carraro
+4474,Assistant Editor,Kris Cole
+184346,Casting,Denise Chamian
+184346,Director,Scott Derrickson
+184346,Writer,Paul Harris Boardman
+184346,Stunt Coordinator,Lauro Chartrand
+184346,Special Effects Coordinator,Drew Jiritano
+184346,Gaffer,Scott H. Ramsey
+184346,Dialogue Editor,David Williams
+184346,Sound Effects Editor,Jamie Hardt
+184346,Visual Effects Producer,Raoul Bolognini
+184346,Production Manager,Donna E. Bloom
+184346,Construction Coordinator,Greg John Callas
+184346,Unit Publicist,Michael Singer
+184346,Art Direction,Martin Sullivan
+184346,Makeup Artist,Linda Kaufman
+184346,Assistant Art Director,Ruth Falco
+184346,Assistant Art Director,Marie Lynn Wagner
+184346,Scenic Artist,Chris Bertholf
+184346,Scenic Artist,John S. Schlicter
+184346,Visual Effects Producer,Niki Hillier
+184346,Camera Operator,Eric Leach
+184346,Second Unit Cinematographer,Lukasz Jogalla
+184346,Gaffer,Bartolomé Pérez
+184346,Location Manager,James D. Lee
+48340,Music,David Hirschfelder
+48340,Director,Alister Grierson
+48340,Writer,Andrew Wight
+48340,Producer,Andrew Wight
+48340,Writer,John Garvin
+14846,Music,Christophe Beck
+14846,Director,Nick Hurran
+14846,Producer,Deborah Schindler
+14846,Costume Design,Susie DeSanto
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+14846,Script Supervisor,Nancy Karlin
+72207,Executive Producer,Richard Vane
+72207,Director,Nicholas Stoller
+72207,Art Direction,John B. Josselyn
+16232,Editor,Bill Pankow
+16232,Executive Producer,Jonathan Glickman
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+16232,Director,Charles Stone III
+43539,Director,Paul Haggis
+43539,Producer,Paul Haggis
+43539,Producer,Olivier Delbosc
+43539,Producer,Marc Missonnier
+43539,Production Design,Laurence Bennett
+43539,Executive Producer,Anthony Katagas
+43539,Screenplay,Fred Cavayé
+43539,Executive Producer,Agnès Mentre
+43539,Producer,Eugénie Grandval
+43539,Hair Department Head,Camille Friend
+9920,Music,Klaus Badelt
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+9920,Costume Design,Joseph A. Porro
+9920,Sound Re-Recording Mixer,Ezra Dweck
+9920,Director,Kurt Wimmer
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+9920,Executive Producer,Tony Mark
+9920,Hairstylist,Gemma Waugh
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+9920,Sound Effects Designer,Steven Ticknor
+9920,Special Effects Coordinator,Darrell Pritchett
+9920,Music Editor,Christopher Brooks
+9920,First Assistant Editor,Maria Gonzales
+9920,Second Assistant Director,Jason Faulkner
+9920,Visual Effects Supervisor,Victor Wong
+9920,Production Manager,Petrina Ho
+9920,Production Manager,Luo Gang
+9920,Camera Operator,Stanley Hung
+9920,Key Hair Stylist,Meinir Jones-Lewis
+9920,Chief Lighting Technician,Chow Lam
+9920,Casting Associate,Catherine Engel
+8978,Original Music Composer,Graeme Revell
+8978,Executive Producer,Don Carmody
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+8978,Director,Jean-François Richet
+8978,Director of Photography,Robert Gantz
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+8978,Costume Design,Georgina Yarhi
+8978,Visual Effects Supervisor,Dennis Berardi
+8978,Executive Producer,Sebastien Lemercier
+8978,Key Hair Stylist,James D. Brown
+8978,Makeup Artist,Donald Mowat
+8978,Costume Supervisor,Richard Krough
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+8978,Script Supervisor,Dug Rotstein
+8978,Assistant Sound Editor,Alex Bullick
+8978,Property Master,Ron Hewitt
+8978,Camera Operator,Tony Guerin
+8978,Camera Operator,Mark Hryma
+8978,Unit Publicist,Robert A. Levine
+8978,Script Supervisor,Nadia Guglieri
+8978,Special Effects Supervisor,Jason Board
+8978,Scoring Mixer,Mark Curry
+8978,Aerial Camera,Dave Tommasini
+8978,Grip,Craig Campbell
+8978,Hairstylist,Francine Francis-Lee
+8978,CG Supervisor,Kristy Blackwell
+8978,Craft Service,Beverley Bremner
+8978,Publicist,Tony Muro
+8978,Production Sound Mixer,David Lee
+11702,Editor,Jay Cassidy
+11702,Director,Antoine Fuqua
+18550,Director,Kevin Hooks
+8869,Executive Producer,Roland Emmerich
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+8869,Art Direction,Chas. Butcher
+8869,Makeup Effects,Leo Corey Castellano
+8869,Set Decoration,Marcia Calosio
+8869,Director of Photography,John S. Bartley
+8869,Director,Ellory Elkayem
+8869,Screenplay,Ellory Elkayem
+8869,Story,Ellory Elkayem
+8869,Screenplay,Jesse Alexander
+8869,Story,Randy Kornfield
+8869,Stunts,John Alden
+8869,Sound Effects Editor,Kerry Ann Carmean
+8869,Carpenter,Steve Roll
+8869,Editor,David Siegel
+8869,Foley,Michael J. Broomberg
+8869,Sound Effects Editor,Gary Mundheim
+8869,Visual Effects Supervisor,Karen E. Goulekas
+8869,Steadicam Operator,Gary L. Camp
+8869,Sound Effects Editor,Dan Hegeman
+8869,Still Photographer,Jon Baronn Farmer
+8869,Costume Supervisor,Deborah Hall
+8869,Key Set Costumer,Maggie McFarland
+8869,Art Department Coordinator,Catherine A. McCabe
+8869,Standby Painter,Kristen Spinning
+8869,Picture Car Coordinator,Gregg Singer
+8869,Propmaker,Neil Gahm
+8869,Production Sound Mixer,Peter Geoco
+8869,Stunts,Alex Madison
+8869,Animal Wrangler,Cris Rankin
+8869,3D Artist,Carol Ashley
+43347,Director,Edward Zwick
+3489,Editor,Peter E. Berger
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+3489,Screenplay,Gary Scott Thompson
+3489,Production Design,Tracey Gallacher
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+3489,Director,Jon Avnet
+3489,Casting,Maureen Webb
+3489,Set Decoration,Dominique Fauquet-Lemaitre
+3489,Standby Painter,Mark N Tompkins
+9701,Director of Photography,Chris Menges
+9701,Director,Niki Caro
+9701,Executive Producer,Jeff Skoll
+9701,Author,Michael Seitzman
+2122,Producer,Arnold Rifkin
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+2122,Producer,Allan Kaufman
+2122,Executive Producer,Andrew Stevens
+2122,Director,Howard Deutch
+2122,Co-Producer,Joseph Merhi
+2122,Co-Producer,James A. Holt
+2122,Associate Producer,Ernst-August Schnieder
+2122,Associate Producer,Wolfgang Schamburg
+2122,Legal Services,Adam W. Rosen
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+2122,Camera Operator,Dennis Weaver
+2122,Executive Producer,Joseph Nasser
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+2122,First Assistant Sound Editor,Kevin Banks
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+2122,Casting Associate,Neely Gurman
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+2122,Craft Service,Jeff Winn
+2122,Color Timer,Michael Hatzer
+2122,Boom Operator,Keenan Wyatt
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+2122,First Assistant Editor,Justin C. Green
+2122,Electrician,Mark Freeman
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+37707,Scenario Writer,Vincenzo Natali
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+37707,Hairstylist,David R. Beecroft
+37707,Unit Publicist,Cynthia Amsden
+37707,Costume Supervisor,Leslie Kavanagh
+37707,Script Supervisor,Lisa Burling
+37707,Thanks,Chris Howard
+37707,Set Designer,William Cheng
+37707,Assistant Art Director,Sam Hudecki
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+37707,Visual Effects Producer,François-Xavier Aubague
+37707,Visual Effects Producer,Jacques Bled
+37707,Visual Effects Editor,Michael Griffith
+37707,Visual Effects Supervisor,Fabrice Lagayette
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+37707,Color Timer,Aidan Stanford
+10658,Director,Willard Huyck
+10658,Director of Photography,Richard H. Kline
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+13150,Casting,Sarah Finn
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+9042,Producer,Tom Rosenberg
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+9042,Director,Bruce Hunt
+9042,Screenplay,Tegan West
+9042,Director of Photography,Ross Emery
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+9042,Sound Effects Editor,Bryan O. Watkins
+9042,Camera Operator,Bogdan Stanciu
+9042,ADR & Dubbing,Mark Larry
+9042,Visual Effects Producer,Ian Noe
+9042,Camera Operator,Calum McFarlane
+9042,Camera Operator,Leigh Mackenzie
+9042,Gaffer,Florin Niculae
+9042,Hairstylist,Zeljka Stanin
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+9042,Best Boy Electric,Alessio Bramucci
+9042,First Assistant Editor,David Reale
+17813,Director,Rob Reiner
+17813,Casting,Jane Jenkins
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+11208,Producer,Tom Rosenberg
+11208,Director,Paul McGuigan
+11208,Post Production Supervisor,James McQuaide
+11208,Special Effects Supervisor,Louis Craig
+11208,Production Design,Richard Bridgland
+11208,Director of Photography,Peter Sova
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+11208,Producer,Marcus Viscidi
+11208,Executive Producer,Harley Tannenbaum
+11208,Executive Producer,Georges Benayoun
+11208,Costume Design,Odette Gadoury
+11208,Casting,Tricia Wood
+11208,Casting,Randi Wells
+11208,Stunt Coordinator,Marc Désourdy
+11208,Foley,Kim Foscato
+11208,Dolby Consultant,James Wright
+11208,Camera Operator,George Kohut
+11208,Unit Publicist,Rob Harris
+11208,Video Assist Operator,Stephanie Girard Hamelin
+11208,Transportation Captain,Alexandre Juaneda
+11208,Sound Effects Editor,Malcolm Fife
+11208,Visual Effects Coordinator,Gary E. Beach
+11208,Key Hair Stylist,Réjean Goderre
+11208,Still Photographer,Attila Dory
+11208,Location Manager,Mark Mamalakis
+11208,Production Coordinator,Pat McCarthy
+11208,Hairstylist,Sandro Di Gioacchino
+11208,Grip,Michel Périard
+11208,Set Dressing Artist,Paul Le Maire
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+11208,Sound Mixer,Curt Frisk
+58151,Director,Craig Gillespie
+58151,Executive Producer,Lloyd Ivan Miller
+58151,Post Production Supervisor,Jake Rice
+11400,Original Music Composer,James Horner
+11400,Editor,Richard Chew
+11400,Editor,Saar Klein
+11400,Producer,Sarah Green
+11400,Executive Producer,Toby Emmerich
+11400,Director,Terrence Malick
+11400,Executive Producer,Trish Hofmann
+11400,Executive Producer,Bill Mechanic
+11400,Executive Producer,Rolf Mittweg
+10350,Director of Photography,Thierry Arbogast
+10350,Costume Design,Magali Guidasci
+10350,Director,Christopher Roberts
+10350,Producer,Joseph Newton Cohen
+10350,Casting,Suzanne Crowley
+10350,Art Direction,James Hambidge
+10350,Casting,Gilly Poole
+28902,Director,Neil Jordan
+28902,Novel,Bari Wood
+28902,Makeup Effects,Bill Messina
+14164,Director,James Wong
+14164,Screenplay,Ben Ramsey
+76640,Casting,Ronna Kress
+76640,Director,Kim Jee-woon
+76640,Screenplay,Andrew Knauer
+11058,Casting,Stephanie Gorin
+11058,Casting,Sarah Finn
+11058,Original Music Composer,Brian Tyler
+11058,Director,Nick Hamm
+11058,Screenplay,Mark Bomback
+11058,Production Design,Doug Kraner
+11058,Executive Producer,Michael Paseornek
+11058,Makeup Department Head,Suzanne Benoit
+14844,Set Decoration,Tina Jones
+14844,Director of Photography,Ashley Rowe
+14844,Director,Andy Cadiff
+14844,Author,Derek Guiley
+57089,Writer,Cory Edwards
+57089,Director,Mike Disa
+57089,Writer,Mike Disa
+57089,Other,Troylan B. Caro
+1947,Director,Lasse Hallström
+1947,Production Design,David Gropman
+1947,Casting,Coreen Mayrs
+1947,Costume Design,Tish Monaghan
+1947,Hairstylist,Deena Adair
+1947,Art Department Coordinator,Dusty Reeves
+1947,Hairstylist,Melissa A. Yonkey
+1947,Special Effects Coordinator,Gary Minielly
+8054,Screenplay,Terry Gilliam
+8054,Director,Terry Gilliam
+8054,Production Design,Anastasia Masaro
+46829,Casting,Deirdre Bowen
+46829,Art Direction,Michele Laliberte
+46829,Casting,Nina Gold
+46829,Producer,Robert Lantos
+46829,Director of Photography,Guy Dufaux
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+46829,Screenplay,Michael Konyves
+46829,Director,Richard J. Lewis
+46829,Executive Producer,Mark Musselman
+46829,Music Supervisor,Liz Gallacher
+46829,Co-Producer,Ari Lantos
+46829,Still Photographer,Takashi Seida
+46829,Script Supervisor,Marie La Haye
+146238,Writer,David Levien
+146238,Director,Brad Furman
+146238,Costume Design,Sophie de Rakoff
+146238,Set Decoration,Mónica Monserrate
+146238,Costume Design,Carlos Rosario
+9989,Writer,Howard Franklin
+9989,Casting,Cathy Sandrich
+9989,Original Music Composer,Don Davis
+9989,Producer,Nick Wechsler
+9989,Director,Peter Howitt
+9989,Executive Producer,C.O. Erickson
+9989,Producer,Keith Addis
+9989,Producer,David Nicksay
+9989,Casting,Sean Cossey
+9989,Stunt Coordinator,J.J. Makaro
+9665,Production Design,Norman Garwood
+9665,Screenplay,Kevin Jarre
+9665,Director,Edward Zwick
+9665,Visual Effects,Bill Taylor
+9665,Costume Design,Francine Jamison-Tanchuck
+9665,Special Effects Coordinator,Phil Cory
+9665,Visual Effects,Syd Dutton
+9665,Sound Re-Recording Mixer,Gregg Rudloff
+9665,ADR & Dubbing,Joseph A. Mayer
+9665,Publicist,Patti Hawn
+9665,Hairstylist,Linda Peterson
+9665,Second Unit Cinematographer,David Wagreich
+311,Producer,Arnon Milchan
+311,Costume Design,Gabriella Pescucci
+311,Director,Sergio Leone
+311,Production Design,Carlo Simi
+311,Special Effects,Gabe Videla
+311,Special Effects,Louis Craig
+311,Editor,Zach Staenberg
+311,Director of Photography,Sandro Battaglia
+311,Sound Designer,Bruno Charier
+311,Screenplay,Enrico Medioli
+311,Additional Dialogue,Stuart Kaminsky
+102362,Costume Design,Renee Ehrlich Kalfus
+102362,Art Direction,Jesse Rosenthal
+102362,Director of Photography,Paul Cameron
+102362,Director,Niels Arden Oplev
+102362,Editor,Frédéric Thoraval
+11162,Producer,Cary Brokaw
+11162,Producer,Michael Cowan
+11162,Director,Michael Radford
+11162,Producer,Barry Navidi
+6016,Costume Design,Penny Rose
+6016,Original Music Composer,Elliot Goldenthal
+6016,Producer,Stephen Woolley
+6016,Director,Neil Jordan
+6016,Editor,Tony Lawson
+6016,Supervising Sound Editor,Mark Auguste
+6016,Dialogue Editor,Daniel Laurie
+6016,Production Design,Anthony Pratt
+6016,Script Supervisor,Diana Dill
+6016,Music Editor,Michael Connell
+6016,First Assistant Camera,Sophie Lemaire
+17186,Director,Steve Boyum
+17186,Writer,Bart Baker
+17186,Writer,Ken Solarz
+17186,Writer,Keith Alan Bernstein
+13967,Director of Photography,Andrew Dunn
+13967,Costume Design,Anthony Powell
+13967,Producer,Mike Medavoy
+13967,Producer,Arnold Messer
+13967,Producer,David Thwaites
+13967,Director,Chris Noonan
+13967,Writer,Richard Maltby
+2008,Producer,Han Sanping
+2008,Director,Chen Kaige
+2008,Producer,Dong-ming Shi
+9053,Director,Corey Yuen Kwai
+4512,Producer,David Valdes
+4512,Producer,Ridley Scott
+4512,Editor,Curtiss Clayton
+4512,Director,Andrew Dominik
+4512,Novel,Ron Hansen
+4512,Producer,Jules Daly
+76349,Director,Jackie Chan
+76349,Stunt Coordinator,Jackie Chan
+76349,Director,张立 | Zhang Li
+76349,Animation,Rohit Agarwal
+76349,Writer,Wang Xing-Dong
+31203,Director,Laurent Tirard
+31203,Editor,Valérie Deseine
+31203,Original Story,Sempé
+265208,Sound mixer,Jay Meagher
+265208,Director of Photography,Shelly Johnson
+265208,Director,Simon West
+265208,Stunt Coordinator,Brad Martin
+265208,Hairstylist,Sherri Hamilton
+265208,Visual Effects Producer,Lauren Ritchie
+265208,Visual Effects Supervisor,Dottie Starling
+265208,First Assistant Editor,Amanda Zemke
+265208,Sound Re-Recording Mixer,Jeffrey J. Haboush
+265208,Foley,Vince Nicastro
+265208,Music Editor,Ben Schor
+265208,Construction Coordinator,James Passanante
+265208,Sound Re-Recording Mixer,Chris Carpenter
+265208,Makeup Artist,Susan Spaid
+265208,Art Department Coordinator,April LaBranche
+265208,Music Supervisor,Maggie Rodford
+265208,Associate Producer,David Shojai
+265208,Associate Producer,Samantha Brooks
+45610,Casting,Kerry Barden
+45610,Director,Marc Forster
+45610,Director of Photography,Roberto Schaefer
+45610,Art Direction,Jonathan Hely-Hutchinson
+45610,Executive Producer,Louise Rosner-Meyer
+45610,Executive Producer,Myles Nestel
+45610,Executive Producer,Michael Corso
+45610,Executive Producer,Adi Shankar
+45610,Executive Producer,Spencer Silna
+45610,Producer,Craig Chapman
+45610,Original Music Composer,Thad Spencer
+45610,Producer,Douglas Saylor Jr.
+45610,Producer,Jillian Kugler
+45610,Costume Design,Frank L. Fleming
+50135,Novel,Erich Kästner
+50135,Executive Producer,Martin Moszkowicz
+50135,Director,Reinhard Klooss
+50135,Director,Holger Tappe
+50135,Production Design,Jens Benecke
+1874,Producer,Andro Steinborn
+1874,Director,Bille August
+1874,Art Direction,Jonathan Hely-Hutchinson
+1874,Production Design,Tom Hannam
+1874,First Assistant Editor,Guy Travers
+1874,Producer,Ilann Girard
+271331,Director,Frédéric Auburtin
+271331,Screenplay,Frédéric Auburtin
+215211,Production Design,Dan Weil
+215211,Director,Olivier Dahan
+215211,Music,Christopher Gunning
+215211,Editor,Olivier Gajan
+215211,Sound Re-Recording Mixer,Jean-Paul Hurier
+215211,Supervising Art Director,Daran Fulham
+215211,Screenplay,Arash Amel
+215211,Music Editor,Katia Boutin
+215211,Art Direction,Delphine Mabed
+215211,Dialogue Editor,Mélanie Blouin
+215211,Boom Operator,Jean-Baptiste Faure
+215211,Gaffer,Eric Baraillon
+215211,Casting,Toby Spigel
+215211,Choreographer,Corinne Devaux
+215211,Makeup Artist,Catherine Ichou
+215211,Assistant Art Director,Boëdec Cramesnil Maëla
+367961,Director,Maksim Fadeev
+10955,Original Music Composer,Ennio Morricone
+10955,Novel,Patricia Highsmith
+10955,Director,Liliana Cavani
+223702,Director,Conrad Vernon
+223702,Original Music Composer,Alan Menken
+223702,Producer,Seth Rogen
+223702,Story,Evan Goldberg
+223702,Director,Greg Tiernan
+223702,Screenplay,Kyle Hunter
+223702,Executive Producer,Ariel Shaffir
+223702,Layout,Anthony Di Ninno
+223702,Co-Producer,Alex McAtee
+223702,Executive Producer,David Distenfeld
+223702,Art Direction,Kyle McQueen
+223702,Production Manager,Arlyn Bantog
+223702,Animation,Andrew Blodget
+223702,Animation Supervisor,Jeff Bailey
+223702,Animation,Rodrigo Goncalves Venceloski
+223702,Music Supervisor,Gabe Hilfer
+223702,Visual Effects Supervisor,Bert Van Brande
+254470,Director,Elizabeth Banks
+254470,Associate Producer,Jonathan Shore
+254470,Executive Producer,Jason Moore
+254470,Characters,Mickey Rapkin
+254470,Sound Re-Recording Mixer,Kevin O'Connell
+254470,Script Supervisor,Scott Peterson
+69,Director,James Mangold
+69,Unit Production Manager,Alan C. Blomquist
+69,Executive Producer,Alan C. Blomquist
+69,Director of Photography,Phedon Papamichael
+69,Casting,Lisa Beach
+69,Casting,Sarah Katzman
+69,Art Direction,John R. Jensen
+69,Still Photographer,Suzanne Tenner
+69,Music Editor,Bunny Andrews
+69,Sound Re-Recording Mixer,Paul Massey
+69,Hair Department Head,Kathrine Gordon
+69,Dialogue Editor,Kimberly Ellen Lowe
+69,Associate Producer,Lou Robin
+69,Visual Effects Producer,Julia Frey
+69,Set Costumer,David Fernandez
+69,Script Supervisor,Sheila Waldron
+69,Art Direction,Rob Simons
+69,Stunts,Brian Avery
+69,Rigging Gaffer,John Sprague
+69,Stunts,Heidi Pascoe
+69,Electrician,Harrison Palmer
+4967,Director,Edward Norton
+4967,Costume Design,Michael Kaplan
+4967,Set Decoration,Leslie E. Rollins
+4967,Original Music Composer,Elmer Bernstein
+4967,Art Department Coordinator,Erik Knight
+9449,Supervising Art Director,Jim Morahan
+9449,Producer,Eric Fellner
+9449,Director,Peter Hewitt
+9449,Novel,Mary Norton
+9449,Director of Photography,Trevor Brooker
+9449,Set Decoration,Careen Hertzog
+11499,Producer,Brian Grazer
+11499,Director,Ron Howard
+11499,Executive Producer,Todd Hallowell
+11499,Associate Producer,Kathleen McGill
+11499,Associate Producer,Louisa Velis
+11499,Costume Design,Daniel Orlandi
+11499,Stunt Coordinator,Rick Avery
+11499,Hairstylist,Colleen Callaghan
+11499,Makeup Department Head,Edouard F. Henriques
+11499,Still Photographer,Ralph Nelson
+11499,Music Editor,Daniel Pinder
+11499,Hair Department Head,Kim Santantonio
+4912,Executive Producer,Bob Weinstein
+4912,Executive Producer,Harvey Weinstein
+4912,Director,George Clooney
+4912,Executive Producer,Jonathan Gordon
+4912,Producer,Andrew Lazar
+12771,Editor,Jim Miller
+12771,Director of Photography,Robert Brinkmann
+12771,Director,Reginald Hudlin
+12771,Screenplay,Jay Scherick
+323676,Production Design,Rusty Smith
+323676,Original Music Composer,Christopher Lennertz
+323676,Executive Producer,Melissa McCarthy
+323676,Screenplay,Ben Falcone
+323676,Director,Ben Falcone
+323676,Art Direction,Heather R. Dumas
+12506,Director,Richard Attenborough
+24071,Music,James Newton Howard
+24071,Director,Lawrence Kasdan
+24071,Producer,Charles Okun
+24071,Editor,Carol Littleton
+24071,Producer,Linda Goldstein Knowlton
+24071,Producer,Stephen P. Dunn
+11249,Original Music Composer,Pino Donaggio
+11249,Director,Don Mancini
+11249,Editor,Ilinca Nanoveanu
+9667,Producer,George Clooney
+9667,Executive Producer,Andreas Grosch
+9667,Costume Design,Laray Mayfield
+9667,Director of Photography,Peter Deming
+9667,Executive Producer,Christopher Roberts
+9667,Director,John Maybury
+9667,Editor,Emma E. Hickox
+9667,Author,Tom Bleecker
+812,Screenplay,Terry Rossio
+812,Co-Producer,Donald W. Ernst
+812,Background Designer,Tia W. Kratter
+812,Director,Ron Clements
+812,Director,John Musker
+812,Songs,Alan Menken
+812,Sound Editor,Teresa Eckton
+812,Story,Burny Mattinson
+812,Supervising Animator,Andreas Deja
+812,Story,Brian Pimental
+812,Sound Re-Recording Mixer,David J. Hudson
+812,Sound Re-Recording Mixer,Mel Metcalfe
+812,Layout,Dan St. Pierre
+812,Supervising Animator,Glen Keane
+812,Story,Larry Leker
+812,Post Production Supervisor,Sarah Duran
+812,Story,Rebecca Reese
+812,CGI Supervisor,Steve Goldberg
+812,Art Direction,Bill Perkins
+812,Story,David S. Smith
+812,Supervising Animator,Duncan Marjoribanks
+812,Layout,Tom Shannon
+812,Background Designer,Cristy Maltese
+812,Supervising Sound Editor,Kathleen Bennett
+812,Story,Kirk Hanson
+812,Background Designer,Justin L. Brandstater
+812,Casting Associate,Jennifer M. Shotwell
+277216,Director of Photography,Matthew Libatique
+277216,Executive Producer,William Packer
+277216,Executive Producer,Adam Merims
+277216,Director,F. Gary Gray
+277216,Editor,Billy Fox
+277216,Producer,Matt Alvarez
+277216,Screenplay,Andrea Berloff
+87,Executive Producer,George Lucas
+87,Original Music Composer,John Williams
+87,Director,Steven Spielberg
+87,Associate Producer,Kathleen Kennedy
+87,Sound Designer,Ben Burtt
+87,Screenplay,Willard Huyck
+87,Screenplay,Gloria Katz
+87,Set Decoration,Peter Howitt
+87,Location Manager,Richard Vane
+14444,Director,Norton Virgien
+14444,Director,Igor Kovalyov
+14444,Animation,Jim Ovelmen
+2043,Casting,Denise Chamian
+2043,Director,Lee Tamahori
+2043,Producer,Joe Wizan
+2043,Costume Supervisor,Johnetta Boone
+2043,Makeup Department Head,Stan Edmonds
+315664,Director,Stephen Frears
+315664,Casting,Kathleen Chopin
+315664,Camera Operator,Iain Mackay
+315664,Music Director,Terry Davies
+315664,Supervising Sound Editor,Becki Ponting
+315664,Foley,Andrea King
+315664,Hairstylist,Beverley Binda
+315664,Makeup Artist,Tahira Herold
+315664,Visual Effects Coordinator,Jenny King
+315664,Sound Re-Recording Mixer,Mike Dowson
+315664,Assistant Costume Designer,Rosie Grant
+315664,Assistant Art Director,Aoife Warren
+1428,Director,Robert Rodriguez
+1428,Screenplay,Robert Rodriguez
+1428,Editor,Robert Rodriguez
+1428,Cinematography,Robert Rodriguez
+1428,Production Design,Robert Rodriguez
+1428,Sound Re-Recording Mixer,Robert Rodriguez
+1428,Sound Effects Editor,Robert Rodriguez
+1428,Casting,Mary Vernieu
+1428,Co-Producer,Tony Mark
+1428,Sound Effects Editor,John Dunn
+1428,Makeup Department Head,Ermahn Ospina
+1428,Hairstylist,Carmen de la Torre
+1428,Art Direction,Melo Hinojosa
+1428,Sound Effects Editor,Mike Chock
+1428,Assistant Art Director,Carlos Benassini
+1428,Sound Re-Recording Mixer,Sergio Reyes
+1428,Boom Operator,Ernesto Muñoz
+1428,Dialogue Editor,Charles Ewing Smith
+1428,Standby Painter,Kara Sutherlin
+1428,Assistant Property Master,Kevin Berve
+562,Director,John McTiernan
+562,Producer,Joel Silver
+562,Producer,Lawrence Gordon
+562,Editor,John F. Link
+562,Associate Producer,Lloyd Levin
+562,Editor,Frank J. Urioste
+562,Novel,Roderick Thorp
+562,Producer,Beau Marks
+562,Unit Production Manager,Beau Marks
+562,Original Music Composer,Michael Kamen
+562,Art Direction,John R. Jensen
+562,Foley,Ron Bartlett
+562,Visual Effects Editor,Dennis Michelson
+562,Visual Effects Producer,Richard Edlund
+562,Dialogue Editor,Cindy Marty
+562,Stunts,Dick Ziker
+562,Makeup Artist,Wes Dawn
+562,Special Effects Coordinator,Al Di Sarro
+562,Foley,Robin Harlan
+562,Stunts,Victor Paul
+562,Stunts,Brian Christensen
+562,Sound Recordist,Robert Renga
+562,Location Manager,Joel Marx
+562,Sound Recordist,Craig Heath
+562,ADR & Dubbing,Hank Salerno
+562,Visual Effects Art Director,Brent Boates
+562,Still Photographer,Virgil Mirano
+562,Gaffer,Ed Ayer
+562,Makeup Artist,Jim Kail
+562,Visual Effects,Matthew Yuricich
+562,Stunts,Peter McKernan
+15373,Supervising Sound Effects Editor,Michael Payne
+15373,Set Decoration,Douglas A. Mowat
+15373,Special Effects Coordinator,Matt Sweeney
+15373,Producer,Scott Stuber
+15373,Costume Design,Molly Maginnis
+15373,Director,David Wain
+15373,Screenplay,Ken Marino
+15373,Screenplay,Timothy Dowling
+15373,Executive Producer,Matthew Seigel
+15373,Makeup Department Head,Nena Smarz
+15373,Set Costumer,Ariel Gold
+15373,Music Editor,Tanya Noel Hill
+15373,Script Supervisor,Susan Bierbaum
+15373,Construction Coordinator,Dennis DeWaay
+15373,Camera Operator,Casey Hotchkiss
+15373,Sound Effects Editor,Steve Nelson
+15373,Hair Department Head,Adruitha Lee
+15373,Key Costumer,Sharon Lynch
+15373,Still Photographer,Sam Urdank
+15373,Costume Supervisor,Phyllis Gilliam
+15373,Steadicam Operator,John Joyce
+15373,First Assistant Director,Josh King
+15373,Lighting Technician,Sam Wayman
+318846,Casting,Francine Maisler
+318846,Foley,Andy Malcolm
+318846,Costume Design,Susan Matheson
+318846,Production Design,Clayton Hartley
+318846,Director,Adam McKay
+318846,Sound Re-Recording Mixer,Terry Porter
+318846,Producer,Jeremy Kleiner
+318846,Special Effects Coordinator,Drew Jiritano
+318846,Makeup Department Head,Julie Hewett
+318846,Set Designer,Jann Engel
+318846,Visual Effects Supervisor,Richard Bluff
+318846,Supervising Sound Editor,Becky Sullivan
+318846,Digital Intermediate,Vanessa Galvez
+318846,Property Master,Mychael Bates
+318846,Camera Operator,Josh Medak
+318846,Makeup Artist,Jillian Erickson
+318846,Makeup Artist,Pamela S. Westmore
+318846,Script Supervisor,Cate Hardman
+318846,Key Hair Stylist,Sarah Stamp
+318846,Leadman,Joe Bergman
+318846,Co-Producer,Robyn Wholey
+318846,Makeup Artist,Louise McCarthy
+26320,Director,Ang Lee
+26320,Producer,James Schamus
+26320,Editor,Tim Squyres
+26320,Director of Photography,Eric Gautier
+26320,Sound Effects Editor,Wyatt Sprague
+26320,Producer,David Lee
+26320,Sound Re-Recording Mixer,Reilly Steele
+26320,Supervising Sound Editor,Philip Stockton
+26320,Unit Publicist,James Ferrera
+14292,Director,Gavin O'Connor
+14292,Author,Eric Guggenheim
+924,Screenplay,George A. Romero
+924,Production Design,Andrew Neskoromny
+924,Prosthetic Supervisor,Barney Burman
+924,Producer,Richard P. Rubinstein
+924,Director,Zack Snyder
+924,Producer,Marc Abraham
+924,Producer,Eric Newman
+924,Set Decoration,Steve Shewchuk
+924,Stunts,Nick Alachiotis
+924,ADR Voice Casting,Caitlin McKenna-Wilkinson
+924,Costume Supervisor,Frank Alexander
+924,Hairstylist,RaMona Fleetwood
+924,Set Costumer,Jasmina Vasileva
+924,Key Makeup Artist,Jo-Ann MacNeil
+924,Sound mixer,Chris Jenkins
+924,Choreographer,Damon Caro
+924,Stunt Coordinator,Damon Caro
+924,Musician,Derek Leininger
+924,Sound Editor,Jay Wilkinson
+924,Dialogue Editor,Benjamin Beardwood
+924,Property Master,Ron Hewitt
+924,Underwater Camera,Brent Robinson
+924,Sound Recordist,Frank Fleming
+924,Visual Effects,Aaron Weintraub
+924,Gaffer,Michael Galbraith
+924,Rigging Gaffer,Tom Starnes
+924,Co-Producer,Michael D. Messina
+924,Second Unit,Clay Staub
+924,Hair Department Head,Diana Ladyshewsky
+924,Key Grip,Mike Kirilenko
+924,Construction Coordinator,James Halpenny
+924,Production Sound Mixer,John J. Thomson
+924,Assistant Costume Designer,Natalie Bronfman
+924,Set Designer,Kim Karon
+924,Post Production Assistant,Jeff Schweikart
+924,Set Production Assistant,Terrence B. Zinn
+924,Technical Supervisor,Mark Chong
+924,Pyrotechnic Supervisor,Arthur Langevin
+924,Grip,William Engel
+924,First Assistant Director,Peter D. Marshall
+924,Second Assistant Director,Eric S. Potechin
+924,Visual Effects Designer,Patrick Coffey
+2018,Director of Photography,Julio Macat
+2018,Production Design,Bob Ziembicki
+2018,Producer,Peter Abrams
+2018,Director,Adam Shankman
+2018,Producer,Jennifer Gibgot
+2018,Costume Design,Pamela Withers
+192577,Director,Shinji Aramaki
+192577,Screenplay,Kiyoto Takeuchi
+192577,Screenplay,Harutoshi Fukui
+9428,Writer,Owen Wilson
+9428,Executive Producer,Rudd Simmons
+9428,Director,Wes Anderson
+9428,Writer,Wes Anderson
+9428,Producer,Barry Mendel
+9428,Original Music Composer,Mark Mothersbaugh
+9428,Supervising Sound Editor,Robert Hein
+9428,Costume Design,Karen Patch
+9428,Sound Re-Recording Mixer,Peter Waggoner
+9428,Transportation Co-Captain,Timothy Shannon
+2832,Original Music Composer,Alan Silvestri
+2832,Director,James Mangold
+2832,Set Decoration,Cindy Carr
+2832,Executive Producer,Stuart M. Besser
+2832,Costume Design,Arianne Phillips
+2832,Visual Effects Supervisor,Robert Stromberg
+2832,Key Hair Stylist,Katharine Kremp
+137093,Director,Jon Turteltaub
+137093,Producer,Joseph Drake
+137093,Director of Photography,David Hennings
+699,Original Music Composer,Monty Norman
+699,Director of Photography,Alan Hume
+699,Director,John Glen
+699,Casting,Maude Spector
+699,Costume Design,Elizabeth Waller
+699,Screenplay,Michael G. Wilson
+9778,Music,Alan Silvestri
+9778,Art Direction,Tracey Gallacher
+9778,Director,Peter Chelsom
+9778,Costume Design,Mary Claire Hannan
+9778,Makeup Artist,Carla White
+9778,Art Department Coordinator,Dusty Reeves
+8831,Producer,Sam Raimi
+8831,Executive Producer,Mike Richardson
+8831,Director,Peter Hyams
+8831,Casting,Penny Perry
+9398,Storyboard,John Davis
+9398,Producer,Scott Rudin
+9398,Original Music Composer,David Arnold
+9398,Director,Ben Stiller
+9398,Casting,Juel Bestrop
+9398,Editor,Greg Hayden
+9398,Producer,Stuart Cornfeld
+9398,Hair Designer,Alan D'Angerio
+9398,Music Supervisor,Randall Poster
+9398,Casting,Kathleen Chopin
+9398,Orchestrator,Nicholas Dodd
+9398,Characters,Drake Sather
+9398,Executive Producer,Joel Gallen
+9398,Casting Associate,Blythe Cappello
+9398,Stunt Coordinator,Brad Martin
+9398,Supervising Sound Editor,Robert Grieve
+9398,Script Supervisor,Eva Z. Cabrera
+9398,Assistant Art Director,Kyung W. Chang
+9398,Makeup Designer,Naomi Donne
+9398,Dolby Consultant,Thom 'Coach' Ehle
+9398,Sound Recordist,Bill Meadows
+9398,Color Timer,Dennis McNeill
+9398,Security,Wayne Petrucelli
+9398,Location Scout,Guy Efrat
+9398,Set Dressing Artist,Wayne Brackett
+9398,Wigmaker,Jessica Marshall
+9398,Carpenter,Scott Gertsen
+9398,Craft Service,Kendra Levenberg
+9398,Property Master,Peter S. Clarke
+9398,Transportation Coordinator,Michael Merrick
+112949,Director,Lasse Hallström
+112949,Screenplay,Dana Stevens
+112949,Director of Photography,Terry Stacey
+112949,Original Music Composer,Deborah Lurie
+112949,Novel,Nicholas Sparks
+112949,Screenplay,Gage Lansky
+10439,Director of Photography,Hiro Narita
+10439,Director,Kenny Ortega
+3638,Director of Photography,Stuart Dryburgh
+3638,Director,Scott Hicks
+3638,Editor,Pip Karmel
+3638,Costume Design,Melissa Toth
+23483,Director,Matthew Vaughn
+23483,Director of Photography,Ben Davis
+23483,Original Music Composer,Ilan Eshkeri
+23483,Executive Producer,Stephen Marks
+23483,Production Design,Russell De Rozario
+23483,Comic Book,Mark Millar
+23483,Original Music Composer,Henry Jackman
+23483,Executive Producer,Jeremy Kleiner
+23483,Executive Producer,Pierre Lagrange
+23483,Music Editor,Christoph Bauschinger
+23483,Costume Supervisor,Nicole Young
+23483,Supervising Sound Editor,Danny Sheehan
+23483,Dialogue Editor,Gavin Rose
+23483,Music Editor,Andy Richards
+23483,Still Photographer,Daniel Smith
+62206,Director,Ruben Fleischer
+10577,Original Music Composer,Marco Beltrami
+10577,Executive Producer,Wes Craven
+10577,Production Design,Carol Spier
+10577,Director,Patrick Lussier
+10577,Editor,Peter Devaney Flanagan
+10577,Costume Supervisor,Linda Gardar
+10577,Art Department Coordinator,Mary Frances Eglin
+10577,Assistant Costume Designer,Brenda Gilles
+10577,Casting Associate,Courtney Gross
+218778,Unit Production Manager,Philip Steuer
+218778,Editor,Pamela Martin
+218778,Producer,Shawn Levy
+218778,Makeup Department Head,Deborah La Mia Denaver
+218778,Choreographer,Christine Lakin
+218778,Director of Photography,Terry Stacey
+218778,Director,Miguel Arteta
+218778,Producer,Lisa Henson
+218778,Unit Publicist,Ernie Malik
+218778,Still Photographer,Dale Robinette
+218778,Boom Operator,Knox White
+218778,Supervising Sound Editor,Andrew DeCristofaro
+218778,Screenplay,Rob Lieber
+218778,Set Costumer,Aimee McCue
+218778,Associate Producer,Will Rack
+218778,Sound Re-Recording Mixer,Myron Nettinga
+218778,Script Supervisor,Rebecca Robertson
+218778,Hair Department Head,Shandra Page
+218778,Picture Car Coordinator,Marty Osborne
+218778,Hairstylist,Teressa Hill
+218778,Color Timer,Dan Muscarella
+218778,Hairstylist,Andrea Jackson
+218778,Visual Effects Producer,Amol Parulekar
+4348,Producer,Eric Fellner
+4348,Producer,Paul Webster
+4348,Director of Photography,Roman Osin
+4348,Director,Joe Wright
+4348,Screenplay,Deborah Moggach
+4348,Production Design,Sarah Greenwood
+4348,Art Direction,Nick Gottschalk
+78,Additional Photography,Brian Tufano
+78,Director,Ridley Scott
+78,Producer,Michael Deeley
+78,Screenplay,Hampton Fancher
+78,Director of Photography,Jordan Cronenweth
+78,Original Music Composer,Vangelis
+78,Casting,Mike Fenton
+78,Editor,Marsha Nakashima
+78,Stunt Coordinator,Gary Combs
+78,Construction Coordinator,James F. Orendorff
+78,Property Master,Terry E. Lewis
+78,Camera Operator,Dick Colean
+11780,Editor,Peter Honess
+11780,Director,Michael Caton-Jones
+192102,Story,Luc Besson
+192102,Director,McG
+192102,Screenplay,Adi Hasak
+192102,Producer,Adi Hasak
+192102,Production Design,Sébastien Inizan
+192102,Costume Supervisor,Momirka Bailovic
+192102,Production Design,Jeremy Cassells
+192102,Art Direction,Natalie Weinmann
+192102,Music Editor,Samuel Potin
+192102,Gaffer,Gregory Fromentin
+192102,Set Designer,Ryan Garton
+192102,Assistant Art Director,Stephanie Laurent Delarue
+192102,Property Master,Eddie Grisco
+192102,Foley,Daniel Gries
+192102,Music Editor,Mike Flicker
+192102,Location Manager,Marija Markovic
+2001,Original Music Composer,Wojciech Kilar
+2001,Producer,Nick Wechsler
+2001,Director of Photography,Joaquín Baca-Asay
+2001,Director,James Gray
+2001,Producer,Marc Butan
+2001,Production Design,Ford Wheeler
+2001,Executive Producer,Mark Cuban
+2001,Executive Producer,Anthony Katagas
+2001,Co-Producer,Mike Upton
+2001,Location Scout,Jimmy Price
+2001,Script Supervisor,Rebecca Fulton
+2001,Costume Design,Michael Clancy
+2001,Production Coordinator,Kerin Ferallo
+2001,Location Manager,Gayle Vangrofsky
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+13092,Screenplay,Peter Straughan
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+10024,Screenplay,Nick Cassavetes
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+10024,Executive Producer,Mark Kaufman
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+13490,Director,Malcolm D. Lee
+15927,Director,David Lean
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+5125,Producer,Michael Sugar
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+5125,Casting,Kate Dowd
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+245,Director,Chris Weitz
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+9825,Casting,Lisa Beach
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+9825,Stunts,Corry Glass
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+186,Director,Paul McGuigan
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+61891,Director,Roland Emmerich
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+12783,Editor,Masahiro Hirakubo
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+42807,Director,Richard Linklater
+28355,Sound Effects Editor,Doug Jackson
+28355,Director of Photography,Hagen Bogdanski
+28355,Director,Christian Alvart
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+28355,Production Manager,Wayne Bennett
+28355,Producer,Scott Thaler
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+28355,Visual Effects Editor,Collette Nunes
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+28355,Visual Effects Producer,Shauna Bryn
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+8080,Casting,Deborah Aquila
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+5126,Director,Menno Meyjes
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+56288,Director,Robert Rodriguez
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+303858,Director,Jodie Foster
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+16617,Co-Executive Producer,Harvey Weinstein
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+37028,Director,Kenneth Branagh
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+169917,Production Accountant,James Hinton
+951,Producer,Brian Grazer
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+951,Producer,Ivan Reitman
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+9454,Casting,Priscilla John
+9454,Director of Photography,Andrew Dunn
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+1551,Director,Joel Schumacher
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+11460,Makeup Artist,June Brickman
+11460,Makeup Artist,Cynthia Barr
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+9358,Casting,John Papsidera
+9358,Director,David R. Ellis
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+9358,Foley,James Moriana
+9358,Still Photographer,Shane Harvey
+9358,Dialogue Editor,Michael Hertlein
+9358,Helicopter Camera,Hans Bjerno
+9358,Visual Effects Supervisor,Joe Bauer
+9358,Set Costumer,Sondra Durksen
+9358,Second Unit Cinematographer,Don McCuaig
+9358,Unit Publicist,Barbara Chomos
+9358,Visual Effects Supervisor,Reid Paul
+9358,Hairstylist,Susan Boyd
+9358,Makeup Artist,Debbie Vandelaar
+9358,Construction Coordinator,Dave Conway
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+9358,Scenic Artist,Susie Cowley
+9358,Scenic Artist,Bruce Frankel
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+9358,Scenic Artist,Rob Wagner
+9358,Visual Effects Producer,Bonnie Kanner
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+9358,First Assistant Editor,Michael A. Webber
+134,Set Decoration,Nancy Haigh
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+134,Editor,Ethan Coen
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+134,Supervising Sound Editor,Skip Lievsay
+134,Sound Re-Recording Mixer,Skip Lievsay
+134,Associate Producer,Robert Graf
+134,Production Sound Mixer,Peter F. Kurland
+134,Dialogue Editor,Philip Stockton
+134,Sound Re-Recording Mixer,Greg Orloff
+22894,Costume Design,Wendy Partridge
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+22894,Producer,Peter Schink
+22894,Producer,Michel Litvak
+22894,Executive Producer,Gary Michael Walters
+22894,Director,Scott Stewart
+22894,Producer,Marc Sadeghi
+22894,Producer,Jonathan Oakes
+134374,Director,Michael Bay
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+134374,Executive Producer,Scott Gardenhour
+134374,Producer,Donald De Line
+134374,Executive Producer,Matthew Cohan
+134374,Director of Photography,Ben Seresin
+1901,Producer,Chris Weitz
+1901,Director,Paul Weitz
+1901,Editor,Myron I. Kerstein
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+1901,Costume Design,Molly Maginnis
+15028,Producer,Gale Anne Hurd
+15028,Editor,Peter E. Berger
+15028,Director,Jonathan Frakes
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+15028,Construction Foreman,Alan Allinger
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+15028,Steadicam Operator,Lawrence Karman
+15028,Transportation Coordinator,Michael Menapace
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+15028,Script Supervisor,Judi Brown
+15028,Unit Publicist,David Mortimer
+11509,Director of Photography,John Bailey
+11509,Director,Lawrence Kasdan
+11509,Executive Producer,Michael Grillo
+7445,Writer,Anders Thomas Jensen
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+7445,Executive Producer,Zach Schiff-Abrams
+7445,Executive Producer,Scott Fischer
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+7445,Studio Teachers,Jerie McBride
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+7445,Sound Effects Editor,Phil Barrie
+7445,Sound Re-Recording Mixer,Phil Barrie
+7445,Camera Operator,Ralph Watson
+7445,Costume Design,Nina Hallworth
+7445,Location Manager,Hilton Clay Peres
+17047,Director,Kevin Allen
+17047,Writer,Don Rhymer
+62838,Director,Garry Marshall
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+70436,Executive Producer,Glen Basner
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+31640,Executive Producer,Bernard Williams
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+31640,Director,Bob Rafelson
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+31640,Sound Effects Editor,Chuck Michael
+31640,Production Supervisor,Kathleen M. Courtney
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+31640,First Assistant Editor,Scot Scalise
+31640,Dialogue Editor,Douglas Murray
+31640,Still Photographer,Glenn Watson
+31640,Hairstylist,Donna Battersby Greene
+31640,Production Coordinator,Elayne Schneiderman
+31640,Boom Operator,Scott Warren
+31640,Dialogue Editor,Sukey Fontelieu
+31640,Sound Re-Recording Mixer,Rick Hart
+31640,Location Manager,Valerie Schields
+9092,Costume Design,Charles Knode
+9092,Executive Producer,Ted Field
+9092,Original Music Composer,John Ottman
+9092,ADR & Dubbing,Victoria Rose Sampson
+9092,Casting,Linda Lowy
+9092,Casting,Simone Reynolds
+9092,Director,Michael Cohn
+9092,Casting Associate,John Brace
+9092,Visual Effects Supervisor,Ernest D. Farino
+9092,Camera Operator,Mike Roberts
+9092,Still Photographer,Simon Mein
+9092,Assistant Costume Designer,Stewart Meachem
+9092,Hairstylist,Francesca Crowder
+9092,Gaffer,Micky Brown
+9092,Assistant Art Director,Josef Feinermann
+2779,Casting,Juliet Taylor
+2779,Director,Woody Allen
+2779,Executive Producer,Stephen Tenenbaum
+2779,Producer,Helen Robin
+2779,Costume Design,Suzanne McCabe
+316002,Art Direction,Dennis Bradford
+316002,Director,David O. Russell
+316002,Screenplay,Kristin Gore
+316002,Director,Stephen Greene
+36355,Director,Alan Shapiro
+238615,Set Decoration,Cindy Carr
+238615,Set Decoration,Debra Schutt
+238615,Art Direction,Tim Beach
+238615,Production Design,Tom Foden
+238615,Director,Tarsem Singh
+238615,Line Producer,David Pomier
+238615,Costume Supervisor,Andree Fortier
+238615,Sound Re-Recording Mixer,Steven Ticknor
+238615,Supervising Sound Editor,Robert L. Sephton
+238615,Key Hair Stylist,Carl G. Variste
+238615,Dialogue Editor,James Morioka
+238615,Set Costumer,Megan Richardson
+238615,Music Editor,Rick Nelson
+238615,Sound Recordist,Jason Rhein
+238615,Music Director,Jason Rhein
+238615,Sound Effects Editor,Joe Iemola
+1985,Executive Producer,Robert Jones
+1985,Director,Fernando Meirelles
+1985,Executive Producer,Donald Ranvaud
+1985,Screenplay,Jeffrey Caine
+1985,Stunt Coordinator,Armin Sauer
+1985,Editor,Claire Simpson
+1985,Foley,Nicolas Becker
+1985,Producer,Thierry Potok
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+1985,Executive Producer,Julia Blackman
+1985,Supervising Art Director,Chris Lowe
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+1985,Camera Operator,Ergun Cankaya
+1985,Foley,Sam Southwick
+1985,Property Master,Chris Lightburn-Jones
+1985,Property Master,Nick Thomas
+1985,Transportation Coordinator,Waseem Barlas
+1985,Script Supervisor,Susanna Lenton
+1985,Sound Re-Recording Mixer,Mike Prestwood Smith
+1985,Camera Operator,Alastair Rae
+1985,Rigging Gaffer,William Tracey
+1985,Location Manager,Bernard Gathogo
+1985,Location Manager,Jonah Coombes
+615,Director,Mel Gibson
+615,Producer,Bruce Davey
+615,Screenplay,Benedict Fitzgerald
+615,Set Decoration,Carlo Gervasi
+615,Unit Production Manager,Vito Colazzo
+615,Foley,Vincent Guisetti
+615,Sound Editor,Scott G.G. Haller
+615,Sound Designer,Matt Temple
+615,Special Effects,Renato Agostini
+615,Color Timer,Steve Bowen
+615,Special Effects Coordinator,Daniel Acon
+615,Visual Effects Designer,Keith VanderLaan
+615,Key Hair Stylist,Maria Teresa Corridoni
+615,Music Supervisor,Peter Afterman
+615,Orchestrator,Jeff Atmajian
+615,Translator,William J. Fulco
+615,Sound Effects Editor,Scott A. Jennings
+615,Assistant Art Director,Giulia Chiara Crugnola
+615,Digital Effects Supervisor,Anthony 'Max' Ivins
+615,Casting Assistant,Michela Forbicioni
+615,Sound Recordist,Sean Landeros
+615,Unit Manager,Federico Foti
+615,Manager of Operations,Christopher Edwards
+615,Art Department Coordinator,Daria Montagni
+615,Greensman,Davide Franconieri
+615,Key Grip,Alberto Emidi
+615,Assistant Costume Designer,Giuseppe Avallone
+615,Key Set Costumer,Marina Roberti
+615,Driver,Fabio Orfanó
+615,Set Production Assistant,Anna Cannella
+615,Production Accountant,Giorgio Catalano
+615,Musician,Mehrdad Arabi
+788,Production Design,Angelo P. Graham
+788,Original Music Composer,Howard Shore
+788,Director of Photography,Donald McAlpine
+788,Editor,Raja Gosnell
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+788,Casting,Jane Jenkins
+788,Director,Chris Columbus
+788,Screenplay,Randi Mayem Singer
+788,Executive Producer,Matthew Rushton
+788,Associate Producer,Paula DuPré Pesmen
+788,Producer,Joan Bradshaw
+380,Set Decoration,Linda DeScenna
+380,Sound Designer,Richard Beggs
+380,Executive Producer,Jon Peters
+380,Director,Barry Levinson
+380,Associate Producer,Gail Mutrux
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+380,Sound Mixer,Richard Bryce Goodman
+380,Camera Operator,Kenneth Zunder
+380,Unit Publicist,Ellen Pasternack
+380,Still Photographer,Stephen Vaughan
+380,Location Manager,Robin Citrin
+380,Color Timer,Dale E. Grahn
+380,Music Supervisor,Allan Mason
+380,Sound Editor,Hal Sanders
+380,Sound Editor,Bruce Lacey
+13223,Director,Clint Eastwood
+13223,Producer,Clint Eastwood
+13223,Director of Photography,Tom Stern
+13223,Costume Design,Deborah Hopper
+13223,Art Direction,John Warnke
+13223,Producer,Robert Lorenz
+13223,Original Music Composer,Michael Stevens
+13223,Executive Producer,Tim Moore
+13223,Screenplay,Nick Schenk
+13223,Hairstylist,Carol A. O'Connell
+13223,Casting Associate,Geoffrey Miclat
+13223,Color Timer,Kurt Smith
+13223,Music Editor,Daniel J. Johnson
+13223,Music Editor,Chris McGeary
+13223,Hairstylist,Janice Alexander
+13223,Hairstylist,Kevin J Edwards
+13223,Construction Coordinator,Michael Muscarella
+13223,Makeup Artist,Louise Holoday
+13223,Location Manager,Patrick Mignano
+13223,Story,Dave Johannson
+10523,Director,Oliver Stone
+8681,Producer,Luc Besson
+8681,Casting,Nathalie Cheron
+8681,Producer,Pierre-Ange Le Pogam
+8681,Director,Pierre Morel
+8681,Production Design,Hugues Tissandier
+8681,Stunts,Affif Ben Badra
+8681,Director of Photography,Michel Abramowicz
+8681,Costume Supervisor,Betsy Glick
+8681,Stunts,Carlos Bonelli
+239571,Director,Michael Hoffman
+239571,Writer,Michael Hoffman
+619,Set Decoration,Lisa Dean
+619,Director,Mick Jackson
+619,Production Manager,Helen Pollak
+619,Sound Re-Recording Mixer,Greg P. Russell
+619,Property Master,Robin L. Miller
+619,Special Effects Coordinator,Burt Dalton
+619,Makeup Artist,Francisco X. Pérez
+619,Steadicam Operator,P. Scott Sakamoto
+619,Sound Re-Recording Mixer,Robert J. Litt
+619,Script Supervisor,Karen Golden
+619,Camera Operator,Steven H. Smith
+619,Lighting Technician,Paul Ary
+424,Director,Steven Spielberg
+424,Producer,Steven Spielberg
+424,Casting,Juliet Taylor
+424,Screenplay,Steven Zaillian
+424,Novel,Thomas Keneally
+424,Casting,Tova Cypin
+424,Costume Design,Anna B. Sheppard
+424,Supervising Sound Editor,Charles L. Campbell
+424,Foley,Ellen Heuer
+424,Foley,Alicia Stevenson
+424,Casting,Lucky Englander
+424,Casting,Magdalena Szwarcbart
+424,Construction Coordinator,Waldemar Weiss
+424,Unit Publicist,Anne Marie Stein
+50014,Casting,Kerry Barden
+50014,Director of Photography,Stephen Goldblatt
+50014,Executive Producer,Mark Radcliffe
+50014,Digital Intermediate,Curtis Lindersmith
+50014,Editor,Hughes Winborne
+50014,Executive Producer,Jeff Skoll
+50014,Director,Tate Taylor
+50014,Executive Producer,Mohamed Khalaf Al-Mazrouei
+50014,Art Direction,Curt Beech
+50014,Set Decoration,Rena DeAngelo
+50014,Sound Re-Recording Mixer,Scott Millan
+50014,Stunts,Jwaundace Candece
+50014,Wigmaker,Natasha Ladek
+50014,Hair Department Head,Camille Friend
+50014,Production Coordinator,Russell Allen
+50014,Script Supervisor,Cate Hardman
+50014,Executive Producer,L. Dean Jones Jr.
+50014,Music Supervisor,Jennifer Hawks
+50014,Supervising Sound Editor,Dennis Drummond
+50014,Lighting Technician,Colin J. Campbell
+50014,Electrician,Shawn Torge
+50014,Grip,Khris Bennett
+162903,Director,Bill Condon
+11024,Director,Raja Gosnell
+11024,Casting,Mary Vernieu
+11024,Original Music Composer,David Newman
+11024,Supervising Art Director,Shepherd Frankel
+11024,Characters,Joseph Barbera
+11024,Co-Producer,James Gunn
+11024,Makeup Artist,Gitte Axen
+11024,Executive Producer,Brent O'Connor
+11024,Art Direction,Don MacAulay
+11024,Sound Effects Editor,Kerry Ann Carmean
+11024,Dolby Consultant,Mark Kenna
+11024,Production Manager,Charles Lyall
+11024,Music Editor,Markus Czyzewski
+11024,Associate Producer,Richard Cowan
+11024,Set Dressing Artist,Perry Battista
+11024,Set Costumer,Luisa Dalmagro
+11024,Publicist,Julia Frittaion
+11024,Steadicam Operator,Dan Mannix
+11024,Visual Effects Producer,Stephanie Allen
+11024,CGI Supervisor,Michael Shand
+11024,3D Supervisor,Conrad Dueck
+11024,Animation,Angie Jones
+11024,Animation,Andrew Arnett
+11024,Animation,Steve Cady
+11024,Animation,Matt Williames
+11024,Executive In Charge Of Post Production,Daniel R. Chavez
+11024,Creature Design,Benton Jew
+11024,Sound Engineer,Jeff Glueck
+11024,Transportation Captain,Steve Ellis
+11024,Chef,Dwane McIsaac
+11024,Choreographer,Anne Fletcher
+11024,Craft Service,Jim Rankin
+11024,Post Production Supervisor,Joan Kelley Bierman
+11024,Systems Administrators & Support,Steve Linn
+11024,Transportation Coordinator,Peter Huff
+11024,Production Accountant,Mandy Butler
+11024,Production Coordinator,Juliet Verni
+11024,Special Effects Supervisor,Mike Splatt
+11024,Storyboard,Brom
+208763,Director,Oleg Stepchenko
+208763,Producer,Oleg Teterin
+6466,Set Decoration,Rose Marie McSherry
+6466,Director,Ronny Yu
+6466,Executive Producer,Stokely Chaffin
+6466,Characters,Victor Miller
+6466,Second Unit Cinematographer,Robert McLachlan
+6466,Assistant Production Manager,Bruce Mahler
+6466,Assistant Property Master,Gillian Goodman
+6466,Rigging Gaffer,Dennis Jones
+6466,Chief Lighting Technician,Stephen Jackson
+6466,Camera Operator,Julian Chojnacki
+6466,Special Effects Coordinator,Wayne Beauchamp
+6466,ADR Editor,Kimaree Long
+6466,Production Controller,Jonathan Davidson
+6466,Musician,Robert Revell
+6466,Property Master,Graham Coutts
+6466,Prosthetic Supervisor,Jamie Salmon
+6466,Sound Effects Editor,Paul Menichini
+6466,Continuity,Christine Lalande
+6466,Gaffer,Michael Ambrose
+6466,First Assistant Editor,James Durante
+6466,Camera Department Manager,Tyler Allison
+6466,Animation,Gary Hebert
+6466,Grip,Joe Aleck
+6466,Digital Effects Supervisor,Alyssa Fong
+6466,3D Supervisor,Jeffrey Edward Baksinski
+6466,First Assistant Camera,Dan Henshaw
+6466,Set Dresser,Adam Catt
+6466,Driver,Kelly Cramb
+6466,Production Coordinator,Clark Candy
+6466,Executive in Charge of Finance,Paul Prokop
+6466,Assistant Production Coordinator,Bliss McDonald
+6466,Roto Supervisor,Lea Lambert
+254024,Director,Michael Winterbottom
+254024,Music,Harry Escott
+254024,Director of Photography,Hubert Taczanowski
+254024,Costume Design,Daniela Ciancio
+254024,Novel,Barbie Latza Nadeau
+12589,Editor,Gregory Perler
+12589,Screenplay,John A. Davis
+12589,Director,John A. Davis
+12589,Producer,John A. Davis
+12589,Executive Producer,Julia Pistor
+12589,Producer,Albie Hecht
+12589,Director of Photography,Steve Kolbe
+7191,Art Direction,Doug J. Meerdink
+7191,Foley,Andy Malcolm
+7191,Director,Matt Reeves
+7191,Visual Effects Editor,Steve R. Moore
+7191,Producer,David Baronoff
+7191,Animation Supervisor,Tom Gibbons
+7191,Costume Supervisor,Robert Q. Mathews
+7191,Sound Designer,Douglas Murray
+7191,Supervising Sound Editor,Douglas Murray
+7191,Transportation Coordinator,James Lowder
+7191,Set Designer,George Lee
+7191,Hairstylist,Lori McCoy-Bell
+7191,Music Editor,Stephanie Lowry
+7191,Hairstylist,Frank Vazquez
+7191,Set Designer,Jane Wuu
+7191,Scenic Artist,Charles Kern
+7191,Sound Effects Editor,Luke Dunn Gielmuda
+7191,Visual Effects Supervisor,Kevin Blank
+7191,CG Supervisor,Russell Darling
+7191,Visual Effects Editor,Jennifer Hutcheon
+7191,Visual Effects Producer,Sarah Coatts
+7191,Digital Intermediate,Des Carey
+7191,Digital Intermediate,Missy Papageorge
+7191,Assistant Editor,Kris Cole
+1497,Original Music Composer,John Du Prez
+1497,Production Design,Roy Forge Smith
+1497,Characters,Kevin Eastman
+1497,Characters,Peter Laird
+1497,Director,Michael Pressman
+1497,Writer,Todd W. Langen
+117,Director,Brian De Palma
+117,Writer,David Mamet
+117,Novel,Oscar Fraley
+117,Art Direction,William A. Elliott
+117,Assistant Director,Joe Napolitano
+117,Associate Producer,Raymond Hartwick
+117,Unit Production Manager,Raymond Hartwick
+117,Special Effects Coordinator,Allen Hall
+117,Grip,Kelly R. Borisy
+117,Assistant Director,Richard Patrick
+117,Music Supervisor,Emile Charlap
+6977,Set Decoration,Nancy Haigh
+6977,Director,Joel Coen
+6977,Director,Ethan Coen
+6977,Editor,Ethan Coen
+6977,Original Music Composer,Carter Burwell
+6977,Production Design,Jess Gonchor
+6977,Producer,David Diliberto
+6977,Art Department Coordinator,Roberta Marquez Seret
+6977,Art Direction,John P. Goldsmith
+6977,Stunt Coordinator,Jery Hewitt
+6977,Costume Supervisor,Lori DeLapp
+6977,Sound Re-Recording Mixer,Greg Orloff
+6977,Production Coordinator,Rachael Lin Gallaghan
+168530,Editor,Craig Alpert
+168530,Producer,Ice Cube
+168530,Director,Tim Story
+168530,Screenplay,Matt Manfredi
+168530,Production Design,Chris Cornwell
+168530,Executive Producer,Nicolas Stern
+634,Producer,Eric Fellner
+634,Casting,Michelle Guish
+634,Costume Design,Rachael Fleming
+634,Production Supervisor,Brian Donovan
+634,Executive Producer,Helen Fielding
+634,Screenplay,Helen Fielding
+634,Producer,Jonathan Cavendish
+634,Director,Sharon Maguire
+634,Makeup Artist,Carmel Jackson
+634,Sound Re-Recording Mixer,John Hayward
+634,Set Decoration Buyer,Fergus Clegg
+634,Assistant Art Director,Paul Inglis
+634,Art Direction,Paul Cross
+634,Boom Operator,Tony Bell
+634,Assistant Costume Designer,Stephen Noble
+634,Visual Effects Supervisor,Frazer Churchill
+634,Post Production Supervisor,Jeanette Haley
+634,Steadicam Operator,Peter Robertson
+634,Continuity,Laura Gwynne
+634,Script Supervisor,Pat Rambaut
+634,Visual Effects Producer,Matthew Holben
+634,Digital Effects Supervisor,Colin Laski
+634,Songs,Andy Richards
+634,Art Department Assistant,Andrea Couch
+634,Camera Operator,Darren De'Ath
+634,Helicopter Camera,Marc Wolff
+634,Color Timer,Peter Hunt
+634,Electrician,Chris Gilbertson
+634,Production Accountant,Wendy Ellerker
+634,Grip,Malcolm Beale
+392,Executive Producer,Harvey Weinstein
+392,Original Music Composer,Rachel Portman
+392,Director,Lasse Hallström
+392,Screenplay,Robert Nelson Jacobs
+392,Producer,Leslie Holleran
+392,Editor,Andrew Mondshein
+392,Art Direction,Lucy Richardson
+392,Set Decoration,Stephanie McMillan
+392,Makeup Artist,Christine Beveridge
+392,Sound Designer,Kyrsten Mate
+392,Still Photographer,David Appleby
+392,Art Department Coordinator,Shirley Robinson
+10327,Editor,Peter Teschner
+10327,Director,Charles Herman-Wurmfeld
+88042,Art Direction,John R. Jensen
+88042,Director,Andy Fickman
+41630,Music,John Debney
+41630,Executive Producer,Roger Birnbaum
+41630,Production Design,Ida Random
+41630,Director,Ivan Reitman
+41630,Casting,Joanna Colbert
+41630,Producer,Joe Medjuck
+41630,Set Decoration,Danielle Berman
+41630,Still Photographer,Dale Robinette
+41630,Screenplay,Elizabeth Meriwether
+41630,Art Direction,Greg Berry
+41630,Co-Executive Producer,Lisa Bruce
+41630,Sound Effects Editor,Nancy MacLeod
+41630,Set Designer,Anshuman Prasad
+41630,Art Department Coordinator,Wendy Means
+41630,Dialogue Editor,Larry Kemp
+41630,Music Editor,Brent Brooks
+41630,Assistant Costume Designer,Ken Van Duyne
+41630,Choreographer,Marguerite Pomerhn Derricks
+41630,Production Coordinator,Susan Dukow
+41630,Second Assistant Director,Christina Fong
+41630,Assistant Sound Editor,Tricia Linklater
+11969,Editor,Frank J. Urioste
+11969,Special Effects Coordinator,Dale L. Martin
+11969,Foley,Zane D. Bruce
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+11969,Art Direction,Chris Gorak
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+11969,Dialogue Editor,Michael Magill
+11969,Property Master,Steven B. Melton
+11969,Art Department Coordinator,Donna Colón
+11969,Property Master,Michael Courville
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+11969,Camera Operator,Kristin R. Glover
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+11969,Music Editor,Patricia Carlin
+11969,Script Supervisor,Sibylle Alridge
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+2085,Original Music Composer,Stanley Clarke
+2085,Director,Andrzej Bartkowiak
+2085,Screenplay,John Jarrell
+794,Director of Photography,Gilbert Taylor
+794,Original Music Composer,Jerry Goldsmith
+794,Director,Richard Donner
+794,Producer,Harvey Bernhard
+794,Producer,Charles Orme
+794,Screenplay,David Seltzer
+794,Art Direction,Carmen Dillon
+794,Hairstylist,Patricia McDermott
+794,Assistant Editor,Chris Ridsdale
+794,Assistant Director,David Tomblin
+794,Other,Elaine Schreyeck
+794,Electrician,Peter Bloor
+9286,Casting,Heike Brandstatter
+9286,Production Design,Mark S. Freeborn
+9286,Producer,Glenn Morgan
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+9286,Construction Coordinator,Mike Rennison
+9286,Director,James Wong
+9286,Director of Photography,Robert McLachlan
+9286,Assistant Art Director,Catherine Ircha
+9286,Still Photographer,Shane Harvey
+9286,Costume Supervisor,Hisami Yamamoto
+9286,Visual Effects Supervisor,Ariel Velasco-Shaw
+9286,Camera Operator,Casey Hotchkiss
+9286,Hairstylist,Debra Wiebe
+9286,Visual Effects Supervisor,Tim Stevenson
+9286,CG Supervisor,Jason Crosby
+9286,Set Decoration,Mark Lane
+9286,Makeup Artist,Pearl Louie
+9286,Property Master,Brian Epp
+9286,Sculptor,Peter Salmon
+9286,Visual Effects Producer,Matthew Lynch
+9286,Visual Effects Supervisor,Etienne Daigle
+9286,Visual Effects Supervisor,Cristin Pescosolido
+9286,Additional Camera,Glen A. Dickson
+9286,Rigging Gaffer,Gaetan Jalbert
+9286,CG Supervisor,Eric Clement
+77877,Executive Producer,Bruce Berman
+77877,Director,Scott Hicks
+77877,Screenplay,Will Fetters
+1265,Director of Photography,Michael Chapman
+1265,Editor,John Gilbert
+1265,Director,Gábor Csupó
+1265,Screenplay,Jeff Stockwell
+1265,Production Design,Robert Gillies
+866,Art Direction,Peter Russell
+866,Director,Marc Forster
+866,Screenplay,David Magee
+866,Producer,Richard N. Gladstein
+866,Screenplay,Allan Knee
+175555,Director,Tyler Perry
+75174,Visual Effects Producer,Kristen Branan
+75174,Editor,Roger Barton
+75174,Producer,Jules Daly
+75174,Director,Joe Carnahan
+75174,Executive Producer,Spencer Silna
+75174,Producer,Douglas Saylor Jr.
+75174,Construction Coordinator,Charles Leitrants
+75174,Music Editor,Joseph Bonn
+75174,Music Editor,Kirsty Whalley
+75174,Sound Effects Editor,Mark Shnuriwsky
+75174,First Assistant Editor,Brett Schlaman
+11096,Original Music Composer,John Ottman
+11096,Special Effects Coordinator,Steven Kirshoff
+11096,Makeup Department Head,John Caglione Jr.
+11096,Director,John Polson
+11096,Producer,Barry Josephson
+11096,Dialogue Editor,R.J. Kizer
+11096,Sound Re-Recording Mixer,Paul Massey
+11096,Art Direction,Emily Beck
+11096,Set Decoration,Beth Kushnick
+11096,Screenplay,Ari Schlossberg
+11096,Original Music Composer,Barney McAll
+11096,Production Supervisor,Joe Hartwick Jr.
+11096,Production Coordinator,Janice Williams
+11096,Supervising Sound Editor,John A. Larsen
+11096,Camera Operator,Colin Anderson
+11096,Still Photographer,K.C. Bailey
+11096,Visual Effects Supervisor,Cosmas Paul Bolger Jr.
+11096,Camera Operator,Will Arnot
+11096,Key Hair Stylist,Milton Buras
+11096,Sound mixer,Tom Nelson
+8699,Director,Adam McKay
+769,Director,Martin Scorsese
+769,Production Accountant,Todd Arnow
+769,First Assistant Director,Joseph P. Reidy
+769,Supervising Sound Editor,Skip Lievsay
+769,Associate Producer,Bruce S. Pustin
+769,Makeup Artist,Ilona Herman
+769,Script Supervisor,Sheila Paige
+769,Title Designer,Saul Bass
+769,Dialogue Editor,Marissa Littlefield
+769,Makeup Artist,Carl Fullerton
+769,Foley Editor,Bruce Pross
+769,Assistant Sound Editor,Anne Sawyer
+10923,Executive Producer,Jason Alexander
+10923,Screenplay,Scott Alexander
+10923,Screenplay,Larry Karaszewski
+10923,Producer,David Glasser
+10923,Director,Harald Zwart
+10923,Producer,David Nicksay
+10923,Set Designer,Geoff Wallace
+10923,Executive Producer,Danny Gold
+10923,Stunt Coordinator,Scott J. Ateah
+10923,Special Effects Coordinator,Tony Lazarowich
+10923,Music Editor,Shannon Erbe
+10923,Still Photographer,Diyah Pera
+10923,Sound Editor,Robert Getty
+10923,Construction Foreman,Mark Stainthorpe
+11283,Producer,Tim Bevan
+11283,Editor,Nick Moore
+11283,Editor,Justin Krish
+11283,Executive Producer,Liza Chasin
+11283,Director,Kirk Jones
+111,Assistant Director,Jerry Ziesmer
+111,Director,Brian De Palma
+111,Screenplay,Oliver Stone
+111,Production Design,Ferdinando Scarfiotti
+111,Hairstylist,Toni-Ann Walker
+111,Stunts,Glenn R. Wilder
+111,Set Costumer,G. Tony Scarano
+111,Unit Production Manager,Raymond Hartwick
+111,Still Photographer,Sidney Ray Baldwin
+111,ADR & Dubbing,Maurice Schell
+111,Stunts,Scott Wilder
+11676,Director,Steve Oedekerk
+11676,Director of Photography,Donald E. Thorin
+11676,Executive Producer,Louis A. Stroller
+746,Producer,John Daly
+746,Original Music Composer,David Byrne
+746,Director,Bernardo Bertolucci
+746,Producer,Franco Giovale
+746,Art Direction,Gianni Giovagnoni
+746,Art Direction,Maria-Teresa Barbasso
+746,Special Effects,Gino De Rossi
+746,Assistant Director,Biao Wang
+746,Title Graphics,Maurice Binder
+746,Post Production Supervisor,Michael Saxton
+746,Unit Publicist,Ann Tasker
+77866,Producer,Eric Fellner
+77866,Original Music Composer,Clinton Shorter
+77866,Director,Baltasar Kormákur
+77866,Producer,Baltasar Kormákur
+77866,Editor,Elísabet Ronaldsdóttir
+77866,Costume Design,Jenny Eagan
+9416,Director of Photography,Tony Pierce-Roberts
+9416,Director,Brett Ratner
+7345,Director of Photography,Robert Elswit
+7345,Screenplay,Paul Thomas Anderson
+7345,Director,Paul Thomas Anderson
+7345,Producer,JoAnne Sellar
+7345,Production Design,Jack Fisk
+7345,Music Supervisor,Linda Cohen
+7345,Thanks,Mark Graziano
+7345,Art Direction,David Crank
+7345,Still Photographer,François Duhamel
+7345,Lighting Technician,Robby Baumgartner
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+14317,Director,Jeff McGrath
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+14317,Visual Effects,Brice Mallier
+20694,Director,Norton Virgien
+20694,Director,John Eng
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+20694,Visual Effects,Brice Mallier
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+12277,Executive Producer,John Ridley
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+12277,Producer,Michael Jenkinson
+12277,Producer,Damon Lee
+9779,Producer,Denise Di Novi
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+9779,Art Direction,Helen Jarvis
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+9779,Director,Ken Kwapis
+9779,Producer,Andrew A. Kosove
+9779,Executive Producer,Kira Davis
+9779,Executive Producer,Alison Greenspan
+2140,Director of Photography,Thierry Arbogast
+2140,Director,Chris Nahon
+2140,Original Music Composer,Chino XL
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+2140,Casting,Max Morel
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+12620,Executive Producer,Anna Faris
+12620,Director of Photography,Shelly Johnson
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+12620,Producer,Allen Covert
+12620,Producer,Jack Giarraputo
+12620,Writer,Karen McCullah Lutz
+12620,Executive Producer,Kirsten Smith
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+12620,Director,Fred Wolf
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+12620,Stunt Coordinator,Paul Eliopoulos
+14177,Hairstylist,Alfre Woodard
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+198185,Director,Craig Gillespie
+227156,Executive Producer,Ralph Winter
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+10735,Screenplay,Jenny Bicks
+11351,Executive Producer,Francis Ford Coppola
+11351,Set Designer,Scott Herbertson
+11351,Set Decoration,Linda Spheeris
+11351,Director,Victor Salva
+11351,Producer,Tom Luse
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+11351,Executive Visual Effects Producer,Marc Sadeghi
+11351,Property Master,Richard K. Wright
+11351,Makeup Artist,Elvis Jones
+11351,Key Makeup Artist,Elisabeth Fry
+11351,Key Costumer,Claudia Wick
+11351,Supervising Sound Editor,Paul B. Clay
+11351,Digital Compositors,Rainer Gombos
+11351,Dolby Consultant,Trevor Ward
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+11351,Visual Effects Coordinator,Arin Finger
+11351,Script Supervisor,Patricia A. Fullerton
+11351,Orchestrator,Randy Kerber
+11351,First Assistant Camera,Ron Vargas
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+11351,Set Dresser,Zachary Alex
+11351,Loader,Season FauntLeRoy
+11351,Unit Publicist,Maxine Leonard
+11351,Casting Associate,Debbie Rothstein
+11351,Boom Operator,Dan Whiting
+11351,Assistant Sound Editor,Nick Clay
+11351,Visual Effects,YouJin Choung
+11351,Visual Effects Producer,Luke O'Byrne
+11351,Key Grip,Charles John Bukey
+11351,Second Assistant Director,Danny Green
+11351,Animal Coordinator,Catherine Pittman
+11351,CG Animator,Moonsung Lee
+10030,Director,Mark Helfrich
+10030,Casting,Heike Brandstatter
+10030,Casting,Nancy Green-Keyes
+10030,Executive Producer,Ogden Gavanski
+10030,Producer,Barry Katz
+10030,Screenplay,Josh Stolberg
+10030,Producer,Brian Volk-Weiss
+10030,Set Decoration,K.J. Johnson
+10623,Screenplay,John O'Brien
+10623,Director,Andrzej Bartkowiak
+10623,First Assistant Editor,Harold Parker
+590,Director,Stephen Daldry
+590,Director of Photography,Seamus McGarvey
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+9655,Director of Photography,Greg Gardiner
+9655,Editor,Michael Jablow
+9655,Director,Andy Fickman
+9655,Producer,Ewan Leslie
+1268,Director,Steve Bendelack
+1268,Screenplay,Robin Driscoll
+1268,Screenplay,Hamish McColl
+1268,Casting,Nina Gold
+1268,Production Design,Michael Carlin
+1268,Makeup Artist,Irène Jordi
+1268,Makeup Department Head,Frédérique Arguello
+1268,Sound Editor,Gerard Loret
+1268,Visual Effects,Scott Chambers
+1268,Stunt Coordinator,Patrick Cauderlier
+1268,Stunts,Rémi Canaple
+11237,Casting,Justine Baddeley
+11237,Screenplay,Edward Neumeier
+11237,Story,Jack Epps Jr.
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+11237,Screenplay,Michael Miner
+11237,Screenplay,Daniel Zelman
+11237,Director,Dwight H. Little
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+11237,Sound Designer,Kirke Godfrey
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+11237,Music Supervisor,Pilar McCurry
+11237,Software Engineer,John Charles
+11237,Orchestrator,William Boston
+11237,Grip,Ian Bird
+11237,Production Illustrator,Warren Beaton
+11237,First Assistant Camera,Jem Rayner
+11237,Technical Supervisor,Sylvan Dieckmann
+11237,Production Coordinator,Arwen Munro
+11237,First Assistant Sound Editor,William Ward
+11237,Music Editor,Linda Murdoch
+11237,Digital Compositors,Marten Blumen
+190955,Set Decoration,Heather Loeffler
+190955,Director,Guillaume Canet
+190955,Production Design,Ford Wheeler
+190955,Producer,Alain Attal
+190955,Director of Photography,Christophe Offenstein
+190955,Producer,Hugo Sélignac
+190955,Still Photographer,Atsushi Nishijima
+190955,Art Direction,Henry Dunn
+190955,Set Decoration,Cherish M. Hale
+190955,Assistant Art Director,Bobby Berg
+190955,Leadman,David Scott Gagnon
+190955,Sound Re-Recording Mixer,Vincent Cosson
+190955,Costume Supervisor,Tracey Phillips-Boone
+190955,Script Supervisor,Diane Hounsell
+190955,Visual Effects Editor,Pacini Kevin
+190955,Set Costumer,Richard A. Zimmer
+5123,Director of Photography,John Mathieson
+5123,Unit Production Manager,Robert Greenhut
+5123,Original Music Composer,Mark Mancina
+5123,Director,Kirsten Sheridan
+5123,Set Decoration,Carol Silverman
+5123,Costume Design,Frank L. Fleming
+5123,Casting Associate,Kate Bulpitt
+5123,Location Scout,Cesar Quinones
+5123,Casting Associate,Farrah Fox-Collis
+4518,Director of Photography,Remi Adefarasin
+4518,Art Direction,Lucy Richardson
+4518,Set Decoration,Peter Howitt
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+4518,Casting,Simone Ireland
+4518,Director,Shekhar Kapur
+4518,Visual Effects Supervisor,Peter Chiang
+4518,Still Photographer,Alex Bailey
+4518,Makeup Artist,Ivana Primorac
+4518,Property Master,David Balfour
+4518,Sound Re-Recording Mixer,Mike Dowson
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+11932,Director,Ronny Yu
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+11932,Executive Producer,Don Mancini
+11165,Director,Richard Fleischer
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+11165,Director,Toshio Masuda
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+6116,Casting,Simone Ireland
+6116,Casting,Vanessa Pereira
+6116,Director,Bob Spiers
+6116,Producer,Bob Spiers
+6116,Screenplay,Jamie Curtis
+57431,Producer,Michael De Luca
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+57431,Casting,Alexa L. Fogel
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+57431,Art Direction,Matthew Munn
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+57431,First Assistant Director,Jeffrey T. Bernstein
+57431,Visual Effects Coordinator,Matt Kushner
+21724,Editor,Scott Hill
+21724,Producer,Marlon Wayans
+21724,Special Effects Supervisor,Lou Carlucci
+21724,Producer,Keenen Ivory Wayans
+21724,Writer,Shawn Wayans
+21724,Producer,Shawn Wayans
+21724,Production Design,Aaron Osborne
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+21724,Casting Associate,Beth Lipari
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+21724,Visual Effects Coordinator,Ross Johnson
+21724,Animation Supervisor,Greg Fisher
+21724,Key Hair Stylist,Carla Farmer
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+278,Director,Frank Darabont
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+278,Transportation Captain,Fred Culbertson
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+278,Loader,Hope A. Nielsen
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+278,Production Accountant,Ramona Sánchez-Waggoner
+9290,Director,Simon Wincer
+9290,Producer,Lance Hool
+9290,Producer,Perry Katz
+9290,Executive Producer,Steve Robbins
+9290,Director of Photography,David Burr
+9290,Director of Photography,Ted Chu
+11543,Editor,Christopher Greenbury
+11543,Director,Bobby Farrelly
+11543,Director,Peter Farrelly
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+11543,Executive Producer,Keith Samples
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+284536,Original Music Composer,Jon Brion
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+284536,Director,Rupert Wyatt
+284536,Producer,David Winkler
+152737,Producer,Harvey Weinstein
+152737,Production Design,David Gropman
+152737,Director,John Wells
+152737,Costume Design,Cindy Evans
+152737,Cinematography,Adriano Goldman
+152737,Screenplay,Tracy Letts
+13374,Director,Tim Fywell
+8976,Casting,Joseph Middleton
+8976,Set Decoration,Meg Everist
+8976,Director,Nigel Cole
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+8976,Production Design,Tom Meyer
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+8976,Sound Effects Editor,Thomas O'Neil Younkman
+8976,Makeup Department Head,Tracey Levy
+8976,Costume Supervisor,Mary C. Lane
+8976,Production Coordinator,Todd Kolker
+319888,Director,Dexter Fletcher
+9469,Director,Spike Lee
+9469,Editor,Barry Alexander Brown
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+1909,Producer,Fred Fuchs
+1909,Editor,Antony Gibbs
+1909,Production Design,Sharon Seymour
+1909,Director,Jeremy Leven
+1909,Director of Photography,Ralf D. Bode
+1909,Casting,Lynn Kressel
+1909,Costume Design,Kirsten Everberg
+22971,Production Design,Kara Lindstrom
+22971,Director,Lasse Hallström
+22971,Producer,Wyck Godfrey
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+34813,Screenplay,James Vanderbilt
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+34813,Writer,Peter Berg
+34813,Set Medic,José R. Varona
+46261,Production Design,Roger Ford
+46261,Screenplay,Guillermo del Toro
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+46261,Foley,Mario Vaccaro
+46261,Foley,Adam Connelly
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+46261,Sound Designer,Robert Mackenzie
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+46261,Animation,Daniel Fotheringham
+46261,Animation,Shane Hall
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+10431,Producer,Steve Chasman
+10431,Director of Photography,Pierre Morel
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+10431,Casting,Colleen Bolton
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+8051,Director of Photography,Robert Elswit
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+9352,Executive Producer,Ivan Reitman
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+9352,Best Boy Electric,Ivo Cervenka
+9352,Gaffer,Jan Boruvka
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+9352,Musician,James Thatcher
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+18147,Writer,Mya Stark
+17170,Director,James Bridges
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+15487,Director,Bill Paxton
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+15487,Writer,Mark Frost
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+1831,Director,John Schlesinger
+43931,Director,Wes Craven
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+10591,Casting,Mali Finn
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+10591,Executive Producer,Guy Riedel
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+10591,Director,Luke Greenfield
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+10591,Set Designer,John Berger
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+10591,Construction Coordinator,Denis Cordova
+10591,Costume Supervisor,Hope Slepak
+10591,Executive In Charge Of Post Production,Daniel R. Chavez
+10591,Sound Recordist,Eric Bretter
+10591,Associate Editor,William Kruzykowski
+10591,Sound Engineer,Carl D. Ware
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+10591,Makeup Department Head,Paula Kelly
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+10591,Stand In,Spencer Andrews
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+10591,First Assistant Director,Rip Murray
+10591,Production Supervisor,M. Kent Kay
+10591,Sound Designer,Aaron Martin
+10591,Assistant Property Master,Cliff Bernay
+10591,Dolly Grip,Victor A. Shelehov
+10591,Second Assistant Director,Jules Kovisars
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+10861,Art Direction,Peter Grundy
+10861,Director,Ringo Lam
+10861,Director of Photography,Alexander Gruszynski
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+10861,Sound Editor,Paul Germann
+10861,Script Supervisor,Lara Fox
+10861,Special Effects Supervisor,Martin Malivoire
+10861,Digital Effects Supervisor,Brian Conlon
+12770,Executive Producer,Maureen Peyrot
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+276907,Director,Brian Helgeland
+276907,Executive Producer,Liza Chasin
+276907,Producer,Brian Oliver
+276907,Director of Photography,Dick Pope
+276907,Executive Producer,Tyler Thompson
+276907,Editor,Peter McNulty
+276907,Assistant Art Director,Rebecca White
+276907,Book,John Pearson
+276907,Executive Producer,Christopher Woodrow
+276907,Producer,Chris Clark
+276907,Makeup Artist,Kirsty Mcqueen
+276907,Armorer,Dan Osborne
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+10074,Producer,Seth Meyers
+65055,Director,David R. Ellis
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+10397,Director,Alan Parker
+10397,Screenplay,Laura Jones
+200505,Editor,Sheldon Kahn
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+200505,Production Design,Stephen Altman
+200505,Executive Producer,Tom Pollock
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+200505,Associate Producer,Jason Blumenfeld
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+200505,Set Costumer,Carla Shivener
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+11954,Director of Photography,Alan Hume
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+60309,Director,Robert Redford
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+60309,Director of Photography,Newton Thomas Sigel
+60309,Camera Operator,Newton Thomas Sigel
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+60309,Set Designer,Stephan Beck
+60309,Greensman,John A. Cooper
+60309,Greensman,Guy L.G. Covington Jr.
+60309,Visual Effects Art Director,Alex Laurent
+60309,Rigging Gaffer,Keith Pickett
+60309,Set Costumer,Jess L. Johnson
+60309,Costume Supervisor,Richard Schoen
+60309,Unit Publicist,James Ferrera
+9787,Director,Catherine Hardwicke
+9787,Editor,Nancy Richardson
+293646,Producer,Edward McGurn
+293646,Director of Photography,Checco Varese
+293646,Director,Patricia Riggen
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+293646,Screenplay,Craig Borten
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+293646,Executive Producer,Leopoldo Enriquez
+6978,Executive Producer,Paul Monash
+6978,Director,John Carpenter
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+6978,Screenplay,David Z. Weinstein
+6978,Art Direction,Les Gobruegge
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+6978,Screenplay,Gary Goldman
+133698,Director,Pascal Chaumeil
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+133698,Writer,Laurent Zeitoun
+133698,Story,Philippe Mechelen
+133698,Writer,Yoann Gromb
+59440,Original Music Composer,Mark Isham
+59440,Production Design,Dan Leigh
+59440,Executive Producer,Michael Paseornek
+59440,Set Decoration,Ron von Blomberg
+59440,Editor,John Gilroy
+59440,Director,Gavin O'Connor
+59440,Makeup Department Head,Felicity Bowring
+59440,Script Supervisor,Anna Rane
+59440,Visual Effects Editor,Migs Rustia
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+59440,First Assistant Camera,Donald Burghardt
+1770,Art Direction,Cliff Robinson
+1770,Production Design,Josie MacAvin
+1770,Director,Neil Jordan
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+10655,Director,Ronald F. Maxwell
+8988,Casting,Avy Kaufman
+8988,Director,Kimberly Peirce
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+8988,Original Music Composer,John Powell
+8988,Editor,Claire Simpson
+8988,Art Direction,Peter Borck
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+64639,Director,Rod Lurie
+64639,Writer,Rod Lurie
+9903,Executive Producer,Gary Levinsohn
+9903,Director,Lasse Hallström
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+9903,Casting,Laura Rosenthal
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+9903,Producer,Joshua Maurer
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+9903,Steadicam Operator,Will Arnot
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+21338,Editor,Mark Helfrich
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+24264,Director,John Guillermin
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+9912,Casting,Dianne Crittenden
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+9912,Executive Producer,Megumi Fukasawa
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+27360,Director,Jeffrey W. Byrd
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+168705,Writer,Guinevere Turner
+168705,Director,Uwe Boll
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+72113,Screenplay,Roman Polanski
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+9729,Novel,Rupert Holmes
+9729,Screenplay,Atom Egoyan
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+9729,Executive Producer,Colin Leventhal
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+94352,Director,Andrew Adamson
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+22256,Director,Robert Towne
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+12404,Director,Richard Linklater
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+12404,Casting,Lucy Bevan
+12404,Executive Producer,Steve Norris
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+152742,Screenplay,Giuseppe Tornatore
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+11699,Producer,Nicolas Cage
+11699,Director,Werner Herzog
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+11699,Executive Producer,Avi Lerner
+11699,Producer,Randall Emmett
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+11699,Producer,Alan Polsky
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+49953,Director,Ben Stassen
+49953,Screenplay,Domonic Paris
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+39845,Screenplay,Mark Jacobson
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+25353,Director,Jérôme Deschamps
+25353,Director,Pascal Hérold
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+25353,Director,Macha Makeïeff
+36696,Director,Inna Evlannikova
+36696,Director,Svyatoslav Ushakov
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+109091,Executive Producer,Mark Huffam
+109091,Producer,Steve Schwartz
+38543,Costume Design,Beatrix Aruna Pasztor
+38543,Art Direction,Malcolm Stone
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+38543,Art Department Coordinator,Jamie Bishop
+38543,Visual Effects Editor,Collette Nunes
+38543,Visual Effects Producer,Lorea Hoye
+38543,Visual Effects Producer,Gavin Gregory
+38543,Visual Effects Producer,Michelle Martin
+38543,Makeup Designer,Jacqueline Fowler
+38543,Special Effects Coordinator,Ceri Hughes
+33157,Producer,Dino De Laurentiis
+33157,Production Design,Mario Garbuglia
+33157,Director,Sergey Bondarchuk
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+290864,Director,Teddy Chan
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+290864,Producer,Ning Song
+242166,Director,Mario Van Peebles
+242166,Producer,Yakov Bentsvi
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+242166,Production Design,Krystyna Loboda
+242166,Producer,Dmitry Guzeev
+242166,Producer,Dave Riggs
+242166,Costume Design,Yana Glushanok
+859,Director,Stephen Frears
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+83770,Executive Producer,Francis Ford Coppola
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+83770,Director,Walter Salles
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+1246,Casting,Sheila Jaffe
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+1246,Casting,Diane Heery
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+4233,Director,Wes Craven
+4233,Director of Photography,Peter Deming
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+4233,Script Supervisor,Ronit Ravich-Boss
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+174751,Producer,Scott LaStaiti
+174751,Director of Photography,Mandy Walker
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+184098,Director,Tim Story
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+184098,Writer,David A. Newman
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+2069,Production Design,David L. Snyder
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+2069,First Assistant Editor,Paul M. Wagner
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+2069,First Assistant Director,Myron Hoffert
+2069,First Assistant Sound Editor,Pernell L. Salinas
+2069,Art Department Coordinator,Carrie Foster
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+2069,Painter,Tim Stadler
+2069,Still Photographer,Pierre Dury
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+2069,Camera Loader,Christian Caperaa
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+2069,Stunts,Alvin Powell
+2069,Gaffer,Edward Mikolic
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+2069,Marine Coordinator,Michael Martin
+2069,Negative Cutter,Mo Henry
+2069,Second Assistant Director,Carl Roméo
+1788,Casting,Jane Feinberg
+1788,Casting,Mike Fenton
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+11635,Screenplay,Scot Armstrong
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+3600,Post Production Supervisor,Chantal Feghali
+3600,Music Supervisor,Sharon Boyle
+3600,Director,Danny Cannon
+3600,Editor,Peck Prior
+3600,Line Producer,Jose Ludlow
+3600,Boom Operator,Earl Sampson
+3600,Assistant Art Director,Enrique Echeverría
+3600,First Assistant Editor,Sandy S. Solowitz
+3600,Utility Stunts,James Ryan
+3600,Art Direction,Scott Ritenour
+3600,Property Master,Steven M. Levine
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+3600,First Assistant Camera,Jonathan 'Chunky' Richmond
+3600,Costume Supervisor,Winnie D. Brown
+3600,Color Timer,Mike Mertens
+3600,Propmaker,Steven Hintz
+3600,Lighting Technician,Doug Ednie
+3600,Production Coordinator,Jamie Lynn Arsenault
+2621,Director,Bonnie Hunt
+2621,Screenplay,Don Lake
+10358,Executive Producer,Bob Weinstein
+10358,Director,Kevin Smith
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+10358,Director of Photography,David Klein
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+10313,Script Supervisor,Coraly Santaliz
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+10313,Sound Effects Editor,Piero Mura
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+18828,Producer,David Permut
+18828,Director,George Gallo
+3558,Director of Photography,Jack Green
+3558,Director,James Mangold
+3558,Producer,Cathy Konrad
+3558,Producer,Douglas Wick
+3558,Unit Production Manager,Georgia Kacandes
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+13476,Director,Robert Luketic
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+20697,Producer,Scott Strauss
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+26672,Director,Richard Williams
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+45881,Original Music Composer,Lalo Schifrin
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+45881,Director,Mary McGuckian
+41283,Set Decoration,Jan Pascale
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+41283,Executive Producer,Joe Gayton
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+41283,Director,"George Tillman, Jr."
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+41283,Dialect Coach,Michael Buster
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+41283,Hairstylist,Rachel Solow
+41283,Sound Effects Editor,Brad North
+41283,Visual Effects Supervisor,Alan E. Bell
+41283,Set Costumer,Erich A. Muller
+41283,Unit Publicist,Heidi Falconer
+4935,Executive Producer,John Lasseter
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+4935,Executive Producer,Hayao Miyazaki
+4935,Producer,Ned Lott
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+19908,Executive Producer,Ryan Kavanaugh
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+10663,Director of Photography,Steven Bernstein
+10663,Executive Producer,Adam Sandler
+10663,Producer,Jack Giarraputo
+10663,Producer,Robert Simonds
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+1891,Director,Irvin Kershner
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+1891,Sound Editor,Bonnie Koehler
+1891,Makeup Artist,Nick Maley
+1891,Associate Producer,Jim Bloom
+1891,Art Direction,Harry Lange
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+1891,Assistant Director,Steve Lanning
+1891,Gaffer,Laurie Shane
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+9737,Screenplay,Doug Richardson
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+9532,Producer,Warren Zide
+9532,Director,James Wong
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+9532,Director of Photography,Robert McLachlan
+9532,Screenplay,Jeffrey Reddick
+9532,Executive Producer,Richard Brener
+9532,Executive Producer,Brian Witten
+9532,Editor,James Coblentz
+9532,Production Design,John Willett
+9532,Still Photographer,Shane Harvey
+9532,Stunt Coordinator,J.J. Makaro
+9532,Dialogue Editor,Constance A. Kazmer
+9532,Construction Coordinator,Derick McLeod
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+9532,Visual Effects Editor,Heather J. Morrison
+9532,Dialogue Editor,Dan Hegeman
+9532,Sound Effects Editor,Hector C. Gika
+9532,Sound Effects Editor,Peter Zinda
+9532,Unit Publicist,Gloria Davies
+9532,Sound Effects Editor,Scott Sanders
+9532,Hairstylist,Thom MacIntyre
+9532,Art Department Coordinator,Andrew Emde
+9532,Set Costumer,Marnie Ander
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+10316,Executive Producer,Nigel Sinclair
+10316,Unit Production Manager,Barbara A. Hall
+10316,Stunt Coordinator,Dan Lemieux
+10316,Production Accountant,Cheryl Kurk
+10316,Set Costumer,Sabra Temple
+10316,Co-Executive Producer,Ari Daniel Pinchot
+10316,Co-Executive Producer,Jonathan Rubenstein
+10316,Best Boy Electric,Scott Sprague
+10316,Sound Effects Editor,Marc Glassman
+10316,Dialogue Editor,Cameron Steenhagen
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+10316,Special Effects Coordinator,Russell Tyrrell
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+10316,Publicist,Tracey Schaefer
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+2787,Sound Designer,Tom Myers
+2787,Director,David Twohy
+2787,Screenplay,David Twohy
+2787,Property Master,Beverley Dunn
+2787,Story,Jim Wheat
+2787,Screenplay,Ken Wheat
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+2787,Camera Operator,Brad Shield
+2787,Best Boy Electric,Adam Williams
+2787,Sound Re-Recording Mixer,Lora Hirschberg
+2787,Sound Re-Recording Mixer,Michael Semanick
+2787,Second Unit Cinematographer,Ian 'Thistle' Thorburn
+2787,Unit Publicist,Fiona Searson
+2787,First Assistant Editor,Andrew Blustain
+2787,Set Designer,Martin Ash
+2787,Color Timer,Dan Muscarella
+2787,Executive In Charge Of Production,Michelle Wright
+2787,First Assistant Director,Jamie Crooks
+2787,Boom Operator,Rod Conder
+2787,Art Department Coordinator,Katie Nott
+2787,Dialect Coach,Clair Crowther
+2787,Propmaker,David Tremont
+2787,Location Manager,Campbell McLean
+2787,Studio Teachers,Cameron Curphey
+2787,Second Assistant Director,Jennifer Rees-Brown
+2787,Storyboard,Fireball Tim Lawrence
+2787,Boom Operator,Gary Dixon
+2787,Assistant Editor,Danny Candib
+2787,Casting Assistant,Wizzy Ringer
+12658,Director,Tony Goldwyn
+12658,Casting,Kerry Barden
+12658,Costume Design,Michelle Matland
+12658,Editor,Dana Congdon
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+12658,Costume Supervisor,Iris Horta Lemos
+152601,Director,Spike Jonze
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+152601,Editor,Eric Zumbrunnen
+152601,Costume Design,Casey Storm
+152601,Art Direction,Austin Gorg
+152601,Director of Photography,Hoyte van Hoytema
+152601,Executive Producer,Chelsea Barnard
+152601,Original Music Composer,Owen Pallett
+152601,Still Photographer,Merrick Morton
+152601,Stunt Coordinator,Scott Rogers
+152601,Art Department Coordinator,Venessa De Anda
+10866,Executive Producer,Patrick Markey
+10866,Director,John Dahl
+10866,Editor,Eric L. Beason
+10866,Production Design,Robert Pearson
+10866,Editor,Scott Chestnut
+10866,Editor,Todd E. Miller
+227707,Costume Design,Annie Hardinge
+227707,Director,Jonathan Newman
+227707,Producer,Peter Bevan
+227707,Producer,Karl Richards
+227707,Art Direction,Jonathan Houlding
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+227707,Visual Effects Coordinator,Suzanne Forward
+227707,Visual Effects Producer,Sandra Picher
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+227707,Casting Associate,Janine Snape
+21349,Director,Wayne Wang
+19150,Director,Michael Dinner
+70435,Director,Steven Soderbergh
+70435,Production Design,Howard Cummings
+70435,Executive Producer,Ryan Kavanaugh
+70435,Producer,Gregory Jacobs
+70435,Stunts,Karin Silvestri
+580,Art Direction,Donald B. Woodruff
+580,Screenplay,Peter Benchley
+580,Director,Joseph Sargent
+580,Producer,Joseph Sargent
+580,Editor,Michael Brown
+580,Makeup Artist,Tony Lloyd
+580,Special Effects Coordinator,Dave Hubbard
+9819,Costume Design,Julie Weiss
+9819,Producer,Robert De Niro
+9819,Producer,Jane Rosenthal
+9819,Casting,Ilene Starger
+9819,Hair Designer,Alan D'Angerio
+9819,Director of Photography,Piotr Sobocinski
+9819,First Assistant Director,Ellen H. Schwartz
+9819,Set Decoration,Tracey A. Doyle
+9819,Script Supervisor,Anne Rapp
+9819,Director,Jerry Zaks
+9819,Screenplay,Scott McPherson
+9819,Camera Operator,Rob Hahn
+9819,Property Master,Tommy Allen
+9819,Chief Lighting Technician,Russell Engels
+9819,Art Department Coordinator,Rhonda Moscoe
+9819,Location Manager,Antoine Douaihy
+9819,Seamstress,Laurie Buehler
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+2453,Director,Simon Wincer
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+11156,Producer,Carole Scotta
+11156,Producer,Simon Arnal
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+354110,Director,Jon Cassar
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+30596,Director,Teddy Chan
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+3021,Location Scout,Rob Lee
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+544,Unit Production Manager,Marc S. Fischer
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+11395,Editor,Larry Bock
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+14635,Director,John Lee Hancock
+13680,Director of Photography,Greg Gardiner
+13680,Director,Andy Fickman
+13680,Producer,Gordon Gray
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+228194,Director,Lasse Hallström
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+11323,Director,Steven Soderbergh
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+10445,Art Direction,Michael Lamont
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+11453,Screenplay,Rob Schneider
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+146239,Editor,Priscilla Nedd-Friendly
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+205588,Editor,Tariq Anwar
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+82650,Screenplay,Jeff Judah
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+10279,Screenplay,Michael Imperioli
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+2294,Executive Producer,Bob Weinstein
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+2294,Supervising Sound Editor,Phil Benson
+2294,Hair Department Head,Taylor Knight
+2294,Gaffer,David Morton
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+2294,Visual Effects Supervisor,Craig Barron
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+2176,Unit Publicist,Shelley Kirkwood
+270487,Director of Photography,Roger Deakins
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+19366,Director,Deborah Kaplan
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+19366,Director,Harry Elfont
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+1599,Director of Photography,Peter Deming
+1599,Director,David O. Russell
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+5550,Editor,Bert Lovitt
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+287948,Screenplay,Luc Besson
+287948,Screenplay,Bill Collage
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+9075,Production Manager,Lior Mordechai
+9075,Property Master,Joke Geuze
+9075,Property Master,Anne Marie Hilhorst
+9075,Property Master,Baruch Schwartz
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+9075,Visual Effects Supervisor,Olaf Wendt
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+11661,Script Supervisor,Sylvie Michel
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+11661,Associate Producer,Philip Boëffard
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+109513,Armorer,Clay Van Sickle
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+109513,Original Music Composer,Robert Mervak
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+12085,Casting,Junie Lowry-Johnson
+12085,Director,Callie Khouri
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+204922,Production Design,Kave Quinn
+204922,Director,Rowan Joffe
+204922,Supervising Art Director,Mark Raggett
+204922,Editor,Melanie Oliver
+204922,Camera Operator,Luke Redgrave
+204922,Producer,Liza Marshall
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+204922,Music Editor,Michael Connell
+204922,Dialogue Editor,Rob Killick
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+204922,First Assistant Editor,Alex Kalmakrian
+38985,Director,William Friedkin
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+21494,Director,Laurent Tirard
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+4566,Casting,Ellen Chenoweth
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+4566,Producer,Kerry Orent
+4566,Costume Design,Sarah Edwards
+17795,Director,Peter Segal
+17795,Screenplay,E. Jack Kaplan
+17795,Screenplay,Richard Chapman
+1073,Casting,Ellen Chenoweth
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+1073,Screenplay,Ehren Kruger
+1073,Director,Mark Pellington
+1073,Music Supervisor,Liza Richardson
+1073,Executive Producer,Ted Tannebaum
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+1073,Casting Associate,Eric Zuckerman
+1073,Costume Supervisor,Kathy Kiatta
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+1073,Set Costumer,Jennifer Long
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+1073,Pilot,Robin Simpson
+1073,Key Hair Stylist,Sally J. Harper
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+10724,Still Photographer,John R. Shannon
+10724,Editor,Ron Spang
+10724,Art Direction,Elayne Barbara Ceder
+10724,Script Supervisor,Lloyd Nelson
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+9473,Producer,Frank C. Agnone II
+9473,Executive Producer,Adam Schroeder
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+9473,Animation,John Fountain
+9473,Technical Supervisor,Michael Leung
+9473,Animation,Jennifer M. Allen
+9473,Animation,Andy Arett
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+9473,Animation Supervisor,Annie Combs
+9473,Animation,Scott Ellsworth
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+9473,Animation,Scott Oberholtzer
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+9473,Animation,Holly Wenger
+9473,Technical Supervisor,Roger Huynh
+2196,Director,Frank Oz
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+20857,Casting,Marci Liroff
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+82693,Executive Producer,Bob Weinstein
+82693,Producer,Jonathan Gordon
+82693,Music Editor,Dick Bernstein
+82693,Makeup Artist,Diane Heller
+82693,Director,David O. Russell
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+82693,Set Costumer,Rhea Lowenthal
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+1646,Producer,Danny DeVito
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+1646,Costume Design,Cindy Evans
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+1646,Steadicam Operator,Geoffrey Haley
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+1646,Dialogue Editor,Frederick H. Stahly
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+1646,Dialogue Editor,Susan Kurtz
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+1646,Sound Effects Editor,Dan Hegeman
+1646,Hairstylist,Yvonne Depatis-Kupka
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+1646,Unit Publicist,Heidi Falconer
+1646,Music Supervisor,Mary Ramos
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+44944,Producer,Paul Hall
+44944,Director,Tyler Perry
+4108,Screenplay,Luc Besson
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+4108,Director,Corey Yuen Kwai
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+4108,Production Manager,Alfred Lot
+4108,Still Photographer,Jack English
+4108,Sound Re-Recording Mixer,François-Joseph Hors
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+4108,Makeup Department Head,Anne Bergamashi
+4108,Hairstylist,Celine Durand
+8456,Director,Jeff Wadlow
+8456,Screenplay,Chris Hauty
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+7341,Characters,Stephen King
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+7341,Production Design,Peter Jamison
+7341,Executive Producer,Patrick J. Palmer
+7341,Editor,Richard Nord
+7341,Director,Katt Shea
+7341,Sound Recordist,Eric Flickinger
+7341,Property Master,Ivica Bilich
+7341,Property Master,Chuck Bludsworth
+7341,Makeup Effects,Bari Dreiband-Burman
+7341,Visual Effects Supervisor,Stuart Robertson
+7341,Camera Operator,Paul Varrieur
+7341,Music Editor,Dan Garde
+19255,Director,Sam Mendes
+19255,Director of Photography,Ellen Kuras
+19255,Editor,Sarah Flack
+19255,Casting,Ellen Lewis
+19255,Producer,Edward Saxon
+19255,Producer,Peter Saraf
+19255,Production Design,Jess Gonchor
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+19255,Music Supervisor,Randall Poster
+19255,Visual Effects Producer,Sarah McMurdo
+19255,Art Direction,Henry Dunn
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+19255,Music Editor,Annette Kudrak
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+19255,Special Effects Coordinator,Robert J. Scupp
+10187,Set Decoration,Marcia Calosio
+10187,Director of Photography,Shane Hurlbut
+10187,Director,Joshua Michael Stern
+10187,Makeup Department Head,Francisco X. Pérez
+10187,Sound Re-Recording Mixer,Andy Snavley
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+10187,Music Editor,Jim Harrison
+10187,Production Sound Mixer,Matthew Nicolay
+10187,Production Coordinator,Angie Lee Cobbs
+31005,Director,Brad Silberling
+31005,Unit Publicist,Eileen Peterson
+49517,Production Design,Maria Djurkovic
+49517,Producer,Robyn Slovo
+49517,Novel,John le Carré
+49517,Director,Tomas Alfredson
+49517,Art Direction,Pilar Foy
+44857,Director,John Duigan
+50780,Casting,Avy Kaufman
+50780,Director,Jodie Foster
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+50780,Screenplay,Kyle Killen
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+16363,Director,Colin Higgins
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+16363,Director of Photography,William A. Fraker
+16363,Editor,Jack Hofstra
+16363,Editor,David Bretherton
+16363,Editor,Walter Hannemann
+16363,Producer,Thomas L. Miller
+16363,Editor,Nicholas Eliopoulos
+16363,Writer,Larry L. King
+1946,Director,David Cronenberg
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+1946,Foley,Goro Koyama
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+1946,Dialogue Editor,Wayne Griffin
+1946,Dialect Coach,John Nelles
+1946,Sound Re-Recording Mixer,Graham Daniel
+1946,Sound Re-Recording Mixer,Ray Merrin
+1946,Casting,Deidre Bowen
+1946,Scenic Artist,John Bannister
+1946,Scenic Artist,Janet Cormack
+1946,Dolby Consultant,Nick Watson
+1946,Makeup Artist,Micheline Trépanier
+1946,Scenic Artist,Doug Rennie
+1946,Location Manager,Debra Beers
+1946,Associate Producer,Sandra Tucker
+85,Editor,George Lucas
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+85,Editor,Michael Kahn
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+85,Producer,Frank Marshall
+85,Executive Producer,Howard G. Kazanjian
+85,Casting,Mary Selway
+85,Sound Designer,Ben Burtt
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+85,Stunts,Rocky Taylor
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+85,Driver,Terry Pritchard
+85,Stunts,Billy Horrigan
+772,Director,Chris Columbus
+840,Director,Steven Spielberg
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+840,Producer,Michael Phillips
+840,Writer,Matthew Robbins
+840,Production Illustrator,George Jenson
+840,Writer,Jerry Belson
+840,Writer,John Hill
+840,Gaffer,Earl Gilbert
+840,Still Photographer,Peter Sorel
+840,Still Photographer,Jim Coe
+840,Location Manager,Joe O'Har
+9682,Original Music Composer,Elia Cmiral
+9682,Director of Photography,Mark Plummer
+9682,Director,Jim Sonzero
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+96,Costume Supervisor,Bobbie Read
+96,Executive Producer,Richard Tienken
+10678,Original Music Composer,Lalo Schifrin
+10678,Director of Photography,Julio Macat
+10678,Director,Adam Shankman
+10678,Producer,David Hoberman
+10678,Screenplay,Jason Filardi
+274,Original Music Composer,Howard Shore
+274,Costume Design,Colleen Atwood
+274,Director,Jonathan Demme
+274,Producer,Ronald M. Bozman
+274,Assistant Director,Ronald M. Bozman
+274,Unit Production Manager,Kenneth Utt
+274,Director of Photography,Tak Fujimoto
+274,Production Design,Kristi Zea
+274,Art Direction,Tim Galvin
+274,Thanks,James Deeth
+274,Sound Recordist,John Fundus
+274,Music Editor,Suzana Peric
+274,Makeup Effects,Todd Kleitsch
+274,Music,Nic Ratner
+274,Stunts,Michael Cassidy
+274,Still Photographer,Ken Regan
+274,Grip,Richard Aversa
+274,Post Production Assistant,Trish Breganti
+274,Scenic Artist,Eileen Garrigan
+274,Unit Publicist,Judy Arthur
+274,Executive In Charge Of Production,Larry Jackson
+274,Location Manager,Neri Kyle Tannenbaum
+274,Orchestrator,Homer Denison
+8872,Characters,Mike Myers
+8872,Author,Mike Myers
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+8872,Director,Penelope Spheeris
+8872,Author,Bonnie Turner
+16290,Producer,Spike Jonze
+16290,Producer,Johnny Knoxville
+16290,Director,Jeff Tremaine
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+579,Producer,Richard D. Zanuck
+579,Screenplay,Peter Benchley
+579,Production Design,Joe Alves
+579,Stunt Coordinator,Ted Grossman
+579,Director,Jeannot Szwarc
+579,Set Decoration,Phil Abramson
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+579,Music Editor,Stephen A. Hope
+14405,Director,Raja Gosnell
+138843,Director,James Wan
+138843,Editor,Kirk M. Morri
+138843,Original Music Composer,Joseph Bishara
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+138843,Sound Re-Recording Mixer,Steve Maslow
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+138843,Supervising Sound Editor,Joe Dzuban
+138843,Key Hair Stylist,Kelly E. Marlow
+138843,Leadman,Polar Bear Shaw
+138843,Property Master,Robert Beck
+138843,Special Effects Supervisor,David Beavis
+138843,First Assistant Editor,Dennis Alaniz
+138843,Post Production Supervisor,Jason Leib
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+11637,Executive Producer,Todd Garner
+11637,Director,Brian Levant
+11637,Screenplay,Steven Gary Banks
+226486,Executive Producer,Toby Emmerich
+226486,Executive Producer,Kevin J. Messick
+226486,Executive Producer,Richard Brener
+226486,Editor,Michael L. Sale
+226486,Key Hair Stylist,Daniel Curet
+226486,Director,Ben Falcone
+226486,Art Direction,Richard Fojo
+226486,Script Supervisor,Sheila Waldron
+226486,Dialogue Editor,Laura Harris Atkinson
+226486,Hairstylist,Colleen LaBaff
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+1584,Director,Richard Linklater
+1584,Producer,Scott Rudin
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+1584,Script Supervisor,Julie Oppenheimer
+1584,Location Manager,Robert T. Striem
+1584,Casting Associate,Janice Wilde
+9312,Director,Paul W.S. Anderson
+9312,Director of Photography,John R. Leonetti
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+12153,Casting,Lisa Beach
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+12153,Screenplay,Marlon Wayans
+12153,Production Design,Paul Peters
+12153,Director,Keenen Ivory Wayans
+12153,Producer,Rick Alvarez
+12153,Screenplay,Andrew McElfresh
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+12153,Set Costumer,Carolyn Bentley
+12153,Costume Supervisor,Thomas L. Pankiewich
+12153,Assistant Costume Designer,Kevin Knight
+12153,Hair Department Head,Linda Villalobos
+65057,Producer,Jim Taylor
+65057,Director,Alexander Payne
+65057,Producer,Alexander Payne
+65057,Production Design,Jane Ann Stewart
+65057,Screenplay,Nat Faxon
+65057,Producer,Tracy Boyd
+8326,Director,Andrew Davis
+8326,Original Music Composer,Joel McNeely
+8326,Editor,Jeffrey Wolf
+8326,Screenplay,Louis Sachar
+35690,Screenplay,Nicholas Sparks
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+35690,Screenplay,Jeff Van Wie
+76203,Original Music Composer,Hans Zimmer
+76203,Director of Photography,Sean Bobbitt
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+76203,Director,Steve McQueen
+76203,Art Direction,David Stein
+76203,Makeup Artist,Nikki I Brown
+76203,Production Design,Adam Stockhausen
+76203,Stand In,Monica Rene'e Anderson
+76203,Post Production Supervisor,Eric Bergman
+76203,Special Effects Coordinator,David Nash
+76203,Set Designer,Matthew Gatlin
+76203,Set Designer,Jim Wallis
+76203,Scenic Artist,Taylor Weeks
+76203,Set Designer,Walter Schneider
+76203,Construction Coordinator,David Rotondo
+76203,Property Master,Michael S. Martin
+76203,Dolby Consultant,Bryan Arenas
+76203,Dialogue Editor,Henry Auerbach
+76203,Visual Effects Supervisor,Tim LeDoux
+76203,Set Costumer,Dena Matranga
+76203,Music Editor,Katrina Schiller
+76203,Transportation Coordinator,Poland Perkins
+76203,Dialect Coach,Michael Buster
+76203,Electrician,Chris Flowers
+76203,Gaffer,Bob Bates
+76203,Assistant Director,Doug Torres
+76203,Color Timer,Dave Pultz
+13497,Director,Charles Stone III
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+35688,Director,Tyler Perry
+162,Director,Tim Burton
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+162,Producer,Denise Di Novi
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+162,Makeup Department Head,Ve Neill
+296096,Producer,Karen Rosenfelt
+296096,Costume Design,Jill Taylor
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+296096,Set Decoration,Sara Wan
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+296096,Director,Thea Sharrock
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+296096,Property Master,Nick Thomas
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+296096,Key Hair Stylist,Emanuel Millar
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+103370,Screenplay,Tyler Perry
+103370,Director,Tyler Perry
+1051,Director of Photography,Owen Roizman
+1051,Producer,Philip D'Antoni
+1051,Director,William Friedkin
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+1051,Sound,Theodore Soderberg
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+1051,Assistant Director,Terence A. Donnelly
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+1051,Assistant Director,William C. Gerrity
+1051,Executive Producer,G. David Schine
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+376659,Director,Jon Lucas
+376659,Director,Scott Moore
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+10073,Author,Aaron Seltzer
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+16690,Director,Robin Budd
+16690,Director,Donovan Cook
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+16690,Animation,Hong Qi
+273895,Writer,Paul Webb
+273895,Director,Ava DuVernay
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+273895,Executive Producer,Nan Morales
+14873,Producer,Christopher Chase
+14873,Editor,Peter Lonsdale
+14873,Director,Steve Trenbirth
+14873,Production Manager,Angi Dyste
+14873,Editor,Christopher K. Gee
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+8968,Supervising Dialogue Editor,Ray Beentjes
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+8968,Director,Stephen T. Kay
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+8968,Director of Photography,Bobby Bukowski
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+9963,Producer,Jennifer Gibgot
+9963,Producer,Ashok Amritraj
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+9963,Director,Mennan Yapo
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+15655,Editor,Robert Fisher Jr.
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+15655,Supervising Music Editor,Richard Whitfield
+15655,Animation,Jeff Johnson
+15655,Supervising Music Editor,Dominick Certo
+15655,Executive In Charge Of Production,Sharon Morrill Robinov
+21208,Producer,Henning Molfenter
+21208,Producer,Sarah Meyer
+21208,Director of Photography,Jeff Cutter
+21208,Director,Jaume Collet-Serra
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+21208,Producer,Aaron Auch
+21208,First Assistant Editor,Terel Gibson
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+272878,Editor,Bill Pankow
+272878,Writer,Sheldon Lettich
+272878,Director,Boaz Yakin
+272878,Executive Producer,Boaz Yakin
+9760,Director,Jason Friedberg
+9760,Director,Aaron Seltzer
+9760,Director of Photography,Shawn Maurer
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+314365,Executive Producer,Jonathan King
+314365,Director,Tom McCarthy
+314365,Executive Producer,Jeff Skoll
+314365,Sound Designer,Paul Hsu
+314365,Set Decoration,Shane Vieau
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+314365,First Assistant Director,Walter Gasparovic
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+314365,Executive Producer,Josh Singer
+314365,Costume Supervisor,Virginia Johnson
+314365,Costume Supervisor,Robyn Rosenberg
+314365,Property Master,Christopher Geggie
+314365,Script Supervisor,Dug Rotstein
+314365,Set Decoration,Vanessa Knoll
+314365,Stunt Coordinator,Branko Racki
+314365,Camera Operator,Henry Tirl
+314365,Dialect Coach,Jessica Drake
+314365,Art Department Coordinator,Dusty Reeves
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+314365,Still Photographer,Seacia Pavao
+314365,Visual Effects Editor,Brandon Terry
+314365,Assistant Costume Designer,Renee Fontana
+314365,Sound Effects Editor,Heather Gross
+314365,Executive Producer,Bard Dorros
+314365,Producer,Nicole Rocklin
+314365,Producer,Blye Pagon Faust
+314365,Co-Producer,Youtchi von Lintel
+314365,Associate Producer,David Mizner
+314365,First Assistant Camera,Greg Wimer
+314365,Set Dresser,Toni Wong
+13279,Producer,Will Smith
+13279,Director,Neil LaBute
+13279,Editor,Joel Plotch
+1975,Director of Photography,Katsumi Yanagijima
+1975,Director,Takashi Shimizu
+1975,Editor,Jeff Betancourt
+1975,Hairstylist,Deb Watson
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+33644,Executive Producer,Ronald Bass
+33644,Director,Kevin Rodney Sullivan
+33644,Executive Producer,Terry McMillan
+1649,Producer,Scott Kroopf
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+1649,Director,Peter Hewitt
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+1649,Executive Producer,Robert W. Cort
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+9895,Producer,James G. Robinson
+9895,Director,Barry Levinson
+9895,Executive Producer,David Coatsworth
+9895,Set Decoration,Clive Thomasson
+9895,Art Direction,Joshu de Cartier
+9895,Production Design,Stefania Cella
+9570,Producer,Ron W. Miller
+9570,Art Direction,John B. Mansbridge
+9570,Original Music Composer,John Barry
+9570,Makeup Supervisor,Robert J. Schiffer
+9570,Costume Design,Bill Thomas
+9570,Story,Bob Barbash
+9570,Screenplay,Jeb Rosebrook
+9570,Director,Gary Nelson
+9570,Screenplay,Gerry Day
+9570,Director of Photography,Frank V. Phillips
+9570,Special Sound Effects,James MacDonald
+9570,Production Design,Peter Ellenshaw
+9570,Art Direction,Robert McCall
+9570,Production Manager,John D. Bloss
+9570,Sound Re-Recording Mixer,Frank Regula
+9570,Sound Effects Editor,John Jolliffe
+9570,Sound Effects Editor,George Fredrick
+27579,Music,Herbert Grönemeyer
+27579,Music Editor,Peter Clarke
+27579,Producer,Anne Carey
+27579,Camera Operator,Martin Ruhe
+27579,Director,Anton Corbijn
+27579,Assistant Art Director,Alessandro Santucci
+27579,Still Photographer,Giles Keyte
+27579,Gaffer,Julian White
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+27579,Novel,Martin Booth
+27579,Producer,Jill Green
+27579,Second Unit Cinematographer,Alessandro Brambilla
+27579,Dialogue Editor,Peter Shaw
+27579,Sound Effects Editor,Jack Gillies
+27579,Makeup Artist,Federico Laurenti
+27579,Property Master,Antonio Fraulo
+27579,Unit Production Manager,Erik Paoletti
+27579,Transportation Coordinator,Daniele Abeille
+27579,Post Production Supervisor,Lucie Graves
+27579,Art Department Assistant,Elisa Piccini
+27579,Boom Operator,Stephen Finn
+27579,Seamstress,Elena Pascaniuc
+27579,Production Coordinator,Norma Marie Mascia
+16052,Casting,Roger Mussenden
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+16052,Director,Gregory Nava
+16052,Editor,Nancy Richardson
+16052,Producer,Robert Katz
+16052,Set Decoration,Jeanette Scott
+16052,Associate Producer,Carolyn Caldera
+40264,Production Design,William A. Elliott
+40264,Casting,Nancy Foy
+40264,Set Decoration,Teresa Visinare
+40264,Editor,Peck Prior
+40264,Director,Jason Friedberg
+40264,Producer,Jason Friedberg
+40264,Writer,Jason Friedberg
+40264,Director,Aaron Seltzer
+40264,Producer,Peter Safran
+40264,Costume Design,Alix Hester
+1164,Director,Alejandro González Iñárritu
+1164,Idea,Alejandro González Iñárritu
+1164,Editor,Douglas Crise
+1164,Art Direction,Rika Nakanishi
+1164,Set Decoration,Yoshihito Akatsuka
+1164,Sound Designer,Martín Hernández
+239678,Director,Shawn Levy
+239678,Producer,Jeffrey Levine
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+14359,Director of Photography,Roger Deakins
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+14359,Producer,Scott Rudin
+14359,Unit Production Manager,Celia D. Costas
+14359,Costume Design,Ann Roth
+14359,Director,John Patrick Shanley
+14359,Script Supervisor,Dianne Dreyer
+14359,Casting Associate,Amelia Rasche McCarthy
+14359,Production Supervisor,Deb Dyer
+14359,Location Manager,Joe Guest
+3989,Executive Producer,Scott Rudin
+3989,Unit Production Manager,Michael Polaire
+3989,Executive Producer,Scott Aversano
+3989,Director,Trey Parker
+3989,Producer,Pam Brady
+3989,Sculptor,Craig Abele
+76617,Costume Design,Mary E. McLeod
+76617,Director of Photography,Anastas N. Michos
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+76617,Executive Producer,Kim Henkel
+76617,Executive Producer,Lati Grobman
+76617,Screenplay,Debra Sullivan
+76617,Executive Producer,Christa Campbell
+76617,Director,John Luessenhop
+76617,Screenplay,Kirsten Elms
+1710,Production Design,Jim Clay
+1710,Casting,Billy Hopkins
+1710,Executive Producer,Joseph M. Caracciolo Jr.
+1710,Original Music Composer,Christopher Young
+1710,Director of Photography,László Kovács
+1710,Director,Jon Amiel
+1710,Screenplay,Ann Biderman
+1710,Executive Producer,Mark Tarlov
+1710,Art Direction,Chris Seagers
+4258,Costume Design,Keith G. Lewis
+4258,Production Design,Clark Hunter
+4258,Characters,Jason Friedberg
+4258,Characters,Aaron Seltzer
+4258,Director,Malcolm D. Lee
+4258,Editor,Sam Seig
+4258,Stunts,Jennifer Cocker
+20391,Director of Photography,William A. Fraker
+20391,Screenplay,Alan Jay Lerner
+20391,Adaptation,Paddy Chayefsky
+20391,Director,Joshua Logan
+10139,Director,Gus Van Sant
+10139,Editor,Elliot Graham
+335778,Editor,Steve Mirkovich
+335778,Costume Design,Maurizio Millenotti
+335778,Screenplay,Kevin Reynolds
+335778,Director,Kevin Reynolds
+335778,Producer,Mickey Liddell
+335778,Producer,Patrick Aiello
+335778,Casting,Camilla-Valentine Isola
+335778,Producer,Pete Shilaimon
+335778,Screenplay,Paul Aiello
+9645,Producer,Robert Zemeckis
+9645,Executive Producer,Bruce Berman
+9645,Editor,Roger Barton
+9645,Original Music Composer,John Frizzell
+9645,Co-Producer,Susan Downey
+9645,Director,Steve Beck
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+9645,Researcher,Miriam Johnson
+9645,Sound Re-Recording Mixer,Ken S. Polk
+9645,Camera Operator,John Trapman
+9645,Unit Publicist,Fiona Searson
+9645,First Assistant Camera,Ricky Schamburg
+9645,Makeup Effects,Jason Baird
+9645,Set Designer,David Nimmo
+9645,Animation Supervisor,Andy Cadzow
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+9645,Storyboard,Graeme Callander
+9645,Construction Coordinator,John Rann
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+9645,Boom Operator,Rod Conder
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+9645,Conductor,Nick Ingman
+55465,Casting,Jeanne McCarthy
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+55465,Animation,Chris Ohlgren
+55465,Production Manager,Evan Smith
+617,Director of Photography,Jeffrey L. Kimball
+617,Director,John McNaughton
+617,Line Producer,Steven Brown
+617,Producer,Steven A. Jones
+617,Writer,Stephen Peters
+19904,Director,Nelson McCormick
+19904,Story,Carolyn Lefcourt
+19904,Executive Producer,Julie Meldal-Johnsen
+48289,Music Editor,Bill Bernstein
+48289,Stunt Coordinator,Greg Powell
+48289,Director,John Madden
+48289,Writer,Assaf Bernstein
+48289,Writer,Ido Rosenblum
+48289,Sound Effects Editor,Alastair Sirkett
+48289,Stunt Coordinator,Domonkos Pardanyi
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+48289,Wigmaker,Alex Rouse
+48289,Steadicam Operator,Alastair Rae
+48289,Visual Effects Editor,Sam Lane
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+48289,Costume Supervisor,Zsuzsa Stenger
+48289,Digital Intermediate,Matthew Bristowe
+48289,Script Supervisor,Kim Armitage
+243,Casting,Victoria Thomas
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+6933,Producer,Jennie Lew Tugend
+6933,Casting,Kelly Wagner
+6933,Producer,Andrew A. Kosove
+6933,Director,Eric Valette
+6933,Novel,Yasushi Akimoto
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+6933,Executive Producer,Martin Schuermann
+6933,Sound Re-Recording Mixer,Beau Borders
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+6933,Script Supervisor,Nila Neukum
+6933,Production Supervisor,Gregor Wilson
+17182,Unit Production Manager,Michael Polaire
+17182,Director,John Schlesinger
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+17182,Sound Re-Recording Mixer,Frank A. Montaño
+8848,Producer,Charles Roven
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+8848,Director,Roger Donaldson
+8848,Screenplay,Dick Clement
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+8848,Executive Producer,Alex Gartner
+8848,Executive Producer,Ryan Kavanaugh
+8848,Executive Producer,David Alper
+8848,Producer,Mairi Bett
+8848,Production Manager,Sasha Harris
+8848,Visual Effects Supervisor,Peter Webb
+8848,Executive Producer,Matthew Street
+8848,Executive Producer,David Whealy
+8848,Line Producer,Luigi Desole
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+8848,Camera Operator,Stuart Howell
+8848,Camera Operator,Chris Plevin
+8848,Gaffer,Terry Edland
+8848,Script Supervisor,Sylvia Parker
+38,Director,Michel Gondry
+38,Story,Pierre Bismuth
+38,Director of Photography,Ellen Kuras
+38,Executive Producer,Charlie Kaufman
+38,Executive Producer,Glenn Williamson
+38,Costume Design,Melissa Toth
+38,Executive Producer,David L. Bushell
+38,Set Decoration,Ron von Blomberg
+38,Script Supervisor,Mary Cybulski
+38303,Executive Producer,Mario Iscovich
+38303,Director,Andy Fickman
+1266,Original Music Composer,Graeme Revell
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+107985,Producer,Tim Bevan
+107985,Director,Edgar Wright
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+107985,Producer,Nira Park
+107985,Production Manager,Sasha Harris
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+14043,Producer,Jerry Weintraub
+14043,Executive Producer,Ben Waisbren
+14043,Unit Production Manager,Cherylanne Martin
+14043,Executive Producer,Mark Vahradian
+14043,Production Supervisor,Julie M. Anderson
+14043,Director,Andrew Fleming
+14043,Screenplay,Andrew Fleming
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+14043,Script Supervisor,Susan Malerstein
+14043,Dialogue Editor,Jeena M. Phelps
+14043,First Assistant Camera,Jeffrey S. Lorenz
+14043,Stunts,Brian Avery
+19901,Makeup Effects,Richard Taylor
+19901,Casting,Nikki Barrett
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+19901,Screenplay,Michael Spierig
+19901,Director,Peter Spierig
+19901,Screenplay,Peter Spierig
+19901,Sound Designer,Wayne Pashley
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+19901,Producer,Todd Fellman
+19901,Dialect Coach,Troy MacKinder
+19901,Line Producer,Stuart Wood
+19901,Makeup Department Head,Kym Sainsbury
+19901,Set Designer,Jacinta Leong
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+19901,Dialogue Editor,Jenny T. Ward
+19901,Sound Recordist,Craig Walmsley
+19901,Makeup Artist,Samantha Lyttle
+19901,Makeup Effects,Frances Richardson
+19901,Gaffer,Mick O'Brien
+19901,Production Accountant,Sophie Siomos
+34016,Supervising Sound Effects Editor,Michael Payne
+34016,Costume Design,Molly Maginnis
+34016,Casting,Allison Jones
+34016,Steadicam Operator,Geoffrey Haley
+34016,Director,Jim Field Smith
+34016,Screenplay,John Morris
+34016,Camera Operator,John Pirozzi
+34016,Camera Operator,Rodney Taylor
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+34016,Music Editor,John Finklea
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+34016,Production Coordinator,Janice F. Sperling
+34016,Sound Re-Recording Mixer,Chris Carpenter
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+59860,Producer,Arnon Milchan
+59860,Production Design,Hugo Luczyc-Wyhowski
+59860,Executive Producer,Forest Whitaker
+59860,Executive Producer,Stan Wlodkowski
+59860,Director,Thomas Bezucha
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+59860,Gaffer,James Plannette
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+59860,Novel,Jules Bass
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+10069,Executive Producer,Becki Cross Trujillo
+10069,Director,William Brent Bell
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+10069,Casting,Tommy Staub
+10069,Executive Producer,Douglas Hansen
+9588,Director,Simon Wincer
+9588,Producer,Stanley O'Toole
+12819,Director,Ben Gluck
+12819,Screenplay,Chris Denk
+12819,Director,Anthony Bell
+9954,Director,Renny Harlin
+9954,Director of Photography,Pierre Gill
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+9954,Executive Producer,Carol Kottenbrook
+9954,Production Design,Anne Pritchard
+10115,Producer,Gail Lyon
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+10115,Executive Producer,David Crockett
+10115,Editor,Troy Takaki
+10115,Director,Jessica Bendinger
+10115,Executive Producer,Derek Evans
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+25132,Director,Robert Rodriguez
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+577,Director,Gus Van Sant
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+328387,Casting,John Papsidera
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+12690,Director,Ed Harris
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+12690,Screenplay,Robert Knott
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+12690,Camera Operator,Ralph Watson
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+9945,Director,John Carpenter
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+9945,Screenplay,Don Jakoby
+9945,Casting,Reuben Cannon
+9945,Production Design,Thomas A. Walsh
+539,Director,Alfred Hitchcock
+539,Costume Supervisor,Helen Colvig
+539,Costume Design,Rita Riggs
+539,Sound Designer,Waldon O. Watson
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+13596,Director of Photography,Jack Green
+13596,Director,Howard Deutch
+13596,Screenplay,Howard Deutch
+13596,Production Design,Jane Ann Stewart
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+226857,Director,Shana Feste
+226857,Writer,Shana Feste
+226857,Writer,Joshua Safran
+13159,Director,Garry Marshall
+13159,Editorial Manager,Jake Rice
+47941,Director,Steve Rash
+526,Screenplay,Tom Mankiewicz
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+526,Screenplay,Edward Khmara
+526,Screenplay,David Webb Peoples
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+526,Stunts,Monica Ciprari
+22796,Screenplay,Mark Steven Johnson
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+2355,Casting,Sharon Bialy
+2355,Costume Design,Deborah Lynn Scott
+2355,Director,Mike Binder
+2355,Screenplay,Mike Binder
+2355,Producer,Jack Binder
+2355,Production Design,Christian Wintter
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+5915,Director,Sean Penn
+5915,Casting Associate,Kathy Driscoll
+5915,Production Design,Derek R. Hill
+5915,Director of Photography,Eric Gautier
+5915,Executive Producer,John J. Kelly
+5915,Visual Effects Producer,Rod Park
+5915,Set Decoration,Danielle Berman
+5915,Color Timer,Chris Regan
+5915,Stunt Coordinator,Doug Seus
+5915,Casting,J. Nathan Simmons
+5915,Sound Re-Recording Mixer,Lora Hirschberg
+5915,Set Decoration,Christopher Neely
+5915,Casting Associate,Lauren Grey
+9842,Executive Producer,Bob Weinstein
+9842,Production Design,Nelson Coates
+9842,Author,Steve Potter
+9842,Set Decoration,Denise Pizzini
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+9842,Screenplay,Scot Armstrong
+9842,Author,Scot Armstrong
+9842,Executive Producer,Hal E. Chester
+9842,Producer,Annette Savitch
+9842,Producer,JoAnn Perritano
+9842,Editor,Dan Schalk
+61012,Casting,Deirdre Bowen
+61012,Stunt Coordinator,Steve Lucescu
+61012,Director,Michael J. Bassett
+61012,Supervising Sound Editor,Jane Tattersall
+61012,Music Editor,James Bellamy
+61012,Special Effects Coordinator,Tony Kenny
+61012,Music Editor,Kevin Banks
+61012,Special Effects Supervisor,Mark Lawton
+755,Director,Robert Rodriguez
+755,Executive Producer,Robert Rodriguez
+755,Set Decoration,Felipe Fernández del Paso
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+755,Producer,Meir Teper
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+755,Set Designer,Colin De Rouin
+755,Sound Re-Recording Mixer,Sergio Reyes
+755,Dialogue Editor,Frank Smathers
+755,Sound Re-Recording Mixer,B. Tennyson Sebastian III
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+755,Set Dresser,Jeff Hay
+755,Second Assistant Director,Brian Bettwy
+755,Leadman,Chris Carriveau
+755,Sound Editor,Allan Bromberg
+755,Painter,Jennifer Flynn
+755,Painter,Adam Markey
+755,Sculptor,David Shwartz
+755,Set Dresser,Gregg M. Hartman
+755,Set Dresser,Howard Payne Miller
+13682,Director,Frank Nissen
+9089,Director,Jodie Foster
+9089,Production Design,Andrew McAlpine
+9089,Producer,Peggy Rajski
+9089,Script Supervisor,Dianne Dreyer
+9089,Costume Supervisor,Taryn Weaver
+9089,Unit Publicist,Anne S. Reilly
+9470,Editor,Angie Lam
+9470,Screenplay,Stephen Chow
+9470,Director,Stephen Chow
+9470,Music,Hang Yi
+9470,Production Coordinator,Petrina Ho
+18357,Music,Christopher Young
+18357,Sound Editor,Dan Yale
+18357,Editor,George Bowers
+18357,Assistant Art Director,Drew Boughton
+18357,ADR Editor,Victoria Rose Sampson
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+18357,Producer,Jeffrey Chernov
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+18357,Supervising Sound Editor,Todd Toon
+18357,Sound Editor,Charles W. Ritter
+18357,Orchestrator,Kostas Christides
+18357,Transportation Coordinator,Eddie Lee Voelker
+18357,Production Accountant,John C. Kruize
+18357,Sound Mixer,Steve Nelson
+18357,Unit Publicist,Toni Atterbury
+18357,Art Department Coordinator,Monica Frommholz
+18357,Property Master,Ritchie Kremer
+18357,First Assistant Camera,Gregory Irwin
+18357,Music Editor,Tim Boot
+18357,Associate Editor,Doron Shauly
+18357,Production Coordinator,Pamela Jaeckle
+18357,Location Manager,Michael Leon
+18357,Assistant Sound Editor,Ann L. Thornberg
+18357,Assistant Property Master,Monica Perez
+18357,Assistant Property Master,Brian Seccombe
+18357,Transportation Captain,Guy Tardif
+7979,Director,Marc Forster
+7979,Casting,Kate Dowd
+7979,Novel,Khaled Hosseini
+7979,Producer,E. Bennett Walsh
+470,Director,Alejandro González Iñárritu
+470,Producer,Alejandro González Iñárritu
+470,Editor,Stephen Mirrione
+470,Executive Producer,Ted Hope
+15644,Producer,Bruce Davey
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+15644,Set Decoration,Lance Lombardo
+15644,Executive Producer,Louise Rosner-Meyer
+15644,Music Editor,Gary Krause
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+15644,Director,Paul Abascal
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+15644,Assistant Costume Designer,Anita Cabada
+9582,Screenplay,Greg Glienna
+9582,Scenario Writer,Greg Glienna
+9582,Director,Chris Koch
+10642,Director,Amy Heckerling
+10642,Director of Photography,John Shepphird
+22074,Director,Michael Moore
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+2428,Editor,Harold F. Kress
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+2428,Art Direction,Richard Day
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+290751,Director,Billy Ray
+290751,Director of Photography,Daniel Moder
+13805,Editor,Peck Prior
+13805,Director,Jason Friedberg
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+13805,Producer,Jerry P. Jacobs
+4597,Original Music Composer,John Murphy
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+4597,Executive Producer,Debra James
+4597,Editor,Armen Minasian
+4597,Director,Nimród Antal
+4597,Executive Producer,Luis Guerrero
+9414,Casting,Michelle Guish
+9414,Director,Jon Amiel
+9414,Art Direction,Chris Seagers
+63492,Production Design,Jon Billington
+63492,Director,Mark Mylod
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+81796,Executive Producer,Luc Besson
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+10710,Casting,Ellen Lewis
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+10710,Executive Producer,Larry David
+15092,Producer,Gary Lucchesi
+15092,Producer,Richard S. Wright
+15092,Executive Producer,James McQuaide
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+15092,Executive Producer,Brian Taylor
+15092,Screenplay,Mark Neveldine
+15092,Director,Mark Neveldine
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+15092,Executive Producer,Eric Reid
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+15092,Director of Photography,Brandon Trost
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+15092,Second Unit Cinematographer,Chris Heinrich
+15092,Leadman,David Lombard
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+15092,ADR & Dubbing,Becky Sullivan
+15092,Unit Publicist,Alex L. Worman
+15092,Sound Designer,Stephen P. Robinson
+15092,Hairstylist,Mishell Chandler
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+15092,Foley,Guy Francoeur
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+11382,Director,Woody Allen
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+15005,Original Music Composer,J.A.C. Redford
+15005,Director,Michael O. Sajbel
+15005,Editor,Stephan Blinn
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+6963,Producer,Steve Tisch
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+6963,Makeup Artist,Allen Weisinger
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+12797,Director,David Koepp
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+17134,Producer,Mark Gordon
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+17134,Writer,Daniel Kunka
+17134,Art Direction,Teresa Carriker-Thayer
+17134,Sound Designer,Christopher S. Aud
+17134,Supervising Sound Editor,Christopher S. Aud
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+41402,Executive Producer,Nigel Sinclair
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+41402,Production Design,Ford Wheeler
+41402,Director,Matt Reeves
+41402,Producer,Simon Oakes
+41402,Art Direction,Guy Barnes
+41402,Executive Producer,John Ptak
+18885,Director,Charles T. Kanganis
+4953,Director,Michel Gondry
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+10773,Director,Stephen Frears
+10773,Producer,Norma Heyman
+10773,Editor,Lucia Zucchetti
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+10773,Screenplay,Martin Sherman
+146198,Editor,Dylan Tichenor
+146198,Producer,Marc Butan
+146198,Producer,Keith Redmon
+146198,Makeup Department Head,Kimberly Jones
+146198,Director,John Hillcoat
+146198,Music,Atticus Ross
+146198,Costume Design,Margot Wilson
+146198,Writer,Matt Cook
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+146198,ADR & Dubbing,Lisa J. Levine
+146198,Makeup Artist,Sarah Mays
+146198,Casting Associate,Kimberly Wistedt
+146198,Music,Bobby Krlic
+146198,Camera Operator,Matías Mesa
+146198,Rigging Gaffer,Greg Argarin
+2639,Director,Woody Allen
+2639,Screenplay,Woody Allen
+2639,Art Direction,Tom Warren
+2639,Costume Design,Suzy Benzinger
+2639,Editor,Susan E. Morse
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+10563,Screenplay,Aline Brosh McKenna
+10563,Visual Effects Supervisor,Randall Balsmeyer
+10563,Co-Producer,John M. Eckert
+10563,Director,Damon Santostefano
+10563,Associate Producer,Susan E. Novick
+10563,Production Design,David Nichols
+295964,Executive Producer,Bob Weinstein
+295964,Screenplay,Steven Knight
+295964,Director,John Wells
+295964,Producer,John Wells
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+295964,Executive Producer,Claire Rudnick Polstein
+295964,Art Direction,Joe Howard
+295964,Executive Producer,Negeen Yazdi
+295964,Associate Producer,Kristin Martini
+5971,Producer,Art Linson
+5971,Director,Neil Jordan
+9716,Director,Woody Allen
+9716,Co-Executive Producer,Letty Aronson
+9716,Executive Producer,Robert Greenhut
+9716,Costume Design,Jeffrey Kurland
+9716,Editor,Susan E. Morse
+9716,Supervising Sound Editor,Robert Hein
+9716,Director of Photography,Carlo Di Palma
+9716,Foley,Marko A. Costanzo
+9716,Set Decoration,Elaine O'Donnell
+9716,Construction Coordinator,Ron Petagna
+9716,Location Scout,Tom Yeager
+9716,Unit Manager,Patrick Gordon
+9716,Stunt Coordinator,Roy Farfel
+9716,Digital Compositors,Matt McDonald
+9716,Assistant Editor,Kent Blocher
+9716,Dolby Consultant,Bradford L. Hohle
+9716,Hairstylist,Werner Sherer
+9716,Camera Operator,Dick Mingalone
+9716,Dialogue Editor,Sylvia Menno
+9716,Gaffer,Michael Proscia Jr.
+9716,Boom Operator,Micah Solomon
+9716,Art Department Coordinator,Glenn Lloyd
+9716,Visual Effects Coordinator,William Kruzykowski
+9716,Assistant Editor,William Kruzykowski
+9716,Transportation Captain,Peter Tavis
+9716,Grip,André Bouladoux
+9716,Foley,Janice Keuhnelian
+9716,Administration,Sophie Drouin
+9716,Animation Supervisor,Daniel Leung
+9716,Assistant Director,Genka Emili
+9716,Grip,Rick Marroquin
+9716,Grip,Mario Tessarin
+9716,Location Manager,Olivier Lhoste
+9716,Location Scout,Heidi Topper
+9716,Makeup Artist,Rosemary Zurlo
+9716,Scenic Artist,Gilles Piéri
+9716,Stunts,Vic Bucossi
+9716,Thanks,Jill Rosenthal
+9716,Unit Manager,Enrico Ballarin
+11835,Director,James Wan
+11835,Original Music Composer,Charlie Clouser
+11835,Casting,Deborah Aquila
+11835,Director of Photography,John R. Leonetti
+11835,Producer,Ashok Amritraj
+11835,Second Unit Cinematographer,Michael St. Hilaire
+11835,Producer,Howard Baldwin
+11835,Casting,Jennifer L. Smith
+11835,Executive Producer,Andrew Sugerman
+11835,Executive Producer,Lars Sylvest
+11835,Screenplay,Ian Jeffers
+11835,Novel,Brian Garfield
+11835,Executive Producer,Nick Morton
+11835,Sound Re-Recording Mixer,Chris David
+11835,Production Design,Julie Berghoff
+11835,Casting,Tricia Wood
+11835,Costume Design,Kristin M. Burke
+11835,Makeup Effects,Rocky Faulkner
+11835,Makeup Artist,Rocky Faulkner
+11835,Sound Recordist,Gabriel J. Serrano
+11835,Production Supervisor,Wendy Cox
+11835,Script Supervisor,Kara B. Still
+11835,Supervising Sound Editor,Kelly Cabral
+11835,Art Department Coordinator,Tiffany Apple
+11835,Script Supervisor,Candice Grubb
+26171,Producer,Gianni Nunnari
+26171,Art Direction,Drew Boughton
+26171,Screenplay,Tonino Guerra
+26171,Executive Producer,Meir Teper
+26171,Executive Producer,Callum Greene
+26171,Director,Kirk Jones
+26171,Production Design,Andrew Jackness
+26171,Producer,Nathalie Peter-Contesse
+31117,Director,Bob Clark
+9074,Director of Photography,Adam Kane
+9074,Director,Les Mayfield
+14396,Director,Les Mayfield
+14396,Standby Painter,Mark N Tompkins
+15673,Director,Michael Lembeck
+42618,Costume Design,Edith Head
+42618,Editor,Stuart Gilmore
+42618,Original Music Composer,Cy Coleman
+42618,Director,Bob Fosse
+171274,Director,Paul Thomas Anderson
+171274,Producer,Paul Thomas Anderson
+171274,Producer,JoAnne Sellar
+171274,Editor,Leslie Jones
+171274,Production Design,David Crank
+171274,Co-Producer,Eli Bush
+171274,Sound Designer,Christopher Scarabosio
+171274,Production Supervisor,Karen Ruth Getchell
+24432,Director,Frank Passingham
+24432,Director,Dave Borthwick
+24432,Director,Jean Duval
+109417,Executive Producer,William Packer
+109417,Producer,Amy Locane
+109417,Art Direction,Charlie Campbell
+109417,Director,Benson Lee
+109417,Compositors,Dhumal Sagar
+109417,Hairstylist,Catherine Jabes
+13948,Director,David Zucker
+106747,Director,Robert Rodriguez
+106747,Casting,Mary Vernieu
+106747,Production Design,Steve Joyner
+106747,Editor,Rebecca Rodriguez
+106747,Stunt Coordinator,Troy Brown
+106747,Producer,Iliana Nikolic
+106747,Story,Marcel Rodriguez
+106747,Second Unit Cinematographer,Sean Maxwell
+106747,Sound Re-Recording Mixer,Brad Engleking
+106747,Visual Effects Editor,Mark Edward Wright
+106747,Script Supervisor,Beatrice Bellino
+106747,Special Effects Coordinator,Joe Montenegro
+106747,Associate Producer,Marina Bespalov
+10929,Casting,John Papsidera
+10929,Casting,Heike Brandstatter
+10929,Director of Photography,Robert McLachlan
+10929,Executive Producer,Richard Brener
+10929,Director,Glen Morgan
+10929,Novel,Gilbert Ralston
+10929,Dialogue Editor,Frederick H. Stahly
+10929,Visual Effects Producer,Robin Griffin
+10929,Visual Effects Producer,Mandy Tankenson
+10929,Visual Effects Producer,Kelly L'Estrange
+10929,Still Photographer,Douglas Curran
+10929,Dialogue Editor,Michelle Pazer
+10929,Visual Effects Editor,Kosta Saric
+10929,Music Editor,Thomas Milano
+10929,Script Supervisor,Christine Lalande
+10929,Makeup Artist,Tanya Hudson
+10929,Script Supervisor,Helga Ungurait
+10929,Still Photographer,Pierre Vinet
+10929,3D Supervisor,Scott Edelstein
+10929,Visual Effects Coordinator,Bridgitte Krupke
+14220,Screenplay,Fred Wolf
+14220,Director,Fred Wolf
+46435,Production Design,Eve Stewart
+46435,Costume Design,Lindy Hemming
+46435,Director,Mike Leigh
+256962,Post Production Supervisor,Lisa Dennis Kennedy
+256962,Costume Design,Laura Jean Shannon
+256962,Editor,Joan Sobel
+256962,Director,Alejandro Monteverde
+256962,Producer,Alejandro Monteverde
+256962,Executive Producer,Roma Downey
+256962,Screenplay,Pepe Portillo
+256962,Art Direction,Carlos Benassini
+256962,Set Decoration,Jorge Barba
+256962,Line Producer,Luisa Gomez de Silva
+256962,Executive Producer,Emilio Azcarraga Jean
+256962,Executive Producer,Bernardo Gomez Martinez
+256962,Executive Producer,Jeff Young
+256962,Editor,Meg Ramsay
+48231,Director,David Cronenberg
+48231,Editor,Ronald Sanders
+48231,Producer,Jeremy Thomas
+48231,Production Design,James McAteer
+48231,Hair Designer,Stephan Dupuis
+48231,Screenplay,Christopher Hampton
+48231,Co-Producer,Marco Mehlitz
+48231,Line Producer,Marco Mehlitz
+48231,Supervising Sound Editor,Wayne Griffin
+48231,Sound Re-Recording Mixer,Christian T. Cooke
+48231,Dialogue Editor,Alastair Gray
+48231,Executive Producer,Karl Spoerri
+48231,Executive Producer,Matthias Zimmermann
+48231,Set Decoration,Gernot Thöndel
+48231,Assistant Costume Designer,Nigel Egerton
+48231,Production Sound Mixer,Michal Holubec
+48231,Script Supervisor,Caroline Veyssière
+48231,Gaffer,John Colley
+48231,Set Designer,Itsuko Kurono
+48231,Still Photographer,Liam Daniel
+48231,Art Direction,Nina Hirschberg
+48231,Property Master,Stefan Isfort
+48231,Key Hair Stylist,Barbara Kichi
+48231,Makeup Artist,Nadia Homri
+48231,Location Manager,Sonja Fisher
+48231,Production Controller,Bernhard Speck
+3509,Director,Richard Linklater
+3509,Novel,Philip K. Dick
+3509,Executive Producer,Steven Soderbergh
+3509,Director of Photography,Shane F. Kelly
+3509,Script Supervisor,Brooke Satrazemis
+3509,Art Department Coordinator,Fred Daniel
+82684,Director,Curtis Hanson
+82684,Casting,Mary Vernieu
+82684,Original Music Composer,Chad Fischer
+82684,Director of Photography,Bill Pope
+82684,Casting,Nina Henninger
+82684,Executive Producer,Gerard Butler
+82684,Director,Michael Apted
+82684,Executive Producer,Alan Siegel
+82684,Producer,Jim Meenaghan
+82684,Assistant Costume Designer,Jessica Albertson
+82684,Script Supervisor,Virginia Saenz McCarthy
+82684,Special Effects Coordinator,J.D. Streett
+12142,Director,Uwe Boll
+12142,Executive Producer,Uwe Boll
+12142,Executive Producer,Wolfgang Herold
+23367,Editor,John Gilbert
+23367,Casting,Nancy Nayor
+23367,Screenplay,Todd Graff
+23367,Director,Todd Graff
+23367,Director of Photography,Eric Steelberg
+23367,Producer,Jared Mass
+23367,Scenario Writer,Josh A. Cagan
+23367,Costume Design,Ernesto Martinez
+10740,Makeup Artist,Robert McCann
+10740,Screenplay,Jean-Claude Carrière
+10740,Director,Jonathan Glazer
+10740,Executive Producer,Xavier Marchand
+10740,Makeup Department Head,James Sarzotti
+241239,Sound Designer,Steve Boeddeker
+241239,Supervising Sound Editor,Steve Boeddeker
+241239,Foley,Goro Koyama
+241239,Construction Coordinator,Ron Petagna
+241239,Hairstylist,Kay Georgiou
+241239,Producer,Neal Dodson
+241239,Screenplay,J.C. Chandor
+241239,Director,J.C. Chandor
+241239,Still Photographer,Atsushi Nishijima
+241239,Sound Re-Recording Mixer,Brandon Proctor
+241239,Foley,Sandra Fox
+241239,Sound Effects Editor,David Chrastka
+241239,Visual Effects Producer,Renuka Ballal
+241239,Script Supervisor,Martha Pinson
+241239,Camera Operator,David Isern
+241239,ADR & Dubbing,Marilyn McCoppen
+241239,Hairstylist,Kerrie Smith
+241239,Makeup Department Head,Kyra Panchenko
+241239,Sound Re-Recording Mixer,Gary Summers
+241239,Visual Effects Supervisor,Jeff Wozniak
+241239,Property Master,Michael Trosper
+241239,VFX Supervisor,Alex Lemke
+241239,Visual Effects Producer,Michael Huber
+241239,Director of Photography,Stanley Fernandez Jr.
+241239,Costume Supervisor,Megan Asbee
+241239,Dialect Coach,Kate Wilson
+14582,Costume Design,Wendy Partridge
+14582,Production Design,Carol Spier
+14582,Director,Paul Gross
+14582,Music Editor,Kevin Banks
+14582,Special Effects Coordinator,James Paradis
+14582,Camera Operator,Dale H. Jahraus
+14582,Location Manager,Peter Horn
+14914,Casting,Denise Chamian
+14914,Production Design,Hugo Luczyc-Wyhowski
+14914,Director,Marc Abraham
+14914,Costume Design,Luis Sequeira
+14914,Art Direction,Patrick Banister
+3902,Director,Todd Haynes
+3902,Screenplay,Oren Moverman
+77948,Director of Photography,Remi Adefarasin
+77948,Director,Mabrouk El Mechri
+77948,Executive Producer,Scott Wiper
+77948,ADR & Dubbing,Shira Scott
+77948,Writer,John Petro
+21755,Director,Rian Johnson
+21755,Writer,Rian Johnson
+21755,Original Music Composer,Nathan Johnson
+21755,Director of Photography,Steve Yedlin
+21755,Executive Producer,Wendy Japhet
+21755,Stunt Coordinator,Glenn Marks
+4960,Screenplay,Charlie Kaufman
+4960,Director,Charlie Kaufman
+4960,Producer,Sidney Kimmel
+4960,Editor,Robert Frazen
+4960,Executive Producer,Ray Angelic
+128,Director,Hayao Miyazaki
+128,Original Music Composer,Joe Hisaishi
+128,Editor,Takeshi Seyama
+128,Art Direction,Yôji Takeshige
+128,Animation Supervisor,Masashi Ando
+128,Executive Producer,Seiichiro Ujiie
+128,Animation Supervisor,Yoshifumi Kondô
+128,Art Direction,Nizou Yamamoto
+128,Executive Producer,Yutaka Narita
+128,Animation,Ikuo Kuwana
+128,Sound Effects Editor,Michihiro Ito
+128,Animation,Sachiko Sugino
+128,Animation,Ken'ichi Yamada
+128,Animation,Eiji Yamamori
+128,Background Designer,Ryôko Ina
+128,Animation,Mariko Matsuo
+128,Background Designer,Kyouko Naganawa
+128,Animation Manager,Rie Nakagome
+128,Animation Manager,Katsutoshi Nakamura
+128,Animation,Masako Shinohara
+128,Animation,Keiko Tomizawa
+128,Background Designer,Kiyomi Ôta
+128,Animation,Atsuko Ôtani
+14652,Director,Jean-Paul Rappeneau
+40932,Writer,Bronte Woodard
+40932,Director,Nancy Walker
+16608,Executive Producer,Robert Jones
+16608,Casting,Gary Davy
+16608,Executive Producer,Chris Auty
+16608,Director,John Hillcoat
+16608,Executive Producer,James Atherton
+16608,Line Producer,Gina Black
+16608,Producer,Pam Collis
+16608,Executive Producer,Sara Giles
+16608,Executive Producer,Norman Humphrey
+16608,Music Supervisor,Gerard McCann
+16608,Script Supervisor,Joanne McLennan
+16608,Sound Re-Recording Mixer,Richard Davey
+16608,Still Photographer,Polly Borland
+334531,Director of Photography,Frank G. DeMarco
+334531,Costume Supervisor,Stephen M. Chudej
+334531,Music Supervisor,Randall Poster
+334531,Director,Angelo Pizzo
+334531,Costume Design,Kari Perkins
+334531,Executive Producer,Michael Beugg
+334531,Original Music Composer,John Paesano
+334531,Co-Producer,Lawrence M. Kopeikin
+334531,Script Supervisor,Pam Fuller
+334531,Executive Producer,Paula Walter
+334531,Executive Producer,Rusty Walter
+334531,Executive Producer,Tony Jones
+32316,Director,Richard Benjamin
+7299,Casting,Jeanne McCarthy
+7299,Producer,Jan de Bont
+7299,Supervising Sound Editor,Peter Brown
+7299,Art Department Coordinator,Roxy Konrad
+7299,Dialogue Editor,Harry B. Miller III
+7299,Director,Kurt Wimmer
+7299,Editor,William Yeh
+7299,Sound Re-Recording Mixer,Jeffrey Perkins
+7299,Supervising Sound Editor,Stephen Hunter Flick
+7299,Foley,Gary A. Hecker
+7299,Costume Supervisor,Jean Rosone
+7299,Art Direction,Justin Warburton-Brown
+7299,Casting,Annette Borgmann
+7299,Script Supervisor,Pamela Alch
+7299,Foley,Edward M. Steidele
+7299,Camera Operator,Peter Taylor
+7299,Visual Effects Supervisor,Tim McGovern
+7299,Visual Effects Supervisor,David Sosalla
+7299,Hairstylist,Björn Rehbein
+7299,Location Manager,Marco Giacalone
+7299,Script Supervisor,Stella D'Onofrio
+7299,Makeup Artist,Carolin Spill
+7299,Sound Recordist,Charlie Ajar Jr.
+7299,Sound Effects Editor,Dana Gustafson
+7299,Sound Effects Editor,Greg ten Bosch
+7299,Visual Effects Producer,Kim Lavery
+7299,Visual Effects Producer,Maureen O'Connor
+7299,Camera Operator,Gianmaria Majorana
+7299,Gaffer,Peter Kosel
+7299,Rigging Gaffer,Reinhard Stöckl
+7299,Set Costumer,Nina Hess
+7299,First Assistant Editor,Douglas Kunin
+7299,Transportation Coordinator,Daniel Mattig
+7299,Picture Car Coordinator,Stephan Schröter
+7299,Location Manager,Mark Stehli
+7299,Script Supervisor,Tess Malone
+7299,Loader,Chris Britton
+13405,Director,Roger Spottiswoode
+19457,Music,Howard Shore
+19457,Producer,Nick Wechsler
+19457,Executive Producer,Jonathan Gordon
+19457,Director of Photography,Harris Savides
+19457,Editor,Jeffrey Ford
+19457,Director,James Gray
+19457,Set Decoration,Ford Wheeler
+19457,Producer,Paul Webster
+19457,Production Design,Kevin Thompson
+19457,Producer,Kerry Orent
+19457,Co-Producer,Christopher Goode
+112937,Director,Matthew Diamond
+112937,Creator,Kenn Viselman
+112937,Line Producer,Wendal Scott Reeder
+314385,Costume Design,Ellen Mirojnick
+314385,Original Music Composer,Gabriel Yared
+314385,Production Sound Mixer,David Stephenson
+314385,Director,Angelina Jolie
+314385,Still Photographer,Merrick Morton
+314385,Key Hair Stylist,Marcelle Genovese
+314385,Gaffer,Jakob Ballinger
+314385,Makeup Artist,Jean Ann Black
+314385,Casting,Edward Said
+314385,Sound Re-Recording Mixer,Mark Paterson
+314385,Sound Re-Recording Mixer,Anna Behlmer
+314385,Makeup Artist,Matteo Silvi
+314385,Executive Producer,Michael Vieira
+314385,Makeup Artist,Chantal Busuttil
+314385,Steadicam Operator,Robert Stopfer
+8953,Director,Katsuhiro Ōtomo
+8953,Executive Producer,Shigeru Watanabe
+8953,Original Music Composer,Steve Jablonsky
+8953,Producer,Shinji Komori
+29078,Director,David Anspaugh
+46503,Director,Andrew Jarecki
+10448,Executive Producer,Barrie M. Osborne
+10448,Producer,Jim Wilson
+10448,Editor,Peter Boyle
+10448,Executive Producer,Guy East
+10448,Director,Kevin Reynolds
+10448,Director of Photography,Stephen F. Windon
+13688,Producer,Han Sanping
+13688,Director,Stephen Chow
+13688,Producer,Connie Wong Nga-Lam
+10353,Director,Jean-Marie Poiré
+10353,Music,Eric Levi
+43935,Executive Producer,Gilbert Adler
+43935,Director,Kevin Munroe
+11458,Original Music Composer,Terence Blanchard
+11458,Director of Photography,Peter Deming
+11458,Director,Daniel Algrant
+11458,Screenplay,Jon Robin Baitz
+44638,Director,Julie Taymor
+44638,Producer,Julie Taymor
+44638,Screenplay,Julie Taymor
+44638,Executive Producer,Stewart Till
+44638,Producer,Julia Taylor-Stanley
+44638,Executive Producer,Anthony Buckner
+241257,Production Design,Carol Spier
+241257,Screenplay,Alejandro Amenábar
+241257,Director,Alejandro Amenábar
+241257,Producer,Christina Piovesan
+241257,Makeup Department Head,Catherine Viot
+241257,Sound Re-Recording Mixer,Marc Orts
+241257,Foley,Digba Kurpjel
+241257,Sound Designer,Gabriel Gutiérrez
+241257,Supervising Sound Editor,Gabriel Gutiérrez
+241257,Special Effects Coordinator,Mark Ahee
+241257,Gaffer,Bob Davidson
+241257,Assistant Costume Designer,Emily McHugh
+14538,Director,Daniel Lee
+13250,Producer,William Vince
+13250,Director of Photography,Ashley Rowe
+13250,Executive Producer,Marina Grasic
+13250,Executive Producer,Jeff Abberley
+13250,Director,Mike Barker
+13250,Executive Producer,David Valleau
+13250,Line Producer,Michael Potkins
+13250,Original Music Composer,Robert Duncan
+13250,First Assistant Camera,Stewart Whelan
+133931,Screenplay,Wayne Thornley
+133931,Director,Wayne Thornley
+133931,Screenplay,Raffaella Delle Donne
+280871,Original Music Composer,Ramesh Vinayakam
+280871,Director,Gnana Rajasekaran
+280871,Producer,Sharanyan Nadathur
+280871,Producer,Sindhu Rajasekaran
+280871,Art Direction,Pradeep Krishnamoorthy
+239897,Director,Tom Walsh
+184341,Director,Jonathan Jakubowicz
+334074,Director,James McTeigue
+334074,Music Editor,Peter Clarke
+334074,Executive Producer,Jason Bloom
+334074,Sound Effects Editor,Samir Foco
+334074,Second Unit Cinematographer,Anton Bakarski
+334074,Producer,Matthew O'Toole
+334074,Co-Producer,Alexander O'Neal
+334074,Stunt Coordinator,Borislav Iliev
+334074,Costume Supervisor,Gabrielle Spanswick
+334074,Supervising Art Director,Hannah Moseley
+334074,Supervising Sound Editor,Nigel Stone
+334074,Foley,John Simpson
+334074,Art Direction,Will Coubrough
+334074,Stunt Coordinator,Rowley Irlam
+334074,Still Photographer,Simon Varsano
+334074,Editor,Kate Baird
+334074,Visual Effects Editor,Nikolay Pachov
+334074,Makeup Artist,Gloria Peñaranda
+334074,Animation,Konstantin Nikolov
+334074,Visual Effects Supervisor,Gary J. Brown
+334074,Armorer,Stefan Razlojki
+334074,Visual Effects Editor,Lyubomira Mladenova
+199373,Original Music Composer,Lorne Balfe
+199373,Producer,Jeff Rice
+199373,Director of Photography,Patrick Murguia
+199373,Producer,Jane Fleming
+199373,Director,Scott Walker
+199373,Writer,Scott Walker
+14202,Screenplay,Ron Nyswaner
+14202,Executive Producer,Ron Nyswaner
+14202,Director,John Curran
+14202,Executive Producer,John Curran
+14202,Producer,Sara Colleton
+6968,Makeup Department Head,Waldemar Pokromski
+6968,Director,Uli Edel
+6968,Makeup Artist,Sabine Rohrman
+6968,Music,Peter Hinderthür
+6968,Hairstylist,Sabine Schumann
+6968,Music,Florian Tessloff
+6968,Art Direction,Hucky Hornberger
+6968,Foley,Jörn Poetzl
+6968,Special Effects Supervisor,Adolf Wojtinek
+6968,Armorer,Lutz Zeidler
+6968,Camera Operator,Volker Gläser
+6968,Sound Effects Editor,Jan Bloemeke
+581,Director,Kevin Costner
+581,Producer,Kevin Costner
+581,Original Music Composer,John Barry
+581,Director of Photography,Dean Semler
+581,Production Design,Jeffrey Beecroft
+581,Costume Design,Elsa Zamparelli
+581,Editor,Steve Potter
+581,Foley,Alicia Stevenson
+581,Sound Re-Recording Mixer,Jeffrey Perkins
+581,Casting,Rene Haynes
+581,Construction Coordinator,Ben Zeller
+581,Editor,Chip Masamitsu
+581,Property Master,Scott A. Stephens
+581,Sound Designer,Robert Fitzgerald
+581,Sound Re-Recording Mixer,Gregory H. Watkins
+581,Set Costumer,Barbara Gordon
+581,Transportation Captain,Jonathan A. Rosenfeld
+581,Supervising Sound Editor,Hari Ryatt
+581,ADR & Dubbing,Barbara Barnaby
+581,Unit Publicist,Peter Haas
+581,Visual Effects,Paul Curley
+581,Assistant Editor,Robert C. Lusted
+52449,Executive Producer,Georgia Kacandes
+52449,Makeup Department Head,Peter Robb-King
+52449,Costume Design,Debra McGuire
+52449,Director,Jake Kasdan
+52449,Producer,David B. Householter
+52449,Casting,Anya Colloff
+52449,Casting,Amy McIntyre Britt
+52449,Screenplay,Gene Stupnitsky
+52449,Executive Producer,Gene Stupnitsky
+52449,Executive Producer,Lee Eisenberg
+52449,Dialogue Editor,G.W. Brown
+52449,Stunts,Jessie Graff
+52449,Sound Effects Editor,Robert Grieve
+52449,Sound Re-Recording Mixer,Tateum Kohut
+52449,Music Supervisor,Manish Raval
+52449,Art Department Coordinator,Ari Jacobs
+52449,Steadicam Operator,Matthew A. Petrosky
+52449,Production Supervisor,Louise DeCordoba
+12150,Screenplay,Richard Price
+12150,Director of Photography,Ronnie Taylor
+12150,Director,Harold Becker
+12150,Editor,David Bretherton
+12150,Producer,Louis A. Stroller
+11247,Casting,Sarah Finn
+11247,Production Design,Charles William Breen
+11247,Original Music Composer,Christophe Beck
+11247,Co-Executive Producer,Susan Duff
+11247,Director,Mark Rosman
+11247,Screenplay,Leigh Dunlap
+11247,Producer,Ilyssa Goodman
+11247,Art Direction,Gary Diamond
+11247,Location Manager,Patrick Mignano
+11247,Casting Associate,Courtney Gross
+11247,Title Designer,Jimmy Zelinger
+4232,Sound Re-Recording Mixer,Rick Alexander
+4232,Director,Wes Craven
+4232,First Assistant Camera,Scott Andrew Ressler
+4232,Special Effects Supervisor,Frank Ceglia
+4232,Production Accountant,David Crockett
+4232,Executive Producer,Marianne Maddalena
+4232,Editor,Patrick Lussier
+4232,Still Photographer,David Moir
+4232,Transportation Coordinator,Derek Raser
+4232,Script Supervisor,Annie Welles
+4232,Property Master,John Paul 'J.P.' Jones
+4232,Post Production Supervisor,Daniel K. Arredondo
+4232,Orchestrator,Pete Anthony
+4232,Standby Painter,Victoria Carlson
+4232,Boom Operator,Sean Rush
+4232,Sound Recordist,Steve Kohler
+4232,Color Timer,Mike Mertens
+4232,Storyboard,Gary Damian Thomas
+4232,Location Scout,James Marlowe
+4232,Carpenter,Braxton Bragg
+4232,Transportation Captain,J.T. Thayer
+4232,Video Assist Operator,Doug Hunt
+4232,Lighting Technician,Jason Boccaleoni
+4232,Rigging Grip,Ron Diggory
+4232,Foley,Roy Baker
+9378,Producer,Robert Zemeckis
+9378,Producer,Joel Silver
+9378,Sound Editor,Dane A. Davis
+9378,Editor,Edward A. Warschilka
+9378,Makeup Effects,Charles Porlier
+9378,Executive Producer,Steve Richards
+9378,Art Direction,Tim Beach
+9378,First Assistant Camera,Greg Beaton
+9378,Director,Steve Beck
+9378,Editor,Omar Daher
+9378,Co-Producer,Richard Mirisch
+9378,Local Casting,Lynne Carrow
+9378,Transportation Coordinator,Ron James
+9378,Third Assistant Director,James Bitonti
+9378,Casting Associate,Rebecca Gushin
+9378,Art Direction,Don MacAulay
+9378,Carpenter,David Weber
+9378,Makeup Effects,Shannon Shea
+9378,Makeup Effects,Mike Fields
+9378,Craft Service,Nancy Kress
+9378,Makeup Effects,James Hall
+9378,Key Grip,Dillard Brinson
+9378,Set Designer,Andrew Li
+9378,Makeup Effects,Steven Hartman
+9378,Costume Design,Jenni Gullett
+9378,Construction Coordinator,Brian Shell
+9378,Steadicam Operator,Daniel Sauvé
+9378,Location Manager,Kirk Johns
+9378,Foley Editor,Andrew Lackey
+9378,Makeup Effects,Patricia Murray
+9378,Co-Producer,Terry Castle
+9378,Art Department Coordinator,Gregory Dewar
+9378,Color Timer,Jeff Smithwick
+9378,Makeup Effects,Norman Cabrera
+9378,Makeup Effects,Chris Cera
+9378,Makeup Effects,Chris Cera
+9378,Makeup Effects,Leanne Rae Podavin
+9378,Executive In Charge Of Production,Bill Draper
+9378,Painter,Mark N Tompkins
+9378,Camera Operator,Tom Fillingham
+9378,Production Sound Mixer,Patrick Ramsay
+9378,CG Supervisor,Kenji Sweeney
+9378,Dolly Grip,Gil Forrester
+694,Director,Stanley Kubrick
+694,Producer,Stanley Kubrick
+694,Original Music Composer,Rachel Elkind
+694,Art Direction,Leslie Tomkins
+694,Production Design,Roy Walker
+694,Costume Design,Milena Canonero
+694,Screenplay,Diane Johnson
+105,Director,Robert Zemeckis
+105,Writer,Robert Zemeckis
+105,Executive Producer,Steven Spielberg
+105,Executive Producer,Frank Marshall
+105,Director of Photography,Dean Cundey
+105,Stunts,Eric Stoltz
+105,Costume Design,Deborah Lynn Scott
+105,Stunt Coordinator,Walter Scott
+105,First Assistant Camera,Clyde E. Bryan
+105,Other,Drew Struzan
+105,Music Supervisor,Bones Howe
+11377,Producer,Robert Zemeckis
+11377,Art Direction,Richard F. Mays
+11377,Executive Producer,Dan Cracchiolo
+11377,Director,William Malone
+11377,First Assistant Editor,Tirsa Hackshaw
+11377,Second Unit Cinematographer,Gregg Brazzel
+11377,Visual Effects,Michael Shelton
+11377,Casting,Laura Kennedy
+11377,Costume Supervisor,Kimberly Guenther Durkin
+11377,Sound Re-Recording Mixer,Kevin E. Carpenter
+11377,Dolby Consultant,Thom 'Coach' Ehle
+11377,Construction Foreman,Brian Walker
+11377,Construction Coordinator,Walt Hadfield
+11377,Co-Producer,Terry Castle
+11377,Associate Producer,Ed Tapia
+11377,Foley,Thom Brennan
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+11377,Standby Painter,Bill 'Kauhane' Hoyt
+11377,Key Grip,Bob Munoz
+11377,Set Dresser,David Ladish
+11377,Art Department Assistant,Steve Rodriguez
+11377,Still Photographer,Tom Farrar
+11377,Key Hair Stylist,Patricia Vecchio
+11377,Propmaker,Steven Fidler
+11377,Set Medic,Gloria M. Fujita
+11377,Transportation Captain,Timothy E. Henley
+11377,Transportation Co-Captain,Thomas M. Krigbaum
+11377,Lighting Technician,Scott Kidner
+11377,Orchestrator,Bruce Babcock
+11377,Production Sound Mixer,Vince Garcia
+11377,Digital Compositors,Marla Carter Barrett
+11377,Visual Effects Producer,Paul Taglianetti
+11377,Grip,Robert Ikeda
+11377,Second Assistant Director,Simone Farber
+11377,Negative Cutter,Barbara Riley
+26367,Director,Tyler Perry
+385383,Director,Rob Hawk
+385383,Producer,Rocco Michaluk
+41210,Story,Jeffrey Eugenides
+41210,Screenplay,Allan Loeb
+41210,Director,Josh Gordon
+41210,Director,Will Speck
+41210,Cinematography,Jess Hall
+41210,Executive Producer,Kristin Hahn
+41210,Production Design,Adam Stockhausen
+41210,Art Direction,Larry M. Gruber
+41210,Co-Producer,Mary Lee
+12090,Art Direction,Troy Sizemore
+12090,Executive Producer,Lauren Shuler Donner
+12090,Supervising Music Editor,Jeff Carson
+12090,Editor,Don Zimmerman
+12090,Director,Shawn Levy
+12090,Costume Design,Debra McGuire
+12090,Screenplay,Sam Harper
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+12090,Makeup Artist,Robin Slater
+12090,Production Design,Nina Ruscio
+12090,Makeup Artist,Eryn Krueger Mekash
+12090,Script Supervisor,Diane Durant
+12090,Still Photographer,Tracy Bennett
+12090,Boom Operator,Lawrence L. Commans
+62630,Costume Design,Anna B. Sheppard
+62630,Screenplay,Michael Thomas
+62630,Director,Lee Tamahori
+62630,Foley,Julien Naudin
+62630,Cinematography,Jan Vrints
+62630,Visual Effects Producer,Alan Church
+62630,Set Costumer,Carmen Agius
+62630,ADR & Dubbing,Nick Lowe
+62630,Art Direction,Charlo Dalli
+62630,Location Manager,Mark Sansone
+62630,Art Department Coordinator,Chris Bonello
+62630,Stunt Coordinator,Lubomir Misak
+62630,Still Photographer,Sofie Silberman
+62630,Set Costumer,Rosanna Silvio
+62630,First Assistant Editor,Yves Bertrand
+62630,Location Manager,Fawaz Zoubi
+16110,Director,Britt Allcroft
+29427,Original Music Composer,Mark Isham
+29427,Producer,Rob Cowan
+29427,Producer,Dean Georgaris
+29427,Director of Photography,Maxime Alexandre
+29427,Director,Breck Eisner
+29427,Foley,David Lee Fein
+29427,Production Accountant,Vicki L. Sawyer
+29427,Sound Designer,Laurent Kossayan
+29427,Camera Operator,Duane Manwiller
+29427,Second Unit Cinematographer,Duane Manwiller
+29427,Makeup Effects,Jonah Levy
+29427,Camera Operator,Gary Jay
+29427,Hairstylist,Diana Sikes
+29427,Makeup Effects,Toby Sells
+29427,ADR & Dubbing,Russell Farmarco
+29427,Visual Effects Producer,Pam Hammarlund
+29427,Set Costumer,Shayne Allen Duhon
+129,Director,Hayao Miyazaki
+129,Original Music Composer,Joe Hisaishi
+129,Director of Photography,Atsushi Okui
+129,Executive Producer,Yasuyoshi Tokuma
+129,Production Design,Norobu Yoshida
+129,Animation,Kaori Fujii
+129,Animation,Makiko Futaki
+129,Animation,Kuniyuki Ishii
+244114,Director,Alan Yuen
+2669,Art Direction,Tony Reading
+2669,Costume Design,John Bloomfield
+2669,Production Design,John Graysmark
+2669,Director,Roger Donaldson
+2669,Set Decoration,Louise Carrigan
+2669,Novel,Richard Hough
+203833,Original Music Composer,John Williams
+203833,Editor,John Wilson
+203833,Sound Designer,Glenn Freemantle
+203833,Dialogue Editor,Gillian Dodders
+203833,Supervising Art Director,Bill Crutcher
+203833,Greensman,Rainer Kaufmann
+203833,Director,Brian Percival
+203833,Production Design,Simon Elliott
+203833,Costume Supervisor,Brigitte Friedländer-Rodriguez
+203833,Set Designer,Michael Fissneider
+203833,Sound Effects Editor,Danny Freemantle
+203833,Foley,Peter Hanson
+203833,Boom Operator,Dirk Schäfer
+203833,Camera Operator,Nicolay Gutscher
+203833,Costume Supervisor,Markus Ernst
+203833,Set Costumer,Natascha Gotowtschikow
+203833,Set Costumer,Sonja Greif
+203833,Transportation Captain,Andreas Grasshoff
+203833,Scenic Artist,James Gemmill
+203833,Still Photographer,Jules Heath
+203833,Digital Intermediate,Jaime Leonard
+203833,Unit Publicist,Stacy Mann
+13523,Editor,George Folsey Jr.
+13523,Producer,Leslie Morgenstein
+13523,Director of Photography,Tim Orr
+13523,Director,Sean Anders
+13523,Art Department Coordinator,Jeremy McGuire
+13523,Producer,John Morris
+13523,Hairstylist,Caridad 'Cuqui' Collazo
+13523,Casting Associate,Charla Bowersox
+13523,Construction Coordinator,Michael Metzel
+25195,Director,Anand Tucker
+17277,Director,Anthony Mann
+50725,Production Design,William Arnold
+50725,Costume Design,Carol Oditz
+50725,Director,Michael Dowse
+50725,Screenplay,Jeff Filgo
+50725,Art Direction,Elliott Glick
+50725,Still Photographer,Ron Batzdorff
+50725,Makeup Department Head,Deborah K. Larsen
+50725,Art Department Coordinator,Susannah Carradine
+50725,Visual Effects Coordinator,Tim Carras
+50725,Camera Operator,Cary Cook
+50725,Sound Effects Editor,David Esparza
+50725,Special Effects Coordinator,Bruno Van Zeebroeck
+50725,Camera Operator,Oliver Cary
+50725,Music Supervisor,Kathy Nelson
+50725,Steadicam Operator,George Bianchini
+50725,Special Effects Coordinator,Erick Brennan
+82631,Casting,Laura Rosenthal
+82631,Costume Design,Luca Mosca
+82631,Original Music Composer,Marcelo Zarvos
+82631,Screenplay,Daniel Barnz
+82631,Director,Daniel Barnz
+73191,Director,Emile Ardolino
+22479,Editor,Geraldine Peroni
+22479,Casting,Elisabeth Leustig
+22479,Director,Robert Altman
+22479,Production Design,Stephen Altman
+22479,Director of Photography,Oliver Stapleton
+340611,Producer,Anthony Bregman
+340611,Director,James Schamus
+340611,Screenplay,James Schamus
+340611,Novel,Philip Roth
+340611,Director of Photography,Christopher Blauvelt
+340611,Set Decoration,Philippa Culpepper
+340611,Executive Producer,Lourenço Sant'Anna
+340611,Executive Producer,Jonathan Bronfman
+340611,Original Music Composer,Jay Wadley
+340611,Executive Producer,Lisa Wolofsky
+10065,Producer,Michael Bay
+10065,Costume Design,David C. Robinson
+10065,Editor,Roger Barton
+10065,Production Design,Jennifer Williams
+10065,Original Music Composer,Steve Jablonsky
+10065,Author,Scott Kosar
+10065,Author,Sandor Stern
+10065,Author,George Lutz
+10065,Director,Andrew Douglas
+10065,Producer,Stefan Sonnenfeld
+2757,Director of Photography,Lance Acord
+2757,Executive Producer,Peter Saraf
+2757,Director,Spike Jonze
+2757,Set Decoration,Gene Serdena
+2757,Screenplay,Donald Kaufman
+11683,Director,George A. Romero
+11683,Screenplay,George A. Romero
+11683,Storyboard,Greg Chown
+11683,Producer,Peter Grunwald
+11683,Stunt Coordinator,Matt Birman
+11683,Director of Photography,Miroslaw Baszak
+11683,Script Supervisor,Donna Croce
+11683,Key Grip,Mark Silver
+11683,Steadicam Operator,Jeremy Benning
+11683,Editor,Michael Doherty
+11683,Special Effects Supervisor,Brock Jolliffe
+11683,Visual Effects Producer,Peter Denomme
+11683,Makeup Designer,Scott Patton
+11683,Animation Supervisor,Peter Giliberti
+11683,Music Editor,Kevin Banks
+11683,Visual Effects Supervisor,Jeff Campbell
+11683,Supervising Sound Editor,Nelson Ferreira
+11683,Assistant Art Director,Rob Ballantyne
+11683,Driver,Jennifer Mccormack
+11683,Gaffer,Bob Davidson
+11683,Construction Coordinator,Dave Bracken
+11683,Set Designer,Rudy Braun
+11683,Craft Service,Sari Miettinen
+11683,Post Production Supervisor,Gary Mueller
+11683,Stunts,Chad Camilleri
+11683,Unit Production Manager,Byron A. Martin
+11683,First Assistant Editor,Brigitte Rabazo
+11683,First Assistant Sound Editor,Rose Gregoris
+11683,Digital Compositors,Naomi Anderlini
+244339,Director,Danny Pang
+244339,Producer,Danny Pang
+244339,Director,Oxide Pang Chun
+244339,Producer,Alvin Lam
+1878,Costume Design,Julie Weiss
+1878,Director,Terry Gilliam
+1878,Production Sound Mixer,Jay Meagher
+1878,Set Decoration,Nancy Haigh
+1878,Visual Effects Supervisor,Kent Houston
+1878,Producer,Stephen Nemeth
+1878,Director of Photography,Nicola Pecorini
+1878,Steadicam Operator,Nicola Pecorini
+1878,Art Direction,Chris Gorak
+1878,Makeup Effects,Rob Bottin
+1878,Post Production Supervisor,Michael Solinger
+1878,Art Department Assistant,Dianne Chadwick
+1878,Assistant Costume Designer,Kimberly Adams-Galligan
+1878,Hairstylist,Bridget Cook
+1878,Unit Production Manager,Mark Indig
+1878,Greensman,Frank McEldowney
+1878,Location Manager,Molly Allen
+1878,Still Photographer,Peter Mountain
+1878,Unit Publicist,Michael Singer
+1878,Supervising Sound Editor,Peter Pennell
+1878,Leadman,Mark Weissenfluh
+1878,Art Department Coordinator,Andrea Carter
+1878,Production Coordinator,Pearl A. Lucero
+1878,Camera Operator,Frank Perl
+1878,Script Supervisor,Karon May
+1878,Wigmaker,Bill Fletcher
+1878,Production Illustrator,Tani Kunitake
+1878,Driver,Pedro Amaya
+1878,Camera Loader,Lila Byall
+1878,Picture Car Coordinator,Randy Benjamin
+1878,Transportation Co-Captain,Pat Stubbs
+1878,Electrician,Reynaldo Barrera
+1878,Special Effects Supervisor,Ray Svedin
+1878,Visual Effects Coordinator,Michael Cooper
+23082,Editor,Chris Gill
+23082,Casting,Francine Maisler
+23082,Producer,Lynda Obst
+23082,Production Design,Alec Hammond
+23082,Sound Designer,Glenn Freemantle
+23082,Director,Ricky Gervais
+23082,Writer,Ricky Gervais
+23082,Assistant Editor,Tom Foligno
+23082,Costume Supervisor,Marisa Aboitiz
+23082,Music Editor,Michael Connell
+23082,Camera Operator,Lawrence Karman
+23082,Still Photographer,Sam Urdank
+23082,Director,Matthew Robinson
+23082,Writer,Matthew Robinson
+23082,Associate Producer,Rachel Abarbanell
+23082,Producer,Oliver Obst
+195589,Original Music Composer,Michael Andrews
+195589,Makeup Department Head,Peter Robb-King
+195589,Stunt Coordinator,Jeffrey J. Dashnaw
+195589,Director,Nicholas Stoller
+195589,Producer,Evan Goldberg
+195589,Director of Photography,Brandon Trost
+195589,Executive Producer,Brian Bell
+195589,Executive Producer,Andrew J. Cohen
+195589,Music Editor,Manish Raval
+195589,Still Photographer,Glen Wilson
+195589,First Assistant Editor,Dylan Quirt
+854,Screenplay,Mike Werb
+854,Director,Chuck Russell
+2280,Director,Penny Marshall
+2280,Co-Producer,Gary Ross
+2280,Production Design,Santo Loquasto
+496,Screenplay,Sacha Baron Cohen
+496,Producer,Sacha Baron Cohen
+496,Screenplay,Dan Mazer
+496,Costume Design,Jason Alper
+496,Music Editor,Richard Henderson
+496,Director,Larry Charles
+496,Editor,Peter Teschner
+8835,Director,Robert Luketic
+8835,Screenplay,Kirsten Smith
+8835,Producer,Ric Kidney
+8835,Costume Design,Sophie de Rakoff
+8835,Production Coordinator,Noelle Green
+157,Director,Leonard Nimoy
+157,Producer,Harve Bennett
+157,Director of Photography,Charles Correll
+157,Casting,Mary Ann Barton
+8643,Producer,Tom Rosenberg
+8643,Music,Christopher Young
+8643,Makeup Artist,Gitte Axen
+8643,Executive Producer,Andre Lamal
+8643,Director,Scott Derrickson
+8643,Executive Producer,Julie Yorn
+8643,Makeup Artist,Victoria Down
+8643,Art Direction,Sandi Tanaka
+8643,Visual Effects Producer,J.M. Logan
+8643,Hairstylist,James D. Brown
+8643,Makeup Artist,Mindy Hall
+8643,Transportation Coordinator,Jake Callihoo
+8643,Still Photographer,Diyah Pera
+8643,Music Editor,Thomas Milano
+8643,Makeup Effects,Chris Gallaher
+8643,Art Department Coordinator,Heather Watson
+8643,Visual Effects Producer,Diana Tauder
+8643,Stunt Coordinator,Dean Choe
+10402,Editor,George Bowers
+10402,Screenplay,Rob Schneider
+10402,Music,Teddy Castellucci
+10402,Director,Mike Mitchell
+218043,Director,Vic Armstrong
+218043,Screenplay,Paul Lalonde
+218043,Producer,Ed Clydesdale
+218043,Studio Teachers,Lauri Mills
+218043,Producer,Michael Walker
+218043,Hairstylist,Andrea Bowman
+218043,Scenic Artist,Jason Oertling
+218043,Property Master,Jonathan R. Hodges
+218043,Second Unit Cinematographer,Michael Baltazar
+218043,Visual Effects Supervisor,Matthew T. Lynn
+218043,Camera Operator,Teddy Smith
+218043,Set Costumer,Gayle Anderson
+218043,Set Costumer,Dawn Huertas Arevalo
+9043,Editor,Jeffrey Ford
+9043,Producer,Michael London
+9043,Director,Thomas Bezucha
+21301,Characters,Mark Brown
+21301,Director,Kevin Rodney Sullivan
+10147,Producer,Joel Coen
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+10147,Director,Terry Zwigoff
+10147,Producer,Sarah Aubrey
+816,Producer,Suzanne Todd
+816,Producer,Demi Moore
+816,Director,Jay Roach
+816,Director of Photography,Peter Deming
+816,Art Direction,Dan Olexiewicz
+816,Sound Effects Editor,Dorian Cheah
+816,Special Effects Coordinator,Danny Cangemi
+816,Stunt Coordinator,Bud Davis
+302688,Cinematography,Jim Denault
+302688,Producer,Rita Wilson
+302688,Associate Producer,Jonathan Shore
+302688,Executive Producer,Nia Vardalos
+302688,Director,Kirk Jones
+302688,Associate Producer,Nori Chia
+60307,Director,David Bowers
+106,Original Music Composer,Alan Silvestri
+106,Director,John McTiernan
+106,Producer,Lawrence Gordon
+106,Director of Photography,Donald McAlpine
+106,Costume Design,Marilyn Vance
+106,Aerial Coordinator,Charles A. Tamburro
+106,Set Decoration,Enrique Estévez
+106,Visual Effects Editor,J.W. Kompare
+106,Property Master,Tommy Tomlinson
+106,Art Direction,Frank Richwood
+106,Carpenter,Marc Fambro
+106,Visual Effects Supervisor,Michael Bigelow
+106,Visual Effects Producer,Robert M. Greenberg
+106,Animation Supervisor,Robert Mrozowski
+106,Gaffer,Toby Holtham
+106,Key Grip,Juan Iniestra
+106,Still Photographer,Alfredo Ruvalcaba
+106,Script Supervisor,Gabriela Gurrola
+279,Casting,Maggie Cartier
+279,Director,Miloš Forman
+279,Executive Producer,Bertil Ohlsson
+279,Director of Photography,Miroslav Ondříček
+279,Still Photographer,Phil Bray
+279,Casting,Mary Goldberg
+279,Costume Design,Theodor Pištěk
+279,Still Photographer,Jaromír Komárek
+279,Location Manager,Paolo Fabbri
+279,Location Manager,Ken Tuohy
+8617,Supervising Sound Editor,Anthony J. Ciccolini III
+8617,Still Photographer,Suzanne Tenner
+8617,Producer,Neal H. Moritz
+8617,Casting,David Rapaport
+8617,Screenplay,J.S. Cardone
+8617,Director,Nelson McCormick
+8617,Producer,Toby Jaffe
+8617,Executive Producer,Glenn S. Gainor
+8617,Executive Producer,Marc Forby
+8617,Director of Photography,Checco Varese
+8617,Gaffer,Danny Eccleston
+8617,Stunt Coordinator,Lance Gilbert
+8617,Visual Effects Coordinator,Sean Tompkins
+10625,Stunt Coordinator,John Stoneham Jr.
+10625,Art Direction,Brandt Gordon
+10625,Original Music Composer,Rolfe Kent
+10625,Director,Mark Waters
+10625,Director of Photography,Daryn Okada
+10625,Executive Producer,Jill Sobel Messick
+10625,Unit Production Manager,Louise Rosner-Meyer
+10625,Supervising Sound Editor,Chuck Michael
+10625,Book,Rosalind Wiseman
+10625,Production Manager,Jim Powers
+10625,Set Decoration,Patricia Cuccia
+10625,Costume Supervisor,Dana Kay Hart
+10625,Supervising Sound Editor,Beth Sterner
+10625,Dialogue Editor,Frank Smathers
+10625,First Assistant Editor,Saul Saladow
+10625,Assistant Costume Designer,Jordanna Fineberg
+10625,Music Editor,Jim Harrison
+10934,Editor,Arthur Coburn
+10934,Director,Audrey Wells
+10934,Casting,John Brace
+10934,Producer,Katie DiMento
+10934,Producer,Edoardo Petti
+5279,Director,Robert Altman
+5279,Producer,Robert Altman
+5279,Production Design,Stephen Altman
+5279,Producer,Bob Balaban
+5279,Costume Design,Jenny Beavan
+5279,Executive Producer,Sharon Harel
+5279,Producer,Joshua Astrachan
+10013,Director,Francis Ford Coppola
+10013,Executive Producer,Barrie M. Osborne
+10013,Original Music Composer,John Barry
+10013,Screenplay,Arlene Sarner
+194662,Director,Alejandro González Iñárritu
+194662,Editor,Stephen Mirrione
+194662,Director of Photography,Emmanuel Lubezki
+194662,Costume Design,Albert Wolsky
+194662,Foley,Catherine Harper
+194662,Property Master,Martin Lasowitz
+194662,Set Decoration,George DeTitta Jr.
+194662,Dialogue Editor,Albert Gasser
+194662,Foley,Jeffrey Wilhoit
+194662,Screenplay,Nicolás Giacobone
+194662,Associate Producer,Nicolás Giacobone
+194662,Art Direction,Stephen H. Carter
+194662,Producer,John Lesher
+194662,Original Music Composer,Antonio Sánchez
+194662,Still Photographer,Atsushi Nishijima
+194662,Executive Producer,Sarah E. Johnson
+194662,Associate Producer,Alexander Dinelaris
+194662,Foley,Gary Marullo
+194662,Construction Coordinator,Joseph Alfieri
+194662,Sound Designer,Jeremy Peirson
+194662,Music Editor,Will Kaplan
+194662,Sound Re-Recording Mixer,Jon Taylor
+194662,Assistant Art Director,David Meyer
+194662,ADR & Dubbing,Michelle Pazer
+194662,Leadman,Gerald DeTitta
+194662,Visual Effects Producer,Ivy Agregan
+194662,Hairstylist,Kat Drazen
+160588,Director of Photography,Javier Aguirresarobe
+160588,Director,Woody Allen
+160588,Costume Design,Suzy Benzinger
+160588,Producer,Edward Walson
+9829,Casting,Cathy Sandrich
+9829,Editor,Richard Pearson
+9829,Original Music Composer,John Powell
+9829,Screenplay,Paul Greengrass
+9829,Director,Paul Greengrass
+9829,Production Design,Dominic Watkins
+9829,Second Unit Cinematographer,Sean Bobbitt
+9829,Producer,Kate Solomon
+9829,Casting Associate,Kelly Valentine Hendry
+9829,Costume Supervisor,Marion Weise
+9829,Visual Effects Editor,Simon Allmark
+9829,Visual Effects Editor,Jo Dixon
+9829,Hair Designer,Kirstin Chalmers
+9829,Makeup Designer,Kirstin Chalmers
+9829,First Assistant Camera,Craig Grossmueller
+9829,3D Supervisor,Rick Leary
+9829,Makeup Artist,Eva Polywka
+10028,Production Design,Jasna Stefanovic
+10028,Original Music Composer,Mervyn Warren
+10028,Producer,Marc Platt
+10028,Costume Design,Susan Matheson
+10028,Editor,Emma E. Hickox
+10028,Executive Producer,Billy Higgins
+10028,Director,Bille Woodruff
+10028,Set Decoration,Steven Essam
+10535,Executive Producer,Leslie Nielsen
+10535,Editor,Eric A. Sears
+10535,Director,Rick Friedberg
+10535,Screenplay,Dick Chudnow
+790,Director,John Carpenter
+790,Producer,Barry Bernardi
+790,Executive Producer,Charles B. Bloch
+790,Producer,Pegi Brotman
+790,Editor,Tommy Lee Wallace
+790,Production Design,Tommy Lee Wallace
+790,Sound Designer,William L. Stevenson
+790,Makeup Artist,Erica Ueland
+790,Hairstylist,Tina Cassady
+790,Sound Re-Recording Mixer,Bob Minkler
+790,Special Effects,Richard Albain Jr.
+790,Unit Publicist,Katy Sweet
+43959,Director,Sean McNamara
+43959,Screenplay,Sean McNamara
+10364,Art Direction,Harold Michelson
+10364,Director,Mike Nichols
+10364,Casting,Alan Shayne
+10364,Original Story,Joseph Heller
+10364,Hairstylist,Giancarlo De Leonardis
+10364,Unit Production Manager,Joe L. Cramer
+10364,Associate Producer,Clive Reed
+16991,Director,Jody Hill
+16991,Director of Photography,Tim Orr
+9610,Art Direction,Kevin Phipps
+9610,Casting,Johanna Ray
+9610,Director,Richard Fleischer
+9610,Conductor,Basil Poledouris
+9610,Costume Design,John Bloomfield
+9610,Producer,Raffaella De Laurentiis
+9610,Casting Assistant,Nina Axelrod
+9610,Screenplay,Stanley Mann
+9610,Story,Gerry Conway
+9610,Visual Effects Coordinator,Charles L. Finance
+9610,Sound Editor,Ray Alba
+9610,Conceptual Design,William Stout
+9610,Story,Roy Thomas
+9610,Property Master,Graham Sumner
+9610,Driver,Arturo Curiel
+9610,Assistant Editor,Mark Eggenweiler
+9610,Wardrobe Supervisor,Thomas Casterline
+9610,Special Effects,Antonio Balandín
+9610,Location Manager,Juan Clemente Prosper
+9610,Production Illustrator,Tanya Lowe
+9610,Key Grip,Apache
+9610,Standby Painter,Ron Downing
+9610,Assistant Sound Editor,Jeff Jones
+1578,Director,Martin Scorsese
+1578,Screenplay,Paul Schrader
+1578,Editor,Thelma Schoonmaker
+1578,Casting,Cis Corman
+1578,Set Decoration,Phil Abramson
+1578,Assistant Director,Jerry Grandey
+1578,Set Decoration,Carl Biddiscombe
+1578,Producer,Robert Chartoff
+1578,Sound Effects Editor,Frank E. Warner
+1578,Hairstylist,Allen Payne
+1578,Costume Design,Marilyn Putnam
+1578,Assistant Director,Allan Wertheim
+1578,Production Office Coordinator,Donna Smith
+1578,Assistant Director,Joan Van Horn
+1578,Property Master,Thomas Saccio
+1578,Music Editor,Jim Henrikson
+1578,Associate Producer,Peter Savage
+1578,Transportation Captain,George Alden
+1578,Set Costumer,Andrea E. Weaver
+1578,Location Manager,Michael Neale
+25643,Original Music Composer,Christopher Young
+25643,Producer,Scott Stuber
+25643,Director,Brandon Camp
+25643,Producer,Mike Thompson
+11904,Director,Barry Levinson
+11904,Director of Photography,Stephen Goldblatt
+11904,Original Music Composer,Bruce Broughton
+28665,Producer,Mark Canton
+28665,Screenplay,Allison Burnett
+28665,Director,Kevin Tancharoen
+28665,Producer,Celine Catalaa
+44115,Executive Producer,Tessa Ross
+44115,Editor,Jon Harris
+44115,Screenplay,Danny Boyle
+44115,Director,Danny Boyle
+44115,Producer,Danny Boyle
+44115,Original Music Composer,A. R. Rahman
+44115,Sound Re-Recording Mixer,Richard Pryke
+44115,Special Effects Coordinator,William Aldridge
+44115,Executive Producer,John J. Kelly
+44115,Production Design,Suttirat Anne Larlarb
+44115,Thanks,Miles Levy
+44115,Producer,Tom Heller
+44115,Novel,Aron Ralston
+44115,Costume Supervisor,Jacqueline Newell
+44115,Post Production Supervisor,Jeanette Haley
+44115,Stunt Coordinator,Patrick J. Statham
+44115,Dolby Consultant,James Shannon
+44115,Visual Effects Producer,David Sanger
+44115,Greensman,Scott Ruley
+44115,Visual Effects Producer,Tim Caplan
+44115,Special Effects Supervisor,Blair Foord
+10569,Director,Woody Allen
+10569,Costume Design,Suzanne McCabe
+10560,Director,Nicholas Hytner
+10560,Screenplay,Carol Heikkinen
+333348,Director,Jessie Nelson
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+20483,Production Design,Tom Meyer
+20483,Director,Bart Freundlich
+20483,Director,James Sbardellati
+20483,Director,Peter Merwin
+20483,Stunt Coordinator,Gary Paul
+20483,Executive Music Producer,Laura Ziffren
+20483,Executive Producer,Mikkel Bondesen
+20483,Hair Department Head,Camille Friend
+11457,Director,Irwin Winkler
+11457,Producer,Rob Cowan
+321697,Director,Danny Boyle
+321697,Foley,Peter Burgis
+321697,Writer,Aaron Sorkin
+321697,Executive Producer,Bernard Bellew
+321697,Producer,Christian Colson
+321697,Art Direction,Peter Borck
+321697,Special Effects Coordinator,John McLeod
+321697,Production Design,Guy Hendrix Dyas
+321697,Hair Designer,Ivana Primorac
+321697,Sound Effects Editor,Dillon Bennett
+321697,Set Costumer,Amanda Ramirez
+321697,Costume Supervisor,Leslie Weir
+321697,Sound Mixer,Lisa Pinero
+321697,Camera Operator,Jarid S. Johnson
+321697,Rigging Gaffer,John Lacy
+321697,First Assistant Editor,Joshua Raymond Lee
+19840,Director,Chris Columbus
+19840,Original Music Composer,Christophe Beck
+19840,Novel,Larry Doyle
+19840,Director of Photography,Phil Abraham
+19840,Executive Producer,Michael Flynn
+22327,Producer,David Permut
+22327,Music,John Swihart
+22327,Screenplay,Gustin Nash
+22327,Director,Miguel Arteta
+38665,Director,William A. Fraker
+38665,Screenplay,Ivan Goff
+38665,Screenplay,Ben Roberts
+2575,Casting,Jina Jay
+2575,Sound Re-Recording Mixer,Tom Johnson
+2575,Director,John Boorman
+2575,Screenplay,John le Carré
+2575,Music,Shaun Davey
+2575,Production Design,Derek Wallace
+2575,Art Direction,Lucinda Thomson
+2575,Costume Design,Maeve Paterson
+2575,Assistant Art Director,Stephen Daly
+2575,Property Master,Paul Hedges
+2575,Script Supervisor,Laerke Sigfred Pedersen
+2575,Still Photographer,Jonathan Hession
+2575,Makeup Artist,Maire O'Sullivan
+2575,Dialogue Editor,Joe Gilmore
+2575,Foley,Pauline Griffiths
+11644,Director,Brian De Palma
+11644,Executive Producer,Fred C. Caruso
+146227,Director,Courtney Solomon
+146227,Producer,Courtney Solomon
+146227,Producer,Allan Zeman
+146227,Writer,Gregg Maxwell Parker
+68924,Director,Ang Lee
+68924,Producer,James Schamus
+68924,Editor,Tim Squyres
+68924,Production Design,Mark Friedberg
+68924,Producer,Ted Hope
+68924,Costume Design,Carol Oditz
+68924,Art Direction,Bob Shaw
+68924,Unit Publicist,Millys Lee
+253235,Director,Rob Reiner
+253235,Costume Design,Ellen Mirojnick
+253235,Original Music Composer,Marc Shaiman
+253235,Screenplay,Mark Andrus
+253235,Art Direction,Matteo De Cosmo
+253235,Art Direction,Jan Jericho
+22102,Unit Production Manager,Peter Macgregor-Scott
+22102,Set Decoration,Anne D. McCulley
+22102,Original Music Composer,Randy Edelman
+22102,Director,Jeff Kanew
+22102,Hairstylist,Hazel Catmull
+22102,Costume Supervisor,Eddie Marks
+22102,Co-Producer,Martin Mickelson
+22102,Production Coordinator,Janis Benjamin
+18701,Director,István Szabó
+10068,Producer,Mark Damon
+10068,Music,Jack Nitzsche
+10068,Director,Adrian Lyne
+10068,Executive Producer,Frank Konigsberg
+10068,Screenplay,Zalman King
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+848,Original Music Composer,Alex North
+848,Casting,Debbie McWilliams
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+848,Casting,Deborah Brown
+848,Visual Effects,Paul Huston
+36811,Director,Michael Hoffman
+522,Original Music Composer,Howard Shore
+522,Director,Tim Burton
+522,Casting,Victoria Thomas
+522,Production Design,Tom Duffield
+522,Set Decoration,Cricket Rowland
+522,Makeup Designer,Rick Baker
+522,Special Effects Coordinator,Howard Jensen
+522,ADR & Dubbing,Bruce Winant
+522,Thanks,Paul Marco
+522,Special Effects,Kevin Pike
+522,Animation,Kent Burton
+522,Camera Operator,Philippe Carr-Forster
+522,Key Hair Stylist,Yolanda Toussieng
+522,Transportation Co-Captain,Tim Abbatoye
+522,Stunt Coordinator,John Branagan
+522,Script Supervisor,Janna Stern
+522,ADR & Dubbing,Paul J. Zydel
+522,Assistant Costume Designer,Michelle Skoby
+130150,Production Design,Steve Saklad
+130150,Set Decoration,Tracey A. Doyle
+130150,Screenplay,Jason Reitman
+130150,Director,Jason Reitman
+130150,Makeup Department Head,Christien Tinsley
+130150,Sound Re-Recording Mixer,Dean A. Zupancic
+130150,Property Master,Chris Ubick
+130150,Visual Effects Producer,Seth Kleinberg
+130150,Art Direction,Mark Robert Taylor
+130150,Supervising Sound Editor,Perry Robertson
+130150,Foley,Arno Stephanian
+130150,Set Costumer,Wayne Allen
+130150,Music Editor,Nick South
+130150,Script Supervisor,Kelly Cronin
+12246,Sound Effects Editor,Hartmut Teschemacher
+12246,Director,Sergei Bodrov
+12246,Producer,Sergei Bodrov
+12246,Stunt Coordinator,Oleg Korytin
+12246,Set Designer,Zhi Xiang Shi
+12246,Assistant Art Director,Jing Tao Zhao
+12246,Sound Effects Editor,Guido Zettier
+12246,Special Effects Coordinator,Jianping Xia
+12246,Visual Effects Supervisor,Andrey Mesnyankin
+12246,Visual Effects Supervisor,Sergey Muravev
+12246,Steadicam Operator,Viktor Zubarev
+12246,Costume Supervisor,Bao-Rong Huang
+12246,Location Manager,Wan Ding
+12246,Script Supervisor,Gulmira Karchalova
+12246,Line Producer,Max Wang
+13809,Director,Guy Ritchie
+13809,Producer,Guy Ritchie
+13809,Executive Producer,Steve Richards
+13809,Costume Supervisor,Suzie Harman
+13809,Casting,Reg Poerscout-Edgerton
+13809,Executive Producer,Navid McIlhargey
+27380,Production Design,Joel Schiller
+27380,Director,Hal Needham
+27380,Story,Bob Kachler
+27380,Screenplay,James Whittaker
+27380,Production Supervisor,Issy Shabtay
+27380,Art Direction,Carol Wenger
+10549,Theatre Play,William Shakespeare
+10549,Original Music Composer,Patrick Doyle
+10549,Director,Kenneth Branagh
+33870,Director,Bruce Beresford
+245703,Casting,Francine Maisler
+245703,Art Direction,Austin Gorg
+245703,Director,Jeff Nichols
+245703,Key Hair Stylist,Amy Wood
+245703,Construction Coordinator,Chuck Stringer
+245703,Helicopter Camera,Hans Bjerno
+245703,Stunt Coordinator,Scott Rogers
+245703,Sound Effects Editor,Erik Foreman
+245703,Hair Department Head,Tony Ward
+245703,Casting Associate,Kate Evans
+245703,Gaffer,Michael Roy
+245703,Animation,Caroline Labrie
+10739,Director,Woody Allen
+10739,Screenplay,Woody Allen
+10739,Director of Photography,Darius Khondji
+10739,Art Direction,Tom Warren
+10739,Executive Producer,Jack Rollins
+10739,Casting,Laura Rosenthal
+10739,Executive Producer,Benny Medina
+10739,Still Photographer,Brian Hamill
+10739,Steadicam Operator,Stephen Consentino
+10739,Production Sound Mixer,Gary Alper
+10739,First Assistant Editor,Sara Corrigan
+127560,Screenplay,Andy Paterson
+127560,Director,Jonathan Teplitzky
+127560,Producer,Bill Curbishley
+127560,Set Decoration,Nicki Gardiner
+127560,Casting,Kaprice Kea
+127560,Casting,Caroline Stewart
+37903,Casting,Simone Bär
+37903,Director,Michael Haneke
+37903,Story,Michael Haneke
+37903,Producer,Margaret Ménégoz
+37903,Casting,Carmen Loley
+37903,Associate Producer,Stefano Massenzi
+37903,Line Producer,Ulli Neumann
+396152,Director,Zack Ward
+10017,Casting,Ilene Starger
+10017,Producer,John Kemeny
+10017,Director,Mike Marvin
+10017,Writer,Mike Marvin
+10017,Set Decoration,Michele Starbuck
+11468,Makeup Department Head,Bill Corso
+11468,Director,D.J. Caruso
+11468,Art Direction,Douglas Cumming
+11468,Producer,Butch Robinson
+11468,Post-Production Manager,Christy Dimmig
+193613,Director,Nimród Antal
+193613,Writer,James Hetfield
+17436,Producer,Bret Easton Ellis
+17436,Director,Gregor Jordan
+43434,Director,Olivier Assayas
+43434,Line Producer,Marc Wächter
+43434,Executive Producer,Judy Tossell
+43434,Producer,Daniel LeConte
+43434,Producer,Marc Hansell
+43434,Producer,Frank Lehmann
+31166,Director,Tran Anh Hung
+69848,Art Direction,Héctor Romero
+69848,Director,Lance Hool
+69848,Associate Producer,Joseph Brad Kluge
+8408,Director,George A. Romero
+8408,Director of Photography,Michael Gornick
+8408,Casting,Christine Forrest
+332411,Director of Photography,Andrzej Sekula
+332411,Director,Chuck Russell
+332411,Writer,Paul Sloan
+332411,Executive Producer,Nick Vallelonga
+332411,Co-Executive Producer,Dama Claire
+332411,Art Direction,Joe Lemmon
+332411,Associate Producer,Matthew Silverman
+332411,Associate Producer,Natalie Perrotta
+332411,Script Supervisor,Belle Francisco
+332411,Costume Design,Mandy Pauline
+332411,Set Costumer,Jaclyn Laravie
+332411,Music Editor,Oren Yaacoby
+332411,Music Supervisor,Keith C. Anderson
+332411,Hair Department Head,Alicia Zavarella
+332411,Executive Producer,Shanan Becker
+332411,Executive Producer,Bill Bromiley
+9389,Producer,Aton Soumache
+9389,Director,Christian Volckman
+9389,Original Music Composer,Nicholas Dodd
+9626,Director,Richard Fleischer
+9626,Editor,Frank J. Urioste
+9626,Screenplay,George MacDonald Fraser
+9626,Director of Photography,Giuseppe Rotunno
+75638,Director,Rodrigo Cortés
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+8363,Casting,Allison Jones
+8363,Production Design,Chris L. Spellman
+8363,Director,Greg Mottola
+8363,Writer,Evan Goldberg
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+15670,Director,Tyler Perry
+15670,Writer,Tyler Perry
+290555,Director,David Hayter
+8328,Producer,Patrick Wachsberger
+8328,Producer,Erik Feig
+8328,Producer,Adam Shankman
+8328,Producer,Jennifer Gibgot
+8328,Executive Producer,David Nicksay
+8328,Costume Design,Luca Mosca
+8328,Director,Jon M. Chu
+8328,Screenplay,Duane Adler
+8328,Executive Producer,Bob Hayward
+8328,Executive Producer,Meredith Milton
+8328,Orchestrator,Jerry Hey
+8328,Special Effects Supervisor,Robert Vazquez
+8328,Set Costumer,Katie Howard
+10982,Screenplay,Cory Edwards
+10982,Director,Cory Edwards
+10982,Screenplay,Todd Edwards
+10982,Director,Todd Edwards
+10982,Director,Tony Leech
+10982,Producer,Maurice Kanbar
+10982,Producer,Sue Bea Montgomery
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+205,Producer,Nicholas Meyer
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+205,Makeup Artist,Tania Brooke
+205,Casting,Sarah Trevis
+205,Executive Producer,Duncan Reid
+205,Assistant Director,Lionel Steketee
+205,Executive Producer,Roberto Cicutto
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+205,Casting,Vanessa Baker
+1620,Director,Xavier Gens
+1620,Producer,Pierre-Ange Le Pogam
+1620,Producer,Daniel Alter
+1620,Executive Producer,Janos Flösser
+1620,Casting,Christian Kaplan
+1620,Line Producer,Erhan Ozogul
+175541,Screenplay,Kasi Lemmons
+175541,Director,Kasi Lemmons
+175541,Director of Photography,Anastas N. Michos
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+175541,Set Decoration,Diane Lederman
+175541,Art Direction,Doug Huszti
+175541,Theatre Play,Langston Hughes
+241254,Associate Producer,Barry Brooker
+241254,Producer,Ho-Sung Pak
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+241254,Executive Producer,Stan Wertlieb
+241254,Executive Producer,Ted Fox
+241254,Co-Producer,Dama Claire
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+241254,Director,Brian A Miller
+241254,Executive Producer,Brandt Andersen
+241254,Art Direction,Michelle Jones
+241254,Associate Producer,Ryan S. Black
+241254,Hairstylist,Ignacia Johnston
+241254,Property Master,Andrew Wert
+241254,Post Production Supervisor,Michael J. Urann
+241254,Best Boy Electric,Guy Broussard
+241254,Digital Intermediate,J.D. Moore
+241254,Script Supervisor,Nick DiRosa
+241254,Stand In,Jennifer Bender
+31932,Director,Matt Dillon
+1933,Director of Photography,Javier Aguirresarobe
+1933,Executive Producer,Bob Weinstein
+1933,Casting,Shaheen Baig
+1933,Art Direction,Benjamín Fernández
+1933,Set Decoration,Benjamín Fernández
+1933,Set Decoration,Elli Griff
+1933,Director,Alejandro Amenábar
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+1933,Producer,José Luis Cuerda
+1933,Set Decoration,Emilio Ardura
+1933,Executive Producer,Rick Schwartz
+1933,Associate Producer,Eduardo Chapero-Jackson
+1933,Sound Designer,Maite Rivera Carbonell
+1933,Translator,Walter Leonardi
+1933,Visual Effects Coordinator,Úrsula García
+1933,Stunt Coordinator,Miguel Pedregosa
+1933,Script Supervisor,Carmen Soriano
+1933,Wigmaker,Peter Owen
+1933,Digital Compositors,Eduardo Díaz
+1933,Production Illustrator,Steve Ellis
+1933,First Assistant Sound Editor,Álex F. Capilla
+1933,Sound Engineer,Geoff Foster
+1933,Gaffer,Enrique Bello
+1933,Standby Painter,Salvador Comes
+1933,Carpenter,Antonio Sánchez-Romo
+1933,Loader,Juan de Andrés
+1933,Post Production Assistant,Maite Bermúdez
+1933,Public Relations,Carlos Del Hoyo
+1933,Scenic Artist,Julián Martín
+1933,Electrician,Carlos García
+1933,Production Accountant,Brian Gibbs
+1933,Production Coordinator,Trilby Norton
+1933,3D Supervisor,Carmen Díaz
+1933,Special Effects Supervisor,Derek Langley
+1933,Unit Manager,José Antonio García Tapia
+679,Editor,Ray Lovejoy
+679,Casting,Jane Feinberg
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+679,Director,James Cameron
+679,Production Design,Peter Lamont
+679,Art Direction,Ken Court
+679,Director of Photography,Adrian Biddle
+679,Visual Effects Supervisor,Robert Skotak
+679,Visual Effects Supervisor,Dennis Skotak
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+11113,Director,George Cukor
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+3597,Casting,Mary Vernieu
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+3597,Post Production Supervisor,Chantal Feghali
+3597,Director,Jim Gillespie
+3597,Producer,Stokely Chaffin
+3597,Supervising Sound Editor,Michael Hilkene
+3597,Sound Effects Editor,Odin Benitez
+3597,Dialogue Editor,Gaston Biraben
+3597,Steadicam Operator,Larry McConkey
+3597,Makeup Artist,Linda Kamp
+3597,Production Coordinator,John Kreidman
+3597,Set Dressing Artist,Adam Cameron
+3597,Script Supervisor,Christine Moore
+3597,Key Hair Stylist,Lisa Marie Rosenberg
+3597,Art Department Coordinator,Alyce Fahsholtz
+3597,Greensman,Zachary M.H. Boozer
+3597,Production Illustrator,Mark Vena
+3597,Transportation Captain,David Frederick
+3597,Transportation Co-Captain,Gregory Nutt
+3597,Electrician,Simon Carey
+3597,Assistant Sound Editor,Douglas Parker
+193893,Editor,Bill Pankow
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+193893,Script Supervisor,Wilma Garscadden-Gahret
+193893,Sound Editor,Max Greene
+193893,Visual Effects Supervisor,Bruce Woloshyn
+193893,Visual Effects Coordinator,Dawn Brooks Macleod
+193893,Hair Department Head,Teressa Hill
+193893,Hairstylist,Tracey Moss
+193893,Key Hair Stylist,Andrea C. Brotherton
+193893,Key Hair Stylist,Lawrence Davis
+193893,Gaffer,James B. Crawford
+193893,Visual Effects Producer,Shaina Holmes
+193893,Key Makeup Artist,Tracy Ewell
+193893,Choreographer,John Carrafa
+193893,Makeup Artist,Ariane Turner
+193893,Boom Operator,Timothy Cargiolo
+193893,Key Costumer,Erinn Knight
+193893,Sound Editor,Larry Mah
+9675,Director of Photography,Phedon Papamichael
+9675,Director,Alexander Payne
+9675,Casting,John Jackson
+9675,Production Design,Jane Ann Stewart
+9675,Still Photographer,Merie Weismiller Wallace
+9675,Visual Effects Supervisor,John P. Mesa
+9675,Sound Effects Editor,James Aldridge
+9988,Casting,Mary Vernieu
+9988,Editor,Lee Haxall
+9988,Director,Jay Chandrasekhar
+9988,Executive Producer,William Fay
+9988,Author,Paul Soter
+9988,Executive Producer,Peter E. Lengyel
+9988,Art Direction,David Baca
+9988,Set Decoration,Gabriella Villarreal
+948,Screenplay,John Carpenter
+948,Director,John Carpenter
+948,Original Music Composer,John Carpenter
+948,Editor,Charles Bornstein
+948,Editor,Tommy Lee Wallace
+948,Set Decoration,Craig Stearns
+948,Supervising Sound Editor,William L. Stevenson
+948,Special Effects,Conrad Rothmann
+21765,Director,John Robert Hoffman
+21765,Writer,John Robert Hoffman
+21765,Producer,Lisa Henson
+21765,Script Supervisor,Jon-Michael Preece
+146304,Director,Malcolm D. Lee
+146304,Writer,Malcolm D. Lee
+146304,Makeup Department Head,Debra Denson
+7516,Producer,Tim Bevan
+7516,Executive Producer,Liza Chasin
+7516,Executive Producer,Jeff Abberley
+7516,Executive Producer,Julia Blackman
+7516,Director,Joe Carnahan
+7516,Writer,Joe Carnahan
+7516,Production Design,Martin Whist
+7516,Editor,Robert Frazen
+7516,Set Decoration,Brana Rosenfeld
+7516,Art Direction,Maria Baker
+7516,Makeup Department Head,Cindy J. Williams
+41439,Original Music Composer,Charlie Clouser
+41439,Director,Kevin Greutert
+41439,Screenplay,Patrick Melton
+41439,Costume Design,Alex Kavanagh
+41439,Art Direction,Peter Grundy
+2752,Producer,Tim Bevan
+2752,Director of Photography,Elliot Davis
+2752,Director,Michael Lehmann
+2752,Writer,Rob Perez
+2752,Costume Design,Jill M. Ohanneson
+9429,Director of Photography,Francis Kenny
+9429,Director,John Fortenberry
+38117,Director,Daniel Barnz
+9792,Producer,Marianne Maddalena
+9792,Director,Alexandre Aja
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+13778,Director,Sam Weisman
+13778,Music Supervisor,Michael Dilbeck
+13778,Sound Re-Recording Mixer,Terry Porter
+13778,Producer,Tom McNulty
+13778,Hairstylist,Jacklin Masteran
+13778,Sound Mixer,David Kelson
+228203,Director,Niki Caro
+228203,Screenplay,Bettina Gilois
+41382,Director,Erik White
+13960,Producer,Will Smith
+13960,Director,Christian Robinson
+114150,Casting,Paul Schnee
+114150,Line Producer,Michael P. Flannigan
+114150,Director,Jason Moore
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+114150,Novel,Mickey Rapkin
+114150,Gaffer,Richard P. Ulivella
+114150,Steadicam Operator,Christopher TJ McGuire
+114150,Music Supervisor,Sarah Webster
+26602,Director,Mike Tollin
+10223,Costume Design,Julie Weiss
+10223,Producer,Gary Levinsohn
+10223,Original Music Composer,Danny Elfman
+10223,Co-Producer,Michael Polaire
+10223,Executive Producer,Mark Gordon
+10223,Casting,Ilene Starger
+10223,Director,Sam Raimi
+10223,Dialogue Editor,Kimaree Long
+10223,Dialogue Editor,Frederick H. Stahly
+10223,Production Coordinator,Janice F. Sperling
+10223,Script Supervisor,Susana Preston
+16028,Set Decoration,Lin MacDonald
+16028,Director of Photography,Rene Ohashi
+16028,Director,Robert Harmon
+16028,Casting,Amy McIntyre Britt
+16028,First Assistant Sound Editor,Jay Cheetham
+16028,Foley,Dario DiSanto
+16028,Costume Supervisor,Debbie Geaghan
+16028,Casting,Jennifer Fishman
+16028,Transportation Coordinator,Jake Callihoo
+16028,Production Manager,Bev White
+16028,Dolby Consultant,Gene Radzik
+16028,Sound Effects Editor,Devan Kraushar
+16028,Lead Painter,Franklin Leibel
+16028,Makeup Department Head,Fay von Schroeder
+16028,Music Supervisor,Joe Rangel
+16028,Unit Publicist,Michael Hansen
+16028,Art Department Coordinator,Ron Sowden
+16028,Standby Painter,John Kobylka
+16028,Underwater Camera,Pauline Heaton
+16028,Post Production Supervisor,Ben Brafman
+16028,Supervising Sound Editor,Anke Bakker
+15639,Director,Trent Cooper
+16112,Music,John Debney
+16112,Co-Producer,Kevin Clash
+16112,Executive Producer,Stephanie Allain
+16112,Director,Gary Halvorson
+16112,Producer,Marjorie Kalins
+26390,Casting,Mary Vernieu
+26390,Makeup Department Head,Matiki Anoff
+26390,Executive Producer,Marco Weber
+26390,Executive Producer,Avi Lerner
+26390,Still Photographer,Phillip V. Caruso
+26390,Director,Antoine Fuqua
+26390,Executive Producer,Antoine Fuqua
+26390,Editor,Barbara Tulliver
+26390,Original Music Composer,Marcelo Zarvos
+26390,Foley,Jay Peck
+26390,Screenplay,Michael C. Martin
+26390,Casting,Suzanne Crowley
+26390,Costume Design,Juliet Polcsa
+26390,Director of Photography,Patrick Murguia
+26390,Sound Effects Editor,Mariusz Glabinski
+26390,Producer,Elie Cohn
+26390,Producer,Kat Samick
+26390,Art Department Coordinator,Lauren Buckley
+26390,Art Direction,Peter Baran
+26390,Construction Coordinator,Richard Hebrank
+26390,Sound Re-Recording Mixer,Tom Fleischman
+26390,Construction Foreman,Peter Bundrick
+26390,Leadman,Peter DeCurtis
+26390,Sound Designer,Maurice Schell
+26390,Set Costumer,Debbe DuPerrieu
+26390,Music Editor,Eric J. Paul
+26390,Rigging Grip,Billy Patsos
+26390,Best Boy Electric,Brian McClean
+27759,Director,Nicholas Ray
+27759,Director,Guy Green
+27759,Producer,Samuel Bronston
+27759,Producer,Michał Waszyński
+27759,Producer,Alan Brown
+109428,Producer,Bruce Campbell
+109428,Original Music Composer,Roque Baños
+109428,Executive Producer,Joseph Drake
+109428,Executive Producer,J.R. Young
+109428,Co-Producer,Nicole Brown
+109428,Executive Producer,Peter Schlessel
+109428,Director,Fede Alvarez
+109428,Director of Photography,Aaron Morton
+109428,Sound Re-Recording Mixer,Jonathan Wales
+109428,Makeup Effects,C.J. Goldman
+109428,Unit Publicist,Diana Goulding
+109428,Makeup Artist,Vinnie Smith
+109428,Makeup Artist,Suzy Lee
+109428,Set Designer,Alistair Gillies
+23049,Director,Donald Petrie
+9310,Casting,Joseph Middleton
+9310,Executive Producer,Chris Weitz
+9310,Director,Paul Weitz
+9310,Screenplay,Paul Weitz
+9310,Art Direction,Sue Chan
+9310,Costume Design,Molly Maginnis
+9310,Supervising Sound Editor,Eric Lindemann
+9310,Propmaker,Ernie Cardona
+9310,Location Manager,Colleen Gibbons
+11411,Editor,John Shirley
+11411,Director of Photography,Ernest Day
+11411,Director,Sidney J. Furie
+11411,Executive Producer,Michael J. Kagan
+16988,Casting,Kim Coleman
+16988,Director,Ian Iqbal Rashid
+16988,Editor,Susan Maggi
+16988,Producer,Brent Barclay
+16988,Writer,Annemarie Morais
+16988,Producer,Jennifer Kawaja
+16988,Producer,Julia Sereny
+16988,Director of Photography,André Pienaar
+7304,Original Music Composer,Mark Isham
+7304,Producer,Sammy Lee
+7304,Executive Producer,Andreas Schmid
+7304,Producer,Brett Ratner
+7304,Executive Producer,Matt Luber
+7304,Director,Wayne Kramer
+7304,Executive Producer,Andrew Pfeffer
+24747,Director of Photography,Tom Stern
+24747,Director,Rowdy Herrington
+24747,Story,Rowdy Herrington
+24747,Art Direction,Thomas Minton
+24747,Set Decoration,Frank Galline
+24747,Script Supervisor,Stephanie Hammond Caperton
+58048,Director,Jim Goddard
+1491,Producer,David Levien
+1491,Co-Producer,Matthew Stillman
+1491,Director,Neil Burger
+1491,Producer,Michael London
+1491,Novel,Steven Millhauser
+1491,Music Editor,Alice Wood
+1491,Script Supervisor,Lori Wyant
+1491,Publicist,Mira Husseini
+1491,Associate Producer,Luca Marco Paracels
+1491,Hair Designer,Jan Archibald
+2989,Director of Photography,Jan de Bont
+2989,Director,Noel Marshall
+2989,Writer,Noel Marshall
+2989,Co-Producer,Jack Rattner
+10629,Producer,Jerry Bruckheimer
+10629,Director,Joel Schumacher
+10629,Production Sound Mixer,Kieran Horgan
+10629,Editor,David Gamble
+10629,Sound Re-Recording Mixer,Robin O'Donoghue
+10629,Music Supervisor,Maggie Rodford
+10629,Supervising Sound Editor,John Downer
+10629,Sound Re-Recording Mixer,Richard Street
+255343,Editor,Maryline Monthieux
+255343,Director,Andrea Di Stefano
+255343,Producer,Dimitri Rassam
+255343,Casting,Antonia Dauphin
+255343,First Assistant Editor,Denis Bedlow
+255343,Dialogue Editor,Sylvain Lasseur
+4723,Director,Richard Kelly
+4723,Executive Producer,Bill Johnson
+4723,Costume Design,April Ferry
+4723,Producer,Matthew Rhodes
+4723,Original Music Composer,Moby
+4723,Unit Production Manager,Dara Weintraub
+4723,Executive Producer,Jim Seibel
+4723,Production Supervisor,Christa Vausbinder
+4723,Casting Assistant,J.C. Cantu
+4723,Executive Producer,Judd Payne
+4723,Executive Producer,Edward H. Hamm Jr. \t
+4723,Set Designer,Victor James Martinez
+4723,Location Manager,Ralph B. Meyer
+4723,Production Coordinator,Sara Scarritt
+4723,Executive Producer,Katarina Hyde
+4723,Title Designer,Kelly Carlton
+10800,Director,Guillaume Ivernel
+10800,Director,Arthur Qwak
+10800,Screenplay,Arthur Qwak
+10800,Producer,Tilo Seiffert
+25763,Editor,Frank J. Urioste
+25763,Director of Photography,Harry Stradling Jr.
+25763,Director,Jack Smight
+25763,Producer,Jerome M. Zeitman
+79694,Executive Producer,Daniel Alter
+79694,Editor,Jeff Betancourt
+79694,Production Design,Steve Saklad
+79694,Director,Todd Lincoln
+79694,Writer,Todd Lincoln
+79694,Editor,Harold Parker
+4032,Producer,Brian Grazer
+4032,Original Music Composer,James Newton Howard
+4032,Editor,Wendy Greene Bricmont
+4032,Executive Producer,David T. Friendly
+4032,Director,Howard Zieff
+18615,Original Music Composer,Carter Burwell
+18615,Director of Photography,Bill Pope
+18615,Editor,Kristina Boden
+18615,Director,Steven Shainberg
+18615,Screenplay,Erin Cressida Wilson
+18615,Editor,Keiko Deguchi
+18615,Makeup Effects,Todd Kleitsch
+18615,Art Department Coordinator,Gary Cergol
+18615,Key Hair Stylist,Robert Fama
+18615,Casting Associate,Amelia Rasche McCarthy
+18615,Assistant Costume Designer,Susan Carrano
+18615,Special Effects Coordinator,J.C. Brotherhood
+10673,Director,Oliver Stone
+10673,Original Music Composer,Stewart Copeland
+10673,Hairstylist,Anthony Cortino
+4584,Director,Ang Lee
+4584,Screenplay,Emma Thompson
+4584,Novel,Jane Austen
+2977,Production Design,Eve Stewart
+2977,Director,Julian Jarrold
+2977,Producer,Graham Broadbent
+2977,Producer,Douglas Rae
+2977,Costume Design,Eimer Ni Mhaoldomhnaigh
+10760,Director of Photography,Mark Irwin
+10760,Casting,Pam Dixon
+10760,Director,Joe Nussbaum
+10760,Original Music Composer,Deborah Lurie
+10760,Executive Producer,Guy McElwaine
+10760,Executive Producer,Wayne Morris
+10760,Author,Chad Gomez Creasey
+10760,Production Design,Mark Garner
+11093,Director of Photography,Roger Deakins
+11093,Original Music Composer,James Horner
+11093,Supervising Sound Editor,Skip Lievsay
+11093,Producer,Michael London
+11093,Production Design,Maia Javan
+11093,Production Sound Mixer,William B. Kaplan
+11093,Production Supervisor,Gina Fortunato
+11093,Novel,Andre Dubus III
+11093,Producer,Vadim Perelman
+11093,Director,Vadim Perelman
+11093,Art Department Coordinator,Cheree Welsh
+11093,Sound Editor,Jeremy Peirson
+11093,Supervising Sound Editor,Jerry Ross
+11093,Stunt Coordinator,Scott Sproule
+11093,Script Supervisor,Scott Peterson
+11093,Still Photographer,Bruce Birmelin
+11093,Music Supervisor,Julyce Monbleaux
+207,Casting,Howard Feuer
+207,Director,Peter Weir
+207,Author,Tom Schulman
+207,Original Music Composer,Maurice Jarre
+207,Editor,William M. Anderson
+8467,Director,Bobby Farrelly
+8467,Director,Peter Farrelly
+8467,Writer,Peter Farrelly
+8467,Special Effects Coordinator,Frank Ceglia
+8467,Stunt Coordinator,Rick Barker
+8467,Makeup Effects,Matthew W. Mungle
+8467,Executive Producer,Aaron Meyerson
+8467,Unit Production Manager,Gerald T. Olson
+8467,Second Unit,Gerald T. Olson
+8467,Original Music Composer,Todd Rundgren
+8467,Production Supervisor,Tracie Graham-Rice
+8467,Casting Assistant,Rene L. Moreno
+8467,Unit Publicist,Alex L. Worman
+8467,Public Relations,Dennis Davidson
+8467,Production Accountant,Diana Adams
+8467,Set Production Assistant,Craig Comstock
+8467,Set Dressing Artist,Michael Budge
+8467,Casting Assistant,Paris Morgan
+8467,Location Scout,Karen Beard
+8467,Location Scout,Lee A. Steadman
+8467,Grip,Sandy Bloom
+8467,Driver,Jose Luis Alvarado
+8467,Stand In,Rolf Sigurd Brekke
+639,Director,Rob Reiner
+639,Production Design,Jane Musky
+639,Director of Photography,Barry Sonnenfeld
+639,Producer,Nora Ephron
+639,Original Music Composer,Thomas Richard Sharp
+639,Set Decoration,Sabrina Wright-Gilliar
+639,Unit Production Manager,Mark A. Baker
+24226,Screenplay,David Mamet
+24226,Producer,Richard D. Zanuck
+24226,Director,Sidney Lumet
+24226,Author,Sidney Lumet
+24226,Producer,David Brown
+24226,Novel,Barry Reed
+9285,Production Design,Clark Hunter
+9285,Executive Producer,Tom Pollock
+9285,Director,Todd Phillips
+9285,Screenplay,Todd Phillips
+9285,Screenplay,Scot Armstrong
+9285,Set Decoration,Traci Kirshbaum
+14709,Director,Brian Robbins
+74643,Production Supervisor,Marie-Christine Lafosse
+74643,Executive Producer,Richard Middleton
+74643,Director,Michel Hazanavicius
+74643,Editor,Michel Hazanavicius
+74643,Writer,Michel Hazanavicius
+74643,Executive Producer,Daniel Delume
+74643,Thanks,Riad Sattouf
+74643,Original Music Composer,Ludovic Bource
+74643,Thanks,Nicolas Brault
+74643,Orchestrator,Albert Guinovart
+74643,Executive Producer,Antoine de Cazotte
+74643,Assistant Art Director,Josh Lusby
+74643,Sound,Ken Yasumoto
+74643,Visual Effects Producer,Alexis Vieil
+74643,Location Scout,Douglas S. McClintock II
+74643,Hairstylist,Adruitha Lee
+74643,Makeup Artist,Jed Dornoff
+74643,Hairstylist,Kimberley Spiteri
+74643,Hairstylist,Melissa A. Yonkey
+74643,Assistant Director,David Allen Cluck
+74643,Propmaker,Cesar Orozco
+74643,Camera Operator,John Sosenko
+74643,Executive In Charge Of Production,Bastien Sirodot
+74643,Makeup Artist,Lydia Milars
+74643,Art Department Assistant,Joe Mason
+74643,Construction Foreman,Ray Maxwell
+74643,Sound mixer,Michael Krikorian
+74643,Special Effects,Chris Cline
+74643,Digital Compositors,Romain Moussel
+74643,Stunts,Scott Wilder
+74643,Stunts Coordinator,Scotty Richards
+74643,Rigging Grip,Andrey Prikazchikov
+74643,Grip,Joseph Ruiz
+74643,Color Timer,Christian Dutac
+74643,Script Supervisor,Isabelle Ribis
+13788,Director,David S. Goyer
+13788,Casting,Juel Bestrop
+13788,Editor,Jeff Betancourt
+13788,Music,Ramin Djawadi
+13788,Producer,Bradley Fuller
+13788,Set Decoration,Desi Wolff
+13788,Makeup Department Head,Suzi Ostos
+13788,Costume Supervisor,Sukari McGill
+83666,Director,Wes Anderson
+83666,Editor,Andrew Weisblum
+83666,Thanks,Michael Chabon
+83666,Producer,Jeremy Dawson
+83666,Set Decoration,Kris Moran
+83666,Digital Intermediate,Barbara Jean Kearney
+10781,Executive Producer,Mark Ordesky
+10781,Co-Producer,K.C. Hodenfield
+10781,Producer,Mike Fleiss
+10781,Executive Producer,Guy Stodel
+10781,Executive Producer,Robert Kuhn
+10781,Art Direction,John Frick
+10781,Director,Jonathan Liebesman
+10781,Set Decoration,Randy Huke
+10781,Makeup Effects,Grady Holder
+10781,Co-Producer,Alma Kuttruff
+10781,Makeup Effects,Kevin Wasner
+318850,Music,John Debney
+318850,Cinematography,Joel Ransom
+318850,Director,Cyrus Nowrasteh
+13908,Director,Perry Andelin Blake
+13908,Writer,Harris Goldberg
+1417,Thanks,Alejandro González Iñárritu
+1417,Director,Guillermo del Toro
+1417,Special Effects Coordinator,Reyes Abades
+1417,Special Effects,Óscar Abades
+1417,Sound Effects Editor,Roland N. Thai
+1417,Producer,Álvaro Augustín
+1417,Line Producer,Víctor Albarrán
+1417,Production Office Assistant,Silvia Alonso
+1417,Stunt Coordinator,Jordi Casares
+1417,Still Photographer,Teresa Isasi
+39180,Writer,Gregory Poirier
+39180,Director,John Whitesell
+39180,Adaptation,Craig Titley
+39180,Story,Michael Alexander Miller
+39180,Writer,Chris Faber
+39180,Adaptation,Stuart Gibbs
+16161,Director,John Singleton
+16161,Producer,John Singleton
+49950,Casting,Lindsey Hayes Kroeger
+49950,Director,Christian E. Christiansen
+49950,Writer,Sonny Mallhi
+49950,Producer,Paul Tennis
+10956,Music,Dave Matthews
+10956,Director,Dennie Gordon
+9594,Director of Photography,Richard H. Kline
+9594,Director,Sheldon Lettich
+9594,Screenplay,Jean-Claude Van Damme
+9594,Producer,Jean-Claude Van Damme
+9594,Martial Arts Choreographer,Peter Malota
+4638,Executive Producer,Natascha Wharton
+4638,Director,Edgar Wright
+4638,Screenplay,Simon Pegg
+4638,Producer,Nira Park
+4638,Casting,Nina Gold
+4638,Set Decoration,Liz Griffiths
+4638,Director of Photography,Jess Hall
+4638,Production Accountant,Tarn Harper
+4638,Post Production Supervisor,Tania Blunden
+4638,Production Manager,James Biddle
+4638,Unit Production Manager,John David Gunkle
+4638,Music Editor,Robin Whittaker
+4638,Executive In Charge Of Production,Michelle Wright
+13972,Director,Diane English
+5038,Director,Woody Allen
+13491,Producer,Waldemar Bergendahl
+13491,Screenplay,Hans Gunnarsson
+13491,Director,Peter Flinth
+13491,Stunt Coordinator,Kimmo Rajala
+13491,Production Manager,Madeleine Ekman
+13491,Camera Operator,Philippe Kress
+13491,Scenic Artist,Jossa Elmqvist
+13491,Scenic Artist,Rickard Grönvall
+13491,Scenic Artist,Teddy Holm
+13491,Scenic Artist,Nina Wennström
+13491,Property Master,Paul Gustavsson
+13491,Sound Recordist,Emil Eriksson
+13491,Sound Recordist,Arttu Kontkanen
+13491,Visual Effects Supervisor,Mathias Larserud
+13491,Visual Effects Supervisor,Tor-Bjorn Olsson
+10571,Set Designer,Scott Herbertson
+10571,Set Decoration,Suzette Sheets
+10571,Unit Production Manager,Louise Rosner-Meyer
+10571,Editor,Casey O. Rohrs
+10571,Director,Robert Iscove
+10571,Producer,Murray Schisgal
+10571,Art Direction,Bo Johnson
+10571,Post Production Supervisor,Tom Proper
+10571,Location Manager,Christine Bonnem
+10571,Location Manager,Michael Pew
+10571,Title Designer,Dina Mande
+10994,Executive Producer,Patrick Markey
+10994,Director of Photography,Elliot Davis
+10994,Production Design,Donald Graham Burt
+10994,Producer,John Wells
+10994,Director,Peter Kosminsky
+10994,Executive Producer,Kristin Harms
+10994,Producer,Tracy Underwood
+19994,Original Music Composer,Theodore Shapiro
+19994,Casting,Mindy Marin
+19994,Production Design,Arvinder Grewal
+19994,Producer,Brad Van Arragon
+19994,Director,Karyn Kusama
+25166,Director,Nick Gomez
+30890,Director,Woody Allen
+30890,Producer,Robert Greenhut
+30890,Costume Design,Jeffrey Kurland
+23169,Editor,Andrew Mondshein
+23169,Director,Allen Coulter
+23169,Casting,Joanna Colbert
+23169,Production Design,Scott P. Murphy
+23169,Director of Photography,Jonathan Freeman
+17403,Director of Photography,Eric Alan Edwards
+17403,Art Direction,Andrew M. Stearn
+17403,Production Design,Dan Davis
+17403,Director,Clare Kilner
+17403,Editor,Shawna Callahan
+12120,Writer,Timothy Harris
+12120,Director,Richard Benjamin
+12120,Executive Producer,Art Levinson
+12120,Producer,Ronald Parker
+9800,Original Music Composer,Howard Shore
+9800,Costume Design,Colleen Atwood
+9800,Director,Jonathan Demme
+9800,Assistant Director,Ronald M. Bozman
+9800,Producer,Edward Saxon
+9800,Executive Producer,Kenneth Utt
+9800,Unit Production Manager,Kenneth Utt
+9800,Editor,Craig McKay
+9800,Author,Ron Nyswaner
+9800,Script Supervisor,Anne Gyory
+9800,Editorial Services,Colleen Sharp
+9800,Steadicam Operator,Garrett Brown
+9800,Makeup Artist,Edna Sheen
+9800,Music Editor,Nicholas Meyers
+1090,Executive Producer,Michael Ballhaus
+1090,Original Music Composer,Harald Kloser
+1090,Set Decoration,Victor J. Zolfo
+1090,Executive Producer,Helga Ballhaus
+1090,Editor,Henry Richardson
+1090,Screenplay,Josef Rusnak
+1090,Director,Josef Rusnak
+1090,Producer,Ute Emmerich
+1090,Costume Supervisor,Jean Rosone
+18475,Producer,Shakim Compere
+18475,Director,Lance Rivera
+40160,Director,Ronald Neame
+40160,Costume Design,Albert Wolsky
+40160,Hairstylist,Sugar Blymyer
+40160,Director of Photography,Paul Lohmann
+40160,Executive Producer,Sandy Howard
+40160,Producer,Arnold H. Orgolini
+40160,Hairstylist,Lynn Del Kail
+40160,Art Direction,David A. Constable
+40160,Visual Effects Supervisor,Margo Anderson
+18074,Director,Bruce Paltrow
+9689,Director,Woody Allen
+9689,Author,Woody Allen
+9689,Producer,Letty Aronson
+9689,Director of Photography,Wedigo von Schultzendorff
+9781,Editor,Mark Goldblatt
+9781,Director of Photography,John R. Leonetti
+9781,Original Music Composer,J. Peter Robinson
+9781,Director,Adam Rifkin
+9781,Writer,Carl V. Dupré
+9781,Producer,Kathleen Haase
+8009,Casting,Michael McLean
+8009,Art Direction,Tim Hutchinson
+8009,Art Direction,Martin Atkinson
+8009,Director of Photography,Gerry Fisher
+8009,Director,Russell Mulcahy
+3877,Director,Susanne Bier
+3877,Casting,Heike Brandstatter
+3877,Executive Producer,Pippa Harris
+3877,Stunts,James Bamford
+3877,Music Editor,Suzana Peric
+3877,Casting Associate,Tannis Vallely
+3877,Assistant Costume Designer,Jana MacDonald
+3877,Makeup Department Head,Connie Parker
+3877,Hairstylist,Gail Rowell-Ryan
+3877,Assistant Art Director,Jennifer Donaldson
+3877,Costume Supervisor,Steve Holloway
+8854,Editor,John F. Link
+8854,Director of Photography,Mark Irwin
+8854,Art Direction,Gershon Ginsburg
+8854,Director,Kenneth Johnson
+152599,Director,James Gray
+152599,Producer,James Gray
+152599,Editor,John Axelrad
+152599,Set Decoration,David Schlesinger
+152599,Producer,Christopher Woodrow
+152599,Leadman,Ray Fisher
+18840,Director of Photography,Christopher Doyle
+18840,Director,James Ivory
+18840,Editor,John David Allen
+18840,Special Effects Supervisor,David Fletcher
+18840,Production Design,Andrew Sanders
+18840,Dialect Coach,Brooks Baldwin
+18840,Sound Effects Editor,Glenfield Payne
+18840,Translator,Christie Wang
+18840,Still Photographer,Tomoko Kikuchi
+18840,Script Supervisor,Catherine Allinson
+18840,ADR Editor,Mike Wood
+18840,Foley Editor,Dave Flynch
+18840,Choreographer,Karole Armitage
+18840,Art Direction,Baiyang Yu
+18840,Set Decoration,Shanqing Wang
+18840,Boom Operator,Christophe Penchenat
+68727,Director,Danny Boyle
+68727,Producer,Danny Boyle
+68727,Casting,Donna Isaacson
+68727,Executive Producer,François Ivernel
+68727,Supervising Art Director,Denis Schnegg
+68727,Music Editor,Allan Jenkins
+12657,Original Music Composer,RZA
+12657,Director of Photography,Jonathan Sela
+12657,Original Music Composer,Christopher Lennertz
+12657,Director,Jessy Terrero
+12657,Script Supervisor,Jules Stewart
+12657,Producer,David Rubin
+8265,Director of Photography,Pierre Aïm
+8265,Screenplay,Alexandre Charlot
+8265,Casting,Gérard Moulévrier
+8265,Director,Dany Boon
+8265,Director,Nicolas Guy
+8265,Script,Isabelle Thévenet
+8265,Production Manager,Bruno Morin
+12410,Director,Vicente Amorim
+34647,Producer,Olivier Delbosc
+34647,Producer,Vincent Maraval
+34647,Director,Gaspar Noé
+34647,Associate Producer,Gaspar Noé
+34647,Editor,Gaspar Noé
+34647,Director of Photography,Benoît Debie
+34647,Producer,Pierre Buffin
+34647,Line Producer,Georgina Pope
+34647,Production Design,Jean-Andre Carriere
+73935,Director,Amy Heckerling
+28178,Director,Lasse Hallström
+28178,Casting,Rick Montgomery
+28178,Executive Producer,Paul Mason
+28178,Associate Producer,Paul A. Levin
+28178,Unit Production Manager,Robert Ortiz
+28178,Producer,Shin Torisawa
+28178,Executive Producer,Stewart McMichael
+28178,Costume Design,Deborah Newhall
+28178,Special Effects Coordinator,John Ruggieri
+28178,Assistant Director,Cara Giallanza
+28178,Boom Operator,Gioia Birkett-Foa
+28178,Grip,Joseph Battista
+28178,Steadicam Operator,Francis Spieldenner
+185567,Music Editor,Peter Clarke
+185567,Sound Re-Recording Mixer,Jean-Paul Hurier
+185567,Hairstylist,Rick Findlater
+185567,Director of Photography,Denis Rouden
+185567,Screenplay,Jérôme Salle
+185567,Director,Jérôme Salle
+185567,Costume Design,Rae Donnelly
+185567,Steadicam Operator,Sarel Pretorius
+185567,Casting,Mito Skellern
+185567,Script Supervisor,Vinca Cox
+185567,Visual Effects Supervisor,Joel Pinto
+185567,Hairstylist,Natalie Hamer
+264656,Director of Photography,Rodrigo Prieto
+264656,Director,Tommy Lee Jones
+264656,Executive Producer,Tommy Lee Jones
+264656,Writer,Tommy Lee Jones
+264656,Sound Re-Recording Mixer,Richard Beggs
+264656,Production Design,Merideth Boswell
+264656,Set Decoration,Wendy Ozols-Barnes
+264656,Makeup Department Head,Vivian Baker
+264656,Executive Producer,Deborah Dobson Bach
+264656,Writer,Wesley Oliver
+264656,Set Costumer,Claire Sandrin
+264656,Music Editor,Jim Schultz
+264656,Executive Producer,Richard Romero
+264656,Script Supervisor,Pam Fuller
+264656,Digital Intermediate,Loan Phan
+264656,Sound Effects Editor,Phil Barrie
+264656,Leadman,Severino Gonzales
+264656,Hairstylist,Cydney Cornell
+264656,Greensman,Paul Judges
+264656,Greensman,Johnny Long
+264656,Property Master,Keith Walters
+264656,Greensman,James Duddy
+264656,Leadman,Dennis Riewerts
+264656,Set Decoration Buyer,Heidi Mayfield
+264656,Rigging Gaffer,Lamarr Gray
+35696,Director,Jesse Vaughan
+16351,Director,Atom Egoyan
+16351,Scenario Writer,Atom Egoyan
+38717,Director,William Bindley
+18777,Producer,Bonnie Timmermann
+18777,Production Design,Tim Galvin
+18777,Producer,Tim Williams
+18777,Screenplay,Wayne Beach
+18777,Director,Wayne Beach
+18777,Editor,Paul Zucker
+18777,Lighting Technician,Cory Geryak
+18777,Visual Effects Supervisor,Lon Molnar
+18777,Property Master,Marceline Gonin
+2110,Director,Gérard Krawczyk
+2110,Casting,Swan Pham
+9035,Director,James Gunn
+90,Director,Martin Brest
+90,Producer,Don Simpson
+90,Author,"Daniel Petrie, Jr."
+90,Director of Photography,Bruce Surtees
+90,Original Music Composer,Harold Faltermeyer
+90,Script Supervisor,Betty Goldberg
+771,Original Music Composer,John Williams
+771,Sound Designer,Scott Martin Gershin
+771,Casting,Jane Jenkins
+771,Director,Chris Columbus
+771,First Assistant Director,Mark Radcliffe
+771,Producer,John Hughes
+771,Director of Photography,Julio Macat
+771,Costume Design,Jay Hurley
+771,Still Photographer,Don Smetzer
+771,Script Supervisor,Jan Evans
+771,Supervising Sound Editor,Michael D. Wilhoit
+771,Sound Editor,Kelly Oxford
+771,Key Makeup Artist,Kimberly Phillips
+771,Property Master,William Dambra
+12154,Director,Leonard Nimoy
+12154,Executive Producer,Jean-François Lepetit
+12154,Producer,Ted Field
+12154,Music,Marvin Hamlisch
+9576,Screenplay,Robert Garland
+9576,Director,Sydney Pollack
+9576,Producer,Sydney Pollack
+9576,Costume Supervisor,Bernie Pollack
+9576,Screenplay,Barry Levinson
+9576,Director of Photography,Owen Roizman
+9576,Assistant Director,Joseph P. Reidy
+9576,Editor,Fredric Steinkamp
+9576,Screenplay,Elaine May
+9576,Screenplay,Don McGuire
+9576,Music,George Doering
+9576,Casting,Sylvia Fay
+9576,Music Editor,Else Blangsted
+9576,Sound Recordist,Philip Rogers
+744,Editor,Chris Lebenzon
+744,Director,Tony Scott
+744,Director of Photography,Jeffrey L. Kimball
+744,Screenplay,Jim Cash
+744,Set Decoration,Robert R. Benton
+744,Costume Supervisor,Bobbie Read
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+744,Sound Re-Recording Mixer,Kevin O'Connell
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+744,VFX Artist,David Settlow
+146,Director,Ang Lee
+146,Screenplay,Wang Hui-Ling
+146,Director of Photography,Peter Pau
+14,Original Music Composer,Thomas Newman
+14,Director,Sam Mendes
+14,Screenplay,Alan Ball
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+14,Editor,Tariq Anwar
+14,Art Direction,David Lazan
+14,Costume Design,Julie Weiss
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+14,Post Production Supervisor,Lisa Dennis Kennedy
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+14,Hairstylist,Cydney Cornell
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+14,Rigging Grip,Gerald A. King
+14,Camera Operator,Aaron Pazanti
+14,Color Timer,Phil Hetos
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+14,Additional Camera,Dana Kroeger
+14,24 Frame Playback,Ralph Merzbach
+14,Visual Effects Editor,Matt Magnolia
+14,Projection,René González
+14,Key Grip,Bill Young
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+45269,Executive Producer,Geoffrey Rush
+45269,Production Design,Eve Stewart
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+45269,Casting,Nina Gold
+45269,Thanks,Albert Martinez Martin
+45269,Thanks,Richard Payten
+45269,Director of Photography,Danny Cohen
+45269,Director,Tom Hooper
+45269,Art Department Coordinator,Julia Castle
+45269,Post Production Supervisor,Emma Zee
+45269,Supervising Art Director,David Hindle
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+45269,ADR & Dubbing,Lionel Strutt
+45269,Visual Effects Producer,Melinka Thompson-Godoy
+45269,Steadicam Operator,Zac Nicholson
+45269,Property Master,Bruce Bigg
+45269,Dialogue Editor,Matthew Skelding
+45269,Co-Producer,Simon Egan
+45269,Digital Compositors,Ilamuruguselvan
+45269,Digital Compositors,Hanuman Patel
+45269,Public Relations,Dennis Davidson
+45269,Stand In,Teresa Mahoney
+45269,Stand In,Steve Morphew
+9493,Production Design,James D. Bissell
+9493,Producer,Ivan Reitman
+9493,Director,Ivan Reitman
+9493,Screenplay,William Davies
+22556,Director,Udayan Prasad
+22556,Screenplay,Erin Dignam
+873,Director,Steven Spielberg
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+873,Producer,Kathleen Kennedy
+873,Executive Producer,Peter Guber
+873,Novel,Alice Walker
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+33196,Screenplay,Yoon Je-kyoon
+33196,Director,Yoon Je-kyoon
+205596,Editor,William Goldenberg
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+205596,Director of Photography,Óscar Faura
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+205596,Director,Morten Tyldum
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+205596,Producer,Nora Grossman
+205596,Music Editor,Kirsty Whalley
+205596,Steadicam Operator,Peter Wignall
+205596,Dialogue Editor,Dan Green
+205596,Second Unit Cinematographer,Steven Hall
+205596,Sound Effects Editor,Joe Beal
+205596,Sound Re-Recording Mixer,Stuart Hilliker
+205596,Visual Effects Supervisor,Eran Barnea
+205596,Digital Intermediate,Jonathan Collard
+205596,Dialect Coach,Sarah Shepherd
+10765,Screenplay,Nancy Meyers
+10765,Producer,Harvey Miller
+10765,Director,Howard Zieff
+10765,Screenplay,Charles Shyer
+10765,Producer,Charles Shyer
+16769,Set Decoration,John M. Dwyer
+16769,Executive In Charge Of Production,Sean Daniel
+16769,Director,Michael Apted
+16769,Production Design,John W. Corso
+16769,Writer,Tom Rickman
+33217,Music,Theodore Shapiro
+33217,Key Makeup Artist,Lisa Love
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+33217,Thanks,Riley Kathryn Ellis
+33217,Director,Thor Freudenthal
+33217,Screenplay,Jackie Filgo
+33217,Screenplay,Jeff Judah
+33217,Set Designer,Anneke Van Oort
+33217,Art Direction,Shannon Grover
+33217,Sound Effects Editor,Donald Flick
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+33217,Gaffer,John Helme
+33217,Transportation Coordinator,Mike Sassen
+33217,Special Effects,Kurt Jackson
+33217,Sound Designer,Elliott Koretz
+33217,Sound Re-Recording Mixer,James Bolt
+33217,Production Sound Mixer,Darren Brisker
+33217,Executive Producer,Jeff Kinney
+33217,Set Dresser,Lorne Poole
+33217,First Assistant Editor,Carolyn Calvert
+33217,Animation Supervisor,Mike L. Murphy
+33217,Costume Coordinator,Patricia L. Galbraith
+33217,Set Costumer,Eileen Gano
+33217,Transportation Captain,Steve Siegel
+132232,Executive Producer,Guillermo del Toro
+132232,Casting,Robin D. Cook
+132232,Costume Design,Luis Sequeira
+132232,Production Design,Anastasia Masaro
+132232,Director,Andy Muschietti
+132232,Writer,Andy Muschietti
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+11153,Director,Harold Ramis
+208134,Screenplay,Jeff Tremaine
+208134,Director,Jeff Tremaine
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+1165,Director,Stephen Frears
+1165,Producer,Tracey Seaward
+1165,Thanks,Tracey Ullman
+1165,Makeup Designer,Daniel Phillips
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+1165,Camera Operator,Philippe Houdart
+1165,Unit Manager,Matt Jones
+1165,Wigmaker,Terry Jarvis
+1165,Steadicam Operator,Alastair Rae
+1165,First Assistant Editor,Pani Ahmadi-Moore
+1165,Production Coordinator,Zoë Edwards
+4011,Director,Tim Burton
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+4011,Production Design,Bo Welch
+4011,Art Direction,Tom Duffield
+4011,Producer,Michael Bender
+4011,Makeup Artist,Ve Neill
+4011,Sound Re-Recording Mixer,Steve Maslow
+4011,Sound Re-Recording Mixer,Gregg Landaker
+4011,Sound Editor,David E. Stone
+4011,Sound Editor,Mark Pappas
+4011,Stunt Coordinator,Fred Lerner
+17202,Director,Tyler Perry
+17202,Writer,Tyler Perry
+9587,Casting,Carrie Frazier
+9587,Music Editor,Bill Bernstein
+9587,Art Direction,Richard Hudolin
+9587,Director,Gillian Armstrong
+9587,Novel,Louisa May Alcott
+9587,Camera Operator,Randal Platt
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+65086,Director of Photography,Tim Maurice-Jones
+65086,Editor,Jon Harris
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+65086,Executive Producer,Neil Dunn
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+65086,Novel,Susan Hill
+65086,Set Decoration,Niamh Coulter
+65086,Costume Design,Keith Madden
+65086,Executive Producer,Marc Schipper
+10053,Producer,John Davis
+10053,Casting,Nancy Nayor
+10053,Production Design,Jon Gary Steele
+10053,Director,Simon West
+10053,Director of Photography,Peter Menzies Jr.
+10053,Editor,Jeff Betancourt
+10053,Costume Design,Marie-Sylvie Deveau
+10053,Script Supervisor,Adrienne Hamalian-Mangine
+10053,Makeup Department Head,Gigi Williams
+10053,Makeup Artist,Kimberly Meyer
+11870,Director,Shawn Levy
+11870,Original Music Composer,Christophe Beck
+11870,Screenplay,Brian Robbins
+11778,Editor,Peter Zinner
+11778,Sound Re-Recording Mixer,Richard Portman
+11778,Camera Operator,Fred Schuler
+11778,Casting,Cis Corman
+11778,Director,Michael Cimino
+11778,Makeup Artist,Edwin Butterworth
+11778,Camera Operator,Enrique Bravo
+11778,Boom Operator,Donald L. Bolger
+11778,Still Photographer,Wynn Hammer
+11778,Construction Coordinator,Mickey Woods
+11778,Dolby Consultant,Stephen Katz
+11778,Sound Editor,Teri E. Dorman
+11778,Sound Re-Recording Mixer,William L. McCaughey
+11778,Still Photographer,Katrina Franken
+11778,Unit Publicist,Robert Werden
+586,Director of Photography,Robert Richardson
+586,Director,Barry Levinson
+586,Editor,Stu Linder
+586,Author,Larry Beinhart
+586,Screenplay,Hilary Henkin
+586,Original Music Composer,Mark Knopfler
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+586,Assistant Costume Designer,Marjorie McCown
+586,Makeup Artist,Peter Montagna
+18736,Director,Jim Fall
+18736,Producer,Stan Rogow
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+134411,Casting,Mary Vernieu
+134411,Set Decoration,Kristin Bicksler
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+134411,Editor,Jonathan Chibnall
+134411,Director,Ric Roman Waugh
+134411,Producer,Dany Garcia
+134411,Art Direction,Joe Lemmon
+287903,Director,Michael Dougherty
+287903,Producer,Michael Dougherty
+287903,Original Music Composer,Douglas Pipes
+287903,Producer,Alex Garcia
+287903,Set Decoration,Daniel Birt
+287903,Writer,Todd Casey
+287903,Casting Associate,Kate Caldwell
+287903,Visual Effects Producer,Danny Bergeron
+287903,Visual Effects Producer,Christoph Roth
+287903,Sound Re-Recording Mixer,Mark Paterson
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+287903,Executive Producer,Zach Shields
+287903,Animation,Michael Aerni
+287903,Visual Effects Editor,Neil Mayo
+287903,Visual Effects Producer,Jesse Kobayashi
+287903,Visual Effects Supervisor,Dan Charbit
+287903,First Assistant Camera,Ben Rowsell
+287903,Makeup Designer,Davina Lamont
+287903,Makeup Effects,Mathieu Baptista
+287903,Costume Supervisor,Paul Booth
+9276,Director,Robert Rodriguez
+9276,Music Editor,Bill Abbott
+9276,Executive Producer,Bob Weinstein
+9276,Executive Producer,Harvey Weinstein
+9276,Foley,Jana Vance
+9276,Screenplay,Kevin Williamson
+9276,Digital Effects Supervisor,Daniel Leduc
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+9276,Makeup Effects,Alan Tuskes
+9276,Hairstylist,Bridget Cook
+9276,Sound Re-Recording Mixer,Michael Semanick
+9276,Music Editor,Jay B. Richardson
+9276,Set Costumer,Yvonne Wilburn
+9276,Dolby Consultant,Daniel Sperry
+9276,ADR & Dubbing,Sue Fox
+9276,Transportation Coordinator,Cecil D. Evans
+9276,Art Direction,Ed Vega
+9276,Hairstylist,Melissa Forney
+9276,Makeup Artist,Don Malot
+9276,Construction Coordinator,David Wilt
+9276,Scenic Artist,Dawn M. Baker
+9276,ADR & Dubbing,Larry Schalit
+9276,Unit Publicist,Peggy Mulloy
+15765,Director,Brian Gibson
+2142,Director,James Mangold
+2142,Producer,Cathy Konrad
+2142,Executive Producer,Harvey Weinstein
+2142,Producer,Ezra Swerdlow
+2142,Associate Producer,Richard Miller
+11397,Producer,Neal H. Moritz
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+11397,Co-Producer,Buddy Johnson
+11397,Screenplay,Phil Beauman
+11397,Director,Joel Gallen
+11397,Screenplay,Andrew Jacobson
+11397,Location Manager,Patrick Mignano
+11397,Casting Assistant,Kendra Carter
+77016,Executive Producer,Jake Gyllenhaal
+77016,Executive Producer,Guy East
+77016,Dolby Consultant,Andy Potvin
+77016,Screenplay,David Ayer
+77016,Director,David Ayer
+77016,Sound Designer,Roland N. Thai
+77016,Executive Producer,Randall Emmett
+77016,Makeup Effects,Clinton Wayne
+77016,Director of Photography,Roman Vasyanov
+77016,Stunt Coordinator,Mike Gunther
+77016,Producer,John Lesher
+77016,Special Effects Coordinator,Kevin Hannigan
+77016,Sound Re-Recording Mixer,Christian P. Minkler
+77016,Music Editor,Clint Bennett
+77016,Publicist,Alex L. Worman
+77016,Supervising Sound Editor,Michael D. Wilhoit
+77016,Still Photographer,Scott Garfield
+77016,Hairstylist,Arturo Rojas
+77016,Visual Effects Producer,Phillip Hoffman
+77016,Rigging Gaffer,Louie Ceredez
+77016,Costume Supervisor,Robert Iannaccone
+77016,Digital Intermediate,Robert E. Phillips
+77016,Music Supervisor,Season Kent
+11478,Editor,Peter Amundson
+11478,Director,Rob Cohen
+11478,Producer,John Pogue
+266856,Dialogue Editor,Gillian Dodders
+266856,ADR Editor,Gillian Dodders
+266856,Director of Photography,Benoît Delhomme
+266856,Key Makeup Artist,Lesley Smith
+266856,Director,James Marsh
+266856,Editor,Jinx Godfrey
+266856,Casting Assistant,Robert Sterne
+266856,Gaffer,Pat Sweeney
+266856,Casting Assistant,Theo Park
+266856,Sound Designer,Danny Freemantle
+266856,Book,Jane Hawking
+266856,Wigmaker,Alex Rouse
+266856,Script Supervisor,Sylvia Parker
+266856,Greensman,Tim Lanning
+266856,Camera Operator,Mark Milsome
+266856,Makeup Artist,Anita Burger
+266856,Makeup Artist,Agnes Legere
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+266856,Sound Re-Recording Mixer,Adam Scrivener
+266856,Costume Supervisor,Natasha Cousins
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+266856,Associate Editor,Mark Keady
+266856,Unit Publicist,Rachel Kennedy
+266856,Music Supervisor,Claire Freeman
+266856,Boom Operator,Colin Gregory
+266856,Title Designer,Matt Curtis
+266856,Production Accountant,Craig Barwick
+266856,Casting Associate,Lauren Evans
+266856,Music Supervisor,Sarah Bridge
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+266856,Production Coordinator,Carrie-Ann Banner
+13411,Production Design,William A. Elliott
+13411,Casting,Mary Vernieu
+13411,Writer,Jamie Kennedy
+13411,Director,John Whitesell
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+10564,Director,Matt Williams
+947,Producer,Sam Spiegel
+947,Special Effects,Cliff Richardson
+947,Director,David Lean
+947,Screenplay,Robert Bolt
+947,Property Master,Eddie Fowlie
+947,Special Effects,Wally Veevers
+947,Camera Operator,Ernest Day
+947,Assistant Art Director,Tony Rimmington
+947,Assistant Art Director,Roy Rossotti
+947,Sound Recordist,Paddy Cunningham
+947,Stunts,Ken Buckle
+947,Assistant Director,Bryan Coates
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+947,Gaffer,Steve Birtles
+947,Script Supervisor,Lee Turner
+24150,Director,Rob Zombie
+24150,Producer,Rob Zombie
+24150,Producer,Andy Gould
+24150,Set Decoration,Lori Mazuer
+24150,Director of Photography,Brandon Trost
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+228970,Writer,Nick Hornby
+228970,Director,Jean-Marc Vallée
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+228970,Associate Producer,Cheryl Strayed
+228970,Sound Re-Recording Mixer,Andy Nelson
+228970,Foley,John T. Cucci
+228970,Visual Effects Producer,Julien Maisonneuve
+228970,Executive Producer,Nathan Ross
+228970,Sound Effects Editor,Bob Kellough
+228970,Dialogue Editor,Teri E. Dorman
+228970,Unit Publicist,Toni Atterbury
+228970,Script Supervisor,Suzanne Bingham
+228970,Art Department Coordinator,Beth Lipson
+228970,Set Costumer,Kara Stanford
+228970,Armorer,Daniel K. Smith
+228970,First Assistant Editor,Steve Bobertz
+228970,Special Effects Coordinator,Bob Riggs
+228970,Production Coordinator,Naomi Yospe
+228970,Boom Operator,Glenn Young
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+228970,Lighting Technician,Sigfried Seeliger
+228970,First Assistant Editor,Gwenaelle Larpent
+18405,Music,John Murphy
+18405,Set Decoration,Melinda Launspach
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+18405,Screenplay,Carl Ellsworth
+18405,Makeup Effects Designer,Gregory Nicotero
+18405,Director,Dennis Iliadis
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+18405,Executive Producer,Ray Haboush
+18405,Makeup Artist,Kerry Skelton
+18405,Key Hair Stylist,Megan Tanner
+18405,Stunt Coordinator,Anthony Mo Marais
+18405,Line Producer,Greig Buckle
+18405,Stunts,Shirley Kirchmann
+18405,Stunts,Colleen Knox
+6961,Producer,Paul Brooks
+6961,Director,Clare Kilner
+6961,Editor,Mary Finlay
+6961,Production Design,Tom Burton
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+6961,Costume Design,Louise Page
+11442,Director,Rick Rosenthal
+2493,Novel,William Goldman
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+2493,Director,Rob Reiner
+2493,Casting,Jane Jenkins
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+2493,Art Direction,Richard Holland
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+14047,Casting,Denise Chamian
+14047,Executive Producer,Bob Weinstein
+14047,Director,Denzel Washington
+14047,Executive Producer,David Crockett
+14047,Costume Design,Sharen Davis
+14047,Editor,Hughes Winborne
+14047,Producer,Todd Black
+14047,Producer,Kate Forte
+14047,Original Music Composer,Peter Golub
+64690,Director,Nicolas Winding Refn
+64690,Digital Intermediate,Stefan Sonnenfeld
+64690,Art Direction,Christopher Tandon
+64690,Editor,Matthew Newman
+64690,Lighting Technician,Anthony G. Nakonechnyj
+64690,Property Master,Will Blount
+64690,Stunt Coordinator,Darrin Prescott
+64690,Set Decoration,Lisa K. Sessions
+64690,Hairstylist,Linda Arnold
+64690,Steadicam Operator,Gregory Lundsgaard
+64690,Makeup Department Head,Gerald Quist
+64690,Visual Effects Producer,John Myers
+64690,Digital Intermediate,Liam Ford
+11132,Director,Sara Sugarman
+11132,Producer,Robert Shapiro
+11132,Editor,Anita Brandt-Burgoyne
+17127,Production Design,Jane Musky
+17127,Set Decoration,Susan Bode
+17127,Director,Nicholas Hytner
+17127,Screenplay,Wendy Wasserstein
+17127,Novel,Stephen McCauley
+1562,Editor,Chris Gill
+1562,Producer,Andrew Macdonald
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+1562,Supervising Sound Editor,Glenn Freemantle
+1562,Dialogue Editor,Lee Herrick
+1562,Foley,Nicolas Becker
+1562,Screenplay,Juan Carlos Fresnadillo
+1562,Director,Juan Carlos Fresnadillo
+1562,Director of Photography,Enrique Chediak
+1562,Producer,Enrique López Lavigne
+1562,Art Direction,Denis Schnegg
+1562,Costume Design,Jane Petrie
+1562,Steadicam Operator,Julian Morson
+1562,Assistant Art Director,Katrina Mackay
+1562,Sound Re-Recording Mixer,Ian Tapp
+1562,Visual Effects Editor,Simon Herden
+1562,Visual Effects Supervisor,Sheila Wickens
+1562,Visual Effects Supervisor,Bruce Woloshyn
+1562,Still Photographer,Susie Allnutt
+1562,Camera Operator,Tony Jackson
+232679,Director,Thomas Carter
+232679,Writer,David Zelon
+232679,Producer,David Zelon
+232679,Makeup Artist,Melanie Deforrest
+17880,Director,Wayne Wang
+17880,Writer,Kate DiCamillo
+14736,Music Editor,Michael Dittrick
+14736,Casting,Aisha Coley
+14736,Director of Photography,Reynaldo Villalobos
+14736,Editor,Terilyn A. Shropshire
+14736,Director,Gina Prince-Bythewood
+14736,Writer,Gina Prince-Bythewood
+14736,Makeup Artist,Carme Tenuta
+14736,Camera Operator,Joseph D. Urbanczyk
+14736,Production Design,Jeffrey Howard
+14736,Music Supervisor,Melodee Sutton
+9434,Director,George Armitage
+9434,Screenplay,Tom Jankiewicz
+9434,Original Music Composer,Joe Strummer
+23706,Production Design,Maher Ahmad
+23706,Editor,Virginia Katz
+23706,Director,Phil Traill
+11531,Screenplay,Daniel Myrick
+11531,Executive Producer,Daniel Myrick
+11531,Screenplay,Eduardo Sánchez
+11531,Executive Producer,Eduardo Sánchez
+11531,Director,Joe Berlinger
+9100,Music,Graeme Revell
+9100,Director,Andrew Fleming
+116,Director,Woody Allen
+116,Editor,Alisa Lepselter
+116,Casting,Patricia Kerrigan DiCerto
+116,Makeup Artist,Carmel Jackson
+116,Makeup Artist,Sharon Martin
+116,Unit Production Manager,Tori Parry
+116,Stand In,Steve Morphew
+38843,Casting,Coreen Mayrs
+38843,Stunt Coordinator,Garvin Cross
+38843,Gaffer,Mike Moyer
+38843,Producer,Alison Greenspan
+38843,Screenplay,Nick Pustay
+38843,Director,Elizabeth Allen Rosenbaum
+38843,Set Designer,Martina Javorova
+38843,Set Decoration,Carol Lavallee
+38843,Unit Publicist,Lorraine Jamison
+38843,Still Photographer,Alan Markfield
+38843,Steadicam Operator,Jim Van Dijk
+38843,Makeup Artist,Monica Huppert
+38843,Best Boy Electric,Bill Dawson
+38843,Sound Mixer,Shane Connelly
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+38843,Construction Foreman,Keith McCulloch
+1245,Director of Photography,Tony Pierce-Roberts
+1245,Director,James Ivory
+1245,Novel,Kazuo Ishiguro
+1245,Music Director,Harry Rabinowitz
+1245,Assistant Director,Simon Moseley
+1245,Visual Effects,Martin Body
+1245,Script Supervisor,Diana Dill
+1245,Location Manager,Christian McWilliams
+1245,Camera Operator,Roger Pearce
+1245,Gaffer,Tommy Finch
+1245,Assistant Director,Christopher Newman
+1245,Costume Design,John Bright
+1245,Special Effects Supervisor,Garth Inns
+1245,Music,Geoff Alexander
+1245,Telecine Colorist,John Dowdell
+4995,Executive Producer,Lawrence Gordon
+4995,Director,Paul Thomas Anderson
+4995,Screenplay,Paul Thomas Anderson
+4995,Producer,Daniel Lupi
+4995,Production Design,Bob Ziembicki
+4995,Set Decoration,Sandy Struth
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+4995,Music Supervisor,Bobby Lavelle
+10413,Editor,Mark Helfrich
+10413,Editor,Zach Staenberg
+10413,Director of Photography,David Gribble
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+10413,Director,Robert Harmon
+14012,Screenplay,Mark Rosenthal
+14012,Director,Michael Mayer
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+9793,Director,Martin Weisz
+9793,Producer,Peter Locke
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+12212,Director,John Ottman
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+13768,Director,Jay Russell
+8975,Sound Effects Editor,Richard Adrian
+8975,Director,John Bonito
+8975,Makeup Artist,Margaret Stevenson
+8975,Stunt Coordinator,Craig Clarke
+8975,Production Design,Herbert Pinter
+8975,Property Master,Brad Einhorn
+8975,Foley,Vince Nicastro
+8975,Visual Effects Supervisor,Dave Morley
+8975,Supervising Sound Editor,Richard E. Yawn
+8975,Art Department Coordinator,John Higgins
+8975,Visual Effects Producer,Martin Wiseman
+8975,Script Supervisor,Alexa Alden
+342521,Art Direction,Erin Cochran
+342521,Director,Peter Atencio
+342521,Producer,Keegan-Michael Key
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+342521,Writer,Alex Rubens
+342521,Script Supervisor,Susan A. Sullivan
+45272,Cinematography,John Bailey
+45272,Music,Michael Brook
+45272,Director,Shana Feste
+9424,Casting Associate,Heike Brandstatter
+9424,Director,David Nutter
+9424,Director of Photography,John S. Bartley
+9424,Editor,Randy Jon Morgan
+9424,Costume Design,Trish Keating
+9424,Animation,Adalberto Al Lopez
+9424,Art Department Coordinator,Valerie Methot
+97367,Producer,Lynette Howell
+97367,Producer,Alex Orlovsky
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+37003,Producer,John Modell
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+9877,Executive Producer,Brad Luff
+9877,Executive Producer,Brian Leslie Parker
+9877,Casting,Lisa Parasyn
+9877,Casting,Jon Comerford
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+62008,Casting,Kim Coleman
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+62008,Director,Tyler Perry
+12227,Director of Photography,Tony Pierce-Roberts
+12227,Director,Randal Kleiser
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+12227,Executive Producer,Lynn Kouf
+12227,Screenplay,Jeanne Rosenberg
+12227,Screenplay,David Fallon
+12227,Producer,Marykay Powell
+12227,Production Design,Michael S. Bolton
+13824,Director,Bruce McCulloch
+71688,Original Music Composer,Thomas Newman
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+71688,Screenplay,Abi Morgan
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+15173,Writer,Phil Vischer
+15173,Director,Mike Nawrocki
+8291,Director,John Singleton
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+8291,Original Music Composer,Janet Jackson
+13950,Director,Kevin Bray
+12158,Director,Wes Craven
+12158,Director of Photography,Mark Irwin
+12158,Screenplay,Michael Lucker
+11586,Original Music Composer,Ennio Morricone
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+10008,Sound Re-Recording Mixer,Derek Marcil
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+10008,Producer,Nelson Leong
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+2830,Screenplay,David Dorfman
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+12403,Director,David Twohy
+12403,Producer,Mark Canton
+12403,Producer,Robbie Brenner
+12403,Executive Producer,Bill Block
+12403,Producer,Camille Brown
+12403,Executive Producer,Kimberly Fox
+12403,Producer,Ken Halsband
+12403,Costume Design,Laura Goldsmith
+12403,VFX Supervisor,Jonah Loop
+34563,Director,Rick Famuyiwa
+14557,Director,Alan Cohn
+10368,Director,Franco Zeffirelli
+10368,Producer,Clive Parsons
+10280,Music,Daniel Licht
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+12637,Director,Martin Scorsese
+12637,Screenplay,Earl Mac Rauch
+34152,Director,Spike Lee
+14434,Screenplay,Chris Rock
+14434,Director,Chris Rock
+14434,Set Decoration,Chryss Hionis
+14434,Editor,Wendy Greene Bricmont
+14434,Screenplay,Louis C.K.
+14434,Original Music Composer,Marcus Miller
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+11470,Executive Producer,Sean S. Cunningham
+11470,Screenplay,Todd Farmer
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+11470,Director,James Isaac
+10741,Director,Emilio Estevez
+10741,Executive Producer,Anthony Hopkins
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+10741,Producer,Holly Wiersma
+10741,Producer,Edward Bass
+10741,Executive Producer,Michelle Krumm
+10741,Producer,Michel Litvak
+24940,Director,Mark Waters
+24940,Stunts,James Bamford
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+82679,Production Design,Mark White
+82679,Director,Josh Schwartz
+82679,Director of Photography,Yaron Orbach
+2013,Producer,Jon Kilik
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+2013,Producer,Léonard Glowinski
+1440,Original Music Composer,Thomas Newman
+1440,Screenplay,Todd Field
+1440,Director,Todd Field
+1440,Producer,Todd Field
+1440,Producer,Albert Berger
+1440,Novel,Tom Perrotta
+1440,Director of Photography,Antonio Calvache
+1440,First Assistant Editor,Mike Topoozian
+1440,Set Decoration,Susan Bode
+1440,Hairstylist,Michelle Johnson
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+18041,Director,Davis Guggenheim
+18041,Art Direction,Vlasta Svoboda
+28029,Director,Tony Goldwyn
+28029,Producer,Tony Goldwyn
+28029,Producer,Dustin Hoffman
+28029,Casting,Kerry Barden
+28029,Production Design,Dan Leigh
+28029,Producer,Neil Koenigsberg
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+28029,Producer,Jay Cohen
+28029,Producer,Lee Gottsegen
+28029,Executive Producer,Greg Coote
+28029,Producer,Murray Schisgal
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+1123,Executive Producer,Sydney Pollack
+1123,Editor,Jill Bilcock
+1123,Director of Photography,Ron Fortunato
+1123,Director,Phillip Noyce
+1123,Producer,Robyn Slovo
+14033,Director,Stephen Carpenter
+14033,Writer,Stephen Carpenter
+87729,Director,James Ivory
+16899,Casting,Deborah Aquila
+16899,Director,Stephan Elliott
+16899,Producer,James D. Stern
+41317,Director of Photography,Douglas Slocombe
+41317,Director,James Fargo
+41317,Original Music Composer,Mike Batt
+41317,Screenplay,Nancy Voyles Crawford
+41317,Hairstylist,Poory Broumand
+41317,Special Effects,Karl Baumgartner
+245700,Executive Producer,Tessa Ross
+245700,Supervising Sound Editor,Lee Herrick
+245700,Sound Re-Recording Mixer,Robert Farr
+245700,Executive Producer,Gail Egan
+245700,Cinematography,Dick Pope
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+245700,Art Direction,Dan Taylor
+245700,Visual Effects Supervisor,George Zwier
+245700,Camera Operator,Lucy Bristow
+37842,Director,Alain Resnais
+37842,Producer,Jean-Louis Livi
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+9045,Director,Costa-Gavras
+9045,Original Music Composer,Armand Amar
+9045,Art Direction,Emita Frigato
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+9045,Casting,Florin Kevorkian
+9045,Screenplay,Jean-Claude Grumberg
+9045,Producer,Andrei Boncea
+9045,Producer,Michèle Ray-Gavras
+9045,Production Design,Ari Hantke
+44092,Director,John Woo
+44092,Director,Chao-Bin Su
+44092,Director of Photography,Wing-hang Wong
+44092,Production Design,Simon So
+16005,Casting,Deborah Aquila
+16005,Production Design,Leslie A. Pope
+16005,Director,Neil Burger
+16005,Producer,Rick Schwartz
+16005,Executive Producer,Paul Hanson
+16005,Screenplay,Dirk Wittenborn
+16005,Co-Producer,Dirk Wittenborn
+44754,Producer,Gary Gilbert
+44754,Director,Kenneth Lonergan
+44754,Sound Re-Recording Mixer,Reilly Steele
+44754,Sound Effects Editor,Damian Volpe
+44754,Sound Mixer,Michael Barosky
+44754,Costume Supervisor,Melissa Stanton
+23988,Director,Bo Zenga
+43949,Casting,Janet Hirshenson
+43949,Director,Rob Reiner
+43949,Music,Marc Shaiman
+43949,Executive Producer,Martin Shafer
+43949,Second Assistant Director,Brian Relyea
+43949,Set Decoration,Danielle Berman
+43949,Post Production Supervisor,Susan E. Novick
+43949,Production Supervisor,Jennifer Corey
+43949,Still Photographer,Ben Glass
+43949,Key Makeup Artist,Dennis Liddiard
+43949,Set Designer,Lorrie Campbell
+43949,Script Supervisor,Kerry Lyn McKissick
+43949,Construction Coordinator,Joe Ondrejko
+43949,Sound Re-Recording Mixer,Daniel J. Leahy
+43949,Camera Operator,Mark Karavite
+43949,Music Editor,Christopher Brooks
+43949,Special Effects Coordinator,Russell Tyrrell
+43949,Chief Lighting Technician,Paul McIlvaine
+43949,Boom Operator,Perry Dodgson
+43949,First Assistant Camera,Andy Hoehn
+43949,Key Grip,Paul Goodstein
+43949,Property Master,Amie McCarthy Winn
+43949,Post Production Assistant,Tom Hanada
+142,Director of Photography,Rodrigo Prieto
+142,Director,Ang Lee
+142,Screenplay,Diana Ossana
+142,Producer,James Schamus
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+142,Art Direction,Laura Ballinger
+142,Set Decoration,Patricia Cuccia
+142,Script Supervisor,Karen Bédard
+142,Music Supervisor,Kathy Nelson
+142,Music Editor,Anibal Kerpel
+142,Gaffer,Christopher G. Sprague
+142,Rigging Gaffer,Gordon Schmidt
+142,Costume Supervisor,Kelly Fraser
+9603,Producer,Scott Rudin
+9603,Director of Photography,Bill Pope
+9603,Director,Amy Heckerling
+10712,Director of Photography,Edward Lachman
+10712,Costume Design,Sandy Powell
+10712,Director,Todd Haynes
+10712,Executive Producer,John Wells
+10712,Producer,Jody Patton
+243938,Director,Steve Pink
+243938,Dialogue Editor,Victoria Rose Sampson
+243938,Supervising Sound Editor,Michael Hilkene
+243938,Executive Producer,Matt Moore
+243938,Art Direction,Jason Baldwin Stewart
+243938,Set Decoration,Tim Cohn
+243938,Sound Re-Recording Mixer,Gabriel J. Serrano
+243938,Costume Supervisor,Shonta T. McCray
+243938,Visual Effects Producer,Chris Roff
+243938,Makeup Department Head,Remi Savva
+243938,Stunt Coordinator,Chuck Picerni Jr.
+243938,Makeup Artist,Annabelle MacNeal
+243938,Hair Department Head,Voni Hinkle
+243938,Key Costumer,Sarah P. Koeppe
+243938,Special Effects Supervisor,Matt Kutcher
+243938,Makeup Artist,Allison Gordin
+243938,Boom Operator,Matthew Armstrong
+10876,Director,Philip Kaufman
+10876,Casting,Donna Isaacson
+10876,Set Decoration,Jill Quertier
+10876,Supervising Art Director,Mark Raggett
+86838,Executive Producer,Tessa Ross
+86838,Production Design,David Wasco
+86838,Director,Martin McDonagh
+25208,Director,Kasi Lemmons
+613,Thanks,Tom Tykwer
+613,Director,Oliver Hirschbiegel
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+613,Sound Designer,Nico Krebs
+613,Co-Producer,Doris J. Heinze
+613,Assistant Art Director,Sergey Fukalov
+613,Property Master,Irina Melnikova
+613,Property Master,Ekaterina Omakhanova
+613,Foley,Jörn Poetzl
+613,Visual Effects Producer,Stefanie Stalf
+613,Publicist,Bettina Bartl
+613,Location Manager,Vladimir Plyatskovsky
+613,Location Manager,Maxim Volodin
+613,Stunts,Sergey Golovkin
+1913,Art Direction,Benjamín Fernández
+1913,Hairstylist,Mara Collazo
+1913,Director,Alejandro Amenábar
+1913,Original Music Composer,Alejandro Amenábar
+1913,Sculptor,Chris Fitzgerald
+1913,Visual Effects Producer,Nike Alonso
+1913,Makeup Designer,Jo Allen
+1913,Digital Compositors,Eduardo Díaz
+1913,Sound,Ricardo Steinberg
+1913,Digital Compositors,Helmuth Barnert
+1913,Digital Compositors,Carlos Trijueque
+1913,Digital Intermediate,Miguel P. Gilaberte
+1913,Carpenter,Alberto Báez
+1913,Production Controller,Eva Muslera
+1913,Property Master,Tino Torrescusa
+1913,Production Accountant,José Miguel Mendiola
+1913,3D Supervisor,Gonzalo Carrión
+1913,Pilot,Frédéric North
+1913,Negative Cutter,Felisa Catalinas
+97370,Director,Jonathan Glazer
+97370,Sound Re-Recording Mixer,Steve Single
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+97370,Costume Design,Stephen Noble
+97370,Greensman,Roger Holden
+97370,Foley,Barnaby Smyth
+97370,Sound Effects Editor,Steve Browell
+97370,Supervising Sound Editor,Johnnie Burn
+97370,Foley,Alissa Timoshkina
+97370,Special Effects,Tony Turner
+97370,Visual Effects Supervisor,Tom Debenham
+97370,Visual Effects Supervisor,Dominic Parker
+97370,Location Manager,Eugene Strange
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+97370,Camera Operator,Stuart Howell
+97370,First Assistant Director,Nick Heckstall-Smith
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+97370,Production Coordinator,Georgie Fallon
+801,Production Design,Roy Walker
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+70829,Director,Shim Hyung-Rae
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+54518,Director,Jon M. Chu
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+44214,Producer,Mike Medavoy
+44214,Producer,Arnold Messer
+44214,Executive Producer,Rick Schwartz
+44214,Sound Recordist,Harry Higgins
+44214,Screenplay,Mark Heyman
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+44214,Art Direction,David Stein
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+44214,Screenplay,John J. McLaughlin
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+44214,Makeup Effects,Chris Kelly
+44214,Construction Coordinator,Richard Tenewitz
+44214,Sound Designer,Craig Henighan
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+44214,Hairstylist,Geordie Sheffer
+44214,Visual Effects Producer,Colleen Bachman
+44214,Best Boy Electric,Kwmae Sandy
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+44214,Transportation Captain,Steven R. Hammond
+240,Director,Francis Ford Coppola
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+240,Production Sound Mixer,Nathan Boxer
+240,Art Direction,John Dapper
+240,Makeup Artist,Dick Smith
+240,Costume Design,Marilyn Putnam
+240,Unit Manager,Mario Cotone
+240,Hairstylist,Naomi Cavin
+240,Script Supervisor,John Franco
+240,Driver,Hugh Kelly
+9816,Casting,Avy Kaufman
+9816,Original Music Composer,Mark Isham
+9816,Director of Photography,Robbie Greenberg
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+9816,Producer,Marie Cantin
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+339984,Director,Patricia Riggen
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+8859,Sound Editor,Patrick Cicero
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+8859,Location Scout,Tiffany Noel Kinder
+8859,Set Decoration Buyer,Lisa Goldsmith
+8859,First Assistant Camera,Robert J. San Martin
+8859,Set Dresser,Paul Detlefson
+8859,Chef,Francisco Rivas
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+8859,Production Accountant,Susannah Brengel
+8859,Visual Effects Producer,Kristin Hansen
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+11967,Screenplay,John Fusco
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+239563,Original Music Composer,Theodore Shapiro
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+239563,Director,Theodore Melfi
+239563,Screenplay,Theodore Melfi
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+222899,Director,Steve Pink
+222899,Producer,Will Gluck
+4951,Costume Design,Kimberly A. Tillman
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+4951,Producer,Andrew Lazar
+4951,Director,Gil Junger
+4951,Writer,Karen McCullah Lutz
+4951,Writer,Kirsten Smith
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+4951,Art Direction,Gilbert Wong
+4951,Executive Music Producer,Ralph Sall
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+4951,First Assistant Camera,Gary Katsuya Ushino
+4951,Choreographer,Marguerite Pomerhn Derricks
+10985,Additional Editing,Ronald Roose
+10985,Director,Ed Decter
+10985,Casting,Nancy Nayor
+10985,Executive Producer,Michael Fottrell
+10985,Art Direction,Michael Atwell
+10985,Producer,Mark Ciardi
+10985,Script Supervisor,Gina Grande
+10985,Hairstylist,Kelly Nelson
+9644,Producer,David Willis
+9644,Director,Gene Quintano
+9644,Screenplay,Don Holley
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+332567,Director,Jaume Collet-Serra
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+332567,Foley,Willard Overstreet
+332567,Visual Effects Supervisor,Gregory D. Liegey
+332567,Additional Photography,Marc Spicer
+332567,Steadicam Operator,Andrew Conder
+332567,Sound Re-Recording Mixer,Tateum Kohut
+332567,Supervising Art Director,Fiona Donovan
+332567,First Assistant Camera,Ron Coe
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+332567,Visual Effects Coordinator,Lee Maher
+332567,Makeup Artist,Cora Montalban
+1954,Sound Re-Recording Mixer,John Ross
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+1954,Sound Director,Lon Bender
+1954,Screenplay,Eric Bress
+1954,Director,Eric Bress
+1954,Director,J. Mackye Gruber
+1954,Producer,J.C. Spink
+1954,Producer,Anthony Rhulen
+1954,Special Effects Coordinator,Corbin Fox
+1954,Assistant Property Master,Gillian Goodman
+1954,Co-Producer,Lisa Richardson
+1954,Executive Producer,William Shively
+1954,Key Makeup Artist,Stan Edmonds
+1954,Still Photographer,Shane Harvey
+1954,Gaffer,Peter G. Capadouca
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+1954,Sound Effects Editor,Karen Vassar Triest
+1954,Visual Effects Supervisor,Ralph Maiers
+1954,Camera Operator,Trig Singer
+1954,Music Editor,Brian Richards
+1954,ADR Supervisor,Zack Davis
+1954,Makeup Effects,Toby Lindala
+1954,Sound Designer,Geoffrey G. Rubay
+1954,Still Photographer,Glenn Parker
+1954,Digital Intermediate,Terra Bliss-Alvarez
+1954,Script Supervisor,Betty Bennett
+1954,Location Manager,Louisa Gradnitzer
+1954,Music Supervisor,Kevin J. Edelman
+1954,Sound Engineer,John Bires
+1954,First Assistant Camera,Taylor Matheson
+1954,Stunts,Laura Lee Connery
+1954,Assistant Costume Designer,Rena Campbell
+1954,Chef,Erik Lydestad
+1954,Stand In,Tammy Baer
+1954,Telecine Colorist,Jill Allanson
+1954,Unit Production Manager,J. Daniel Dusek
+1954,Rigging Grip,Jim Barber
+1954,Boom Operator,Robert Hanchar
+1954,Sound Mixer,Daryl Powell
+1954,Assistant Sound Editor,John Cannon
+1954,Grip,Dean Reca
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+1954,Assistant Production Coordinator,Yale Kussin
+15489,Writer,Will McRobb
+15489,Director,Chris Koch
+15250,Director,Preston A. Whitmore II
+22345,Director,Bob Clark
+22345,Screenplay,Greg Michael
+9448,Executive Producer,John Woo
+9448,Director of Photography,Danny Nowak
+9448,Director,Kirk Wong
+38223,Director,Bronwen Hughes
+11186,Director of Photography,Stefan Czapsky
+11186,Director,John Lafia
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+136835,Executive Producer,Rob Hardy
+136835,Executive Producer,Glenn S. Gainor
+136835,Editor,Randy Bricker
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+136835,Hairstylist,Bret Mayo
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+136835,Boom Operator,Drew Ponder
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+136835,Sound Effects Editor,Sebastian Sheehan Visconti
+136835,First Assistant Director,Mark Anthony Little
+136835,Sound Re-Recording Mixer,Kevin O'Connell
+136835,Camera Operator,Gary Jay
+136835,Art Direction,Michael H. Ward
+136835,Still Photographer,Quantrell D. Colbert
+136835,Script Supervisor,Megan Graham
+136835,Key Makeup Artist,Janice Tunnell
+136835,Chief Lighting Technician,Russell Caldwell
+136835,Unit Publicist,Arian Simone Reed
+136835,Assistant Editor,Bart Rachmil
+5876,Executive Producer,Harvey Weinstein
+5876,Novel,Stephen King
+5876,Thanks,Stephen King
+5876,Screenplay,Frank Darabont
+5876,Director,Frank Darabont
+5876,Producer,Frank Darabont
+5876,Executive In Charge Of Post Production,Michael Jackman
+5876,Makeup Artist,Gregory Nicotero
+5876,Set Decoration,Raymond Pumilia
+5876,Stunts,Kevin Beard
+5876,Executive In Charge Of Production,Matthew Stein
+5876,Camera Operator,Billy Gierhart
+5876,Thanks,Drew Struzan
+5876,Sound Effects Editor,Mike Chock
+5876,Post Production Supervisor,Karen M. Murphy
+5876,Visual Effects Producer,Karen M. Murphy
+5876,Dialogue Editor,Thomas Jones
+5876,Special Effects Coordinator,Darrell Pritchett
+5876,Casting Associate,Erin Toner
+5876,Script Supervisor,Alison Young
+5876,Unit Production Manager,Alissa M. Kantrow
+264660,Producer,Andrew Macdonald
+264660,Director,Alex Garland
+264660,Writer,Alex Garland
+264660,Editor,Mark Day
+264660,Supervising Sound Editor,Glenn Freemantle
+264660,Foley,Peter Burgis
+264660,Producer,Allon Reich
+264660,Supervising Art Director,Denis Schnegg
+264660,Set Decoration,Michelle Day
+264660,Visual Effects Supervisor,Sara Bennett
+264660,Stunt Coordinator,Andy Bennett
+264660,VFX Supervisor,Steve Street
+264660,Script Supervisor,San Davey
+264660,Wigmaker,Ray Marston
+264660,Associate Producer,Jason Sack
+264660,Visual Effects Editor,Stuart Nelhams
+264660,Digital Intermediate,Tim Drewett
+264660,First Assistant Editor,Hermione Byrt
+492,Executive Producer,Charlie Kaufman
+492,Producer,Steve Golin
+492,Director of Photography,Lance Acord
+492,Production Design,K.K. Barrett
+492,Director,Spike Jonze
+492,Set Decoration,Gene Serdena
+492,Producer,Sandy Stern
+492,Editor,Eric Zumbrunnen
+25462,Director,Mark Brown
+238603,Casting,Randi Hiller
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+238603,Director,Dave Green
+238603,Transportation Coordinator,Ted Moser
+238603,Set Designer,Anne Porter
+238603,Camera Operator,David Pierson
+238603,Visual Effects Supervisor,Mitchell S. Drain
+238603,Makeup Department Head,Amy Lederman
+238603,Leadman,David Lombard
+238603,Dialogue Editor,Colette D. Dahanne
+238603,Foley,Jody Thomas
+238603,Visual Effects Supervisor,Josh Saeta
+238603,Visual Effects Producer,Joshua D. Comen
+238603,Set Costumer,Kanani Wolf
+238603,Script Supervisor,Kiran Kaur Saini
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+264644,Executive Producer,Jeff Arkuss
+14577,Director,Bob Saget
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+16406,Production Design,Barbara Dunphy
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+3682,Executive Producer,Harvey Weinstein
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+9683,Producer,Beau Flynn
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+2084,Director,Jez Butterworth
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+2266,Director,Isabel Coixet
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+2266,Director,Alexander Payne
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+2266,Editor,Alex Rodríguez
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+2266,Director of Photography,Pascal Rabaud
+2266,Director of Photography,Christophe Paturange
+13074,Director,Rod Lurie
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+144340,Director,Paul Weitz
+48217,Director,Patrice Leconte
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+28211,Producer,Jeffrey Clifford
+28211,Production Design,Phillip Barker
+47502,Cinematography,Conrad L. Hall
+47502,Theatre Play,Chazz Palminteri
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+9950,Director,Sidney Lumet
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+24227,Director,Jon Hess
+9672,Art Direction,Laura Ballinger
+9672,Costume Design,Ruth Myers
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+9672,Hair Department Head,Bridget Cook
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+44853,Director,Michael Winterbottom
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+157544,Producer,Gary Lucchesi
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+59678,Executive Producer,Edgar Wright
+59678,Producer,Nira Park
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+59678,Executive Producer,Olivier Courson
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+59678,Steadicam Operator,Julian Morson
+79777,Director of Photography,Dean Semler
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+79777,Original Music Composer,Gabriel Yared
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+407887,Screenplay,John H. Lee
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+407887,Screenplay,Man-hee Lee
+17043,Director of Photography,David Burr
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+17043,Director,John Stainton
+17043,Producer,John Stainton
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+8952,Producer,Andrew Lazar
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+8952,Director,John Requa
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+62204,Director,Jean-Jacques Annaud
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+13435,Art Direction,David Lazan
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+17187,Director,Michael Hoffman
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+319,Producer,Samuel Hadida
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+59457,Director,Benedek Fliegauf
+59457,Writer,Benedek Fliegauf
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+9504,Director,James Foley
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+43867,Director of Photography,James Wong Howe
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+14574,Producer,David Heyman
+14574,Production Design,Martin Childs
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+21612,Director,Abel Ferrara
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+36691,Director,David Levien
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+45324,Director,George Hickenlooper
+12144,Producer,Gary Goldman
+12144,Producer,John Pomeroy
+12144,Director,Don Bluth
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+11658,Director,Kang Je-gyu
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+56601,Director,William Dear
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+56601,Executive Producer,Jim Van Eerden
+9552,Director of Photography,Owen Roizman
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+2105,Director,Chris Weitz
+2105,Director,Paul Weitz
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+2105,Post Production Supervisor,Tricia Miles
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+126319,Director,Vincent Patar
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+10136,Director of Photography,Donald E. Thorin
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+3049,Director of Photography,Julio Macat
+860,Director of Photography,William A. Fraker
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+9762,Production Design,Shepherd Frankel
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+3179,Screenplay,Joe Stillman
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+184,Director,Quentin Tarantino
+184,Producer,Lawrence Bender
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+13335,Director,Hayden Schlossberg
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+76726,Visual Effects,Sergey Muraviev
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+76726,Visual Effects Editor,John Berri
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+10269,Director,Barbra Streisand
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+36819,Director,Terry Gilliam
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+17130,Executive Producer,David Gale
+57214,Executive Producer,Joel Silver
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+57214,Screenplay,Matt Drake
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+11202,Director of Photography,Fred J. Koenekamp
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+11202,Novel,Omar N. Bradley
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+9357,Sound Designer,Michael Payne
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+9357,Sound Designer,Brian Emrich
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+9357,Unit Production Manager,Stan Wlodkowski
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+13812,Production Design,Jon Gary Steele
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+9030,Music,Marco Beltrami
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+9030,Executive Producer,Mike Elliott
+9030,Executive Producer,Roy Lee
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+9030,Director,Xavier Palud
+9030,Executive Producer,Peter Chan
+9030,Executive Producer,Darren Miller
+19084,Producer,Paul Hall
+19084,Director,Christopher Erskin
+8386,Producer,Michael Shamberg
+8386,Director of Photography,Francis Kenny
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+8386,Director,Jesse Dylan
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+8386,Marine Coordinator,Troy Waters
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+10437,Director,Brian Henson
+10437,Producer,Brian Henson
+10437,Director of Photography,John Fenner
+1360,Director of Photography,Rodrigo Prieto
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+222935,Foley,Goro Koyama
+222935,Director,Josh Boone
+222935,Director of Photography,Ben Richardson
+222935,Set Decoration,Merissa Lombardo
+222935,Novel,John Green
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+222935,Foley,Sandra Fox
+222935,Visual Effects Producer,Brice Liesveld
+222935,Visual Effects Supervisor,John Bair
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+222935,Steadicam Operator,Erwan van Buuren
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+222935,Special Effects Coordinator,Jason Trosky
+222935,Makeup Artist,Doug Fairall
+10220,Casting,Avy Kaufman
+10220,Costume Design,Terry Dresbach
+10220,Director,John Dahl
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+10220,Set Decoration,Beth Kushnick
+10220,Art Direction,Rick Butler
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+284296,Casting,Victoria Thomas
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+31915,Original Music Composer,Leonard Rosenman
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+11601,Screenplay,David Koepp
+11601,Director,David Koepp
+11601,Novel,Richard Matheson
+205220,Original Music Composer,Alexandre Desplat
+205220,Director,Stephen Frears
+205220,Producer,Steve Coogan
+205220,Executive Producer,François Ivernel
+205220,Supervising Art Director,Rod McLean
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+11354,Producer,Sammy Lee
+11354,Executive Producer,Andreas Schmid
+11354,Director,Mike Binder
+16241,Casting,Alixe Gordin
+16241,Art Direction,Peter Lamont
+16241,Costume Design,Anthony Mendleson
+16241,Editor,Robert Swink
+16241,Director,Franklin J. Schaffner
+16241,Screenplay,Heywood Gould
+16241,Sound Re-Recording Mixer,Richard Overton
+16241,Still Photographer,Bert Cann
+14191,Screenplay,John Quaintance
+14191,Director,Elizabeth Allen Rosenbaum
+14191,Art Direction,Bill Booth
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+286565,Producer,Wyck Godfrey
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+286565,Screenplay,Scott Neustadter
+286565,Screenplay,Michael H. Weber
+286565,Director,Jake Schreier
+286565,Novel,John Green
+286565,Original Music Composer,Son Lux
+26710,Director,Cheryl Dunye
+129670,Producer,Albert Berger
+129670,Director,Alexander Payne
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+129670,Foley,Alicia Stevenson
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+129670,Executive Producer,Julie M. Thompson
+129670,Executive Producer,Neil Tabatznik
+129670,Stunt Coordinator,Erik Rondell
+129670,Makeup Department Head,Robin Fredriksz
+129670,Art Department Coordinator,Jessica Ripka
+129670,Post Production Supervisor,Rick Reynolds
+129670,Post Production Supervisor,Valerie Flueger Veras
+129670,Transportation Coordinator,Gary Edelman
+9059,Executive Producer,Robert Zemeckis
+9059,Executive Producer,Walter Hill
+9059,Director,Ernest R. Dickerson
+9059,Writer,Mark Bishop
+9059,Associate Producer,Dan Cracchiolo
+9059,Director of Photography,Rick Bota
+9059,Writer,Cyrus Voris
+9059,Producer,A L Katz
+9059,Co-Producer,Scott Nimerfro
+34549,Director,Tim Hill
+34549,Screenplay,Jonathan Bernstein
+57157,Costume Design,David C. Robinson
+57157,Director,Jason Reitman
+57157,Producer,Diablo Cody
+57157,Executive Producer,Steven M. Rales
+57157,Co-Producer,Beth Kono
+57157,Executive Producer,Helen Estabrook
+57157,Art Department Coordinator,Leann Murphy
+57157,Hair Department Head,Mandy Lyons
+57157,Costume Supervisor,Barbara Hause
+57157,Seamstress,Crystal Thompson
+57157,Key Hair Stylist,Mia Neal
+57157,Carpenter,Bruce J. Paquette
+1948,Producer,Tom Rosenberg
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+1948,Producer,Skip Williamson
+1948,Casting,Deborah Aquila
+1948,Screenplay,Brian Taylor
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+1948,Casting,Jennifer L. Smith
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+1948,Casting,Tricia Wood
+1948,Production Supervisor,Ted Gidlow
+1948,Visual Effects Editor,Lakan De Leon
+1948,Makeup Department Head,Elisabeth Fry
+1948,Stunt Coordinator,Darrin Prescott
+1948,Rigging Gaffer,Keith Morgan
+1948,Sound Re-Recording Mixer,Ken S. Polk
+1948,Hairstylist,Yvonne Depatis-Kupka
+1948,Makeup Effects,Guy Himber
+1948,Property Master,Guillaume DeLouche
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+1948,Greensman,Roger Prater
+1948,Animation Director,David Marks
+28353,Director,Lionel C. Martin
+46889,Producer,Danny DeVito
+46889,Director of Photography,John Bailey
+46889,Director,Richard LaGravenese
+46889,Producer,Michael Shamberg
+46889,Producer,Stacey Sher
+46889,Script Supervisor,Wilma Garscadden-Gahret
+38093,Casting,Avy Kaufman
+38093,Editor,Melissa Kent
+38093,Director of Photography,Terry Stacey
+38093,Director,Sanaa Hamri
+38093,Writer,Michael Elliot
+38093,Art Direction,Robert Pyzocha
+14976,Director,Jonathan Demme
+14976,Casting,Bernard Telsey
+14976,Original Music Composer,Zafer Tawil
+14976,Producer,Neda Armian
+14976,Producer,Alyssa St. Vincent
+14976,Producer,Emily Woodburne
+11027,Screenplay,David Mamet
+11027,Producer,Charles Mulvehill
+11027,Editor,Graeme Clifford
+11027,Director,Bob Rafelson
+3635,Original Music Composer,Alexandre Desplat
+3635,Director,Peter Webber
+3635,Art Direction,Christina Schaffer
+3635,Set Decoration,Cecile Heideman
+387,Director,Wolfgang Petersen
+387,Screenplay,Wolfgang Petersen
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+387,Original Music Composer,Klaus Doldinger
+387,Post Production Supervisor,William H. Brown
+387,Executive Producer,Edward R. Pressman
+387,Executive Producer,Mark Damon Johnson
+387,Makeup Artist,Ago von Sperl
+387,Sound Effects Editor,Peter Horrocks
+387,Sound Recordist,Stanislav Litera
+6020,Editor,Richard Halsey
+6020,Director,Wallace Wolodarsky
+6020,Screenplay,Greg Coolidge
+122906,Producer,Tim Bevan
+122906,Director,Richard Curtis
+122906,Director of Photography,John Guleserian
+122906,Original Music Composer,Nick Laird-Clowes
+9550,Author,Zhang Yimou
+9550,Producer,Zhang Yimou
+9550,Director,Zhang Yimou
+9550,Author,Wang Bin
+60599,Casting,Laura Rosenthal
+60599,Editor,Douglas Crise
+60599,Producer,Kevin Turen
+60599,Dialect Coach,Jerome Butler
+60599,Director,Nicholas Jarecki
+60599,Makeup Department Head,LuAnn Claps
+60599,Costume Supervisor,Danajean Cicerchi
+60599,Visual Effects Supervisor,Olcun Tan
+60599,Visual Effects Producer,Persis Reynolds
+60599,Construction Coordinator,Richard Hebrank
+60599,Gaffer,Shawn Greene
+60599,Post Production Supervisor,Tim Pedegana
+60599,Property Master,Courtney Schmidt
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+60599,Digital Intermediate,Lisa Tutunjian
+60599,Music Editor,Piotr Witkowski
+60599,Script Supervisor,Diane Hounsell
+60599,Chef,Ivan Kerum
+60599,Executive Producer,Lisa Wilson
+227719,Producer,Michael Bay
+227719,Production Design,Maher Ahmad
+227719,Producer,Bradley Fuller
+227719,Special Effects Coordinator,Lee Alan McConnell
+227719,Cinematography,Matthew J. Lloyd
+227719,Director,Dean Israelite
+227719,Hairstylist,Melissa A. Yonkey
+227719,Visual Effects Producer,Charlotte Raffi
+227719,Makeup Artist,Lay'Na Anderson
+227719,CG Supervisor,Robert East
+14299,Director,Darnell Martin
+14299,Writer,Darnell Martin
+19419,Director,Scott Alexander
+19419,Writer,Scott Alexander
+19419,Director,Larry Karaszewski
+19419,Production Design,Mark S. Freeborn
+19419,Sound Re-Recording Mixer,Gary Gegan
+19419,Still Photographer,Joseph Lederer
+19419,Supervising Sound Editor,Gary S. Gerlich
+19419,Production Coordinator,Jill Christensen
+12088,Producer,John Davis
+12088,Director,Stuart Gordon
+12088,Camera Operator,David Eggby
+12088,Production Design,David Copping
+12088,Executive Producer,Graham Burke
+12088,Screenplay,Troy Neighbors
+12088,Screenplay,Steven Feinberg
+12088,Editor,Tim Wellburn
+12088,Supervising Sound Editor,James Beshears
+12088,Hairstylist,Debra Stehlik
+12088,Scenic Artist,Derek Wyness
+12088,Steadicam Operator,Phil Cross
+12088,Costume Supervisor,Peter Bevan
+14799,Director,Christopher Guest
+14799,Writer,Christopher Guest
+9466,Director,Woody Allen
+9466,Screenplay,Woody Allen
+9466,Editor,Susan E. Morse
+9466,Director of Photography,Sven Nykvist
+9466,Production Design,Santo Loquasto
+7510,Producer,Brad Grey
+7510,Still Photographer,Suzanne Tenner
+7510,Director,Ryan Murphy
+7510,Book,Augusten Burroughs
+7510,Stunt Coordinator,Thomas M. Ficke
+7510,Costume Design,Lou Eyrich
+7510,Art Department Coordinator,Marissa Zajack
+31246,Director,Robert Iscove
+31246,Executive Producer,Simon Fuller
+31246,Co-Producer,Nikki Boella
+31246,Producer,John Steven Agoglia
+31246,Casting Associate,Elizabeth Boykewich
+31246,Costume Design,John Gene Cavalli
+31246,Set Designer,Bill Wright
+61752,Director,Spike Lee
+10944,Producer,Laurie Parker
+10944,Producer,Nicole Kidman
+10944,Director,Jane Campion
+10944,Original Music Composer,Hilmar Örn Hilmarsson
+10944,Screenplay,Susanna Moore
+10944,Hair Department Head,Lori Guidroz
+10944,Art Department Coordinator,Addy McClelland
+10944,Seamstress,Mitsuno Yokoo
+10362,Director,James Gray
+10362,Producer,James Gray
+10362,Executive Producer,Marc Butan
+10362,Editor,John Axelrad
+14778,Director,Fred Schepisi
+1255,Director,Bong Joon-ho
+1255,Director of Photography,Kim Hyung-ku
+1255,Editor,Kim Sun-min
+1255,Co-Producer,Junyoung Jang
+45226,Director,Roger Spottiswoode
+45226,Music,James Horner
+45226,Creative Consultant,Ron Shelton
+45226,Director of Photography,Charles F. Wheeler
+45226,Producer,Michael Taylor
+45226,Screenplay,Jeffrey Alan Fiskin
+10212,Casting,Suzanne Smith
+10212,Producer,Adam Fields
+10212,Director,Antonia Bird
+10212,Art Department Coordinator,Marketa Puzmanova
+10212,Special Effects Coordinator,Jaroslav Stolba
+8669,Casting,David Rubin
+8669,Producer,Jay Roach
+8669,Director,Jon Poll
+8669,Key Hair Stylist,Judi Cooper-Sealy
+8669,Producer,Sidney Kimmel
+8669,Casting,Richard Hicks
+8669,Costume Design,Luis Sequeira
+8669,Supervising Sound Editor,Michael Haight
+8669,Sound Re-Recording Mixer,Doug Hemphill
+8669,Boom Operator,Gavin Coford
+8669,Third Assistant Director,Patrick Murphy
+8669,Production Coordinator,David M. Chisholm
+179144,Director,Paolo Sorrentino
+179144,Assistant Costume Designer,Olga Michalowska
+179144,Gaffer,Alessandro Saulini
+179144,Assistant Costume Designer,Chiara Nobile
+179144,Still Photographer,Gianni Fiorito
+179144,Visual Effects Coordinator,Enrico Barone
+16857,Director,Peter Care
+16857,Writer,Michael Petroni
+86825,Producer,Tony Scott
+86825,Editor,Nicolas De Toth
+86825,Executive Producer,Mark Roybal
+86825,Director,Park Chan-wook
+86825,Additional Writing,Erin Cressida Wilson
+86825,Executive Producer,Steven M. Rales
+844,Producer,Zhang Yimou
+844,Director of Photography,Christopher Doyle
+844,Director,Wong Kar-wai
+844,Producer,Eric Heumann
+8060,Director of Photography,Peter Deming
+8060,Director,Ira Sachs
+8060,Producer,Ira Sachs
+8060,Original Story,John Bingham
+8060,Editor,Affonso Gonçalves
+8060,Script Supervisor,Christine Wilson
+8060,Choreographer,Viktoria Langton
+15907,Executive Producer,Doug Claybourne
+15907,Writer,Karen Janszen
+15907,Director,Carroll Ballard
+15907,Writer,Carol Cawthra
+15907,Writer,Carol Cawthra Hopcraft
+15907,Writer,Xan Hopcraft
+38448,Director,Neil Jordan
+38448,Editor,Tony Lawson
+38448,Executive Producer,Ned Dowd
+38448,Line Producer,Karen Richards
+38448,Executive Producer,Michael Maher
+327,Original Music Composer,Joe Hisaishi
+327,Director,Takeshi Kitano
+327,Editor,Takeshi Kitano
+327,Director of Photography,Katsumi Yanagijima
+327,Casting,Takefumi Yoshikawa
+327,Sound Designer,Senji Horiuchi
+327,Line Producer,Shinji Komiya
+9260,Director of Photography,Lisa Rinzler
+9260,Director,Anthony Russo
+9260,Screenplay,Joe Russo
+9260,Director,Joe Russo
+61337,Director,Sidney Lumet
+61337,Production Design,Philip Rosenberg
+61337,Art Direction,Dennis Davenport
+61337,Editor,Tom Swartwout
+61337,Producer,Steven Schwartz
+61337,Script Supervisor,Blanche McDermaid
+61337,Set Decoration,Enrico Campana
+13079,Director,Vadim Perelman
+13079,Writer,Emil Stern
+89325,Director,Lawrence Kasdan
+89325,Producer,Lawrence Kasdan
+89325,Writer,Lawrence Kasdan
+89325,Producer,Stefanie Azpiazu
+4170,Director,Marco Kreuzpaintner
+4170,Director of Photography,Daniel Gottschalk
+4170,Music,Leonardo Heiblum
+4170,Screenplay,José Rivera
+4170,Set Designer,Bernt Amadeus Capra
+41508,Director,Lajos Koltai
+12479,Producer,David Blocker
+12479,Director,Alan Rudolph
+44555,Director,Zhang Yimou
+44555,Original Story,Joel Coen
+44555,Writer,Jing Shang
+10133,Director,Vincenzo Natali
+10133,Executive Producer,E.K. Gaylord II
+10133,Producer,Wendy Grean
+21345,Director,Lu Chuan
+21345,Producer,Li Zhou
+173931,Director,Lijun Sun
+61984,Director,Takashi Yamazaki
+61984,Director of Photography,Kôzô Shibasaki
+61984,Producer,Toshiaki Nakazawa
+61984,Production Design,Anri Johjo
+61984,Original Music Composer,Naoki Satô
+50601,Music,Trevor Rabin
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+50601,Costume Supervisor,Irina Kotcheva
+50601,Screenplay,Mikko Alanne
+50601,Producer,George Lascu
+50601,Costume Design,Sofia Kharebashvili
+50601,Art Direction,Tea Telia
+50601,Makeup Department Head,Yana Stoyanova
+26466,Casting,Kelly Wagner
+26466,Casting,Nikki Barrett
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+26466,Original Music Composer,Christian Henson
+26466,Associate Producer,Jonathan Taylor
+26466,Stunt Coordinator,Paul Phillips
+26466,Costume Supervisor,Roberta Shaw
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+26466,Art Department Coordinator,Tricia McInally
+26466,Visual Effects Supervisor,Ivan Moran
+26466,Music Supervisor,Alison Wright
+345003,Producer,Martin Wiley
+345003,Casting,Jan Glaser
+345003,Executive Producer,Strathford Hamilton
+345003,Director,Timothy Hines
+345003,Producer,Susan Goforth
+236751,Director,Randall Wallace
+236751,Director of Photography,Dean Semler
+236751,Casting,Sheila Jaffe
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+236751,Co-Producer,Phyllis Laing
+107,Executive Producer,Steve Tisch
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+107,Executive Producer,Stephen Marks
+107,Executive Producer,Trudie Styler
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+107,Sound Mixer,Simon Hayes
+107,Script Supervisor,Mary Haddow
+107,Music Editor,Danny Sheehan
+107,Supervising Sound Editor,Danny Sheehan
+107,Associate Producer,Taha Ali Reza
+107,Special Effects Supervisor,Ken Lailey
+107,Construction Coordinator,Dennis Wilson
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+357837,Director,David Winters
+8913,Screenplay,Stephen King
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+13889,Director,Akira Kurosawa
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+18530,Original Music Composer,Jeff Danna
+18530,Novel,Patricia Highsmith
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+18530,Producer,Antoine de Clermont-Tonnerre
+18530,Director,Jamie Thraves
+18530,Production Design,Matthew Davies
+18530,Producer,Jennifer Kawaja
+358451,Director,Mabel Cheung
+358451,Writer,Mabel Cheung
+927,Supervising Sound Editor,Richard L. Anderson
+927,Director,Joe Dante
+927,Production Design,James H. Spencer
+927,Editor,Tina Hirsch
+927,Special Effects,Bob MacDonald Jr.
+927,Stunt Coordinator,Mike H. McGaughy
+11,Director,George Lucas
+11,Original Music Composer,John Williams
+11,Casting,Vic Ramos
+11,Editor,Marcia Lucas
+11,Set Decoration,Roger Christian
+11,Costume Design,John Mollo
+11,Production Design,John Barry
+291870,Original Music Composer,Michael Andrews
+291870,Director,Dan Mazer
+291870,Producer,Barry Josephson
+291870,Producer,Jason Barrett
+291870,Producer,Bill Block
+907,Original Music Composer,Maurice Jarre
+907,Director,David Lean
+907,Executive Producer,Arvid Griffen
+907,Set Decoration,Dario Simoni
+907,Camera Operator,Alex Thomson
+907,Hairstylist,Grazia De Rossi
+907,Orchestrator,Leo Arnaud
+907,Assistant Director,Roy Stevens
+907,Creative Consultant,Andrew Mollo
+907,Unit Manager,Tadeo Villalba
+907,Additional Soundtrack,Robert Bain
+907,Production Manager,Stanley Goldsmith
+206563,Director,Stephen Daldry
+206563,Costume Design,Bia Salgado
+206563,Director of Photography,Adriano Goldman
+206563,Editor,Elliot Graham
+206563,Casting,Chico Accioly
+206563,Producer,Kris Thykier
+11887,Editor,Seth Flaum
+11887,Director,Kenny Ortega
+11887,Director of Photography,Daniel Aranyó
+45317,Set Decoration,Gene Serdena
+45317,Actor's Assistant,Eric Weinstein
+45317,Director,David O. Russell
+45317,Sound Designer,Odin Benitez
+45317,Costume Design,Mark Bridges
+45317,Unit Production Manager,Mark Kamine
+45317,Thanks,Brad Weston
+45317,Co-Producer,Ken Halsband
+45317,Executive In Charge Of Production,Ken Halsband
+45317,Post Production Supervisor,Christopher Kulikowski
+45317,Screenplay,Paul Tamasy
+45317,Assistant Editor,Lizzy Calhoun
+45317,Stunts,Brian Christensen
+45317,Hairstylist,Elizabeth Cecchini
+45317,Visual Effects,Hugo Dominguez
+45317,Grip,Woody Bell
+45317,Assistant Director,Cara Giallanza
+45317,Assistant Director,Michele Ziegler
+12094,Producer,Johnny Knoxville
+12094,Director,Jeff Tremaine
+12094,Producer,Jeff Tremaine
+12094,Executive Producer,Derek Freda
+10377,Set Decoration,Michael Seirton
+10377,Director,Jonathan Lynn
+10377,Editor,Tony Lombardo
+249164,Casting,Ronna Kress
+249164,Music Supervisor,Linda Cohen
+249164,Director of Photography,John de Borman
+249164,Set Decoration,Louise Roper
+249164,Executive Producer,Brad Van Arragon
+249164,Original Music Composer,Heitor Pereira
+249164,Key Hair Stylist,Anji Bemben
+249164,Director,R.J. Cutler
+249164,Editor,Keith Henderson
+256092,Casting,Donald Paul Pemrick
+256092,Writer,Evan Law
+256092,Director,Brian Trenchard-Smith
+256092,Producer,Paul O'Kane
+256092,Art Direction,Jonathon Hannon
+256092,Sound Designer,Michael Newton
+256092,Sound Effects Editor,Stuart Welch
+9942,Director,David S. Ward
+9942,Director of Photography,Reynaldo Villalobos
+9942,Executive Producer,Mark Rosenberg
+9942,Casting,Joanne Zaluski
+9942,Production Design,Jeffrey Howard
+10748,Editor,Alex Mackie
+10748,Director,Barnaby Thompson
+10748,Executive Producer,Barnaby Thompson
+10748,Screenplay,Nick Moorcroft
+10748,Executive Producer,Nigel Green
+10748,Director,Oliver Parker
+10748,Executive Producer,James Spring
+1817,Director of Photography,Matthew Libatique
+1817,Original Music Composer,Harry Gregson-Williams
+1817,Director,Joel Schumacher
+1817,Editor,Mark Stevens
+1817,Costume Design,Daniel Orlandi
+1817,Art Direction,Martin Whist
+1817,Still Photographer,Christine M. Loss
+1817,Script Supervisor,Sharron Reynolds
+10229,Producer,Denise Di Novi
+10229,Director,Adam Shankman
+10229,Original Music Composer,Mervyn Warren
+10229,Screenplay,Karen Janszen
+687,Director of Photography,Roger Deakins
+687,Director,Tim Robbins
+687,Thanks,Julia Roberts
+687,Executive Producer,Tim Bevan
+687,Producer,Rudd Simmons
+687,Thanks,Bruce Springsteen
+687,Thanks,Clancy Brown
+687,Dialogue Editor,Anthony J. Ciccolini III
+687,Production Design,Richard Hoover
+687,Dialect Coach,Tim Monich
+687,Thanks,Simon Abkarian
+687,Thanks,Eddie Vedder
+687,Post Production Assistant,Allison R. Hebble
+687,Foley,George A. Lara
+687,Thanks,Malcolm Ritchie
+687,Makeup Designer,Ma Kalaadevi Ananda
+687,Makeup Artist,Michal Bigger
+687,Still Photographer,Demmie Todd
+687,Location Manager,Barbara Heller
+687,Electrician,Lance Shepherd
+687,Hairstylist,Michael Kriston
+687,Electrician,Greg Addison
+687,First Assistant Camera,Andy Harris
+687,Art Department Coordinator,Christie Alexander
+687,Additional Music,David Spinozza
+687,Chef,Brad 'Mo' Gremillion
+687,Craft Service,Kayla Chaillot
+687,Mixing Engineer,Gary Chester
+687,Sound Recordist,Scott Dior
+687,Telecine Colorist,John Dowdell
+687,First Assistant Editor,Clare Larson
+687,Production Accountant,Mindy Sheldon
+687,Assistant Sound Editor,Yvette Nabel
+687,Set Dressing Production Assistant,Morgan Miller
+796,Director,Roger Kumble
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+22804,Director,Kevin Greutert
+22804,Casting,Stephanie Gorin
+22804,Production Design,Anthony Ianni
+10156,Casting,Jane Feinberg
+10156,Casting,Mike Fenton
+10156,Editor,John C. Howard
+10156,Director,Mel Brooks
+10156,Screenplay,Mel Brooks
+10156,Producer,Mel Brooks
+10156,Producer,Stuart Cornfeld
+10156,Producer,Joel Chernoff
+12837,Casting,Craig Fincannon
+12837,Casting,Mark Fincannon
+12837,Director,Gina Prince-Bythewood
+12837,Novel,Sue Monk Kidd
+12837,Hair Department Head,Camille Friend
+12837,Script Supervisor,Thom Rainey
+12837,Gaffer,Tommy Ray Sullivan
+17708,Director,Rob Pritts
+13937,Producer,Gale Anne Hurd
+13937,Director,Brian De Palma
+13937,Screenplay,Brian De Palma
+13937,Director of Photography,Stephen H. Burum
+13937,Editor,Robert Dalva
+13937,Editor,Paul Hirsch
+13937,Production Design,Doug Kraner
+13937,Steadicam Operator,James Muro
+13937,Assistant Director,James Dyer
+13937,Music Supervisor,Frank Fitzpatrick
+13937,Art Department Coordinator,Kristen Ross
+13937,Hairstylist,Emanuel Millar
+13937,Camera Operator,Dustin Blauvelt
+28932,Director,Norman Jewison
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+31909,Director,Tobe Hooper
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+31909,Production Coordinator,Iya Labunka
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+31909,Sound Effects Editor,Zack Davis
+31909,Music Editor,Jack K. Tillar
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+31909,Costume Supervisor,Louis Valadez
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+167073,Thanks,Dustin Hoffman
+167073,Producer,Amanda Posey
+167073,Original Music Composer,Michael Brook
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+167073,Co-Producer,Marie-Claude Poulin
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+167073,Foley,Jack Stew
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+167073,Sound Effects Editor,Dillon Bennett
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+167073,Script Supervisor,Rowena Ladbury
+167073,Makeup Department Head,Morna Ferguson
+167073,Key Hair Stylist,R. Cory McCutcheon
+167073,Steadicam Operator,Daniel Bishop
+167073,Music Supervisor,Kle Savidge
+167073,Dialogue Editor,Ian Morgan
+3175,Director,Stanley Kubrick
+3175,Art Direction,Roy Walker
+3175,Makeup Artist,Alan Boyle
+3175,Costume Design,Ulla-Britt Söderlund
+14369,Director,Brendan Malloy
+14369,Director,Emmett Malloy
+14369,Writer,Jon Zack
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+16888,Executive Producer,Robert K. Weiss
+16888,Casting,Rick Montgomery
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+16888,Director,Reginald Hudlin
+16888,Executive Producer,Thomas Levine
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+121826,Screenplay,Ronald Harwood
+121826,Director,Dustin Hoffman
+121826,Costume Design,Odile Dicks-Mireaux
+121826,Director of Photography,John de Borman
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+121826,Executive Producer,Dario Suter
+121826,Executive Producer,Dickon Stainer
+10646,Director,Gregory Poirier
+10646,Producer,Paul Kurta
+12149,Director,Bill Paxton
+12149,Original Music Composer,Brian Tyler
+12149,Producer,David Blocker
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+304357,Director,Simon Curtis
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+304357,Producer,Kris Thykier
+304357,Editor,Peter Lambert
+304357,Key Makeup Artist,Norma Webb
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+11184,Director,Bill Condon
+11184,Editor,Virginia Katz
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+11184,Producer,Adam Shulman
+766,Director,Sam Raimi
+766,Editor,Sam Raimi
+766,Screenplay,Ivan Raimi
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+20009,Director,Dewey Nicks
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+1587,Novel,Peter Hedges
+1587,Screenplay,Peter Hedges
+1587,Director,Lasse Hallström
+30973,Screenplay,John Goldsmith
+30973,Executive Producer,Martin Katz
+30973,Director,Philip Saville
+30973,Producer,Chris Chrisafis
+30973,Art Direction,Ian Brock
+30973,Set Decoration,Carolyn 'Cal' Loucks
+11109,Production Design,Eve Stewart
+11109,Casting,Nina Gold
+11109,Producer,Simon Channing Williams
+11109,Executive Producer,Gail Egan
+11109,Foley,Peter Burgess
+11109,Director of Photography,Dick Pope
+11109,Director,Mike Leigh
+11109,Co-Producer,Georgina Lowe
+11109,Original Music Composer,Andrew Dickson
+11109,Sound Re-Recording Mixer,Chris Burdon
+11109,Choreographer,Francesca Jaynes
+11109,Makeup Artist,Lesa Warrener
+11109,Still Photographer,Simon Mein
+11109,Assistant Art Director,Tanya Clark
+11109,Gaffer,Matthew Moffat
+11109,Title Graphics,Chris Allies
+9027,Executive Producer,Liza Chasin
+9027,Executive Producer,Shekhar Kapur
+9027,Director,Daisy von Scherler Mayer
+63020,Music,Alan Silvestri
+63020,Producer,Michael Nozik
+63020,Production Design,Mark Friedberg
+63020,Casting,Kerry Barden
+63020,Director,Mira Nair
+63020,Producer,Lydia Dean Pilcher
+63020,Editor,Greg Finton
+63020,Hairstylist,Cydney Cornell
+86829,Director,Joel Coen
+86829,Producer,Joel Coen
+86829,Writer,Joel Coen
+86829,Director,Ethan Coen
+86829,Writer,Ethan Coen
+86829,Casting,Ellen Chenoweth
+86829,Costume Design,Mary Zophres
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+86829,Set Decoration,Susan Bode
+86829,Script Supervisor,Thomas Johnston
+86829,Executive Producer,Ron Halpern
+86829,Art Direction,Deborah Jensen
+86829,Stunt Coordinator,Jery Hewitt
+86829,Still Photographer,Alison Cohen Rosa
+11065,Casting,Avy Kaufman
+11065,Director,Tim Blake Nelson
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+11065,Producer,Eric Gitter
+11065,Producer,Lisa Gitter
+11065,Set Decoration,David Schlesinger
+11065,Production Design,Dina Goldman
+11065,Script Supervisor,Jay Mason
+11065,Producer,Daniel Fried
+11065,Unit Publicist,Marjory Wentworth
+11065,Unit Publicist,Cara White
+13888,Music,Basil Poledouris
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+13888,Director,William A. Graham
+13888,Producer,William A. Graham
+13888,Casting,Pennie DuPont
+13888,Art Direction,Paul Ammitzboll
+42345,Original Music Composer,Henry Mancini
+42345,Set Decoration,Darrell Silvera
+42345,Director of Photography,James Wong Howe
+42345,Director,Martin Ritt
+42345,Costume Design,Dorothy Jeakins
+42345,Art Direction,Tambi Larsen
+42345,Hairstylist,Scotty Rackin
+42345,Script Supervisor,Marvin Weldon
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+13994,Director,John Turturro
+13994,Costume Design,Donna Zakowska
+1590,Director,Agnieszka Holland
+1590,Screenplay,Stephen J. Rivele
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+1590,Executive Producer,Jan Korbelin
+1590,Producer,Bruce Webb
+62728,Director,Rowan Joffe
+11917,Producer,Gregg Hoffman
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+11917,Casting,Stephanie Gorin
+11917,Director,David Hackl
+11917,Set Decoration,Liesl Deslauriers
+45138,Costume Design,Enrico Sabbatini
+45138,Editor,Franco Fraticelli
+45138,Director,Giuliano Montaldo
+45138,Novel,Ovid Demaris
+45138,Set Decoration,Ennio Michettoni
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+45138,Art Direction,Roberto Velocchio
+80271,Executive Producer,Nathan Kahane
+80271,Director of Photography,Kieran McGuigan
+80271,Director,Lisa Azuelos
+80271,Producer,Tish Cyrus
+80271,Screenplay,Kamir Aïnouz
+4657,Director,Ray Lawrence
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+4657,Production Design,Margot Wilson
+14395,Choreographer,Farah Khan
+14395,Director,Karan Johar
+14395,Editor,Sanjay Sankla
+14395,Original Music Composer,Loy Mendonsa
+14395,Sound Designer,Stephen Gomes
+14395,Boom Operator,Haroon Sheikh
+14395,Art Direction,Sandra Scurria
+14395,Makeup Artist,Namrata Soni
+24137,Director,Oliver Parker
+190847,Director,Ruairi Robinson
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+190847,Art Direction,Christopher Wyatt
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+190847,Property Master,Muhannad Halawani
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+190847,Foley,Eoghan McDonnell
+11056,Executive Producer,Bob Weinstein
+11056,Production Design,Llorenç Miquel
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+62,Screenplay,Stanley Kubrick
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+62,Special Effects,Les Bowie
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+601,Producer,Kathleen Kennedy
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+13067,Director,Jon Kasdan
+25379,Director,Léa Pool
+88641,Casting,Lynn Stalmaster
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+88641,Director,Floyd Mutrux
+58051,Director,Sajid Khan
+58051,Screenplay,Milap Zaveri
+14877,Director,Christopher Cain
+14877,Foley,Jeffrey Wilhoit
+14877,Sound Re-Recording Mixer,Michael Minkler
+14877,Digital Intermediate,John Nicolard
+14877,Property Master,Jordy Wihak
+14877,Special Effects Coordinator,Jason Paradis
+14877,Set Decoration,Celine Godberson
+14877,Hair Designer,Caroline Dehner
+14877,Steadicam Operator,Damon Moreau
+14877,First Assistant Camera,Donovan Fraser
+96399,Director,Dean Wright
+304410,Director,Eric Lartigau
+489,Music,Danny Elfman
+489,Director,Gus Van Sant
+489,Sound Re-Recording Mixer,Gus Van Sant
+489,Casting,Kerry Barden
+489,Executive Producer,Jonathan Gordon
+489,Co-Producer,Chris Moore
+489,Thanks,Edward Zwick
+489,Co-Executive Producer,Kevin Smith
+489,Co-Executive Producer,Scott Mosier
+489,Sound Re-Recording Mixer,Leslie Shatz
+489,Unit Production Manager,Christopher Goode
+489,First Assistant Editor,Kelley Dixon
+489,Stunt Coordinator,Jery Hewitt
+489,Post Production Supervisor,Robert Hackl
+489,Title Graphics,Pablo Ferro
+489,Gaffer,Bryan Forde
+489,Camera Operator,Brian Heller
+489,Sound Re-Recording Mixer,Tom E. Dahl
+489,Property Master,Marc Corriveau
+489,Special Effects,William 'Billy Jack' Jakielaszek
+489,Sound mixer,Owen Langevin
+489,Special Effects Coordinator,Brian Ricci
+373314,Original Music Composer,Federico Jusid
+373314,Executive Producer,Stan Wertlieb
+373314,Director,Shintaro Shimosawa
+373314,Costume Design,Lizz Wolf
+373314,Co-Producer,Ryan S. Black
+373314,Producer,Ellen S. Wander
+373314,Co-Producer,Bill Delaney
+214,Screenplay,Leigh Whannell
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+10890,Director of Photography,Bill Butler
+10890,Director,Ivan Reitman
+10890,Producer,Ivan Reitman
+10890,Producer,Daniel Goldberg
+1588,Director,Peyton Reed
+1588,Executive Producer,Caitlin Scanlon
+316727,Director,James DeMonaco
+316727,Supervising Sound Editor,Lewis Goldstein
+316727,Visual Effects Producer,Jamison Scott Goei
+316727,Set Decoration,Vanessa Knoll
+316727,Still Photographer,Michele K. Short
+316727,Visual Effects Producer,Christopher Sinnott
+316727,Co-Producer,Phillip Dawe
+316727,ADR & Dubbing,Tom Ryan
+316727,Set Costumer,Rosa J. Colón
+316727,Key Hair Stylist,Shayna Passaretti
+316727,Special Effects Coordinator,John Ruggieri
+316727,Visual Effects Editor,Christian Madera
+316727,Casting Associate,Sarah Domeier
+316727,Camera Operator,Christopher Walsh
+316727,Seamstress,Minerva Diann Savoy
+316727,Set Costumer,Gianna Soprano
+316727,Visual Effects Editor,Brooke Noska
+316727,Visual Effects Producer,Shaina Holmes
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+10314,Original Music Composer,Stewart Copeland
+10314,Producer,Richard N. Gladstein
+10314,Producer,Peter Abrams
+10314,Director of Photography,Francis Kenny
+10314,Director,Robert Iscove
+663,Producer,Gregg Hoffman
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+11804,Writer,Steve Martin
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+11804,Visual Effects Producer,Sharon Lark
+11804,Key Grip,Michael Taschereau
+11804,Sound Editor,Miha Jaramaz
+11804,Storyboard,David Allcock
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+11804,First Assistant Editor,Lalit Goyal
+11804,Best Boy Electric,Dave Klassen
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+16781,Visual Effects,Mark Intravartolo
+16781,Production Design,Ina Mayhew
+16781,Producer,Reuben Cannon
+16781,Director,Tyler Perry
+16781,Executive Producer,Tyler Perry
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+16781,Hairstylist,Linda Thompson
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+16781,ADR & Dubbing,Greg Crawford
+16781,ADR & Dubbing,Mark DeSimone
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+16781,ADR & Dubbing,Andrew Morgado
+16781,Sound Effects Editor,Stuart Provine
+16781,Foley,Shelley Roden
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+16781,Grip,Pete Bowman
+16781,Gaffer,David McLean
+16781,Electrician,Mark Miller
+16781,Grip,Jesse Wayne Parker
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+16781,Costume Supervisor,Layne Brightwell
+16781,Post Production Assistant,Jenny Cho
+16781,Editor,Stephen H. Sloan
+16781,First Assistant Editor,Mark Tuminello
+16781,Producer,Justin Bones
+11873,Director,Martin Scorsese
+11873,Producer,Irving Axelrad
+9289,Director,Bernhard Wicki
+9289,Director of Photography,Jean Bourgoin
+9289,Director of Photography,Walter Wottitz
+9289,Art Direction,Vincent Korda
+9289,Director,Ken Annakin
+9289,Screenplay,Cornelius Ryan
+9289,Director,Andrew Marton
+10414,Editor,John F. Link
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+10414,Director,Stephen Herek
+1970,Sound Effects Editor,Richard C. Franklin
+1970,Line Producer,Ray Quinlan
+1970,Casting,Kelly Wagner
+1970,Director,Takashi Shimizu
+1970,Editor,Jeff Betancourt
+1970,Production Design,Iwao Saitô
+1970,Executive Producer,Doug Davison
+1970,Executive Producer,Nathan Kahane
+1970,Co-Producer,Aubrey Henderson
+1970,Mixing Engineer,Robert Fernandez
+1970,Production Manager,Katsuhiro Ogawa
+1970,Makeup Effects,Yûichi Matsui
+1970,Director of Photography,Hideo Yamamoto
+1970,Stunt Coordinator,Hideo Saito
+1970,Co-Producer,Michael Kirk
+1970,Orchestrator,Sean McMahon
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+1970,Foley,Ken Dufva
+1970,Art Direction,Kyôko Yauchi
+1970,Set Dressing Artist,Tomoko Asai
+1970,Production Coordinator,Tobin Adams
+1970,Production Supervisor,Ed Licht
+9614,Original Music Composer,Mark Mothersbaugh
+9614,Director,Dennis Dugan
+9614,Producer,Robert Simonds
+9614,Director of Photography,Arthur Albert
+8922,Director,Victor Salva
+8922,Producer,Tom Luse
+8922,Director of Photography,Don E. FauntLeRoy
+8922,Music Editor,Ed Marx
+8922,Telecine Colorist,Rolando Díaz
+8922,Dialogue Editor,Robert Troy
+8922,Script Supervisor,Patricia A. Fullerton
+8922,Lighting Technician,Shane Buttle
+8922,CG Supervisor,Todd Sheridan Perry
+8922,Greensman,Daniel Williams
+8922,Production Illustrator,Brad Parker
+8922,Carpenter,Michael Powels
+8922,Propmaker,James P. Crapser
+8922,Scenic Artist,Carla Bailey
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+8922,3D Supervisor,Lisa Lavender
+8922,Visual Effects Supervisor,Robert W. Morgenroth
+8922,Second Assistant Director,Jason Roberts
+8922,Animal Wrangler,Shane Ayon
+1648,Music,David Newman
+1648,Director,Stephen Herek
+1648,Producer,Michael S. Murphey
+17917,Novel,Charles Dickens
+17917,Screenplay,Lionel Bart
+17917,Director,Carol Reed
+74534,Screenplay,Ol Parker
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+19405,Director,Chuck Sheetz
+9355,Original Music Composer,Maurice Jarre
+9355,Casting,Alison Barrett
+9355,Screenplay,Terry Hayes
+9355,Screenplay,George Miller
+9355,Director,George Miller
+9355,Producer,George Miller
+9355,Director,George Ogilvie
+10999,Editor,Mark Goldblatt
+10999,Editor,John F. Link
+10999,Director of Photography,Matthew F. Leonetti
+10999,Special Sound Effects,Fred J. Brown
+10999,Special Effects Coordinator,Henry Millar
+10999,Director,Mark L. Lester
+10999,Story,Jeph Loeb
+10999,Associate Producer,Jeph Loeb
+10999,Story,Matthew Weisman
+10999,Construction Coordinator,Cal DiValerio
+10999,Boom Operator,Jules Strasser
+10999,Music Editor,Ken Runyon
+10999,Transportation Coordinator,Whitey Ellison
+10999,Leadman,William D. Derham
+321258,Producer,Gary Lucchesi
+321258,Producer,Richard S. Wright
+321258,Costume Design,Jori Woodman
+321258,Executive Producer,Wang Zhonglei
+321258,Director,William Brent Bell
+321258,Makeup Artist,Erin Froese
+321258,Producer,Roy Lee
+321258,Supervising Sound Editor,Craig Mann
+321258,Writer,Stacey Menear
+321258,Sound Re-Recording Mixer,Laura Wiest
+321258,Assistant Art Director,Aja Kai Rowley
+321258,Costume Supervisor,Sandra Watson
+321258,Dialogue Editor,Chase Keehn
+321258,Music Editor,Michael Baber
+321258,Executive Producer,Adam Fogelson
+321258,Executive Producer,Donald Tang
+321258,Casting Associate,Nicky Hawthorne
+321258,Visual Effects Supervisor,Anders Freij
+321258,Digital Intermediate,Hershel Cohen
+44040,Makeup Effects,Christopher Allen Nelson
+44040,Producer,M. Night Shyamalan
+44040,Original Music Composer,Fernando Velázquez
+44040,Director,John Erick Dowdle
+44040,Executive Producer,Drew Dowdle
+44040,Hairstylist,Larry Waggoner
+44040,Producer,John Rusk
+44040,Producer,Ashwin Rajan
+44040,Line Producer,Joseph Boccia
+44040,Production Manager,Joseph Boccia
+44040,Casting Associate,Tannis Vallely
+44040,Makeup Artist,Douglas Noe
+44040,Art Direction,Nigel Churcher
+44040,Scenic Artist,Erin Leslie
+44040,Makeup Artist,Christine Hart
+44040,Property Master,Deryck Blake
+10426,Director,Marcus Raboy
+10426,Characters,DJ Pooh
+280092,Director,Leigh Whannell
+280092,Music Editor,Richard Henderson
+280092,Set Decoration,Lori Mazuer
+280092,Costume Design,Ariyela Wald-Cohain
+280092,Production Design,Jennifer Spence
+280092,Executive Producer,Steven Schneider
+280092,Executive Producer,Brian Kavanaugh-Jones
+280092,Still Photographer,Matt Kennedy
+280092,Dialogue Editor,Aleksandr Gruzdev
+280092,Makeup Artist,Emma Johnston Burton
+280092,Sound Re-Recording Mixer,Craig Mann
+280092,Set Costumer,Elizabeth Anne Hanley
+280092,Visual Effects Supervisor,James David Hattin
+280092,Construction Coordinator,Victor Anderson
+280092,Art Department Coordinator,Jennifer Stoefen
+280092,Visual Effects Coordinator,Rachel Barkow
+280092,First Assistant Camera,Harry Zimmerman
+280092,Camera Operator,Manolo Rojas
+13938,Author,Louis Venosta
+13938,Producer,Rupert Hitzig
+13938,Director,Michael Schultz
+10163,Editor,Alan Baumgarten
+10163,Director,Brett Leonard
+10163,Producer,Gimel Everett
+10163,Executive Producer,Edward Simons
+10163,Executive Producer,Clive Turner
+12182,Casting,Joseph Middleton
+12182,Producer,Paul Weitz
+12182,Editor,Myron I. Kerstein
+12182,Director of Photography,Tom Richmond
+12182,Producer,Kerry Kohansky
+12182,Director,Peter Sollett
+12182,Novel,Rachel Cohn
+12182,Screenplay,Lorene Scafaria
+12182,Executive Producer,Adam Brightman
+12182,Production Design,David Doernberg
+12182,Storyboard,Phil Langone
+1832,Original Music Composer,Howard Shore
+1832,Sound Effects Editor,Shannon Mills
+1832,Director,Kevin Smith
+1832,Editor,Scott Mosier
+1832,Producer,Scott Mosier
+1832,Production Design,Robert Holtzman
+1832,Construction Coordinator,Buster Pile
+1832,Music Director,Deborah Mannis-Gardner
+9034,Original Music Composer,Trevor Rabin
+9034,Director,Bob Dolman
+15301,Director,Steven Spielberg
+15301,Director,Joe Dante
+15301,Director,John Landis
+15301,Director,George Miller
+10135,Executive Producer,Steve Perry
+10135,Editor,Frank J. Urioste
+10135,Original Music Composer,Michael Kamen
+10135,Director,Rowdy Herrington
+10135,Executive Producer,Tim Moore
+26352,Director,Keenen Ivory Wayans
+26352,Writer,Keenen Ivory Wayans
+20616,Original Music Composer,John Debney
+20616,Director of Photography,Giles Nuttgens
+20616,Sound Re-Recording Mixer,Mark Berger
+20616,Production Design,Kalina Ivanov
+20616,Second Unit Director of Photography,Tom Priestley Jr.
+20616,Director,John Polson
+20616,Executive Producer,Fisher Stevens
+20616,Stunt Coordinator,Danny Aiello III
+20616,Stunts,David Shumbris
+20616,Original Music Composer,Louis Febre
+20616,Post-Production Manager,Patrick Esposito
+20616,First Assistant Director,Stephen Lee Davis
+20616,Key Hair Stylist,Peggy Nicholson
+20616,Orchestrator,Lolita Ritmanis
+20616,Unit Production Manager,Donna E. Bloom
+20616,Camera Operator,Chris Hayes
+20616,Electrician,Jason Velez
+20616,Co-Producer,Marcy Drogin
+20616,Production Sound Mixer,Charles R. Hunt
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+11336,Director,David Cronenberg
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+283445,Makeup Artist,Martina Sykes
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+10984,Editor,Steve Mirkovich
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+22824,Production Design,Carlos Silva Da Silva
+22824,Makeup Artist,Christina Smith
+22824,Set Decoration,Rosen Stefanov
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+9526,Director of Photography,Edward Lachman
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+9526,Radio Play,Garrison Keillor
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+39349,Director of Photography,Bojan Bazelli
+39349,Set Decoration,Kathryn Peters
+39349,Costume Design,Eduardo Castro
+39349,Director,Leon Ichaso
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+42684,Director,Colin Strause
+42684,Producer,Colin Strause
+42684,Director,Greg Strause
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+15648,Producer,Marc Platt
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+41823,Director,Spike Lee
+41823,Producer,Spike Lee
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+14729,Writer,James Keach
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+9455,Music,Carter Burwell
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+103731,Executive Producer,Tom Heller
+10090,Producer,Michael Shamberg
+10090,Producer,Stacey Sher
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+10090,Director,Ben Garant
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+164558,Director,Morgan Spurlock
+164558,Producer,Adam Milano
+164558,Producer,Ben Winston
+19905,Director,Neal Brennan
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+75900,Producer,Harvey Weinstein
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+9515,Executive Producer,Adam Merims
+9515,Director,Richard Shepard
+9515,Executive Producer,Andreas Thiesmeyer
+9515,Producer,Bryan Furst
+9515,Producer,Sean Furst
+9515,Producer,Stephen Break
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+9515,Producer,Manfred D. Heid
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+9515,Set Decoration,Patrice Laure
+27322,Director,Theodore Witcher
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+328425,Director,Joel Edgerton
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+328425,Script Supervisor,Jan McWilliams
+328425,Director of Photography,Eduard Grau
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+328425,First Assistant Camera,Chris Strauser
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+1542,Production Design,Edward T. McAvoy
+1542,Director of Photography,Tim Suhrstedt
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+9893,Art Direction,Drew Boughton
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+11507,Director,Brian De Palma
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+3472,Executive Producer,Allon Reich
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+87818,Director,Griffin Dunne
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+87818,Director,Elizabeth Banks
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+87818,Writer,Olle Sarri
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+87818,Executive Producer,Tucker Tooley
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+87818,Director,James Duffy
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+87818,Costume Design,Nancy Ceo
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+9952,Producer,Adam W. Rosen
+9952,Producer,Harry Knapp
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+82532,Director,Mark Duplass
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+1640,Screenplay,Paul Haggis
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+9613,Executive Producer,Victor Hadida
+9613,Executive Producer,Hannah Leader
+9613,Executive Producer,Charles Finch
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+68812,Producer,Ariel Vromen
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+14195,Director,John Waters
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+41479,Director,Derrick Borte
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+11546,Director,Alan Metter
+11546,Director of Photography,Ian Jones
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+283671,Director,Taedong Park
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+9685,Executive Producer,David Rubin
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+333355,Writer,Darrick Bachman
+333355,Writer,Mark Andrews
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+327833,Casting,Anne McCarthy
+327833,Producer,Craig Baumgarten
+327833,Screenplay,Dolph Lundgren
+327833,Producer,Dolph Lundgren
+327833,Story,Dolph Lundgren
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+327833,Director,Ekachai Uekrongtham
+327833,Sound Re-Recording Mixer,Bill Mellow
+327833,Supervising Producer,Mark Roper
+327833,Production Design,Ek Iemchuen
+327833,Visual Effects Producer,Andrew Karr
+327833,Thanks,Tarinee 'Aoi' Thaima
+327833,Still Photographer,Dean Buscher
+327833,Sound Designer,Devan Kraushar
+327833,Producer,Michael G Selby
+327833,Visual Effects Editor,Mohamed Abo El Fadl
+327833,Foley Editor,Ken Cade
+327833,Gaffer,Rory Soderman
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+1547,Director,Joel Schumacher
+1547,Screenplay,Janice Fischer
+1547,Screenplay,James Jeremias
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+1547,Stunts,Doc D. Charbonneau
+1547,Stunts,Chuck Picerni Jr.
+1547,Stunts,Sandy Berumen
+1547,Stunts,Pat Romano
+1547,Special Effects,Donald Elliott
+1547,Stunts,May Boss
+1547,Stunts,David Burton
+1547,Stunts,David LeBell
+1547,Special Effects,Tim Moran
+1547,Stunts,Vicky Benson
+1547,Stunts,Christopher Bowman
+1547,Stunts,Scott Dockstader
+1547,Stunts,Larry Nicholas
+1547,Stunts,Dan Plum
+25196,Producer,Robert Duvall
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+25196,Director of Photography,Barry Markowitz
+25196,Director,Scott Cooper
+25196,Producer,Scott Cooper
+25196,Music,Stephen Bruton
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+16323,Casting,Lynn Stalmaster
+16323,Director,Mark Rydell
+16323,Executive Producer,Anthony Ray
+175528,Editor,Troy Takaki
+175528,Producer,Steven J. Wolfe
+175528,Production Design,Dina Lipton
+175528,Costume Design,Maya Lieberman
+175528,Director,David E. Talbert
+175528,Still Photographer,Tony Rivetti Jr.
+175528,Gaffer,Jack English
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+175528,First Assistant Editor,Piper Kroeze
+8069,Screenplay,Terry Southern
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+71805,Original Music Composer,Patrick Doyle
+71805,Executive Producer,Nigel Wooll
+71805,Director,Nils Gaup
+71805,Screenplay,Nils Gaup
+71805,Producer,John M. Jacobsen
+71805,Screenplay,Nick Thiel
+71805,Editor,Nils Pagh Andersen
+71805,Screenplay,Bob Foss
+71805,Director of Photography,Erling Thurmann-Andersen
+71805,Associate Producer,Erik Disch
+71805,Costume Design,Lotte Dandanell
+71805,Production Design,Harald Egede-Nissen
+71805,Associate Producer,Selwyn Remington
+9451,Screenplay,Jim Taylor
+9451,Producer,Albert Berger
+9451,Screenplay,Alexander Payne
+9451,Director,Alexander Payne
+9451,Art Direction,T.K. Kirkpatrick
+9451,Director of Photography,James Glennon
+9451,Executive Producer,Van Toffler
+9451,Costume Supervisor,Rikke Rosbaek
+16727,Director of Photography,Frederick Elmes
+16727,Director,Mira Nair
+16727,Executive Producer,Yasushi Kotani
+16727,Producer,Ronnie Screwvala
+272693,Producer,Susan Cartsonis
+272693,Producer,Mary Viola
+272693,Director,Ari Sandel
+272693,Casting,Angela Demo
+272693,Costume Design,Eric Daman
+272693,Music Editor,Tom Kramer
+272693,Location Manager,John Latenser V
+272693,Book,Kody Keplinger
+272693,Executive Producer,Steven Bello
+272693,Key Hair Stylist,Kelly E. Marlow
+272693,Hair Department Head,Jennifer Johnson
+272693,Camera Operator,Jens Piotrowski
+272693,Steadicam Operator,Jens Piotrowski
+272693,Still Photographer,Guy D'Alema
+272693,Music Supervisor,Jonathan Hafter
+272693,Assistant Costume Designer,Samantha Rattner
+272693,Art Department Coordinator,Leia Verner
+272693,Set Costumer,Amy J. Smith
+272693,Additional Music,Jason Soudah
+10696,Director,Vondie Curtis-Hall
+10696,Producer,Laurence Mark
+10696,Costume Design,Joseph G. Aulisi
+10696,Co-Producer,E. Bennett Walsh
+10696,Screenplay,Kate Lanier
+150202,Director,Tom Elkins
+19644,Director,Kang Woo-Suk
+19644,Writer,Hie-jae Kim
+29963,Director,Jane Campion
+29963,Executive Producer,Christine Langan
+29963,Casting,Nina Gold
+29963,Production Design,Janet Patterson
+29963,Costume Design,Janet Patterson
+26022,Production Design,Sharmishta Roy
+26022,Director,Karan Johar
+26022,Producer,Gauri Khan
+26022,Original Music Composer,Shankar Mahadevan
+152747,Sound Designer,Steve Boeddeker
+152747,Sound Re-Recording Mixer,Steve Boeddeker
+152747,Art Direction,Marco Niro
+152747,Director of Photography,Frank G. DeMarco
+152747,Foley,Goro Koyama
+152747,Executive Producer,Cassian Elwes
+152747,Executive Producer,Kevin Turen
+152747,Director,J.C. Chandor
+152747,Executive Producer,Joshua Blum
+152747,Original Music Composer,Alex Ebert
+152747,Visual Effects Supervisor,Bob Munroe
+152747,Production Design,John P. Goldsmith
+152747,Art Department Coordinator,Sandra Zambrano
+152747,Special Effects Coordinator,Frank Iudica
+152747,Script Supervisor,Erin Feeley
+62676,Director,John Sayles
+62676,Writer,John Sayles
+20360,Director,Vipul Amrutlal Shah
+20360,Writer,Suresh Nair
+1116,Director,Ken Loach
+185008,Music,Pritam Chakraborty
+185008,Director,Ayan Mukherjee
+185008,Writer,Ayan Mukherjee
+11620,Original Music Composer,Miklós Rózsa
+11620,Director,Mervyn LeRoy
+11620,Producer,Sam Zimbalist
+11620,Director of Photography,Robert Surtees
+11620,Director of Photography,William V. Skall
+11620,Director,Anthony Mann
+11620,Screenplay,S.N. Behrman
+14353,Director,Darren Lynn Bousman
+14353,Author,Darren Smith
+11818,Director,Serdar Akar
+11818,Director,Sadullah Şentürk
+11818,Screenplay,Raci Şaşmaz
+11818,Producer,Raci Şaşmaz
+680,Director,Quentin Tarantino
+680,Screenplay,Quentin Tarantino
+680,Production Design,David Wasco
+680,Screenplay,Roger Avary
+680,Casting,Ronnie Yeskel
+680,Sound Editor,Dean Beville
+680,Casting Associate,Ruth Lambert
+680,Casting,Jeff Olan
+680,Assistant Costume Designer,Mary Claire Hannan
+680,Makeup Artist,Michelle Bühler
+680,ADR & Dubbing,Barbara Harris
+680,Gaffer,Vance Trussell
+680,Hairstylist,Linda Arnold
+680,Music Supervisor,Kathy Nelson
+680,Wigmaker,Bill Fletcher
+680,Location Manager,Haley Sweet
+11176,Executive Producer,Martin Starger
+11176,Producer,Jim Henson
+11176,Director,James Frawley
+11176,Writer,Jack Burns
+242582,Director of Photography,Robert Elswit
+242582,Sound Designer,Scott Martin Gershin
+242582,Production Design,Kevin Kavanaugh
+242582,Producer,Tony Gilroy
+242582,Casting Associate,Kara Lipson
+242582,Director,Dan Gilroy
+242582,Writer,Dan Gilroy
+242582,Unit Production Manager,Betsy Danbury
+242582,Producer,Michel Litvak
+242582,Editor,John Gilroy
+242582,Production Sound Mixer,Shawn Holden
+242582,Sound Re-Recording Mixer,Andy Koyama
+242582,Costume Design,Amy Westcott
+242582,Property Master,Mark Wallace
+242582,Music Editor,Nic Ratner
+242582,Set Decoration Buyer,Jennifer Durban
+242582,Dialogue Editor,Julie Feiner
+242582,Art Department Coordinator,Melani Petrushkin
+242582,Associate Producer,Juliana Guedes
+242582,Consulting Producer,Geno Hart
+242582,Script Supervisor,Scott Peterson
+242582,Leadman,Antonio Andraus
+242582,Visual Effects Supervisor,Connor Meechan
+242582,Gaffer,Michael Bauman
+242582,First Assistant Editor,Debra L. Tennant
+242582,Casting,Dixie Webster
+242582,Assistant Costume Designer,Caroline Quiroga
+242582,Music Supervisor,Brian Ross
+242582,Production Coordinator,Trent Hara
+11217,Local Casting,Claudia Becker
+11217,Screenplay,Jay Chandrasekhar
+11217,Director,Jay Chandrasekhar
+11217,Producer,Richard Perello
+11217,Unit Production Manager,Conrad Hool
+11217,Second Unit,Lance Hool
+11217,Casting Assistant,Kathleen Tomasik
+11217,Sound Re-Recording Mixer,Gary Gegan
+11217,Art Direction,Theresa Wachter
+11217,Set Decoration,Melo Hinojosa
+11217,Hair Department Head,Shawn McKay
+11217,Special Effects Coordinator,Laurencio Cordero
+11217,Visual Effects Supervisor,Cosmas Paul Bolger Jr.
+11217,Visual Effects Producer,Cosmas Paul Bolger Jr.
+11217,Music Supervisor,Barry Cole
+11217,First Assistant Editor,Maria Gonzales
+11217,Sculptor,Juan Jose Montemayor
+11217,Seamstress,Palla Estrada Araiz
+11217,Craft Service,Jose Manuel Ballesteros
+11217,Stunt Coordinator,Fernando Celis
+11217,Stunt Coordinator,Fernando Celis
+11217,Unit Publicist,Michael Hansen
+11217,Color Timer,Michael Hatzer
+11217,Production Coordinator,Heather Ignarro
+11217,Sound mixer,David Alvarez
+11217,3D Animator,Edward Quirk
+11217,Wardrobe Supervisor,Jaime Ortiz
+15121,Director,Robert Wise
+15121,Screenplay,Ernest Lehman
+15121,Casting,Lee Wallace
+15121,Set Decoration,Walter M. Scott
+15121,Unit Production Manager,Saul Wurtzel
+15121,Executive Producer,Peter Levathes
+2619,Director,Ron Howard
+2619,Editor,Mike Hill
+2619,Costume Design,May Routh
+2619,Screenplay,Bruce Jay Friedman
+2619,Original Music Composer,Lee Holdridge
+2619,Set Decoration,Norman Rockett
+773,Music,Mychael Danna
+773,Director,Jonathan Dayton
+773,Director,Valerie Faris
+773,Director of Photography,Tim Suhrstedt
+773,Music Editor,Joshua Winget
+773,Music Supervisor,Susan Jacobs
+773,Supervising Sound Editor,Andrew DeCristofaro
+773,Assistant Editor,Terel Gibson
+773,Makeup Artist,Angel Radefeld
+773,Foley,Diane Marshall
+773,Boom Operator,Craig Dollinger
+773,Visual Effects Producer,Joshua D. Comen
+773,Art Department Coordinator,Theresa Greene
+773,Music Supervisor,Anne Litt
+773,Transportation Coordinator,Geno Hart
+773,Camera Operator,Jeffrey Greeley
+773,Supervising Sound Editor,Stephen P. Robinson
+773,Makeup Department Head,Torsten Witte
+773,Script Supervisor,Suzanne C. Swindle
+773,Key Hair Stylist,Susan Carol Schwary
+773,Transportation Captain,Adam Pinkstaff
+773,Production Coordinator,Michyl-Shannon Quilty
+773,First Assistant Camera,Theda Cunningham
+235,Director,Rob Reiner
+235,Producer,Bruce A. Evans
+235,Director of Photography,Thomas Del Ruth
+235,Casting,Jane Jenkins
+235,Original Music Composer,Jack Nitzsche
+235,Production Design,J. Dennis Washington
+170,Original Music Composer,John Murphy
+170,Director,Danny Boyle
+170,Casting,Gail Stevens
+170,Sound Designer,Glenn Freemantle
+170,Music Editor,Lee Herrick
+170,Musical,Brian Eno
+170,Foley,Felicity Cottrell
+170,Visual Effects Editor,Will Goodchild
+170,Visual Effects Editor,Scott Winter
+170,Visual Effects Editor,Marcus Wood
+14114,Director,Chris Stokes
+10734,Editor,Ferris Webster
+10734,Casting,Wallis Nicita
+10734,Director,Don Siegel
+10734,Producer,Don Siegel
+10734,Property Master,Larry Bird
+10734,Book,J. Campbell Bruce
+10734,Production Design,Allen E. Smith
+10734,Script Supervisor,Lloyd Nelson
+10734,Transportation Co-Captain,H. William Miller
+10734,Production Manager,Lindsley Parsons Jr.
+10734,Assistant Editor,Tim Board
+10734,Makeup Artist,Joe McKinney
+10734,Camera Operator,Rick Neff
+10734,Unit Production Manager,Jack Terry
+10734,Assistant Director,Luigi Alfano
+37964,Director,Rick Famuyiwa
+28121,Screenplay,Martin Lawrence
+28121,Director,Martin Lawrence
+28121,Sound Recordist,Jack Keller
+28121,Sound Recordist,David Behle
+40807,Original Music Composer,Michael Giacchino
+40807,Art Direction,Ross Dempster
+40807,Post Production Supervisor,Nancy Kirhoffer
+40807,Director,Jonathan Levine
+40807,Co-Producer,Nicole Brown
+40807,Stunts,Ed Anders
+40807,Stunt Coordinator,Scott J. Ateah
+40807,Editor,Zene Baker
+40807,Production Design,Annie Spitz
+40807,Stunts,Owen Walstrom
+40807,Visual Effects Supervisor,Dottie Starling
+40807,Special Effects Coordinator,Jak Osmond
+40807,Rigging Gaffer,Sean Oxenbury
+40807,Assistant Editor,Michael A. Webber
+40807,Music Supervisor,Gabe Hilfer
+40807,Visual Effects Coordinator,Elbert Irving IV
+40807,Unit Production Manager,Paul Lukaitis
+40807,Assistant Director,Iris Torres
+10885,Director of Photography,Katsumi Yanagijima
+10885,Editor,Michael N. Knue
+10885,Director,Masayuki Ochiai
+10885,Executive Producer,Sonny Mallhi
+10885,Executive Producer,Gloria Fan
+225565,Casting,Susan Shopmaker
+225565,Editor,Shawn Paper
+225565,Executive Producer,Peter Schlessel
+225565,Producer,Andrew O'Connor
+225565,Director of Photography,Brandon Trost
+225565,Editor,Greg Tillman
+225565,Executive Producer,James Gibb
+225565,Director,Tom Gormican
+225565,Screenplay,Tom Gormican
+225565,Sound Effects Editor,Chris Diebold
+225565,Costume Supervisor,Aissatou Parks
+225565,Music Supervisor,Laura Katz
+225565,Executive Producer,John Friedberg
+225565,Associate Producer,Juliet Berman
+16471,Original Music Composer,Dominic Frontiere
+16471,Director,Ken Shapiro
+385736,Director of Photography,Michael Ragen
+385736,Director,Justin Tipping
+385736,Screenplay,Justin Tipping
+11971,Editor,Andrew Marcus
+11971,Director,Kenneth Branagh
+11971,Producer,David Parfitt
+11971,Assistant Editor,Michael Trent
+668,Original Music Composer,John Barry
+668,Novel,Ian Fleming
+668,Set Decoration,Peter Lamont
+668,Director,Peter R. Hunt
+11596,Director,Wes Craven
+11596,Co-Executive Producer,Sara Risher
+11596,Music Editor,Lise Richardson
+11596,Sound Effects Editor,Patrick O'Sullivan
+11596,Set Decoration,Ruby Guidara
+11596,Music Supervisor,Paul Di Franco
+11596,Sound Re-Recording Mixer,Peter Reale
+11596,Sound Effects Editor,Cindy Rabideau
+11596,Stunt Coordinator,Anthony Cecere
+14429,Director,John Schultz
+13751,Director of Photography,M. David Mullen
+13751,Original Music Composer,Aaron Zigman
+13751,Supervising Sound Editor,Roland N. Thai
+13751,Editor,Glenn Farr
+13751,Production Design,Warren Alan Young
+13751,Director,Doug Atchison
+13751,Production Supervisor,Jennifer Booth
+13751,Camera Operator,Chris Mosio
+13751,Costume Supervisor,Riki Lin Sabusawa
+13751,Sound Re-Recording Mixer,Ken S. Polk
+13751,Producer,Nancy Hult Ganis
+13751,Sound mixer,Matthew Nicolay
+9490,Producer,Dave Chappelle
+9490,Director of Photography,Steven Bernstein
+9490,Editor,Don Zimmerman
+9490,Director,Tamra Davis
+14536,Producer,Jeff Levine
+14536,Producer,Paul Brooks
+14536,Director of Photography,Chris Seager
+14536,Producer,Jonathan Shore
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+14536,Writer,Ken Rance
+1359,Casting,Suzanne Smith
+1359,Editor,Andrew Marcus
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+1359,Director of Photography,Andrzej Sekula
+1359,Director,Mary Harron
+1359,Screenplay,Mary Harron
+1359,Screenplay,Guinevere Turner
+1359,Producer,Christian Halsey Solomon
+1359,Production Design,Gideon Ponte
+1359,Set Decoration,Jeanne Develle
+1359,Assistant Costume Designer,Gersha Phillips
+1359,Co-Producer,Alessandro Camon
+1359,Casting Associate,Mark Bennett
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+1359,Executive Producer,Jeff Sackman
+1359,Still Photographer,Kerry Hayes
+1359,Set Dressing Artist,Patrick Tarr
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+1359,Dialogue Editor,Garrett Kerr
+1359,Special Effects Coordinator,Michael Kavanagh
+1359,Sound Designer,Paul Urmson
+1359,Casting Associate,Jennifer McNamara
+1359,Music Supervisor,Christopher Covert
+1359,Gaffer,Franco Tata
+1359,Script Supervisor,Dawn Sorokolit
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+1359,Boom Operator,"Mark ""Boomwallah"" McNeilly"
+1359,Music Editor,Jeff Wolpert
+9962,Producer,Gina Kwon
+9962,Author,Mike White
+9962,Editor,Jeff Betancourt
+9962,Executive Producer,Carol Baum
+9962,Director,Miguel Arteta
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+9962,Production Design,Daniel Bradford
+15049,Director,Erik Canuel
+15049,Executive Producer,François Flamand
+15049,Writer,Kevin Tierney
+15049,Writer,Leila Basen
+22821,Producer,Don Carmody
+22821,Director,Troy Duffy
+22821,Screenplay,Troy Duffy
+22821,Story,Troy Duffy
+22821,Editor,Bill DeRonde
+22821,Costume Design,Georgina Yarhi
+22821,Story,Taylor Duffy
+42819,Director,James Ivory
+42819,Novel,Peter Cameron
+209263,Casting,Jeanne McCarthy
+209263,Music Supervisor,Liza Richardson
+209263,Director of Photography,Xavier Grobet
+209263,Director,Nicole Holofcener
+209263,Art Direction,Luke Freeborn
+209263,Makeup Department Head,Karen Kawahara
+209263,Key Hair Stylist,Gloria Conrad
+209263,Costume Supervisor,Carolyn Lancet
+37735,Editorial Services,Susan Littenberg
+37735,Director,Will Gluck
+37735,Screenplay,Bert V. Royal
+37735,Production Design,Marcia Hinds
+37735,Art Department Coordinator,Carol Kiefer
+37735,Leadman,David Lombard
+37735,Key Hair Stylist,Jose Zamora
+37735,Construction Coordinator,Karen Higgins
+37735,Set Decoration,Karen Agresti
+37735,Hairstylist,Maynard Matthews
+37735,Key Hair Stylist,David Waterman
+37735,Art Department Assistant,James P. Meehan
+37735,Greensman,Jose Orozco
+37735,Art Department Assistant,C.J. Pyles
+37735,Property Master,Taylor Vaughan
+59930,Director,Matty Rich
+10873,Director,E. Elias Merhige
+10873,Screenplay,Steven Katz
+10873,Original Music Composer,Dan Jones
+51588,Production Design,Mark White
+51588,Director,Joe Nussbaum
+51588,Director of Photography,Byron Shah
+51588,Still Photographer,Richard Foreman Jr.
+51588,Hair Department Head,Solina Tabrizi
+51588,Music Supervisor,Jojo Villanueva
+51588,Set Decoration,Jennifer Lukehart
+51588,Makeup Artist,Lygia Orta
+23570,Casting,Suzanne Smith
+23570,Director,Matt Reeves
+19489,Director,Steve Rash
+14629,Director,Fina Torres
+14629,Stunts,Ashley Cusato
+8293,Director of Photography,Tony Pierce-Roberts
+8293,Director,James Ivory
+8293,Screenplay,Ruth Prawer Jhabvala
+8293,Associate Producer,Donald Rosenfeld
+291270,Director,Charlie Kaufman
+291270,Theatre Play,Charlie Kaufman
+291270,Original Music Composer,Carter Burwell
+291270,Animation,Mike Johnson
+291270,Animation,Michael Granberry
+291270,Director,Duke Johnson
+291270,Animation,Cesar Diaz Melendez
+291270,Animation,Timothy Reckart
+291270,Animation,Sarah de Gaudemar
+291270,Animation,Teresa Drilling
+291270,Animation,Rachel Larsen
+291270,Animation,Ludovic Berardo
+291270,Animation,Tyson James Dale
+291270,Animation,Sihanouk Mariona
+291270,Director of Photography,Joe Passarelli
+291270,Art Direction,John Joyce
+291270,Animation,Peggy Arel
+291270,Animation,Javan Ivey
+291270,Animation,Eileen K. Kohlhepp
+44009,Executive Producer,Tessa Ross
+44009,Costume Design,Jacqueline Durran
+44009,Set Decoration,Sophia Chowdhury
+44009,Director,Mike Leigh
+44009,Original Music Composer,Gary Yershon
+44009,Art Direction,Andrew Rothschild
+44009,Sound Re-Recording Mixer,Andy Thompson
+1958,Director,François Ozon
+13154,Editor,Steven Kemper
+13154,Production Design,Craig Stearns
+13154,First Assistant Editor,Jeff Gullo
+13154,Director,Mark L. Lester
+13154,Screenplay,Stephen Glantz
+13154,ADR Editor,Frank Sacco
+13154,Sound Effects Editor,Joseph Holsen
+13154,Makeup Artist,Michelle Vittone
+13154,Foley Editor,Karola Storr
+13154,Sound Re-Recording Mixer,Michael Jiron
+13154,Prosthetic Makeup Artist,Thomas Floutz
+13154,Producer,Martin E. Caan
+13154,Assistant Property Master,William Maccario
+13154,Special Effects,Rose Marie Echeverria
+13154,Dialogue Editor,Asher Yates
+13154,Foley,Mary Louise Rodgers
+13154,Foley Editor,Tom Scurry
+26618,Director,David Dobkin
+43923,Set Decoration,Carrie Stewart
+43923,Director,Ryan Fleck
+43923,Director,Anna Boden
+43923,Screenplay,Anna Boden
+43923,Makeup Department Head,Leo Won
+43923,Executive Producer,Peter Rawlinson
+43923,Art Direction,Michael Ahern
+43923,Stunt Coordinator,Roy Farfel
+43923,Costume Design,Kurt and Bart
+46138,Executive Producer,Christine Langan
+46138,Production Design,Andrew McAlpine
+46138,Director,Nigel Cole
+46138,Editor,Michael Parker
+46138,Writer,William Ivory
+46138,Executive Producer,Paul White
+45791,Casting,Priscilla John
+45791,Director,Anand Tucker
+45791,Original Music Composer,Barrington Pheloung
+45791,Production Design,Alice Normington
+45791,Novel,Blake Morrison
+45791,Art Direction,Lynne Huitson
+26306,Makeup Designer,Bill Corso
+26306,Director,Steve James
+26306,Writer,Steve James
+110683,Music Editor,Robin Clarke
+110683,Director of Photography,Jack Cardiff
+110683,Sound Editor,John Poyner
+110683,Director,Michael Winner
+110683,Editor,Michael Winner
+110683,Producer,Yoram Globus
+110683,Production Design,John Blezard
+110683,Associate Producer,Michael J. Kagan
+110683,Camera Operator,Neil Binney
+110683,Special Effects Supervisor,Ian Scoones
+110683,Choreographer,Madeleine Inglehearn
+110683,Special Effects Supervisor,Chris Verner
+110683,Sound Editor,Jim Roddan
+26963,Producer,Didier Brunner
+26963,Producer,Viviane Vanfleteren
+26963,Director,Tomm Moore
+26963,Director,Nora Twomey
+198277,Editor,Andrew Marcus
+198277,Director,John Carney
+198277,Writer,John Carney
+198277,Art Direction,Anne Goelz
+7870,Editor,Edward Norton
+7870,Editor,Lynzee Klingman
+7870,Director,David Jacobson
+7870,Producer,Adam Rosenfelt
+7870,Original Music Composer,Peter Salett
+13072,Director,Michael Corrente
+13072,Leadman,Ray Fisher
+153397,Director,Edward Hall
+153397,Stunts,Sian Milne
+30141,Producer,Steven Haft
+30141,Production Design,Patricia Norris
+30141,Director,Keith Gordon
+30141,Screenplay,Dennis Potter
+17044,Director,David Leland
+10288,Executive Producer,Patrick Cassavetti
+10288,Executive Producer,Daniel Iron
+10288,Director of Photography,Jan Kiesser
+10288,Director,Andrew Currie
+10288,Writer,Andrew Currie
+10288,Co-Producer,Trent Carlson
+10288,Producer,Blake Corbet
+10288,Associate Producer,Ki Wight
+10288,Writer,Dennis Heaton
+10288,Editor,Roger Mattiussi
+10288,Art Direction,Michael N. Wong
+10288,Executive Producer,Shelley Gillen
+10288,Line Producer,Erin Smith
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+44147,Director,Jonathan Lynn
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+10425,Executive Producer,Avi Lerner
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+10425,Executive Producer,Danny Dimbort
+10425,Producer,Brandon Hill
+49081,Director,Charles Binamé
+256687,Director,Keith Parmer
+220488,Producer,Zhang Ziyi
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+1544,Executive Producer,Stefan Arndt
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+29461,Director,"George Tillman, Jr."
+33542,Director,Stanley Tong
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+9388,Executive Producer,Max Levchin
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+9388,Executive Producer,John Schmidt
+9388,Executive Producer,Mark Woolway
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+24684,Director,Lone Scherfig
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+2610,Producer,Steve Martin
+2610,Director,Anand Tucker
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+11308,Director of Photography,David Watkin
+11308,Director,Tony Richardson
+11308,Screenplay,Tony Richardson
+11022,Producer,Ray Liotta
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+11022,Producer,Michelle Grace
+34341,Director,Paul Gross
+15365,Director,Charles Robert Carner
+36046,Director,Russell Holt
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+55903,Screenplay,Claude Miller
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+2577,Director,Michael Winterbottom
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+73873,Screenplay,John Banville
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+14165,Director,Siddharth Anand
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+7735,Editor,Ueli Christen
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+2074,Executive Producer,Bob Weinstein
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+39053,Director,Mark Duplass
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+12271,Director,George Hickenlooper
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+33676,Makeup Artist,Annie Maniscalco
+37080,Director,Rodrigo García
+25388,Editor,John C. Howard
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+39210,Executive Producer,Francis Ford Coppola
+39210,Director,Sofia Coppola
+39210,Writer,Sofia Coppola
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+39210,Gaffer,Chris Culliton
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+30128,Director,Bob Gosse
+31535,Director,Alex Zamm
+44835,Editor,Michael McCusker
+44835,Director of Photography,Morgan Susser
+44835,Director,Spencer Susser
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+44835,Producer,Scott Prisand
+44835,Associate Producer,Chase Mishkin
+44835,Co-Producer,Jay Franks
+44835,Co-Producer,Barry Habib
+44835,Associate Producer,Israel Wolfson
+192134,Director of Photography,Giles Nuttgens
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+192134,Director,Richard Shepard
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+1956,Editor,Gus Van Sant
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+306745,Director of Photography,Maryse Alberti
+306745,Director,Peter Sollett
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+47088,Director,Robert Pulcini
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+47088,Executive Producer,Robert Pulcini
+47088,Director of Photography,Terry Stacey
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+110402,Novel,Arkadiy Strugatskiy
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+27004,Director of Photography,Robert Primes
+27004,Director,Stephen Milburn Anderson
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+27004,Production Design,Gary Baugh
+15013,Director,Richard E. Grant
+15013,Executive Producer,Julia Blackman
+15013,Editor,Isabelle Dedieu
+15013,Line Producer,Pascal Ralite
+15013,Executive Producer,Joel Phiri
+15013,Art Direction,Ray Berman
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+15013,Costume Design,Sheena Napier
+8374,Casting,Lora Kennedy
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+8374,Director,Troy Duffy
+8374,Production Design,Robert de Vico
+8374,Set Decoration,Joyce Anne Gilstrap
+277519,Director,David Lam
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+78381,Director,Francis Ford Coppola
+78381,Story,Francis Ford Coppola
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+78381,Special Effects Coordinator,Doug E. Williams
+78381,Set Decoration,Katherine Covell
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+78381,Makeup Effects,Aurora Bergere
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+164372,Director,Vladlen Barbe
+164372,Director,Maksim Sveshnikov
+294512,Director,Richard Rich
+8879,Director,Clint Eastwood
+8879,Screenplay,Dennis Shryack
+8879,Screenplay,Michael Butler
+13001,Screenplay,Robert C. Cooper
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+13001,Producer,Allison Volk
+13001,Costume Design,Christina McQuarrie
+13001,Editor,Stein Myhrstad
+9571,Screenplay,Richard Linklater
+9571,Director,Richard Linklater
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+9571,Producer,James Jacks
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+13649,Producer,Bill Borden
+13649,Director,Kenny Ortega
+325373,Editor,Richard Comeau
+325373,Director,Kim Nguyen
+325373,Director of Photography,Nicolas Bolduc
+334527,Director,Jackie Earle Haley
+334527,Producer,Wayne Allan Rice
+334527,Director of Photography,Seamus Tierney
+334527,Makeup Artist,Alan Tuskes
+334527,Foley Editor,Maciek Malish
+334527,Costume Design,Carla Shivener
+334527,Camera Operator,Tarik Hameedi
+334527,Art Department Coordinator,Lauren Robinson
+334527,Producer,Micah Sparks
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+334527,Music Editor,Adrian Van Velson
+2211,Producer,Günter Rohrbach
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+2211,Screenplay,Rona Munro
+2211,Director of Photography,Tony Imi
+13919,Editor,William S. Scharf
+13919,Production Supervisor,Patty Long
+13919,Producer,Susanne Bohnet
+13919,Post Production Supervisor,John Portnoy
+13919,Director,Arie Posin
+13919,Producer,Lee Clay
+13919,Casting,Amy McIntyre Britt
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+13919,Set Decoration,Danielle Berman
+13919,Location Manager,Chris Baugh
+13919,Location Manager,David Diamond
+13919,Script Supervisor,Patti Dalzell
+13919,Production Coordinator,Sharon C. Dietz
+14576,Director,Damian Nieman
+82505,Casting,John Papsidera
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+82505,Director,Mark Tonderai
+82505,Sound Re-Recording Mixer,Brad Thornton
+82505,Executive Producer,Sonny Mallhi
+82505,Original Music Composer,Theo Green
+82505,Set Decoration,Garren Dunbar
+82505,Still Photographer,Albert Camicioli
+82505,Music Editor,Nathaniel Hill
+46738,Casting,Lucie Robitaille
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+46738,Stunts,Steve Lucescu
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+46738,Steadicam Operator,Denis-Noël Mostert
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+46738,Unit Production Manager,Philippe Montel
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+46738,Casting,Lara Atalla
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+46738,Foley,Simon Meilleur
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+46738,Electrician,Daniel Chrétien Jr.
+46738,Gaffer,Denis Lamothe
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+46738,Thanks,Marie Sabbah
+38970,Director,Gabriele Muccino
+41009,Writer,Mark O'Rowe
+41009,Director,Ian Fitzgibbon
+7347,Editor,Daniel Rezende
+7347,Production Design,Tulé Peak
+7347,Screenplay,José Padilha
+7347,Director,José Padilha
+7347,Producer,Marcos Prado
+7347,Original Music Composer,Pedro Bromfman
+7347,Director of Photography,Lula Carvalho
+7347,Set Designer,Tiago Marques Teixeira
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+7347,Dialogue Editor,Débora Opolski
+7347,Sound Effects Editor,Fernando Lobo
+7347,Costume Supervisor,Alex Brollo
+250546,Director,John R. Leonetti
+250546,Editor,Tom Elkins
+250546,Producer,Peter Safran
+250546,Hairstylist,Richard De Alba
+250546,Executive Producer,Hans Ritter
+250546,Location Manager,Murray Miller
+250546,Sound Designer,Joe Dzuban
+250546,Writer,Gary Dauberman
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+250546,Foley,Marilee Yorston
+250546,Studio Teachers,Geraldine Needle
+38415,Director,Rachel Perkins
+650,Director,John Singleton
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+16620,Casting,Junie Lowry-Johnson
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+16620,Producer,Bill Borden
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+25113,Production Design,Jack T. Collis
+25113,Director,Alan Alda
+25113,Writer,Alan Alda
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+11033,Editor,Gerald B. Greenberg
+11033,Casting,Vic Ramos
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+11033,Costume Design,Ann Roth
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+34723,Director,Stephen Sommers
+34723,Production Design,Richard Sherman
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+34723,Supervising Sound Editor,Fred Judkins
+34723,Script Supervisor,Sylvie Chesneau
+34723,Sound Editor,Richard Corwin
+34723,Sound Editor,Ed Bannon
+34723,Sound Editor,Ed Fassl
+34723,Color Timer,Dale E. Grahn
+34723,Executive Producer,Steve White
+9430,Editor,Stephen Mirrione
+9430,Director,Doug Liman
+9430,Producer,Mickey Liddell
+9430,Producer,Paul Rosenberg
+9430,Producer,Matt Freeman
+8998,Director of Photography,Terry Stacey
+8998,Director,Nicole Holofcener
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+8998,Original Music Composer,Deb Talan
+10514,Director,Robert Wise
+10514,Producer,Robert Wise
+10514,Production Design,Boris Leven
+10514,Director of Photography,Richard H. Kline
+10514,Costume Design,Helen Colvig
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+10496,Director,Louis Morneau
+10496,Stunt Coordinator,Kurt Bryant
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+10496,Foley,Vince Nicastro
+10496,Property Master,Angel Acosta
+10496,Construction Coordinator,Ray A. Versluys
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+10496,Script Supervisor,Delphine Slezak
+10496,Location Manager,Andrew Langton
+1591,Screenplay,Caroline Link
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+76025,Costume Design,David C. Robinson
+76025,Production Design,Judy Becker
+76025,Director,Steve McQueen
+76025,Hairstylist,Erin Hicks
+76025,Art Direction,Charles Kulsziski
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+4836,Music,Lisa Gerrard
+4836,Director,Matthew Vaughn
+4836,Director of Photography,Ben Davis
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+14631,Director,Sterling Van Wagenen
+87499,Additional Music,Harry Gregson-Williams
+87499,Hair Department Head,Gianna Sparacino
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+87499,Stunt Coordinator,William Scharpf
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+18923,Director,Michael Mayer
+26665,Music,Zbigniew Preisner
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+26665,Director,Hans Petter Moland
+26665,Art Direction,Mike Gunn
+28089,Director,Oren Moverman
+28089,Writer,Alessandro Camon
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+62255,Producer,Trevor Haysom
+62255,Director,Ian Sharp
+62255,Armorer,Gunner Ashford
+62255,Costume Design,Bob Buck
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+62255,ADR & Dubbing,Lionel Strutt
+62255,Foley,Alex Joseph
+62255,Producer,David Burns
+62255,Casting,Stu Turner
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+62255,Makeup Artist,Jayne Donaldson
+5708,Director,Anton Corbijn
+218,Director,James Cameron
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+218,Assistant Art Director,Shay Austin
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+218,Scenic Artist,Kristen McGary
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+218,First Assistant Editor,Lorna Anderson
+338,Producer,Stefan Arndt
+338,Director,Wolfgang Becker
+338,Director of Photography,Martin Kukula
+338,Steadicam Operator,Klemens Becker
+338,Gaffer,Helmut Prein
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+338,Assistant Costume Designer,Christine Seehofer
+338,Gaffer,Tommy Schulz
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+21641,Casting,Daniel Hubbard
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+21641,Executive Producer,Peter Morgan
+21641,Director,Tom Hooper
+10925,Executive Producer,Derek Gibson
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+2293,Director,Kevin Smith
+2293,Production Design,Dina Lipton
+2293,Executive Producer,Caldecot Chubb
+621,Director,Randal Kleiser
+621,Producer,Robert Stigwood
+621,Unit Production Manager,Neil A. Machlis
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+621,Production Design,Philip M. Jefferies
+621,Music Editor,June Edgerton
+621,Original Music Composer,Warren Casey
+621,Original Music Composer,Jim Jacobs
+792,Director of Photography,Robert Richardson
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+792,Casting,Bob Morones
+792,Assistant Director,H. Gordon Boos
+792,Assistant Director,Pepito Diaz
+792,Script Supervisor,Susan Malerstein
+792,Still Photographer,Ricky Francisco
+792,Production Supervisor,Ooty Moorehead
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+1777,Director,Michael Moore
+1777,Producer,Michael Moore
+1777,Writer,Michael Moore
+642,Screenplay,William Goldman
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+642,Set Decoration,Walter M. Scott
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+16619,Director,Robert Redford
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+16619,Hairstylist,Jean Burt Reilly
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+16619,Still Photographer,Marcia Reed
+1725,Director,Robert Wise
+1725,Producer,Robert Wise
+1725,Sound,Murray Spivack
+1725,Director of Photography,Daniel L. Fapp
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+1725,Other,Harold Prince
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+1725,Hairstylist,Alice Monte
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+11977,Director,Harold Ramis
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+16158,Director,Rick Famuyiwa
+16158,Producer,David Gale
+629,Director,Bryan Singer
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+629,Executive Producer,François Duplat
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+629,Makeup Department Head,Michelle Bühler
+629,Steadicam Operator,Chris Squires
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+629,Sound Re-Recording Mixer,Elliot Tyson
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+629,Post Production Supervisor,Michael Tinger
+629,Transportation Co-Captain,Joseph Aroesti
+629,Transportation Captain,Joe Cosentino
+629,Art Department Coordinator,Mark Meloccaro
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+629,Music Editor,Lia Vollack
+10160,Director,Stephen Hopkins
+10160,Director of Photography,Peter Levy
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+10160,Producer,Rupert Harvey
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+11452,Producer,Robert L. Levy
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+11452,Editor,Dennis M. Hill
+11452,Producer,Andrew Panay
+11452,Director,Walt Becker
+11452,Executive Producer,Jonathon Komack Martin
+12163,Casting,Mary Vernieu
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+12163,Director,Darren Aronofsky
+12163,Location Manager,Abi Jackson
+12163,Production Accountant,Frank Murray
+12163,Stunt Coordinator,Douglas Crosby
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+32275,Art Direction,James Basevi
+32275,Producer,David O. Selznick
+32275,Production Design,J. McMillan Johnson
+32275,Director of Photography,Lee Garmes
+32275,Sound Recordist,Richard DeWeese
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+32275,Novel,Niven Busch
+32275,Additional Photography,Charles P. Boyle
+13785,Costume Design,Monique Prudhomme
+13785,Director of Photography,Roberto Schaefer
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+13785,First Assistant Editor,Andrew Dickler
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+13785,Music Editor,Fernand Bos
+13785,Dialogue Editor,Alison Fisher
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+13785,Set Decoration,Elizabeth Patrick
+13785,Unit Production Manager,Stewart Bethune
+1103,Director,John Carpenter
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+36739,Director,Spike Lee
+36739,Producer,Spike Lee
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+14144,Director,Fred Savage
+10622,Screenplay,Fibe Ma
+10622,Director,Sammo Hung
+10622,Director of Photography,Raymond Lam
+13370,Editor,Robert Leighton
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+13370,Costume Design,Durinda Wood
+13370,Set Decoration,Dena Roth
+11191,Screenplay,Alfred Uhry
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+11191,Executive Producer,Samuel Goldwyn Jr.
+11191,Producer,Mark Levinson
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+10215,Production Design,Maria Djurkovic
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+10215,Music Editor,John Finklea
+10215,Script Supervisor,Ceri Evans
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+10215,Steadicam Operator,Alf Tramontin
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+25066,Director,Rusty Cundieff
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+1523,Casting,Jina Jay
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+1523,Producer,Charles Steel
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+11361,Screenplay,Dominique Othenin-Girard
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+11361,Producer,Ramsey Thomas
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+92591,Director,Richard Linklater
+92591,Producer,Matt Williams
+92591,Producer,David McFadzean
+92591,Producer,Liz Glotzer
+92591,Director of Photography,Dick Pope
+92591,Executive Producer,Michael Bassick
+92591,Producer,Dete Meserve
+92591,Producer,Judd Payne
+92591,Casting,Sheila Steele
+57612,Director,Jean-Jacques Mantello
+57612,Writer,Elisabeth Mantello
+12509,Director,Ed Harris
+12509,Casting,Todd M. Thaler
+12509,Costume Design,David C. Robinson
+12509,Production Design,Mark Friedberg
+12509,Producer,Fred Berner
+12509,Executive Producer,Peter Brant
+12509,Associate Producer,Candy Trabuco
+12509,Script Supervisor,Peggy Sutton
+12509,Post Production Supervisor,Julie Antonelli
+12509,Casting Associate,Jonathan Strauss
+12509,Art Direction,Teresa Mastropierro
+12509,Production Manager,Meryl Emmerton
+12509,Location Scout,Jennifer Quesenbery
+15256,Director,Risa Bramon Garcia
+15256,Producer,David Gale
+83686,Director,Brian Klugman
+83686,Producer,Jim Young
+83686,Director,Lee Sternthal
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+80304,Director,Matt Piedmont
+28053,Producer,Andy García
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+28053,Executive Producer,Michael Roban
+28053,Director of Photography,Vanja Cernjul
+28053,Director,Raymond De Felitta
+28053,Producer,Raymond De Felitta
+28053,Writer,Raymond De Felitta
+28053,Editor,David Leonard
+28053,Producer,Zachary Matz
+28053,Production Design,Franckie Diago
+28053,Co-Executive Producer,Edward Walson
+28053,Costume Design,Tere Duncan
+28053,Executive Producer,Maria Teresa Arida
+28053,Executive Producer,Milutin G. Gatsby
+28053,Co-Executive Producer,Antonio Gijon
+67913,Editor,Chris Gill
+67913,Costume Design,Eimer Ni Mhaoldomhnaigh
+67913,Production Sound Mixer,Robert Flanagan
+67913,Director,John Michael McDonagh
+67913,Producer,Flora Fernandez-Marengo
+67913,Art Direction,Lucy van Lonkhuyzen
+13991,Director,Deb Hagan
+1443,Director,Sofia Coppola
+1443,Producer,Dan Halsted
+1443,Production Design,Jasna Stefanovic
+1443,Director of Photography,Edward Lachman
+1443,Casting,Robert McGee
+8545,Co-Executive Producer,Harvey Weinstein
+8545,Director of Photography,Andy Collins
+8545,Director,Mark Herman
+8545,Theatre Play,Jim Cartwright
+8545,Producer,Elizabeth Karlsen
+8545,Co-Producer,Laurie Borg
+8545,Supervising Art Director,Jo Graysmark
+19556,Director,Zach Cregger
+19556,Screenplay,Zach Cregger
+19556,Director,Trevor Moore
+19556,Screenplay,Trevor Moore
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+231576,Casting,Avy Kaufman
+231576,Director,Zach Braff
+231576,Producer,Michael Shamberg
+231576,Director of Photography,Lawrence Sher
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+16564,Screenplay,Martin Koolhoven
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+8982,Director,Prachya Pinkaew
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+14351,Executive Producer,Frank Mancuso Jr.
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+11889,Screenplay,Richard Eyre
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+2895,Director,Robert Duvall
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+19848,Director,Ice Cube
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+256274,Casting,Tamara Hunter
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+256274,Production Controller,Brian Wensel
+235271,Director,Bille Woodruff
+235271,Production Design,Jeffrey Pratt Gordon
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+235271,Novel,Zane
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+45153,Casting,Jaki Brown
+45153,Casting,Robyn M. Mitchell
+45153,Director,Kasi Lemmons
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+45153,Executive Producer,Julie Yorn
+45153,Co-Producer,Cami Winikoff
+45153,Executive Producer,Eli Selden
+45153,Co-Executive Producer,Michael Bennett
+45153,Co-Executive Producer,Margaret Matheson
+45153,Sound Effects Editor,Steven D. Williams
+45153,Dialogue Editor,William Dotson
+284293,Director of Photography,Denis Lenoir
+284293,Director,Richard Glatzer
+284293,Director,Wash Westmoreland
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+24973,Art Direction,Lyle R. Wheeler
+24973,Director,Michael Curtiz
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+21610,Director,Bruce Malmuth
+10283,Producer,Barbara Sachs
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+8346,Producer,Tom Hanks
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+8346,Producer,Gary Goetzman
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+8346,Original Music Composer,Alexander Janko
+8346,Original Music Composer,Chris Wilson
+122081,Original Music Composer,Cliff Martinez
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+122081,Producer,Chris Hanley
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+122081,Executive Producer,Vikram Chatwal
+122081,Executive Producer,Vince Jolivette
+122081,Executive Producer,Megan Ellison
+122081,Production Design,Elliott Hostetter
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+1391,Director,Alfonso Cuarón
+1391,Producer,Jorge Vergara
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+1391,Executive Producer,David Linde
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+1391,Production Design,Marc Bèdia
+1391,Production Design,Miguel Ángel Álvarez
+747,Director,Edgar Wright
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+747,Production Design,Marcus Rowland
+747,Unit Publicist,Stacy Mann
+14745,Director,Mickey Liddell
+14745,Director of Photography,Sharone Meir
+26748,Costume Design,Shay Cunliffe
+26748,Director,John Sayles
+26748,Production Design,Dan Bishop
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+11357,Executive Producer,Moustapha Akkad
+11357,Art Direction,Roger Crandall
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+24913,Writer,Danilo Bach
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+13776,Producer,Jerry Weintraub
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+13776,Director of Photography,George Berrios
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+14854,Stunts,Kane Hodder
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+14854,Stunts,Al Jones
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+14854,Stunts,Charlie Skeen
+50357,Casting,Avy Kaufman
+50357,Production Design,Andrew Neskoromny
+50357,Post Production Supervisor,Jonathan Shore
+50357,Stunt Coordinator,James Bamford
+50357,Set Decoration,Erik Gerlund
+50357,Director,Gonzalo López-Gallego
+50357,Dialect Coach,Lisa Ann Beley
+50357,Sound Re-Recording Mixer,Bill Mellow
+50357,Casting,Jenny Jue
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+50357,Director of Photography,José David Montero
+50357,Set Decoration,Oliver Zentner
+50357,Supervising Sound Editor,Wylie Stateman
+50357,Visual Effects Supervisor,Dennis Sedov
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+50357,Sound Recordist,Jeff Wright
+50357,Visual Effects Producer,Sergei V. Kuzmin
+50357,Visual Effects Supervisor,Terry Hutcheson
+50357,Still Photographer,Diyah Pera
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+50357,Script Supervisor,Danielle de Smit
+50357,Chef,Mike McDevitt
+50357,Chef,Hamish Miller
+50357,Script Supervisor,Nancy Joy McDonald
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+50357,Post Production Supervisor,Koah Kruse
+13090,Producer,Peter Saraf
+13090,Producer,Glenn Williamson
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+192141,Costume Design,Annie Bloom
+192141,Director,John Erick Dowdle
+192141,Producer,Drew Dowdle
+192141,Editor,Elliot Greenberg
+192141,Original Music Composer,Buck Sanders
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+192141,Stunts,Damian Mavis
+192141,Foley,Gary Marullo
+192141,Foley,Tara Blume
+192141,Director of Photography,Léo Hinstin
+192141,Visual Effects Supervisor,Michael Kennedy
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+16441,Director,Don Coscarelli
+29996,Director,King Vidor
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+14834,Director,Bill Duke
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+22649,Director,Frank Borzage
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+378200,Director,Bille Woodruff
+20455,Director,Mamoru Hosoda
+20455,Director,Shigeyasu Yamauchi
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+13193,Director,Brian Dannelly
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+12484,Director,J.S. Cardone
+12484,Original Music Composer,Tim Jones
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+11959,Director of Photography,David Lewis
+9900,Writer,Allen Covert
+9900,Executive Producer,Jack Giarraputo
+9900,Production Design,Perry Andelin Blake
+9900,Producer,Nick Swardson
+9900,Writer,Nick Swardson
+9900,Executive Producer,Edward Milstein
+9900,Executive Producer,Paul Schwake
+9900,Executive Producer,Glenn S. Gainor
+9900,Director,Nicholaus Goossen
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+14662,Director,Tamara Jenkins
+14662,Writer,Tamara Jenkins
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+335,Director of Photography,Tonino Delli Colli
+335,Director,Sergio Leone
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+15745,Director,Jon Favreau
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+17431,Producer,Mark Foligno
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+21014,Director,Scott Marshall
+78394,Director,Ronan Chapalain
+78394,Director,Pascal Vuong
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+10217,Editor,Susan Shipton
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+46332,Producer,Pascal Caucheteux
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+13996,Director,Randall Miller
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+3028,Director,Jerry Belson
+3028,Screenplay,Monica Mcgowan Johnson
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+1024,Screenplay,Peter Jackson
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+343795,Director,Michael Polish
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+16148,Producer,Janet Yang
+16148,Director,Jake Kasdan
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+1415,Screenplay,Randy Barbato
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+313922,Production Design,Ryan Warren Smith \t
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+313922,Executive Producer,Gabriel Hammond
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+14474,Director,Billy Kent
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+199933,Director,James Manera
+13685,Director,Wes Anderson
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+13685,Executive Producer,Richard Sakai
+13685,Producer,Andrew Wilson
+8744,Director,Kevin Spacey
+8744,Director of Photography,Mark Plummer
+38428,Editor,A. Sreekar Prasad
+38428,Director,Feroz Abbas Khan
+8847,Director,Errol Morris
+8847,Director of Photography,Robert Chappell
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+39269,Director,Dennis Hopper
+39269,Executive Producer,Paul Lewis
+39269,Assistant Director,Jacques Hubert
+39269,Director of Photography,Marc Champion
+39269,Producer,Jean Gontier
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+46838,Director,Eli Craig
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+51384,Director,Nicholas Fackler
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+56930,Director,Richard Wallace
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+298312,Director,M. Night Shyamalan
+298312,Producer,M. Night Shyamalan
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+11600,Director,Brian De Palma
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+11600,Director of Photography,Jonathon Cliff
+71547,Director,Klaus Menzel
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+57876,Production Design,Patrick M. Sullivan Jr.
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+57876,Director,Oren Peli
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+77495,Director,Jaume Balagueró
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+13849,Camera Operator,Richard Bevan
+13849,Second Unit Cinematographer,John Watters
+13849,Gaffer,Andy McBrearty
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+14849,Screenplay,Stephen Godchaux
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+12486,Producer,David Permut
+12486,Director,Bob Saget
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+292481,Production Supervisor,Gary McCarver
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+340816,Sound Effects Editor,Charles Maynes
+340816,Director of Photography,Ty Arnold
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+78814,Editor,Charles Bornstein
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+297596,Script Supervisor,Cornelia Stefan
+297596,Costume Supervisor,Ana Maria Cucu
+297596,Visual Effects Producer,Jason Ghandi
+299552,Director,Vicky Jewson
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+299552,Producer,Rupert Whitaker
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+11935,Casting,Mike Fenton
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+11935,Script Supervisor,Marshall J. Wolins
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+11935,Special Effects,Robert Spurlock
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+113406,Director of Photography,Tom Richmond
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+290825,Director,Kevin Smith
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+290825,Director of Photography,James Laxton
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+290825,Producer,Jordan Monsanto
+361159,Producer,Benjamin Sacks
+361159,Director of Photography,Don E. FauntLeRoy
+361159,Producer,Jason Hewitt
+361159,Screenplay,Matthew Carpenter
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+12555,Director,Jiří Menzel
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+12555,Producer,Rudolf Biermann
+12555,Production Design,Milan Býcek
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+31175,Director,Fatih Akin
+12498,Screenplay,Billy Bob Thornton
+12498,Director,Billy Bob Thornton
+12498,Theatre Play,Billy Bob Thornton
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+77949,Steadicam Operator,Mike Scott
+77949,Digital Intermediate,James Clarke
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+1690,Executive Producer,Scott Spiegel
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+1690,Director of Photography,Milan Chadima
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+8435,Director,Michael Winterbottom
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+64720,Director,Jeff Nichols
+64720,Director of Photography,Adam Stone
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+11404,Director,Jeremy Brock
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+16337,Director,Tobe Hooper
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+11577,Director,Sam Peckinpah
+11577,Editor,Robert L. Wolfe
+11577,Sound,Harry W. Tetrick
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+11577,Visual Effects,Augie Lohman
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+77987,Director,Nicolas Winding Refn
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+40185,Director,Nicolas Bonilauri
+68202,Director,Gabriela Tagliavini
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+8981,Casting,Des Hamilton
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+8981,Director of Photography,Shona Auerbach
+10914,Director of Photography,Paul Sarossy
+10914,Director,Leonard Farlinger
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+10822,Director,Tom Kalin
+10844,Director,Robert Sarkies
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+9336,Director,Hugh Wilson
+9336,Production Design,Trevor Williams
+9336,Producer,Paul Maslansky
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+9336,Original Music Composer,Robert Folk
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+9336,Hairstylist,James D. Brown
+9336,Sound Re-Recording Mixer,John L. Mack
+5689,Director,Randal Kleiser
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+712,Production Design,Maggie Gray
+712,Executive Producer,Tim Bevan
+712,Screenplay,Richard Curtis
+712,Producer,Duncan Kenworthy
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+13342,Producer,Art Linson
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+13342,Casting,Don Phillips
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+10339,Director,John Huston
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+1429,Producer,Spike Lee
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+1429,Sound Effects Editor,Sean Garnhart
+1429,Sound Re-Recording Mixer,Sean Garnhart
+1429,Sound Editor,Jesse Ehredt
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+10970,Screenplay,Barry Levinson
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+8337,Director,John Carpenter
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+512,Author,Woody Allen
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+184345,Director,Michael Tiddes
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+89540,Director,Salvador Carrasco
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+86549,Director,Eldar Rapaport
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+16642,Director,Terrence Malick
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+549,Producer,Jon Kilik
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+121986,Director,Noah Baumbach
+121986,Producer,Noah Baumbach
+121986,Director of Photography,Sam Levy
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+17995,Editor,Michael R. Miller
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+246403,Director,Kevin Smith
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+670,Director,Park Chan-wook
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+35691,Director,David Nixon
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+49010,Director of Photography,Karim Hussain
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+24469,Director,Andrea Arnold
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+79940,Director,Tim Heidecker
+79940,Director,Eric Wareheim
+342,Director,Marco Kreuzpaintner
+342,Director of Photography,Daniel Gottschalk
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+342,Sound Designer,Florian Niederleithinger
+281230,Director,Michael Worth
+281230,Director,Kate Connor
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+38033,Director,Deon Taylor
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+38541,Director,Xavier Gens
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+39563,Director,Conor McPherson
+234212,Executive Producer,Harvey Weinstein
+234212,Producer,James Wan
+234212,Production Design,Deborah Riley
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+71866,Director,Tatiana von Furstenberg
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+192210,Director,Márcio Garcia
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+180296,Production Design,Mark White
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+157058,Director,Craig Moss
+70006,Writer,Chris Hauty
+70006,Director,Michael Jai White
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+176077,Director,Youssef Delara
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+260947,Director,Darin Scott
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+342502,Director,Christian Sesma
+191229,Director,Monte Hellman
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+666,Assistant Director,Kátia Lund
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+666,Executive Producer,Donald Ranvaud
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+325173,Second Unit Cinematographer,Jesse Bactat
+325173,Additional Camera,Jordan Gzesh
+351043,Director,Michael Polish
+43942,Director,Heidi Ewing
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+43942,Director,Rachel Grady
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+43942,Director,Morgan Spurlock
+43942,Writer,Morgan Spurlock
+43942,Director,Seth Gordon
+43942,Director,Alex Gibney
+43942,Writer,Alex Gibney
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+43942,Executive Producer,Damon Martin
+43942,Producer,Hilary Carr
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+10226,Screenplay,Grégory Levasseur
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+10226,Production Design,Renald Cotte Verdy
+66942,Director,Leon Ford
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+10476,Sound Effects Editor,James Azizi Penny
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+239,Music Editor,Eve Newman
+239,Stunts,Polly Burson
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+10281,Director of Photography,Paul Elliott
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+630,Screenplay,Edgar Allan Woolf
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+3034,Casting,Jane Feinberg
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+3034,Unit Production Manager,Frank Baur
+3034,Sound Editor,Don Hall
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+3034,Costume Design,Ed Wynigear
+13025,Screenplay,George A. Romero
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+21461,Director,Rajkumar Hirani
+55306,Executive Producer,Edward Saxon
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+55306,Director,Victor Nunez
+55306,Executive Producer,Valerie Thomas
+55306,Costume Design,Marilyn Wall-Asse
+55306,Director of Photography,Virgil Mirano
+17264,Producer,Tom Sternberg
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+15875,Director,John Ford
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+5900,Director,Alex van Warmerdam
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+43306,Director,Victor Fleming
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+209274,Producer,Eric Abraham
+209274,Director,Paweł Pawlikowski
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+26371,Director,James Ivory
+14137,Producer,Artie Lange
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+14137,Writer,Frank Sebastiano
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+14137,Set Decoration,Sarah Maine
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+14139,Director,Nacho Vigalondo
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+14139,Producer,Eduardo Carneros
+14139,Associate Producer,Dave Chariton
+33106,Director,Ning Hao
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+8875,Director of Photography,Toby Moore
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+9591,Director,Tom Hanks
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+181330,Executive Producer,Dave Becky
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+181330,Associate Producer,Dwayne L. Brown
+181330,Associate Producer,Kevin Columbus
+181330,Production Supervisor,David Harari
+468,Screenplay,Gus Van Sant
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+401,Line Producer,Ann Ruark
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+401,Producer,William H. Brown
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+76,Director,Richard Linklater
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+84329,Producer,Galt Niederhoffer
+84329,Executive Producer,Stefan Sonnenfeld
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+84329,Executive Producer,Tom Valerio
+84329,Executive Producer,Jeremy Bailer
+20,Director,Isabel Coixet
+20,Producer,Gordon McLennan
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+1698,Producer,Jakob Claussen
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+1698,Producer,Andrea Willson
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+45132,Director,James Gunn
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+45132,Producer,Iris Ichishita
+45132,Makeup Department Head,Rose Librizzi
+76706,Director,John Murlowski
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+254472,Editor,Dominik Kattwinkel
+254472,Producer,Benjamin Munz
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+254472,Sound Designer,Jean-Édouard Miclot
+254472,First Assistant Camera,Jochen Nünning
+332285,Producer,Natasha Lyonne
+332285,Producer,David Anselmo
+332285,Director,Danny Perez
+332285,Writer,Danny Perez
+332285,Producer,Justin Kelly
+332285,Producer,Cole Payne
+332285,Director of Photography,Rudolf Blahacek
+332285,Editor,Aden Bahadori
+49471,Director,Spike Lee
+13569,Director,Robby Henson
+7512,Director,Mike Judge
+7512,Author,Mike Judge
+7512,Producer,Mike Judge
+7512,Screenplay,Etan Cohen
+356216,Director,Zackary Adler
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+356216,Casting,Nicci Topping
+356216,Sound Designer,Si Begg
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+356216,Producer,Craig Tuohy
+356216,Gaffer,Tom Nowell
+11798,Director,Shane Meadows
+11798,Executive Producer,Kate Ogborn
+146631,Producer,Tim Major
+146631,Director,Dominic Burns
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+43546,Editor,Blanche Sewell
+43546,Director,George Sidney
+43546,Producer,Jack Cummings
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+43546,Art Direction,Merrill Pye
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+78373,Director,Tim McCanlies
+17820,Director,George Sidney
+74457,Director,Mario Van Peebles
+283384,Foley,Goro Koyama
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+283384,Director,Jason Stone
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+283384,Digital Intermediate,Dave Muscat
+283384,Producer,Lonny Dubrofsky
+283384,Director of Photography,David Robert Jones
+283384,Steadicam Operator,Iain Baird
+283384,First Assistant Editor,Robert Doyle
+283384,Picture Car Coordinator,Bill Boyd
+283384,Unit Publicist,Kim Yu
+283384,Construction Coordinator,Bill Vance
+283384,Gaffer,David Owen
+19933,Screenplay,Joe Ranft
+19933,Director,Jerry Rees
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+756,Director,David Hand
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+756,Director,William Roberts
+756,Director,Paul Satterfield
+756,Director,Hamilton Luske
+756,Director,Jim Handley
+756,Director,Ford Beebe
+756,Director,T. Hee
+756,Director,Wilfred Jackson
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+756,Sound Recordist,J.N.A. Hawkins
+433715,Director,Jaco Booyens
+9728,Editor,George Hively
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+9728,Director,Steve Miner
+9728,Author,Carol Watson
+9731,Characters,Sean S. Cunningham
+9731,Characters,Victor Miller
+9731,Executive Producer,Frank Mancuso Jr.
+9731,Director,Danny Steinmann
+9731,Writer,Danny Steinmann
+9731,Casting,Pamela Basker
+9731,Writer,David Cohen
+9916,Casting,Scot Boland
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+9916,Executive Producer,Brian Matthews
+9916,Director of Photography,Robert Seaman
+309425,Casting,Billy DaMota
+309425,Director,Jon Gunn
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+309425,Art Direction,Diana Wright
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+9517,Art Direction,Larry Clark
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+6007,Director,Petter Næss
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+8329,Director of Photography,Pablo Rosso
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+8329,Sound Designer,Xavier Mas
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+28165,Screenplay,Lloyd Kaufman
+28165,Director,Michael Herz
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+11561,Screenplay,Woody Allen
+11561,Director,Woody Allen
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+11624,Director,Woody Allen
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+8810,Director,George Miller
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+12207,Director,Liu Chia-Liang
+12207,Screenplay,Man-Ming Tong
+12207,Screenplay,Gai Chi Yuen
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+226,Producer,Christine Vachon
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+92182,Director,Chris Kentis
+92182,Director,Laura Lau
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+72213,Director,Alex Kendrick
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+55,Thanks,Carlos Cuarón
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+11023,Executive Producer,Tim Bevan
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+15186,Casting Associate,Terri Taylor
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+8885,Producer,Roman Paul
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+12901,Director,Charles Ferguson
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+14284,Director,David Sington
+57120,Director,Kelly Reichardt
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+12228,Director,Fenton Bailey
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+42889,Director,Huck Botko
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+10656,Director,Luc Besson
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+13121,Director of Photography,Wolfgang Held
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+24746,Producer,Jeffrey Falcon
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+24746,Producer,Lance Mungia
+12109,Producer,James Richardson
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+27023,Director,Hue Rhodes
+22913,Executive Producer,George Faber
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+35219,Director,Noah Buschel
+35219,Writer,Noah Buschel
+28260,Director,Brian Yuzna
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+7515,Associate Producer,Ross Alan Weinberg
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+22600,Director,Ralph Ziman
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+34335,Director,Chris Shadley
+459488,Director,Simon Napier-Bell
+11302,Screenplay,Woody Allen
+11302,Director,Woody Allen
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+20406,Director,Josh Crook
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+12602,Director,Harald Reinl
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+153795,Director,James Cox
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+299553,Director,Jerry Dugan
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+26388,Sound Designer,James Muñoz
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+49020,Executive Producer,Tessa Ross
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+49020,Executive Producer,Linda James
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+49020,Producer,Mary Burke
+49020,Producer,Ally Gipps
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+49020,Gaffer,Andy Lowe
+49020,Dialect Coach,Emma Stevens
+49020,First Assistant Director,Joe Geary
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+49020,Production Coordinator,Hannah Simpson
+159037,Camera Operator,Pierre Haberer
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+12838,Director,Jean-Marc Barr
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+157293,Writer,Tushar Hiranandani
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+14048,Music,Michael Nyman
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+356987,Director,John Laing
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+542,Producer,Claudia Becker
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+84175,Executive Producer,Paul S. Mezey
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+94329,Producer,Ario Sagantoro
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+94329,Director of Photography,Dimas Imam Subhono
+53502,Director,Matthew R. Anderson
+53502,Director,Edward Conna
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+1366,Executive In Charge Of Production,Hal W. Polaire
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+347126,Casting,Billy DaMota
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+10092,Director,Jeff Wadlow
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+10643,Director,Takao Okawara
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+46705,Executive Producer,Ryan Gosling
+46705,Producer,Alex Orlovsky
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+46705,Screenplay,Derek Cianfrance
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+546,Producer,Linda Moran
+546,Producer,Lucy Cooper
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+5722,Editor,Dick Wormell
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+1781,Thanks,John Williams
+1781,Thanks,Carl Sagan
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+7944,Director,Martin Scorsese
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+7944,Director of Photography,Stuart Dryburgh
+171424,Director,Eli Roth
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+13362,Director,Alex Gibney
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+46727,Executive Producer,Gus Van Sant
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+272724,Director,David DeCoteau
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+101179,Director,Robert Heath
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+101179,Executive Producer,Carlo Dusi
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+52462,Director,D. Stevens
+269057,Director,Jeffrey St. Jules
+287524,Director,Robert Hall
+206213,Director,Kevin King
+248402,Director,Jonathan Meyers
+29146,Director,Ralph Nelson
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+323270,Director,Joseph Graham
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+9813,Casting,Rebecca Mangieri
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+3170,Director,Samuel Armstrong
+3170,Director,William Roberts
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+3170,Supervising Animator,Ollie Johnston
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+3170,Background Designer,Tyrus Wong
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+14014,Director,Charles Herman-Wurmfeld
+15708,Director,C. Jay Cox
+15708,Author,C. Jay Cox
+146882,Director,Mariette Monpierre
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+215918,Director,Tommy Oliver
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+84200,Producer,Josh Kesselman
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+14823,Director,Paul Andrew Williams
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+343409,Director,Natalie Bible'
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+60243,Director,Asghar Farhadi
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+57294,Director,Justin Molotnikov
+11446,Director,Todd Solondz
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+47889,Director,Victor Nunez
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+25461,Producer,Robin O'Hara
+25461,Director,Peter Sollett
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+78705,Director,Jorge Gaggero
+25212,Director,Rod Lurie
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+26899,Director,Michael Burke
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+146269,Theatre Play,Wolfgang Bauer
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+292483,Executive Producer,Fredrick Johnson
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+14451,Producer,Tomas Evjen
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+14451,Makeup Effects,Per Steinar Hoftun
+14451,Makeup Effects,Ragnhild Prestholt
+14451,Makeup Effects,Gudmund Saksvik
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+10105,Producer,Lawrence Bagby
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+838,Screenplay,George Lucas
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+40862,Director,Robert Greenwald
+13158,Director,Dave Willis
+13158,Director,Matt Maiellaro
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+13158,Animation,Tae Hyun Park
+13158,Animation,Sun Jae Lee
+13158,Animation,Kyu Haw Jo
+84332,Director,Colin Trevorrow
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+376004,Producer,Mark E. Walker
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+158752,Production Design,Lawrence Kimble
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+3080,Art Direction,Van Nest Polglase
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+9459,Editor,Thelma Schoonmaker
+9459,Camera Operator,David Myers
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+11598,Director,John Landis
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+125263,Director,Scott Ziehl
+263503,Director,Richard Montoya
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+375950,Director,Thomas Lilti
+375950,Writer,Thomas Lilti
+278348,Director,Michael Walker
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+75986,Producer,Roger Corman
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+83,Director of Photography,Chris Kentis
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+14271,Producer,Barry W. Blaustein
+16653,Director,Kurt Hale
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+19844,Director,C. Jay Cox
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+24869,Director,Jamin Winans
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+24869,Director of Photography,Jeff Pointer
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+3060,Director,King Vidor
+3060,Music,William Axt
+3060,Director of Photography,John Arnold
+3060,Editor,Hugh Wynn
+173224,Director,Zoran Lisinac
+18533,Screenplay,Nicolas Winding Refn
+18533,Director,Nicolas Winding Refn
+18533,Screenplay,Brock Norman Brock
+18533,Executive Producer,Simon Fawcett
+18533,Producer,Danny Hansford
+18533,Producer,Sean Faughnan
+376010,Director,James O'Brien
+139948,Director,Tom Putnam
+139948,Director,Brenna Sanchez
+77332,Director,Jon Matthews
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+35073,Set Decoration,Edward G. Boyle
+35073,Director,Eugène Lourié
+35073,Production Design,Eugène Lourié
+35073,Co-Producer,Hal E. Chester
+35073,Visual Effects,Ray Harryhausen
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+35073,Makeup Artist,Louis Phillipi
+9659,Director,George Miller
+9659,Screenplay,George Miller
+9659,Hairstylist,Ben Taylor
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+10218,Production Manager,Eden Wurmfeld
+10218,Casting,Linda Francis
+10218,Sound Re-Recording Mixer,Larry Benjamin
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+391,Director,Sergio Leone
+391,Art Direction,Carlo Simi
+391,Production Manager,Jaime Comas Gil
+391,Producer,Giorgio Papi
+391,Director of Photography,Federico G. Larraya
+391,Editor,Alfonso Santacana
+391,Director of Photography,Massimo Dallamano
+391,Makeup Artist,Alberto Gutiérrez
+391,Set Decoration,Francisco Rodríguez Asensio
+391,Makeup Artist,José Luis Pérez
+43595,Costume Design,Edith Head
+43595,Writer,Mae West
+43595,Director,Lowell Sherman
+43595,Screenplay,Harvey F. Thew
+54897,Director,David Evans
+83588,Director,Ava DuVernay
+83588,Director of Photography,Bradford Young
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+83588,Costume Design,Stacy Beverly
+53256,Screenplay,Tom Tykwer
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+5759,Director,Mark Duplass
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+402515,Director,Livingston Oden
+402515,Director,Taylor Scott Olson
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+48035,Screenplay,Carl Theodor Dreyer
+48035,Director,Carl Theodor Dreyer
+48035,Producer,Carl Theodor Dreyer
+48035,Producer,Tage Nielsen
+48035,Editor,Edith Schlüssel
+48035,Makeup Artist,Roma Jensen
+14758,Producer,Jason Ritter
+14758,Director,Marianna Palka
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+14758,Production Manager,Jeremy Glazer
+13363,Director,Richard Schenkman
+13363,Executive Producer,Emerson Bixby
+13363,Original Music Composer,Mark Hinton Stewart
+13363,Director of Photography,Afshin Shahidi
+37985,Director,Ricki Stern
+37985,Director,Anne Sundberg
+25786,Director,Nadia Tass
+36549,Screenplay,James Kerwin
+36549,Director,James Kerwin
+361398,Director,Darren Press
+361398,Director,C. Fraser Press
+289180,Director,Rania Attieh
+289180,Director,Daniel Garcia
+288927,Screenplay,Sharon Greytak
+288927,Director,Sharon Greytak
+21334,Director,Majid Majidi
+79120,Director,Andrew Haigh
+79120,Writer,Andrew Haigh
+79120,Editor,Andrew Haigh
+27995,Production Design,Wynn Thomas
+27995,Director,Spike Lee
+27995,Writer,Spike Lee
+27995,Costume Design,John Michael Reefer
+253290,Director,Cary Bell
+344466,Original Music Composer,Vlaicu Golcea
+344466,Director,Nicolae Constantin Tanase
+55420,Director,Mike Cahill
+55420,Editor,Mike Cahill
+55420,Producer,Mike Cahill
+55420,Producer,Nicholas Shumaker
+55420,Original Music Composer,Phil Mossman
+55420,Costume Design,Aileen Alvarez-Diana
+55420,Production Sound Mixer,Michael Gassert
+55420,Sound Effects Editor,Sebastian Henshaw
+55420,Gaffer,Liang Cai
+5822,Director of Photography,Robert Maxwell
+5822,Director,Melvin Van Peebles
+408429,Director,Ken Roht
+39141,Associate Producer,Jake Abraham
+39141,Director,Gary Winick
+5723,Screenplay,John Carney
+5723,Director,John Carney
+5723,Casting,Maureen Hughes
+28666,Director,Robinson Devor
+30979,Director,Michel O. Scott
+50497,Producer,Deepak Nayar
+50497,Director,Pat Holden
+50497,Original Music Composer,Marc Canham
+50497,Production Design,Jane Levick
+50497,Editor,Gary Scullion
+354624,Director,Eric Bugbee
+354624,Writer,Eric Bugbee
+13187,Director,Bill Melendez
+335244,Director,Dena Seidel
+178862,Director,Deborah Anderson
+178862,Producer,Deborah Anderson
+178862,Cinematography,Christopher Gallo
+178862,Executive Producer,Trina Venit
+178862,Music,Damion Anderson
+178862,Editor,David Schenk
+331745,Director,Sara Newens
+331745,Director,Mina T. Son
+1779,Director,Michael Moore
+1779,Producer,Michael Moore
+1779,Author,Michael Moore
+282128,Director,Sai Varadan
+86812,Director,Zal Batmanglij
+84355,Director,Lynn Shelton
+84355,Original Music Composer,Vinny Smith
+84355,Production Design,John Lavin
+84355,Producer,Steven Schardt
+18632,Director,David Hewlett
+18632,Writer,David Hewlett
+18632,Producer,Jane Loughman
+18632,Editor,Jason Schneider
+18632,Director of Photography,Jim Menard
+18632,Original Music Composer,Tim Williams
+40652,Editor,Agnès Guillemot
+40652,Sound,René Levert
+40652,Director of Photography,Raoul Coutard
+40652,Director,Jean-Luc Godard
+40652,Sound,Antoine Bonfanti
+40652,Editor,Françoise Collin
+40652,Production Manager,Philippe Dussart
+339408,Casting,Mary Vernieu
+339408,Casting,Lisa Mae Fincannon
+339408,Director,Nate Parker
+339408,Writer,Nate Parker
+339408,Producer,Aaron L. Gilbert
+339408,Casting,Andrea Craven
+266857,Director,Nathan Smith Jones
+18925,Director,Alex Kendrick
+299245,Producer,Jason Blum
+299245,Music,Zach Lemmon
+299245,Director,Travis Cluff
+299245,Director,Chris Lofing
+299245,Producer,Dean Schnider
+985,Director of Photography,Frederick Elmes
+985,Screenplay,David Lynch
+985,Director,David Lynch
+34101,Writer,Keenen Ivory Wayans
+34101,Director,Robert Townsend
+34101,Writer,Robert Townsend
+9821,Director,Peter Chelsom
+9821,Screenplay,Rodman Philbrick
+65448,Director,Jamaa Fanaka
+18841,Director,Larry Blamire
+272726,Director,Stephen Langford
+272726,Screenplay,Stephen Langford
+175291,Writer,Trent Haaga
+175291,Director,E.L. Katz
+175291,Executive Producer,Gena Wilbur
+175291,Art Direction,Jeremy Jonathan White
+175291,Makeup Effects,Hugo Villasenor
+175291,Director of Photography,Andrew Wheeler
+80215,Director,Lisanne Pajot
+80215,Director,James Swirsky
+13538,Music Supervisor,Ian Neil
+13538,Director,Dan Reed
+13538,Production Design,Simon Bowles
+13538,Visual Effects Supervisor,Simon Frame
+51130,Director,John Reinhardt
+270554,Director,Patrick Ryan Sims
+270554,Director of Photography,Tom Wood
+270554,Makeup Department Head,Karla Alves
+270554,Makeup Artist,Mariah Kraft
+72086,Director,László Benedek
+268917,Director,Jason Miller
+64973,Director,Sut Jhally
+473,Director,Darren Aronofsky
+473,Screenplay,Sean Gullette
+473,Casting,Denise Fitzgerald
+90414,Director,Julie Davis
+111794,Director,Myles Berkowitz
+111794,Writer,Myles Berkowitz
+360188,Director,Brett Piper
+9372,Director,Morgan Spurlock
+9372,Author,Morgan Spurlock
+9372,Producer,Morgan Spurlock
+85860,Director,Brandon Trost
+85860,Director,Jason Trost
+85860,Writer,Jason Trost
+244534,Screenplay,Joe Swanberg
+244534,Director,Joe Swanberg
+244534,Producer,Joe Swanberg
+33468,Director,Joseph Green
+33468,Camera Operator,Jack Priestley
+33468,Special Effects,Byron Baer
+294086,Director,Wade Gasque
+139998,Director,Daniel Schechter
+74777,Director,Mike Flanagan
+74777,Writer,Mike Flanagan
+74777,Producer,Justin Gordon
+74777,Producer,Laura L. Little
+74777,Costume Design,Adriana Lambarri
+74777,Makeup Effects,Chris Mills III
+74777,Art Department Manager,Liz Bradley
+74777,Color Timer,Aaron Moorhead
+16388,Director,Edward Burns
+16388,Editor,Dick Fisher
+16388,Music,Seamus Egan
+159770,Writer,Evan Morgan
+159770,Director,Matt Johnson
+159770,Story,Josh Boles
+42109,Director,Bruno Barreto
+42109,Screenplay,Leopoldo Serran
+47607,Director,Lena Dunham
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+47607,Editor,Lance Edmands
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+193603,Director,Terron R. Parsons
+84659,Director,Daniel Mellitz
+84659,Writer,Daniel Mellitz
+322745,Director,Jem Cohen
+20981,Writer,H.P. Lovecraft
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+20981,Screenplay,Sean Branney
+174362,Director,Dave Carroll
+242095,Casting,Mary Vernieu
+242095,Casting,Venus Kanani
+242095,Art Direction,David Baca
+242095,Director,William Eubank
+242095,Writer,William Eubank
+242095,Producer,Brian Kavanaugh-Jones
+242095,Visual Effects Supervisor,Colin Davies
+242095,Executive Producer,Lia Buman
+242095,Writer,Carlyle Eurbank
+242095,Property Master,Joe Arnold
+242095,Art Direction,Inda Blatch-Geib
+242095,Set Decoration,Michael Flowers
+242095,Makeup Artist,Bonnie Masoner
+242095,Makeup Effects,Jacob Roanhaus
+242095,ADR & Dubbing,Rob Embrey
+242095,Animation,Jongju Lee
+242095,Visual Effects Editor,Brandon Terry
+242095,Gaffer,Walter Bithell
+242095,Set Costumer,Joella Dutchover
+242095,Leadman,Spencer Stair
+250902,Co-Producer,Andy Schmidt
+250902,Director,Patrick Meaney
+250902,Co-Producer,William Robert Webb III
+250902,Co-Producer,Chip Mosher
+158895,Director,Chad Hartigan
+158895,Co-Producer,Aaron Schnobrich
+222250,Director,Malcolm Goodwin
+18292,Director,David Gordon Green
+18292,Producer,David Gordon Green
+18292,Director of Photography,Tim Orr
+18292,Editor,Steven Gonzales
+18292,Producer,Craig Zobel
+18292,Producer,Erin Aldridge Orr
+125537,Director,Kevin Jordan
+326576,Co-Producer,David B. Craig
+326576,Director,Kirk Loudon
+326576,Editor,Kirk Loudon
+326576,Visual Effects,Kirk Loudon
+228550,Director,Travis Legge
+13963,Line Producer,Frank Marshall
+13963,Director,Martin Scorsese
+13963,Director of Photography,Jonathan T. Taplin
+13963,Executive Producer,Jonathan T. Taplin
+13963,Set Decoration,Anthony Mondell
+13963,Assistant Director,Linda McMurray
+290391,Director,Collin Joseph Neal
+290391,Set Decoration,Adam Rosand
+44770,Director,Bradley Rust Gray
+44770,Editor,Bradley Rust Gray
+44770,Producer,Karin Chien
+44770,Assistant Director,So Yong Kim
+69382,Director,Mike Bruce
+40769,Director,Andrew Bujalski
+40769,Writer,Andrew Bujalski
+220490,Director,Damir Catic
+220490,Writer,Damir Catic
+42151,Director,Ben Wheatley
+2292,Director,Kevin Smith
+2292,Screenplay,Kevin Smith
+2292,Producer,Kevin Smith
+2292,Editor,Kevin Smith
+42497,Music,Gary Goch
+42497,Music,Martin Jay Sadoff
+42497,Director,James Bidgood
+42497,Producer,James Bidgood
+33693,Director,Andrew Bujalski
+33693,Producer,Ethan Vogt
+14585,Director,Neil LaBute
+14585,Writer,Neil LaBute
+14585,Editor,Joel Plotch
+14585,Producer,Mark Archer
+185465,Director,Eric Eason
+38780,Director,Uwe Boll
+38780,Director of Photography,Mathias Neumann
+38780,Producer,Dan Clarke
+38780,Art Direction,Keli Manson
+14022,Director,Richard Linklater
+366967,Director,Joseph Mazzella
+255266,Director,Travis Legge
+17345,Director,Alex Kendrick
+17345,Story,Alex Kendrick
+17345,Executive Producer,Barry Carr
+226458,Director,Marcus Nispel
+226458,Music,Eric Allaman
+226458,Sound Designer,Keith Bilderbeck
+226458,Producer,Michael Corso
+226458,Visual Effects Supervisor,Rocco Passionino
+226458,Steadicam Operator,Christopher TJ McGuire
+226458,Stunt Coordinator,Paul Marini
+226458,Art Direction,Jared Hartley
+226458,Set Decoration,Sarah Hill Richmond
+226458,Visual Effects Supervisor,Jeffrey Edward Baksinski
+226458,Music Editor,David Bawiec
+24055,Director,Jay Duplass
+24055,Director,Mark Duplass
+287625,Director,Jim Chuchu
+44990,Screenplay,Zoe Lister-Jones
+44990,Director,Daryl Wein
+44990,Original Music Composer,Kyle Forester
+86304,Director,Jason Trost
+86304,Writer,Jason Trost
+692,Director,John Waters
+692,Editor,John Waters
+39851,Director,Olivier Assayas
+13898,Director,Jafar Panahi
+157185,Director,Ivan Kavanagh
+36095,Director,Kiyoshi Kurosawa
+182291,Director,Tadeo Garcia
+182291,Story,Tadeo Garcia
+286939,Director,Thomas L. Phillips
+124606,Director,Ash Baron-Cohen
+124606,Producer,Ladd Vance
+124606,Cinematography,David Gasperik
+14337,Director,Shane Carruth
+14337,Cinematography,Shane Carruth
+67238,Director,Neill Dela Llana
+67238,Director,Ian Gamazon
+9367,Director,Robert Rodriguez
+9367,Producer,Robert Rodriguez
+9367,Music,Chris Knudson
+9367,Music,Cecilio Rodríguez
+72766,Director,Edward Burns
+72766,Producer,William Rexer
+72766,Editor,Janet Gaynor
+231617,Director,Scott Smith
+231617,Executive Producer,Scott Smith
+126186,Director,Daniel Hsia
+25975,Executive Producer,Clark Peterson
+25975,Director,Brian Herzlinger
+25975,Director,Jon Gunn
+25975,Director,Brett Winn
diff --git a/data/cta_L_diagram.png b/data/cta_L_diagram.png
new file mode 100644
index 0000000..c072286
Binary files /dev/null and b/data/cta_L_diagram.png differ
diff --git a/data/dji.csv b/data/dji.csv
new file mode 100644
index 0000000..a83ff5a
--- /dev/null
+++ b/data/dji.csv
@@ -0,0 +1,160 @@
+date,close
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+2020-02-01,-1.045e-02
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\ No newline at end of file
diff --git a/data/employees.csv b/data/employees.csv
new file mode 100644
index 0000000..4ee34d7
--- /dev/null
+++ b/data/employees.csv
@@ -0,0 +1,9 @@
+srid,lname,fname,title,hire_date,email
+1,Adams,Andrew,General Manager,2002-08-14,andrew@chinookcorp.com
+2,Edwards,Nancy,Sales Manager,2002-05-01,nancy@chinookcorp.com
+3,Peacock,Jane,Sales Support Agent,2002-04-01,jane@chinookcorp.com
+4,Park,Margaret,Sales Support Agent,2003-05-03,margaret@chinookcorp.com
+5,Johnson,Steve,Sales Support Agent,2003-10-17,steve@chinookcorp.com
+6,Mitchell,Michael,IT Manager,2003-10-17,michael@chinookcorp.com
+7,King,Robert,IT Staff,2004-01-02,robert@chinookcorp.com
+8,Callahan,Laura,IT Staff,2004-03-04,laura@chinookcorp.com
\ No newline at end of file
diff --git a/data/financials.csv b/data/financials.csv
new file mode 100644
index 0000000..4969c7b
--- /dev/null
+++ b/data/financials.csv
@@ -0,0 +1,3230 @@
+id,budget,revenue
+19995,237000000,2.788e+09
+285,300000000,9.610e+08
+206647,245000000,8.807e+08
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diff --git a/data/food_consumption.csv b/data/food_consumption.csv
new file mode 100644
index 0000000..68dab98
--- /dev/null
+++ b/data/food_consumption.csv
@@ -0,0 +1,1431 @@
+number,Unnamed: 0,country,food_category,consumption,co2_emission
+0,1,Argentina,pork,10.51,37.20
+1,2,Argentina,poultry,38.66,41.53
+2,3,Argentina,beef,55.48,1712.00
+3,4,Argentina,lamb_goat,1.56,54.63
+4,5,Argentina,fish,4.36,6.96
+5,6,Argentina,eggs,11.39,10.46
+6,7,Argentina,dairy,195.08,277.87
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+407,408,Germany,pork,51.81,183.38
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+451,452,Spain,pork,48.92,173.15
+452,453,Spain,poultry,28.63,30.75
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+462,463,Paraguay,pork,26.24,92.88
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+473,474,New Caledonia,pork,19.90,70.44
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+484,485,South Africa,pork,4.16,14.72
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+507,508,Lithuania,poultry,26.84,28.83
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+509,510,Lithuania,lamb_goat,0.24,8.40
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+515,516,Lithuania,soybeans,0.02,0.01
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+517,518,Turkey,pork,0.01,0.04
+518,519,Turkey,poultry,18.78,20.17
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+523,524,Turkey,dairy,193.94,276.25
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+527,528,Turkey,nuts,7.97,14.11
+528,529,Estonia,pork,29.68,105.05
+529,530,Estonia,poultry,21.11,22.68
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+531,532,Estonia,lamb_goat,0.44,15.41
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+539,540,Mexico,pork,15.23,53.91
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+547,548,Mexico,rice,5.64,7.22
+548,549,Mexico,soybeans,0.02,0.01
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+550,551,Costa Rica,pork,10.28,36.39
+551,552,Costa Rica,poultry,24.47,26.29
+552,553,Costa Rica,beef,15.23,469.97
+553,554,Costa Rica,lamb_goat,0.02,0.70
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+561,562,Bolivia,pork,8.89,31.47
+562,563,Bolivia,poultry,34.31,36.86
+563,564,Bolivia,beef,19.78,610.37
+564,565,Bolivia,lamb_goat,1.72,60.23
+565,566,Bolivia,fish,2.18,3.48
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+569,570,Bolivia,rice,26.99,34.54
+570,571,Bolivia,soybeans,0.01,0.00
+571,572,Bolivia,nuts,9.16,16.21
+572,573,Ecuador,pork,14.44,51.11
+573,574,Ecuador,poultry,21.85,23.47
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+575,576,Ecuador,lamb_goat,0.44,15.41
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+583,584,Panama,pork,13.48,47.71
+584,585,Panama,poultry,30.81,33.10
+585,586,Panama,beef,20.40,629.50
+586,587,Panama,lamb_goat,0.01,0.35
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+594,595,Czech Republic,pork,41.17,145.72
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+605,606,Romania,pork,25.31,89.58
+606,607,Romania,poultry,15.38,16.52
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+616,617,Colombia,pork,6.51,23.04
+617,618,Colombia,poultry,27.57,29.62
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+627,628,Maldives,pork,1.22,4.32
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+638,639,Cyprus,pork,38.38,135.85
+639,640,Cyprus,poultry,24.45,26.26
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+649,650,Serbia,pork,32.04,113.41
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+656,657,Serbia,wheat,105.88,20.19
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+658,659,Serbia,soybeans,0.00,0.00
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+660,661,United Arab Emirates,pork,0.00,0.00
+661,662,United Arab Emirates,poultry,41.04,44.09
+662,663,United Arab Emirates,beef,5.64,174.04
+663,664,United Arab Emirates,lamb_goat,9.08,317.98
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+666,667,United Arab Emirates,dairy,132.66,188.96
+667,668,United Arab Emirates,wheat,101.29,19.32
+668,669,United Arab Emirates,rice,56.25,71.98
+669,670,United Arab Emirates,soybeans,0.08,0.04
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+671,672,Algeria,pork,0.00,0.00
+672,673,Algeria,poultry,7.42,7.97
+673,674,Algeria,beef,5.60,172.80
+674,675,Algeria,lamb_goat,7.69,269.30
+675,676,Algeria,fish,3.74,5.97
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+678,679,Algeria,wheat,185.42,35.36
+679,680,Algeria,rice,2.97,3.80
+680,681,Algeria,soybeans,0.00,0.00
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+682,683,Ukraine,pork,20.56,72.77
+683,684,Ukraine,poultry,24.23,26.03
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+685,686,Ukraine,lamb_goat,0.41,14.36
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+693,694,Pakistan,pork,0.00,0.00
+694,695,Pakistan,poultry,5.01,5.38
+695,696,Pakistan,beef,8.82,272.17
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+704,705,Swaziland,pork,2.43,8.60
+705,706,Swaziland,poultry,6.18,6.64
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+713,714,Swaziland,soybeans,0.55,0.25
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+715,716,Latvia,pork,34.96,123.74
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+718,719,Latvia,lamb_goat,0.34,11.91
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+723,724,Latvia,rice,2.21,2.83
+724,725,Latvia,soybeans,0.04,0.02
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+726,727,Bosnia and Herzegovina,pork,9.38,33.20
+727,728,Bosnia and Herzegovina,poultry,13.17,14.15
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+729,730,Bosnia and Herzegovina,lamb_goat,0.47,16.46
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+737,738,Fiji,pork,4.31,15.26
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+743,744,Fiji,dairy,40.20,57.26
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+746,747,Fiji,soybeans,0.30,0.14
+747,748,Fiji,nuts,1.30,2.30
+748,749,South Korea,pork,32.76,115.95
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+751,752,South Korea,lamb_goat,0.14,4.90
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+754,755,South Korea,dairy,29.05,41.38
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+756,757,South Korea,rice,85.18,109.00
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+759,760,Poland,pork,46.19,163.49
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+762,763,Poland,lamb_goat,0.02,0.70
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+770,771,Saudi Arabia,pork,0.00,0.00
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+772,773,Saudi Arabia,beef,6.45,199.03
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+781,782,Botswana,pork,0.74,2.62
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+787,788,Botswana,dairy,117.74,167.71
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+791,792,Botswana,nuts,1.08,1.91
+792,793,Macedonia,pork,10.35,36.63
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+798,799,Macedonia,dairy,157.93,224.96
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+803,804,Hungary,pork,34.93,123.63
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+814,815,Trinidad and Tobago,pork,8.92,31.57
+815,816,Trinidad and Tobago,poultry,58.27,62.59
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+823,824,Trinidad and Tobago,soybeans,0.04,0.02
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+825,826,Tunisia,pork,0.00,0.00
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+831,832,Tunisia,dairy,114.47,163.05
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+836,837,Egypt,pork,0.02,0.07
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+847,848,Mauritius,pork,4.08,14.44
+848,849,Mauritius,poultry,38.51,41.37
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+853,854,Mauritius,dairy,117.27,167.04
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+855,856,Mauritius,rice,45.56,58.30
+856,857,Mauritius,soybeans,0.30,0.14
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+858,859,Bulgaria,pork,26.26,92.95
+859,860,Bulgaria,poultry,20.68,22.21
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+861,862,Bulgaria,lamb_goat,1.63,57.08
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+863,864,Bulgaria,eggs,8.36,7.68
+864,865,Bulgaria,dairy,155.71,221.79
+865,866,Bulgaria,wheat,121.17,23.11
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+867,868,Bulgaria,soybeans,0.04,0.02
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+869,870,Morocco,pork,0.01,0.04
+870,871,Morocco,poultry,20.77,22.31
+871,872,Morocco,beef,8.04,248.10
+872,873,Morocco,lamb_goat,4.36,152.69
+873,874,Morocco,fish,17.44,27.85
+874,875,Morocco,eggs,6.68,6.14
+875,876,Morocco,dairy,54.68,77.89
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+878,879,Morocco,soybeans,0.00,0.00
+879,880,Morocco,nuts,3.23,5.72
+880,881,Slovakia,pork,31.78,112.49
+881,882,Slovakia,poultry,15.13,16.25
+882,883,Slovakia,beef,5.19,160.15
+883,884,Slovakia,lamb_goat,0.16,5.60
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+886,887,Slovakia,dairy,143.14,203.89
+887,888,Slovakia,wheat,123.62,23.57
+888,889,Slovakia,rice,2.88,3.69
+889,890,Slovakia,soybeans,0.02,0.01
+890,891,Slovakia,nuts,3.70,6.55
+891,892,Niger,pork,0.09,0.32
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+893,894,Niger,beef,8.97,276.80
+894,895,Niger,lamb_goat,4.17,146.03
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+896,897,Niger,eggs,0.30,0.28
+897,898,Niger,dairy,58.92,83.93
+898,899,Niger,wheat,4.79,0.91
+899,900,Niger,rice,13.17,16.85
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+902,903,Kenya,pork,0.29,1.03
+903,904,Kenya,poultry,0.47,0.50
+904,905,Kenya,beef,9.54,294.38
+905,906,Kenya,lamb_goat,1.86,65.14
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+907,908,Kenya,eggs,1.84,1.69
+908,909,Kenya,dairy,94.86,135.12
+909,910,Kenya,wheat,34.65,6.61
+910,911,Kenya,rice,12.94,16.56
+911,912,Kenya,soybeans,0.20,0.09
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+913,914,Jordan,pork,0.02,0.07
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+923,924,Jordan,nuts,3.56,6.30
+924,925,Japan,pork,20.62,72.98
+925,926,Japan,poultry,19.42,20.86
+926,927,Japan,beef,9.15,282.35
+927,928,Japan,lamb_goat,0.14,4.90
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+932,933,Japan,rice,59.85,76.59
+933,934,Japan,soybeans,7.34,3.30
+934,935,Japan,nuts,2.59,4.58
+935,936,Georgia,pork,8.93,31.61
+936,937,Georgia,poultry,12.28,13.19
+937,938,Georgia,beef,6.04,186.38
+938,939,Georgia,lamb_goat,0.63,22.06
+939,940,Georgia,fish,10.42,16.64
+940,941,Georgia,eggs,6.12,5.62
+941,942,Georgia,dairy,149.26,212.61
+942,943,Georgia,wheat,163.43,31.17
+943,944,Georgia,rice,2.64,3.38
+944,945,Georgia,soybeans,0.00,0.00
+945,946,Georgia,nuts,2.47,4.37
+946,947,Grenada,pork,11.52,40.78
+947,948,Grenada,poultry,43.51,46.74
+948,949,Grenada,beef,3.46,106.77
+949,950,Grenada,lamb_goat,1.25,43.77
+950,951,Grenada,fish,27.95,44.63
+951,952,Grenada,eggs,10.34,9.50
+952,953,Grenada,dairy,86.88,123.75
+953,954,Grenada,wheat,59.59,11.36
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+956,957,Grenada,nuts,0.18,0.32
+957,958,El Salvador,pork,3.23,11.43
+958,959,El Salvador,poultry,19.84,21.31
+959,960,El Salvador,beef,5.95,183.60
+960,961,El Salvador,lamb_goat,0.02,0.70
+961,962,El Salvador,fish,6.25,9.98
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+963,964,El Salvador,dairy,124.34,177.11
+964,965,El Salvador,wheat,28.19,5.38
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+966,967,El Salvador,soybeans,0.80,0.36
+967,968,El Salvador,nuts,1.10,1.95
+968,969,Cuba,pork,19.82,70.15
+969,970,Cuba,poultry,20.15,21.65
+970,971,Cuba,beef,6.39,197.18
+971,972,Cuba,lamb_goat,1.24,43.42
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+974,975,Cuba,dairy,99.94,142.35
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+976,977,Cuba,rice,67.70,86.64
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+979,980,China,pork,38.43,136.02
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+981,982,China,beef,5.12,157.99
+982,983,China,lamb_goat,3.13,109.61
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+985,986,China,dairy,32.66,46.52
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+989,990,China,nuts,6.39,11.31
+990,991,Honduras,pork,6.48,22.94
+991,992,Honduras,poultry,20.29,21.80
+992,993,Honduras,beef,7.19,221.87
+993,994,Honduras,lamb_goat,0.04,1.40
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+998,999,Honduras,rice,14.42,18.45
+999,1000,Honduras,soybeans,0.01,0.00
+1000,1001,Honduras,nuts,0.75,1.33
+1001,1002,Taiwan. ROC,pork,39.37,139.35
+1002,1003,Taiwan. ROC,poultry,32.13,34.51
+1003,1004,Taiwan. ROC,beef,5.21,160.77
+1004,1005,Taiwan. ROC,lamb_goat,0.92,32.22
+1005,1006,Taiwan. ROC,fish,18.29,29.20
+1006,1007,Taiwan. ROC,eggs,13.08,12.02
+1007,1008,Taiwan. ROC,dairy,41.72,59.43
+1008,1009,Taiwan. ROC,wheat,50.92,9.71
+1009,1010,Taiwan. ROC,rice,45.85,58.67
+1010,1011,Taiwan. ROC,soybeans,16.95,7.63
+1011,1012,Taiwan. ROC,nuts,9.06,16.04
+1012,1013,Angola,pork,8.89,31.47
+1013,1014,Angola,poultry,17.33,18.62
+1014,1015,Angola,beef,8.42,259.82
+1015,1016,Angola,lamb_goat,1.08,37.82
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+1017,1018,Angola,eggs,1.11,1.02
+1018,1019,Angola,dairy,12.30,17.52
+1019,1020,Angola,wheat,40.72,7.77
+1020,1021,Angola,rice,8.12,10.39
+1021,1022,Angola,soybeans,0.52,0.23
+1022,1023,Angola,nuts,2.26,4.00
+1023,1024,Jamaica,pork,3.99,14.12
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+1026,1027,Jamaica,lamb_goat,1.26,44.13
+1027,1028,Jamaica,fish,21.95,35.05
+1028,1029,Jamaica,eggs,2.27,2.09
+1029,1030,Jamaica,dairy,91.13,129.81
+1030,1031,Jamaica,wheat,70.67,13.48
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+1032,1033,Jamaica,soybeans,0.00,0.00
+1033,1034,Jamaica,nuts,1.82,3.22
+1034,1035,Namibia,pork,4.21,14.90
+1035,1036,Namibia,poultry,12.19,13.09
+1036,1037,Namibia,beef,3.75,115.72
+1037,1038,Namibia,lamb_goat,2.27,79.50
+1038,1039,Namibia,fish,10.70,17.08
+1039,1040,Namibia,eggs,1.63,1.50
+1040,1041,Namibia,dairy,73.05,104.05
+1041,1042,Namibia,wheat,36.26,6.91
+1042,1043,Namibia,rice,6.31,8.07
+1043,1044,Namibia,soybeans,0.07,0.03
+1044,1045,Namibia,nuts,0.71,1.26
+1045,1046,Belize,pork,16.80,59.46
+1046,1047,Belize,poultry,28.31,30.41
+1047,1048,Belize,beef,4.86,149.97
+1048,1049,Belize,lamb_goat,0.14,4.90
+1049,1050,Belize,fish,7.57,12.09
+1050,1051,Belize,eggs,4.85,4.46
+1051,1052,Belize,dairy,80.30,114.38
+1052,1053,Belize,wheat,54.06,10.31
+1053,1054,Belize,rice,28.42,36.37
+1054,1055,Belize,soybeans,1.88,0.85
+1055,1056,Belize,nuts,5.58,9.88
+1056,1057,Malaysia,pork,7.76,27.47
+1057,1058,Malaysia,poultry,41.01,44.05
+1058,1059,Malaysia,beef,6.52,201.19
+1059,1060,Malaysia,lamb_goat,0.94,32.92
+1060,1061,Malaysia,fish,49.43,78.92
+1061,1062,Malaysia,eggs,16.57,15.22
+1062,1063,Malaysia,dairy,25.28,36.01
+1063,1064,Malaysia,wheat,51.04,9.73
+1064,1065,Malaysia,rice,81.25,103.98
+1065,1066,Malaysia,soybeans,0.04,0.02
+1066,1067,Malaysia,nuts,2.90,5.13
+1067,1068,Zimbabwe,pork,2.65,9.38
+1068,1069,Zimbabwe,poultry,4.97,5.34
+1069,1070,Zimbabwe,beef,7.37,227.42
+1070,1071,Zimbabwe,lamb_goat,0.96,33.62
+1071,1072,Zimbabwe,fish,2.80,4.47
+1072,1073,Zimbabwe,eggs,1.75,1.61
+1073,1074,Zimbabwe,dairy,31.90,45.44
+1074,1075,Zimbabwe,wheat,31.31,5.97
+1075,1076,Zimbabwe,rice,10.09,12.91
+1076,1077,Zimbabwe,soybeans,0.54,0.24
+1077,1078,Zimbabwe,nuts,2.22,3.93
+1078,1079,Guatemala,pork,4.85,17.17
+1079,1080,Guatemala,poultry,16.45,17.67
+1080,1081,Guatemala,beef,5.60,172.80
+1081,1082,Guatemala,lamb_goat,0.23,8.05
+1082,1083,Guatemala,fish,1.08,1.72
+1083,1084,Guatemala,eggs,14.61,13.42
+1084,1085,Guatemala,dairy,46.60,66.38
+1085,1086,Guatemala,wheat,35.90,6.85
+1086,1087,Guatemala,rice,5.66,7.24
+1087,1088,Guatemala,soybeans,0.32,0.14
+1088,1089,Guatemala,nuts,2.00,3.54
+1089,1090,Uganda,pork,3.37,11.93
+1090,1091,Uganda,poultry,1.51,1.62
+1091,1092,Uganda,beef,5.15,158.92
+1092,1093,Uganda,lamb_goat,1.25,43.77
+1093,1094,Uganda,fish,12.50,19.96
+1094,1095,Uganda,eggs,0.97,0.89
+1095,1096,Uganda,dairy,37.27,53.09
+1096,1097,Uganda,wheat,10.14,1.93
+1097,1098,Uganda,rice,4.64,5.94
+1098,1099,Uganda,soybeans,0.01,0.00
+1099,1100,Uganda,nuts,3.77,6.67
+1100,1101,Nepal,pork,0.67,2.37
+1101,1102,Nepal,poultry,1.56,1.68
+1102,1103,Nepal,beef,7.89,243.47
+1103,1104,Nepal,lamb_goat,2.10,73.54
+1104,1105,Nepal,fish,2.17,3.46
+1105,1106,Nepal,eggs,1.42,1.30
+1106,1107,Nepal,dairy,52.10,74.21
+1107,1108,Nepal,wheat,50.46,9.62
+1108,1109,Nepal,rice,87.75,112.29
+1109,1110,Nepal,soybeans,0.01,0.00
+1110,1111,Nepal,nuts,2.42,4.28
+1111,1112,Iran,pork,0.00,0.00
+1112,1113,Iran,poultry,25.38,27.26
+1113,1114,Iran,beef,3.58,110.47
+1114,1115,Iran,lamb_goat,3.69,129.22
+1115,1116,Iran,fish,9.80,15.65
+1116,1117,Iran,eggs,7.70,7.07
+1117,1118,Iran,dairy,46.69,66.51
+1118,1119,Iran,wheat,153.31,29.24
+1119,1120,Iran,rice,29.95,38.33
+1120,1121,Iran,soybeans,0.00,0.00
+1121,1122,Iran,nuts,12.16,21.52
+1122,1123,Tanzania,pork,0.32,1.13
+1123,1124,Tanzania,poultry,1.84,1.98
+1124,1125,Tanzania,beef,6.09,187.92
+1125,1126,Tanzania,lamb_goat,1.28,44.83
+1126,1127,Tanzania,fish,5.50,8.78
+1127,1128,Tanzania,eggs,0.58,0.53
+1128,1129,Tanzania,dairy,40.29,57.39
+1129,1130,Tanzania,wheat,15.94,3.04
+1130,1131,Tanzania,rice,21.01,26.89
+1131,1132,Tanzania,soybeans,0.04,0.02
+1132,1133,Tanzania,nuts,5.94,10.51
+1133,1134,Senegal,pork,0.94,3.33
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+1135,1136,Senegal,beef,5.85,180.52
+1136,1137,Senegal,lamb_goat,3.19,111.71
+1137,1138,Senegal,fish,22.94,36.63
+1138,1139,Senegal,eggs,1.63,1.50
+1139,1140,Senegal,dairy,16.86,24.02
+1140,1141,Senegal,wheat,37.32,7.12
+1141,1142,Senegal,rice,72.29,92.51
+1142,1143,Senegal,soybeans,0.00,0.00
+1143,1144,Senegal,nuts,4.03,7.13
+1144,1145,Peru,pork,3.85,13.63
+1145,1146,Peru,poultry,11.72,12.59
+1146,1147,Peru,beef,4.69,144.72
+1147,1148,Peru,lamb_goat,1.00,35.02
+1148,1149,Peru,fish,15.74,25.13
+1149,1150,Peru,eggs,8.76,8.05
+1150,1151,Peru,dairy,62.15,88.53
+1151,1152,Peru,wheat,56.12,10.70
+1152,1153,Peru,rice,48.92,62.60
+1153,1154,Peru,soybeans,1.59,0.72
+1154,1155,Peru,nuts,0.65,1.15
+1155,1156,Nicaragua,pork,3.38,11.96
+1156,1157,Nicaragua,poultry,21.31,22.89
+1157,1158,Nicaragua,beef,4.73,145.96
+1158,1159,Nicaragua,lamb_goat,0.01,0.35
+1159,1160,Nicaragua,fish,3.59,5.73
+1160,1161,Nicaragua,eggs,4.90,4.50
+1161,1162,Nicaragua,dairy,85.16,121.30
+1162,1163,Nicaragua,wheat,28.17,5.37
+1163,1164,Nicaragua,rice,43.33,55.45
+1164,1165,Nicaragua,soybeans,0.01,0.00
+1165,1166,Nicaragua,nuts,2.36,4.18
+1166,1167,Vietnam,pork,35.00,123.88
+1167,1168,Vietnam,poultry,12.36,13.28
+1168,1169,Vietnam,beef,7.44,229.58
+1169,1170,Vietnam,lamb_goat,0.14,4.90
+1170,1171,Vietnam,fish,26.52,42.34
+1171,1172,Vietnam,eggs,3.84,3.53
+1172,1173,Vietnam,dairy,16.36,23.30
+1173,1174,Vietnam,wheat,10.49,2.00
+1174,1175,Vietnam,rice,144.56,184.99
+1175,1176,Vietnam,soybeans,5.75,2.59
+1176,1177,Vietnam,nuts,6.28,11.12
+1177,1178,Ethiopia,pork,0.02,0.07
+1178,1179,Ethiopia,poultry,0.66,0.71
+1179,1180,Ethiopia,beef,3.61,111.40
+1180,1181,Ethiopia,lamb_goat,1.57,54.98
+1181,1182,Ethiopia,fish,0.24,0.38
+1182,1183,Ethiopia,eggs,0.36,0.33
+1183,1184,Ethiopia,dairy,44.14,62.87
+1184,1185,Ethiopia,wheat,31.26,5.96
+1185,1186,Ethiopia,rice,2.25,2.88
+1186,1187,Ethiopia,soybeans,0.45,0.20
+1187,1188,Ethiopia,nuts,1.21,2.14
+1188,1189,Myanmar,pork,11.31,40.03
+1189,1190,Myanmar,poultry,21.87,23.49
+1190,1191,Myanmar,beef,4.94,152.44
+1191,1192,Myanmar,lamb_goat,0.89,31.17
+1192,1193,Myanmar,fish,54.26,86.64
+1193,1194,Myanmar,eggs,6.45,5.92
+1194,1195,Myanmar,dairy,31.48,44.84
+1195,1196,Myanmar,wheat,6.22,1.19
+1196,1197,Myanmar,rice,132.80,169.94
+1197,1198,Myanmar,soybeans,0.38,0.17
+1198,1199,Myanmar,nuts,4.50,7.97
+1199,1200,Congo,pork,2.39,8.46
+1200,1201,Congo,poultry,13.02,13.99
+1201,1202,Congo,beef,4.35,134.23
+1202,1203,Congo,lamb_goat,0.40,14.01
+1203,1204,Congo,fish,26.22,41.86
+1204,1205,Congo,eggs,0.60,0.55
+1205,1206,Congo,dairy,10.69,15.23
+1206,1207,Congo,wheat,40.07,7.64
+1207,1208,Congo,rice,16.51,21.13
+1208,1209,Congo,soybeans,0.00,0.00
+1209,1210,Congo,nuts,3.08,5.45
+1210,1211,Zambia,pork,1.66,5.88
+1211,1212,Zambia,poultry,3.29,3.53
+1212,1213,Zambia,beef,4.76,146.88
+1213,1214,Zambia,lamb_goat,0.68,23.81
+1214,1215,Zambia,fish,6.20,9.90
+1215,1216,Zambia,eggs,3.32,3.05
+1216,1217,Zambia,dairy,9.71,13.83
+1217,1218,Zambia,wheat,12.10,2.31
+1218,1219,Zambia,rice,3.05,3.90
+1219,1220,Zambia,soybeans,7.30,3.29
+1220,1221,Zambia,nuts,5.04,8.92
+1221,1222,Cameroon,pork,1.47,5.20
+1222,1223,Cameroon,poultry,3.29,3.53
+1223,1224,Cameroon,beef,4.17,128.68
+1224,1225,Cameroon,lamb_goat,1.40,49.03
+1225,1226,Cameroon,fish,14.71,23.49
+1226,1227,Cameroon,eggs,0.40,0.37
+1227,1228,Cameroon,dairy,15.27,21.75
+1228,1229,Cameroon,wheat,22.60,4.31
+1229,1230,Cameroon,rice,23.85,30.52
+1230,1231,Cameroon,soybeans,0.64,0.29
+1231,1232,Cameroon,nuts,9.29,16.44
+1232,1233,Madagascar,pork,2.56,9.06
+1233,1234,Madagascar,poultry,3.14,3.37
+1234,1235,Madagascar,beef,7.51,231.74
+1235,1236,Madagascar,lamb_goat,0.57,19.96
+1236,1237,Madagascar,fish,4.41,7.04
+1237,1238,Madagascar,eggs,0.71,0.65
+1238,1239,Madagascar,dairy,24.84,35.38
+1239,1240,Madagascar,wheat,9.01,1.72
+1240,1241,Madagascar,rice,102.53,131.21
+1241,1242,Madagascar,soybeans,0.00,0.00
+1242,1243,Madagascar,nuts,0.35,0.62
+1243,1244,Malawi,pork,5.45,19.29
+1244,1245,Malawi,poultry,1.38,1.48
+1245,1246,Malawi,beef,2.35,72.52
+1246,1247,Malawi,lamb_goat,2.07,72.49
+1247,1248,Malawi,fish,7.33,11.70
+1248,1249,Malawi,eggs,1.08,0.99
+1249,1250,Malawi,dairy,7.98,11.37
+1250,1251,Malawi,wheat,11.77,2.24
+1251,1252,Malawi,rice,4.75,6.08
+1252,1253,Malawi,soybeans,1.76,0.79
+1253,1254,Malawi,nuts,5.08,8.99
+1254,1255,Guinea,pork,0.16,0.57
+1255,1256,Guinea,poultry,1.83,1.97
+1256,1257,Guinea,beef,6.26,193.17
+1257,1258,Guinea,lamb_goat,1.60,56.03
+1258,1259,Guinea,fish,9.18,14.66
+1259,1260,Guinea,eggs,1.95,1.79
+1260,1261,Guinea,dairy,20.62,29.37
+1261,1262,Guinea,wheat,18.55,3.54
+1262,1263,Guinea,rice,97.12,124.28
+1263,1264,Guinea,soybeans,0.00,0.00
+1264,1265,Guinea,nuts,4.14,7.33
+1265,1266,Nigeria,pork,1.47,5.20
+1266,1267,Nigeria,poultry,1.73,1.86
+1267,1268,Nigeria,beef,2.33,71.90
+1268,1269,Nigeria,lamb_goat,2.72,95.25
+1269,1270,Nigeria,fish,16.03,25.59
+1270,1271,Nigeria,eggs,3.46,3.18
+1271,1272,Nigeria,dairy,7.91,11.27
+1272,1273,Nigeria,wheat,20.82,3.97
+1273,1274,Nigeria,rice,28.23,36.13
+1274,1275,Nigeria,soybeans,2.60,1.17
+1275,1276,Nigeria,nuts,6.93,12.27
+1276,1277,Rwanda,pork,0.76,2.69
+1277,1278,Rwanda,poultry,1.34,1.44
+1278,1279,Rwanda,beef,2.53,78.07
+1279,1280,Rwanda,lamb_goat,1.93,67.59
+1280,1281,Rwanda,fish,3.88,6.20
+1281,1282,Rwanda,eggs,0.16,0.15
+1282,1283,Rwanda,dairy,7.23,10.30
+1283,1284,Rwanda,wheat,11.34,2.16
+1284,1285,Rwanda,rice,8.70,11.13
+1285,1286,Rwanda,soybeans,1.93,0.87
+1286,1287,Rwanda,nuts,0.58,1.03
+1287,1288,Philippines,pork,18.40,65.13
+1288,1289,Philippines,poultry,11.91,12.79
+1289,1290,Philippines,beef,4.06,125.28
+1290,1291,Philippines,lamb_goat,0.56,19.61
+1291,1292,Philippines,fish,28.51,45.52
+1292,1293,Philippines,eggs,4.02,3.69
+1293,1294,Philippines,dairy,15.66,22.31
+1294,1295,Philippines,wheat,23.12,4.41
+1295,1296,Philippines,rice,119.44,152.85
+1296,1297,Philippines,soybeans,0.03,0.01
+1297,1298,Philippines,nuts,2.08,3.68
+1298,1299,Ghana,pork,1.36,4.81
+1299,1300,Ghana,poultry,8.63,9.27
+1300,1301,Ghana,beef,1.09,33.64
+1301,1302,Ghana,lamb_goat,1.74,60.93
+1302,1303,Ghana,fish,26.05,41.59
+1303,1304,Ghana,eggs,1.21,1.11
+1304,1305,Ghana,dairy,9.08,12.93
+1305,1306,Ghana,wheat,14.45,2.76
+1306,1307,Ghana,rice,32.03,40.99
+1307,1308,Ghana,soybeans,0.01,0.00
+1308,1309,Ghana,nuts,5.56,9.84
+1309,1310,Togo,pork,1.57,5.56
+1310,1311,Togo,poultry,6.63,7.12
+1311,1312,Togo,beef,1.53,47.21
+1312,1313,Togo,lamb_goat,1.58,55.33
+1313,1314,Togo,fish,11.69,18.67
+1314,1315,Togo,eggs,0.86,0.79
+1315,1316,Togo,dairy,7.96,11.34
+1316,1317,Togo,wheat,12.91,2.46
+1317,1318,Togo,rice,25.99,33.26
+1318,1319,Togo,soybeans,0.01,0.00
+1319,1320,Togo,nuts,3.59,6.35
+1320,1321,Gambia,pork,0.18,0.64
+1321,1322,Gambia,poultry,2.66,2.86
+1322,1323,Gambia,beef,2.16,66.65
+1323,1324,Gambia,lamb_goat,0.71,24.86
+1324,1325,Gambia,fish,23.13,36.93
+1325,1326,Gambia,eggs,0.99,0.91
+1326,1327,Gambia,dairy,45.71,65.11
+1327,1328,Gambia,wheat,37.91,7.23
+1328,1329,Gambia,rice,61.84,79.14
+1329,1330,Gambia,soybeans,0.00,0.00
+1330,1331,Gambia,nuts,5.27,9.33
+1331,1332,India,pork,0.28,0.99
+1332,1333,India,poultry,1.88,2.02
+1333,1334,India,beef,0.81,24.99
+1334,1335,India,lamb_goat,0.58,20.31
+1335,1336,India,fish,4.71,7.52
+1336,1337,India,eggs,2.58,2.37
+1337,1338,India,dairy,84.50,120.36
+1338,1339,India,wheat,60.56,11.55
+1339,1340,India,rice,69.49,88.93
+1340,1341,India,soybeans,0.39,0.18
+1341,1342,India,nuts,1.92,3.40
+1342,1343,Thailand,pork,13.00,46.01
+1343,1344,Thailand,poultry,13.69,14.71
+1344,1345,Thailand,beef,2.56,79.00
+1345,1346,Thailand,lamb_goat,0.05,1.75
+1346,1347,Thailand,fish,19.45,31.06
+1347,1348,Thailand,eggs,12.35,11.34
+1348,1349,Thailand,dairy,29.35,41.81
+1349,1350,Thailand,wheat,10.93,2.08
+1350,1351,Thailand,rice,114.57,146.62
+1351,1352,Thailand,soybeans,2.13,0.96
+1352,1353,Thailand,nuts,1.50,2.66
+1353,1354,Mozambique,pork,5.13,18.16
+1354,1355,Mozambique,poultry,1.41,1.51
+1355,1356,Mozambique,beef,1.04,32.09
+1356,1357,Mozambique,lamb_goat,0.90,31.52
+1357,1358,Mozambique,fish,7.74,12.36
+1358,1359,Mozambique,eggs,1.70,1.56
+1359,1360,Mozambique,dairy,4.79,6.82
+1360,1361,Mozambique,wheat,14.65,2.79
+1361,1362,Mozambique,rice,23.41,29.96
+1362,1363,Mozambique,soybeans,0.03,0.01
+1363,1364,Mozambique,nuts,2.61,4.62
+1364,1365,Cambodia,pork,6.52,23.08
+1365,1366,Cambodia,poultry,1.84,1.98
+1366,1367,Cambodia,beef,4.85,149.66
+1367,1368,Cambodia,lamb_goat,0.00,0.00
+1368,1369,Cambodia,fish,39.59,63.21
+1369,1370,Cambodia,eggs,1.37,1.26
+1370,1371,Cambodia,dairy,3.47,4.94
+1371,1372,Cambodia,wheat,2.74,0.52
+1372,1373,Cambodia,rice,159.10,203.60
+1373,1374,Cambodia,soybeans,4.33,1.95
+1374,1375,Cambodia,nuts,1.25,2.21
+1375,1376,Sierra Leone,pork,1.22,4.32
+1376,1377,Sierra Leone,poultry,4.97,5.34
+1377,1378,Sierra Leone,beef,1.99,61.41
+1378,1379,Sierra Leone,lamb_goat,0.65,22.76
+1379,1380,Sierra Leone,fish,32.03,51.14
+1380,1381,Sierra Leone,eggs,1.92,1.76
+1381,1382,Sierra Leone,dairy,7.00,9.97
+1382,1383,Sierra Leone,wheat,8.72,1.66
+1383,1384,Sierra Leone,rice,103.30,132.19
+1384,1385,Sierra Leone,soybeans,0.00,0.00
+1385,1386,Sierra Leone,nuts,5.57,9.86
+1386,1387,Sri Lanka,pork,0.05,0.18
+1387,1388,Sri Lanka,poultry,4.96,5.33
+1388,1389,Sri Lanka,beef,1.38,42.58
+1389,1390,Sri Lanka,lamb_goat,0.09,3.15
+1390,1391,Sri Lanka,fish,24.92,39.79
+1391,1392,Sri Lanka,eggs,4.57,4.20
+1392,1393,Sri Lanka,dairy,34.98,49.83
+1393,1394,Sri Lanka,wheat,37.01,7.06
+1394,1395,Sri Lanka,rice,109.72,140.41
+1395,1396,Sri Lanka,soybeans,0.00,0.00
+1396,1397,Sri Lanka,nuts,1.09,1.93
+1397,1398,Indonesia,pork,2.98,10.55
+1398,1399,Indonesia,poultry,7.50,8.06
+1399,1400,Indonesia,beef,2.59,79.92
+1400,1401,Indonesia,lamb_goat,0.46,16.11
+1401,1402,Indonesia,fish,25.65,40.95
+1402,1403,Indonesia,eggs,4.88,4.48
+1403,1404,Indonesia,dairy,14.82,21.11
+1404,1405,Indonesia,wheat,25.45,4.85
+1405,1406,Indonesia,rice,134.62,172.27
+1406,1407,Indonesia,soybeans,1.12,0.50
+1407,1408,Indonesia,nuts,4.92,8.71
+1408,1409,Liberia,pork,4.01,14.19
+1409,1410,Liberia,poultry,8.91,9.57
+1410,1411,Liberia,beef,0.78,24.07
+1411,1412,Liberia,lamb_goat,0.48,16.81
+1412,1413,Liberia,fish,4.13,6.59
+1413,1414,Liberia,eggs,2.05,1.88
+1414,1415,Liberia,dairy,3.04,4.33
+1415,1416,Liberia,wheat,10.95,2.09
+1416,1417,Liberia,rice,94.75,121.25
+1417,1418,Liberia,soybeans,0.63,0.28
+1418,1419,Liberia,nuts,1.31,2.32
+1419,1420,Bangladesh,pork,0.00,0.00
+1420,1421,Bangladesh,poultry,1.40,1.50
+1421,1422,Bangladesh,beef,1.28,39.50
+1422,1423,Bangladesh,lamb_goat,1.33,46.58
+1423,1424,Bangladesh,fish,18.07,28.85
+1424,1425,Bangladesh,eggs,2.08,1.91
+1425,1426,Bangladesh,dairy,21.91,31.21
+1426,1427,Bangladesh,wheat,17.47,3.33
+1427,1428,Bangladesh,rice,171.73,219.76
+1428,1429,Bangladesh,soybeans,0.61,0.27
+1429,1430,Bangladesh,nuts,0.72,1.27
diff --git a/data/gdp.csv b/data/gdp.csv
new file mode 100644
index 0000000..5fa6be5
--- /dev/null
+++ b/data/gdp.csv
@@ -0,0 +1,11 @@
+country code,year,gdp
+USA,2010,1.499e+13
+USA,2011,1.554e+13
+USA,2012,1.620e+13
+USA,2012,1.620e+13
+USA,2013,1.678e+13
+USA,2014,1.752e+13
+USA,2015,1.822e+13
+USA,2016,1.871e+13
+USA,2017,1.949e+13
+USA,2018,2.049e+13
\ No newline at end of file
diff --git a/data/gdp_pop.csv b/data/gdp_pop.csv
new file mode 100644
index 0000000..1a6fdfd
--- /dev/null
+++ b/data/gdp_pop.csv
@@ -0,0 +1,33 @@
+date,country,gdp,series_code
+1990-01-01,Australia,158051.132,NYGDPMKTPSAKD
+1990-04-01,Australia,158263.582,NYGDPMKTPSAKD
+1990-07-01,Australia,157329.279,NYGDPMKTPSAKD
+1990-09-01,Australia,158240.678,NYGDPMKTPSAKD
+1991-01-01,Australia,156195.954,NYGDPMKTPSAKD
+1991-04-01,Australia,155989.033,NYGDPMKTPSAKD
+1991-07-01,Australia,156635.858,NYGDPMKTPSAKD
+1991-09-01,Australia,156744.057,NYGDPMKTPSAKD
+1992-01-01,Australia,157916.081,NYGDPMKTPSAKD
+1992-04-01,Australia,159047.827,NYGDPMKTPSAKD
+1992-07-01,Australia,160658.176,NYGDPMKTPSAKD
+1992-09-01,Australia,163960.221,NYGDPMKTPSAKD
+1993-01-01,Australia,165097.495,NYGDPMKTPSAKD
+1993-04-01,Australia,166027.059,NYGDPMKTPSAKD
+1993-07-01,Australia,166203.179,NYGDPMKTPSAKD
+1993-09-01,Australia,169279.348,NYGDPMKTPSAKD
+1990-01-01,Sweden,79837.846,NYGDPMKTPSAKD
+1990-04-01,Sweden,80582.286,NYGDPMKTPSAKD
+1990-07-01,Sweden,79974.360,NYGDPMKTPSAKD
+1990-09-01,Sweden,80106.497,NYGDPMKTPSAKD
+1991-01-01,Sweden,79524.242,NYGDPMKTPSAKD
+1991-04-01,Sweden,79073.059,NYGDPMKTPSAKD
+1991-07-01,Sweden,79084.770,NYGDPMKTPSAKD
+1991-09-01,Sweden,79740.606,NYGDPMKTPSAKD
+1992-01-01,Sweden,79390.922,NYGDPMKTPSAKD
+1992-04-01,Sweden,79060.283,NYGDPMKTPSAKD
+1992-07-01,Sweden,78904.605,NYGDPMKTPSAKD
+1992-09-01,Sweden,76996.837,NYGDPMKTPSAKD
+1993-01-01,Sweden,75783.588,NYGDPMKTPSAKD
+1993-04-01,Sweden,76708.548,NYGDPMKTPSAKD
+1993-07-01,Sweden,77662.018,NYGDPMKTPSAKD
+1993-09-01,Sweden,77703.304,NYGDPMKTPSAKD
\ No newline at end of file
diff --git a/data/gdp_r.csv b/data/gdp_r.csv
new file mode 100644
index 0000000..2f5055a
--- /dev/null
+++ b/data/gdp_r.csv
@@ -0,0 +1,25 @@
+date,gdp
+1979-01-01,2526.610
+1979-04-01,2591.247
+1979-07-01,2667.565
+1979-10-01,2723.883
+1980-01-01,2789.842
+1980-04-01,2797.352
+1980-07-01,2856.483
+1980-10-01,2985.557
+1981-01-01,3124.206
+1981-04-01,3162.532
+1981-07-01,3260.609
+1981-10-01,3280.818
+1982-01-01,3274.302
+1982-04-01,3331.972
+1982-07-01,3366.322
+1982-10-01,3402.561
+1983-01-01,3473.413
+1983-04-01,3578.848
+1983-07-01,3689.179
+1983-10-01,3794.706
+1984-01-01,3908.054
+1984-04-01,4009.601
+1984-07-01,4084.250
+1984-10-01,4148.551
\ No newline at end of file
diff --git a/data/genres.csv b/data/genres.csv
new file mode 100644
index 0000000..9f4db86
--- /dev/null
+++ b/data/genres.csv
@@ -0,0 +1,26 @@
+gid,name
+1,Rock
+2,Jazz
+3,Metal
+4,Alternative & Punk
+5,Rock And Roll
+6,Blues
+7,Latin
+8,Reggae
+9,Pop
+10,Soundtrack
+11,Bossa Nova
+12,Easy Listening
+13,Heavy Metal
+14,R&B/Soul
+15,Electronica/Dance
+16,World
+17,Hip Hop/Rap
+18,Science Fiction
+19,TV Shows
+20,Sci Fi & Fantasy
+21,Drama
+22,Comedy
+23,Alternative
+24,Classical
+25,Opera
\ No newline at end of file
diff --git a/data/inflation.csv b/data/inflation.csv
new file mode 100644
index 0000000..bc2b594
--- /dev/null
+++ b/data/inflation.csv
@@ -0,0 +1,61 @@
+date,cpi,seriesid,data_type
+2014-01-01,235.288,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-02-01,235.547,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-03-01,236.028,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-04-01,236.468,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-05-01,236.918,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-06-01,237.231,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-07-01,237.498,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-08-01,237.460,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-09-01,237.477,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-10-01,237.430,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-11-01,236.983,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2014-12-01,236.252,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-01-01,234.718,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-02-01,235.236,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-03-01,236.005,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-04-01,236.156,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-05-01,236.974,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-06-01,237.684,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-07-01,238.053,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-08-01,238.028,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-09-01,237.506,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-10-01,237.781,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-11-01,238.016,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2015-12-01,237.817,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-01-01,237.833,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-02-01,237.469,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-03-01,238.038,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-04-01,238.827,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-05-01,239.464,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-06-01,240.167,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-07-01,240.150,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-08-01,240.602,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-09-01,241.051,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-10-01,241.691,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-11-01,242.029,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2016-12-01,242.772,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-01-01,243.780,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-02-01,243.961,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-03-01,243.749,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-04-01,244.051,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-05-01,243.962,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-06-01,244.182,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-07-01,244.390,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-08-01,245.297,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-09-01,246.418,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-10-01,246.587,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-11-01,247.332,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2017-12-01,247.901,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-01-01,248.884,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-02-01,249.369,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-03-01,249.498,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-04-01,249.956,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-05-01,250.646,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-06-01,251.134,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-07-01,251.597,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-08-01,251.879,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-09-01,252.010,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-10-01,252.794,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-11-01,252.760,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
+2018-12-01,252.723,CUSR0000SA0,SEASONALLY ADJUSTED INDEX
\ No newline at end of file
diff --git a/data/inv_aug.csv b/data/inv_aug.csv
new file mode 100644
index 0000000..4543af8
--- /dev/null
+++ b/data/inv_aug.csv
@@ -0,0 +1,36 @@
+iid,cid,invoice_date,total,bill_ctry
+49,30,2009-08-06,1.98,Canada
+50,32,2009-08-06,1.98,Canada
+51,34,2009-08-07,3.96,Portugal
+52,38,2009-08-08,5.94,Germany
+53,44,2009-08-11,8.91,Finland
+54,53,2009-08-16,13.86,UK
+55,8,2009-08-24,0.99,Belgium
+133,14,2010-08-13,1.98,Canada
+134,16,2010-08-13,1.98,USA
+135,18,2010-08-14,3.96,USA
+136,22,2010-08-15,5.94,USA
+137,28,2010-08-18,8.91,USA
+138,37,2010-08-23,13.86,Germany
+139,51,2010-08-31,0.99,Sweden
+216,56,2011-08-07,0.99,Argentina
+217,57,2011-08-20,1.98,Chile
+218,59,2011-08-20,1.98,India
+219,2,2011-08-21,3.96,Germany
+220,6,2011-08-22,5.94,Czech Republic
+221,12,2011-08-25,8.91,Brazil
+222,21,2011-08-30,13.86,USA
+299,26,2012-08-05,23.86,USA
+300,40,2012-08-13,0.99,France
+301,41,2012-08-26,1.98,France
+302,43,2012-08-26,1.98,France
+303,45,2012-08-27,3.96,Hungary
+304,49,2012-08-28,5.94,Poland
+305,55,2012-08-31,8.91,Australia
+378,46,2013-08-02,1.98,Ireland
+379,48,2013-08-02,1.98,Netherlands
+380,50,2013-08-03,3.96,Spain
+381,54,2013-08-04,5.94,UK
+382,1,2013-08-07,8.91,Brazil
+383,10,2013-08-12,13.86,Brazil
+384,24,2013-08-20,0.99,USA
diff --git a/data/inv_jul.csv b/data/inv_jul.csv
new file mode 100644
index 0000000..14d2a4a
--- /dev/null
+++ b/data/inv_jul.csv
@@ -0,0 +1,36 @@
+iid,cid,invoice_date,total,bill_ctry
+42,51,2009-07-06,1.98,Sweden
+43,53,2009-07-06,1.98,UK
+44,55,2009-07-07,3.96,Australia
+45,59,2009-07-08,5.94,India
+46,6,2009-07-11,8.91,Czech Republic
+47,15,2009-07-16,13.86,Canada
+48,29,2009-07-24,0.99,Canada
+126,35,2010-07-13,1.98,Portugal
+127,37,2010-07-13,1.98,Germany
+128,39,2010-07-14,3.96,France
+129,43,2010-07-15,5.94,France
+130,49,2010-07-18,8.91,Poland
+131,58,2010-07-23,13.86,India
+132,13,2010-07-31,0.99,Brazil
+209,18,2011-07-07,0.99,USA
+210,19,2011-07-20,1.98,USA
+211,21,2011-07-20,1.98,USA
+212,23,2011-07-21,3.96,USA
+213,27,2011-07-22,5.94,USA
+214,33,2011-07-25,8.91,Canada
+215,42,2011-07-30,13.86,France
+292,47,2012-07-05,13.86,Italy
+293,2,2012-07-13,0.99,Germany
+294,3,2012-07-26,1.98,Canada
+295,5,2012-07-26,1.98,Czech Republic
+296,7,2012-07-27,3.96,Austria
+297,11,2012-07-28,5.94,Brazil
+298,17,2012-07-31,10.91,USA
+371,8,2013-07-02,1.98,Belgium
+372,10,2013-07-02,1.98,Brazil
+373,12,2013-07-03,3.96,Brazil
+374,16,2013-07-04,5.94,USA
+375,22,2013-07-07,8.91,USA
+376,31,2013-07-12,13.86,Canada
+377,45,2013-07-20,0.99,Hungary
diff --git a/data/inv_sep.csv b/data/inv_sep.csv
new file mode 100644
index 0000000..f9c4145
--- /dev/null
+++ b/data/inv_sep.csv
@@ -0,0 +1,34 @@
+iid,cid,invoice_date,total,bill_ctry
+56,9,2009-09-06,1.98,Denmark
+57,11,2009-09-06,1.98,Brazil
+58,13,2009-09-07,3.96,Brazil
+59,17,2009-09-08,5.94,USA
+60,23,2009-09-11,8.91,USA
+61,32,2009-09-16,13.86,Canada
+62,46,2009-09-24,0.99,Ireland
+140,52,2010-09-13,1.98,UK
+141,54,2010-09-13,1.98,UK
+142,56,2010-09-14,3.96,Argentina
+143,1,2010-09-15,5.94,Brazil
+144,7,2010-09-18,8.91,Austria
+145,16,2010-09-23,13.86,USA
+223,35,2011-09-07,0.99,Portugal
+224,36,2011-09-20,1.98,Germany
+225,38,2011-09-20,1.98,Germany
+226,40,2011-09-21,3.96,France
+227,44,2011-09-22,5.94,Finland
+228,50,2011-09-25,8.91,Spain
+229,59,2011-09-30,13.86,India
+306,5,2012-09-05,16.86,Czech Republic
+307,19,2012-09-13,1.99,USA
+308,20,2012-09-26,3.98,USA
+309,22,2012-09-26,3.98,USA
+310,24,2012-09-27,7.96,USA
+311,28,2012-09-28,11.94,USA
+385,25,2013-09-02,1.98,USA
+386,27,2013-09-02,1.98,USA
+387,29,2013-09-03,3.96,Canada
+388,33,2013-09-04,5.94,Canada
+389,39,2013-09-07,8.91,France
+390,48,2013-09-12,13.86,Netherlands
+391,3,2013-09-20,0.99,Canada
diff --git a/data/iron_1_actors.csv b/data/iron_1_actors.csv
new file mode 100644
index 0000000..32824e7
--- /dev/null
+++ b/data/iron_1_actors.csv
@@ -0,0 +1,87 @@
+character,id,name
+"Virginia ""Pepper"" Potts",12052,Gwyneth Paltrow
+Obadiah Stane / Iron Monger,1229,Jeff Bridges
+War Machine,18288,Terrence Howard
+Christine Everhart,57451,Leslie Bibb
+Raza,57452,Faran Tahir
+Tony Stark / Iron Man,3223,Robert Downey Jr.
+Agent Phil Coulson,9048,Clark Gregg
+Abu Bakaar,173810,Sayed Badreya
+J.A.R.V.I.S. (voice),6162,Paul Bettany
+Happy Hogan,15277,Jon Favreau
+William Ginter Riva,12708,Peter Billingsley
+Major Allen,40275,Tim Guinee
+Director Nick Fury,2231,Samuel L. Jackson
+General Gabriel,17200,Bill Smitrovich
+Award Ceremony Narrator (voice),163671,Will Lyman
+Guard,78299,Tom Morello
+Guard,54809,Marco Khan
+Guard,944830,Daston Kalili
+Guard,1209417,Ido Ezra
+Jimmy,95698,Kevin Foster
+Pratt,1209418,Garret Noël
+Ramirez,62037,Eileen Weisinger
+Ahmed,183439,Ahmed Ahmed
+Omar,109669,Fahim Fazli
+Howard Stark,104669,Gerard Sanders
+Viper,1,1209419               Tim Rigby
+Viper,2,195442      Russell Richardson
+Amira Ahmed,142213,Nazanin Boniadi
+Colonel Craig,1209702,Thomas Craig Plumer
+Dealer at Craps Table,1209703,Robert Berkman
+Woman at Craps Table,183037,Stacy Stas
+Woman at Craps Table,1209704,Lauren Scyphers
+Engineer,214951,Frank Nyi
+Air Force Officer,205362,Marvin Jordan
+Jim Cramer,203468,Jim Cramer
+Woman In SUV,939869,Donna Evans
+Kid in SUV,1209705,Reid Harper
+Kid in SUV,1209706,Summer Kylie Remington
+Kid in SUV,1209707,Ava Rose Williams
+Kid in SUV,1209708,Vladimir Kubr
+Kid in SUV,1209709,Callie Croughwell
+Gulmira Kid,1209710,Javan Tahir
+Gulmira Mom,206423,Sahar Bibiyan
+Reporter,133121,Patrick O'Connell
+Reporter,181895,Adam Harrington
+Reporter,62843,Meera Simhan
+Reporter,204606,Ben Newmark
+Flight Attendant,210842,Ricki Lander
+Flight Attendant,205720,Jeannine Kaspar
+Flight Attendant,1005698,Sarah Cahill
+Stan Lee,7624,Stan Lee
+Air Force Lieutenant,1209711,Justin Rex
+Zorianna Kit,90721,Zorianna Kit
+Stan's Girl,169681,Lana Kinnear
+Stan's Girl,1209712,Nicole Lindeblad
+Stan's Girl,1209713,Masha Lund
+Stan's Girl,169642,Gabrielle Tuite
+CAOC Analyst,27031,Tim Griffin
+CAOC Analyst,34544,Joshua Harto
+CAOC Analyst,150669,Micah A. Hauptman
+CAOC Analyst,1209714,James Bethea
+Photographer (uncredited),1209715,Jeffrey Ashkin
+Georgio (uncredited),1004624,Russell Bobbitt
+Fireman's Wife (uncredited),984619,Vianessa Castaños
+Gulmira Villager (uncredited),1209716,Mike Cochrane
+Dubai Beauty (uncredited),1209717,Crystal Marie Denha
+Dubai Girl (uncredited),970218,Mellany Gandara
+House wife at Award Ceremony (uncredited),1209718,Halla
+Insurgent (uncredited),1202546,Rodrick Hersh
+Reporter (uncredited),1209719,Kristin J. Hooper
+Dubai Waiter (uncredited),1209720,Chris Jalandoni
+Party Guest (uncredited),1209721,Steve Janousek
+Dancer in Ballroom (uncredited),1209722,Laura Liguori
+Reporter (uncredited),1089759,Flavia Manes Rossi
+Village Dad (uncredited),1096679,Anthony Martins
+Reporter (uncredited),1209723,Robert McMurrer
+Airforce Officer (uncredited),1209724,James M. Myers
+Dubai Beauty #1 (uncredited),78434,America Olivo
+Staff Sergeant (uncredited),1209725,Sylvette Ortiz
+Journalist (uncredited),1209726,Brett Padelford
+Voice (uncredited),1209727,Ajani Perkins
+Reporter (uncredited),1209728,Chris Reid
+News Cameraman (uncredited),1209729,Toi Rose
+Rooftop Fireman (uncredited),1209730,George F. Watson
+Whiplash One (voice) (uncredited),1209731,David Zyler
+Reporter (uncredited),1429470,Nick W. Nicholson
diff --git a/data/iron_2_actors.csv b/data/iron_2_actors.csv
new file mode 100644
index 0000000..c7b29a5
--- /dev/null
+++ b/data/iron_2_actors.csv
@@ -0,0 +1,116 @@
+character,id,name
+Ivan Vanko / Whiplash,2295,Mickey Rourke
+Natalie Rushman / Natasha Romanoff / Black Widow,1245,Scarlett Johansson
+Justin Hammer,6807,Sam Rockwell
+Director Nick Fury,2231,Samuel L. Jackson
+"Virginia ""Pepper"" Potts",12052,Gwyneth Paltrow
+"Lt. Col. James ""Rhodey"" Rhodes / War Machine",1896,Don Cheadle
+Happy Hogan,15277,Jon Favreau
+Christine Everhart,57451,Leslie Bibb
+Chess Roberts,81364,Olivia Munn
+U.S. Marshal,51072,Kate Mara
+Rebecca,113676,Helena Mattsson
+Tony Stark / Iron Man,3223,Robert Downey Jr.
+Senator Stern,52865,Garry Shandling
+Howard Stark,21134,John Slattery
+Agent Phil Coulson,9048,Clark Gregg
+J.A.R.V.I.S. (voice),6162,Paul Bettany
+Herself,73641,Christiane Amanpour
+Detective Lemieux,14741,Philippe Bergeron
+Security Force #1,1209714,James Bethea
+Security Force #2,216601,Michael Bruno
+Expo Fan,1265248,Kate Clark
+Russian Newscaster,1265249,Luminita Docan
+French Photographer,1177850,François Duhamel
+Himself,586090,Larry Ellison
+Himself,1228219,Adam Goldstein
+Major Allen,40275,Tim Guinee
+General Meade,1230885,Eric L. Haney
+10 Rings Gangster,1265250,Ali Khan
+Anton Vanko,1079976,Evgeniy Lazarev
+Himself,7624,Stan Lee
+AV Operator,1265251,Isaiah Guyman Martin IV
+Expo Cop,118755,Keith Middlebrook
+Rebeka,210292,Anya Monzikova
+Bambi Arbogast,1265252,Margy Moore
+Himself,57563,Elon Musk
+Himself,95777,Bill O'Reilly
+Strawberry Vendor,81957,Alejandro Patino
+Young Tony Stark,1265795,Davin Ransom
+Guard,997632,Karim Saleh
+Hammer Expo Tech,1265796,Brian Schaeffer
+French Waiter,201883,Phillipe Simon
+Jack,1265797,Jack White
+Ironette Dancer,1265798,Melanie Brown
+Ironette Dancer,1003061,Krystal Ellsworth
+Ironette Dancer,1265799,Victoria Gracie
+Ironette Dancer,1202543,Gina Cantrell
+Ironette Dancer,1265800,Renee Herlocker
+Ironette Dancer,1265801,Jill Ann Pineda-Arnold
+Ironette Dancer,571240,Sandy Colton
+Ironette Dancer,1265802,Annika Ihnat
+Ironette Dancer,108725,Jenny Robinson
+Ironette Dancer,1265803,Lindsay Dennis
+Ironette Dancer,995348,Jennifer D. Johnson
+Ironette Dancer,1265804,Lindsay Rosenberg
+Ironette Dancer,1265805,Hannah Douglass
+Ironette Dancer,1265806,Brooke Long
+Ironette Dancer,83274,Rachele Brooke Smith
+Ironette Dancer,168925,Nadine Ellis
+Ironette Dancer,1265807,Kylette Zamora
+News Cameraman (uncredited),98999,Ted Alderman
+Birthday Party Guest / Expo Guest (uncredited),1265808,Donessa Alexander
+Expo Greeter (uncredited),1265809,Martin Andris
+Expo Patron (uncredited),1265810,Cassity Atkins
+Monaco Grand Prix Restaurant Guest (uncredited),1265811,Gregory Baldi
+Bartender (uncredited),1265812,Elya Beer
+Model (uncredited),1265813,Ayelet Ben-Shahar
+Little Girl at EXPO Gala (uncredited),1265814,Jordan Bobbitt
+Dignitary / Expo Attendee (uncredited),1265815,Chris Borden
+Air Force Major (uncredited),1078574,Pete Brown
+Tony Stark Racing Fan (uncredited),1265816,Basilina Butler
+Captain Anders (uncredited),1236642,John Ceallach
+Beautiful Girl (uncredited),1231548,Katie Cleary
+Expo Guest (uncredited),1265817,Ajarae Coleman
+Monte Carlo Race Fan (uncredited),1265818,Rick L. Dean
+French Prison Guard #2 (uncredited),1265819,Timothy 'TJ' James Driscoll
+Watermelon Girl (uncredited),1225936,Jasmine Dustin
+Justin Hammer Expo Attendee (uncredited),97447,Mark Casimir Dyniewicz
+Stark Expo Attendee (uncredited),1265820,Sam Felman
+I Love You girl (uncredited),1265821,Caitlin Gallo
+Pepper's Party Guest (uncredited),1265822,Shakira Vanise Gamble
+French Prison Guard #1 (uncredited),1265823,Paul Grace
+Expo Fan (uncredited),1265824,James Granville
+Expo Attendee (uncredited),1265825,Kathryn Henzler
+Expo Attendee (uncredited),1265826,Jennifer Lynne Johnson
+Prisoner (uncredited),193946,Mark Kubr
+Senate Page (uncredited),1265827,Cameron Lee
+Reporter (archive footage) (uncredited),201951,Jee-Yun Lee
+Expo Guest (uncredited),1200895,Waymond Lee
+Prison Guard Chevalier (uncredited),1200313,Mathew Lorenceau
+Reporter (uncredited),101037,Christopher Maleki
+Photographer at Senate hearing (uncredited),1265828,Richard Markman
+Expo Guest (uncredited),1265829,Bryan McCoy
+Awards Attendee (uncredited),1186481,Ed Moy
+Russian Woman (uncredited),1265830,Delka Nenkova
+SWAT Sergeant Bellows (uncredited),992389,Tony Nevada
+Watermelon Girl (uncredited),1265831,Allison Ochmanek
+French Reporter (uncredited),208056,Nicolas Pajon
+White House Chief of Staff (uncredited),1265832,H.E. Victor J.W. Pekarcik III
+Expo Guest (uncredited),1265833,Erin Pickett
+Expo VIP (uncredited),223048,Olivia Presley
+Senate Gallery Member (uncredited),1197358,Steven James Price
+Expo Kid (uncredited),1265834,Kiana Prudhont
+VIP Expo Guest (uncredited),1265835,Kristin Quick
+1960's Film Crew (uncredited),1265836,Tanner Alexander Redman
+Security Guard Fighting Happy Hogan (uncredited),77824,Tanoai Reed
+Stark Expo Attendee (uncredited),1197040,Kelly Sarah
+Pepper's Birthday Party Guest (uncredited),1265837,Torin Sixx
+Senator (uncredited),1265838,Peter Trenholm Smith
+Model (uncredited),1265839,Grace Stanley
+Party Guest (uncredited),92189,Doug Swander
+US Senator (uncredited),1265840,Michael A. Templeton
+Background (uncredited),1265841,Rosa Tyabji
+Tony Stark Usher (uncredited),1122811,Peter Sebastian Wrobel
+Expo Attendee (uncredited),1205141,Maria Zambrana
+Stark Expo Attendee (uncredited),1429470,Nick W. Nicholson
diff --git a/data/jpm.csv b/data/jpm.csv
new file mode 100644
index 0000000..7055a4a
--- /dev/null
+++ b/data/jpm.csv
@@ -0,0 +1,18 @@
+date_time,close
+2017-11-17 15:35:17,98.120
+2017-11-17 15:40:04,98.180
+2017-11-17 15:45:01,97.731
+2017-11-17 15:50:55,97.740
+2017-11-17 15:55:00,97.815
+2017-11-17 16:00:30,98.020
+2017-11-17 16:05:07,97.800
+2017-11-17 16:10:08,97.840
+2017-11-17 16:15:11,97.710
+2017-11-17 16:20:29,97.760
+2017-11-17 16:25:25,97.820
+2017-11-17 16:30:53,97.950
+2017-11-17 16:35:11,97.990
+2017-11-17 16:40:44,98.060
+2017-11-17 16:45:52,98.050
+2017-11-17 16:50:37,98.110
+2017-11-17 16:55:02,98.180
\ No newline at end of file
diff --git a/data/land_use.csv b/data/land_use.csv
new file mode 100644
index 0000000..bc48dc7
--- /dev/null
+++ b/data/land_use.csv
@@ -0,0 +1,51 @@
+ward,residential,commercial,industrial,vacant,other
+1,41,9,2,2,46
+2,31,11,6,2,50
+3,20,5,3,13,59
+4,22,13,0,7,58
+5,25,3,1,3,68
+6,44,4,1,8,43
+7,39,3,0,19,39
+8,38,5,9,5,43
+9,27,2,10,6,55
+10,10,1,8,14,67
+11,21,6,22,5,46
+12,22,7,18,4,49
+13,49,3,2,1,45
+14,29,4,18,3,46
+15,41,4,3,6,46
+16,37,5,2,13,43
+17,38,4,2,5,51
+18,38,6,7,3,46
+19,50,3,0,0,47
+20,23,2,3,15,57
+21,43,5,3,5,44
+22,28,3,19,7,43
+23,38,4,7,1,50
+24,24,3,8,13,52
+25,16,6,17,5,56
+26,36,5,4,2,53
+27,16,9,15,7,53
+28,21,5,10,11,53
+29,39,6,12,2,41
+30,50,6,2,1,41
+31,46,8,8,0,38
+32,40,9,4,1,46
+33,42,5,4,1,48
+34,44,4,2,7,43
+35,48,6,5,1,40
+36,47,9,4,1,39
+37,38,7,12,6,37
+38,37,2,1,0,60
+39,37,4,3,1,55
+40,37,5,2,0,56
+41,18,2,1,0,79
+42,10,25,0,1,64
+43,34,9,0,1,56
+44,41,6,0,0,53
+45,49,5,3,0,43
+46,26,4,0,1,69
+47,42,6,5,0,47
+48,40,7,0,1,52
+49,46,5,1,0,48
+50,49,7,2,1,41
\ No newline at end of file
diff --git a/data/licenses.csv b/data/licenses.csv
new file mode 100644
index 0000000..5fc13cc
--- /dev/null
+++ b/data/licenses.csv
@@ -0,0 +1,10000 @@
+number,account,ward,aid,business,address,zip
+0,307071,3,743,REGGIE'S BAR & GRILL,2105 S STATE ST,60616
+1,10,10,829,HONEYBEERS,13200 S HOUSTON AVE,60633
+2,10002,14,775,CELINA DELI,5089 S ARCHER AVE,60632
+3,10005,12,NaN,KRAFT FOODS NORTH AMERICA,2005 W 43RD ST,60609
+4,10044,44,638,NEYBOUR'S TAVERN & GRILLE,3651 N SOUTHPORT AVE,60613
+5,10046,12,774,SUPERMERCADO EL GUERO #10 INC,4023 S ARCHER AVE 1ST,60632
+6,10062,42,NaN,LEVEL 3 COMMUNICATIONS LLC,662 N HUDSON AVE,60610
+7,10077,42,NaN,MITSUI & CO (U.S.A.)INC,200 E RANDOLPH ST 52ND,60601
+8,10099,27,NaN,"MEDIA PROCESS GROUP,1327 W WASHINGTON BLVD",103,60607
+9,10128,10,864,RESERVE MARINE TERMINALS,12800 S BUTLER DR,60633
+10,10140,42,NaN,"LACEY-CHAMPION INC,222 W MERCHANDISE MART PLZ",6-164,60654
+11,10141,25,638,PEREZ RESTAURANT,1163 W 18TH ST,60608
+12,10145,35,763,DONA MARIS,3757-3759 W FULLERTON AVE,60647
+13,10200,31,763,CENTRAL & DIVERSEY AMOCO,5610 W DIVERSEY AVE,60639
+14,10212,42,775,JAY'S,933 -935 N STATE ST,60610
+15,10213,2,NaN,HOG HEAD MCDUNNA'S,1503-1507 W FULLERTON AVE 1ST,60614
+16,10215,36,916,DI DI RAMINOV SHOW INC,6218 W BELMONT AVE,60634
+17,10221,35,775,TAQUERIA SIGLO XX,3626 W LAWRENCE AVE,60625
+18,10232,23,782,PIZZA HUT 317249,5905 S ARCHER AVE 1ST,60638
+19,10234,45,775,MICHELLA TERRACE,5215-5219 W IRVING PARK RD,60641
+20,10235,48,775,"THAI BINH CORP,1113,-01115 W ARGYLE ST",1,60640
+21,10246,11,775,DIM SUM HOUSE,2608 S WENTWORTH AVE,60616
+22,10248,4,775,Subway,5040 S COTTAGE GROVE AVE,60615
+23,10293,44,NaN,FIRST MANAGEMENT,3631 N SHEFFIELD AVE,60613
+24,10309,4,775,"BASKIN ROBBINS,1400 E 53RD ST",1ST,60615
+25,10316,19,784,LA FIESTA RESTAURANT,3333 W 111TH ST 1ST,60655
+26,10331,47,775,ALLEY DOGS INC,3700 N WESTERN AVE,60618
+27,10367,14,864,F & F FOODS INC,3501 W 48TH PL,60632
+28,10373,27,NaN,ESSANNAY SHOW IT INC,851 W GRAND AVE 1 & 2,60642
+29,10393,44,829,BERNIE'S,3664 N CLARK ST 1 AND 2,60613
+30,10509,11,638,NAP'S BOWL,522 W 26TH ST,60616
+31,10513,44,638,CHILI MAC'S 5-WAY CHILI,3152 N BROADWAY,60657
+32,10548,39,NaN,CORPORATE CLAIMS SYSTEMS INC,5247 N ELSTON AVE,60630
+33,10597,44,743,THE STEAMWORKS,3246 N HALSTED ST,60657
+34,106,2,638,ZAVEN INC,260 E CHESTNUT ST 1ST,60611
+35,10612,32,775,"MENARD'S,2601 N CLYBOURN AVE",2,60614
+36,10627,26,NaN,OSCEOLA FENCE CORPORATION,3939 W DICKENS AVE,60647
+37,10690,24,763,TRUDY'S FAMILY GROCERY,1428 S KEDZIE AVE,60623
+38,10701,34,NaN,MURPHY MARBLE CO,820 W 118TH ST # 1ST,60643
+39,10734,42,NaN,ORDER FROM HORDER,1 S WACKER DR 1ST,60606
+40,10767,2,NaN,"CAHG,211 E CHICAGO AVE",1600,60611
+41,10773,47,775,THE NORTHMAN,4337 N LINCOLN AVE,60618
+42,10775,32,775,CLUB LUCKY,1822-1824 W WABANSIA AVE,60622
+43,10815,5,NaN,57 ST BOOKS,1301 E 57TH ST 1ST,60637
+44,10837,33,763,QUICK SHOP,2901 W IRVING PARK RD 1ST,60618
+45,10850,25,638,WISHBONE RESTAURANT,1001 W WASHINGTON BLVD,60607
+46,10855,36,775,"PLUM CATERING INC,6425 W GRAND AVE",1ST,60707
+47,10858,42,763,PARKSHORE MARKET LTD,195 N HARBOR DR,60601
+48,10859,47,NaN,20TH CENTURY TV & STEREO CTR,1611-1615 W MONTROSE AVE,60613
+49,10865,42,NaN,"GRUBB & ELLIS COMPANY,225 W WACKER DR",2300,60606
+50,10952,42,NaN,KEMPER CORPORATE SERVICES INC.,1 E WACKER DR 8,60601
+51,10953,47,724,F G PRODUCTS INC,2112 W GRACE ST,60618
+52,11018,25,NaN,THYSSENKRUPP ELEVATOR CORPORATION,940 W ADAMS ST 4 404,60607
+53,11019,23,NaN,PROGRESS ELECTRIC CO,5722 S CENTRAL AVE,60638
+54,11031,42,708,TURNER CONSTRUCTION COMPANY,55 E MONROE ST,60603
+55,11069,10,775,LOPEZ'S LIQUORS,9700 S COMMERCIAL AVE 1ST,60617
+56,11071,47,775,FAMILY DOLLAR STORE #7149,2424 W MONTROSE AVE,60618
+57,11112,36,775,LAXI LIQUOR,6922 W GRAND AVE 1ST,60707
+58,11120,48,916,ATMOSPHERE,5355 N CLARK ST 1ST,60640
+59,11121,16,NaN,ABOUD FOOD & LIQUOR,6023 S HALSTED ST,60621
+60,11123,34,775,STOP & GO FOOD MART,1622 W MONTEREY AVE,60643
+61,11139,45,743,"GOLDEN FLAME,6417 W HIGGINS AVE",CRSTL,60656
+62,11180,42,775,FAST TRACK LTD,629 W LAKE ST,60661
+63,11181,12,763,SAN PEDRO FRUTERIA,2258 S CALIFORNIA AVE,60608
+64,11191,42,775,GATEWAY CIGAR & PERK,311 S WACKER DR 1ST,60606
+65,11195,49,775,POPEYES CHICKEN,1959 W HOWARD ST,60626
+66,11197,44,NaN,P S I MARKETING CONSULTANTS,999 1/2 W WOLFRAM ST,60657
+67,11198,7,763,"JAIME'S AMOCO,10300 S TORRENCE AVE",1ST,60617
+68,11209,27,NaN,REVERE ELECTRIC SUPPLY COMPANY,2501 W WASHINGTON BLVD,60612
+69,11217,33,775,J & A LIQUORS INC,3213 W LAWRENCE AVE,60625
+70,11240,12,763,"LA FLOR DEL BARRIO PRODUCT,3801 S KEDZIE AVE",1,60632
+71,11253,42,NaN,RICHARDS & TIERNEY INC,111 W JACKSON BLVD,60604
+72,11270,43,638,KYOTO JAPANESE RESTAURANT,2534 N LINCOLN AVE,60614
+73,11280,3,763,PRIME WAY,2251 S STATE ST 1ST,60616
+74,11281,44,743,SOUTHPORT LANES INC,3325 N SOUTHPORT AVE 1ST,60657
+75,11302,44,784,DS Fajita Factory,3445 N HALSTED ST,60657
+76,11307,47,775,ERICK'S TACO,1967 W LAWRENCE AVE,60640
+77,11309,4,763,BP,50 W CONGRESS PKWY,60605
+78,11319,42,775,SUBWAY SANDWICHES,500 W MADISON ST,60661
+79,11322,31,NaN,CHARLES E LARSON & SONS INC,2645-2665 N KEELER AVE,60639
+80,11337,4,775,C'EST SI BON LTD,5225 S HARPER AVE 2,60615
+81,11350,42,NaN,COMPETIVE PIPING SYSTEMS INC,141 W JACKSON BLVD # A-30,60604
+82,11354,43,NaN,BRANCA INC .,5 E GOETHE ST,60610
+83,11362,46,NaN,PHOENIX ELECTRIC MFG CO,3625 N HALSTED ST,60613
+84,11375,43,775,ALLENDE RESTAURANT #2,2221 N LINCOLN AVE,60614
+85,11377,27,774,FRANKLIN FOOD & LIQUOR INC.,501 N KEDZIE AVE 1ST,60612
+86,11389,31,743,REGENCY INN,5319 W DIVERSEY AVE,60639
+87,11390,35,NaN,McGILL'S BAR & GRILL,4551-4553 N PULASKI RD GROUND,60630
+88,11392,40,775,CHONG RO RESTAURANT,4811 N ROCKWELL ST,60625
+89,11393,10,829,LOCAL MOTION,10011 S COMMERCIAL AVE 1,60617
+90,11395,32,775,CHUCK 'E' CHEESE,1730 W FULLERTON AVE,60614
+91,11400,42,639,THE FORTNIGHTLY OF CHICAGO,120 E BELLEVUE PL,60611
+92,11404,27,NaN,NORTH BEACH JET HOGS AND HONEYS,1551 N SHEFFIELD AVE,60622
+93,11406,49,775,CLARK SUPER FOOD MARKET AND LIQUORS INC.,6647 N CLARK ST 1ST,60626
+94,11412,27,NaN,S & B FINISHING CO INC.,3005 W FRANKLIN BLVD,60612
+95,11425,49,638,GIORDANO'S ON SHERIDAN,6836 N SHERIDAN RD,60626
+96,11426,23,NaN,O & K AMERICAN CORP.,4630 W 55TH ST,60632
+97,11429,39,767 | 775,Joong Boo Warehouse Market,5825 N TRIPP AVE 1ST,60646
+98,11449,38,735,FORNO ROSSO,3717-3719 N HARLEM AVE 1,60634
+99,11464,50,775,PAR BIRDIE FOODS,2234 W DEVON AVE 1ST,60659
+100,11469,27,785,VIP'S A GENTLEMENS CLUB,1531 N KINGSBURY ST 1,60642
+101,11470,30,NaN,WING SIGN CO.,4452 W BELMONT AVE,60641
+102,11472,41,NaN,"THOR TORGER INC,6547 N AVONDALE AVE",201,60631
+103,11474,2,784,THE FRONTIER,1072 N MILWAUKEE AVE,60642
+104,11491,42,638,OSCAR'S RESTAURANT & BAR INC,203 N LA SALLE ST,60601
+105,11492,27,725,"JOSEPH FELDMAN,1722 W WARREN BLVD",GROUN,60612
+106,11501,28,NaN,"ADAMS STREET IRON INC,1528 W ADAMS ST",LOWER,60607
+107,11512,27,763,CAMPBELL FOOD & LIQUOR INC,2459 W MADISON ST,60612
+108,11513,50,864,JR DESSERT BAKERY,2841 W HOWARD ST,60645
+109,11516,33,775,WHITE CASTLE #23,3212 W ADDISON ST 1ST,60618
+110,11520,42,NaN,Steelcase Education Solutions,222 W MERCHANDISE MART PLZ 3 3-100,60654
+111,11539,46,726,PIONEER PARKING INC,3600 N LAKE SHORE DR BSMT 1 2 3,60613
+112,11542,28,NaN,"J.A.B.S. CORP,414 S KOSTNER AVE",1,60624
+113,11554,50,743,LINCOLN VILLAGE THEATER,6341 N MCCORMICK RD,60659
+114,11579,43,666,HALSTED-WRIGHTWOOD SHELL,2600 N HALSTED ST 1ST,60614
+115,11584,39,775,"SIDEKICKS,4420",-04430 W MONTROSE AVE 1ST,60641
+116,11589,40,774,DIALA GROCERY,1935 W FOSTER AVE,60640
+117,116,6,829,FRANCES COCKTAIL LOUNGE,307 E 75TH ST 1ST,60619
+118,11600,44,784,TRADER TODD'S RESTAURANT & BAR,3216 N SHEFFIELD AVE 1,60657
+119,11601,30,775,7-ELEVEN,3541 N CICERO AVE,60641
+120,11602,42,775,THE CLIFF DWELLERS,200 S MICHIGAN AVE 22ND,60604
+121,11603,18,775,KWIK MART INC,4047 W 79TH ST,60652
+122,11604,44,829,THE CHICAGO BLARNEY STONE INC,3424 N SHEFFIELD AVE 1ST,60657
+123,11642,12,NaN,RTC INDUSTRIES INC,3201-3247 S KEDZIE AVE,60623
+124,11671,3,775,ALWARSI INC,5458 S WELLS ST,60609
+125,11672,21,NaN,SEWER BLDRS SUPPLIES INC,9001 S GREEN ST,60620
+126,11683,25,639,"PO-PIEDMONT CLUBINC,2408 S OAKLEY AVE",1,60608
+127,11688,45,774,SAVORY FOOD & LIQUOR,4138 N MILWAUKEE AVE,60641
+128,11696,47,814,Nicholas Quality Meats,3500 N LINCOLN AVE,60657
+129,11698,41,NaN,"BEST TRAVEL & TOURS INC.,200 N MARTINGALE RD",500,60173
+130,117,14,829,THE APARTMENT LOUNGE,3806 W 47TH ST 1ST,60632
+131,11728,34,775,"ROSELAND CLARK,2 W 111TH ST",1ST,60628
+132,11768,3,775,CHINA CHOP SUEY,235 E 51ST ST,60615
+133,11769,42,NaN,NIKE TOWN,669 N MICHIGAN AVE,60611
+134,11772,11,816,FRANK O CARLSON & CO INC.,3622 S MORGAN ST,60609
+135,118,40,814,Calo Restaurant,5200 N CLARK ST,60640
+136,11818,25,708,LSAV POWERHOUSE,717 S DESPLAINES ST,60607
+137,11826,15,775,SOUTHWOOD,5701 S WOOD ST 1ST,60636
+138,119,42,775,MAXIM'S RESTAURANT INC,20 N CLARK ST,60602
+139,11900,19,NaN,NEW MILLENIUM TELECOMMUNICATION,2019 W 95TH ST,60643
+140,11993,42,763,CUVEE,308 W ERIE ST 1,60654
+141,11995,42,638,GINOS EAST,633 N WELLS ST 1ST,60610
+142,11998,37,774,ABH FOOD & LIQUOR INC,5345 W NORTH AVE 1,60639
+143,12024,1,NaN,DIGILOG ELECTRONICS,1038 N ASHLAND AVE,60622
+144,12044,12,NaN,LUPITA'S,4100 S ASHLAND AVE 1,60609
+145,12052,15,775,"LA FIESTA,4248 S ARCHER AVE",1ST,60632
+146,122,45,785,ZIEMEK CORP.,5368 N MILWAUKEE AVE,60630
+147,12244,19,NaN,AERUS LLC,11044 S KEDZIE AVE,60655
+148,12316,14,NaN,AMERICAN GREENWOOD INC,3035 W 47TH ST,60632
+149,12322,42,602,"Jones Lang LaSalle Americas Inc.,303 E WACKER DR",207,60601
+150,12328,18,911,MARSHALL'S #519,7601 S CICERO AVE 1ST,60652
+151,12559,46,775,"ANGELINA RISTORANTE,3561 N BROADWAY",1ST,60657
+152,12619,42,785,HUGO'S FROG BAR,1024 N RUSH ST,60611
+153,12625,48,NaN,SOMERSET PLACE LLC,5009 N SHERIDAN RD,60640
+154,12631,14,666,CLARK #1043,2800 W 55TH ST 1ST #,60632
+155,12699,42,NaN,SPRINT,107 S STATE ST,60603
+156,12755,12,NaN,"UNITED RENTALS,3233 W 36TH ST",1ST,60632
+157,12870,2,NaN,DAY BY DAY CALENDAR CO. # 4223,835 N MICHIGAN AVE 4 5071,60611
+158,13,44,638,"MURPHY'S BLEACHERS,3655 N SHEFFIELD AVE",1,60613
+159,13079,32,775,JENNY CRAIG WEIGHT LOSS CENTER,1315 W DIVERSEY PKWY,60614
+160,131,27,763,ORSO'S RESTAURANT,1401 N WELLS ST,60610
+161,13117,42,NaN,"NAVIGANT CONSULTING INC,30 S WACKER DR",3400,60606
+162,13119,25,NaN,FISK STATION,1111 W CERMAK RD,60608
+163,13334,9,NaN,NACME STEEL PROCESSING LLC,429 W 127TH ST,60628
+164,13486,42,NaN,Ricoh USA Inc.,125 S WACKER DR B LEVEL,60606
+165,13624,23,NaN,ATLANTIC AVIATION,5200 W 63RD ST 1ST,60638
+166,13630,41,NaN,TELEPORT COMMUNICATIONS AMERICA LLC,8755 W HIGGINS RD,60631
+167,13674,2,NaN,LIMITED TOO #232,845 N MICHIGAN AVE 1ST,60611
+168,13725,25,855,VALET DESCARTES INCORPORATED,1001 W WASHINGTON BLVD,60607
+169,13784,42,NaN,"PSAV Presentation Services,676 N MICHIGAN AVE",OMNI,60611
+170,13860,42,NaN,"WILLIAMS LEA INC.,540 W MADISON ST",2200,60661
+171,13870,41,NaN,"GEAC PERFORMANCE MANAGEMENT (U.S.) INC.,8755 W HIGGINS RD",800,60631
+172,13873,14,NaN,J B HUNT TRANSPORT INC,3642 W 47TH ST,60632
+173,14,39,763,KILDARE LIQUORS,4300 W LAWRENCE AVE,60630
+174,14070,14,709,FUNERARIA DEL ANGEL SAGRADO CORAZON 2401,5218 S KEDZIE AVE # 1ST,60632
+175,14103,42,NaN,"RBC WEALTH MANAGEMENT,500 W MADISON ST",2500,60661
+176,14149,2,704,URBAN OASIS,12 W MAPLE ST 3RD,60610
+177,14164,42,763,COLUMBUS RESTAURANT & BAR,651 W WASHINGTON BLVD 1ST D-E-F,60661
+178,14166,44,638,ROADHOUSE 66 GAS N' GRILL,3478 N CLARK ST,60657
+179,14171,10,775,EAST SIDE COLUMBIAN ASSOCIATION,11207 S EWING AVE 1ST,60617
+180,14173,15,638,JARDIN MEXICO MIO INC,3016 W 47TH ST 1ST,60632
+181,14209,25,775,SAINT ANNA BAKERY INC,2158 S ARCHER AVE 1ST,60616
+182,14216,43,775,TWISTED LIZARD,1963 N SHEFFIELD AVE,60614
+183,14242,45,864,KOCH FOODS,4404 W BERTEAU AVE,60641
+184,14244,35,775,ALCOIRIS INC,4007 W ARMITAGE AVE 1ST,60639
+185,14278,48,NaN,"LENSCRAFTERS INC.,#5597,1055 W BRYN MAWR AVE",3C,60660
+186,14284,42,NaN,UBMINC.,223 W JACKSON BLVD 1200 #,60606
+187,14287,44,NaN,Rockit Bar and Grill Wrigleyville,3700 N CLARK ST,60613
+188,14288,20,763,BROWN BASKET FOOD & LIQUOR INC,1544 W 51ST ST,60609
+189,14290,39,763,EDENS # 2 INC,3949 W DEVON AVE 1ST,60659
+190,14294,27,NaN,CLIMATEMP INC,315 N MAY ST,60607
+191,14295,20,775,VALUE MART INC,5114 S RACINE AVE 1ST,60609
+192,14297,8,NaN,FOOD TOWN,935 E 79TH ST 1ST,60619
+193,14298,44,775,ROSCOE'S TAVERN LTD,3354-3356 N HALSTED ST,60657
+194,14299,7,NaN,SISTERS EXOTIC,2255 E 75TH ST,60649
+195,14304,20,763,SOUTH BOUND FOOD INC,251 W 63RD ST 1ST,60621
+196,14310,42,NaN,THE REDHEAD PIANO BAR,16 W ONTARIO ST 1,60654
+197,14316,11,666,CLARK GAS STATION 1,444 W 26TH ST 1ST,60616
+198,14340,42,775,SILK ROAD JACKSON CORPORATION,216 W JACKSON BLVD,60606
+199,14381,43,775,GOODBAR,2512 N HALSTED ST 1ST & 2ND,60614
+200,14390,21,763,BUY LOW FOOD & LIQUOR,847-853 W 87TH ST,60620
+201,14392,25,NaN,LA CASA DEL PUEBLO INC,1810 S BLUE ISLAND AVE 1ST,60608
+202,14419,42,775,MOTHER HUBBARDS,5 W HUBBARD ST 1,60654
+203,14420,43,829,THE TIN LIZZIE,2483 N CLARK ST,60614
+204,14423,42,NaN,"LYRIC OPERA OF CHICAGO,20 N WACKER DR",ENTIR,60606
+205,14425,29,775,TACO BURRITO KING,3216 N HARLEM AVE 1ST,60634
+206,14433,2,638,FEAST,1616 N DAMEN AVE,60647
+207,14434,24,775,C. C. C. FOOD MART,3958 W CERMAK RD,60623
+208,14446,1,743,EMPTY BOTTLE INC,1035 N WESTERN AVE 1ST,60622
+209,14456,21,775,"KERFOOT FOOD AND LIQUOR,8462 S VINCENNES AVE",1,60620
+210,14460,4,NaN,WEIGHT WATCHERS NORTH AMERICA INC,1350 E 47TH ST,60653
+211,14493,5,775,SNAIL THAI CUISINE,1649 E 55TH ST,60615
+212,14503,18,NaN,PARKVIEW FOOD AND LIQUOR,3647 W 83RD PL 1ST,60652
+213,14507,12,775,DUNKIN DONUTS,2801 S KEDZIE AVE,60623
+214,14512,19,775,RIDGE COUNTRY CLUB,10522 S CALIFORNIA AVE,60655
+215,14513,42,775,HONG'S UNION STATION INC,225 S CANAL ST,60606
+216,14515,38,775,THE NEST BAR & EATERY,6855-6859 W IRVING PARK RD,60634
+217,14535,11,743,POLO CAFE AND CATERING BRIDGEPORT U.S.A.,3322 S MORGAN ST,60608
+218,14544,26,895,MIGDALIA'S CARIBBEAN,3134 W NORTH AVE,60647
+219,14545,36,NaN,EL FARO FOODS,4805 W ARMITAGE AVE 1ST,60639
+220,14546,30,NaN,PRIME STAFFING INC,3806 N CICERO AVE 1ST,60641
+221,14551,42,NaN,THAT'S HER BAG,200 N MICHIGAN AVE,60601
+222,14565,41,775,TRIOS PIZZA,7009 W HIGGINS AVE 1ST,60656
+223,14570,46,829,THE CELL BLOCK,3702-3708 N HALSTED ST 1ST,60613
+224,14572,45,775,SICILIA BAKERY,5939 W LAWRENCE AVE,60630
+225,14578,47,775,"FINLEY DUNNE'S,3458 N LINCOLN AVE",GROUN,60657
+226,14589,34,775,J M J MOBIL INC.,9901 S HALSTED ST,60628
+227,14590,44,763,FULL SHILLING,3724-3726 N CLARK ST,60613
+228,14599,37,763,Cub Foods,4801 W NORTH AVE,60639
+229,146,36,775,PORRETTA'S RESTAURANT INC,3718 N CENTRAL AVE,60634
+230,14600,9,774,ALTGELD GARDEN LIQUOR INC,13118 S ELLIS AVE 1ST,60827
+231,14601,42,638,REZA'S ON ONTARIO,432 W ONTARIO ST,60610
+232,14605,11,775,TAQUERIA LA MEXICANA,815 W 35TH ST 1ST,60609
+233,1462,39,NaN,"ALTMAN-HINES CHAUFFERED LIMOS,5255 N RIVERSEDGE TER",206,60630
+234,14624,1,775,LITTLE MEL'S HOT DOG,2205 N CALIFORNIA AVE,60647
+235,14631,26,763,"BARGAIN WAREHOUSE,3515 W ARMITAGE AVE",1ST,60647
+236,14632,42,774,"7-ELEVEN,200 N DEARBORN ST",1,60601
+237,14636,22,775,VIDA SANA,4045 W 26TH ST,60623
+238,14639,43,775,MC DONALD'S,2635 N CLARK ST,60614
+239,14647,42,774,OMNI CHICAGO HOTEL,674-678 N MICHIGAN AVE 5TH,60611
+240,14652,4,814,West Indies International,1436 E 53RD ST,60615
+241,14664,47,814,Chicago Pizza,4400 N LINCOLN AVE,60625
+242,14693,15,829,CLUB ANTOINETTE,4559 S RICHMOND ST 1ST,60632
+243,147,17,763,Walgreens # 05825,1213 W 79TH ST 1ST,60620
+244,14702,48,763,"SHAN FOOD,5060 N SHERIDAN RD",A,60640
+245,14708,22,763,FAMILY FOOD,2301 S HOMAN AVE,60623
+246,14710,22,NaN,LALO'S VIDEO & JEWELRY,4150 W 26TH ST 1ST,60623
+247,14716,33,775,TAQUERIA EL AGUILA REAL INC,3152-3154 W MONTROSE AVE 1,60618
+248,14732,42,NaN,BESSEMER TRUST COMPANY N.A.,70 W MADISON ST,60602
+249,14740,27,NaN,"L C INDUSTRIES DR,2781",KATHERINE WAY,60007
+250,14762,6,743,THE NEW PARK MANOR INC,100 E 75TH ST,60619
+251,14768,22,638,"LALO,RESTAURANT,4126 W 26TH ST",1ST,60623
+252,14788,42,NaN,RAYMOND JAMES & ASSOCIATES,550 W WASHINGTON BLVD 1610 1650105,60661
+253,14801,24,763,"DEPT OF REHABILITATION SVC/VFP,2600 S CALIFORNIA AVE",FACIL,60608
+254,14804,16,774,GOLDMORE FOOD,1949-1957 W 51ST ST,60609
+255,14809,43,775,LION HEAD PUB/ THE APARTMENT,2251 N LINCOLN AVE 1ST & 2ND,60614
+256,14810,11,763,HASSAN GROCERY,3234 S RACINE AVE 1,60608
+257,14829,32,775,LE BOUCHON,1958 N DAMEN AVE,60647
+258,14831,42,NaN,RANDOLPH ATHLETIC CLUB,188 W RANDOLPH ST 27TH,60601
+259,14844,39,775,NORTH PARK CAFETERIA INC,5801 N PULASKI RD,60646
+260,14853,25,638,TUTTO ITALIANO,501 S WELLS ST 1ST,60607
+261,14864,46,NaN,LITTLE JIM'S,3501 N HALSTED ST 1ST,60657
+262,14875,27,NaN,"QUANTUM DEVELOPMENT COMPANY GROUP INC.,1030 W CHICAGO AVE",300,60642
+263,149,4,638,PRINTER'S ROW RESTAURANT,550 S DEARBORN ST 1ST,60605
+264,14913,45,639,"UNITED SERBS SPORT CLUB INC,4526 N MILWAUKEE AVE",1ST,60630
+265,14914,45,NaN,CHICAGO HI-SPEED TOOL & SUPPLY,5480 N ELSTON AVE,60630
+266,14923,32,NaN,QUE RICO,2814 N SOUTHPORT AVE 1ST,60657
+267,14931,37,775,RAY'S FOOD MART,4900 W WALTON ST,60651
+268,14936,32,NaN,"FIRE KING SERVICE STATION INC,1720 W NORTH AVE",BLDG,60622
+269,14956,38,775,MICHAEL'S GOURMET COFFEE,7714 W BELMONT AVE,60634
+270,14987,1,NaN,MR. BROWN'S LOUNGE,2301 W CHICAGO AVE 1ST,60622
+271,14998,36,929,LEW-EL TOOL & MANUFACTURING CO,1935 N LECLAIRE AVE 1ST,60639
+272,15006,31,775,CARNICERIA RICARDO,4419-4425 W DIVERSEY AVE,60639
+273,15015,3,NaN,SOUTHVIEW MANOR INC.,3311 S MICHIGAN AVE,60616
+274,15026,2,638,OLD LWIW RESTAURANT INC,2228 W CHICAGO AVE,60622
+275,15037,47,638,BLUESTEM RESTAURANT,1935 W IRVING PARK RD,60613
+276,15042,42,638,CARMINE'S CLAM HOUSE INC,1043 N RUSH ST 1ST,60611
+277,15055,47,775,GIGI CUT RATE CENTER,3333 N LINCOLN AVE # 1ST,60657
+278,15056,36,775,FRANK'S PIZZERIA,6506 W BELMONT AVE,60634
+279,15059,49,775,JOE MARATHONj,7550 N SHERIDAN RD,60626
+280,15069,31,775,MIREK'S BAKERY,5222 W DIVERSEY AVE 1ST,60639
+281,15070,42,784,COYOTE UGLY SALOON,316-318 W ERIE ST 1ST,60610
+282,15078,44,775,VAUGHAN'S PUB,2917 N SHEFFIELD AVE,60657
+283,15097,28,NaN,CHICAGO PIPE BENDING & COIL CO,4535 W LAKE ST,60624
+284,15148,34,NaN,FASHION ISLAND BEAUTY SUPPLY INC.,1201 W 115TH ST,60643
+285,15154,42,775,"THE WORKS NORTH LOOP INC,201 N CLARK ST",DIFFE,60601
+286,15155,26,NaN,GRAND & OAKLEY CAR WASH,2300 W GRAND AVE,60612
+287,15160,11,829,JIMBO'S,3258 S PRINCETON AVE,60616
+288,15184,35,NaN,Lovers Playground,3901 W LAWRENCE AVE,60625
+289,15209,27,785,PARK TAVERN CHICAGO,1645 W JACKSON BLVD 1MEZZ AND PATIO,60612
+290,15217,22,775,BONNIE'S,3601 W 26TH ST 1ST,60623
+291,15225,45,775,PATERNO'S PIZZA,5303 N MILWAUKEE AVE,60630
+292,15237,19,775,SEE THRU CHINESE KITCHEN,10939 S WESTERN AVE,60643
+293,15264,37,NaN,MID TOWN FOODS,3855 W DIVISION ST 1ST,60651
+294,15287,34,775,B.P. GAS & FOOD MART,11163 S VINCENNES AVE,60643
+295,15297,45,NaN,BEARING SALES CORPORATION,4153 N KOSTNER AVE,60641
+296,15323,31,775,STELLA'S CENTRAL FOODS,3759 W DIVERSEY AVE 1ST,60647
+297,15326,44,638,PIZZA CAPRI,962 W BELMONT AVE,60657
+298,15327,31,775,DURANGO PIZZA,2718 N LARAMIE AVE,60639
+299,15328,20,763,GROVE LIQUORS,6656 S COTTAGE GROVE AVE,60637
+300,15330,43,763,THE DIME,2263 N LINCOLN AVE,60614
+301,15344,19,774 | 932,COUNTY FAIR FOODS,10800 S WESTERN AVE,60643
+302,15345,33,775,LA FE GROCERY,3003 W LAWRENCE AVE,60625
+303,15361,41,775,LOU MITCHELL'S EXPRESS INC,11601 W TOUHY AVE,60666
+304,15396,17,829,NEW GLASSHOUSE LOUNGE,7911-7915 S HALSTED ST,60620
+305,15398,32,NaN,LITTLEROCK CONSTRUCTION INC,2508 N CAMPBELL AVE,60647
+306,15404,22,NaN,NATIONAL TRUSS CO. INC,2340 S SPRINGFIELD AVE,60623
+307,15409,39,NaN,MIDWEST UNCUTS OF CHICAGO,5585 N LYNCH AVE,60630
+308,15416,36,775,JEREZ SPORT BAR AND GRILL,5726 W GRAND AVE,60639
+309,15441,43,743,U S BEER,1801 N CLYBOURN AVE,60614
+310,15450,41,763,TOMMY'S ON HIGGINS,6954 W HIGGINS AVE 1ST,60656
+311,15466,42,775,"KANTI'S LIFESTYLES,INC.",161 N CLARK ST,60601
+312,15481,42,775,MR SUBMARINE,52 E LAKE ST,60601
+313,15482,25,775,AL'S ITALIAN BEEF INC,1079 W TAYLOR ST 1ST,60607
+314,15485,42,775,MAC KELLY'S,216 W JACKSON BLVD,60606
+315,15496,27,775,TWISTED SPOKE,501 N OGDEN AVE 1ST,60642
+316,15519,27,717,Bismarck Enterprises at the United Center Inc...,1901 W MADISON ST,60612
+317,15521,40,775,PATIO GAS INC,6262 N CLARK ST 1ST,60660
+318,15529,47,638,A. J. HUDSON' S PUBLIC HOUSE,3801-3805 N ASHLAND AVE 1,60613
+319,15538,33,932 | 774,TARGET STORE #1437,2939 W ADDISON ST,60618
+320,1554,42,638,SHAW'S CRAB HOUSE,21 E HUBBARD ST,60611
+321,15549,22,NaN,GABRIEL JEWELRY,3914 W 26TH ST,60623
+322,15578,12,775,"BURGER KING #10345,3141 S ASHLAND AVE",10345,60608
+323,15592,33,638,Seo Hae Kwan Restaurant,3534 W LAWRENCE AVE,60625
+324,15613,42,NaN,HAUGAARD CREATIVE GROUP INC,414 N ORLEANS ST,60610
+325,15634,2,638,Tavish,1335 W WRIGHTWOOD AVE 1ST,60614
+326,15642,1,814,Beat Kitchen,2000-2100 W DIVISION ST,60622
+327,15649,50,NaN,BORDERS BOOKS MOVIES MUSIC CAFE,6103 N LINCOLN AVE,60659
+328,15660,16,763,"BROTHERS FOOD & LIQUOR,1156 W 63RD ST",1ST,60621
+329,15670,7,774,SAGINAW WINE AND LIQUORS INC.,2615 E 83RD ST,60617
+330,15680,42,NaN,"GRAPHNET INC,300 S WACKER DR",3050,60606
+331,15702,25,775,LOS COMALES #3,1544 W 18TH ST,60608
+332,15703,36,816,LAKE ST PALLET & RECYCLING INC,4600 W ARMITAGE AVE 1ST,60639
+333,15710,6,763,SHOP-N-SAVE,135 E 71ST ST,60619
+334,15714,26,775,TACOS GARCIA,3327-3329 W ARMITAGE AVE 1ST #,60647
+335,15729,33,NaN,"ONE PRICE CLOTHING STORE #476,2909 W ADDISON ST",1ST,60618
+336,15746,36,NaN,THE PEP BOYS-MANNYMOE & JACK,6811 W GRAND AVE,60707
+337,15748,48,763,SUPER FOOD & LIQUORS INC.,1049 W BRYN MAWR AVE,60660
+338,15779,27,638,MORGAN MARKET INC,375 N MORGAN ST,60607
+339,15786,33,NaN,B & L AUTOMOTIVE REPAIRS INC.,3838 N KEDZIE AVE 1ST,60618
+340,15793,42,638,CAFFE BACI,225 W WACKER DR 1ST,60606
+341,158,45,829,LASKO'S,5525 N MILWAUKEE AVE,60630
+342,15806,27,775,BOSTON'S BAR B-Q,2932 W CHICAGO AVE,60622
+343,15829,24,774,LAWNDALE FOOD MARKET,3705-3713 W 16TH ST 1ST,60623
+344,15834,27,725,"D & M PARK & LOCK INC,1550 N FREMONT ST",1ST,60622
+345,15836,39,NaN,CHICAGOLAND TRUCK RENTAL,3939 W MONTROSE AVE,60618
+346,15846,33,775,MANNY'S DOG HOUSE,2925 W IRVING PARK RD 1ST,60618
+347,15854,31,NaN,S & L FOOD & LIQUORS INC,4958 W FULLERTON AVE 1ST,60639
+348,15857,32,775,TACO'S Y SALSA,2957 W DIVERSEY AVE 1ST,60647
+349,15862,25,775,THREE HAPPINESS RESTAURANT,209 W CERMAK RD 1ST,60616
+350,15864,2,775,EMPIRE RESTAURANT,49 W DIVISION ST 1ST,60610
+351,15873,47,763,FINE FOOD & LIQUOR INC.,3642 N ASHLAND AVE 1ST,60613
+352,15875,30,775,TONY'S FINER FOODS,2500 N CENTRAL AVE 1ST,60639
+353,15899,27,NaN,THE MATCHBOX,770 N MILWAUKEE AVE 1ST,60642
+354,15902,28,775,CRESPO'S FOOD MART,4353 W MADISON ST 1ST,60624
+355,1591,42,NaN,LEHMAN BROTHERS INC,190 S LA SALLE ST 1ST,60603
+356,15925,32,666,DIVERSEY & ASHLAND SHELL,2801 N ASHLAND AVE # 1ST,60657
+357,15949,28,817,OXXFORD CLOTHES INC.,1220 W VAN BUREN ST 1ST,60607
+358,15950,2,638,"TIPAROS THAI RESTAURANT,INC.",1540 N CLARK ST,60610
+359,15973,42,774,GRAND FOOD MART,400 E RANDOLPH ST 2ND,60601
+360,15981,2,785,SHE-NANNIGAN'S HOUSE OF BEERS,16 W DIVISION ST 1,60610
+361,16002,2,638,GERMANIA PLACE,108 W GERMANIA PL 2,60610
+362,16004,1,NaN,EL NUEVO NARANJO LOUNGE,2210 N MILWAUKEE AVE 1ST,60647
+363,16008,43,829,GAMEKEEPERS,345 W ARMITAGE AVE 1,60614
+364,1602,42,NaN,CREDIT SUISSE Securities LLC,227 W MONROE ST 39TH,60606
+365,1603,42,NaN,MERRILL LYNCH PIERCE FENNER,33 W MONROE ST 22 2200,60603
+366,16031,40,NaN,YOUNG SANG HERB'S,5643 N LINCOLN AVE,60659
+367,16038,22,638,REST Y TAQUERIA LA JUSTICIA,3901 W 26TH ST 1ST #,60623
+368,16040,39,775,"PETERSON & KIMBALL SHELL,3401 W PETERSON AVE",1,60659
+369,16047,23,763,LAST CALL LOUNGE,6316-6318 W 65TH ST 1ST,60638
+370,16053,24,763,WAY LOW DISCOUNT FOOD INC.,1551 S KEDZIE AVE,60623
+371,16070,9,NaN,POLYAIR PACKAGING,808 E 113TH ST 1ST,60628
+372,16074,44,775,TAKE FIVE,3747 N SOUTHPORT AVE,60613
+373,16080,39,775,GRAND FOOD MART,5002 N PULASKI RD,60630
+374,16102,44,717,Michael A. Machrello,3200 N HALSTED ST,60657
+375,16103,36,774,ARMITAGE GOLD STAR LIQUORS,4800 W ARMITAGE AVE 1,60639
+376,16105,18,NaN,PARTY CITY OF FORD CITY #505,8141 S CICERO AVE,60652
+377,16125,45,814,QUANG NOODLE RESTAURANT,5216 W LAWRENCE AVE,60630
+378,1613,45,904 | 816,THE SHERWIN-WILLIAMS CO #3701,4201 N MILWAUKEE AVE 1ST,60641
+379,16137,2,638,DAVE & BUSTER'S/MAIN LOBBY,1030 N CLARK ST 1ST #,60610
+380,16149,42,NaN,"MCCORKLE COURT REPORTERS INC,200 N LA SALLE ST",2900,60601
+381,16155,21,666,MOON & SUN MART,1421 W 95TH ST,60643
+382,16163,43,717,MAX ENTERPRISES LTD,2500 N LINCOLN AVE,60614
+383,16198,42,743,WINDY,600 E GRAND AVE,60611
+384,16205,2,NaN,"SUNGLASS HUT STORE #3114,835 N MICHIGAN AVE",3114,60611
+385,16215,2,NaN,PAUL STUART CHICAGO INC,875 N MICHIGAN AVE,60611
+386,16227,43,704,JOSEPH MICHAEL'S SALON,1313 N RITCHIE CT 1ST,60610
+387,16242,2,775,THE CHEESECAKE FACTORY,875 N MICHIGAN AVE,60611
+388,16256,42,775,JONETTE PRODUCTS ENT,118 N CLARK ST 10TH,60602
+389,16259,22,814,Pepe's Mexican Restaurant,4810 S LEAMINGTON AVE,60638
+390,16260,42,638,PARIS CLUB,59 W HUBBARD ST,60610
+391,16263,14,775,CHICAGO SPORTS BAR & GRILL INC.,4335 W 47TH ST,60632
+392,16265,16,NaN,"SUPERMERCADO LOS PINOS,2825 W 55TH ST",1ST,60632
+393,16267,2,763,GOLD COAST CAFE,1112 N STATE ST 1ST,60610
+394,16271,17,775,APRIL FOOD & LOUNGE,2340 W 69TH ST 1ST,60636
+395,16275,43,NaN,"J.F.J. DEVELOPMENT CORP.,2506 N CLARK ST",288,60614
+396,16283,18,743,R.J. RICH'S,4356 W FORD CITY DR 1ST,60652
+397,16286,46,775,"FIRST LAO GROCERY,4664 N BROADWAY",1ST,60640
+398,16296,32,638,EL CID TACOS #2,2645 N KEDZIE AVE 1 & 2,60647
+399,16301,42,NaN,SEVEN WORLDWIDE INC,225 W SUPERIOR ST 1ST,60610
+400,16335,43,775,ASIANA RESTAURANT,2546 N CLARK ST 1ST,60614
+401,1635,36,929,E GORNELL & SONS INC,2241 N KNOX AVE,60639
+402,16351,2,NaN,CHARLES R. FELDSTEIN & COMPANY,737 N MICHIGAN AVE 12TH 1230,60611
+403,16352,18,NaN,A & C SHEET METAL CO,3339 W COLUMBUS AVE,60652
+404,16363,23,775,"DUNKIN DONUTS,5448 S PULASKI RD",1,60632
+405,16384,42,775,"BON APPETIT,111 S MICHIGAN AVE",2ND F,60603
+406,1639,42,708,Wintrust Investments LLC,231 S LA SALLE ST 13TH,60604
+407,16395,26,775,LA PERLA TAPATIA INC,3251 W NORTH AVE 1ST,60647
+408,16397,42,775,"THE GALLERY CARNELLI 'S DELI,700 E GRAND AVE",FOOD,60611
+409,16410,27,717,Caoba Mexican Bar & Grill,1350 W RANDOLPH ST,60607
+410,16437,2,916,BIRD'S NEST,2500 N SOUTHPORT AVE,60614
+411,16473,42,774,BOCKWINKEL'S,155 N HARBOR DR 1ST,60601
+412,16482,38,775,LA CAPANNINA COFFEE,7547 W ADDISON ST # 1ST,60634
+413,16491,42,743,HARRY CARAY'S RESTAURANT,33 W KINZIE ST,60610
+414,16497,1,638,BELLA NOTTE,1374 W GRAND AVE,60642
+415,165,7,829,DANIEL SIMPSON,2601 E 83RD ST 1ST,60617
+416,16506,3,763,FAMILY FOOD MARKET INC,5041 S PRAIRIE AVE 1ST,60615
+417,16507,2,638,JACK SULLIVAN'S,2142 N CLYBOURN AVE,60614
+418,16528,37,NaN,ABC AUTOMOTIVE,4755 W GRAND AVE,60639
+419,16540,16,NaN,K & A CENTRAL FOODS,2432 W 63RD ST 1,60629
+420,16547,1,763,PETE'S FOOD & LIQUOR,2556 W ARMITAGE AVE 1ST,60647
+421,16549,42,763,SAHIL TOBACCO,70 E LAKE ST 1ST,60601
+422,16566,21,763,EAGLE'S CORNER GROCERY,8302 S CARPENTER ST,60620
+423,16567,42,NaN,CONVENIENCE STORE,205 W RANDOLPH ST 1ST,60606
+424,16596,25,NaN,"WVAZ FM,800 S WELLS ST",250,60607
+425,16603,31,775,BASKIN ROBBINS/ DUNKIN DONUTS,3039 N CENTRAL AVE,60634
+426,16608,36,775,SCHORSCH VILLAGE IMPROVEMENT,6940 W BELMONT AVE # 1ST,60634
+427,16618,9,666,"CORLISS SHELL,DUNKIN DONUTMR SUB",11100 S CORLISS AVE,60628
+428,16622,25,638,EMERALD CITY RESTAURANT,218 W CERMAK RD 1ST,60616
+429,16625,46,775,MICHAEL'S RESTAURANT INC.,4089-4091 N BROADWAY,60613
+430,16635,4,775,F & S FAST FOODS INC,77 W JACKSON BLVD,60604
+431,16645,38,775,BIJE'S,7455 W IRVING PARK RD,60634
+432,16659,2,774,CRATER FOOD & LIQUOR,1144 N MILWAUKEE AVE,60642
+433,16661,38,NaN,PLEWA VIDEO RENTAL,7553 W ADDISON ST,60634
+434,16662,1,763,BUCK TOWN FOOD & LIQUORS,1950 N MILWAUKEE AVE,60647
+435,16681,3,775,MIDWEST FOOD & LIQUOR,3701 S STATE ST,60609
+436,16711,42,763,D M STORES INC,222 N LA SALLE ST 1ST,60601
+437,16717,9,774,KHALIL'S FOOD & LIQUOR,146 W 103RD ST 1ST,60628
+438,16723,45,774,Fischman Liquors,4780 N MILWAUKEE AVE,60630
+439,16763,2,NaN,GENERAL IRON INDUSTRIES INC,1909 N CLIFTON AVE,60614
+440,16766,42,763,OUICK STOP,111 W MONROE ST,60603
+441,16775,49,775,CAPT'N NEMO,7367 N CLARK ST,60626
+442,16778,40,NaN,BP,2751 W PETERSON AVE 1ST,60659
+443,16781,27,784,ATHENA RESTAURANT,212 S HALSTED ST,60661
+444,16803,45,829,INDEPENDENCE TAP,3932 W IRVING PARK RD 1ST,60618
+445,16805,7,NaN,FRESH WAY FOODS,2600 E 87TH ST,60617
+446,16849,42,NaN,"DRESS BARN #2946,181 W RANDOLPH ST",1ST,60601
+447,16859,21,775,THE NEIGHBORHOOD STORE,8313 S RACINE AVE,60620
+448,16861,35,775,Pierre's II Bakery,2747 N MILWAUKEE AVE,60647
+449,16872,31,NaN,"PS ORNAGECO INC #26601,2638 N PULASKI RD",1ST,60639
+450,16882,33,784,SMALL BAR #1,2956 N ALBANY AVE,60618
+451,16890,26,775,"PODGORSKI SAUSAGE & DELI,2711 W DIVISION ST",1,60622
+452,16899,1,775,"JACK'S PLACE,2917 W ARMITAGE AVE",GROUN,60647
+453,16923,27,829,REDNOFIVE,440 N HALSTED ST 1ST,60642
+454,16939,27,829,PLAYERS BAR AND GRILL,543-551 N OGDEN AVE 1ST,60642
+455,16940,47,NaN,POUR DRINKS & EATS,3358 N ASHLAND AVE 1ST,60657
+456,16943,31,763,CARNICERIA JIMENEZ #2,3850 W FULLERTON AVE 1ST,60647
+457,16964,42,638,"RENAISSANCE CHICAGO HOTEL,1 W WACKER DR",SERV/,60601
+458,16975,37,775,"LAS AMERICAS FOOD& LIQUOR INC.,1156 N PULASKI RD",MAIN,60651
+459,16976,42,717,My Thai Restaurant,230 S DEARBORN ST,60604
+460,16996,42,654,MICHAEL JOHN CONRADI,111 W WASHINGTON ST 4TH 450,60602
+461,1700,36,NaN,CHICAGO DOWEL CO INC,4700 W GRAND AVE 1ST,60639
+462,17016,40,NaN,"O-MI MOTEL,5611 N LINCOLN AVE",1ST,60659
+463,17023,42,776,RAM CIGAR,303 W MADISON ST 1ST LOBBY,60606
+464,17033,42,NaN,"FPL ADVISORY GROUP CO.,200 W MADISON ST",1900,60606
+465,17039,34,775,PHILLIPS 66,9811 S HALSTED ST 1ST,60628
+466,17049,11,NaN,VISION I SYSTEM INC,2416 S CANAL ST 1ST,60616
+467,17065,27,NaN,"INFOCOMM,213 W INSTITUTE PL",103,60610
+468,17074,7,775,MARGARITA'S MEAT MARKET,2709 E 79TH ST,60649
+469,17090,45,638,MC NAMARA'S FOOD & DRINKS,4326-4328 W IRVING PARK RD 1ST,60641
+470,17112,42,NaN,WOLVERINE TRADING LP,175 W JACKSON BLVD # 200,60604
+471,17130,31,743,GOLDEN SWAN I INC.,5142 W BELMONT AVE 1ST,60641
+472,17132,14,NaN,ORION RESTAURANT,5772 S ARCHER AVE,60638
+473,1715,25,NaN,KOLCRAFT ENTERPRISES INC.,1100 W MONROE ST,60607
+474,17151,50,NaN,HOME DEPOT #8598,6211 N LINCOLN AVE,60659
+475,17159,42,NaN,ZACKS INVESTMENT RESEARCH INC,155 N WACKER DR,60606
+476,17164,24,639,PARADISE CLUB,4300 W CERMAK RD,60623
+477,17167,41,775,"MCDONALDS,11601 W TOUHY AVE",1,60666
+478,17179,42,775,PITTSFIELD CAFE,55 E WASHINGTON ST 1ST,60602
+479,17187,11,725,"BRIDGEPORT SHELL,215,-00225 W 31ST ST",GROUN,60616
+480,17188,43,NaN,AAA TICKETS INC,1139 W WEBSTER AVE,60614
+481,17200,6,774,GRAND PALACE SUPERMARKET INC,7131-7133 S STATE ST,60619
+482,17214,1,NaN,DELI ON RICE,833 N WESTERN AVE,60622
+483,17216,14,775,"ROSA'S SUPERMERCADO,3324 W 55TH ST",1,60632
+484,17222,10,774,D & O FOOD & LIQUOR,8700 S COMMERCIAL AVE,60617
+485,17237,32,775,MIKO'S,1846 N DAMEN AVE,60647
+486,17241,31,775,"LA LOMA ""CARNICERIA Y TAQUERIA"",2535 N LARAMIE AVE",1,60639
+487,17243,24,775,J & R FOODS,1300 S SPRINGFIELD AVE,60623
+488,17246,45,708,ILLINOIS HOME IMPROVEMENT CORP,5216-18 N ELSTON AVE,60630
+489,17257,50,NaN,A & P DISCOUNT STORE,2834 W DEVON AVE # 1ST,60659
+490,17271,28,NaN,FLO-LIM HLTH CRE INFO SYS INC,2245 W POLK ST,60612
+491,17280,28,775,DONNIE'S DOWN HOME COOKING,2814 W POLK ST,60612
+492,17285,28,946,Billy Goat Inn,1535 W MADISON ST,60607
+493,17290,2,775,LOEWS THEATERS PIPER'S ALLEY,1608 N WELLS ST 1ST,60614
+494,17291,44,725,SPECKS PARKING,1013 W ROSCOE ST 1ST,60657
+495,17293,36,NaN,ADDISON & AUSTIN BP,6000 W ADDISON ST 1ST,60634
+496,17295,28,775,VAN-LOV INC.,4058 W VAN BUREN ST 1ST,60624
+497,173,6,775,NORMAN'S FOOD & LIQUORS,6647 S HALSTED ST,60621
+498,17304,27,775,HELEN'S PRICE-RITE INC,459 N HAMLIN AVE 1ST,60624
+499,17331,23,775,ZACATACOS,5925 S PULASKI RD,60629
+500,17337,13,775,KING'S CHOP SUEY,4739 W 63RD ST 1ST,60629
+501,17352,46,NaN,BROADWAY SUPERMARKET,4879 N BROADWAY,60640
+502,174,28,829,BIG TWENTY CLUB,4510 W HARRISON ST 1ST,60624
+503,17405,16,775,JOE'S FOOD MARKET,1035 W 59TH ST 1ST,60621
+504,17407,40,775,FOSTER FOOD & LIQUOR,1900 W FOSTER AVE 1ST,60640
+505,17440,14,775,CHICAGO'S COMMUNITY KITCHENS,4100 W ANN LURIE PL 2ND,60632
+506,1745,14,NaN,CHICAGO PACKAGING CO,4340 W 47TH ST,60632
+507,17463,42,763,HOUSE OF BLUES PRESENTED BY CRICKET WIRELESS,329 N DEARBORN ST L1-L4,60654
+508,17483,1,775,"FLAT IRON FOOD MART,1581 N MILWAUKEE AVE",1,60622
+509,17530,21,775,MC DONALDS,8321 S ASHLAND AVE,60620
+510,17540,45,775,"COPERNICUS FOUNDATION,5216 W LAWRENCE AVE",1-3FL,60630
+511,17591,4,829,TANTRUM,1023 S STATE ST,60605
+512,17610,47,775,DUNKIN DONUTS INC,1441 W MONTROSE AVE,60613
+513,17639,25,775,"PIZZA NOVA,INC",1842 W 18TH ST,60608
+514,17658,42,775,"CARIBOU COFFEE CO.INC.,10 S LA SALLE ST",STREE,60603
+515,17674,39,NaN,BRYN MAWR VIDEO,3309 W BRYN MAWR AVE,60659
+516,17680,42,638,"HOLIDAY INN CITY CENTRE,300 E OHIO ST",CENTR,60611
+517,17684,16,775,CHINA EXPRESS,6239 S ASHLAND AVE 1ST,60636
+518,17713,45,763,CONVENIENT FOOD MART,5530 N MILWAUKEE AVE,60630
+519,17716,25,763,PINK MONKEY / NEW YORK STRIP,750 S CLINTON ST 2,60607
+520,17727,20,NaN,PITTMAN PLUMBING AND SEWERAGE,5651 S HALSTED ST 1ST,60621
+521,17732,32,775,A LA TURKA RESTAURANT,3134 N LINCOLN AVE,60657
+522,17733,27,NaN,FULTON FOOD,2959 W FULTON ST,60612
+523,17745,37,775,"PRESTIGE LIQUORS,345 N CENTRAL AVE",E,60644
+524,17755,40,638,"SEOUL DAN LAN,5116 N LINCOLN AVE",1,60625
+525,17760,14,775,LEANARDO'S FAST FOOD,5306 S CENTRAL AVE,60638
+526,1777,18,NaN,KNIGHT PAPER BOX CO,4651 W 72ND ST,60629
+527,17771,42,NaN,"THE CAPITAL GRILLE OF CHICAGO INC.,As of,7/...",633 N ST CLAIR ST 1ST,60611
+528,17774,42,638,MIKE DITKA'S RESTAURANT,100 E CHESTNUT ST 1-2,60611
+529,17784,31,775,CERMAK PRODUCE,4800 W DIVERSEY AVE,60639
+530,17813,27,775,STOP & SHOP INC CHICAGO,333 W NORTH AVE,60610
+531,17841,3,775,BILLY'S PIZZA KING,4 W 55TH ST 1ST,60609
+532,17856,35,775,EAT FIRST RESTAURANT INC,3337 W BELMONT AVE,60618
+533,17859,48,775,THIEN NOODLE RESTAURANT,6241 N CLARK ST 1ST,60660
+534,17865,27,996,VIPER ROOM INC.,1467 N ELSTON AVE,60642
+535,17868,44,717,DREW'S ON HALSTED,3200 N HALSTED ST,60657
+536,17870,33,NaN,AAA EXPERT PLUMBING & SEWER,3659 N KEDZIE AVE 1ST,60618
+537,17886,29,775,RIB PALACE,5607 W CORCORAN PL,60644
+538,17903,43,638,CLARKE'S ON LINCOLN,2441-2445 N LINCOLN AVE,60614
+539,17904,8,666,"USRA FOOD/GAS,7448 S STONY ISLAND AVE",GROUN,60649
+540,17910,20,775,JOE'S GRILL,5102 S RACINE AVE,60609
+541,17922,42,638,THE INDIA GARDEN,247 E ONTARIO ST,60611
+542,17934,42,638,"CARDOZO'S PUB,170 W WASHINGTON ST",BASEMENT,60602
+543,17956,5,763,JORDAN VALLEY,1976 E 73RD ST 1ST,60649
+544,17962,2,NaN,GROSSINGER CITY TOYOTA,1561 N FREMONT ST,60642
+545,17967,8,775,OH HEN MART,9053 S STONY ISLAND AVE 1ST,60617
+546,1801,37,NaN,"AUSTIN COMMUNITY DIALYSIS,4800 W CHICAGO AVE",2A,60651
+547,18013,45,775,7-ELEVEN,6000 W HIGGINS AVE,60630
+548,18014,49,NaN,"ROGERS PARK FRUIT MARKET,7401 N CLARK ST",1,60626
+549,18021,42,775,SUNNY & RAVI CORPORATION,310 W ADAMS ST,60606
+550,18063,14,784,BOHICA BAR & GRILL,5518 S ARCHER AVE,60638
+551,18071,4,NaN,THE UPS STORE #3261,3473 S DR MARTIN LUTHER KING JR DR,60616
+552,18098,11,NaN,PAGER TEK,4666 S HALSTED ST,60609
+553,18108,40,775,"LAWRENCE POULTRY,2741 W LAWRENCE AVE",1ST,60625
+554,18126,42,638,"WESTIN RIVER NORTH CHGO HOTEL,320 N DEARBORN ST",SERVI,60610
+555,18159,26,NaN,"MIDWAY MOVING & STORAGE,INC.,2727 W CHICAGO AVE",1,60622
+556,18164,25,NaN,"G.A.C.C.INC,125 S RACINE AVE",1,60607
+557,18183,12,NaN,"DISCOTECA,LIZDE,3101 W 26TH ST",BOOTH,60623
+558,18184,20,763,TWINS FOOD & LIQUOR,5440 S HALSTED ST,60609
+559,18216,43,638,"HANABI JAPANESE RESTAURANT,806 W WEBSTER AVE",1,60614
+560,18246,45,NaN,"DIAMOND HOME SERVICE,5030 W LAWRENCE AVE",1,60630
+561,18254,19,763,"CORRIGAN'S PUB,3047 W 111TH ST",1,60655
+562,18265,32,775,CAFE MATOU,1846-1848 N MILWAUKEE AVE,60647
+563,18277,42,763,UNDERGROUND CHICAGO,56 W ILLINOIS ST,60610
+564,183,43,775,CHEZ MOI,2100 N HALSTED ST,60614
+565,18330,41,775,THE MECCA RESTAURANT,6666 N NORTHWEST HWY 1,60631
+566,18332,35,638,FIESTA MAGICA,4118-4120 W ARMITAGE AVE,60639
+567,18340,27,775,"GREG CHRISTIAN CATERING INC,1103 W GRAND AVE",1,60642
+568,18346,38,775,CHINA EXPRESS,4640 N CUMBERLAND AVE,60656
+569,18347,16,NaN,VONDRAK PUBLISHING CO INC,6225 S KEDZIE AVE,60629
+570,18394,30,775,PARTY HOUSE,6112 W DIVERSEY AVE,60639
+571,18419,32,638,"DUNLAYS ON THE SQUARE,3137-3139 W LOGAN BLVD",1,60647
+572,18428,42,785,SMOKEY HOLLOW,343 W ERIE ST 1ST #,60610
+573,18430,14,786,CARNITAS DON RAFA INC,4619 S KEDZIE AVE 1ST,60632
+574,18452,22,NaN,PANCHO'S,4055 W 31ST ST,60623
+575,18471,32,775,PLAZZIO RESTUARANT,1889 -1891 N WINNEBAGO AVE 1ST,60647
+576,18483,47,775,LA AMISTAD MEXICAN RESTAURANT,1914 W MONTROSE AVE,60613
+577,18493,25,725,LOTS OF CHICAGO INC.,555 W HARRISON ST 1ST,60607
+578,18515,47,775,JIM'S GRILL VEGETARIAN,1429 W IRVING PARK RD,60613
+579,18563,42,763,VOLARE,201 E GRAND AVE 1ST,60611
+580,18596,28,NaN,TAYSON FOOD MART,4153 W MADISON ST,60624
+581,18608,19,NaN,J & L BEAUTY SUPPLY,2341 W 95TH ST 1ST,60643
+582,18619,7,NaN,2701 SALIM CORP,2701 E 79TH ST 1ST,60649
+583,18636,1,775,FULLERTON CALIFORNIA BP,2800 W FULLERTON AVE,60647
+584,18670,25,728 | 609 | 611,Petsmart #1658,1101 S CANAL ST,60607
+585,18713,19,775,ROSATIS PIZZA,3150 W 111TH ST 1ST,60655
+586,18731,50,775,SUKHADIA SWEETS & SNACKS,2557-2559 W DEVON AVE,60659
+587,18739,11,775,FRESH FOOD MARKET CORP,3001 S HALSTED ST 1ST,60608
+588,18757,1,775,ACCANTO,2171 N MILWAUKEE AVE,60647
+589,18760,30,763,"KUROWSKI SAUSAGE SHOP & RICH,2976,-2978 N MILWAUKEE AVE",1,60618
+590,18772,6,NaN,NOT FAR FROM A DOLLAR,7332 S HALSTED ST,60621
+591,18784,28,774,ICE HOUSE LIQUORS,356 N CICERO AVE 1,60644
+592,18785,40,NaN,7-ELEVEN DOMY CORP,5562 N LINCOLN AVE,60625
+593,18786,42,NaN,"300 CONCESSION SHOP INC.,300 E RANDOLPH ST",1ST,60601
+594,1880,14,NaN,BURLINGTON NORTHERN & SANTA FE,3611 W 38TH ST 1ST,60632
+595,18803,41,666,HARLEM-HIGGINS MOBIL,7159 W HIGGINS AVE 1ST,60656
+596,1881,42,NaN,"MEREDITH CORP.,333 N MICHIGAN AVE",1500,60601
+597,18811,43,763,KREM,1749 N WELLS ST BSMT,60614
+598,18818,31,NaN,D & Z DOM KSIAZKI,5507 W BELMONT AVE 1ST,60641
+599,18834,47,775,THE PERFECT CUP INC,4700 N DAMEN AVE,60625
+600,18858,42,775,DUNKIN DONUTS BASKIN ROBBINS,222 W MERCHANDISE MART PLZ 203,60654
+601,18859,24,708,TALL CITY STAGE & CINEMA,3100 W FILLMORE ST 1,60612
+602,18875,19,673,GORMAN CONSTRUCTION COMPANY,10525 S CAMPBELL AVE 1ST,60655
+603,18893,35,775,PONCITLAN RESTAURANT NO 2,4003 W ARMITAGE AVE # 1,60639
+604,18896,42,NaN,"BRIAN'S JUICE BAR & DELI.,80 E LAKE ST",1,60601
+605,189,16,763,WILLIAMS INN,5701 S ASHLAND AVE,60636
+606,18937,1,775,HANDLEBAR CHICAGO,2311 W NORTH AVE 1ST,60647
+607,18941,42,774,GOURMET PANTRY,155 N MICHIGAN AVE,60601
+608,18945,49,NaN,RENT-A-CENTER #D55,6718 N CLARK ST SR 1,60626
+609,1896,41,775,"STARBUCKS,11601 W TOUHY AVE",G CON,60666
+610,18969,10,775,"L & G FAMILY RESTAURANT INC,10401 S TORRENCE AVE",1,60617
+611,18986,50,775,U LUCKY DAWG,6821 N WESTERN AVE,60645
+612,19,43,829,BURWOOD TAP,724 W WRIGHTWOOD AVE,60614
+613,19017,42,638,CROWNE PLAZA CHGO-THE SILVERSMITH,10 S WABASH AVE,60603
+614,19046,48,775,QUICK STOP PANTRY,5357 N CLARK ST 1ST,60640
+615,19064,6,NaN,BELLA CONSTUCTION OF ILLINOIS,616 E 71ST ST # 1ST,60619
+616,19071,11,NaN,C.P. INTERNATIONAL DESIGNS,2201 S HALSTED ST 3RD,60608
+617,19072,42,NaN,"BRIDGET CHRISTIAN DESIGNS,5 S WABASH AVE",2103,60603
+618,191,43,763,HAPPY'S BAMBOO BAR & LOUNGE,2247 N LINCOLN AVE 1,60614
+619,19106,23,NaN,"A-1,SMART START OF GREATER CHICAGO",5635 W 55TH ST 1ST,60638
+620,19108,16,NaN,SEATON TRUCKING INC.,6229 S HOYNE AVE,60636
+621,1913,24,817,KAGAN INDUSTRIES DIVISION,1101 S KILBOURN AVE,60624
+622,19135,32,NaN,CASE CENTRAL DAYCARE CENTER,2222 N KEDZIE BLVD BSM - 3RD,60647
+623,19150,33,NaN,"DMORENO CONSTRUCTION INC,3460 W LAWRENCE AVE",2,60625
+624,19160,10,775,EL JACALITO,8465 S COMMERCIAL AVE 1ST,60617
+625,19165,4,743,"MANHATTAN'S ON DEARBORN,415 S DEARBORN ST",#4,60605
+626,19166,47,775,LAKEVIEW BILLIARD CAFE,3449 N LINCOLN AVE,60657
+627,19168,3,666,BP AMOCO,3101 S MICHIGAN AVE 1ST,60616
+628,19171,31,NaN,"EXECUTIVE TOUR 1 INC.,4612 W DIVERSEY AVE",B,60639
+629,19258,8,NaN,LP'S WASH-O-MATIC,8932 S COTTAGE GROVE AVE # 1,60619
+630,19271,30,NaN,"JANECE MERROW & DIE CUT,6126 W NELSON ST",1ST,60634
+631,19285,44,NaN,BARRY CLEANERS,3054 N SHEFFIELD AVE,60657
+632,19293,35,775,"LA PANADERIA CENTRAL BAKERY,4348 W ARMITAGE AVE",1ST,60639
+633,19295,30,NaN,"POLO OPTYKA,3021 N MILWAUKEE AVE",1ST,60618
+634,19312,39,NaN,"KEYSTONE ACE HARDWARE,4050 W LAWRENCE AVE",1ST,60630
+635,19340,10,NaN,CRONIMET,10602-40 S BUFFALO AVE,60617
+636,19367,12,NaN,"SILVER TOWN,3101 W 26TH ST",A2,60623
+637,19384,50,775,JUNG DONG RESTAURANT,6320 N LINCOLN AVE,60659
+638,19390,50,775,MEDITERRANEAN PITA HOUSE,2401 W DEVON AVE,60659
+639,19416,42,763,HOULIHAN'S,111 E WACKER DR,60601
+640,19420,27,638,LA SCAROLA,721 W GRAND AVE 1ST,60654
+641,19480,11,NaN,"K & R MOBILE SERVICE,2521",-02523 S ARCHER AVE 1ST,60608
+642,1949,42,NaN,THE BOSTON CONSULTING GROUP,200 S WACKER DR,60606
+643,19514,25,775,"LA MICHOACANA,2049 W CERMAK RD",1ST,60608
+644,19544,23,775,"HARMONY RESTAURANT,6525 W ARCHER AVE",1,60638
+645,19562,17,775,"RAINBOW GROCERY,2003 W 69TH ST",1ST,60636
+646,19580,16,NaN,LOPEZ REMODELING,5821 S CLAREMONT AVE 1ST,60636
+647,19587,42,NaN,"MERILEE ELLIOTT INTERIORS,222 W MERCHANDISE MART PLZ",1533A,60654
+648,19608,42,NaN,"DAYAL RESOURCES INC,150 E HURON ST",1102,60611
+649,19617,43,NaN,"THE UPS STORE,2038 N CLARK ST",1ST,60614
+650,19637,47,NaN,AAA CONSTRUCTION CORP,4314 N CLAREMONT AVE,60618
+651,19645,20,NaN,JACKSON HEWITT TAX SERVICE,4858 S ASHLAND AVE 1ST,60609
+652,19648,4,638,"CALYPSO CAFE,5211 S HARPER AVE",2ND L,60615
+653,19659,43,763,JOHN'S FINER FOODS,1950 N SEDGWICK ST,60614
+654,197,27,775,ONE ELEVEN FOOD & LIQUOR INC,111 N KEDZIE AVE,60612
+655,1970,21,NaN,PAYLESS SHOE SOURCE #6544,112 W 87TH ST,60620
+656,19711,19,NaN,LEONARD & SON CONSTRUCTION INC,10321 S HOMAN AVE # 1,60655
+657,1974,34,NaN,HEAT TREAT CORP OF AMERICA,1120 W 119TH ST,60643
+658,19755,20,NaN,SANFRATELLO CONSTRUCTION,4910-4914 S PAULINA ST,60609
+659,1977,42,NaN,CMD CORPORATION,227 W MONROE ST,60606
+660,19780,42,NaN,"STRIKER SECURITIES,141 W JACKSON BLVD",3602,60604
+661,19796,29,602,EUROPEAN QUALITY TUCKPOINTING,7032 W BELMONT AVE 1,60634
+662,19818,8,775,"POPEYE'S CHICKEN & BISCUITS,7430 S STONY ISLAND AVE",1,60649
+663,19841,29,816,"REFURBISHED OFFICE ENVIRONMENT,905 S MENARD AVE",1,60644
+664,19852,34,775,WENDY'S OLD FASHIONED HAMBURGER,758 W 117TH ST,60628
+665,1986,25,NaN,"ELASTOMER PROCESSING GROUP,2448 W 24TH ST",1ST F,60608
+666,19869,32,NaN,DELJO HEATING & COOLING INC,2700 N CAMPBELL AVE,60647
+667,19871,43,775,7 - ELEVEN,2264 N CLARK ST,60614
+668,19888,19,NaN,LC CONSULTING & PROPERTY SERVICES,11001 S FAIRFIELD AVE,60655
+669,19891,42,NaN,"NOVION LLC,303 W ERIE ST",309,60610
+670,19902,42,NaN,"C & B TABBACO,29 S LA SALLE ST",LOBBY,60603
+671,19916,42,NaN,PETCO #1965,440 N ORLEANS ST,60610
+672,1994,41,NaN,ARTISTRY ENGRAVING EMBOSSING,6000 N NORTHWEST HWY,60631
+673,19965,30,NaN,INTERNET REAL ESTATE LTD,5904 W FULLERTON AVE,60639
+674,19976,39,NaN,"TEAM CONSTRUCTION,6348 N MILWAUKEE AVE",309,60646
+675,19979,38,NaN,FRAMAR,6021 W GIDDINGS ST 1ST,60630
+676,200,12,NaN,MI TIERRA-SOUTH,2528 S KEDZIE AVE 1,60623
+677,2000,12,NaN,B & J WIRE INC,1965 W PERSHING RD E BLDG,60609
+678,20019,42,NaN,GLOBAL INDUSTRIES MIDWEST,222 W MERCHANDISE MART PLZ 10 1035,60654
+679,2003,36,775,LITTLE CAESAR PIZZA #1729,2839 N NARRAGANSETT AVE 1 1,60634
+680,200332,44,763,lakeview food mart,711 W BELMONT AVE,60657
+681,200546,42,NaN,COHEN GORENSTEIN LLC,319 S JEFFERSON ST FL00R 3,60661
+682,200552,10,829,LEMON TREE TOO INC.,10400 S MUSKEGON AVE,60617
+683,20062,50,NaN,"NEW DEVON VIDEO,2304 W DEVON AVE",1ST,60659
+684,200663,15,775,WOOD FOOD MART,5600 S WOOD ST 1ST,60636
+685,200738,42,775,FAIRFIELD INN & SUITES - DOWNTOWN CHICAGO,216 E ONTARIO ST,60611
+686,200885,42,775,NAHA RESTAURANT,500 N CLARK ST,60654
+687,201011,37,NaN,"QUEEN NAIL,5430 W CHICAGO AVE",N5,60651
+688,20102,23,775,TACO BELL #2513,6944 S ARCHER AVE,60638
+689,201038,32,NaN,ARCHITECTURAL DESIGN CON,2342 N DAMEN AVE 1,60647
+690,20105,1,775,TIP TOP LIQUOR,2700 W NORTH AVE,60647
+691,201182,4,638,COSMIC CAFE,1300 S LAKE SHORE DR,60605
+692,201215,42,NaN,"PARTNERS IN LOYALTY MARKING INC,343 W ERIE ST",500,60610
+693,201312,35,NaN,ANGIE'S BRIDAL SHOP,2912 N MILWAUKEE AVE,60618
+694,20145,25,775,REN WAU TONG,2402 S WENTWORTH AVE,60616
+695,201471,42,NaN,HABERDASHER SQ LOFTS CONDO,728 W JACKSON BLVD,60661
+696,201489,25,775,ST. IGNATIUS COLLEGE PREP INC.,1076 W ROOSEVELT RD 1,60608
+697,201501,27,911,Nordstrom Rack #268,1551 N SHEFFIELD AVE 1 AND 2,60642
+698,201540,26,673 | 602,C & W Building Services,3915 W ARMITAGE AVE 1ST,60647
+699,20163,21,775,MC DONALD'S # 3173,9540 S HALSTED ST,60628
+700,201638,42,775,Tuscany Cafe,520 N MICHIGAN AVE # 429,60611
+701,201648,42,NaN,MONROE LOBBY SHOP INC,525 W MONROE ST 1ST,60661
+702,20166,47,775,EL TRIGAL BAKERY,4839 N DAMEN AVE 1ST,60625
+703,201684,17,NaN,LANDMARK LIQUIDATIONS,1712 W 79TH ST 1ST,60620
+704,201696,27,NaN,KEVIN HORAN PHOTOGRAPHY,2156 W FULTON ST,60612
+705,201781,21,775,PETE'S QUALITY MEATS,255 W 95TH ST,60628
+706,201786,44,775,LOWCOUNTRY,3343 N CLARK ST BSMT & 1ST,60657
+707,201788,28,775,DJ CHICAGO SUB,4803 W MADISON ST,60644
+708,20189,38,775,DAIRY QUEEN BRAZER,5636 W IRVING PARK RD 1ST,60634
+709,201918,42,NaN,"SYNCHRONOUS SOLUTIONS INC.,200 W MADISON ST",2150,60606
+710,20192,32,638,BAR LOUIE - BUCKTOWN,1704 N DAMEN AVE 1ST,60647
+711,202029,28,NaN,IRON MOUNTAIN RECORDS MANAGEMENT,2604 W 13TH ST,60608
+712,20209,27,775,BIG DELICIOUS PLANET,412 N WOLCOTT AVE 1,60622
+713,202121,11,NaN,UPBEAT MUSIC,2800 S WENTWORTH AVE 1,60616
+714,20214,33,638,CAFE RITMO LATINO,2554-2556 W DIVERSEY AVE,60647
+715,202140,28,NaN,UNITED AUTO GROUP INC.,516 N CICERO AVE,60644
+716,202155,42,NaN,ALLSTEEL INC.,222 W MERCHANDISE MART PLZ 11 1120-26,60654
+717,202180,43,775,CARNIVAL GROCERY STORE,458 W DICKENS AVE,60614
+718,202189,11,NaN,STOCKYARDS CORRUGATED PACKAGING CORPORATION,4150 S PACKERS AVE,60609
+719,20219,27,775,ART'S DRIVE INN,1333 W NORTH AVE 1ST,60622
+720,20220,50,775,F.K. FOOD MART,7411 N WESTERN AVE,60645
+721,202201,12,NaN,AAPEX,1900 W 43RD ST,60609
+722,202213,23,NaN,FLYING FOOD GROUP LLC,5575 S ARCHER AVE,60638
+723,202224,40,NaN,SERGIO SUAREZ,2715 W LAWRENCE AVE,60625
+724,202320,42,NaN,KINDERCARE LEARNING CENTERS,446 E ONTARIO ST,60611
+725,202352,32,775,DENNY'S DEN,1225 W BELMONT AVE,60657
+726,202356,14,775,"EL RINCON NORTENO,INC",3300 W 55TH ST,60632
+727,202410,6,894,NUBIAN KINKS HAIR SALON,352 E 87TH ST 1,60619
+728,202452,2,774,LAKE SHORE GROCERIES,900 N LAKE SHORE DR,60611
+729,202453,31,775,BARBAKAN RESTAURANT,3143-3145 N CENTRAL AVE 1ST,60634
+730,202461,42,NaN,"IACE TRAVEL,111 N WABASH AVE",2108,60602
+731,202514,28,666,GAS & FOOD,1549 W ROOSEVELT RD,60608
+732,202529,36,NaN,ONE WAY CONSTRUCTION INC.,6226 W ADDISON ST,60634
+733,202589,27,NaN,JEANNE HENDERSON,2805 W WASHINGTON BLVD 3RD FLR,60612
+734,20259,42,775,BURRITO BEACH,500 W MADISON ST,60661
+735,202604,32,NaN,UNITED RESIDENTAL SERVICES AND REAL ESTATE INC.,2355 N DAMEN AVE,60647
+736,202606,12,NaN,AAA CHICAGO CARTAGE,1500 W 33RD ST,60608
+737,202624,31,NaN,ALINA AUT0 GLASS INC,5129 W DIVERSEY AVE,60639
+738,202630,37,NaN,R SKID RECYCLING,1334 N KOSTNER AVE 1ST,60651
+739,202648,14,785,MAD ANTHONY'S SPORTS BAR & GRILL,3346 W 47TH ST,60632
+740,202649,41,NaN,George's Quality Remodeling,5330 W DEVON AVE,60646
+741,202719,14,NaN,LIQUOR DEPOT,5114 S KNOX AVE,60632
+742,20286,31,NaN,"ELINOR HOTEL,3216 N CICERO AVE",1,60641
+743,20288,35,775,DUNKIN DONUTS/BASKIN ROBBINS,3427 W DIVERSEY AVE,60647
+744,2029,47,NaN,E R MOORE CO,1810 W GRACE ST,60613
+745,202938,45,NaN,D & N CONSTRUCTION INC.,4933 N MULLIGAN AVE,60630
+746,202984,46,775,Kit Kat Lounge and Restaurant,3700 N HALSTED ST 1ST,60613
+747,20302,44,638,TWIST A TAPAS CAFE,3412 N SHEFFIELD AVE 1ST,60657
+748,203029,1,829,BAR THIRTEEN,1944 W DIVISION ST,60622
+749,203033,24,775,SOLID GOLD,3821-3823 W ROOSEVELT RD,60624
+750,20310,10,NaN,LA CIENEGA SUPER FOOD INC,10736 S EWING AVE,60617
+751,20317,29,775,SORRENTO'S PIZZERIA & CUCINA,2743 N HARLEM AVE,60707
+752,203231,43,775,SUSHI O SUSHI,346 W ARMITAGE AVE LOWER LEVEL,60614
+753,203270,34,NaN,AMERICA'S FINANCIAL CHOICE INC.,10302 S HALSTED ST,60628
+754,203280,44,784,CASEY MORAN/ THE IVY,3660-3662 N CLARK ST 1,60613
+755,203340,22,775,HOMAN FOOD,3001 S HOMAN AVE,60623
+756,20335,27,775,CITY POOL HALL,640 W HUBBARD ST,60654
+757,203366,42,638,Fox & Obel Food Market,401 E ILLINOIS ST 1ST,60611
+758,203395,42,743,NEDERLANDER THEATRE,24 W RANDOLPH ST,60601
+759,203400,8,NaN,ELVIS H. SMITH,7613 S BENNETT AVE 2,60649
+760,203414,22,763,ZAVALA'S GROCERY STORE INC,2657 S KOLIN AVE,60623
+761,203473,42,NaN,THE UPS STORE #2027,207 E OHIO ST,60611
+762,20353,48,775,CASTLE FOOD & LIQUOR,1128 W THORNDALE AVE 1ST,60660
+763,203567,46,NaN,COMPREHENSIVE COMPUTER INSTITUTE,4545 N BROADWAY,60640
+764,203569,20,NaN,"BILL'S,RECYCLE SHOP",1152 E 63RD ST,60637
+765,203580,15,NaN,GEMELOS FOOD/ CHECK CASHING SERVICES,4300 S MOZART ST,60632
+766,203585,22,NaN,WVON RADIO,3350 S KEDZIE AVE,60623
+767,203678,14,NaN,LOS ANGLES GROCERY,5200 S CALIFORNIA AVE,60632
+768,20372,25,NaN,"VACANT PROPERTY SECURITY INC,329 W 18TH ST",714,60616
+769,203771,42,723,7/5/13 - 7/7/13 22nd Annual Chicago Tribune N....,435 N MICHIGAN AVE,60611
+770,20380,27,775,LA SARDINE INC.,111 N CARPENTER ST 1ST,60607
+771,20387,11,NaN,CAR ONE AUTO REPAIR & MORE,3042 S QUINN ST,60608
+772,203872,41,NaN,ULTRA IMAGE,7212 W TOUHY AVE,60631
+773,203893,45,NaN,CRAFTON PROFESSIONAL BUILDING RENOVATIONS INC,4761 N MILWAUKEE AVE,60630
+774,203907,41,NaN,GATEWAY CONCRETE FORMING,6748 N DOWAGIAC AVE,60646
+775,203939,32,NaN,DOLORES HAIR DESIGN UNISEX,2610 N CALIFORNIA AVE,60647
+776,203944,32,775,Chicago's Pizza,3114 N LINCOLN AVE,60657
+777,203947,27,NaN,BRIAN HALL INC.,679 N MILWAUKEE AVE,60642
+778,203965,42,814,Green Door Tavern,470 W ERIE ST,60654
+779,203978,10,864,"CHICAGO & ILLINOIS RIVER MARKETING,LLC",11700 S TORRENCE AVE,60617
+780,203983,44,775,"Billy Goat Tavern & Grill,V Inc.",3516 N CLARK ST,60657
+781,203996,46,NaN,GRACEWAY MEDICAL CENTER,4108 N SHERIDAN RD,60613
+782,204038,45,NaN,AMERICAN PRIDE HEATING A COOLING,5052 N LONG AVE,60630
+783,204068,6,NaN,AMERICAN PRODUCT DISTRIBUTORS - ILLINOIS,7000 S SOUTH CHICAGO AVE,60637
+784,204079,7,NaN,ITALIA RETAIL,2312 E 75TH ST,60649
+785,204086,42,638,The Dearborn Diner,445-449 N DEARBORN ST,60610
+786,204093,47,NaN,JUNETEENTH PRODUCTIONS,1807 W SUNNYSIDE AVE 2 2C,60640
+787,204096,44,NaN,TWEETER,2828 N CLARK ST,60657
+788,20411,18,NaN,WESTERN CITGO,8258 S WESTERN AVE,60620
+789,204177,30,709,PIETRYKA FUNERAL HOME,5734-40 W DIVERSEY AVE,60639
+790,204266,31,779 | 712,STANLEY TIRE SHOP,3021 N CENTRAL AVE,60634
+791,204285,20,NaN,THIS AND THAT SPORTSWEAR,6630 S DR MARTIN LUTHER KING JR DR,60637
+792,20431,27,775,CHARLATAN,1329 W CHICAGO AVE,60642
+793,204334,22,929,Kodiak LLC,4320 S KNOX AVE,60632
+794,204389,24,NaN,QUALITY MASTER WELD,4435 W FIFTH AVE,60624
+795,204402,42,NaN,"TALENT TREE OF CALIFORNIA INC,120 N LA SALLE ST",1100,60602
+796,204422,2,NaN,CHICAGO BUILDERS SUPPLY,1651 N ELSTON AVE,60622
+797,204435,25,NaN,"MARKETERNET LLC,400 S GREEN ST",H,60607
+798,204472,30,NaN,GOOD FURNITURE,4054 W BELMONT AVE,60641
+799,204495,29,673,J & SONS REPAIR,1632 N MONITOR AVE,60639
+800,204508,40,NaN,AAMCO TRANSMISSIONS,5650 N WESTERN AVE,60659
+801,204602,42,NaN,FILMTEKNIK INC,70 E LAKE ST 16 1600,60601
+802,204633,28,673,BROOKS BROS SERVICES INC,4231 W MADISON ST,60624
+803,204658,42,NaN,"VTS CONSULTING SERVICES,29 S LA SALLE ST",333,60603
+804,204682,5,NaN,HASSAN'S HAIR DESIGNS,1705 E 55TH ST,60615
+805,20469,14,775,CENTRO MARKET,5153-59 S KEDZIE AVE 1ST,60632
+806,20474,32,774,ALWAYS OPEN - SUBWAY,1704 N MILWAUKEE AVE,60647
+807,204785,16,NaN,FT MOTORS,5921-5929 S ASHLAND AVE,60636
+808,20489,27,784,ESTATE ULTRA BAR,1177 N ELSTON AVE 1,60642
+809,2049,42,NaN,POLYSYSTEMS INC.,30 N LA SALLE ST,60602
+810,204923,32,784,PREGO,2901 N ASHLAND AVE,60657
+811,205,4,774,ONE STOP FOOD & LIQUOR STORE,4301-4323 S LAKE PARK AVE,60653
+812,205005,1,638,PENNY'S NOODLE SHOP,1542 N DAMEN AVE,60622
+813,205033,27,774,Galleria Liqueurs,1559 N WELLS ST,60610
+814,205038,45,NaN,AKORN BUILDERS & DEVELOPERS INC,5015 W LAWRENCE AVE 1 204,60630
+815,205050,12,NaN,THE STOP,2551 S SPAULDING AVE,60623
+816,205078,35,638,ASOCIACION SOCIAL DEL AZUAY,3747-3751 W MONTROSE AVE,60618
+817,20512,37,763,SUPER LOW FOODS,5300 W CHICAGO AVE,60651
+818,205120,14,NaN,MARIA CONTRERAS,4644 S TROY ST,60632
+819,205144,42,638,Palmer House Hilton,17 E MONROE ST,60603
+820,20516,33,774,FOREMOST LIQUORS,4616 N KEDZIE AVE 1ST,60625
+821,205186,9,NaN,P & P CONSTRUCTION,10215 S ST LAWRENCE AVE 2 2,60628
+822,205212,39,724,EVENTIVE INC,4551 N KILBOURN AVE,60630
+823,205361,30,NaN,NEW AMERICA CO,3411 N MILWAUKEE AVE,60641
+824,20541,22,NaN,FRUTERIA LA NUEVA IMAGEN #2,2459 S MILLARD AVE,60623
+825,20548,20,NaN,SUPER MOTEL,6625 S DR MARTIN LUTHER KING JR DR,60637
+826,20549,8,775,TWO BLUE FOODS INC,702 E 100TH PL,60628
+827,205561,41,NaN,"HQ GLOBAL WORKPLACES INC.,8700 W BRYN MAWR AVE",800S,60631
+828,205630,42,763,LUXBAR,18-20 E BELLEVUE PL,60611
+829,205651,37,NaN,IVETTE'S AUTO SALES,5009 W NORTH AVE,60639
+830,205657,42,638,PETTERINO'S / DO-RITE DONUTS,50 W RANDOLPH ST LOWER LEVEL,60601
+831,205658,30,929,NATIONAL POWER CORPORATION,4330 W BELMONT AVE,60641
+832,20568,42,638,BAISI THAI,900 N MICHIGAN AVE LG 6,60611
+833,205685,35,NaN,STAR LINK WIRELESS INC,4445 N PULASKI RD,60630
+834,20570,24,763,A & Z AMOCO,3803 W ROOSEVELT RD,60624
+835,20582,11,763,SOUTH SIDE FUEL CTR/DUNKIN DOUGHNUTS,970 W PERSHING RD,60609
+836,20589,24,763,ADAM'S FOOD MART PLUS,1339 S HOMAN AVE 1ST,60623
+837,205902,39,NaN,BRYNMAWR GIFT INC,3354 W BRYN MAWR AVE,60659
+838,205945,12,864,MID-WEST INSTITUTIONAL FOOD DISTRIBUTORS INC.,3100 W 36TH ST,60632
+839,205970,39,NaN,AXIS RESPONSE GROUP LLC,5801 N KIRBY AVE,60646
+840,205980,3,763,"J & J,FISH & CHICKEN",8 E CERMAK RD,60616
+841,205990,1,NaN,ARROW,1452 W CHICAGO AVE,60642
+842,20605,33,NaN,3 STARS AUTO BODY & MUFFLER,3009-3011 W LAWRENCE AVE 1,60625
+843,206103,42,NaN,SCCS,120 W MADISON ST 12 1216,60602
+844,206224,19,720,BROTHER RICE HIGH SCHOOL,10001 S PULASKI RD,60655
+845,206253,13,NaN,WILLIE'S WAX WORKS,6048 W 63RD ST,60638
+846,206261,22,763,Supermercado Santos,4045-4047 W 31ST ST,60623
+847,206268,12,814,el cabrito,2700 S ROCKWELL ST,60608
+848,206282,1,NaN,LUDITAS FLOWER SHOP,2949 W ARMITAGE AVE,60647
+849,206313,42,638,PENINSULA CHICAGO LLC,108 E SUPERIOR ST,60611
+850,206341,19,NaN,AUTOMATED ACCOUNTING SERVICE,1800 W 95TH ST,60643
+851,206426,25,774,TAYLOR STREET FOOD & LIQUOR,1152 W TAYLOR ST,60607
+852,206437,48,NaN,CAR SOURCE INC.,6025 N CLARK ST,60660
+853,20649,42,NaN,"HOEGH AUTOLINERS INC.,125 S WACKER DR",1080,60606
+854,206494,8,NaN,POWER SUDS,1701 E 75TH ST,60649
+855,206519,43,NaN,SLITHERS INC,2551 N CLARK ST,60614
+856,206580,36,775,QUITE FRANKLY,1919 N CICERO AVE,60639
+857,206589,31,NaN,ANN'S CLEANER'S DRY CLEANER,4951 W ADDISON ST,60641
+858,20659,27,NaN,A THRU Z MESSENGER & DRIVER LEASING,1006 W RANDOLPH ST 1,60607
+859,206598,41,NaN,DAVINCI CONSTRUCTION AND DESIGN INC,5045 N HARLEM AVE,60656
+860,206614,42,745,LIFESTART WELLNESS NETWORK,111 N CANAL ST 1ST 150,60606
+861,20664,26,763,K & M FOOD MART INC,3022-3024 W WABANSIA AVE,60647
+862,206658,31,929,OK WORKS,4257 W DRUMMOND PL 1ST,60639
+863,206660,39,638,RASMOS,4788 N ELSTON AVE # 1ST,60630
+864,206673,30,929,MASTER MACHINE PRODUCTS INC,3220 N KILPATRICK AVE,60641
+865,206741,6,NaN,FOOTWORKS DANCE STUDIO,400 W 76TH ST,60620
+866,206744,9,NaN,PHILIP SERVICES - ALLWASTE CONTAINER SERVICES...,803 E 120TH ST,60628
+867,20678,11,708,ACCUTEK GRAPHICS COMPANY,2521 S HALSTED ST 1ST,60608
+868,20679,18,775,D A 'S DELI,2926 W COLUMBUS AVE,60652
+869,20682,25,NaN,M WELLS PRINTING CO,329 W 18TH ST,60616
+870,206822,45,704,GUNNISON SPA,6338 W GUNNISON ST,60630
+871,206830,42,NaN,COMSCORE INC.,233 S WACKER DR 34TH 3400,60606
+872,206840,25,775,CHURRERIA LA BARCA,2214 S WOLCOTT AVE,60608
+873,206852,22,678,PAWS CHICAGO,3516 W 26TH ST 2ND,60623
+874,206869,12,NaN,THREE J FORMAL WEAR,3234 W 26TH ST,60623
+875,20688,39,NaN,MASTERTYPE & PRINT COMPANY,6312 N MILWAUKEE AVE,60646
+876,206899,49,NaN,ST. THOMAS HEALTH CARE INC,7551 N RIDGE BLVD,60645
+877,206933,42,897,PRISM CAPITAL,444 N MICHIGAN AVE 19TH 1910,60611
+878,206963,12,NaN,CIRCUS HNOS VAZQUEZ INC,4200 S ASHLAND AVE,60609
+879,206981,35,NaN,LINE VIDEO,3625 W LAWRENCE AVE 1ST,60625
+880,206999,42,NaN,"Hilligoss Galleries Inc.,520 N MICHIGAN AVE",420,60611
+881,20704,3,666,ECONOGAS,4248 S WENTWORTH AVE GROUND,60609
+882,207043,1,775,Flying Saucer,1123 N CALIFORNIA AVE,60622
+883,207077,12,NaN,CRYSTAL WINDOWS & DOORS CORP,1300 W 35TH ST,60609
+884,207081,38,NaN,MAGGIE FASHION LTD,3749 N HARLEM AVE,60634
+885,207082,29,NaN,CHICAGOLAND EQUIPMENT AND SUPPLY,5075 W LEXINGTON ST 1ST,60644
+886,207150,41,720,RESURRECTION HIGH SCHOOL,7500 W TALCOTT AVE,60631
+887,207155,6,NaN,TAX CENTERS OF AMERICA,754 E 79TH ST,60619
+888,207166,27,NaN,WFM STUDIOS INC,224 N ADA ST,60607
+889,20720,15,NaN,JEN-SKO-VEC-MACHINING ENG CO,5335 S WESTERN AVE,60609
+890,207203,2,NaN,"FRENCH CONNECTION,835 N MICHIGAN AVE",502,60611
+891,207245,2,NaN,CH ROBINSON COMPANY INC.,1840 N MARCEY ST,60614
+892,207268,6,816,AT&T Illinois,6962 S COTTAGE GROVE AVE,60637
+893,207283,42,775,PANERA BREAD # 8003,600 W VAN BUREN ST 1ST 102,60607
+894,207299,38,775,MR T'S LITTLE VILLAGE RESTAURANT,7317 W IRVING PARK RD 1,60634
+895,207301,40,720,THE NEO-FUTURISTS,5153 N ASHLAND AVE,60640
+896,207404,11,NaN,RODWAN GALLERY,2884 S ARCHER AVE,60608
+897,207412,42,NaN,"BUCK MANAGEMENT GROUP LLC,515 N STATE ST",1905,60610
+898,207428,11,NaN,JANKOSKI PLUMBING & HEATING,2101 S HALSTED ST,60608
+899,207435,8,763,LANG'S SERVICE,8301 S COTTAGE GROVE AVE,60619
+900,207439,9,673,SAVANNAHS ROWE FARMLANDS CONSTRUCTION,9723 S INDIANA AVE 1ST,60628
+901,207456,27,NaN,JOHNS RED HOTS,160 N HALSTED ST 1,60661
+902,20748,1,775,TAQUERIA LOS COMALES #11,2148 N MILWAUKEE AVE,60647
+903,207512,35,NaN,QUICK WASH,3759 W MONTROSE AVE,60618
+904,207562,50,NaN,ASHINA EXPORTS LTD,2642 W DEVON AVE,60659
+905,207570,27,NaN,MADISON AWNINGS & METAL INC,2526 W MADISON ST,60612
+906,207577,26,763,JANINA'S DELI,1012 N WESTERN AVE,60622
+907,207596,43,638,TARASCAS INTERNATIONAL,2585 N CLARK ST,60614
+908,207611,45,NaN,PAP'S AUTO SALES INC,4035 N ELSTON AVE,60618
+909,207631,8,NaN,T & F BEAUTY X NAIL SALON,8805 S STONY ISLAND AVE,60617
+910,207671,42,855,PARK ONE INC.,701 N MICHIGAN AVE,60611
+911,207681,34,NaN,MELVIN JACKSON,41 W 107TH ST,60628
+912,2077,19,775,"TACO BELL #3989,1644 W 95TH ST",1,60643
+913,207703,39,NaN,THE COAT CHECK CO,4200 N KEDVALE AVE,60641
+914,207808,35,NaN,MARGARITA SEGUNDO,4814 N LAWNDALE AVE,60625
+915,207830,36,775,JJ PEPPERS FOOD STORE,3555 N CENTRAL AVE 1,60634
+916,207895,2,NaN,PEL ENTERPRISES,1368 W EVERGREEN AVE 4,60622
+917,207985,43,NaN,SAV-A LOT,1953 N CLYBOURN AVE,60614
+918,207988,32,NaN,VERIZON WIRELESS,2707 N ELSTON AVE 1,60647
+919,207989,3,809,THE RENAISSANCE APARTMENTS,3757 S WABASH AVE,60653
+920,207993,5,NaN,Au Bon Pain,5815 S MARYLAND AVE,60637
+921,208,8,775,FITZGERALD'S LIQUORS,8700 S YATES BLVD,60617
+922,20800,44,630,VINES ON CLARK,3550-3554 N CLARK ST 1,60657
+923,208035,40,NaN,SERVICE AIR,1632 W HOLLYWOOD AVE,60660
+924,208049,29,NaN,"AS UPHOLSTERY,1900 N AUSTIN AVE",11E,60639
+925,208051,32,NaN,THE CLASSIC NAIL SHOP,2044 W BELMONT AVE 1 A,60618
+926,208118,3,775,WOODS FOOD & LIQUOR,200 E 35TH ST,60616
+927,208176,1,NaN,MUNDO LATINO #2,1742 W CHICAGO AVE,60622
+928,208188,40,775,THE EDGEWATER,5600 N ASHLAND AVE,60660
+929,20820,14,666,ARCHER B.P.,4710 S ARCHER AVE,60632
+930,208252,38,NaN,STANLEY'S AUTOMOTIVE CO,6001 W MONTROSE AVE,60634
+931,208281,49,775,JERRY FOOD MART,1606 W PRATT BLVD,60626
+932,208292,43,775,OODLES OF OF NOODLES,2540 N CLARK ST,60614
+933,208321,37,NaN,PARALLEL LINESINC,916 N KILBOURN AVE,60651
+934,208344,16,NaN,FLOWERS FROM HEAVEN,5652 S MARSHFIELD AVE,60636
+935,208357,17,NaN,PAPA T'S ITALIANO,2843-2847 W 63RD ST,60629
+936,208364,50,763,DEVON DOLLAR PLUS,2334 W DEVON AVE,60659
+937,208404,16,NaN,KO MART,6142 S WESTERN AVE,60636
+938,208412,28,NaN,ROME METAL MFG. INC.,4612 W OHIO ST,60644
+939,208423,33,NaN,ALEXANDER FLEMING WHITCHURCH,4750 N BERNARD ST,60625
+940,208432,16,NaN,LUCY'S,2522 W 59TH ST,60629
+941,20847,32,775,GAME 7 BAR AND GRILL,1540 W NORTH AVE,60622
+942,208503,42,NaN,"PRO STAFF,10 S WACKER DR",2250,60606
+943,208621,39,NaN,GLOBAL ACTIONS INC,3525 W PETERSON AVE 3 1301,60659
+944,208691,15,NaN,MONTERRE PHOTO STUDIO,1752 W 47TH ST,60609
+945,208791,42,781,Fitness Formula Clubs - Union Station,444 W JACKSON BLVD,60606
+946,208801,39,NaN,OMEGA TRADING,4156-4158 W LAWRENCE AVE,60630
+947,208806,4,NaN,8/29/10 The Chicago Triathlon,950 S COLUMBUS DR,60605
+948,2089,14,NaN,AARGUS SECURITY SYSTEMS,4047 W 40TH ST,60632
+949,20890,23,666,MILLION AIR,5320 W 63RD ST,60638
+950,208967,44,638,BLUE BAYOU,3734 N SOUTHPORT AVE,60613
+951,208974,2,775,PIECE OUT,1923 W NORTH AVE 1,60622
+952,208984,42,720,FRANCES XAVIER WARDE,700 W ADAMS ST,60661
+953,208992,25,NaN,ACHIEVER MORTAGE CORP.,2001 S DAMEN AVE,60608
+954,20901,42,775,THE ADVENTURERS CLUB OF CHICAGO,555 N FRANKLIN ST,60610
+955,209045,40,793,CHICAGO AUTO SALES INC.,5626 N WESTERN AVE,60659
+956,209069,49,NaN,ZAMUDIO AUTO SALES INC,7138 N CLARK ST,60626
+957,209095,3,NaN,Storage USA #9006,1255 S WABASH AVE,60605
+958,209104,22,NaN,HERNANDEZ BARBER SHOP,2623 S CENTRAL PARK AVE,60623
+959,209122,18,NaN,PATHWAYS TO LEARNING CHILD CARE CENTER II,3418 W 79TH ST,60652
+960,209134,42,638,HAAGEN DAZS CAFE,700 E GRAND AVE 1ST,60611
+961,209138,47,NaN,AUREL CONSTRUCTION INC,4851 N DAMEN AVE 1ST 6,60625
+962,2092,28,911,DISCOVERY CLOTHING CO.,2510-2522 W CERMAK RD 1ST,60608
+963,209217,28,775,BAR LOUIE TAYLOR,1321 W TAYLOR ST,60607
+964,20922,11,775,SWEET FOOD & GIFTS INC,3362 S HALSTED ST,60608
+965,209248,39,NaN,AMERICARE,4930 N PULASKI RD 1ST 1,60630
+966,20937,14,775,KAZIMIERZANKA,4785 S ARCHER AVE,60632
+967,209381,27,775,IZUMI SUSHI BAR & RESTAURANT,731 W RANDOLPH ST 1,60661
+968,209393,14,NaN,BETHANY'S ROOM,3120 W 59TH ST,60629
+969,209414,26,NaN,GLR AUTO REPAIRS AND BODY WORK,3924 W GRAND AVE,60651
+970,209419,37,763,NORTHWEST FOOD & LIQUOR,5170 - 5174 W NORTH AVE,60639
+971,209487,36,673,FRANCIS E. HICKEY,6135 W CORNELIA AVE 1ST,60634
+972,209496,26,775,NORTH & KEDZIE FOOD MART INC,3214 W NORTH AVE,60647
+973,209533,26,NaN,ROESER'S PARTY PALACE,3224 W NORTH AVE 1,60647
+974,209564,13,775,SUPERMERCADO LA VICTORIA INC,3927 W 63RD ST,60629
+975,209567,45,775,4 HERMANOS,5239 N CENTRAL AVE,60630
+976,209588,45,NaN,JOHNS AUTO SERVICE INC,4428 N MILWAUKEE AVE,60630
+977,209599,42,648,DOWNTOWN CLEANERS,214 W WASHINGTON ST 1,60606
+978,209650,27,720,DEBORAH'S PLACE,2822 W JACKSON BLVD,60612
+979,209672,12,NaN,KELLY CARROLL GRADY FUNERAL HOME,2616 W 38TH ST,60632
+980,209684,37,666,CLARK,5035 W DIVISION ST,60651
+981,209721,12,NaN,EVELIA'S FASHION,4100 S ASHLAND AVE,60609
+982,209738,30,NaN,CARQUEST AUTO PARTS #2729,5644 W DIVERSEY AVE,60639
+983,20981,27,NaN,FIRST CASH ADVANCE #518,1113 W CHICAGO AVE 1ST,60642
+984,209832,42,NaN,FACTIVA,1 S WACKER DR 22,60606
+985,209860,14,NaN,MONTELL CHEVROLET INC,4555 S ARCHER AVE,60632
+986,209864,48,726,EAST POINT CONDOMINIUMS ASSOCIATION,6101 N SHERIDAN RD,60660
+987,209882,39,NaN,MAX 969 INC,4506 W LAWRENCE AVE,60630
+988,209898,42,NaN,"2020 COMPANY,LLC",505 N LAKE SHORE DR,60611
+989,209916,2,NaN,THOMASVILLE HOME FURNISHINGS,1910 N CLYBOURN AVE,60614
+990,209954,41,775,"REGGIO'S PIZZA EXPRESS,11601 W TOUHY AVE",3,60666
+991,209957,42,NaN,EXELON BUSINESS SERVICES,10 S DEARBORN ST 54TH,60603
+992,20997,40,692,LUCKY COIN LAUNDROMAT,5346 N LINCOLN AVE,60625
+993,209972,3,NaN,"THE WORK'S,2109 S WABASH AVE",F,60616
+994,209994,13,NaN,COOLMAN SERVICES CORPORATION,5820 S NEW ENGLAND AVE 1ST,60638
+995,210003,27,711,SUPER AUTO REPAIR & BODYSHOP,1827 W FULTON ST,60612
+996,210091,12,775,"AAA Food,2700 W 25TH ST",1,60608
+997,210148,50,NaN,COMPUTECH SERVICES INC,7409 N WESTERN AVE,60645
+998,210158,44,708,CENTER ON ADDISON,3600 N HALSTED ST 1,60613
+999,210179,16,NaN,AARONS SALES & LEASE OWNERSHIP,5917 S WESTERN AVE,60636
+1000,21018,19,743,"BASEBALL ALLEY,2545 W 111TH ST",ENTIR,60655
+1001,210187,44,NaN,PARK LANE CLEANERS,2850 N SHERIDAN RD,60657
+1002,210192,32,666,Amoco,2338 N SACRAMENTO AVE,60647
+1003,210193,26,763,BP,3142 W NORTH AVE,60647
+1004,210213,27,NaN,FRENCH COSMETOLOGY BY TANITH LTD.,1500 N WELLS ST 1ST,60610
+1005,210277,42,NaN,EMBASSY SUITES HOTEL DOWNTOWN CHICAGO,600 N STATE ST,60610
+1006,210297,43,NaN,"MON AMI SALON EXPERIENCE,2551 N CLARK ST",240,60614
+1007,210329,23,NaN,MIDDLE EAST FINANCIAL SERVICES,3305 W 63RD ST,60629
+1008,210338,3,809,SOUTH LOOP APARTMENTS,1521 S WABASH AVE,60605
+1009,21035,10,638,100TH ST. CAFE,10001 S COMMERCIAL AVE,60617
+1010,210408,11,NaN,WE WASH CAR WASH INC,2040-2042 S HALSTED ST,60608
+1011,210422,13,NaN,CONDOR-PRECISION-SCRAPING-SERVICE,5315 W 63RD ST,60638
+1012,210430,8,NaN,UNIQUE CREATIONS,7942 S CHAPPEL AVE,60617
+1013,210439,47,775,La Cave Cafe Inc.,4804 N DAMEN AVE,60625
+1014,210510,14,775,"POPEYE'S,CHICKEN",4431 S ARCHER AVE,60632
+1015,210518,15,775,UNIVERSAL FRUIT MARKET,1940 W 51ST ST,60609
+1016,210556,50,720,St. Margaret Mary,2324 W CHASE AVE,60645
+1017,210583,50,NaN,NORTHSHORE MEDICAL SUPPLY CO,7455 N WESTERN AVE,60645
+1018,21063,47,638,O'DONOVAN'S,2100 W IRVING PARK RD 1ST,60618
+1019,210642,6,NaN,TOUBA HAIR BRAIDING,355 E 79TH ST,60619
+1020,210667,4,638,CHICAGO HILTON & TOWERS,720 S MICHIGAN AVE,60605
+1021,21068,1,638,MAS RESTAURANT,1670 W DIVISION ST 1,60622
+1022,210737,2,NaN,"BUGHOUSE SQUARE PRODUCTIONS,1100 N DEARBORN ST",1405,60610
+1023,210752,47,763,EXPRESS LANE CONVENIENCE,2010 W MONTROSE AVE,60618
+1024,210819,2,720,Franciscan Outreach Association,1645 W LE MOYNE ST,60622
+1025,210822,8,NaN,MR. KAY'S FASHION CORNER CLOTHING,1658 E 87TH ST,60617
+1026,210837,19,712,MCCARTHY FORD INC,11400 S PULASKI RD,60655
+1027,210936,27,NaN,"ERRAND SOLUTIONS LLC,300 N ELIZABETH ST",410-C,60607
+1028,210969,9,NaN,ROSELAND JEWELERY & ELECTRONICS,11101 S MICHIGAN AVE,60628
+1029,21097,13,775,"GEORGIS CATERING,6339 S CENTRAL AVE",1,60638
+1030,210987,14,NaN,SOLANOS UNISEX BEAUTY SALON,3852 W 49TH ST 1ST,60632
+1031,211013,26,763,ANZUINI GROCERY STORE,518 N LEAVITT ST 1ST,60612
+1032,211027,18,713,KRYSTAL KLEAN HAND CAR WASH & DETAIL INC,8239 - 8243 S PULASKI RD 1 1,60652
+1033,211029,4,775,VILLAINS BAR & GRILL,649 S CLARK ST 1ST,60605
+1034,211034,37,NaN,KOSTNER STREET L.L.C.,1334 N KOSTNER AVE,60651
+1035,211136,26,NaN,DEFINITE RESULTS,3335 W NORTH AVE,60647
+1036,211153,40,720,"ANDERSONVILLE CHAMBER OF COMMERCE,5356 N CLARK ST",2,60640
+1037,211229,46,NaN,PLAY SOCCER,4631 N CLARK ST,60640
+1038,211284,3,726,THE STUDIOS,1801 S WABASH AVE,60616
+1039,211299,27,763,CHICAGO CENTRAL PARK FOOD MART,3608 W CHICAGO AVE,60651
+1040,21131,12,775,DINOS CARRY OUTS,4135 S ARCHER AVE,60632
+1041,211324,42,775,VERMILION,10 W HUBBARD ST 1,60654
+1042,211402,6,NaN,JET LIVERY #1 INC,7312 S COTTAGE GROVE AVE 2ND,60619
+1043,211411,42,648,"CLINTON CLEANERS,226 N CLINTON ST",BSMT,60661
+1044,211466,45,NaN,SHOWERWORKS INC.,3956 N ELSTON AVE,60618
+1045,21148,39,NaN,MICHAEL CONSTRUCTION CO. LTD,5901 N CICERO AVE,60646
+1046,211509,42,775,GHOUSH POPCORN SHOP,18 E ADAMS ST,60603
+1047,211512,48,NaN,"JEFFREY BRIAN VEGA,6165 N WINTHROP AVE",514,60660
+1048,21152,45,NaN,PAMECO CORPORATION #185,4534 W IRVING PARK RD,60641
+1049,211520,46,NaN,NEW YORK CONDOMINIUM ASSOCIATION,3660 N LAKE SHORE DR 3RD,60613
+1050,21153,37,NaN,PAFFUMI MOLD & CASTING CO INC,4725 W GRAND AVE,60639
+1051,211543,28,NaN,UNISOURCE GROUP INC.,3021 W HARRISON ST,60612
+1052,2116,42,NaN,"IBBOTSON ASSOCIATES INC,225 N MICHIGAN AVE",700,60601
+1053,211626,36,NaN,SHELL,6001 W FULLERTON AVE,60639
+1054,211642,23,NaN,THE ROY HOUFF ACQUISITION CO,6200 S OAK PARK AVE,60638
+1055,211718,43,774,TRADER JOE'S,667 W DIVERSEY PKWY 1ST,60614
+1056,211723,2,NaN,CIVIC BALLET OF CHICAGO,1016 N DEARBORN ST,60610
+1057,211743,46,725,PUBLIC STORAGE,4072 N BROADWAY,60613
+1058,211749,2,NaN,EUCALYPTUS SPA LIMITED,738 N LA SALLE DR 2,60610
+1059,211788,26,NaN,Humboldt Apartments,1742 N HUMBOLDT BLVD,60647
+1060,21182,5,638,LA PETITE FOLIE,1504 E 55TH ST 1ST #,60615
+1061,211862,42,720,NAWBO CHICAGO AREA CHAPTER,330 S WELLS ST,60606
+1062,211868,38,775,MISKA LIQUORS,8227 W IRVING PARK RD,60634
+1063,211893,33,763,LAWRENCE-99C-PLUS,3244 W LAWRENCE AVE,60625
+1064,211917,11,NaN,SEWERVIEWER LTD,903 W 35TH ST,60609
+1065,211988,44,NaN,VLATAKISS VISUAL PRODUCTION,440 W BARRY AVE 10TH 1002,60657
+1066,21203,36,NaN,"ABRACADABRA AUTO BODY INC,1913 N LECLAIRE AVE",1ST,60639
+1067,212040,35,NaN,GRANITE GALLERY INC.,3430 W HENDERSON ST,60618
+1068,212069,35,NaN,BAGS N TEES INC.,3902 W LAWRENCE AVE 1,60625
+1069,212081,42,NaN,LEGAL VIDEO SERVICES INC,205 W RANDOLPH ST 11 1150,60606
+1070,212140,37,793,LA BENDICION CAR SALES,1220 N CICERO AVE,60651
+1071,212172,36,NaN,GALAXY DRIVING SCHOOL,6105 W ADDISON ST,60634
+1072,21220,42,NaN,TITAN SECURITY SERVICES INC,614 W MONROE ST,60661
+1073,212224,16,NaN,Sunshine Food & Meat Market Inc.,5359 S ASHLAND AVE,60609
+1074,212228,5,NaN,"UNITED FINANCIAL MORTGAGE CORP,1525 E 53RD ST",815,60615
+1075,212232,33,NaN,"TOM'S GENTLY USED FURNITURE,3000 N ELSTON AVE",FRONT,60618
+1076,212269,23,720,ST.CAMILLUS PARICH,5426 S LOCKWOOD AVE,60638
+1077,212275,38,NaN,MARY'S BEAUTY SALON,5812 W MONTROSE AVE 1,60634
+1078,212283,32,775,Tony's Burrito Mex,1957 W BELMONT AVE,60657
+1079,212298,18,NaN,CLOVER'S GARDEN CENTER LLC,7905 S CICERO AVE,60652
+1080,212339,43,NaN,IMAGE NAILS P.C.,2458 N LINCOLN AVE 1,60614
+1081,212347,11,NaN,RAMM WHOLESALE MATERIAL HANDLING INC,3453 S MORGAN ST,60608
+1082,212390,27,814,Chicago Sweet Connection,200 S HALSTED ST,60661
+1083,212394,47,NaN,LUCY'S FLOWERS,3849 N LINCOLN AVE,60613
+1084,212486,42,775,BILLY GOAT NORTH II INC.,700 E GRAND AVE,60611
+1085,212503,12,NaN,BLUE CHICAGO FINANCIAL CORP,3793 S ARCHER AVE,60632
+1086,212508,42,NaN,"MEDICAL ONE,RECRUITERS",208 S LA SALLE ST 17 1733,60604
+1087,212523,5,674,THOMCO ENTERPRISES,6927 S BENNETT AVE,60649
+1088,212571,40,763,DINO'S LIQUORS,6400 N CLARK ST,60626
+1089,2126,5,911,RAINBOW #643,7131 S JEFFERY BLVD,60649
+1090,21262,3,763,VINCENNES FOOD INC,500 E 47TH ST,60653
+1091,212634,50,NaN,K.R.K. INTERNATIONAL CORPORATION,6401 N CAMPBELL AVE,60645
+1092,212699,8,NaN,BINION'S,7712 S PAXTON AVE 1ST,60649
+1093,2127,48,775,REZA'S RESTAURANT,5255 N CLARK ST,60640
+1094,212711,4,775,Chicken Planet,21 W JACKSON BLVD,60604
+1095,212752,41,775,MCDONALD'S CORPORATION,11601 W TOUHY AVE,60666
+1096,212793,1,774,LOGAN SQUARE PANTRY,2305 N MILWAUKEE AVE,60647
+1097,212918,25,NaN,G & F DRIVING SCHOOL,2314 S WENTWORTH AVE 2ND 2-R,60616
+1098,21299,6,NaN,J & R KLASSY CAR WASH,6956 S HALSTED ST 1ST,60621
+1099,213011,42,NaN,GCI GROUP,225 W ILLINOIS ST,60610
+1100,213015,47,NaN,08/17/12-08/19/12 North Side Summerfest,4000 N LINCOLN AVE,60618
+1101,21305,33,NaN,A & B HARDWOOD FLOORING SUPPLIES INC.,3100 N ELSTON AVE 1ST,60618
+1102,213062,17,NaN,MAMA AFRICAN HAIR BRAIDING,2410 W 71ST ST,60629
+1103,21309,48,775,QUICK STOP,5000 N SHERIDAN RD,60640
+1104,213147,43,NaN,"DMD LLC,1325 N STATE PKWY",5B,60610
+1105,2132,42,NaN,KANEMCKENNA & ASSOC INC,150 N WACKER DR,60606
+1106,21321,8,NaN,"PRODUCTION TOOL CORP OF/WIS LL,1229",-01241 E 74TH ST 1ST,60619
+1107,213290,6,NaN,CHITOWN COMPUTERS,7119 S DR MARTIN LUTHER KING JR DR,60619
+1108,213306,38,NaN,DANCE NATION,8439 W LAWRENCE AVE,60656
+1109,21331,27,638,Le Peep Restaurant,1010 W WASHINGTON BLVD GROUND,60607
+1110,213408,43,NaN,TOWER RECORDS,2301 N CLARK ST,60614
+1111,21347,11,818 | 711,BRIDGEPORT AUTO BODY SHOP,907 W 35TH ST 1ST,60609
+1112,213476,5,NaN,LA QUINTA INN & SUITES CHICAGO LAKE SHORE / LA...,4900 S CHICAGO BEACH DR 1-4,60615
+1113,213483,46,NaN,PRO MED THERAPEUTICS,909 W MONTROSE AVE 1,60613
+1114,213499,25,NaN,"TROY FORREST GROUP INC.,329 W 18TH ST",#705,60616
+1115,21355,42,775,WOLFGANG PUCK CATERING/UC,450 N CITYFRONT PLAZA DR 6TH,60611
+1116,21356,50,775,LOUIE'S RESTAURANT,7210 N CALIFORNIA AVE 1ST,60645
+1117,213565,28,NaN,"MARCELO APARICIO,4647 W HURON ST",1,60644
+1118,21358,42,775,"SUBWAY,300 E RANDOLPH ST",PEDWA,60601
+1119,213589,33,NaN,VEYOND WIRELESS,3338 W LAWRENCE AVE,60625
+1120,213595,50,NaN,KITAB GHAR LIMITED,6403 N OAKLEY AVE,60645
+1121,213657,24,775,4 SISTERS,3853 W OGDEN AVE,60623
+1122,213686,30,NaN,ADVANCED MEDICAL SUPPLY INC,3322 N MILWAUKEE AVE 1ST FLOOR 1,60641
+1123,213689,37,911,TONNY'S FASHION,4545 W DIVISION ST 1,60651
+1124,213766,9,NaN,114TH MICHIGAN CURR EXCH,100 E 115TH ST,60628
+1125,213797,5,NaN,CAMPUS CLEANING SERVICES,1530 E 59TH ST,60637
+1126,213866,21,NaN,O'WALLACE LANDSCAPING INC,9327 S LOOMIS ST,60620
+1127,213926,48,950 | 904 | 611,"BARK BARK CLUB PET SERVICES,5943 N BROADWAY",1 1,60660
+1128,213934,41,726,SPRINGHILL SUITES BY MARRIOTT,8101 W HIGGINS RD,60631
+1129,213943,15,NaN,WOLF CONSTRUCTION,4226 S WESTERN AVE,60609
+1130,213964,42,NaN,PATRICK ENGINEERING INC.,55 E MONROE ST,60603
+1131,213969,13,763,RELAY AT MIDWAY #4152,5757 S CICERO AVE CONCOURSE B LVL CB01 T2,60638
+1132,214028,2,775,RICCI & COMPANY,162 W SUPERIOR ST,60610
+1133,214062,42,NaN,BOOKS A MILLION,144 S CLARK ST,60603
+1134,214085,28,775,WALLA SUBMARINE,2856 W ROOSEVELT RD,60612
+1135,214118,23,638,"LALOS MEXICAN RESTAURANT,5700 S CICERO AVE",TC-09,60638
+1136,214137,25,NaN,ORIENTAL ART IMPORTS LTD,2223 S WENTWORTH AVE,60616
+1137,214151,27,NaN,JOSIAH OLSON,1135 W FULTON MARKET,60607
+1138,214195,42,NaN,MALCA-AMIT USA LLC,5 S WABASH AVE 14 1414,60603
+1139,214338,35,864,SAN LUIS FREEZE INC,4241 W ARMITAGE AVE,60639
+1140,21434,12,NaN,JACKSON HEWITT TAX SERVICE,3146 S ASHLAND AVE,60608
+1141,214346,33,NaN,UNIVERSAL TRANSMISSION,3050 W MONTROSE AVE,60618
+1142,214375,29,NaN,MC ROE HEAT AIR & REFRIGERATION INC.,3216 N OCONTO AVE,60634
+1143,214407,4,724,RONNIE BISHOP PRUITT,4426 S BERKELEY AVE,60653
+1144,214421,41,735,THE GODDESS & GROCER,11601 W TOUHY AVE TERM-5 503,60666
+1145,214431,40,864,TRAN'S TOFU,2733 W LAWRENCE AVE,60625
+1146,214440,18,775,CAMPBELLS MINI MART,2455 W 79TH ST 1 UNIT3,60652
+1147,2145,31,NaN,NOVA PRINTING & LITHO CO INC,2711 N PULASKI RD,60639
+1148,214519,42,NaN,"ECLECTICA,30 E HURON ST",3002,60611
+1149,214623,8,NaN,WADE ENTERPRISE & ASSOCS INC,8550 S STONY ISLAND AVE,60617
+1150,214681,28,775,"THE,ORiGINAL MAXWELL ST",601 S SACRAMENTO BLVD,60612
+1151,214685,50,763,USMANIA BAZAR,2247 W DEVON AVE,60659
+1152,214749,25,NaN,C & R EQUIPMENT SERVICE INC.,1882 S NORMAL AVE,60616
+1153,214770,42,704,Mario Tricoci Hair Salons And Day Spas Inc.,900 N MICHIGAN AVE,60611
+1154,21478,26,775,GATEWAY FOUNDATION-KEDZIE CENT,1706 N KEDZIE AVE 1ST,60647
+1155,214788,42,775,"MARINA FOOD & LIQUOR,300 N STATE ST",2S-2,60610
+1156,214789,19,NaN,THE TEEJ GROUP INCORPORATED,10309 S SEELEY AVE,60643
+1157,214886,41,775,THONG THAI RESTAURANT,6247 W TOUHY AVE,60646
+1158,214896,6,763,MOHAMMED FOODS,455 W MARQUETTE RD,60621
+1159,21490,23,864,FLYING FOOD FARE MIDWAY L.L.C.,5370 S CICERO AVE 1ST,60638
+1160,214943,3,NaN,"THE COMFORTCAKE COMPANY LLC,1243 S WABASH AVE",201,60605
+1161,214953,36,763,CARDINAL WAREHOUSE LIQUORS,3501 N CENTRAL AVE,60634
+1162,214974,35,894,HYUNG TAIK KIM,3840 W LAWRENCE AVE,60625
+1163,215011,19,NaN,THE NURSE AGENCY,10829 S WESTERN AVE,60643
+1164,215012,48,NaN,DYNAMIC HAIR SHOP,6016 N BROADWAY,60660
+1165,215034,46,775,Holiday Club,4000 N SHERIDAN RD,60613
+1166,21508,43,NaN,TACO & BURRITO PALACE INC,2441 N HALSTED ST,60614
+1167,215087,42,NaN,"KENO KOZIE ASSOCIATES LTD.,1 N FRANKLIN ST",850,60606
+1168,21509,44,775,ZOUZOU,1406 W BELMONT AVE 1ST,60657
+1169,215098,34,NaN,WARREN CURTIS FLOWERS,11731 S MORGAN ST 1,60643
+1170,215113,47,775,HOUSE OF WAH SUN,4319 N LINCOLN AVE,60618
+1171,215117,42,775,MID-CITY CARDS & GIFTS,1 S WACKER DR 1 LOBBY,60606
+1172,215125,31,775,TAQUERIA EL TAPATIO,4242 W FULLERTON AVE,60639
+1173,21515,50,763,WORLD FRESH MARKET,2434-2438 W DEVON AVE,60659
+1174,215232,46,638,SILVER'S SEAFOOD RESTAURANT,4829 N BROADWAY,60640
+1175,215236,42,NaN,UNITED LEARNING CENTERS LLC,120 N LA SALLE ST 13TH 1300,60602
+1176,215237,42,NaN,BRONNER GROUP LLC,120 N LA SALLE ST 13TH 1300,60602
+1177,215265,47,775,CAFE RESTAURANT ART,4658 N ROCKWELL ST 1,60625
+1178,215392,49,775,LA CAZUELA RESTAURANT,6922 N CLARK ST,60626
+1179,2154,42,829,"AVILA,720 N WELLS ST",BASEM,60610
+1180,215442,30,673,RMB Heating & Cooling Inc.,3276 N MILWAUKEE AVE 1 ST,60618
+1181,215456,26,NaN,SANTILLAN,1625 N KEELER AVE,60639
+1182,215490,13,NaN,PAFF CONSTRUCTION INC,5623 S KARLOV AVE,60629
+1183,215508,18,819,CAROL EPHRAIM,3643 W 79TH ST,60652
+1184,21554,8,NaN,STEAK HOAGIE,1914 E 79TH ST,60649
+1185,2156,30,NaN,GENERAL NUTRITION CORP #1094,5616 W BELMONT AVE 1ST,60634
+1186,215604,50,NaN,SONIA SELECTION,2334-1/2 W DEVON AVE,60659
+1187,215615,35,NaN,RAY ALVAREZ,3434 W IRVING PARK RD 1ST,60618
+1188,215682,42,NaN,"REGUS BUSINESS CENTRE CORP,200 S WACKER DR",3100,60606
+1189,215697,3,775,J J FISH & CHICKEN,201-209 E 43RD ST,60653
+1190,215704,39,775,"HUNAN SPRING,5279 N ELSTON AVE",1F,60630
+1191,215715,33,NaN,BENARD JEWELRY,3151 W LAWRENCE AVE 1ST,60625
+1192,215718,2,NaN,IMPERIAL CLEANERS,1221 N DEARBORN ST,60610
+1193,215719,46,NaN,FAIR MARKET INSTALLATIONS,3826 N KENMORE AVE,60613
+1194,215752,22,NaN,J L MECHANICAL CONTRACTORS INC.,3000 S PULASKI RD,60623
+1195,215763,45,763,CHESTER'S FOOD DELI INC.,4410 N MILWAUKEE AVE,60630
+1196,215895,13,NaN,"HUDSON'S BOOK CORNER/EURO CAFE,5757 S CICERO AVE",TC-01,60638
+1197,215900,2,704,Q & Q SPA,1526 N ASHLAND AVE,60622
+1198,21593,27,775,Crowne Plaza Chicago Metro,733 W MADISON ST,60661
+1199,215997,15,NaN,JNM LANDSCAPING INC,2507 W POPE JOHN PAUL II DR 1ST 1,60632
+1200,216,31,774,FOREMOST LIQUORS CICERO,3210-3212 N CICERO AVE 1ST,60641
+1201,21600,47,NaN,"TOTAL HOME MAINTENANCE,4657 N RAVENSWOOD AVE",A,60640
+1202,216016,25,775,MOUNTAIN VIEW CHEF INC,2168 S ARCHER AVE 2,60616
+1203,216081,13,NaN,PREMIER HOME HEALTH CARE INC,6233 W 63RD ST,60638
+1204,216085,33,602,"ANGEL SALES,3336 W LAWRENCE AVE",301,60625
+1205,216087,27,743,RED KIVA,1106-1108 W RANDOLPH ST 1ST,60607
+1206,216093,15,NaN,UNA NUEVA IMAGEN,1616 W 44TH ST,60609
+1207,216203,7,775,"SAVE-A-LOT,#852",7240 S STONY ISLAND AVE,60649
+1208,216264,23,775,DOT COM,5700 S CICERO AVE CA-13,60638
+1209,216270,31,624,A THRIFT USED FURNITURE,3012 N CENTRAL AVE,60634
+1210,216357,46,NaN,3520 CLEANERS,3520 N LAKE SHORE DR,60657
+1211,216381,32,784,DIAG BAR & GRILL/ 404 WINE BAR,2852-2856 N SOUTHPORT AVE,60657
+1212,216409,25,NaN,HUBBARD STREET DANCE CHICAGO,1147 W JACKSON BLVD,60607
+1213,21644,26,775,LA ESTRELLA BAKERY,3309 W ARMITAGE AVE 1ST,60647
+1214,216489,26,NaN,ULTIMATE CUT'S,3741 W ARMITAGE AVE,60647
+1215,216499,32,NaN,DANCE CONNECTION,3117 N CLYBOURN AVE,60618
+1216,21650,42,710,LEVY PREMIUM FOODSERVICE,600 E GRAND AVE SOUTH #,60611
+1217,216507,42,775,AFC Sushi @ Macy's #1,111 N STATE ST,60602
+1218,21655,2,814,DINOTTO RISTORANTE,1600 N WELLS ST,60614
+1219,216559,31,770,ROSA MALES,4932 W SCHUBERT AVE 1,60639
+1220,21656,2,638,CRU CAFE & WINE BAR,888 N WABASH AVE 1ST,60611
+1221,216577,42,767,GEORGE'S MUSIC ROOM,600 E GRAND AVE 1 GF07,60611
+1222,216589,24,NaN,JOE EARL JACKSON JR,1309 S KEDZIE AVE,60623
+1223,21661,19,763,BEVERLY HILLS FOOD MART,2156 W 95TH ST 1ST,60643
+1224,216612,4,NaN,SIGN-A-RAMA,423 S DEARBORN ST,60605
+1225,216672,48,NaN,"BROADWAY FOOD,6322 N BROADWAY",1 S,60660
+1226,216716,18,NaN,MUHSIN ROBART SHALABI,4506 W 77TH PL,60652
+1227,216719,44,NaN,PERSONA,3823 N SOUTHPORT AVE,60613
+1228,216731,27,NaN,"BLUEDOG DESIGN INC,312 N MAY ST",5G,60607
+1229,216807,23,NaN,JACOBS AUTO REPAIR INC,6301 S KOSTNER AVE,60629
+1230,216824,35,775,VAN PHAT RESTAURANT,2750 N KIMBALL AVE,60647
+1231,216865,36,638,GARDEN MANOR,4720 - 4726 W ARMITAGE AVE 1,60639
+1232,21691,45,775,PAPA JOE'S PIZZA,5750 N MILWAUKEE AVE,60646
+1233,216910,38,NaN,UNITED FAMILY CONSTRUCTION INC,5651 W IRVING PARK RD,60634
+1234,216954,40,NaN,BLOOMING BUD DAYCARE,5715 N LINCOLN AVE,60659
+1235,216963,1,NaN,MARSHALL'S INTERIORS INC,1018 N ASHLAND AVE,60622
+1236,216984,16,774,M & M FOOD & LIQUORS,1607 W 59TH ST,60636
+1237,217009,42,638,KEEFER'S KAFFE,20 W KINZIE ST,60610
+1238,217018,42,NaN,"LAMBENT RISK MANAGEMENT SERVICES INC.,1 N LA SALLE ST",3500,60602
+1239,217019,2,784,LAS PALMAS RESTAURANT,1835 W NORTH AVE 1,60622
+1240,217046,20,NaN,ATOZ DISCOUNT & LINEN,4737-4739 S ASHLAND AVE,60609
+1241,21707,24,NaN,JESUS MACHINE,917 S KILDARE AVE,60624
+1242,217101,2,784,SOFITEL CHICAGO WATER TOWER,20 E CHESTNUT ST,60611
+1243,217109,43,NaN,ULTIMATE TAN SOLARIUM,2423-25 N CLARK ST,60614
+1244,217131,11,775,TRIPLE CROWN EXPRESS,3034 S HALSTED ST,60608
+1245,217190,44,775,LA BAGUETTE BAKERY,2873 - 2875 N BROADWAY,60657
+1246,217216,29,NaN,OMNI-STAR EXPO LTD.,1900 N AUSTIN AVE 2 34-W,60639
+1247,217252,10,763,8900 COMMERCIAL FOOD & LIQUOR INC.,8900 S COMMERCIAL AVE,60617
+1248,217324,30,NaN,MIKE'S HAIR DESIGN INC,6054 W FULLERTON AVE,60639
+1249,217352,48,775,Alice & Friends' Vegan Kitchen,5812 N BROADWAY,60660
+1250,217437,42,775,MCCORMICK & SCHMICK'S SEAFOOD RESTAURANT,41 E CHESTNUT ST,60611
+1251,217438,26,775,COCO RESTAURANT,2723 W DIVISION ST,60622
+1252,21745,25,942,IGNOTZ'S RESTAURANT,2400 S OAKLEY AVE,60608
+1253,217459,31,NaN,J A EXPRESSIONS,4819 W DIVERSEY AVE 1ST,60639
+1254,21746,12,NaN,ALEX'S UPHOLSTERY,3806 S KEDZIE AVE,60632
+1255,217473,23,NaN,DO OR DYE,4021 W 63RD ST,60629
+1256,217490,42,NaN,SABBIA,66 E WALTON ST 2ND,60611
+1257,217504,27,NaN,GOLD COAST HAND CAR WASH,875 N ORLEANS ST,60610
+1258,217509,47,NaN,DOCTORS CLINCAL LABORATORY INC,1824 W WILSON AVE,60640
+1259,217512,27,NaN,First Choice Laundromat,3747 W CHICAGO AVE,60651
+1260,217528,42,704,LAKESHORE ATHLETIC CLUB STREETERVILLE LLC,333 E ONTARIO ST 1ST,60611
+1261,217539,44,638,ROCKWOOD,3466-3470 N CLARK ST 1ST #,60657
+1262,217542,47,NaN,THE WOODEN SPOON,5047 N CLARK ST,60640
+1263,21755,6,775,SUNNY SUB,380 E 71ST ST,60619
+1264,217567,16,763,H & A FOOD MARKET INC.,1007 W 63RD ST,60621
+1265,217580,48,NaN,OUT HOUSE DESIGN,5247 N GLENWOOD AVE,60640
+1266,217608,35,763,JOSEPH FOOD,4157 N CENTRAL PARK AVE,60618
+1267,217620,29,NaN,VERONICA'S,5655 W NORTH AVE,60639
+1268,217624,27,NaN,Deadline Express,449 N UNION AVE,60654
+1269,217683,43,NaN,NEW PLAN INC,615 W ARMITAGE AVE,60614
+1270,21771,47,NaN,POWER PLUS BATTERY CORP,2456 W IRVING PARK RD,60618
+1271,217737,11,NaN,RIVERSIDE MANUFACTURING,1415 W 37TH ST,60609
+1272,217774,17,775,STAR CAFE,6912 S WESTERN AVE,60636
+1273,217779,25,864,TRUONG ENTERPRISES,2550 S LEAVITT ST,60608
+1274,217783,42,775,LASALLE CAFE LUNA,712 N LA SALLE DR,60610
+1275,217808,42,NaN,ELITE PARKING INC.,441 N JEFFERSON ST,60654
+1276,217854,30,NaN,K.B. SEWING SERVICES CORP,3500 N KOSTNER AVE,60641
+1277,217856,33,NaN,NELLY'S BEAUTY STUDIO,2901 W BELMONT AVE,60618
+1278,217894,23,NaN,BODAK VIDEO INC,7112 W ARCHER AVE,60638
+1279,217903,42,NaN,"LUO'S MFG. JEWELERS INC,5 S WABASH AVE",201,60603
+1280,217909,46,NaN,"CRL CONSTRUCTION COMPANY,4343 N CLARENDON AVE",1105,60613
+1281,217926,14,775,TAQUERIA LOS AMIGOS,3445 W 51ST ST,60632
+1282,217941,16,763,APIPILUICO,6001 S KEDZIE AVE,60629
+1283,217972,25,NaN,AJ HOUSEWARES,2125 S CHINA PL,60616
+1284,217975,27,NaN,"TOMACOR INCORPORATED,1440 N DAYTON ST",100,60622
+1285,217979,42,NaN,GATX FINANCIAL CORPORATION,500 W MONROE ST 44TH,60661
+1286,217982,42,NaN,"TRIBUNE FINANCE SERVICES CENTER INC.,435 N MICHIGAN AVE",TT600,60611
+1287,217992,42,720,CHICAGO CHILDRENS MUSEUM,700 E GRAND AVE,60611
+1288,218034,23,NaN,"GUZMAN AUTO ACCESSORIES,5220 S PULASKI RD",C211,60632
+1289,21807,42,775,POPEYE'S CHICKEN AND BISCUITS AND STEAK EXPRESS,201 N CLARK ST,60601
+1290,218086,45,NaN,INGRID MARY REYNA,3748 W IRVING PARK RD 3RD 1C,60618
+1291,218097,42,NaN,"RADHA SHOP,9 N WABASH AVE",LOBBY,60602
+1292,218107,49,763,US DOLLAR PLUS,1638 W HOWARD ST,60626
+1293,218111,5,725,LAKE PARK GARAGE PARKING INC,5508 S LAKE PARK AVE,60637
+1294,21814,10,775,OLAMUMMY AFROCENTRIC RESTAURANT,8725 S COMMERCIAL AVE,60617
+1295,218231,34,NaN,BEVERLY NAIL,10208 S VINCENNES AVE,60643
+1296,218246,15,NaN,THREE SISTERS BEAUTY SALON,1611 W 45TH ST,60609
+1297,218249,4,743,THE VENUE,1039 E 43RD ST 1 & BSMT,60653
+1298,218312,22,673,"TORRES ECAVATING & CONCRETE,3844 W 26TH ST",2,60623
+1299,218330,18,775,Mc DONALDS,7832 S WESTERN AVE,60620
+1300,218347,42,NaN,GENEVA TRADING CHICAGO,980 N MICHIGAN AVE 17 1710,60611
+1301,218349,42,NaN,GENEVA TRADING INTERNATIONAL,980 N MICHIGAN AVE 17TH 1710,60611
+1302,218364,47,NaN,COBALT ASSOCIATES INC,2442 W DAKIN ST,60618
+1303,218380,10,904 | 911 | 921 | 631,VERONICA'S BRIDAL AND CRAFTS,3656 E 106TH ST 1ST,60617
+1304,21843,26,NaN,ELITA,736 N WESTERN AVE 1ST,60612
+1305,218436,8,NaN,SHOE & LEATHER CARE,1610 E 87TH ST,60617
+1306,21847,27,725,JOHNNY'S ICE HOUSE,1 N LOOMIS ST 1ST,60607
+1307,21848,1,763,CLEO'S,1935 W CHICAGO AVE 1ST,60622
+1308,218504,41,NaN,"SWISSPORT CORPORATION,11601 W TOUHY AVE",510,60666
+1309,218525,19,NaN,DIAMOND RESIDENTIAL SERVICE,9700 S DAMEN AVE,60643
+1310,218526,23,NaN,"INTERNATIONAL SHOES,5220 S PULASKI RD",C45,60632
+1311,218542,27,NaN,"DUOTONE DESIGN CORP.,845 W FULTON MARKET",2 212,60607
+1312,218687,33,775,SUNSHINE,3523 N KEDZIE AVE,60618
+1313,218711,2,NaN,B G & L,202 E WALTON PL 3 1-W,60611
+1314,218745,1,704,VATA SALON & DAY SPA INC,2038 W DIVISION ST,60622
+1315,218747,29,NaN,VISUAL IMPACT FACTORY,2919 N MONT CLARE AVE,60634
+1316,218820,27,NaN,"WIL/TEK DESIGN,355 N LAFLIN ST",15E,60607
+1317,21883,42,NaN,"RCG-DIALYSIS CENTERS OF AMERICA,55 E WASHINGTON ST",1100,60602
+1318,218868,39,NaN,CHICAGO LAWNMOWER INC.,4228 W MONTROSE AVE,60641
+1319,218907,2,NaN,GYMBOREE PLAY & MUSIC OF CHICAGO,1030 W NORTH AVE 3 301,60642
+1320,218911,42,763,GOLD COAST CARDS & GIFTS,310 S MICHIGAN AVE,60604
+1321,218940,41,NaN,"Optimum Technology Inc.,8700 W BRYN MAWR AVE",800-S,60631
+1322,218946,2,775,CVS/PHARMACY #3690,1714 N SHEFFIELD AVE 1,60614
+1323,21895,45,NaN,"SEVILLA'S AUTO SERVICE,4635 N MILWAUKEE AVE",MAIN,60630
+1324,21898,31,NaN,AAAA CAR WASH,4919 W DIVERSEY AVE,60639
+1325,219020,25,NaN,I D S REALTY,2259 W CERMAK RD,60608
+1326,219048,45,NaN,MID-STATES GLASS AND METAL,5220 N LATROBE AVE,60630
+1327,219052,27,725,PEOPLES STADIUM PARKING MGT LLC,1709 - 17 W MADISON ST,60612
+1328,219072,42,785,SOCIAL TWENTY FIVE,25 W HUBBARD ST,60610
+1329,219101,42,763,R & R TOBACCO STORE,190 S LA SALLE ST,60603
+1330,219134,12,NaN,"LUCKY GOLD,3101 W 26TH ST",C9,60623
+1331,21914,21,NaN,TRISTIAN DYLAN MAINTENANCE SER,9300 S ASHLAND AVE,60620
+1332,219170,24,NaN,TAIWAN BARBER SHOP,509 S CICERO AVE,60644
+1333,21919,38,NaN,T J MAXX OF IL. LLC. # 621,6456 W IRVING PARK RD,60634
+1334,219191,42,NaN,"Mesa Development LLC,445 W ERIE ST",210,60610
+1335,219193,32,NaN,APARTMENT NUMBER 9,1804 N DAMEN AVE,60647
+1336,219223,29,NaN,D & J MARBLE SPECIALISTS,6101 W DICKENS AVE,60639
+1337,219253,18,NaN,"VIVI,7601 S CICERO AVE",T06R,60652
+1338,219269,33,NaN,PETERSON PICTURE FRAME CO.,2720 W BELMONT AVE,60618
+1339,21928,42,638,ESPN ZONE,43 E OHIO ST,60611
+1340,219289,35,NaN,COSTA AZUL TRAVEL #419,3649 W LAWRENCE AVE,60625
+1341,219318,42,NaN,FAST FRAME,300 W GRAND AVE,60610
+1342,219322,21,NaN,NEW VISION BARBER SHOP,9360 S HALSTED ST,60620
+1343,219352,35,NaN,MOREIRAS JEWELRY,2640 N MILWAUKEE AVE,60647
+1344,219362,39,775,GLEN CONVINIENT,5277 N ELSTON AVE,60630
+1345,219370,32,NaN,RPY CORP,1880 W FULLERTON AVE,60614
+1346,219371,27,NaN,"Off The Bolt,1333 N KINGSBURY ST",309,60622
+1347,219388,33,NaN,GEORGINA GUTIERREZ,4631 N CENTRAL PARK AVE 2,60625
+1348,219435,40,NaN,CLAIRE A ASTONE,1829 W BERWYN AVE,60640
+1349,219456,10,NaN,Chemtrade Logistics Inc.,2250 E 130TH ST,60633
+1350,219491,5,775,SEVEN TEN,1055 E 55TH ST,60615
+1351,219497,15,826,KIDDIE GARDEN LITTLE ANGELS,4235 S KEDZIE AVE 1ST,60632
+1352,219558,18,NaN,"CELLULAR WORLD,7601 S CICERO AVE",5504,60652
+1353,219603,47,708,TOM VIDEO,1830 W WILSON AVE,60640
+1354,219718,12,666,SNAPPY CONVENIENCE CENTER,3820 S ARCHER AVE,60632
+1355,219756,35,NaN,TEDDI TOYS INC,3535 W IRVING PARK RD,60618
+1356,219787,12,775,"GREAT,HUNNAN RESTAURANT",1958 W 35TH ST,60609
+1357,219793,18,NaN,CITGO FUEL & MINI-MART,8256 S PULASKI RD,60652
+1358,219827,1,NaN,M.GO FASHION SALON & CO.,1754 W DIVISION ST,60622
+1359,219836,32,911 | 900 | 904 | 748 | 767,ID,2130 N DAMEN AVE 1,60647
+1360,219869,22,NaN,METAL SPINNING MFG,2310 S AVERS AVE,60623
+1361,219891,44,775,TASTE JAMAICAN STYLE,3472 N CLARK ST,60657
+1362,219897,42,NaN,Cogent Communications Inc.,221 N LA SALLE ST 30,60601
+1363,219916,26,NaN,CLARA'S LAUNDRYMAT,3623 W NORTH AVE # 1,60647
+1364,219978,22,763,S HOMAN FOOD,3001 S HOMAN AVE 1,60623
+1365,219993,35,NaN,ASESORIA DE IMMIGRACION,3538 W MONTROSE AVE,60618
+1366,220039,28,775,McDonald's Restaurant,5015 W MADISON ST,60644
+1367,220056,40,673 | 724,THOMAS E LIO ENTERPRISES INC.,5829 N TALMAN AVE,60659
+1368,220127,11,NaN,USD LLC,2600 S THROOP ST,60608
+1369,220129,42,720,"NORTH SHORE AUXILIARY OF THE JEWISH CHILDREN'S...,1 S FRANKLIN ST",216-800,60606
+1370,220171,14,NaN,E & R POWDER COATINGS INC,3729 W 49TH ST,60632
+1371,220205,8,775,SAMMY'S TOUCH,1157 E 95TH ST,60619
+1372,220213,45,NaN,THE TOTAL LOOK,6100 W GUNNISON ST,60630
+1373,220216,36,NaN,DECO TRADE INTERNATIONAL,2211 N CICERO AVE 1,60639
+1374,220226,32,NaN,NEW HAVEN HOMES OF ILLINOIS LLC,2301 W BELMONT AVE,60618
+1375,220242,39,NaN,JUDY'S BEAUTY SALON,3217 W BRYN MAWR AVE 1ST,60659
+1376,22026,39,NaN,ELECTRICAL POWER SERVICE,5124 N KILDARE AVE,60630
+1377,220286,50,NaN,ALI'S TELECOM,2411 W DEVON AVE,60659
+1378,220288,50,911,CHICAGO FABRIC & FASHION,2335 W DEVON AVE 2 201,60659
+1379,220301,36,NaN,SAADIA'S BOUTIQUE & BRIDAL,5860 W GRAND AVE,60639
+1380,220303,22,NaN,REYNALDO RIOS,2739 S ST LOUIS AVE,60623
+1381,220325,9,775,TAURUS FLAVORS,38 E 112TH ST,60628
+1382,220370,40,775,SONG DO,4918 N LINCOLN AVE # 1ST,60625
+1383,22038,36,638,D' CUBA,5653 W FULLERTON AVE,60639
+1384,220380,2,NaN,HARDWOOD RESOURCE INC,1680 N ADA ST,60622
+1385,220416,27,NaN,SPINCYCLE COIN LAUNDRY,2355 W WASHINGTON BLVD,60612
+1386,220434,28,NaN,"VITAS HEALTHCARE CORPORATION OF ILLINOIS,1340 S DAMEN AVE",200,60608
+1387,220447,5,829,LEE'S UNLEADED BLUES CLUB,7401 S SOUTH CHICAGO AVE,60619
+1388,220462,8,NaN,"SOUTH CHICAGO JANITORIAL SERVICE,7642 S CORNELL AVE",BSMT,60649
+1389,220488,35,775,BEST SUB NO2,3426 W DIVERSEY AVE,60647
+1390,220495,26,NaN,PEGAS WINDOW INC,4100 W GRAND AVE,60651
+1391,220537,35,775,BELLONA'S PIZZA,3447 W MONTROSE AVE,60618
+1392,220542,24,NaN,JACKSON HEWITT TAX SERVICES,3160 W OGDEN AVE,60623
+1393,220570,43,NaN,TULLY CLEANERS,2107 N CLEVELAND AVE,60614
+1394,220574,6,775,CITGO,7100 S DR MARTIN LUTHER KING JR DR,60619
+1395,220586,6,NaN,MAGIC NAILS,6614 S HALSTED ST,60621
+1396,220601,1,NaN,DOLLAR BUSTER PLUS INC,1385 N MILWAUKEE AVE,60622
+1397,220602,42,784,PIZZERIA DUE,619 N WABASH AVE,60611
+1398,220608,42,775,SU CASA,49 E ONTARIO ST,60611
+1399,220611,43,763,7-ELEVEN,2619 N CLARK ST,60614
+1400,220645,34,775,HOOKS FISH & CHICKEN,2024-2026 W 119TH ST,60643
+1401,220664,6,NaN,COOPER'S,7207 1/2 S VINCENNES AVE,60621
+1402,220724,35,763,PLAZA FOOD MART,4445 N PULASKI RD,60630
+1403,220805,14,775,PRZY KOMINKU,5730 S ARCHER AVE # 1ST,60638
+1404,220831,42,775,XEL - HA',710 N WELLS ST,60610
+1405,220840,16,NaN,HOLLYWOOD NAILS,6248 S WESTERN AVE,60636
+1406,220859,28,NaN,KENNETH LEE BURKE,4826 W ADAMS ST,60644
+1407,220860,23,NaN,EVOLUTION UNISEX,3860 W 63RD ST,60629
+1408,220867,40,NaN,LAWRENCE FAMILY WASH,2604 W LAWRENCE AVE 1ST,60625
+1409,22102,24,775,RAMA FAST FOOD,3364 W OGDEN AVE,60623
+1410,22105,50,775,KFC,6732 N WESTERN AVE 1ST,60645
+1411,22150,27,NaN,FIVE STAR SUBMARINE,501 N KEDZIE AVE,60612
+1412,22163,39,902,ALPHA FILTERS INC.,4226 N PULASKI RD 1ST,60641
+1413,221730,11,NaN,"THOMAS MCINERNEYS SONS INC,4635 S WALLACE ST",1,60609
+1414,221732,19,NaN,KIDDY CLOSET INC.,2142 W 95TH ST,60643
+1415,221738,19,NaN,REHABILITATIVE PRODUCTS,11736 S WESTERN AVE,60643
+1416,22175,32,775,CAFFE DE LUCA,1721 N DAMEN AVE,60647
+1417,221764,21,NaN,WALKER'S HOME REMODELING,8446 S HERMITAGE AVE 2ND,60620
+1418,221771,5,NaN,UTILIVATE TECHNOLOGIES LLC,7217 S CRANDON AVE,60649
+1419,221804,4,703,Purple Group,714 S DEARBORN ST 3RD FLOOR,60605
+1420,221805,11,864,"BAJA FOODS,636 W ROOT ST",M2-3,60609
+1421,221806,6,NaN,LUGI'S LAUNDRY INC,700 E 83RD ST,60619
+1422,221829,42,NaN,MCDONALD'S,645 N MCCLURG CT 1,60611
+1423,221845,46,NaN,STEVE FODJO,820 W BELLE PLAINE AVE,60613
+1424,221855,20,NaN,EMMANUEL ENTERPRISE,5152 S ABERDEEN ST,60609
+1425,221856,2,NaN,SUR LA TABLE,755 W NORTH AVE,60610
+1426,221876,14,NaN,CAL COMMUNICATIONS INC,4337 S KILDARE BLVD,60632
+1427,221982,9,864,GOOD FOODS INC,700 E 107TH ST,60628
+1428,222045,16,NaN,DLM HEATING & COOLING SERVICE & INST,6003 S KEDZIE AVE 1ST,60629
+1429,222046,9,769,QUATON SWAVEE EDWARD,10552 S WABASH AVE,60628
+1430,222051,33,775,MONTROSE FOOD MART,3059 W MONTROSE AVE,60618
+1431,222067,31,NaN,TOUCH STONE,5233 W BELMONT AVE,60641
+1432,222071,32,775,BUCKTOWN MARKET,1758 W WABANSIA AVE 1,60622
+1433,222091,42,NaN,Worldcom,155 N MICHIGAN AVE 2,60601
+1434,222134,41,NaN,MCAVOY SALON & GALLERY,6122 N NORTHWEST HWY,60631
+1435,222147,37,NaN,IZZI X-CESS,4545 W DIVISION ST,60651
+1436,222157,32,NaN,SPANISH HORIZONS,2836 N SOUTHPORT AVE 1,60657
+1437,222168,42,638,FOGO DE CHAO CHURRASCARIA (CHICAGO) LLC,661 N LA SALLE DR,60610
+1438,222217,26,NaN,UNIVERSAL MAZJAC ENTERPRISES INC.,2009 W GRAND AVE,60612
+1439,222218,50,775,A.J. MEAT & GROCERY CORP,2732 W DEVON AVE,60659
+1440,222231,49,197,JACKSON HEWITT TAX SERVICES,2221 W HOWARD ST 1ST,60645
+1441,222315,2,775,NIVIA RED HOT CHICAGO,1232 W NORTH AVE,60622
+1442,22232,14,775,BLOCKBUSTER VIDEO #17014,4812 S KEDZIE AVE,60632
+1443,222335,33,NaN,CHICAGO CAR SERVICE CENTER,3350 N ELSTON AVE 1 1,60618
+1444,222383,28,NaN,"UNITED AUTO GROUP,INC",525 N CICERO AVE,60644
+1445,222391,37,763,BARGAIN FOOD,5473 W CHICAGO AVE,60651
+1446,222413,38,NaN,STEPS,4636 N CUMBERLAND AVE,60656
+1447,222433,32,895,DMC Inc,2222 N ELSTON AVE,60614
+1448,222451,27,929,"EUROCRAFT FINISHERS INC,167 N RACINE AVE",BSMT,60607
+1449,222462,13,NaN,LE'S NAIL,6624 S PULASKI RD,60629
+1450,222478,5,NaN,ALBERT JACKSON,7237 S JEFFERY BLVD,60649
+1451,222490,46,NaN,FITNESS FORMULA CLUBS - EAST LAKEVIEW,3660 N LAKE SHORE DR 1ST,60613
+1452,222491,39,666,2001 OIL,6308 N CENTRAL AVE,60646
+1453,222510,15,NaN,Fernandez Auto Parts Inc.,2101 W 47TH ST,60609
+1454,222516,46,NaN,THE JUSAFAZ HAIR STUDIO,3949 N BROADWAY,60613
+1455,222529,26,NaN,BMC BUILDERS INC.,3421 W ARMITAGE AVE 1 1,60647
+1456,222591,9,NaN,HEATING & AIR CONDITIONING,12565 S WENTWORTH AVE,60628
+1457,22261,47,NaN,tom lee chinese kitchen,4660 N WESTERN AVE,60625
+1458,222629,11,NaN,STR ENTERPRISES INC.,3619 S NORMAL AVE # 2,60609
+1459,222630,50,609,RED DOOR ANIMAL SHELTER,2410 W LUNT AVE,60645
+1460,222643,40,775,ILIDZANKA RESTAURANT,2547 W LAWRENCE AVE,60625
+1461,222670,33,638,ANGELO'S PIZZA,3024-3026 W MONTROSE AVE # 1ST,60618
+1462,222693,50,NaN,PRESIDENTIAL INSURANCE AGENCY,2640 W TOUHY AVE,60645
+1463,22273,42,897,CITADEL ENTERPRISE AMERICAS,131 S DEARBORN ST 26TH,60603
+1464,222759,40,774,WINDY CITY LIQUORS,4959 N DAMEN AVE # 1ST,60625
+1465,222772,3,NaN,LIBERTY TAX SERVICE,227-229 E 51ST ST,60615
+1466,22284,46,775,"LAKEVIEW FOOD PANTRY,733 W SHERIDAN RD",1,60613
+1467,222888,12,NaN,J S AUTO REPAIR,2310 S KEDZIE AVE,60623
+1468,222908,23,NaN,E. SAM JONES-DISTRIBUTOR INC.,6226 S OAK PARK AVE 1ST,60638
+1469,22291,33,775,LA PERANZA GROCERY,4660-4662 N KEDZIE AVE 1ST,60625
+1470,222946,41,NaN,SALON 51 FOR HAIR LTD,5037 N HARLEM AVE,60656
+1471,222949,8,775,KARLOS MEAT MARKET,8329 S COTTAGE GROVE AVE,60619
+1472,22295,2,775,XSPORT FITNESS,210-230 W NORTH AVE,60610
+1473,222975,3,NaN,JOHN HALL STUDIOS,71 E 16TH ST 4TH,60616
+1474,222990,27,NaN,AMUSEMENT VIDEO GAMES,312 N MAY ST,60607
+1475,223012,42,NaN,PARKWAY REALTY SERVICES LLC,233 N MICHIGAN AVE 21 2100,60601
+1476,223054,37,911,OLD NAVY #6487,4905 W NORTH AVE,60639
+1477,223091,2,720,THE LATIN SCHOOL OF CHICAGO,59 W NORTH BLVD,60610
+1478,223098,33,775,EL PASTOR RESTAURANT,3352 W LAWRENCE AVE,60625
+1479,223107,36,775,GRAND FOOD MARKET,5202 W GRAND AVE,60639
+1480,223115,43,NaN,PARKVIEW PET SHOP,2222 N CLARK ST,60614
+1481,223127,35,NaN,MADELINE FASHIONS,3612 W LAWRENCE AVE,60625
+1482,223150,40,NaN,"WEENER WARE,6140 N HAMILTON AVE",3S,60659
+1483,223174,6,NaN,SHARON'S STYLES UNLIMITED,412 E 87TH ST,60619
+1484,223235,12,NaN,HARRIS MONTGOMERY SPECIALTIES,4100 S ASHLAND AVE # 659,60609
+1485,223238,23,NaN,KRYSTYNA SIUTY,3708 W 63RD PL,60629
+1486,223261,34,NaN,CREATIVE IMAGES PHOTOGRAPHY,11444 S HALSTED ST,60628
+1487,22327,1,NaN,DONOVAN DESIGN INC.,2433 N WESTERN AVE,60647
+1488,223296,41,NaN,DECHANT INC,5329 N OLCOTT AVE,60656
+1489,223317,42,763,"DAILY NEWS,225 N MICHIGAN AVE",LBBY,60601
+1490,22370,50,NaN,SUPERTEL COMMUNICATION/SUPER 1 COMMUNICATIONS,6426 N WESTERN AVE,60645
+1491,22371,23,638,"COCULA RESTAURANT,5241 S PULASKI RD",1ST,60632
+1492,22377,44,NaN,"QUEST DIAGNOSTICS LLC,2800 N SHERIDAN RD",G1,60657
+1493,22409,33,NaN,SOAP & SUDS,2956 W MONTROSE AVE,60618
+1494,22427,25,775,BP,1955 W CERMAK RD,60608
+1495,22448,32,775,SUBWAY,1917 W FULLERTON AVE # 1ST,60614
+1496,22473,4,775,CAVANAUGH'S BAR & RESTAURANT,53 W JACKSON BLVD,60604
+1497,22504,2,775,GOLD COAST FOOD MART,1159 N STATE ST 1ST,60610
+1498,22509,27,708,NORCON INC,661 W OHIO ST 3RD,60654
+1499,22553,40,775,PK'S PANTRY,6128 N RAVENSWOOD AVE 1ST,60660
+1500,22555,2,775,WOLFGANG PUCK CATERING/MCA,220 E CHICAGO AVE,60611
+1501,22569,42,775,DUNKIN DONUTS,401 E ONTARIO ST,60611
+1502,22582,35,775,PALETERIAS MONARCA CORP.,3901 W FULLERTON AVE,60647
+1503,22586,31,NaN,BOHEMIA TRADING CORPORATION,3113-3115 N CENTRAL AVE,60634
+1504,226,13,763,KOLMAR LOUNGE,4535 W MARQUETTE RD 1ST #,60629
+1505,22618,23,816,"SIGNATURE FLIGHT SUPPORT-MIDWA,5821 S CENTRAL AVE",ALL,60638
+1506,22619,33,775,CHIEF O'NEILL'S PUB & RESTAURANT,3471-3479 N ELSTON AVE 1ST,60618
+1507,22623,42,NaN,ELECTROCOM ENTERPRISE INC,900 N MICHIGAN AVE,60611
+1508,22633,36,784,Chipotle Mexican Grill,2640 N NARRAGANSETT AVE,60639
+1509,22688,40,763,MOBIL,2500 W PETERSON AVE 1ST,60659
+1510,22689,28,775,SWEET MAPLE CAFE,1339 W TAYLOR ST 1ST,60607
+1511,22750,1,630,"CHIVE,1924 W DIVISION ST",1ST,60622
+1512,22768,22,775,EL FARO RESTAURANT,3936 W 31ST ST 1ST,60623
+1513,22772,27,775,BISTROT MARGOT,1439 N WELLS ST 2,60610
+1514,22777,21,763,ADAMS S GROCERY STORE,8301 S ASHLAND AVE 1ST,60620
+1515,228,10,763,LONCARS INC,3201 E 92ND ST,60617
+1516,22845,28,763,BEVIAMO,1358 W TAYLOR ST 1ST,60607
+1517,22924,45,NaN,GOLDEN PRESS PRINTING INC,5940 N MILWAUKEE AVE 1ST,60646
+1518,229656,43,763,1400 MARKET PLACE,1400 N LAKE SHORE DR 1ST CU-1L,60610
+1519,229660,42,NaN,DEMOS CLEANERS,444 N STATE ST,60610
+1520,229714,11,775,BIG RAYS GRILL INC.,4655 S HALSTED ST,60609
+1521,229716,5,NaN,51ST CORNELL BARBER SHOP,5100 S CORNELL AVE 1 1,60615
+1522,229725,8,NaN,"DAUGHTER,OF SARAH BOUTIQUE SON",9522 S GREENWOOD AVE,60628
+1523,229744,49,NaN,T-MOBILE,1751 W HOWARD ST,60626
+1524,229843,35,NaN,MAJID HAIR DESIGN,3825 W LAWRENCE AVE,60625
+1525,229857,45,775,PLAZA MINIMART,5022 W LAWRENCE AVE,60630
+1526,22987,28,763,GENIN FOOD & LIQUOR,2917 W HARRISON ST 1ST,60612
+1527,229936,7,NaN,HAIR 4 U,7203 S EXCHANGE AVE,60649
+1528,22996,39,724,NORTON'S SUPPLY & SERVICE CO.,6250 N CICERO AVE 1,60646
+1529,229993,42,775,HOTEL BURNHAM / ATWOOD CAFE,1 W WASHINGTON ST 1-25,60602
+1530,230,2,785,HOPSMITH TAVERN,15 W DIVISION ST 1 AND 2,60610
+1531,230000,10,NaN,INDUSTRIAL WATER SERVICES INC,12123 S STONY ISLAND AVE,60633
+1532,230009,50,775,KHAN BBQ RESTAURANT,2401-2405 W DEVON AVE,60659
+1533,230017,32,NaN,UNION INSURANCE GROUP,2125 W ROSCOE ST,60618
+1534,230027,32,NaN,DAVID LYNN,2327 W MCLEAN AVE # 3R,60647
+1535,230044,4,NaN,DREXEL & 47TH CURRENCY EXCHANGE INC,910 E 47TH ST,60653
+1536,230050,27,NaN,FULTON CONSTRUCTION INC,2645 W FULTON ST # 1ST,60612
+1537,230053,15,NaN,SANCHEZ GROCERIES,2042 W 51ST ST,60609
+1538,230102,18,NaN,ROBERT W JAMERSON,7317 S RICHMOND ST,60629
+1539,230124,25,NaN,INTERSTATE MECHANICAL & CONSTRUCTION,1882 S NORMAL AVE,60616
+1540,230128,33,775,SPINNEYS SUPERMARKET I,3036 N CALIFORNIA AVE 1 1,60618
+1541,230138,5,NaN,KLH CONSULTING SERVICES,5514 S WOODLAWN AVE # 405,60637
+1542,230144,10,NaN,FELIX'S JEWELERY AND REPAIR,9017 S COMMERCIAL AVE,60617
+1543,230161,11,775,MELODY CORPORATION,3012 S HALSTED ST,60608
+1544,230167,32,775,BULLDOG BAKERY,1955 W BELMONT AVE,60657
+1545,230172,18,NaN,POSITIVE PRINTING,2515 W 79TH ST,60652
+1546,230211,44,775,"EINSTEIN BROS. BAGELS,# 2578",3420 N SOUTHPORT AVE,60657
+1547,230243,14,NaN,ACA HARDWARE,2405 W 51ST ST,60632
+1548,23028,19,638,"RICHIE'S RESTAURANT,3123,-03125 W 111TH ST",1ST,60655
+1549,230286,28,NaN,ESTHER'S GIFTS AND GENERAL MERCHANDISE,2551 W CERMAK RD 1ST W36,60608
+1550,230292,14,NaN,ARCHER ALTERATION,5922 S ARCHER AVE,60638
+1551,230295,11,NaN,Q.C. ENTERPRISES INC,2722 S HILLOCK AVE,60608
+1552,230304,21,741,DIAMOND WASTE & RECYCLING CORP.,8149 S WALLACE ST 1,60620
+1553,230307,28,666,BP GAS,119 S CICERO AVE,60644
+1554,230315,36,NaN,GRAND EXPRESS AUTO SERVICE INC,5334 W GRAND AVE,60639
+1555,230329,39,NaN,CARING HANDS HOME CARE AGENCY,5645 N KIMBALL AVE,60659
+1556,230365,43,894,CREATIVE MIX SALON,747 W DIVERSEY PKWY,60614
+1557,230369,47,NaN,STEVENS GIFTS AND MORE,4811 N ASHLAND AVE 1 #,60640
+1558,230371,9,NaN,AA CITGO GAS STATION,210 W 103RD ST,60628
+1559,230381,27,775,A CORNER GROCERY STORE,958 N CENTRAL PARK AVE,60651
+1560,230409,11,NaN,SNAPPY CAR WASH #5,2484 S ARCHER AVE,60616
+1561,23055,1,775,CHINA STATION INC,2411 W NORTH AVE 1ST,60647
+1562,23152,28,NaN,CHICAGO MATTRESS COMPANY,4107 W KINZIE ST,60624
+1563,23171,15,NaN,ASHLAND AV SWIFT CAR CARE INC,4456 S ASHLAND AVE,60609
+1564,23194,27,775,ARTOPOLIS BAKERY CAFE & ANGOR,306-308 S HALSTED ST 1ST,60661
+1565,23209,27,775,STEVE'S PLACE,230 W CHICAGO AVE,60610
+1566,23230,10,775,WINJAMMER MARINA,13701 S HOXIE AVE,60633
+1567,23253,27,775,SIP COFFEEHOUSE,1223 W GRAND AVE,60642
+1568,23261,1,763,GOOD FOOD STORE,2600 W NORTH AVE,60647
+1569,23265,12,NaN,"CORONA AUTO SALES,3278",-03280 S ARCHER AVE 1ST,60608
+1570,23274,43,638,MAZA,2748 N LINCOLN AVE,60614
+1571,23279,4,775,HONG'S KITCHEN,327 E 35TH ST,60616
+1572,23281,35,774,J.J. PEPPERS FOOD STORE-18AA,3201 W DIVERSEY AVE,60647
+1573,23285,8,NaN,SAPSTEIN DRUGS,752 E 83RD ST 1ST,60619
+1574,23297,40,775,CAFE LAS DELICIAS RESTAURANT,4911 N WESTERN AVE,60625
+1575,23307,47,775,INTERNET CAFE,1814 W IRVING PARK RD 1ST,60613
+1576,23310,27,775,HALSTED STREET DELI,954 W WASHINGTON BLVD,60607
+1577,23321,1,763,FRUTERIA SAN JOSE,1748 W CHICAGO AVE,60622
+1578,23358,42,638,DYLAN'S TAVERN & GRILL,118 S CLINTON ST,60661
+1579,234,48,775,"MOODY'S RESTAURANT INC,5908 N BROADWAY",1ST,60660
+1580,23408,26,775,RESTAURANT & POZOLERIA SAN JUAN,1523 N PULASKI RD 1ST,60651
+1581,23430,42,638,"THE GRILLROOM,33 W MONROE ST",FIRST,60603
+1582,23445,24,775,HOMAN SQUARE CAFE INC.,3517 W ARTHINGTON ST 1 1,60624
+1583,23485,14,942,ANGELO'S STUFFED PIZZA,5030 S KOSTNER AVE,60632
+1584,23498,20,775,THE LIVING ROOM CAFE,806 E 64TH ST,60637
+1585,23513,42,NaN,Classified Ventures LLC,175 W JACKSON BLVD,60604
+1586,236,8,775,EDDIE'S,9805 S COTTAGE GROVE AVE 1 1,60628
+1587,23652,47,NaN,STEFANOS A VAIOPOULOS,2242 W LAWRENCE AVE 1ST,60625
+1588,23661,12,775,LA JALISCIENCE,3239 W 26TH ST,60623
+1589,23669,44,775,HARRY SANCHEZ,2921 N CLARK ST,60657
+1590,23676,42,775,"WENDY'S #000733,6 S CLARK ST",1ST,60603
+1591,23701,16,NaN,DEBBIE'S DISCOUNT CENTER INC,2844 W 59TH ST 1ST,60629
+1592,23717,35,NaN,ABBEY PUB,3420 W GRACE ST,60618
+1593,23731,31,NaN,KOSTNER DIVERSEY CURRENCY EXCHANGE,4400 W DIVERSEY AVE,60639
+1594,23778,42,NaN,RIVA,700 E GRAND AVE 1ST & 2ND,60611
+1595,238268,14,781,LUGANOS PIZZA,4460 S KEDZIE AVE,60632
+1596,239,47,NaN,TIMBER LANNES CORP,1851 W IRVING PARK RD,60613
+1597,23900,42,NaN,GLORIA JEANS COFFEE,101 N WACKER DR 1ST,60606
+1598,23903,43,775,FRANCIS W. PARKER SCHOOL,330 W WEBSTER AVE,60614
+1599,23906,21,NaN,DALLAS BEECHER CONST CORP,1813 W 87TH ST,60620
+1600,240,42,763,ITALIAN VILLAGE RESTAURANT INC.,71 W MONROE ST,60603
+1601,24001,31,829,"BAR & MARISCOS ""EL ALTENO""",4501-4503 W BELMONT AVE 1ST,60641
+1602,24010,47,829,JUNE'S,4333 N WESTERN AVE 1ST,60618
+1603,24012,29,829,"KAREGIANES INC,7043 W GRAND AVE",1ST,60707
+1604,24024,17,829,ROCK STEADY LOUNGE,1359 W MARQUETTE RD 1ST,60636
+1605,24041,50,785,MARK II LTD,7436-7442 N WESTERN AVE 1ST,60645
+1606,24043,27,829,OLD TOWN ALE HOUSE INC,219 W NORTH AVE 1ST,60610
+1607,24051,48,763,FOREMOST LIQUORS,1040 W ARGYLE ST 1ST,60640
+1608,24060,26,NaN,CELINA'S CORNER,900 N WESTERN AVE,60622
+1609,24073,36,763,JOHN'S STOP INN,5811 W FULLERTON AVE 1ST,60639
+1610,24075,32,743,THE OWL BAR,2521 N MILWAUKEE AVE 1ST,60647
+1611,24080,14,829,BRUNO KOPEC,4058 W 47TH ST 1ST,60632
+1612,24087,7,NaN,NORMAS PLACE,2727 E 92ND ST 1ST #,60617
+1613,24088,30,829,MARY'S TAVERN,3724 W DIVERSEY AVE 1ST,60647
+1614,241,42,638,PALM RESTAURANT,323 E WACKER DR,60601
+1615,24106,4,829,GEORGE'S COCKTAIL LOUNGE,646 S WABASH AVE 1ST,60605
+1616,24107,21,829,LEMELLE'S COCKTAIL LOUNGE INC.,1801 W 87TH ST 1ST,60620
+1617,24119,31,763,FENIX LOUNGE LTD,2906 N PULASKI RD 1ST,60641
+1618,24122,11,829,EUGENE S GEMBARA,2701 S ELEANOR ST 1ST,60608
+1619,24143,11,763,MATCHE'S TAVERN,2999 S LYMAN ST 1ST,60608
+1620,24151,41,763,ROMANS INN,6448 N MILWAUKEE AVE 1ST,60631
+1621,24173,1,763,VAS FOREMOST LIQUORS,2300-2304 N MILWAUKEE AVE 1ST,60647
+1622,24177,1,829,BONI'S SPORTS BAR,2417 N MILWAUKEE AVE 1ST,60647
+1623,24185,17,829,HOT CITY LOUNGE,7432 S RACINE AVE 1ST,60636
+1624,24192,1,743,QUENCHER'S INC,2401-2403 N WESTERN AVE 1ST,60647
+1625,242,2,829,BREHON PUB,731-733 N WELLS ST,60610
+1626,24200,22,743,El Sinaloense,2759 S PULASKI RD 1ST,60623
+1627,24214,47,829,MARGIE'S PUB,4145 N LINCOLN AVE 1ST,60618
+1628,24238,25,829,CAMINOS DE MICHOACAN,1659 W CULLERTON ST 1ST #,60608
+1629,24245,25,829,LOS TRES ACES,1758 W 21ST PL 1ST,60608
+1630,24263,3,639,GREAT LAKES LDG #43,5108 S PRAIRIE AVE 2ND,60615
+1631,24268,13,763,WEST LAWN AMVETS POST #192,4518 W 63RD ST 1ST,60629
+1632,24271,11,639,"CANARYVILLE S A C,458 W 45TH ST",ENTIR,60609
+1633,242724,2,725,AKA PARKING INC,1555 N DEARBORN PKWY,60610
+1634,242742,27,NaN,J & S PHOTO SERVICE INC,1000 N HALSTED ST,60622
+1635,242758,2,NaN,Dry Cleaning Center,451 W NORTH AVE,60610
+1636,242779,27,NaN,PIONEER ENGINEERING & ENVIRONMENT SERVICES INC.,700 N SACRAMENTO BLVD,60612
+1637,242795,32,775,FAT WILLY'S RIB SHACK,2416 W SCHUBERT AVE,60647
+1638,242803,12,NaN,ACCURATE SCALE COMPANY,1735 W 38TH ST,60609
+1639,24281,33,645,DENNIS GEORGES,3057 N ROCKWELL ST 1,60618
+1640,242810,12,666,BULK PETROLEUM,3269 S ARCHER AVE,60608
+1641,242811,38,NaN,MODUS CONSTRUCTION INC,4623 N CHESTER AVE # 210,60656
+1642,242827,42,775,COURTWAY RESTAURANT,29 S LA SALLE ST,60603
+1643,242832,42,743,PROOF,1045 N RUSH ST,60611
+1644,242839,36,775,G S G RESTAURANT,6001 W GRAND AVE,60639
+1645,242859,46,774,NEW YORK MARKET,3660 N LAKE SHORE DR,60613
+1646,242868,16,775,FRUTERIA Y CARNICERA LOPEZ,2705 W 59TH ST 1,60629
+1647,24288,27,NaN,CONTROL SERVICES CO,3040 W CARROLL AVE,60612
+1648,242884,45,763,ANDY LIS,5326 W LAWRENCE AVE,60630
+1649,242895,48,775,NEW AMERICAN MINI FOOD MART,1047 W GRANVILLE AVE,60660
+1650,242898,7,NaN,SAM MOY LAUNDRY,2426 E 75TH ST,60649
+1651,24291,33,NaN,"RICHARD & CHARLINE DE PINTOR,2903 N KEDZIE AVE",1,60618
+1652,242919,42,630,ELEPHANT & CASTLE PUB RESTAURANT,111 W ADAMS ST,60603
+1653,242929,33,NaN,RAMZ TELECOM CHICAGO INC,3538 W LAWRENCE AVE,60625
+1654,242931,22,NaN,FOOTSIEINC.,3954 W 26TH ST,60623
+1655,242966,7,775,NICK'S FOOD MART,2136 E 75TH ST,60649
+1656,242972,39,NaN,PIERRE'S MINI DETAIL CENTER INC,4454 N ELSTON AVE,60630
+1657,242973,50,NaN,ARSIM MUSTAFA,6967 N WESTERN AVE,60645
+1658,243005,22,775,IZALCO RESTAURANT,4377 W 26TH ST 1ST,60623
+1659,243019,50,NaN,CENTER CLEANERS,6019 N LINCOLN AVE,60659
+1660,24302,40,NaN,MILAKNIS ANIMAL HOSPITAL LTD,5638 N WESTERN AVE 1ST,60659
+1661,24303,36,NaN,MONT CLARE ANIMAL HOSPITAL LTD,6854 W GRAND AVE 1ST,60707
+1662,243033,8,775,ORBIT SUB,8061 S COTTAGE GROVE AVE,60619
+1663,243089,33,775,DANIEL'S GROCERY,3101 W IRVING PARK RD,60618
+1664,243092,37,775,OHIO FOOD MART,5345 W OHIO ST,60644
+1665,243128,12,NaN,TV AZTLAN,4100 S ASHLAND AVE 1 84,60609
+1666,243134,35,775,BHARAT BAZAAR,3900 W LAWRENCE AVE,60625
+1667,243136,2,725,IMPERIAL PARKING,777 N MICHIGAN AVE,60611
+1668,243146,17,NaN,GEORGE'S AUTO REPAIR INC.,6500 S KEDZIE AVE,60629
+1669,243162,35,775,JEREZ RESTAURANT SEA FOOD,4803 N PULASKI RD,60630
+1670,243183,42,775,ONE NORTH,1 N WACKER DR,60606
+1671,24322,39,NaN,"JON'S BARBER SHOP,5309 W DEVON AVE",1ST,60646
+1672,243233,21,NaN,KREMS JOINT HAIR SALON,155 W 95TH ST,60628
+1673,24327,40,NaN,"JOE MARIANO,1509 W BALMORAL AVE",1,60640
+1674,243293,46,NaN,DELGADO TRAVEL AGENCY INC,4552 N BROADWAY,60640
+1675,243307,26,NaN,SERGIOS CONSTRUCTION INC,1334 N LAWNDALE AVE,60651
+1676,243308,28,775,"SUN,SUMRINE FAST FOOD",321 N LARAMIE AVE,60644
+1677,243325,13,NaN,CUMBIA'S TOWING SERVICES,6554 S KEELER AVE,60629
+1678,243326,26,NaN,THE DOCTOR AUTO RADIATORS,1947 N PULASKI RD,60639
+1679,243338,25,NaN,FLEET SERVICE,2641 S LEAVITT ST 1,60608
+1680,243352,25,763,LA ADELITA,2058 W 19TH ST,60608
+1681,243355,19,NaN,CULBERSON CONSULTING,10511 S BELL AVE 1,60643
+1682,243386,20,775,SABRINA SUB,1206 W 51ST ST,60609
+1683,243400,32,NaN,NEXTEL,3169 N LINCOLN AVE,60657
+1684,243418,32,NaN,LUZ M RIVERA,2623 N CALIFORNIA AVE # 1N,60647
+1685,243439,16,NaN,FRANCISCO MARTINEZ,5925 S MOZART ST,60629
+1686,243473,37,NaN,GOT 2 GET IT MUSIC & VIDEO,5465 W CHICAGO AVE,60651
+1687,243499,42,NaN,"INDUSTRIAL OPTICAL SERVICE,LTD",44 E CHICAGO AVE,60611
+1688,243505,42,775,DUNKIN DONUTS,201 N CLARK ST,60601
+1689,243508,28,NaN,KABOSH INC,1425 S ASHLAND AVE,60608
+1690,243524,38,NaN,THE DISCOVERY MORTGAGE GROUP LTD,5643 W IRVING PARK RD,60634
+1691,243548,11,673,JOHN'S HEATING INC,2940 S WENTWORTH AVE,60616
+1692,243550,9,NaN,MUZICNET INC,8737 S STATE ST # 1,60619
+1693,243577,25,NaN,TELOLOAPAN MUFFLER & BRAKE II INC.,2100 S ASHLAND AVE,60608
+1694,243579,22,775,SONORA MEATS,4135 W 26TH ST,60623
+1695,243609,37,NaN,WESTOWN MORTGAGE CORPORATION,3846 W CHICAGO AVE,60651
+1696,24363,27,NaN,"PAT'S BARBER SHOP,768 W JACKSON BLVD",1ST,60661
+1697,243630,23,NaN,RM SYSTEMS SERVICES INC,5220 S PULASKI RD # C260,60632
+1698,243678,47,NaN,REX FASHION,1969 W LAWRENCE AVE,60640
+1699,243687,12,NaN,DUKA DO SANTOS,3553 S ARCHER AVE,60609
+1700,243689,46,NaN,WINDSOR CLEANERS,4521 N SHERIDAN RD,60640
+1701,243691,30,NaN,"COSTA DEL SOL TRAVEL INC,5413 W DIVERSEY AVE",A,60639
+1702,243695,33,NaN,ANGEL KIDS,3509 W LAWRENCE AVE,60625
+1703,243707,27,NaN,VISION WERX CONSTRUCTION,1437 W CHICAGO AVE,60642
+1704,243714,14,NaN,KOWALKOWSKI CONSTRUCTION CO,5100 S WESTERN AVE # 2,60609
+1705,243721,48,775,JIMMY JOHNS SANDWICH SHOPS,6153 N BROADWAY,60660
+1706,243739,42,NaN,SPECIALTY TITLE SERVICES INC,123 W MADISON ST 2ND 205,60602
+1707,243742,12,NaN,ANDRES REYES COMPUTERS,4100 S ASHLAND AVE 1ST 411/412,60609
+1708,243747,14,NaN,ALGO ESPECIAL MODA URBANA,5421 S KEDZIE AVE,60632
+1709,243753,8,NaN,THE HAIR LOFT SALON,8156 S STONY ISLAND AVE,60617
+1710,243789,14,NaN,DEPORTES EL CHANFLE,2810 W 55TH ST,60632
+1711,243800,42,NaN,"AKAL YOGA,141 W JACKSON BLVD",750,60604
+1712,243803,48,NaN,RAVEN THEATRE COMPANY,6157 N CLARK ST 1,60660
+1713,243806,44,829,PADDY LONG'S,1028 W DIVERSEY PKWY 1,60614
+1714,243836,19,NaN,WORTHY INVESTMENTS LLC,11147 S ESMOND ST,60643
+1715,243862,22,NaN,ESPERANZA GROUP INC.,3810 W 26TH ST 2ND FL,60623
+1716,243878,43,638,NORTHSTAR EATERY,1765 N STOCKTON DR,60614
+1717,243950,30,NaN,HIGH STYLE FLOWER GIFT SHOP,6001 W BELMONT AVE,60634
+1718,243962,37,NaN,KBS FASHIONS,4545 W DIVISION ST,60651
+1719,243969,35,NaN,LAUNDRY BY PHONE LLC,4841 N RIDGEWAY AVE # 1,60625
+1720,243986,37,NaN,Tom's Clothes,4545 W DIVISION ST # O1920,60651
+1721,244016,10,720,CHURCH OF THE ANNUNCIATA,11128 S AVENUE G,60617
+1722,244037,44,NaN,U S CELLULAR,3019 N CLARK ST,60657
+1723,244056,37,NaN,CENTRO MUSICAL DISTRIBUTON CORP,4545 W DIVISION ST,60651
+1724,244073,37,NaN,"RUBEN'S,4545 W DIVISION ST",A181,60651
+1725,244130,28,NaN,HENRY E. FINLEY,101 N PINE AVE,60644
+1726,244134,37,NaN,AMBROSIO BELTRAN,4545 W DIVISION ST # M-18,60651
+1727,244138,37,NaN,ANGEL LOW PRICE,4545 W DIVISION ST 1718 O-16,60651
+1728,24415,8,NaN,SMITHS BARBER SHOP,925 E 79TH ST 1ST,60619
+1729,244157,44,638,PLATIYO,3313 N CLARK ST,60657
+1730,24416,19,NaN,"PETE'S BARBER,1958 W 95TH ST",1,60643
+1731,24418,29,NaN,"GALE OAK BARBERS,6836 W NORTH AVE",1,60707
+1732,24422,20,NaN,HELEN'S BARBER SHOP,6055 S DR MARTIN LUTHER KING JR DR 1ST,60637
+1733,24427,26,NaN,"SPORTSMANS BARBER SHOP,3628 W ARMITAGE AVE",1ST,60647
+1734,24452,6,NaN,JOE'S STYLE CITY,6959 S HALSTED ST,60621
+1735,244617,22,NaN,LOYOLA METAL WORKS,3242 S PULASKI RD,60623
+1736,24465,6,NaN,MUJ-TA-MIN BARBER SHOP,718 E 79TH ST 1ST,60619
+1737,24467,1,NaN,JOES HAIR STUDIO,3005 W ARMITAGE AVE,60647
+1738,24469,14,864,CLOVERHILL-PASTRY,4464 W 44TH STREET ST,60632
+1739,24478,30,NaN,TRAVEL BUREAU INC,5736 W BELMONT AVE 1ST,60634
+1740,24479,42,NaN,HOLLANDER & FEUERHAKEN,141 W JACKSON BLVD 33RD 3325,60604
+1741,244791,44,NaN,CORPORATE CREATIONS CHICAGO LLC,705 W BELMONT AVE,60657
+1742,244808,34,NaN,"FOUR H JANITORIAL SERVICE,1208 W 110TH PL",HOUSE,60643
+1743,244848,9,666,AMM CITGO INC.,9452 S COTTAGE GROVE AVE,60619
+1744,244914,33,NaN,Al Ameer General Merchandise Inc.,3207 W LAWRENCE AVE,60625
+1745,244918,42,775,PATTIES QUICK & LITE,700 N MICHIGAN AVE # 815,60611
+1746,244920,12,NaN,AG SALES,4100 S ASHLAND AVE 1 140,60609
+1747,244955,26,775,BEGIN,3209 W ARMITAGE AVE,60647
+1748,244994,33,775,LITTLE CAESAR'S,3135 W ADDISON ST,60618
+1749,245019,19,NaN,Fairshare Amusement,3410 W 111TH ST,60655
+1750,24503,35,864,ARWAY CONFECTIONS,3323 W NEWPORT AVE 1ST,60618
+1751,245031,13,NaN,OZZIE'S CUSTOM CONCRETE,5636 S NAGLE AVE 1ST,60638
+1752,245036,5,NaN,BIKE CLINIC,2221 E 71ST ST,60649
+1753,245048,42,775,"GRAND LUX CAFE,111 E ONTARIO ST",2ND,60611
+1754,245054,27,NaN,NITEL NI Investments,1101 W LAKE ST 4&6TH,60607
+1755,245056,48,NaN,JACK'S LIQUIDATORS,6166 N SHERIDAN RD # 4B,60660
+1756,24506,12,NaN,NORTON & SON OF ILLINOS,4219 S WOLCOTT AVE,60609
+1757,24518,26,NaN,M & J LAUNDERETTES INC,3812 W NORTH AVE,60647
+1758,245185,8,829,CLUB ESCAPE,1530 E 75TH ST,60619
+1759,245209,3,775,Opera,1301 S WABASH AVE # 1ST,60605
+1760,245218,20,NaN,DRUMMOND INTERNATIONAL,5636 S LOWE AVE,60621
+1761,24524,8,NaN,SWAN CLEANERS,8216 S STONY ISLAND AVE,60617
+1762,245253,28,NaN,"QUICK,COM,ll",238 N PULASKI RD,60624
+1763,24530,46,NaN,MONITOR CLEANERS INC,4601 N CLARK ST 1ST,60640
+1764,245307,45,NaN,DIAMOND NAILS,3953 W IRVING PARK RD 1ST,60618
+1765,245322,42,NaN,JENNIFER DUBOWSKY,325 W HURON ST # 308,60610
+1766,245323,42,NaN,THE VANDERBILT GROUP INC,200 S WACKER DR # 3100,60606
+1767,245351,1,NaN,HENRY SMID PLUMBING & HEATING CO. INC.,1311 N WICKER PARK AVE # 1ST,60622
+1768,245357,50,NaN,HYBRID SYSTEMS,2335 W DEVON AVE # 214,60659
+1769,24536,34,NaN,BELL BROS 29 MINUTE CLNRS,10000 S HALSTED ST 1ST,60628
+1770,245361,47,NaN,"HANGER,18 INC.",4726 N LINCOLN AVE,60625
+1771,245397,26,NaN,EL RINCONCITO SABROSO,1300 N WESTERN AVE,60622
+1772,245413,44,775,AVENUE TAVERN,2914-2916 N BROADWAY,60657
+1773,24545,30,NaN,E & J SERVICE,5359 W ADDISON ST 1ST,60641
+1774,245492,43,774,PARKWEST LIQUORS AND SMOKE SHOP,2581 N LINCOLN AVE,60614
+1775,245499,6,NaN,UJAMAA CONSTRUCTION INC,400 W 76TH ST 3 335,60620
+1776,245500,21,829,REESE'S LOUNGE,1827 W 87TH ST,60620
+1777,245519,14,775,Pete's Fresh Market #2,4700 S KEDZIE AVE,60632
+1778,245542,5,638,BAR LOUIE,5500 S SHORE DR,60637
+1779,245548,14,775,MARY'S LEMONADE STAND,2423 W 51ST ST,60632
+1780,245559,27,NaN,THE NEW SCHOOL FOR MASSAGE BODYWORKS AND HEALING,800 N WELLS ST # 3RD,60610
+1781,245569,21,NaN,"DUPE'S,AUTO ENTERPRISES",9200-4 S ASHLAND AVE,60620
+1782,24561,32,712,"LARRYS SERVICE STATION INC,1834 N DAMEN AVE",1,60647
+1783,245657,6,NaN,JAMES J. JORDAN JR.,360 W NORMAL PKWY,60621
+1784,245677,1,NaN,MOONSHINE,1824 W DIVISION ST 1ST,60622
+1785,245700,9,673,HATTEN PROPERTIES,9339 S CALUMET AVE,60619
+1786,24573,35,666,KENNEDY-KIMBALL SERVICE INC,3330 N KIMBALL AVE 1ST,60618
+1787,245758,42,763,BILLY GOAT TAVERN & GRILL,430 N MICHIGAN AVE LL,60611
+1788,245764,3,NaN,CROSSROAD - BUSINESS CONSULTANTS,5108 - 10 S CALUMET AVE # 1,60615
+1789,245769,8,NaN,WIDEOPENWEST ILLINOIS2 LLC,9511 S DORCHESTER AVE,60628
+1790,24578,21,NaN,D & W AUTOMATIC TRANSMISSION,501 W 95TH ST,60628
+1791,245799,42,NaN,FOX STATIONS SALES INC.,500 N MICHIGAN AVE # 900,60611
+1792,245822,14,NaN,MC JEWELRY,4762 S KEDZIE AVE,60632
+1793,245827,7,NaN,THOMAS QUALITY CONSTRUCTION,8051 S ESSEX AVE # 2,60617
+1794,245836,40,638,OLYMPIC CLUB,2615 W LAWRENCE AVE,60625
+1795,245885,34,775,BASS FISH & CHICKEN,10343 S HALSTED ST,60628
+1796,245896,28,NaN,AA DISCOUNT MUFFLER INC,151 N CICERO AVE,60644
+1797,245919,42,NaN,SPEX,44 E CHICAGO AVE,60611
+1798,245934,2,NaN,Glassworks Inc.,1647 N CLYBOURN AVE,60614
+1799,245952,42,775,BELLWETHER MEETING HOUSE & EATERY,302 E ILLINOIS ST,60611
+1800,24596,6,NaN,LEOS METROPOLITAN FLORIST,407 E 71ST ST 1ST,60619
+1801,245998,50,638,WHATS COOKING RESTAURANT,6181 N LINCOLN AVE,60659
+1802,246136,6,NaN,QUALITY MART PLUS,7910 S COTTAGE GROVE AVE 1ST,60619
+1803,246150,6,NaN,JOHN HOME CONSTRUCTION,7732 S COTTAGE GROVE AVE 313 #,60619
+1804,246166,42,NaN,AVANADE INC,161 N CLARK ST,60601
+1805,24617,40,NaN,"FOSTER FLORAL SHOP,2463 W FOSTER AVE",1,60625
+1806,246170,15,NaN,NINAS FASHION,4504 S ASHLAND AVE,60609
+1807,246183,17,NaN,J & R FOOD,2638 W 71ST ST,60629
+1808,246213,27,NaN,BYTEMANAGERS INC,700 N GREEN ST,60642
+1809,246223,34,NaN,WILD WILD CLOTHING CO.,11125 S HALSTED ST,60628
+1810,246227,37,NaN,Jamestown Computers,4545 W DIVISION ST,60651
+1811,24625,1,NaN,"BARBARA'S FLORIST-GIFT SHOP,753 N ASHLAND AVE",1,60622
+1812,246263,9,763,CITGO,10007 S MICHIGAN AVE,60628
+1813,246269,41,NaN,AIM SUPPLY INC.,5422 N SAYRE AVE,60656
+1814,246281,4,NaN,MARC'S CUSTOM DRY CLEANERS,4856 S COTTAGE GROVE AVE,60615
+1815,246290,25,NaN,MEK LI CHEN,230 W 24TH ST,60616
+1816,246306,49,720,HOUSING OPPORTUNITIES FOR WOMEN,1607 W HOWARD ST 3RD,60626
+1817,246319,6,775,YUNG'S CHOP SUEY,119 E 79TH ST 1,60619
+1818,246336,11,NaN,WINDY CITY HARDWARE,3263 S HALSTED ST,60608
+1819,24634,7,NaN,EVELYN MCCURINE,7801 S EXCHANGE AVE,60649
+1820,24635,27,NaN,VANS INC.,1311 W RANDOLPH ST 1ST,60607
+1821,246356,8,NaN,ABC CELLULAR 21,804 E 79TH ST,60619
+1822,24638,45,NaN,ELECTRIC MTR CORP,3865 N MILWAUKEE AVE,60641
+1823,246388,11,NaN,ED'S AUTO CENTER,3621 - 3625 S HALSTED ST,60609
+1824,246393,45,NaN,TRENDS,4908 W IRVING PARK RD,60641
+1825,246421,4,NaN,EDUCATIONALGAMEWORKS LLC,3148 S DR MARTIN LUTHER KING JR DR,60616
+1826,246426,1,NaN,G & E GIFT SHOP,1837 W CHICAGO AVE,60622
+1827,246434,50,NaN,"SYED'S STUDIO,INC.",2752 W DEVON AVE,60659
+1828,246436,47,NaN,312 CONSTRUCTION COMPANY,4043 N RAVENSWOOD AVE,60613
+1829,24644,39,816,BOHEMIAN NATL CEMETERY AS,5255 N PULASKI RD,60630
+1830,24646,47,NaN,The Dupli Group Inc,3628 N LINCOLN AVE,60613
+1831,246472,28,763,Tayson Food Mart Inc.,4153 W MADISON ST,60624
+1832,24656,37,929,CHAMBERS GASKET & MFG CO,4701 W RICE ST,60651
+1833,246566,25,NaN,MICO DESIGNS LTD,1432 W 21ST ST,60608
+1834,246574,7,775,79TH KINGSTONE FOOD MART,2523 E 79TH ST,60649
+1835,246598,10,NaN,SOUTH CHICAGO PARENTS & FRIENDS,10241 S COMMERCIAL AVE,60617
+1836,246599,14,NaN,GARCIA LIFE PARTNERS LTD.,5101 S KILDARE AVE,60632
+1837,246662,43,NaN,"SYMEDINC.,2502 N CLARK ST",210,60614
+1838,246668,28,NaN,TAYLOR & ASSOCIATES,349 N HOMAN AVE,60624
+1839,246717,50,775,HOT ROD GRILL,6237 N WESTERN AVE,60659
+1840,246722,42,NaN,LaSalle Network,200 N LA SALLE ST 25 2500,60601
+1841,246728,32,NaN,IMPERIAL LANDS INC,3355 N WESTERN AVE,60618
+1842,246790,44,763,HALSTED & ADDISON FOOD,801 W ADDISON ST,60613
+1843,24681,2,NaN,HOWE CORPORATION,1650 N ELSTON AVE,60622
+1844,246832,40,638,CAFE MIMOZA,2625 W LAWRENCE AVE 1,60625
+1845,246853,15,775,RED SNAPPER GRILL,1951 W GARFIELD BLVD,60636
+1846,246865,35,763,CROWN LIQUORS,2821 N MILWAUKEE AVE 1,60618
+1847,246872,16,775,JUN HOE TOY RESTAURANT,2550 W 63RD ST,60629
+1848,246876,24,775,GOLO,3731 W ROOSEVELT RD,60624
+1849,24689,14,NaN,GEO-RAE CORP,4500 S TRIPP AVE 3RD,60632
+1850,246900,42,775,BELLA! BACINO'S,75 E WACKER DR,60601
+1851,24691,8,816,RAY ANDERSON CO,1140 E 78TH ST 1ST,60619
+1852,246914,2,NaN,SEISMICOM INC.,1401 W WABANSIA AVE 2 #,60622
+1853,246915,32,NaN,AMC THEATRES,2600 N WESTERN AVE,60647
+1854,24692,27,NaN,VEECO BEAUTY EQUIP MFG CO,1217 W WASHINGTON BLVD,60607
+1855,246955,42,775,GATEWAY NEWS STAND,128 N STATE ST,60602
+1856,246956,11,775,WALLACE FOODS CORPORATION,3758 S WALLACE ST,60609
+1857,246973,14,NaN,El Dorado Western Wear,2621 W 51ST ST 1 #,60632
+1858,246993,27,NaN,WOW CONCEPTS,113 S PAULINA ST,60612
+1859,246995,42,NaN,GALLAGHER TRAVEL SERVICE,330 S WELLS ST 1400 #,60606
+1860,247002,25,638,PLUSH-CHICAGO,1104 W MADISON ST 1 #,60607
+1861,24702,30,NaN,"AUTOMATIC LABEL & LITHOG,3734 W BELMONT AVE",NE CO,60618
+1862,247073,50,775,Al Sabah Audio Video,2506 W DEVON AVE,60659
+1863,247132,38,NaN,POLSOFT CORP.,3407 N HARLEM AVE,60634
+1864,247146,36,638,Los Cazos,5945 W FULLERTON AVE,60639
+1865,24717,17,NaN,COOKIES COCKTAIL LOUNGE,1024 W 79TH ST,60620
+1866,247187,28,775,SIAM POT,1509 W TAYLOR ST,60607
+1867,247196,14,NaN,Bel Aire Bridal Gown Cleaners,4454 S KEDZIE AVE,60632
+1868,24721,11,NaN,TONYS BODY & FENDER SHOP INC,2701 S HALSTED ST 1ST,60608
+1869,247213,21,NaN,COIN OP,9301-9303 S HALSTED ST,60620
+1870,247221,28,775,LAKE& PULASKI FOOD,3961 W LAKE ST,60624
+1871,24723,37,NaN,WILKENS ANDERSON CO,4525 W DIVISION ST,60651
+1872,247248,46,NaN,TIME TRADING II,4537 N CLARK ST,60640
+1873,247287,5,894,RAAD & COMPANY HAIR DESIGN,1709 E 55TH ST 1,60615
+1874,24730,40,NaN,FAMILY PRIDE,5564 N LINCOLN AVE,60625
+1875,247321,1,763,"SULTAN 'S,MARKET",2057 W NORTH AVE,60647
+1876,247372,14,929,ANONIO DIMAS,5025 S HOMAN AVE 1 #,60632
+1877,247375,25,NaN,THE A & H BINDERY,1060 W ADAMS ST 3 W,60607
+1878,247379,47,NaN,KEARNS DESIGN GROUP,3701 N RAVENSWOOD AVE 252 #,60613
+1879,247384,7,775,LAKESIDE FOODS INC.,8058 S COLES AVE,60617
+1880,247403,27,NaN,SOLIS CONSTRUCTION INC.,2300 W MADISON ST,60612
+1881,24744,4,NaN,HYDE PARK ANIMAL CLINIC PL,5210 S HARPER AVE 1ST,60615
+1882,247450,15,763,TERRY FOOD #2,6558 S ASHLAND AVE,60636
+1883,247485,29,NaN,GLEN ELLYN STORAGE CORPORATION,5410 W ROOSEVELT RD B3 102,60644
+1884,247493,42,623,GENEVA SEAL,112 E OAK ST 1 1,60611
+1885,247497,26,663,PALETERIA FLOR DE MICHOACAN,2642 W DIVISION ST,60622
+1886,24750,3,904,H MEYERS ACE HDW INC,315 E 35TH ST 1ST,60616
+1887,247503,16,NaN,JIMMIE WROUGHT IRON FENCE,6310 S CARPENTER ST,60621
+1888,247505,22,NaN,G & G'S INSTALLERS,4049 W OGDEN AVE,60623
+1889,247507,10,NaN,TONY FREEZE,8464 S COMMERCIAL AVE,60617
+1890,24752,31,NaN,CITY WIDE AUTOMOTIVE SPLY INC,5210 W BELMONT AVE,60641
+1891,247523,38,673 | 816,UGLY TUB? INC,6057 W IRVING PARK RD,60634
+1892,247525,8,NaN,SOUTHSIDE TATTOOS & BODY PIERCING LLC,8548 S STONY ISLAND AVE,60617
+1893,247569,27,NaN,AACHEN STORAGEMART,1015 N HALSTED ST,60622
+1894,24757,2,864,"BEAR STEWART CORP,1636 N HONORE ST",1,60622
+1895,24760,20,825 | 823,BUSY BUMBLE BEE ACADEMY DAYCARE,6450 S COTTAGE GROVE AVE # 1ST,60637
+1896,247602,43,NaN,LASALLE STREET DEVELOPMENT INC.,1132 W MONTANA ST,60614
+1897,247639,4,NaN,THE UPS STORE,47 W POLK ST,60605
+1898,24766,21,NaN,SAMPSON FRANKLIN,8331 S RACINE AVE 1ST,60620
+1899,247717,40,775,J&B FOOD & CIGARETTES,6532 N CLARK ST,60626
+1900,24774,44,NaN,ALAMBRA GARDEN HOME AND PATIO,3753 N SOUTHPORT AVE,60613
+1901,24777,19,724,CUSTOM TRAVEL SERVICE INC,10716 S BELL AVE,60643
+1902,247776,12,NaN,CRUZIN SOUNDZ INC,3115 W 26TH ST,60623
+1903,247781,28,775,DANS CHINESE MIDWEST,3854 W MADISON ST,60624
+1904,247804,42,NaN,SHOPPERTRAK RCT CORPORATION,200 W MONROE ST 11TH,60606
+1905,247844,27,NaN,"MARQUETTE PARTNERS LP,801 W ADAMS ST",5,60607
+1906,247851,42,NaN,"THE KALEIDOSCOPE GROUP,434 W ONTARIO ST",200,60610
+1907,247942,39,NaN,"METROPOLITAN-CONSTUCTION AND DEVELOPMENT,4001 W DEVON AVE",338,60646
+1908,247958,50,NaN,Geet Video,6353 N WESTERN AVE,60659
+1909,248,45,NaN,J SON LIQUORS,3652 W IRVING PARK RD,60618
+1910,248006,40,NaN,OMEGA HOME HEALTHCARE,2320 W PETERSON AVE 5TH,60659
+1911,248046,3,NaN,SONAK ELECTRICAL CONTRACTORS,18 E 24TH ST,60616
+1912,248049,32,NaN,WOW & ZEN,2105 W ARMITAGE AVE,60647
+1913,248115,42,855,RELIABLE VALET PARKING INC./ AY CHIWOWA,311 W CHICAGO AVE,60654
+1914,248139,8,775,HAROLDS CHICKEN SHACK #19,808 E 79TH ST,60619
+1915,24821,27,864,L ISAACSON STEIN FISH CO INC,800 W FULTON MARKET,60607
+1916,248217,9,NaN,STUDIO 121 HAIR SALON,12145 S MICHIGAN AVE,60628
+1917,248236,47,NaN,Lakeview General Contractor Inc.,4350 N DAMEN AVE,60618
+1918,248269,27,864,FULTON STREET BAKING,2011 W FULTON ST,60612
+1919,24829,27,864,"MALONEY CUNNINGHAM & DE VIC,1114 W FULTON MARKET",1ST,60607
+1920,248291,47,NaN,BIONIC HAIR DESIGNS,5028 N BROADWAY,60640
+1921,24832,39,864,"V.E. BERG & SON CO.,4949 N ELSTON AVE",BLDG,60630
+1922,248330,2,704,Kiva Salon #24107,835 N MICHIGAN AVE,60611
+1923,248398,30,775,ZASCIANEK,5752 W BELMONT AVE,60634
+1924,248426,36,NaN,MUEBLERIA-DOMINGUEZ INC,5319 W FULLERTON AVE,60639
+1925,24845,27,864,NORTHWEST MEAT COMPANY,351 N JUSTINE ST 1ST,60607
+1926,248454,3,NaN,EQUINIX OPERATING COMPANY,350 E CERMAK RD,60616
+1927,248482,27,NaN,WAK PICTURES INC,1504 N FREMONT ST,60622
+1928,24849,35,865,ELSTON SELF SERVICE,3761 N ELSTON AVE,60618
+1929,248498,42,NaN,CHICAGO WINTER DANCE,201 E RANDOLPH ST,60601
+1930,248504,6,NaN,RENEE S SMITH,7324 S EBERHART AVE 2,60619
+1931,248535,31,775,MARTINI CLUB AT MANOR BOWLING AND BILLIARD,3124 N CENTRAL AVE,60634
+1932,24854,46,729,"LAWRENC HOUSE DRUG CO,1026 W LAWRENCE AVE",GRND,60640
+1933,248543,12,NaN,"LOPEZ HNOS,CONSTRUCTION",2815 W 25TH ST,60623
+1934,248548,42,775,QUIZNOS,128 S FRANKLIN ST,60606
+1935,248570,2,911,AKIRA,1922 W NORTH AVE,60622
+1936,248630,29,NaN,CENTURY FUNERAL HOME,5838 W DIVISION ST,60651
+1937,248640,37,775,JJ FISH & CHICKEN,5500 W CHICAGO AVE,60651
+1938,248644,47,775,MIMI'S MART,3601 N DAMEN AVE,60618
+1939,248649,22,NaN,Monica Ortiz,3040 S HOMAN AVE 1,60623
+1940,248665,4,NaN,APOLLO COMPUTER CORP.,5234 S BLACKSTONE AVE,60615
+1941,248667,9,666,KADALIMATTAM CORPORATION,721 E 103RD ST,60628
+1942,248679,2,NaN,FLETCHER JONES AUDI,1111 N CLARK ST,60610
+1943,248682,2,712 | 818,FLETCHER JONES VOLKSWAGEN,1111 N CLARK ST,60610
+1944,248683,27,NaN,FLETCHER JONES OF CHICAGO,1111 W DIVISION ST,60622
+1945,24872,26,829,ROSA'S LOUNGE,3420 W ARMITAGE AVE 1ST #,60647
+1946,248730,39,775,SUBWAY SANDWICHES,4101 W LAWRENCE AVE,60630
+1947,24875,43,775,THE MARKET PLACE FOODSTORE,521 W DIVERSEY PKWY # 1ST,60614
+1948,248771,47,720,THE THRESHOLDS,4101 N RAVENSWOOD AVE,60613
+1949,24878,26,NaN,GREGOLIO RIVERA ACEVADO,3743 W ARMITAGE AVE 1ST,60647
+1950,248788,10,NaN,CRYSTAL WIRELESS TWO,9274 S SOUTH CHICAGO AVE,60617
+1951,24879,27,763,UPDOWN TOBACCO SHOP,1550 N WELLS ST 1ST,60610
+1952,248790,26,NaN,GRAND WHOLESALE,3834 W GRAND AVE,60651
+1953,248794,42,NaN,KC JEWELERS INC.,5 S WABASH AVE 10 1011,60603
+1954,24880,13,NaN,JOHN'S SERVICE CENTER,6301 S MAJOR AVE 1ST,60638
+1955,248815,34,NaN,HIS GIFT TO ME :The Inspirational Novelty Sh...,1215 W 115TH ST,60643
+1956,24889,16,NaN,ENGLEWOOD HARDWARE & PAINT INC,1013 W 63RD ST,60621
+1957,24894,30,NaN,G M G AUTO SERVICE,3076 N MILWAUKEE AVE 1ST,60618
+1958,24899,38,711,A-ACTION AUTO INC,6645 W IRVING PARK RD 1ST,60634
+1959,24923,50,712,HOWARD AUTO SALES INC.,2857 W HOWARD ST 1ST,60645
+1960,24935,39,NaN,"IMPERIAL REALTY CO,4747 W PETERSON AVE",200,60646
+1961,24939,15,796,PALETERIA AYUTLA,2404 W 46TH PL,60632
+1962,24942,22,NaN,"ALLENDES HARDWARE & PLUMBING,3558 W 26TH ST",1ST,60623
+1963,249666,37,NaN,ADVANTAGE MANUFACTURING INC.,1458 N LAMON AVE,60651
+1964,249673,33,NaN,HORUSS MICROSYSTEMS,4334 N SACRAMENTO AVE 3 E,60618
+1965,249676,43,720,MIDWEST BUDDHIST TEMPLE,435 W MENOMONEE ST,60614
+1966,249677,36,NaN,ELSA MENDEZ,3135 N NARRAGANSETT AVE,60634
+1967,24969,29,NaN,MONTCLARE PAINT STORE,7106 W GRAND AVE 1ST,60707
+1968,249696,18,724,PROMAR PRODUCTIONS,4658 W 84TH PL 1ST,60652
+1969,249706,14,NaN,FELIPE ROSAS,5337 S CAMPBELL AVE,60632
+1970,24974,10,NaN,NAPA AUTO PARTS,12958 S CARONDOLET AVE,60633
+1971,249749,31,NaN,"FRUTO DE FE,2441 N LARAMIE AVE",1 SO.,60639
+1972,249773,42,NaN,MEETINGLINK,360 E RANDOLPH ST 3206,60601
+1973,249795,34,NaN,ARCE DEVELOPMENT,1019 W 109TH PL,60643
+1974,24982,45,NaN,STANTON HOBBY SHOP INC,4718 N MILWAUKEE AVE,60630
+1975,249847,25,NaN,Best 1-Hour Cleaners,500 W ROOSEVELT RD,60607
+1976,249858,40,NaN,MERCADO G. BALTAZAR,2202 W FOSTER AVE,60625
+1977,249886,16,NaN,JOSE F CARDENAS,3037 W 59TH ST,60629
+1978,24995,45,NaN,"PORTAGE AUTO PARTS INC,3920 N MILWAUKEE AVE",1,60641
+1979,249956,21,724,MARVELOUS MAGIC,8720 S ASHLAND AVE 3 3B,60620
+1980,249962,8,NaN,BROTHER HOOD BARBER SHOP,1734 E 87TH ST,60617
+1981,249964,50,775,RAVIKABAB HOUSE,2447 W DEVON AVE,60659
+1982,24997,17,NaN,WALTER H TRIBBLE,7126 S ASHLAND AVE,60636
+1983,24998,46,NaN,"WALLIS DISC DEPT STORE,4647 N BROADWAY",1ST,60640
+1984,249989,49,NaN,CHAMPION CLOSEOUTS,1600 W PRATT BLVD,60626
+1985,250014,25,NaN,"PILSEN BOOKS,500 W CERMAK RD",42,60616
+1986,250044,1,NaN,DANA'S TOWING INC,1501 W GRAND AVE,60642
+1987,250133,26,NaN,SALVADOR GENERAL MERCHANDISE,4056 W ARMITAGE AVE 1,60639
+1988,250135,16,NaN,G.I.R.L. MAX INC.,5652 S ASHLAND AVE,60636
+1989,250162,49,NaN,"LINDA L,POWELL,1354 1/2 W GREENLEAF AVE",1B,60626
+1990,250169,16,NaN,MARK A. MOSLEY,6005 S CAMPBELL AVE,60629
+1991,250214,44,NaN,EDC PROPERTY MANAGEMENT,710 W OAKDALE AVE,60657
+1992,250304,15,NaN,DENNIS J HADER,2308 W 48TH PL,60609
+1993,250346,42,NaN,THOMAS S WAICUNAS,441 W ERIE ST,60610
+1994,250354,42,775,"FRESH CHIOCE,233 N MICHIGAN AVE",F,60601
+1995,250400,27,NaN,ULLO DESIGNS LTD.,1540 N ORLEANS ST 1 1,60610
+1996,25051,28,720,MOUNT SINAI HOSPITAL MEDICAL CENTER,2750 W 15TH PL 1ST,60608
+1997,250512,27,763,"DIVISION FOOD MART,3701 W DIVISION ST",1,60651
+1998,250535,19,NaN,LITTLE HANDS LEARNING CENTER,2324 W 111TH ST,60643
+1999,250544,2,775,"AION ANTIQUITIES TEAHOUSE,2135 W DIVISION ST",1F,60622
+2000,250547,42,743,MUSIC AND DANCE THEATER CHICAGO,205 E RANDOLPH ST,60601
+2001,250611,36,775,RESTAURANT EL RANCHITO,5959 W GRAND AVE,60639
+2002,250631,10,NaN,Talk Is Cheap,3542 E 118TH ST,60617
+2003,250661,14,775,MAXWELL STREET POLISH,4835-37 S ARCHER AVE,60632
+2004,250662,46,775,CONNEXIO CAFE,1140 W WILSON AVE,60640
+2005,250677,1,NaN,MI CASA,2441 W ARMITAGE AVE,60647
+2006,250678,8,NaN,BADER FOOD INC.,1958 E 79TH ST,60649
+2007,25071,37,NaN,EDWARD J GORDON,5433 W NORTH AVE 1ST,60639
+2008,250719,6,NaN,SINCERE,610 E 79TH ST,60619
+2009,250732,37,NaN,DOROTHY BROWN,4904 W KAMERLING AVE,60651
+2010,250744,13,775,7-ELEVEN,4353 W 55TH ST,60632
+2011,250815,41,NaN,"TOM 'S,CLEANERS",7642 W TOUHY AVE,60631
+2012,250823,17,NaN,RAM PAK,2951 W 63RD ST,60629
+2013,250852,29,NaN,H & F ASSOCIATES L.L.C.,317 N MAYFIELD AVE,60644
+2014,25089,32,NaN,CENTURY LUMBER CO,2785 N CLYBOURN AVE,60614
+2015,250901,17,NaN,C & J PROCESSING,6412 S ALBANY AVE,60629
+2016,250910,42,NaN,RSM US WEALTH MANAGEMENT LLC,1 S WACKER DR 5-9 500-900,60606
+2017,250913,39,NaN,"R & B PLUMBING AND,CONSTRUCTIN INC.",3834 W BERTEAU AVE,60618
+2018,250924,30,775,MICHAELS RESTAURANT,3384 N MILWAUKEE AVE 1,60641
+2019,250956,15,NaN,A.J. WRIGHT #267,1422 W 47TH ST,60609
+2020,250962,22,NaN,DNP ACQUISTION CO.,3200 S KILBOURN AVE,60623
+2021,25098,28,NaN,JIFFY METAL PRODUCTS INC,5025 W LAKE ST,60644
+2022,250988,22,NaN,AZTLAN HEATING-COOLING,2433 S PULASKI RD,60623
+2023,25099,37,NaN,"MID CITY DIE & MOLD CORP,1743 N KEATING AVE",1ST,60639
+2024,25102,28,NaN,TRAMCO PUMP CO,1500 W ADAMS ST 1ST,60607
+2025,25103,37,NaN,DURITE SCREW CORP,1817 N LONG AVE,60639
+2026,25104,36,NaN,LEMKE SCREW PRODUCTS CO INC,4911 W GRAND AVE 1ST,60639
+2027,251050,30,NaN,HN NAILS,5716 W FULLERTON AVE,60639
+2028,251057,44,775,GNC,3601 N SOUTHPORT AVE 1ST,60613
+2029,251088,2,NaN,DOODLEBUGS,2130 W LE MOYNE ST,60622
+2030,25109,23,NaN,CASSI MACHINE COMPANY,6049 S OAK PARK AVE,60638
+2031,25116,37,NaN,"MAGNUS SCREW PRODUCTS,1818 N LATROBE AVE",1ST,60639
+2032,251213,27,NaN,"SLATTERY DESIGN GROUP INC.,311 N ABERDEEN ST",200A,60607
+2033,25123,16,NaN,GENERAL AUTOMOTIVE MACHINISTS,6032 S ASHLAND AVE,60636
+2034,251231,8,NaN,"ARTISAN TERRAZZO INCORPORATED,1637 E 87TH ST",428,60617
+2035,251246,17,666,Food 4 Less Midwest #552 Fuel Center,6942-6944 S ASHLAND AVE,60636
+2036,251280,42,638,THE PEPPER CANISTER,509 N WELLS ST,60610
+2037,251283,47,775,WATERHOUSE TAVERN AND GRILL,3407 N PAULINA ST 1,60657
+2038,251284,39,666,2001 GAS CENTRAL,6308 N CENTRAL AVE,60646
+2039,251299,14,NaN,NAIL ACADEMY,4324 S PULASKI RD,60632
+2040,251328,42,624,DOUGLASROSIN DECORATIVE ARTS ANTIQUES,730 N WELLS ST,60610
+2041,25135,39,NaN,"A-1 QUALITY WELDING,4418 N ELSTON AVE",1,60630
+2042,25136,36,NaN,DUALL AUTOMATION & FEEDER CO,5711 W GRAND AVE # 1ST,60639
+2043,25137,25,NaN,"H ROBERT SLATER CO,2050 W 18TH ST",1,60608
+2044,251391,21,763,GAS FOR LESS,8510 S ASHLAND AVE,60620
+2045,25140,39,NaN,ALWARD MANUFACTURING CORP,4632 W LAWRENCE AVE 1ST,60630
+2046,251430,37,NaN,CMV SHARPER FINISH INC,4500 W AUGUSTA BLVD,60651
+2047,251432,21,NaN,KENNETH MITCHELL,746 W 87TH ST,60620
+2048,251435,6,NaN,IT'S U CARICATURES,7110 S EMERALD AVE,60621
+2049,251438,16,NaN,"VAN,T LE",1007 W 63RD ST,60621
+2050,251448,45,NaN,SELENI'S BOUTIQUE CORP.,4310 N MILWAUKEE AVE,60641
+2051,251468,41,775,NEW CHINA BUFFET,7310 W FOSTER AVE,60656
+2052,251519,48,724,"STICKS AND STONES SURFACES,5544 N GLENWOOD AVE",3-E,60640
+2053,251533,48,829,Parlour On Clark,6341 N CLARK ST,60660
+2054,251535,25,NaN,BEST SOURCE PARTS CORPORATION,2500 S WESTERN AVE,60608
+2055,251544,39,NaN,PETERSON & KIMBALL SHELL,3401 W PETERSON AVE,60659
+2056,251546,37,NaN,EVANS WAY CLEANING SVR,956 N HARDING AVE 2,60651
+2057,25157,35,NaN,SENTINEL PAINT VARNISH CO,2301 N PULASKI RD,60639
+2058,25159,20,NaN,"HEISLER GREEN CHEMICAL INC,1116 W 47TH PL",1,60609
+2059,251609,7,NaN,Colors For Tots Daycare Center,2301-2305 E 79TH ST 1,60649
+2060,25162,8,NaN,KAPPA PROD CORP,1301 E 99TH ST,60628
+2061,251629,14,775,DON PAN BAKERY,5154 S KEDZIE AVE 1ST,60632
+2062,251639,27,NaN,DINING IN CHICAGO INC,115 N MORGAN ST,60607
+2063,251652,20,NaN,JAMES K. JONES,6721 S PRAIRIE AVE,60637
+2064,251664,45,NaN,SHOP ESPRESSO,5951 W LAWRENCE AVE,60630
+2065,251676,38,713,IRVING PARK HAND CARWASH INC.,7413 W IRVING PARK RD,60634
+2066,251679,19,NaN,MARKLAND HUBBARD GOURMET,1807 W 95TH ST,60643
+2067,25170,19,NaN,BRADY'S PHARMACY,3235 W 111TH ST,60655
+2068,251715,2,NaN,GROOMIES INC.,22 E ELM ST,60611
+2069,251733,5,NaN,DISCOUNT CLOTHING,7810 S STONY ISLAND AVE,60649
+2070,251758,14,NaN,CONTRERAS ENTERPRISES,4059 W 47TH ST,60632
+2071,251776,15,779 | 712,HB TIRES INC.,2449 W 47TH ST 1ST,60632
+2072,251798,10,712,LUCHAS AUTO SALES AND AUTO REPAIR,3535 E 100TH ST,60617
+2073,251811,50,NaN,DOOGMA DESIGN INC,7002 N CALIFORNIA AVE,60645
+2074,251839,26,NaN,ARTURO,1943 N HARDING AVE,60647
+2075,25184,4,763,MATTHEWS GAS SERVICE INC,4533 S COTTAGE GROVE AVE 1ST,60653
+2076,251851,29,NaN,NYRA'S HAIR DESIGN SALON,5614 W DIVISION ST 1,60651
+2077,25186,25,725,CLINTON HARRISON PARKING,519 S CLINTON ST # 1ST,60607
+2078,251875,7,673,MOUNTAIN TOP HEATING & AIR,8124 S MANISTEE AVE 1ST,60617
+2079,251894,38,NaN,AFABLE ACCOUNTING & COMPUTER SERVICES LLC,6621 W CORNELIA AVE,60634
+2080,25190,16,829,JOHNITA'S COCKTAIL LOUNGE,6530 S DAMEN AVE 1ST,60636
+2081,251904,25,NaN,"THE IMAGE STUDIOS,22 N MORGAN ST",215,60607
+2082,252007,46,NaN,MONICA.COM INC,4544 N MAGNOLIA AVE,60640
+2083,252009,50,NaN,"MAKKAH TOURS & TRAVEL,2517 W DEVON AVE",6,60659
+2084,252047,15,775,"SOUTHSIDE,$1 +INC.",2455 W 47TH ST,60632
+2085,252063,6,NaN,JOICONTACT INC.,460 E 75TH ST,60619
+2086,252064,42,NaN,ACCENT CHICAGO,233 S WACKER DR,60606
+2087,252067,34,NaN,ELEGANT IMPRESSION HAIR SALON,849 W 103RD ST,60643
+2088,25208,14,825 | 823,"TEDDY BEAR NURSERY SCHOOLS INC,2649 W 51ST ST",1,60632
+2089,252091,1,NaN,SMART CLEANERS,2311 N MILWAUKEE AVE,60647
+2090,252119,27,648,CLEAN AS A WHISTLE,836 W ADAMS ST,60607
+2091,252122,12,NaN,DIANA'S FURNITURE & APPLIANCES,2807-09 W CERMAK RD 1,60623
+2092,252141,23,NaN,JANINA BRYNIARSKA,6719 W ARCHER AVE,60638
+2093,252158,1,911,PENELOPE'S,1913 W DIVISION ST,60622
+2094,252175,46,NaN,GENERAL BEAUTY SUPPLY & NAIL CARE,3708 N BROADWAY,60613
+2095,252181,31,NaN,M & M CELLULAR INC.,5220 W DIVERSEY AVE,60639
+2096,252215,35,638,ROJO GUSANO,3830 W LAWRENCE AVE,60625
+2097,252223,44,NaN,GLOBAL PARKING MANAGEMENT INC.,952 W NEWPORT AVE,60657
+2098,252244,42,NaN,"MEDIALINK WORLDWIDE INC.,541 N FAIRBANKS CT",1910,60611
+2099,252258,44,NaN,V P Salon,3321 N BROADWAY,60657
+2100,25226,2,829,ZEBRA LOUNGE,1220 N STATE PKWY 1ST,60610
+2101,252270,50,NaN,BABA CORP,2412` W DEVON AVE,60659
+2102,252271,37,775,B & I FAST FOOD INC,5267 W NORTH AVE,60639
+2103,252275,3,NaN,DOCTORS CHOICE HOME HEALTH,1345 S MICHIGAN AVE 1ST,60605
+2104,25228,40,639,ASSYRIAN AMERICAN ASSOCIATION,1618 W DEVON AVE 1,60660
+2105,252306,35,NaN,VILLASER TAIDE,4354 W ARMITAGE AVE,60639
+2106,252387,12,NaN,ACVARELAS UNISEX,2246 S KEDZIE AVE,60623
+2107,252409,39,NaN,"GLOBE-TAXI-ASSOCIATION-INC,4118 W LAWRENCE AVE",100,60630
+2108,252414,19,NaN,BABY BRITE CLEANER'S LANDRY,10511 S WESTERN AVE,60643
+2109,252426,32,NaN,Brasil Legal,2153 N WESTERN AVE,60647
+2110,252434,23,NaN,ERIKA'S CORRAL WESTERNWARE,5220 S PULASKI RD,60632
+2111,252444,34,624,DISCOUNT DOLLAR PLUS,10634 S HALSTED ST 1ST,60628
+2112,252471,50,638,CANDLELIGHT,7452-7454 N WESTERN AVE,60645
+2113,252481,9,NaN,MY HOUSE YOUR HOUSE,605 E 103RD PL,60628
+2114,252584,23,NaN,SPARK AUTO PARTS 63RD INC,3512-3516 W 63RD ST,60629
+2115,252585,43,NaN,Dave's Records,2604 N CLARK ST,60614
+2116,252591,35,NaN,TERES FLOWERS & GIFTS,3406 W FULLERTON AVE 1,60647
+2117,252607,30,775,STAROPOLSKA DELI,3028 N MILWAUKEE AVE,60618
+2118,25262,27,NaN,ACE STYLINE,1747 W CARROLL AVE 1ST,60612
+2119,252631,44,NaN,"ALLTOWN HVAC&R INC,1000 W DIVERSEY PKWY",3E,60614
+2120,252639,25,NaN,RIVER CITY CARWASH,800 S WELLS ST,60607
+2121,25264,11,NaN,VOGUE FABRICS,623 W ROOSEVELT RD 1ST,60607
+2122,252649,31,NaN,MAYA TECHNOLOGIES INC.,2525 N LARAMIE AVE,60639
+2123,25266,10,NaN,DANMARIE CABINET & SINK TOP CO,10332 S COMMERCIAL AVE,60617
+2124,252661,32,NaN,MIKE SHAN & COMPANY,2139 N DAMEN AVE,60647
+2125,252672,48,NaN,HERNANDEZ AUTO REPAIR,5447 N BROADWAY,60640
+2126,25270,8,NaN,"GROBAN SUPPLY CO INC,9300 S DREXEL AVE",YARD,60619
+2127,252730,45,NaN,RICO MUSIC & DANCE,4821 W IRVING PARK RD,60641
+2128,25275,30,829,REGINA & JOE'S TAP,2988 N MILWAUKEE AVE 1ST,60618
+2129,252770,40,NaN,"LANDMARK RECORDS,6526 N CLARK ST",201,60626
+2130,252831,47,NaN,SILVIA'S LAUNDORMAT,1965 W MONTROSE AVE 1,60613
+2131,25285,32,NaN,MONARCH STEEL CO,2464 N CLYBOURN AVE 1ST,60614
+2132,252850,20,NaN,WATSON CLEANERS,621 E 67TH ST,60637
+2133,252852,13,775,DUNKIN DONUTS,6925 S PULASKI RD,60629
+2134,25287,44,NaN,IMPERIAL STORE FIXTURES INC,3768 N CLARK ST 1ST,60613
+2135,252874,28,NaN,JOSEPH D. TIMM,1500 W MONROE ST,60607
+2136,252885,39,NaN,JOHN E. REID & ASSOCIATES INC.,6318 N CENTRAL AVE,60646
+2137,25289,11,NaN,"TRUCK TIRE SALES INC,426 W PERSHING RD",1ST,60609
+2138,252896,1,NaN,M D K Development Inc.,1911 W RACE AVE,60622
+2139,25290,27,NaN,BERGER BROS INC,1176 N CHERRY AVE,60622
+2140,252918,49,NaN,MIDAS AUTO SYSTEMS EXPERTS,7501 N WESTERN AVE,60645
+2141,252963,3,NaN,ENSO YOGA & MARTIAL ARTS,1329 S MICHIGAN AVE,60605
+2142,253010,18,NaN,CAR-X AUTO SERVICE,7743 S CICERO AVE,60652
+2143,253011,21,NaN,LATANYA D. FOSTER-THOMAS,859 W 86TH PL,60620
+2144,253012,3,NaN,DESTER LYNN CORPORATION,451 E 41ST ST,60653
+2145,253015,8,NaN,SamTech,8342 S ELLIS AVE 201,60619
+2146,253033,40,775,DURAN'S PLACE,2617 W LAWRENCE AVE,60625
+2147,253050,47,NaN,Gold Star Cleaners,1619-1621 W MONTROSE AVE,60613
+2148,253052,40,NaN,HIS STUFF INC.,5314 N CLARK ST,60640
+2149,253086,42,720,"Pediatric AIDS Chicago,501 N CLINTON ST",1803,60654
+2150,253114,22,NaN,"KUKI'S BEAUTY SALON,3759 W 26TH ST",2ND,60623
+2151,253116,19,775,7 - ELEVEN,2421 W 103RD ST,60655
+2152,25312,32,NaN,"JAN DEE JEWELRY,1425 W DIVERSEY PKWY",1ST,60614
+2153,253136,33,775,BURRITO HOUSE 2 INC,3145 W ADDISON ST,60618
+2154,253181,30,NaN,BELMONT PHARMACY,6148 W BELMONT AVE,60634
+2155,253184,3,NaN,BRIDES BUSINESS & INTERIORS,5410 S INDIANA AVE 1ST,60615
+2156,25321,14,NaN,"MODERN GRAPHIC SYSTEMS INC,4922 S WESTERN AVE",1,60609
+2157,253236,32,NaN,IL Cane Dolce,2227 W BELMONT AVE,60618
+2158,25326,42,NaN,QUALITY JEWELRY INC,55 E WASHINGTON ST,60602
+2159,253291,10,NaN,CLASSIC ELECTRIC SUPPLY INC,9005 S BALTIMORE AVE,60617
+2160,253298,23,NaN,ALEX HAIR SALON,3449 W 59TH ST 1 1,60629
+2161,253314,26,NaN,CHRISTOPHER J PAQUETTE,2615 W SUPERIOR ST,60612
+2162,253318,25,NaN,Discoteca Riviera,2142 W CERMAK RD,60608
+2163,25334,20,NaN,NORMAN JEWELERS INC,6355 S HALSTED ST 1ST,60621
+2164,253364,42,775,CHICAGO EATS AND TREATS,233 S WACKER DR LL2,60606
+2165,253399,31,857,FULLERTON ANIMAL CLINIC P.C.,4303 W FULLERTON AVE 1ST,60639
+2166,253411,42,NaN,"MIDWEST BENEFIT COMMUNICATIONS INC,330 S WELLS ST",1404,60606
+2167,253423,17,775,RIVER NILE RESTAURNAT,3259 W 63RD ST 1,60629
+2168,253428,42,NaN,"RIVER WEST BRANDS LLC,648 W RANDOLPH ST",400,60661
+2169,253469,24,NaN,OLMOS AUTO SALES INC,2658 W CERMAK RD,60608
+2170,25347,3,NaN,"RUBBER INC,2419 S MICHIGAN AVE",1,60616
+2171,25351,23,NaN,GOOD EARTH MARKET,6190 S ARCHER AVE # 1,60638
+2172,253517,46,720,"REFUGEEONE,4753 N BROADWAY",401,60640
+2173,253539,33,763,NEW DOLLAR STORE PLUS,3184 N ELSTON AVE,60618
+2174,253572,15,864,FLEISCHMANN'S VINEGAR COMPANYINC.,4801 S OAKLEY AVE,60609
+2175,253617,32,NaN,"DENISE'S,2500 N MILWAUKEE AVE",202,60647
+2176,253635,34,NaN,INSPIRED CREATIONS,10351 S EMERALD AVE 2ND,60628
+2177,253657,42,775,AVEC,615 W RANDOLPH ST,60661
+2178,253673,32,692,WASHING WELL,3010 N ASHLAND AVE,60657
+2179,25369,45,NaN,A J SMOY,5346 N NORTHWEST HWY 1ST,60630
+2180,253703,22,NaN,PULASKI GENERAL MERCHANDISE,4001 W OGDEN AVE,60623
+2181,25371,1,763,GRANDBAR,1600 W GRAND AVE 1ST,60622
+2182,253748,3,NaN,SHOE REPAIR,117 E 47TH ST,60653
+2183,253771,2,NaN,"ELLEN F HAKE,70 W BURTON PL",407,60610
+2184,25382,33,NaN,INTERNATIONAL AUTO SERVICE,3056 W LAWRENCE AVE,60625
+2185,25387,1,NaN,"FRANCISCO BURGAS,2407 W HOMER ST",1ST,60647
+2186,253873,42,NaN,J.S.B. INC,32 E ADAMS ST,60603
+2187,253919,17,NaN,TAMMIE'S PLEASURE SHACK,2341 W MARQUETTE RD,60636
+2188,25393,21,NaN,LOLLY-POP NURSERY AND KINDERGARTEN SCHOOL,1656 W 87TH ST 1ST,60620
+2189,253942,42,774,7-ELEVEN #33725,201 E OHIO ST,60611
+2190,253954,9,775,JJ'S TOP DOG,16 E 95TH ST,60619
+2191,253956,22,NaN,AZTECA INSURANCE GROUP,3635 W 31ST ST,60623
+2192,254000,2,NaN,BED BATH & BEYOND OF CALIFORNIA LLC,1800 N CLYBOURN AVE,60614
+2193,254008,43,775,ANGELA'S BURRITO STYLE,2556 N CLARK ST,60614
+2194,254010,4,775,NICKY'S CHINESE FOOD,5231 S WOODLAWN AVE,60615
+2195,25403,31,NaN,A CARING WORLD INC,4310 W FULLERTON AVE 1ST,60639
+2196,254036,42,720,THE CARA PROGRAM,703 W MONROE ST,60661
+2197,25405,12,NaN,TINO AND SON INC,3056 W 26TH ST,60623
+2198,254051,20,NaN,CHETOS APPLIANCES,5032 S ASHLAND AVE 1ST,60609
+2199,254064,11,NaN,ALPHA & OMEGA CONTRACTORS,2201 S HALSTED ST,60608
+2200,254122,15,NaN,FRENCHY TOWEL LAUNDRY,6532 S ASHLAND AVE,60636
+2201,254133,32,775,COAST SUSHI CORPORATION,2045 N DAMEN AVE 1ST,60647
+2202,25416,41,NaN,"AAA MOLD FINISHERS,7208 W PRATT AVE",1ST,60631
+2203,254169,10,775,LAS DELICIAS,10530 S TORRENCE AVE,60617
+2204,254184,31,NaN,ALANTE FINANCIAL GROUP INC.,3002 N CICERO AVE,60641
+2205,254191,9,NaN,YO WAY HAIR SALON,20 E 112TH ST,60628
+2206,25420,8,829,SOMETHING KOOL COCKTAIL LOUNGE,8022-8024 S COTTAGE GROVE AVE,60619
+2207,25421,27,864,WEINSTEIN WHOLESALE MEATS INC.,1328 W RANDOLPH ST 1ST,60607
+2208,254223,35,775,EXPRESS DELI INC.,3937 W LAWRENCE AVE,60625
+2209,25423,24,NaN,DELICIAS ICE CREAM,2654 W CERMAK RD,60608
+2210,25424,40,NaN,NELSON-HARKINS INDUSTRIES,5301 N KEDZIE AVE,60625
+2211,25430,2,NaN,ASHLAND FUNERAL HOME,1237 N ASHLAND AVE 1ST,60622
+2212,254321,4,NaN,MOUTH PIECE OF THE ANCESTORS SIRIUS BOOKS,5206 S HARPER AVE,60615
+2213,254340,16,775,K & H SUPER STEAK AND HOAGY,5506 S ASHLAND AVE,60636
+2214,254365,42,NaN,"FUSION CHAMBER,11 E HUBBARD ST",4A,60611
+2215,25437,22,NaN,"FRANK MARIK & SONS FUNERAL H,2534 S PULASKI RD",1ST,60623
+2216,254398,12,NaN,JAIME RIVERA,2640 S KEDZIE AVE,60623
+2217,254434,40,NaN,ROSAS DESIGNS,5633 N ASHLAND AVE,60660
+2218,254451,50,NaN,STEVE KREATSOULAS,6418 N ALBANY AVE,60645
+2219,254465,1,723,ST. VOLODYMYR & OLHA UKRAINIAN CATHOLIC PARISH,2245 W SUPERIOR ST,60612
+2220,254469,41,NaN,RAINBOW NAILS II,7218-D W FOSTER AVE,60656
+2221,25451,11,NaN,MOORE FUNERAL HOME,2878 S THROOP ST 1ST,60608
+2222,254563,48,NaN,HOANG KIM,1025 W ARGYLE ST,60640
+2223,254577,24,NaN,TEXAS AUTO,1848 S PULASKI RD,60623
+2224,254599,33,NaN,SOURN VIDEO,3123 W LAWRENCE AVE,60625
+2225,254610,15,NaN,MARY'S BEAUTY SALON,2735 W POPE JOHN PAUL II DR,60632
+2226,254615,20,NaN,NAIL LOUNGE,552 E 63RD ST 1,60637
+2227,254622,43,NaN,DOROTHY MILLER GALLERY,2425 1/2 N CLARK ST,60614
+2228,254627,34,NaN,HOPKINS CONTRACTING CORP.,12033 S HALSTED ST,60628
+2229,254633,25,NaN,PLOTE CONSTRUCTION/ALLIED ASPHALT PAVING CO.,2424 S LAFLIN ST,60608
+2230,25464,14,709,"SZYKOWNY FUNERAL HOME LTD,4901 S ARCHER AVE",1ST,60632
+2231,254667,27,775,TERRY'S FOOD MART INC,1408 N SEDGWICK ST,60610
+2232,254683,27,NaN,"JUMP TRADING LLC,600 W CHICAGO AVE",825,60610
+2233,254693,42,775,SUBWAY SANDWICHES,335 S FRANKLIN ST,60606
+2234,25484,16,NaN,"BURTON FUNERAL HOME,6217 S ASHLAND AVE",1ST,60636
+2235,25485,29,NaN,CAPPETTA FUNERAL HOME INC,5858 W ROOSEVELT RD,60644
+2236,25488,12,NaN,"TITAN ORNAMENTAL IRON WORK INC,2239 W 35TH ST",1,60609
+2237,254881,6,NaN,ANOTHER BEAUTY HAIR WEAVING SALON,7306 S COTTAGE GROVE AVE,60619
+2238,254885,8,775,PARADISE SUPERMARKET INC,8101 S COTTAGE GROVE AVE,60619
+2239,254894,25,NaN,CYBER LAB,2306 S WENTWORTH AVE,60616
+2240,254921,25,NaN,MATA ELECTRONICS,2002 S WENTWORTH AVE,60616
+2241,25493,49,NaN,STARS INN LOUNGE,7030 N CLARK ST,60626
+2242,25495,15,NaN,LATINO FASHION,4640 S ASHLAND AVE,60609
+2243,254993,25,NaN,"ESM LIMITED,1160 W 19TH PL",2,60608
+2244,254997,44,638,KUBO,1232 W BELMONT AVE 1,60657
+2245,25502,41,NaN,WALLY'S FLOORING INC,6691 N NORTHWEST HWY,60631
+2246,255036,41,775,Travel Traders #3081 @ Hilton O'hare,11601 W TOUHY AVE 1ST TERM 2,60666
+2247,25504,30,NaN,"LINCOLN PROPERTY,3650 W DIVERSEY AVE",1ST,60647
+2248,255042,3,NaN,ABAN INC,4315 S STATE ST 2 201,60609
+2249,255044,42,NaN,"AMERICAN INTERNET SOLUTIONS,216 W JACKSON BLVD",1050,60606
+2250,255098,28,NaN,PEOPLES LANDSCAPING,3306 W CONGRESS PKWY,60624
+2251,255128,30,NaN,ALES KOSINA CONSTRUCTION,2442 N MENARD AVE,60639
+2252,255166,31,775,Aquarius Club & Restaurant,2457-2459 N PULASKI RD,60639
+2253,25517,13,712,"AAMCO TRANSMISSIONS,6435 S CICERO AVE",1,60638
+2254,255187,27,NaN,"GRANDA LITURGICAL ARTS,939 W NORTH AVE",875,60622
+2255,255201,43,775,Solstice Cafe',2666 N HALSTED ST,60614
+2256,255222,39,NaN,CHICAGO CYBER CAFE,3220 W BRYN MAWR AVE,60659
+2257,255251,32,NaN,CAT'S EYE,2038 N DAMEN AVE,60647
+2258,255255,17,775,CHICAGO FRIED CHICKEN INC,7055 S DAMEN AVE,60636
+2259,25526,25,864,TROPICAL MEAT CO,1919 S LAFLIN ST 1ST,60608
+2260,255270,41,NaN,"CISCO SYSTEMS INC.,8735 W HIGGINS RD",300,60631
+2261,255271,22,725,AIRPORT PARKING,4832 - 34 W 47TH ST,60638
+2262,255288,29,NaN,"BUDGET,WASH",5920 W MADISON ST,60644
+2263,25529,31,NaN,THE HOUSE OF SAFETY INC,4418 W DIVERSEY AVE 1ST,60639
+2264,255313,5,775,SEE THRU CHINESE KITCHEN INC,6700 S STONY ISLAND AVE,60649
+2265,25532,22,829,MISKA'S,4044-4046 W 26TH ST 1ST,60623
+2266,255321,23,864,BEST FOOD SERVICES,7131 W 61ST ST,60638
+2267,25534,27,864,"B.B.M. PACKING CO. INC.,874 N MILWAUKEE AVE",1,60642
+2268,255359,1,763,B DOLLAR PLUS,1001 N WESTERN AVE,60622
+2269,25536,47,NaN,RUDY HABERNEGG,3541 N LINCOLN AVE 1ST,60657
+2270,255370,37,816,"MR.,ANTHONY'S CLEANERS",5136 W CHICAGO AVE,60651
+2271,255388,18,775,CHICAGO CHEESE STEAK COMPANY,7759 S CICERO AVE,60652
+2272,255391,2,775,NOBLE PANTRY INC.,932 N NOBLE ST,60642
+2273,255395,2,775,7-ELEVEN,1349 W FULLERTON AVE,60614
+2274,255400,2,NaN,JOHN'S CLEANERS,1260 N DEARBORN ST,60610
+2275,255405,12,NaN,OLIVERA EXCAVATING & DEMOLITION,3225 S WESTERN AVE,60608
+2276,255429,31,NaN,GRANITE CITY CORPORATED,5041 W BELMONT AVE,60641
+2277,255443,33,638,FAVORITE CAFE,3256 W LAWRENCE AVE,60625
+2278,255471,27,763,DRAKE FOOD MART INC.,2748 W MADISON ST 1ST,60612
+2279,255472,38,NaN,ALWAYS HEATING & COOLING,6055 W IRVING PARK RD,60634
+2280,255509,47,763,"AFFY SALES CONSULTING INC,4825 N WESTERN AVE",C,60625
+2281,25553,1,NaN,ELMAMEY LOUNGE,2645 W NORTH AVE 1,60647
+2282,255537,20,NaN,J-MART,1158 W 51ST ST,60609
+2283,255548,42,775,One Stop Mart,207 W JACKSON BLVD,60606
+2284,255555,32,NaN,Sierra Auto Group Inc.,2352 W BELMONT AVE,60618
+2285,255569,16,820,ALLISON'S INFANT & TODDLER CENTER,5522 S RACINE AVE,60636
+2286,255574,47,NaN,KINDERLAND MODA,4753 N LINCOLN AVE,60625
+2287,255588,6,NaN,WANDAMARIE B CRAWFORD,7036 S LOOMIS BLVD,60636
+2288,255589,42,NaN,CINGULAR WIRELESS,205 W MONROE ST,60606
+2289,25559,30,829,MARY'S BAR,5301 W NEWPORT AVE 1ST,60641
+2290,255592,8,NaN,NORTH STAR OASIS FOR URBAN YOURH INC.,1458 E 72ND ST,60619
+2291,255598,29,NaN,ANTHONY D CISTERNINO,3215 N NEVA AVE,60634
+2292,25564,39,639,CHICAGO LATVIAN ASSOCIATION,4146 N ELSTON AVE 1ST,60618
+2293,255667,3,NaN,PREMIER HEALTHLINK,4221 S WABASH AVE,60653
+2294,255697,1,775,PHILLY'S BEST EXPRESS,2436 N MILWAUKEE AVE,60647
+2295,255740,27,NaN,TISHA'S GARDEN,2841 W FIFTH AVE,60612
+2296,255746,32,775,CRENSHAW'S,2020 N LEAVITT ST,60647
+2297,255773,34,763,HOT SPOT ON HALSTED INC,10857 S HALSTED ST,60628
+2298,255803,40,NaN,FOSTER AVENUE BLEACH,1927 W FOSTER AVE,60640
+2299,25583,30,NaN,DUGAN'S TRANSMISSION CORP,3100 N LARAMIE AVE 1ST,60641
+2300,255902,13,NaN,YUDIT BUETY SALON,5904 W 63RD ST 1ST FL,60638
+2301,255905,4,NaN,COMFORT MATTERS INC,4528 S WOODLAWN AVE,60653
+2302,25591,50,850,"PAK AMERICAN TRAVEL BUREAU INC,2900 W PETERSON AVE",1,60659
+2303,255914,42,NaN,"AVAYA INC,160 E ILLINOIS ST",302,60611
+2304,255942,6,NaN,SANDRA AFRICAN HAIR BRAIDING,507 E 79TH ST,60619
+2305,255945,1,763,MARATHON,649 N ASHLAND AVE,60622
+2306,255954,9,NaN,"T & J,FOOD MARKET INC.",418 E 107TH ST,60628
+2307,255965,39,NaN,"PABLO'S FINE CARPENTRY,4036 N PULASKI RD",3B,60641
+2308,255999,6,NaN,FEFE AFRICAN HAIR,436 E 75TH ST,60619
+2309,25600,30,NaN,P & S AUTO REPAIRS INC,6002 W DIVERSEY AVE 1ST,60639
+2310,25601,42,NaN,WACKER APARTMENT HOTEL,111 W HURON ST 1ST,60610
+2311,25604,23,712,C & R TIRE & AUTOMOTIVE,6800 W 63RD ST,60638
+2312,256071,14,NaN,QUERUBINES KID'S WARE,3204 W 55TH ST,60632
+2313,256090,31,NaN,"MR LEE DOLLAR,4205 W FULLERTON AVE",1,60639
+2314,256120,13,763,KILDARE & 67TH MARATHON,4300 W MARQUETTE RD,60629
+2315,256138,44,717,Pizza Panino's Inc.,3600 N HALSTED ST,60613
+2316,256175,46,648,3600 NORTH CLEANERS,3600 N LAKE SHORE DR 1ST,60613
+2317,256200,14,NaN,FRANCIA UNISEX,3315 1/2 W 55TH ST,60632
+2318,256239,20,NaN,HOUSE OF STYLE,6546 S COTTAGE GROVE AVE,60637
+2319,256244,13,775,MONICA'S PIZZA CORPORATION,6448 S PULASKI RD,60629
+2320,256249,16,NaN,"J & M AUTO,REPAIR",1014 W 63RD ST,60621
+2321,256261,49,NaN,DENITA,7014 N CLARK ST,60626
+2322,256263,9,NaN,DOLLAR FUNCTIONS INC,319 E 103RD ST,60628
+2323,256274,22,NaN,DONALDO WESTERN WEAR,4119 W OGDEN AVE,60623
+2324,25631,35,712,"GEORGE'S AUTO REPAIR,3209 W BARRY AVE",1ST,60618
+2325,256330,32,NaN,M. GRACE DESIGNS,2030 W WABANSIA AVE,60647
+2326,256333,41,NaN,"PARAG,CREATION INC.",7200 W SEMINOLE ST,60631
+2327,256364,30,NaN,CELLULAR EXPRESS # 3,4758 W BELMONT AVE,60641
+2328,256386,26,NaN,SUPERIOR HOME HEALTH,4054 W NORTH AVE,60639
+2329,256390,2,NaN,IMPERIAL CLEANERS,1221 N DEARBORN ST,60610
+2330,25640,44,NaN,LAKE SHORE FLOWER SHOP,3140 N BROADWAY,60657
+2331,256457,14,775,MEXICAN RESTAURANT,4225 W 47TH ST,60632
+2332,256480,6,NaN,WMS GENERAL CONTRACTORS,7210 S WENTWORTH AVE,60621
+2333,256539,31,NaN,MILLENNIUM AUTO SALES,4541 W BELMONT AVE,60641
+2334,256551,24,NaN,IN GOD'S HANDS BEAUTY SALON,3616 W 16TH ST,60623
+2335,256590,30,763,CHICAGO COMMUNICATION,3206 - 3208 N CENTRAL AVE,60634
+2336,256592,31,775,NICK'S HI - HO CAFE,3134 N CICERO AVE,60641
+2337,25662,25,763,JODOS VARIETIES LTD,1840 S BLUE ISLAND AVE 1ST,60608
+2338,256631,42,NaN,"THE MARTEC GROUP INC.,105 W ADAMS ST",2125,60603
+2339,25664,38,NaN,HENRY & PATRICK HUBERTY,7615 W IRVING PARK RD,60634
+2340,256656,1,NaN,C J & M LAUNDROMAT,3115 W ARMITAGE AVE,60647
+2341,25667,24,NaN,DAVID ARROYO,3018 W CERMAK RD,60623
+2342,256685,44,743,LAKESHORE THEATER,3175 N BROADWAY,60657
+2343,25670,27,816,WESLING PRODUCTS,2912 W LAKE ST 1ST,60612
+2344,256707,4,NaN,TYCOON INVESTMENT GROUP INC,3547 S DR MARTIN LUTHER KING JR DR,60653
+2345,25672,39,775,IDEAL COFEE SERVICE,6120 N PULASKI RD 1ST,60646
+2346,256758,3,864,KEELEY FOOD SERVICE,2530 S DEARBORN ST 1ST,60616
+2347,256774,8,NaN,REFLECTIONS,1645 E 87TH ST,60617
+2348,25680,3,732,SHELLY'S LOAN & JEWELRY CO,300 E 47TH ST 1ST,60653
+2349,256825,42,NaN,WET SEAL #775,7 N STATE ST,60602
+2350,25684,23,NaN,BEST NEON SIGN CO.,6025 S NEW ENGLAND AVE,60638
+2351,25692,47,NaN,LAKEVIEW AUTO PARTS,3912 N ASHLAND AVE 1ST,60613
+2352,256951,8,NaN,SOLO BEAUTY SUPPLY,8158 S COTTAGE GROVE AVE,60619
+2353,256960,1,775,RAMIREZ FAST FOOD,1521 W GRAND AVE,60642
+2354,256981,42,NaN,"CB RICHARD ELLIS INC.,233 S WACKER DR",3530,60606
+2355,256999,28,NaN,JIREH AUTO SALES INC.,733 N CICERO AVE,60644
+2356,257015,49,NaN,ALL STATES CLEANERS,1362 W JARVIS AVE,60626
+2357,257016,4,NaN,"INTERFACE ELECTRICAL CONTRACTORS,633 S PLYMOUTH CT",1-A,60605
+2358,25703,1,NaN,ROMAN TRAVEL SERVICE,921 N ASHLAND AVE,60622
+2359,25707,22,NaN,DRAKE TIRE,3519 W CERMAK RD 1ST,60623
+2360,257093,3,775,BRONZEVILLE-MAXWELL DELI,318 E 43RD ST,60653
+2361,257130,21,NaN,I AM ELECTRIC COMPANY,8437 S MAY ST,60620
+2362,257144,12,NaN,ALL FURNITURE DISTRUBUTORS,4545 S WESTERN BLVD,60609
+2363,25715,30,NaN,MANE MOTORS,3442 N MILWAUKEE AVE 1ST,60641
+2364,257161,45,NaN,ARROBA FILMS,5040-42 W MONTROSE AVE,60641
+2365,257181,12,NaN,DITTO'S ENTERPRISES LLC,2459 S HOMAN AVE,60623
+2366,257191,19,NaN,ANCHOR STAFFING INC.,9901 S WESTERN AVE,60643
+2367,257230,1,666,GRAND CITGO/ MR. SUB / DUNKIN DONUTS,1535 W GRAND AVE,60642
+2368,25725,19,711,KUREK BROS SERVICE CENTER INC,3425 W 111TH ST 1ST,60655
+2369,257258,27,864,MARKET PRODUCE,951 W RANDOLPH ST 1ST,60607
+2370,257266,31,775,MC DONALDS,3560 N CICERO AVE,60641
+2371,257284,36,NaN,HOLLYWOOD DOGS PROFESSIONAL CUTS,6106 W ADDISON ST,60634
+2372,257287,42,NaN,"ZELDA ROBINSON COMMUNICATIONS,441 E ERIE ST",2101,60611
+2373,25733,16,NaN,"EVANS FUNERAL HOME LTD,6453 S ASHLAND AVE",1ST,60636
+2374,257335,35,709,MONICOORO HOME LOANS INC.,3745 W MONTROSE AVE 1,60618
+2375,257361,8,NaN,LUCY'S MEDICAL SUPPLIES INC,8121 S COTTAGE GROVE AVE,60619
+2376,257415,8,NaN,Nimrix Inc.,9817 S INGLESIDE AVE,60628
+2377,257468,13,NaN,CHAS HEATING & AIR CONDITIONING,6336 S AUSTIN AVE,60638
+2378,257516,48,763,I & Y DOLLAR PLUS,1501 W DEVON AVE,60660
+2379,257535,3,638,ROME'S JOY CATERING INC.,4455 S DR MARTIN LUTHER KING JR DR 1,60653
+2380,257547,13,775,SUNVIEW GROCERY & PRODUCE INC.,6110 W 63RD ST 1ST,60638
+2381,257585,48,775,HONG XUONG BAKERY INC,1139 W ARGYLE ST,60640
+2382,25759,18,NaN,CORKY'S AUTOMOTIVE,8458 S PULASKI RD 1ST,60652
+2383,257613,42,NaN,THE BUSBANK,155 N WACKER DR 6 620,60606
+2384,257615,12,713,ARCHER AUTO GLASS,3956 S ARCHER AVE,60632
+2385,25768,27,NaN,ROJAS AUTO REBUILDERS CORP,3347 W CHICAGO AVE,60651
+2386,25769,6,NaN,WILLIAMS' HYDRO PLANTS,315 E 79TH ST 1ST,60619
+2387,257695,39,NaN,NICK'S CONSTRUCTION AND REMODELING,6301 N LEROY AVE,60646
+2388,257706,29,NaN,N'DA DOE RECORDS INC.,139 N MASON AVE 3RD,60644
+2389,25777,11,NaN,"SPEEDWAY WRECKING CO INC,2808 S ELEANOR ST",1,60608
+2390,257778,9,NaN,GREGG'S BARBER & BEAUTY SALON,10646 S MICHIGAN AVE,60628
+2391,257789,7,NaN,SOUTHSHORE CONSTRUCTION INC.,7834 S SOUTH SHORE DR,60649
+2392,257797,33,NaN,SILVER LINING SERVICES,2705 W AGATITE AVE,60625
+2393,257858,37,NaN,Chicago Ave Foods,5142 W CHICAGO AVE,60651
+2394,257947,41,NaN,PRESTIGE HOME HEALTH SERVICES INC.,8618 W CATALPA AVE 1 1115,60656
+2395,25796,38,712,TRANS-O-MATIC OF CHICAGO INC,7301 W FOREST PRESERVE AVE,60634
+2396,25797,29,NaN,DANDRIDGE HARDWARE CENTER,326 N CENTRAL AVE 1ST,60644
+2397,258000,30,NaN,MAREK EMPLOYMENT AGENCY & AIR TICKET BROKER,5817 W DIVERSEY AVE,60639
+2398,258014,43,775,PARK PANTRY,816 W FULLERTON AVE,60614
+2399,258028,42,NaN,"ALLY COMMERCIAL FINANCE LLC,500 W MADISON ST",3130,60661
+2400,258046,48,NaN,RENEE M. MILLER,6225 N WAYNE AVE,60660
+2401,25808,26,NaN,CENTRAL AUTO BODY REPAIR SHOP,3548 W NORTH AVE,60647
+2402,258143,42,NaN,SUNSET PUBLISHING CORPORATION,541 N FAIRBANKS CT 19,60611
+2403,25816,50,NaN,ACORN TIRE,6200 N LINCOLN AVE 1ST,60659
+2404,258197,36,793,IVAN AUTO SALES INC.,1844 N CICERO AVE,60639
+2405,258200,50,NaN,FIRST WORLD MANAGEMENT SERVICES INC,2809 W DEVON AVE,60659
+2406,258228,46,638,"STRAWDOG THEATRE COMPANY,3829 N BROADWAY",2ND,60613
+2407,258240,39,NaN,MARIANA,4608 N ELSTON AVE,60630
+2408,258247,27,638,La Fette,163 W NORTH AVE,60610
+2409,25825,39,829,GAMBLERS,4906-4908 N PULASKI RD 1,60630
+2410,25826,29,NaN,LIM'S PANTRY FOOD & LIQUOR,5820-5822 W NORTH AVE 1ST,60639
+2411,258265,42,NaN,"CORPORATE DEVELOPMENT OUTSOURCING,35 E WACKER DR",1500,60601
+2412,258276,30,775,TACO & BURRITO HOUSE,2430 N CENTRAL AVE,60639
+2413,258303,27,NaN,SUDZ COIN LAUNDRY,800 N KEDZIE AVE,60651
+2414,258308,28,NaN,WELDING SERVICE,4447 W KINZIE ST,60624
+2415,258321,20,775,HANA FOOD & LIQUORINC.,737 W 51ST ST,60609
+2416,258363,13,NaN,SERVICE METAL WORKS INC,6933 W 59TH ST,60638
+2417,258423,42,NaN,"WOODS LAWRENCE DESIGN STUDIO LLC,333 W HUBBARD ST",3K,60610
+2418,258441,43,NaN,LINCOLN PARK FINANCIAL GROUP,2755 N LINCOLN AVE,60614
+2419,258442,15,775,EL CHISME,4440 S WESTERN AVE,60609
+2420,258444,12,775,LA CABANITA INC,2104 S CALIFORNIA AVE,60608
+2421,258447,35,NaN,K-NAILS,2640 1/2 N MILWAUKEE AVE,60647
+2422,258449,41,NaN,"UAL LOYALTY SERVICES INC,8550 W BRYN MAWR AVE",600,60631
+2423,258453,23,911,SEVILLA FASHION,5220 S PULASKI RD,60632
+2424,258487,42,NaN,"PC EXPERTS INC,566 W LAKE ST",495,60661
+2425,25850,45,NaN,LASONS LABEL CO,5666 N NORTHWEST HWY 1ST,60646
+2426,258528,22,NaN,MILLER DISPOSAL,3344 S LAWNDALE AVE,60623
+2427,258657,6,NaN,LA WEIGHT LOSS CENTERS,728 E 87TH ST,60619
+2428,25866,31,NaN,TRADING POST #THREE INC,4225 W FULLERTON AVE,60639
+2429,258696,25,NaN,JOE'S VARIETY AUTO SUPPLY INC.,2238 W CERMAK RD,60608
+2430,258789,42,NaN,"J.B. REALTY,535 N MICHIGAN AVE",206,60611
+2431,258836,42,638,COURTYARD BY MARRIOTT,165 E ONTARIO ST,60611
+2432,258853,20,NaN,A + CELLULAR,805 E 63RD ST,60637
+2433,258911,42,NaN,"NINE WEST #0701,37 E WASHINGTON ST",108,60602
+2434,258919,23,763,7- ELEVEN,4001 W 59TH ST,60629
+2435,258922,36,NaN,GRANITE AND CABINET EXPO,5142 W HOMER ST,60639
+2436,258924,25,NaN,MAYA CONSTRUCTION INC.,1818 S PAULINA ST,60608
+2437,258939,10,775,LAPAZ RESTAURANT,9625 S EWING AVE,60617
+2438,258948,21,894,LE TOUT STUDIO,1843 W 87TH ST,60620
+2439,258958,12,NaN,"CONSTRUGAMA & ASSOCIATES,2339 S SACRAMENTO AVE",2ND,60623
+2440,258988,35,775,SHELL,3200 N KIMBALL AVE,60618
+2441,259,35,763,JEWEL FOOD STORE #3470,3570 N ELSTON AVE 1ST,60618
+2442,259008,45,775,GAELIC IMPORTS,6346 W GUNNISON ST 1,60630
+2443,259032,49,NaN,RENE BURGOS,7511 N SHERIDAN RD,60626
+2444,259038,49,NaN,MIDWEST PROVIDER SOLUTIONS LTD,1329 W NORTH SHORE AVE,60626
+2445,259040,42,NaN,"RCN TELECOM SERVICES OF ILLINOIS LLC,350 N ORLEANS ST",600,60654
+2446,259063,24,NaN,LA AZTECA PALETERIA,3018 W CERMAK RD,60623
+2447,259080,38,763,CONVENIENT FOOD & LIQUOR,7319-7321 W IRVING PARK RD,60634
+2448,259101,9,763,SHOP WISE FOOD,316 W 103RD ST,60628
+2449,25912,42,648,SEXTON CLEANERS,757 N ORLEANS ST 1,60654
+2450,259152,47,638,GIDEON WELLES,4500 N LINCOLN AVE,60625
+2451,25916,14,NaN,H B TAYLOR CO,4830 S CHRISTIANA AVE 1ST,60632
+2452,259165,26,NaN,LOGAN SQUARE COMMUNITY HEALTH CENTER INC.,2006 N PULASKI RD,60639
+2453,259189,4,717,Cork & Kerry at the Park,1410 S MUSEUM CAMPUS DR,60605
+2454,259195,46,NaN,FITNESS MOJO LLC,4117 N BROADWAY,60613
+2455,25921,40,775,"INTL HOUSE OF PANCAKES,5929 N LINCOLN AVE",FIRST,60659
+2456,259249,45,NaN,FK ENGINEERING SERVICES,5530 W EDMUNDS ST,60630
+2457,25926,39,NaN,EAST WEST TRAVEL INC,4111 W LAWRENCE AVE 1ST,60630
+2458,259268,16,NaN,CAMILLA M. GRIFFIN,621 W 62ND ST,60621
+2459,259369,23,775,CHISME EXPRESS INC.,5955 S PULASKI RD,60629
+2460,259384,19,NaN,Omega mortgage Mall,1759 W 95TH ST 2ND FL 2,60643
+2461,259410,24,NaN,PURITAN PRINTING SERVICE,3350 W DOUGLAS BLVD,60623
+2462,259463,27,NaN,LONDON LIMOS LTD.,1836 W WALNUT ST,60612
+2463,259477,22,NaN,MEXICANO TRAVEL,3946 W 26TH ST 1ST,60623
+2464,259479,39,NaN,U.S. RAILWAYS INC.,6124 N MILWAUKEE AVE 2ND FLOOR 4,60646
+2465,259502,14,NaN,CICERO ARCHER CURRENCY EXCHANGE INC.,5354 S ARCHER AVE,60632
+2466,259504,28,775,FAMILY GROCERY,4910 W WEST END AVE 1ST,60644
+2467,25951,31,NaN,FAMOUS HOME FURNISHINGS,2913 N CICERO AVE,60641
+2468,259510,31,NaN,NK GENERAL CONTRACTORS INC.,3458 N CICERO AVE,60641
+2469,259531,18,NaN,NICK & MIKES ENTERPRISES,7821 S WESTERN AVE,60620
+2470,259535,2,829,MAEVE,1325 W WRIGHTWOOD AVE,60614
+2471,259542,21,NaN,JACKSON HEWITT,949 W 87TH ST,60620
+2472,25955,13,NaN,REEDER HEATING/AIR COND CO,4621 W 63RD ST,60629
+2473,259575,36,763,M G CITGO,6353 W FULLERTON AVE,60639
+2474,259581,42,NaN,CORNESTONE CONSTRUCTION OF CHICAGO,77 W WACKER DR 42,60601
+2475,259644,20,NaN,STOP & GO WIRELESS,4731 S ASHLAND AVE,60609
+2476,25965,5,NaN,TOYS ET CETERA,1502 E 55TH ST 1,60615
+2477,259652,18,NaN,SILVER TIP COMICS,8105 S SAWYER AVE,60652
+2478,259664,28,775,MARIOTT CHICAGO at MEDICAL DISTRICT/ UIC,625 S ASHLAND AVE,60607
+2479,259667,2,NaN,WIRELESS CENTRAL,770 N LA SALLE DR,60610
+2480,25969,19,NaN,SPECTRUM ART SUPPLIES INC,2412 W 111TH ST,60655
+2481,25970,42,NaN,CHARLES HORBERG JEWELERS INC,5 S WABASH AVE,60603
+2482,25971,24,NaN,HAWTHORNE CAR WASH,4400 W CERMAK RD,60623
+2483,259714,20,NaN,47TH GROCERY STORE,1535 W 47TH ST,60609
+2484,259750,49,NaN,TORRES CONSTRUCTION,1740 W GREENLEAF AVE,60626
+2485,259765,5,NaN,MICHEAL C FINLEY,7126 S LUELLA AVE,60649
+2486,25977,22,NaN,26TH & PUASKI CURR EXCHANGE,4004 W 26TH ST,60623
+2487,259772,11,NaN,"COMPASS TRAVEL AND TOURS,3155 S THROOP ST",1-F,60608
+2488,259802,28,775,AMER FOOD MART,3458 W LAKE ST,60624
+2489,259808,50,NaN,A.J. DOLLAR PLUS,2245 W DEVON AVE,60659
+2490,259853,47,NaN,JUST LIKE FAMILY INC.,2605 W AGATITE AVE,60625
+2491,259857,10,NaN,BERNARD'S WEAR,9017 S COMMERCIAL AVE 1,60617
+2492,259877,18,NaN,UNIVERSAL SYSTEMS GROUP,3533 W 84TH PL,60652
+2493,259887,8,NaN,STRAWBERRY SHEARS,1133 E 95TH ST,60619
+2494,25990,30,NaN,S & M CARPETS INC,3435 N MILWAUKEE AVE 1ST,60641
+2495,259920,31,NaN,BELMONT STATE CORPORATION,4940 W BELMONT AVE,60641
+2496,25996,42,NaN,"PIONEER COURT FLORIST,200 E RANDOLPH ST",1ST,60601
+2497,259980,24,NaN,Independence Ice Company LLC,3927 W FIFTH AVE,60624
+2498,260018,42,NaN,"DUNCAN & COMPANY,222 W MERCHANDISE MART PLZ",1536,60654
+2499,260025,50,NaN,HIGH RISE CHICAGO,3039 W GRANVILLE AVE,60659
+2500,260049,28,775,MAGIC CONVENIENCE,3447 W MADISON ST,60624
+2501,26006,1,NaN,L & L APPLIANCE MART INC,2553 W NORTH AVE 1ST,60647
+2502,260081,32,NaN,SOUTHPORT CLEANERS,2823 N SOUTHPORT AVE,60657
+2503,26012,5,708,SOUTH SHORE CURRENCY EXC,2110 E 71ST ST 1ST,60649
+2504,260124,42,NaN,"FABRICUT INC.,222 W MERCHANDISE MART PLZ",6-152,60654
+2505,260158,42,NaN,LEONARD COHEN & ASSOCIATES,350 N ORLEANS ST 13 1380,60654
+2506,260190,42,925,"LUNA TEXTILES,222 W MERCHANDISE MART PLZ",10106,60654
+2507,26023,11,NaN,CHARLES F BRUCKNER & SON INC,507 W 26TH ST,60616
+2508,260251,42,NaN,CINDERELLA CLEANERS,333 E ONTARIO ST,60611
+2509,26027,40,NaN,NORTH SHORE AUTO SALES INC.,2000 W PETERSON AVE,60659
+2510,26031,42,894,"CONTINENTAL STYLISTS,231 S LA SALLE ST",A-100,60604
+2511,260337,33,775,FABULOUS FOOD MART,3300 W LAWRENCE AVE,60625
+2512,260465,22,NaN,"LEE'S HERBS,3948 W 26TH ST",116,60623
+2513,260512,43,NaN,SPARKLE QUEEN,1936 N MOHAWK ST,60614
+2514,26054,25,774,"YOYO'S LIQUORS,2155 W CERMAK RD",1ST,60608
+2515,260560,42,NaN,"BUILD A BEAR WORKSHOP,700 E GRAND AVE",GF12,60611
+2516,260580,46,NaN,"MEX AUTO ACCESSORIES,1114 W WILSON AVE",29,60640
+2517,260583,33,NaN,NAIL CARE,3148 W MONTROSE AVE,60618
+2518,260589,16,668,MID-KNIGHT SIGNS,2600 W 59TH ST,60629
+2519,26060,1,743,BEAUTY BAR,1444 W CHICAGO AVE,60642
+2520,260611,37,820,RACHEL'S LEARNING CENTER LTD.,5242-5244 W NORTH AVE,60639
+2521,260616,50,NaN,OASIS HEATING AND COOLING,6130 N CHRISTIANA AVE,60659
+2522,260647,41,NaN,COGNISA SECURITY INC.,5519 N CUMBERLAND AVE,60656
+2523,260658,16,770,KELLY CARTER,6024 S UNION AVE,60621
+2524,260673,42,NaN,"CLASSY CITY BLING,400 W ONTARIO ST",603,60654
+2525,260686,42,NaN,"CENTRAL PRINT SERVICES,363 W ERIE ST",200,60610
+2526,260714,25,775,SUPERMERCADO GUZMAN,1758 W 18TH ST,60608
+2527,26072,1,894,LA PATRIA BARBER SHOP,1056 N ASHLAND AVE 1ST,60622
+2528,260795,22,NaN,"CERTIFIED MIDWAY AUTO REPAIR & REBUILDERS,4608 S CICERO AVE",FRONT,60638
+2529,260802,32,801,XFINITY,3128 N ASHLAND AVE,60657
+2530,260805,36,NaN,COMCAST,4445 W CORTLAND ST,60639
+2531,260848,32,775,7- ELEVEN,2010 N DAMEN AVE,60647
+2532,26085,15,774,EL PAISA LOUNGE,4523 S WOOD ST,60609
+2533,260853,27,784,JAPONAIS BY MORIMOTO,600 W CHICAGO AVE,60654
+2534,26086,12,829,LUCKY'S TAP,4046 S ARCHER AVE,60632
+2535,260873,42,NaN,"RADA TRBOVIC,350 N ORLEANS ST",1255,60654
+2536,260885,6,820 | 823 | 824 | 821,ALL ABOUT KIDS LEARNING ACADEMY INC.,504-516 E 75TH ST 1,60619
+2537,260935,44,NaN,NEMA AND ASSOCIATES,3257 N SHEFFIELD AVE,60657
+2538,26098,25,NaN,PIEDRAS NEGRAS NITE DLUB,1727 W 18TH ST 1ST,60608
+2539,260995,36,NaN,INTER AUTO,5027 W FULLERTON AVE,60639
+2540,261,35,774,IRYS,2922 N MILWAUKEE AVE,60618
+2541,26100,36,NaN,DORIS UPHOLSTERY,5153 W FULLERTON AVE,60639
+2542,261000,42,NaN,"Fiserv Solutions Inc.,255",FISERV DR 8TH,53045
+2543,261018,13,NaN,STANDARD CONSTRUCTION,6640 S KOLIN AVE,60629
+2544,261038,46,720,ABOUT FACE THEATRE,1222 W WILSON AVE,60640
+2545,261056,40,743,PICCOLO,2610-2612 W PETERSON AVE,60659
+2546,261067,1,NaN,RICHARD B. WRIGHT,1440-1444 W HUBBARD ST,60642
+2547,261069,42,NaN,COFFEE MASTERS INC.,222 W MERCHANDISE MART PLZ 12 350,60654
+2548,261144,38,NaN,ANDERSEN PLUMBING,4423 N CENTRAL AVE 1ST,60630
+2549,261191,37,NaN,CJ ARTIST MGMT & PRODUCTION CO.,1309-11 N CENTRAL AVE,60651
+2550,261237,40,NaN,URBAN EPICURE,1512 W BERWYN AVE,60640
+2551,261239,25,666,MARATHON AUTO CENTER INC.,1121 S JEFFERSON ST,60607
+2552,261298,27,NaN,US SERVICES INC.,3425 W CHICAGO AVE,60651
+2553,26130,44,624,RECORD EXCHANGE,925 W BELMONT AVE,60657
+2554,261342,4,NaN,JEFFREY N. NITCHKA,646 S STATE ST,60605
+2555,261343,44,775,PEKING CHINESE KITCHEN,3167 N HALSTED ST,60657
+2556,261361,11,NaN,RC TRANSMISSION,1139 W 31ST ST,60608
+2557,261362,18,712,LOU'S AUTO MAINTENANCE & REPAIR INC.,2641 W 71ST ST,60629
+2558,261379,48,775,PANDA PANDA,5458 N BROADWAY,60640
+2559,261380,28,NaN,REDUX OFFICE FURNITURE,2444 W 16TH ST,60608
+2560,261404,3,NaN,"CARLOS,4905 S MICHIGAN AVE",306,60615
+2561,261409,33,NaN,ALBANY PARK COIN LAUNDRY,5000 N KEDZIE AVE,60625
+2562,26141,19,NaN,"THE EDUCATION DEPOT INC,10708 S WESTERN AVE",1ST,60643
+2563,261438,14,NaN,HOOHOBBERS,2847 W 47TH PL,60632
+2564,26144,32,NaN,MISCELLANIA,2323 W BELMONT AVE,60618
+2565,261449,30,NaN,STARDUST CONSTRUCTION INC.,5854 W SCHOOL ST,60634
+2566,261527,10,775,TAQUERIA TAMAULIPAS,10148 S EWING AVE,60617
+2567,26153,1,NaN,TILE OUTLET LTD,2434 W FULLERTON AVE,60647
+2568,26156,31,NaN,"CRAGIN ANIMAL HOSPITAL,3042 N CICERO AVE",1ST,60641
+2569,26158,15,NaN,CRUCIAL GEAR,4640 S ASHLAND AVE,60609
+2570,261589,42,763,ACCENTS,301 E NORTH WATER ST,60611
+2571,261598,39,673,NYBERG ENTERPRISES INC.,4525 N LOWELL AVE,60630
+2572,26160,35,624,ARCENEIBIA JEWELRY CORP,2710 N MILWAUKEE AVE,60647
+2573,261616,32,NaN,"BAKER CONSTRUCTION GROUP,2222 N ELSTON AVE",201,60614
+2574,26163,35,624,LA CARIDAD JEWELRY & PERFUMES,2828 N MILWAUKEE AVE 1ST,60618
+2575,26164,21,NaN,"C & G DISCOUNT FURNITURE,1300 W 99TH ST",1ST,60643
+2576,261663,42,NaN,"METRO CHICAGO INFORMATION CENTER,360 N MICHIGAN AVE",1409,60601
+2577,261689,11,NaN,ART DOSE INC.,3614 S LOWE AVE,60609
+2578,261730,26,NaN,FAMILIA FOODS,2158 N HAMLIN AVE,60647
+2579,261735,1,NaN,BARK CHICAGO INC.,2450 N WESTERN AVE,60647
+2580,261773,25,NaN,CIMCO A DIVISION OF COMCAST BUSINESS SERVICES,601 W POLK ST 2 200,60607
+2581,261795,24,NaN,ROOSEVELT AT KEDZIE CURRENCY EXCHANGE,1219 S KEDZIE AVE,60623
+2582,261808,42,775,BENZ LIQUORS,15A E OHIO ST,60611
+2583,261857,2,NaN,APARTMENT AIDES,1446 W FULLERTON AVE,60614
+2584,261861,30,NaN,INETA PASVENSKIENE,5815 W HENDERSON ST,60634
+2585,26189,30,624,"ELECTRONIC ENGINEERS,INC",5530 W BELMONT AVE,60641
+2586,261894,48,NaN,"JACKELINE ESTEVEZ,5052 N MARINE DR",2C,60640
+2587,261914,2,NaN,RILEY,1659 N DAMEN AVE,60647
+2588,261923,29,864,KLC GLOBAL SERVICES LTD.,1900 N AUSTIN AVE,60639
+2589,261927,4,775,MICKY'S CHICKEN,408 S CLARK ST,60605
+2590,261972,24,NaN,AMERICAN PALLETS RECYCLING & SERVICES INC.,4630 W HARRISON ST,60644
+2591,261979,37,NaN,TREASURES OF LOVE RECORDS,4821 W BLOOMINGDALE AVE,60639
+2592,261981,42,NaN,"RELAY SPORTS & EVENT MARKETING,303 E WACKER DR",400,60601
+2593,26199,11,NaN,"BRIDGEPORT PET BOUTIQUE,824 W 35TH ST",1,60609
+2594,262,44,763,KIRKWOOD BAR & GRILL,2934-36 N SHEFFIELD AVE 1ST,60657
+2595,262010,50,NaN,ARMAN MECHANICAL,6325 N TROY ST,60659
+2596,26205,37,829,"DOGGIE INN LOUNGE,5525 W NORTH AVE",1,60639
+2597,262066,25,775,BARGE IN,2301 S UNION AVE,60616
+2598,262087,6,NaN,AALIYAH HAIR BRAIDING,710 E 83RD ST,60619
+2599,262110,41,895,RAZA COMMUNICATION,5219 N HARLEM AVE 1ST,60656
+2600,262112,31,NaN,O.G. HVAC SERVICES,2328 N KOSTNER AVE,60639
+2601,26213,42,763,REGENCY GIFT SHOPS,71 E WACKER DR 1ST,60601
+2602,262165,42,NaN,"VERSTEEL,222 W MERCHANDISE MART PLZ",1093,60654
+2603,262169,10,775,SUPERMERCADO EL TAPATIO,10300 S EWING AVE,60617
+2604,262200,2,720,"STREETVILLE ORGANIZATION OF ACTIVE RESIDENTS,215 E CHICAGO AVE",212,60611
+2605,262250,27,895,MAGNIFIQUE,153 W NORTH AVE,60610
+2606,262290,48,NaN,JESUS S. MARTINEZ,6114 N WINTHROP AVE 3S,60660
+2607,262311,31,796,ISLA TROPICAL,2335 N CICERO AVE,60639
+2608,262324,37,NaN,COMPLETELY CLEAN INC.,932 N AVERS AVE,60651
+2609,26234,25,NaN,"HOLLUB HEATING INC,1042 W JACKSON BLVD",1,60607
+2610,262341,24,NaN,I DESIRE,3413 W HARRISON ST,60624
+2611,262343,38,NaN,KARR HOME IMPROVEMENT,3942 N CENTRAL AVE,60634
+2612,26236,27,NaN,CONSUMERS SUPPLY CO,1114 W LAKE ST,60607
+2613,262366,4,775,SPORTSERVICE SOLDIER FIELD,1410 S MUSEUM CAMPUS DR,60605
+2614,262383,48,NaN,ASHTON HELMAN,5821 N BROADWAY,60660
+2615,26241,29,NaN,"CAMERON-MILLER INC,5410 W ROOSEVELT RD",241,60644
+2616,262445,21,NaN,A PASSION 4 HAIR,8553A S ASHLAND AVE,60620
+2617,262494,43,775,SUBWAY,2412 N LINCOLN AVE,60614
+2618,262502,11,NaN,SOUTHSIDE WHOLESALE,4230 S EMERALD AVE,60609
+2619,262529,19,624,C F A O TECHNICAL SERVICES INC.,1824 W 95TH ST,60643
+2620,262541,42,763,Rockit Bar & Grill,22 W HUBBARD ST,60610
+2621,262578,33,775,JCBK CITGO GAS MART INC.,3057 N KEDZIE AVE,60618
+2622,262630,27,NaN,EC CONSTRUCTION,933 N ST LOUIS AVE,60651
+2623,262633,44,704,Studio Within,3000 N SHEFFIELD AVE 1ST FL & BSMT,60657
+2624,262679,46,NaN,"EXPO BEAUTY SUPPLY INC,4601 N BROADWAY",1,60640
+2625,262696,13,666,"KOSTNER,CITGO",4401 W 55TH ST,60632
+2626,26273,22,NaN,"RAUCH CLAY SALES CORP,3037 S CHRISTIANA AVE",1,60623
+2627,262730,34,NaN,GARNETTA G. GORDON,11919 S EMERALD AVE,60628
+2628,26275,47,NaN,E-Z BAGGE COMPANY,2100 W BELLE PLAINE AVE,60618
+2629,262764,42,NaN,BIEDERMAN & SONS INC,222 W MERCHANDISE MART PLZ 12 456,60654
+2630,262770,40,864,LA POLAR,6538 N CLARK ST,60626
+2631,262804,31,666,AVESHAM DEVELOPMENT LLC,4444 W FULLERTON AVE,60639
+2632,262807,32,NaN,CUSTOM BUILT CONSTRUCTION,3046 W ARMITAGE AVE,60647
+2633,262817,5,775,INGLESIDE FOOD MARKET INC.,5117 S INGLESIDE AVE,60615
+2634,262830,47,NaN,NORTHCENTER CHRISTIAN BOOKSTORE,4054 N LINCOLN AVE,60618
+2636,262876,43,NaN,"THE ACADEMIC APPROACH,342 W ARMITAGE AVE",342,60614
+2637,262919,36,NaN,CLASSIC RESTORATION,4929 W GRAND AVE,60639
+2638,26297,44,NaN,DEXTER LOCK SERVICE,3300 N HALSTED ST 1ST,60657
+2639,262991,1,NaN,STREAMLINE WIRELESS,1513 N MILWAUKEE AVE,60622
+2640,263001,47,NaN,MR. CARPET COMPANY,1652 W ROSCOE ST,60657
+2641,26302,42,NaN,"ALLIED GEM APPRAISERS LTD,55 E WASHINGTON ST",404,60602
+2642,26303,13,NaN,CRESTWOOD MOTOR SALES,6456 S CICERO AVE,60638
+2643,263071,4,NaN,"INTERGRITY ELEVATOR COMPANY,47 W POLK ST",100,60605
+2644,263086,11,NaN,TORTORELLOS SPRINKLING SYSTEMS INC,3220 S SHIELDS AVE 1ST,60616
+2645,263227,42,NaN,IMAGING & PRINTING CORPORATION,205 W WACKER DR 3 322,60606
+2646,263257,27,NaN,CA DESIGN & IRON INC.,3733 W GRAND AVE,60651
+2647,263274,19,704,FACE TO FACE,3502 W 111TH ST,60655
+2648,263317,25,NaN,DALIN ENTERPRISE INC.,916 W 21ST ST,60608
+2649,263389,28,NaN,BANKS DECORATING SERVICE,5027 W WASHINGTON BLVD,60644
+2650,26340,38,712,MONTROSE AUTO CLINIC INC,5801 W MONTROSE AVE,60634
+2651,263401,14,NaN,"GATEWAY,NEWSTAND",4900 S KEDZIE AVE,60632
+2652,263460,30,775,KINDRED CHICAGO-CENTRAL HOSPITAL,4058 W MELROSE ST,60641
+2653,263480,13,NaN,HOTTEST,6805 S PULASKI RD,60629
+2654,263491,35,NaN,ALDONA DUDEK,2536 N SAWYER AVE,60647
+2655,263501,13,763,55TH & PULASKI SHELL,5500 S PULASKI RD,60629
+2656,263530,13,NaN,SU NUEVA LAVANDERIA,4314 W MARQUETTE RD,60629
+2657,26354,4,NaN,GEORGE LAUTERER CORP.,619 S LA SALLE ST 7 7TH,60605
+2658,263547,14,NaN,"KHW PHONE CARDS DISCOUNT,3218 W 55TH ST",2,60632
+2659,263570,25,NaN,"CHOI DESIGN INC.,1017 W WASHINGTON BLVD",UNIT 4A,60607
+2660,263576,45,NaN,ROSE NAILS,5787 N MILWAUKEE AVE,60646
+2661,263628,42,720,THE JOHN BUCK COMPANY FOUNDATION,1 N WACKER DR 24TH 2400,60606
+2662,263641,13,763,7-ELEVEN,4500 W 63RD ST,60629
+2663,263658,45,NaN,EXPRESS AUTO SERVICE INC.,5374 N ELSTON AVE,60630
+2664,26366,42,NaN,7/20/11 - 7/22/11 Just Jewelry (Indoor Sales O...,111 E WACKER DR,60601
+2665,263670,33,775,KIMBALL MINI MART,4125 N KIMBALL AVE,60618
+2666,263683,17,NaN,ONE STOP FOOD & GROCERY,7357 S RACINE AVE,60636
+2667,263697,47,775,LUTZ CONTINENTAL CAFE & PASTRY SHOP,2454-2458 W MONTROSE AVE,60618
+2668,263704,47,668,50000FEET INC.,1700 W IRVING PARK RD 1 110,60613
+2669,26372,42,NaN,THEO'S,29 E MADISON ST,60602
+2670,263721,35,NaN,JENNIFER L. CIHAK,3744 N ST LOUIS AVE,60618
+2671,263729,47,NaN,THE UPS STORE,4064 N LINCOLN AVE,60618
+2672,26376,11,816 | 602,ELGIN SWEEPING SERVICES INC.,1015 W PERSHING RD 1ST,60609
+2673,263793,6,775,EASY GO SUPER SAVE,6659 S HALSTED ST,60621
+2674,26384,42,NaN,R S JOHNSON-INTL GALLERY INC,645 N MICHIGAN AVE 9TH 990,60611
+2675,263862,35,NaN,CHICAGO HOUSEWARE INTERNATIONAL 99 CENTS PLUS,2866 N MILWAUKEE AVE,60618
+2676,263878,12,NaN,ALTMAN MACHINERY CO,4343 S OAKLEY AVE,60609
+2677,263881,42,NaN,"ETHAN LORD JEWELERS,5 S WABASH AVE",S-614,60603
+2678,263900,42,NaN,SWANK AUDIO VISUAL,230 N MICHIGAN AVE,60601
+2679,263901,42,NaN,EMBARKMEDIA,333 E ONTARIO ST 19 1904B,60611
+2680,263908,9,763,DOLLAR KING FOOD INC.,11136 S MICHIGAN AVE,60628
+2681,26391,34,NaN,103RD & HALSTED CURRENCY EXCH,801 W 103RD ST,60643
+2682,263938,32,NaN,DULCERIA LATINO,2502 N MILWAUKEE AVE UNIT 220 1,60647
+2683,263943,47,NaN,PROP TEES,3327 N LINCOLN AVE 1ST,60657
+2684,264,18,763,LOCAL 83,8355 S PULASKI RD,60652
+2685,264006,42,775,JIMMY JOHN'S SANDWICHES,180 N LA SALLE ST 1ST 111,60601
+2686,264014,29,NaN,"TANFASTIC,2619 A N HARLEM AVE",A,60707
+2687,26403,26,NaN,PAUL RIES & SON,3938 W ARMITAGE AVE 1ST,60647
+2688,264068,30,NaN,MEXIGIROS EXPRESS INC,6137 W DIVERSEY AVE,60639
+2689,264093,35,NaN,CARRANZA STONE CORP.,4106 W ARMITAGE AVE REAR,60639
+2690,264115,18,775,HANBALLS FOOD AND DELI,3776 W 79TH ST,60652
+2691,26412,18,NaN,OIL EXPRESS,3422 W 79TH ST 1ST,60652
+2692,264163,28,NaN,PAPA AUTO REBUILDERS,4643 W HURON ST,60644
+2693,264164,42,NaN,FOREVER 21,520 N MICHIGAN AVE 220 220,60611
+2694,264186,16,NaN,ROCKFORD MEDICAL IMAGING,6032 S HALSTED ST,60621
+2695,26421,47,708,MONTROSE RAVENSWOOD CURR EXCH,1808 W MONTROSE AVE 1ST,60613
+2696,264251,17,775,KING FOOD & LIQUOR,6759 S WESTERN AVE,60636
+2697,264255,14,NaN,MUEBLERIA DOMARRY,5440 S KEDZIE AVE 1ST,60632
+2698,264257,20,763,CITGO GAS,6661 S STATE ST,60637
+2699,264266,42,NaN,"ROCKMAN ET AL,560 W WASHINGTON BLVD",240,60661
+2700,264267,8,NaN,"DIGITAL SOUND AUDIO,1050 E 95TH ST",1,60619
+2701,26428,32,NaN,DIVERSEY SOUTHPORT CURRENCY EX,1356 W DIVERSEY PKWY,60614
+2702,26429,14,708,AZTECA 51ST & KEDZIE CURRENCY EXCHANGE INC.,5100 S KEDZIE AVE,60632
+2703,264354,35,763,LAS GRANJAS SUPERMARKET,3440 W MONTROSE AVE,60618
+2704,264405,31,NaN,"TENTSIN,RESTAURANT",2446 N LARAMIE AVE,60639
+2705,264414,42,602,JOSEPH FREED & ASSOCIATES LLC,11 E MADISON ST LL L100,60602
+2706,264437,37,763,MEL-BAY GROCERY,4401 W CORTEZ ST,60651
+2707,264451,46,720,"APNA GHAR INC.,4753 N BROADWAY",56 & 9 632509,60640
+2708,264468,42,720,THE AUXILIARY BOARD OF NORTHWESTERN MEMORIAL H...,251 E HURON ST 3RD 3-200,60611
+2709,264472,29,775,NICK'S GRILL,7041 W GRAND AVE,60707
+2710,264492,41,NaN,MY HOME,5243 N NEW ENGLAND AVE,60656
+2711,264495,25,NaN,T E P A WHOLESALE,2503 S BLUE ISLAND AVE,60608
+2712,264639,27,NaN,AUTOHAUS MOTOR WERKS,1518 N THROOP ST,60622
+2713,264656,14,NaN,ED'S,5028 S ARCHER AVE,60632
+2714,264668,29,NaN,SCREENWORKS SUPPLY CORP.,1900 N AUSTIN AVE,60639
+2715,26469,50,708,DEVON & WESTERN CURR EXCH INC,2400 W DEVON AVE 1ST,60659
+2716,264702,42,638,INDIA HOUSE,59 W GRAND AVE 1ST,60610
+2717,264716,42,NaN,"INFORM MARKETING RESEARCH INC.,30 E ADAMS ST",940,60603
+2718,26472,42,659,175 W Jackson Currency Exchange,175 W JACKSON BLVD LOBBY,60604
+2719,26476,31,NaN,ARTEL JEWELERS INC,5605 W BELMONT AVE,60634
+2720,264771,27,NaN,CLIMATEMP SERVICE GROUP L.L.C.,2225 W HUBBARD ST,60612
+2721,264787,27,NaN,REDMOON THEATER,1438 W KINZIE ST,60642
+2722,264823,29,NaN,HILLCO HOME PRODUCTS,1714 N NEVA AVE,60707
+2723,264833,43,NaN,STATE STREET BARBERS,1151 W WEBSTER AVE,60614
+2724,264859,28,NaN,VARGAS ARTS,1500 S WESTERN AVE 5 005,60608
+2725,26486,44,829,SHAKERS ON CLARK,3160 N CLARK ST 1ST,60657
+2726,264870,27,NaN,ILLUSIONS ON GRAND LTD.,1210 W GRAND AVE,60642
+2727,264878,12,NaN,EL DURAN ENTERPRISES,4100 S ASHLAND AVE 1 57&58,60609
+2728,264879,26,NaN,WAYNE E NELSON,3229 W MCLEAN AVE,60647
+2729,264909,27,775,FOGON,1235 W GRAND AVE,60642
+2730,264933,25,NaN,ALARM PRESS LLC,222 S MORGAN ST 3RD 3 E,60607
+2731,264980,5,NaN,ACCESSORIES AND MORE,7009 S PAXTON AVE,60649
+2732,265,1,743,FIRESIDE BOWL INC,2646 W FULLERTON AVE,60647
+2733,26500,4,NaN,CHICAGO UNITED INDUSTRIESLTD.,53 W JACKSON BLVD 8TH 815,60604
+2734,265050,42,NaN,"TOPAZ,155 N HARBOR DR",4808,60601
+2735,265103,45,NaN,City Service Electric Inc.,5710 N NORTHWEST HWY 1,60646
+2736,265105,7,NaN,CLARISSA,7121 S EAST END AVE 2 B,60649
+2737,265142,42,NaN,"A.T. ART DESIGNS INC,5 S WABASH AVE",1002,60603
+2738,265165,26,NaN,ALSAYNA S. DOUGLAS,2130 1/2 N KEDZIE AVE,60647
+2739,265175,38,NaN,"WIESLAWA'S HERBS,5851 W IRVING PARK RD",FRONT,60634
+2740,265177,49,NaN,"KRISTIN KITKO,1155 W LUNT AVE",255,60626
+2741,26518,16,NaN,FASHION 63,2417 W 63RD ST 1ST,60629
+2742,26523,30,NaN,MACK'S MOTOR SALES INC,3229 N PULASKI RD,60641
+2743,265254,49,775,BUFFALO JOE'S ON HOWARD,1841 W HOWARD ST,60626
+2744,26533,42,638,"MURASAKI,211 E ONTARIO ST",1-E,60611
+2745,26534,17,829,"PARKSIDE INN,3144 W MARQUETTE RD",1,60629
+2746,265391,25,NaN,CELTIC FUNDING SERVICES,1905 S TOM PKWY,60616
+2747,265393,30,NaN,RODRIGUEZ NOTARY SERVICES INC.,5416 W FULLERTON AVE,60639
+2748,265462,23,NaN,TRESURES CHEST PRODUCTS,4048 W 63RD ST,60629
+2749,26548,15,NaN,"SQUARE DEAL SHOE REPAIR,2016 W 51ST ST",1ST,60609
+2750,265519,25,NaN,MARGARITA HUERTA,1536 W 18TH PL,60608
+2751,265520,35,NaN,MERNA BEAUTY SALON,3436 W IRVING PARK RD,60618
+2752,265531,36,NaN,GALENO'S AUTO REPAIR,6327 W GRAND AVE,60639
+2753,26555,38,NaN,"LALA'S BEAUTY SHOP,7245 W IRVING PARK RD",1ST,60634
+2754,265567,44,624,DISCUS CD EXCHANGE,2935 N BROADWAY,60657
+2755,265584,7,NaN,JELANI A BOLINE,9334 S MERRILL AVE,60617
+2756,26561,29,NaN,AUTO CARE EXPRESS,5753 W NORTH AVE 1ST,60639
+2757,265616,42,775,HABANERO,222 W MERCHANDISE MART PLZ 2ND FC - 8,60654
+2758,26563,47,NaN,ALBANY AUTO SALES,4030 N ROCKWELL ST,60618
+2759,26564,27,NaN,ORSOLINI WELDING & FAB INC,3040 W CARROLL AVE 1ST,60612
+2760,265644,48,763,7 - ELEVEN,5457 N CLARK ST,60640
+2761,265668,43,NaN,ADVANCE PLACEMENT SERVICES,2683 N BURLING ST,60614
+2762,265674,32,NaN,"ANDREW F ANDESTIC,2516 N KEDZIE BLVD",2W,60647
+2763,265708,19,673,ALL AMERICAN HEATING AND COOLING,10645 S WHIPPLE ST,60655
+2764,265720,42,NaN,"THE LANCASTER DEVELOPMENT GROUP LLC,303 E WACKER DR",2750,60601
+2765,265786,44,NaN,STUDIO NAILS,3149 N HALSTED ST,60657
+2766,265834,2,NaN,2 R Z CONSTRUCTION LLC,1629 N ELSTON AVE,60622
+2767,26588,42,923,"ERCKMAN JEWELRY,55 E WASHINGTON ST",807,60602
+2768,265892,42,895,TRAN NAILS SALON,100 E WALTON ST 1 109,60611
+2769,265896,41,775,ANDIAMO'S O'HARE LLC,11601 W TOUHY AVE,60666
+2770,265942,42,638,POTTER'S,17 E MONROE ST 2,60603
+2771,265956,9,775,PEPE'S TACO,2 E 112TH PL,60628
+2772,265975,3,NaN,ER CONSULTING,4239 S MICHIGAN AVE,60653
+2773,266000,4,775,LIBERTY COFFEE AND TEA,401 S LA SALLE ST,60605
+2774,26606,37,NaN,S &S BAG & BURLAP CO. INC,1033 N CICERO AVE 1ST,60651
+2775,266065,2,NaN,PS:ACCESSORIES,1127 N STATE ST,60610
+2776,266068,14,775,REDMOND'S PUB,5730 S ARCHER AVE 1,60638
+2777,266080,2,904,NEWBERRY LIBRARY,60 W WALTON ST,60610
+2778,266089,39,775,MOBIL,4251 W LAWRENCE AVE,60630
+2779,26610,46,NaN,BAG PLAZA CORPORATION,4533 N CLARK ST,60640
+2780,266103,10,NaN,GOODHEALTH MEDICAL,8917 S COMMERCIAL AVE,60617
+2781,266135,28,763,OK DISCOUNT,3973 W MADISON ST,60624
+2782,266140,30,775,FRESH MARKET PLACE,2600 N CENTRAL AVE,60639
+2783,266179,40,895 | 894,IBRAHIM'S UNISEX,6124 N RAVENSWOOD AVE,60660
+2784,266219,37,NaN,"SOL'S UNISEX,4545 W DIVISION ST",K-13,60651
+2785,266243,22,NaN,MARIEL'S UNISEX,4346 W 26TH ST,60623
+2786,26628,28,NaN,"SELECT ENVIROMENTAL SERV INC,2500 W ARTHINGTON ST",1,60612
+2787,266299,25,NaN,VICTORIA SANDOVAL,2227 W CULLERTON ST,60608
+2788,26631,18,NaN,"MOHAMMED FAZLUR RAHMAN,8033 S WESTERN AVE",1ST,60620
+2789,266327,25,NaN,ILLINOIS ENGINEERED PROD.,2035 S RACINE AVE,60608
+2790,266344,22,775,LOS OLIVO'S,3400 W 31ST ST,60623
+2791,266402,27,NaN,MARIO'S IRON WORK,236 N WESTERN AVE,60612
+2792,266414,29,NaN,ALISON CHATMON,1624 N NORMANDY AVE,60707
+2793,26646,21,NaN,"JAMES & ETHEL WATKINS,347 W 95TH ST",1,60628
+2794,266478,32,NaN,"KURT T. MORGAN,1670 N CLAREMONT AVE",303,60647
+2795,266508,2,666,AUGUSTA SHELL,1949 W AUGUSTA BLVD,60622
+2796,266530,20,NaN,EL ALACRAN GENERAL CONTACTOR,1119 W 47TH ST,60609
+2797,266536,29,NaN,KRINOS CLEANERS,3332 N HARLEM AVE,60634
+2798,266594,19,775,South Side Shrimp,10410 S KEDZIE AVE,60655
+2799,266603,23,763,KWIKSTOP MARKET,6360 S KEDZIE AVE,60629
+2800,266633,33,NaN,MAXIM BULBOACA SR.,3921 N SAWYER AVE 2,60618
+2801,266654,36,NaN,ALL PROFESSIONAL HEATING AND COOLING,2020 N CICERO AVE 1ST,60639
+2802,266671,23,NaN,TORRES LANDSCAPING CORP.,5220 S PULASKI RD,60632
+2803,266674,49,763,SHERIDAN - PRATT FOOD MART,6800 N SHERIDAN RD,60626
+2804,266695,18,775,EL RANCHITO FOOD,8327-29 S PULASKI RD,60652
+2805,266700,28,775,ROASTERS,1459 W TAYLOR ST,60607
+2806,266834,33,602,COMMUNITIES UNITED,4749 N KEDZIE AVE 2,60625
+2807,266864,32,NaN,SPARKLEEN,2857 N CLYBOURN AVE 1,60618
+2808,266893,47,NaN,JODY W DUFORT,5006 N BROADWAY,60640
+2809,266911,31,NaN,DIVERSEY CITGO,4411 W DIVERSEY AVE,60639
+2810,267,6,829,MURPHY'S LOUNGE,7628 S COTTAGE GROVE AVE,60619
+2811,267005,33,NaN,ANIMAL ARK GROOM & BOARD INC,3235 N KEDZIE AVE,60618
+2812,267044,42,NaN,"QUEEN OF CASHMERE LLC,233 E ERIE ST",711,60611
+2813,267051,6,NaN,TRISTIAN & DYLAN MAINT SVC INC.,717 E 79TH ST,60619
+2814,267098,8,NaN,EASTSIDE PANTRY,1400 E 87TH ST,60619
+2815,267111,42,743,Swissotel Chicago,323 E WACKER DR,60601
+2816,26715,26,NaN,"LILY'S RECORD SHOP & VIDEO INC,2733 W DIVISION ST",1ST,60622
+2817,267203,43,784,GASLIGHT BAR & GRILLE,2448-2450 N CLARK ST,60614
+2818,267209,42,855,SHAY'S VALET PARKING INC.,626 N STATE ST,60654
+2819,267228,50,NaN,FLUFFY WHITE COIN LAUNDRY,2208 W DEVON AVE,60659
+2820,267263,35,NaN,ALLIED BUILDING PRODUCTS CORPORATION,3355 N DRAKE AVE,60618
+2821,267264,4,743,"S M G,1410 S MUSEUM CAMPUS DR",GATE 14,60605
+2822,267280,12,NaN,T & M DOLLAR PLUS,2458 S CALIFORNIA AVE,60608
+2823,267315,25,NaN,CHICAGO CELLULAR,2122 S ASHLAND AVE LST,60608
+2824,267337,3,NaN,PEOPLE PERSONNEL SERVICES INC,1234 S MICHIGAN AVE 1,60605
+2825,267344,11,NaN,BLACKLITE ELECTRIC,4419 S HALSTED ST,60609
+2826,267390,26,NaN,LUIS SUSANA DBA/ BIGOTE APPLIANCES,3621 W NORTH AVE,60647
+2827,267428,31,NaN,YELLOW DOT CONSTRUCTION,4353 W PARKER AVE,60639
+2828,267431,42,720,AIDS FOUNDATION OF CHICAGO,200 W JACKSON BLVD 21ST 2100,60606
+2829,267436,33,763,MARATHON,2811 N SACRAMENTO AVE,60618
+2830,267487,5,NaN,WINDY CITY COMPUTER INC.,1521 E 55TH ST,60615
+2831,267491,32,NaN,RAFAEL COLLAZO,2033 W BELMONT AVE,60618
+2832,26751,39,NaN,TOWN HOUSE INTERIORS,3455 W PETERSON AVE,60659
+2833,267531,11,NaN,"LIHUA LIU,2818 S HILLOCK AVE",REAR,60608
+2834,267549,32,720,NATIONAL RUNAWAY SWITCHBOARD,3080 N LINCOLN AVE,60657
+2835,267555,44,NaN,"PSYCHTEMPS INC.,1300 W BELMONT AVE",310,60657
+2836,267556,42,NaN,"191 NEWSTANDS INC.,191 N WACKER DR",LOBBY,60606
+2837,267560,40,NaN,SHOGUN,5421 N LINCOLN AVE,60625
+2838,267618,17,NaN,DEW CENTRAL MOTEL,425 W 79TH ST,60620
+2839,267620,42,NaN,PETOSINO'S PARLOR,303 E WACKER DR CC,60601
+2840,267631,27,763,MOBIL MART,3159 W CHICAGO AVE,60622
+2841,267636,26,NaN,SAGITARGUS BEAUTY SALON,3553 W NORTH AVE 1ST,60647
+2842,26767,32,NaN,MANGRUM GLASS & MIRROR LTD,1880 W FULLERTON AVE,60614
+2843,267686,12,NaN,ALTAGRACIA JIMENEZ,2541 S CHRISTIANA AVE,60623
+2844,267709,12,775,MARATHON,1810 W 35TH ST,60609
+2845,267721,5,NaN,FASHION CONCEPT #1,2100 E 71ST ST,60649
+2846,267732,26,NaN,RCW RACING,3925 W ARMITAGE AVE,60647
+2847,267759,19,624,CHICAGO COMPUTER CLUB,2039 W 95TH ST 1,60643
+2848,267775,40,775,MAKOTO,5854-5856 N LINCOLN AVE,60659
+2849,267809,19,NaN,DIVINE DOO-DAHS,1917 W 103RD ST,60643
+2850,267812,42,NaN,"ZACUTO FILMS PARTNERSHIP,401 W ONTARIO ST",250,60610
+2851,267815,10,NaN,DOLLAR TOWN INC,9139 S COMMERCIAL AVE,60617
+2852,267820,3,NaN,CHICAGO DEFENDER PUBLISHING CO. LLC,2400 S MICHIGAN AVE,60616
+2853,267891,42,775,"SUBWAY 28330,120 S STATE ST",100,60603
+2854,2679,2,829,THE HANGGE- UPPE INC.,14 W ELM ST 1,60610
+2855,267961,12,775,A & S FOOD MARKET INC.,1834 W PERSHING RD,60609
+2856,267996,5,NaN,"JULIA'S STUDIO,1525 E 55TH ST",101,60615
+2857,2680,2,785,THE LODGE TAVERN,21 W DIVISION ST 1,60610
+2858,268018,29,NaN,THE GOODIE SHOP,6274 W NORTH AVE,60639
+2859,268055,30,NaN,GUILLERMO GARCIA,5543 W DRUMMOND PL 1,60639
+2860,26806,38,774,WORLD WIDE LIQUORS,3500 N HARLEM AVE,60634
+2861,268073,47,NaN,EXCEPTIONAL MORTGAGE GROUP INC.,3454 N LINCOLN AVE,60657
+2862,268086,27,NaN,"ADVANTAGE INTERNATIONAL LLC,700 N GREEN ST",501,60642
+2863,268107,24,NaN,UNIQUE CASEWORK INSTALATIONS,3936 W 16TH ST,60623
+2864,26811,8,829,PATRICIA'S LOUNGE,815 E 79TH ST 1ST,60619
+2865,26818,19,NaN,"HECTORS UPHOLSTERY,10520 S WESTERN AVE",1ST,60643
+2866,268194,29,763,ISLAND CONVENIENCE INC.,5960 W ROOSEVELT RD,60644
+2867,268215,42,NaN,"Breakwater Trading LLC,311 S WACKER DR",4850,60606
+2868,268218,32,NaN,FURNITURE FACTORY OUTLET,1883 W FULLERTON AVE,60614
+2869,268256,27,NaN,ELITE NAILS SPA LTD,217 W NORTH AVE,60610
+2870,268298,42,630,THE PARK GRILL,11-35 N MICHIGAN AVE,60602
+2871,268307,28,NaN,ASHLAND DEVELOPER GROUP LLC,130 S ASHLAND AVE,60607
+2872,268309,27,763,AMSTAR FUEL & MINI MART,3759 W CHICAGO AVE,60651
+2873,268335,42,775,"AUSTRALIAN HOMEMADE,111 N STATE ST",LL,60602
+2874,268350,45,NaN,CURVES INC.,3701 W IRVING PARK RD,60618
+2875,268353,50,NaN,DOTS LLC 453,7562 N WESTERN AVE,60645
+2876,268361,17,NaN,SHARKS FISH & CHICKEN,7908 S HALSTED ST,60620
+2877,26837,42,NaN,MORRIS BLOCK ASSOCIATES,350 N ORLEANS ST 12 1258,60654
+2878,268404,27,NaN,"CONCERT SERVICES INC.,848 W EASTMAN ST",205,60622
+2879,268405,44,775,DIN FOODS,901-903 W BELMONT AVE,60657
+2880,268462,9,NaN,THE ATHLETE'S F00T,11135 S MICHIGAN AVE,60628
+2881,268483,42,NaN,PRO-BIKER LLC,344 W HURON ST,60610
+2882,268486,8,NaN,CHALLENGE FINANCIAL INVESTORS CORP,8036 S COTTAGE GROVE AVE,60619
+2883,2685,25,775,CHICAGO MIDWEST VEND SYS INC,1719 S CLINTON ST 1ST,60616
+2884,268502,42,NaN,ALEXANDRE SAVILE ROW,111 N STATE ST,60602
+2885,268591,22,NaN,B & W HEATING AND AIR INC,3605 W CERMAK RD,60623
+2886,268620,40,NaN,CRYSTAL LAUNDRY SERVICE INC,4951-53 N DAMEN AVE,60625
+2887,268640,42,NaN,CAREERBUILDER.COM,200 N LA SALLE ST,60601
+2888,268657,35,NaN,"BABY LAND CHILDRENS WEAR,4100 W ARMITAGE AVE",F,60639
+2889,268675,33,NaN,REASONABLE SEWING MACHINE RETAIL SALES & REPAIR,2911 W BELMONT AVE,60618
+2890,26869,43,NaN,"SEDGWICK PRODUCTIONS,1728 N SEDGWICK ST",1ST,60614
+2891,268756,50,829,CASEY'S CORNER,2733 W DEVON AVE 1ST,60659
+2892,26879,10,NaN,"IDEAL BARBER SHOP,9019 S COMMERCIAL AVE",1ST,60617
+2893,268808,8,NaN,A & M WIRELESS,1524 E 87TH ST,60619
+2894,26881,18,711,COLUMBUS AUTO REBUILDERS INC,3045 W COLUMBUS AVE,60652
+2895,268823,27,NaN,SEE SPOT RUN KENNEL INC.,2756 W FULTON ST,60612
+2896,268831,45,NaN,KEIL AUTOMOTIVE,5611 N NORTHWEST HWY,60646
+2897,268834,29,NaN,SILVER LINING DIGITAL,5000 W ROOSEVELT RD,60644
+2898,268837,28,NaN,LAPORT INC.,2443 W 16TH ST,60608
+2899,268838,36,NaN,METAL CONNECTIONS,2439 N NEWCASTLE AVE,60707
+2900,268849,47,775,ROCKLAND CAFE INC.,2601 W LELAND AVE,60625
+2901,268892,48,NaN,"Chicago,PC Doc",5320 N WAYNE AVE,60640
+2902,2689,6,775,4 & 1 CANDY STORE,6903 S WENTWORTH AVE,60621
+2903,268915,47,NaN,THE BOOKCELLAR,4736-4738 N LINCOLN AVE,60625
+2904,268935,15,775,GASCO CORPORATION,5616 S WESTERN AVE,60636
+2905,268940,35,NaN,"GALAXIS,UNISEX FAMILY CUTS",4248 W ARMITAGE AVE,60639
+2906,268945,42,NaN,"DIAMONDS CHICAGO,5 S WABASH AVE",900,60603
+2907,268968,42,654,"BRADFORD JAY HARRIS,166 W WASHINGTON ST",750,60602
+2908,268977,37,864,MORNING DELIGHT WAFFLE CO.,4333 W DIVISION ST,60651
+2909,268993,6,763,MAINLINE CONVENIENCE STORE,604 E 89TH PL,60619
+2910,269043,42,781,"JAMBA JUICE,#481",225 S CANAL ST,60606
+2911,269064,7,NaN,CHARLOTTE ALEXANDER,7267 S EXCHANGE AVE,60649
+2912,269112,2,704,"YOGA NOW,742 N LA SALLE DR",201,60610
+2913,26912,48,NaN,"VRANAS & ASSOCIATES,1010 W FOSTER AVE",1ST,60640
+2914,269149,23,NaN,SKIK GENERAL CONSTRUCTION,5404 S NAGLE AVE,60638
+2915,269177,40,638,Do Won Restaurant Inc.,5695 N LINCOLN AVE,60659
+2916,269186,8,NaN,CHATHAM 30 MINUTE CLEANERS INC,910 E 87TH ST,60619
+2917,26919,43,NaN,"WAHLER BROS CO INC,2551 N HALSTED ST",1,60614
+2918,269197,40,NaN,ABILITY RESTAURANT REPAIR,1737 W ALBION AVE,60626
+2919,26920,11,NaN,"CHINA BLOSSOMS,235 W 26TH ST",1,60616
+2920,269216,27,NaN,"SWIVEL,937 W RANDOLPH ST",3-E,60607
+2921,269247,27,724,Mark Segal Photography,711 N MILWAUKEE AVE 2,60642
+2922,269297,42,720,CENTER FOR DISABILITY AND ELDER LAW,79 W MONROE ST 9TH 919,60603
+2923,26932,14,829,REGAL BEAGLE,3236 W 55TH ST 1,60632
+2924,269338,11,763,DOLLAR FUNCTION GROUP INC.,3449 S HALSTED ST,60608
+2925,269355,2,NaN,GOLD COAST GUEST HOUSE B & B,113 W ELM ST,60610
+2926,269361,32,NaN,CHICAGO ACTORS STUDIO,2040 N ELSTON AVE 2,60614
+2927,269362,37,NaN,LEGACY- LEATHER,4545 W DIVISION ST,60651
+2928,269381,40,NaN,CLARK TIRE SERVICE,6501 N CLARK ST,60626
+2929,269392,27,775,CHINA PHOENIX CHINESE RESTAURANT,2459 W MADISON ST 1ST,60612
+2930,269403,2,763,KESH FOODS,866 N STATE ST,60610
+2931,269438,45,NaN,Dream Nails,5536 N MILWAUKEE AVE,60630
+2932,269485,42,NaN,MRI OF RIVER NORTH INC.,664 N WELLS ST,60654
+2933,269553,32,775,SUBWAY,1700 W DIVERSEY PKWY,60614
+2934,269555,42,775,Qdoba Mexican Eats #2621,100 N LA SALLE ST 1ST,60602
+2935,269574,27,775,MONAMI GAS INC,1234 N HALSTED ST,60622
+2936,269587,16,NaN,GARIBAY'S BOOTH,2814 W 59TH ST REAR,60629
+2937,26968,5,NaN,"PIT STOP 500,7000 S STONY ISLAND AVE",1,60649
+2938,269700,37,775,POP'S PLACE FRIED RICE,5531 1/2 W CHICAGO AVE,60651
+2939,269714,42,775,ETHEL M. CHOCOLATES INC,540 N MICHIGAN AVE,60611
+2940,269745,12,NaN,CERMAK APPLIANCE,3005 W CERMAK RD REAR,60623
+2941,269776,30,NaN,Advance Auto Center Inc,3433-3437 N PULASKI RD 2ND,60641
+2942,269785,37,NaN,MARTYS PEST CONTROL,4868 W CONCORD PL,60639
+2943,269787,3,NaN,"SOUTH SIDE COMMUNITY FEDERAL CREDIT UNION,5401 S WENTWORTH AVE",25,60609
+2944,26980,45,NaN,"ACCORD OFFICE MACHINES,4362 N MILWAUKEE AVE",1,60641
+2945,2699,14,NaN,SIDNEY VANCHIERS & JOS RIGGIO,5210 S ARCHER AVE,60632
+2946,26998,27,864,EASTERN SEAFOOD COMPANY,1020 W HUBBARD ST 1ST,60642
+2947,27,46,829,CAROL'S PUB,4659 N CLARK ST 1ST,60640
+2948,27001,30,829,CHICAGO 21 NIGHT CLUB,6018-6020 W BELMONT AVE 1ST,60634
+2949,27002,24,NaN,DONAHUE/RAJAH SHOE KEY & LOCK,1240 S KEDZIE AVE,60623
+2950,270089,20,NaN,WHITE HARDWARE AND PAINT,5523 S HALSTED ST,60621
+2951,270096,39,NaN,CDENTLLC,5155 N KIMBALL AVE,60625
+2952,270103,42,NaN,BEAR NECESSITIES PEDIATRIC CANCER FOUNDATION,23 W HUBBARD ST,60610
+2953,270145,47,NaN,LC DISCOUNT MART,4800 N CLARK ST,60640
+2954,270160,28,NaN,MARATHON FUEL & MINI MART,43 N HOMAN BLVD,60624
+2955,270174,30,NaN,JENIN TELECARD ALLIANCE,3078 N MILWAUKEE AVE,60618
+2956,270182,40,NaN,ALONDRA'S UNISEX,5113 N LINCOLN AVE,60625
+2957,270228,1,NaN,JALISCO ELECTRONICS,1933 W CHICAGO AVE,60622
+2958,270230,49,775,GOLD COAST DOGS,6604 N SHERIDAN RD,60626
+2959,270242,33,775,SAHAR MEAT & GROCERY INC.,4508 N KEDZIE AVE,60625
+2960,270253,11,NaN,DEFIANCE GALLERY & DESIGN,1918 S CANALPORT AVE,60616
+2961,270262,45,NaN,BESCO AIR INC.,5332 N ELSTON AVE 1ST,60630
+2962,270268,37,NaN,COUNTRY BRAIDS,5467 W CHICAGO AVE,60651
+2963,270305,32,NaN,BART HARRIS,2132 W BELMONT AVE,60618
+2964,270310,41,NaN,HEALING HANDS HOME CARE,6730 W HIGGINS AVE,60656
+2965,270312,34,NaN,CREATIVE TOUCH,1326 W 111TH ST,60643
+2966,270340,17,NaN,CHANGING FACES SALON,2735 W 63RD ST,60629
+2967,270357,37,NaN,A & P REPAIR SERVICES,4725 W NORTH AVE,60639
+2968,27036,14,NaN,"REX CARTON CO INC,4528 W 51ST ST",1ST,60632
+2969,270367,21,775,DOCKS,112 W 87TH ST,60620
+2970,270376,9,NaN,SAM'S FOOD,336 E 95TH ST,60619
+2971,270378,8,NaN,HAIR ODYSSEY,1419 E 79TH ST,60619
+2972,270407,36,NaN,NIEDZIELA AMERYKANSKA,6965 W BELMONT AVE 1ST,60634
+2973,27041,14,NaN,"KOEBER'S INCORPORATED,5239 S KEDZIE AVE",1,60632
+2974,270440,47,717,T-Rex - 5025 Ltd.,5020 N CLARK ST,60640
+2975,270449,31,NaN,"MARATHAN AMUSEMENT,4201 W WRIGHTWOOD AVE",100,60639
+2976,270451,32,NaN,"TLCONTACT.COM,3047 N LINCOLN AVE",210,60657
+2977,270453,35,775,BELMONT PRODUCE,3239 W BELMONT AVE,60618
+2978,270456,13,NaN,Dollar City,5849 S PULASKI RD,60629
+2979,27047,44,763,ARCHITECTURAL REVOLUTION/SILVER DISTRICT,3226 N CLARK ST 1,60657
+2980,270470,25,NaN,IMC PRODUCTIONS INC.,500 W CERMAK RD,60616
+2981,270479,35,NaN,MASHAL ENTERPRISE INC,3908 W LAWRENCE AVE,60625
+2982,270488,27,NaN,TOP STORE,301 N HOYNE AVE,60612
+2983,270495,30,829,J & A SPORTS BAR,5650 W DIVERSEY AVE,60639
+2984,27050,37,NaN,"STEEL GUARD,INC,4707 W NORTH AVE",1,60639
+2985,270507,28,775,"D.S.N. FOOD,INC.",508 S KOSTNER AVE,60624
+2986,270517,29,NaN,"LCG SALES INC.,5420 W ROOSEVELT RD",231,60644
+2987,270574,21,NaN,TIREWORLD & RIMS,646 W 95TH ST,60628
+2988,270576,27,763,RYERSON PHARMACY,3625 W CHICAGO AVE,60651
+2989,270583,30,763,DOLLAR BUCK PLUS,5606 W BELMONT AVE,60634
+2990,270605,3,NaN,"SMARTECHS.NET,1727 S INDIANA AVE",G02B,60616
+2991,270637,36,775,LA CHILANGUEADA,5131 W FULLERTON AVE,60639
+2992,27069,27,894,RUBEN'S UNISEX,1359 W CHICAGO AVE,60642
+2993,2707,36,NaN,WM J HONQUEST & CO INC,6869 W GRAND AVE,60707
+2994,270720,44,720,TIMELINE THEATRE COMPANY,615 W WELLINGTON AVE 2ND,60657
+2995,270743,40,775,SUNSET PHO CAFFE,5726 N WESTERN AVE,60659
+2996,270745,47,NaN,"DIRECTMED STAFFING,1945 W WILSON AVE",2111,60640
+2997,270755,10,775,Baltimore Food & Liquor,13322-13324 S BALTIMORE AVE,60633
+2998,270777,26,775,THE BROWN SACK,3706 W ARMITAGE AVE 1ST,60647
+2999,27078,33,NaN,ASSIST INC.,4406 N KEDZIE AVE,60625
+3000,270785,10,NaN,P & M HOME REMODELING,8428 S BUFFALO AVE,60617
+3001,270799,31,NaN,R.V. CONSTRUCTION,3054 N KNOX AVE,60641
+3002,270807,12,894,ANTONIA MEDINA,3013 W CERMAK RD 1ST,60623
+3003,270808,8,775,ELLIS FOOD MART,958 E 79TH ST,60619
+3004,270832,35,NaN,BERT TUCKPOINTING & MASONRY INC,3517 W MONTROSE AVE,60618
+3005,270834,15,NaN,DYNA-CRAFT CONTRACTING INC.,2111 W GARFIELD BLVD,60636
+3006,270883,40,NaN,PINAY FIESTA,2752 W LAWRENCE AVE,60625
+3007,270904,26,NaN,MADRID JEWELRY JOYERIA #2,4040 W NORTH AVE 1,60639
+3008,270932,44,NaN,MINI NAILS,3174 N BROADWAY,60657
+3009,270935,11,NaN,MODERN SHOES OUTLET,3335 S HALSTED ST,60608
+3010,27095,2,NaN,THE RUTH PAGE FOUNDATION,1016 N DEARBORN ST 1,60610
+3011,270967,24,666,CITGO FUEL & MINI-MART,1900 S PULASKI RD,60623
+3012,270970,39,NaN,SAMLAND TRAVEL AND TOURS INC,4320 W MONTROSE AVE 1ST,60641
+3013,271006,45,775,Sala Cafe',4202 W IRVING PARK RD,60641
+3014,27104,42,NaN,"ERNEST SLOTAR INC,29 E MADISON ST",1112,60602
+3015,271050,27,NaN,"Museum Park East LLC,600 W CHICAGO AVE",570,60610
+3016,271052,9,NaN,PERRYS FOOD STORE INC.,101-103 W 119TH ST,60628
+3017,271073,6,NaN,NEW HAIR MILLENIUM,7502 S COTTAGE GROVE AVE,60619
+3018,271088,28,624,CASH MONEY BUYERS,20 S PULASKI RD,60624
+3019,271111,25,992,TACO MARIO'S LIMITED,2300 S THROOP ST,60608
+3020,271115,10,NaN,CALUMET TRANSLOAD RAILROAD L.L.C.,10730 S BURLEY AVE,60617
+3021,271130,44,NaN,SALON EM,3240 N CLARK ST,60657
+3022,271144,41,NaN,"PRIMIS MARKETING GROUP,8755 W HIGGINS RD",240,60631
+3023,271165,42,NaN,"HERMES TAILOR & DRY CLEANING,222 W MERCHANDISE MART PLZ",221,60654
+3024,27118,32,NaN,"WESTERN GUITAR SHOP,2141 N WESTERN AVE",1 ST,60647
+3025,271183,8,666,TRIPLE A PETROLEUM INC.,8721 S COTTAGE GROVE AVE,60619
+3026,27119,42,NaN,ACE HOSE & RUBBER COMPANY,218 N JEFFERSON ST LOWER LEVEL 100 L,60661
+3027,271195,19,NaN,BEVERLY PAGODA MARTIAL ARTS ACADEMY INC.,1854-1856 W 95TH ST 1,60643
+3028,27123,42,NaN,"M GELLER LIMITED,29 E MADISON ST",1805,60602
+3029,271253,42,763,OM LOBBY SHOP,105 W ADAMS ST 1ST,60603
+3030,271259,21,NaN,L'OREAL USA INC.,8522 S LAFAYETTE AVE,60620
+3031,271298,2,925,HOWARD MEDICAL COMPANY,1690 N ELSTON AVE,60622
+3032,2713,19,NaN,CATRON'S BARBER SHOP,2404 W 111TH ST,60655
+3033,271338,38,775,HARLEM CAFFE,6346 W IRVING PARK RD,60634
+3034,271397,3,767,"A LOTTA GOOD STUFF RESALE FURNITURE,501 E 47TH ST",1ST,60653
+3035,271463,44,743,MUSIC BOX THEATRE,3733 N SOUTHPORT AVE 1ST,60613
+3036,27150,29,NaN,CLAY BEAUTY SALON,5446 W HARRISON ST,60644
+3037,27154,18,775,FIRST CHURCH OF LOVE AND FAITH,2147 W 79TH ST,60620
+3038,271560,14,NaN,ROSAS FURNITURE,5115 S KEDZIE AVE,60632
+3039,271580,32,NaN,JOHN D JEFFERY JR.,1915 N WOLCOTT AVE,60622
+3040,271596,41,NaN,"HQ GLOBAL WORKPLACES INC,8700 W BRYN MAWR AVE",800 S,60631
+3041,27167,15,NaN,GLORIA'S UNISEX,1525 W 46TH ST 1ST,60609
+3042,271670,27,602,MK FILMS CORP.,548 N SACRAMENTO BLVD GROUND,60612
+3043,271673,47,775,NAN'S FOOD MARKET,1429 W IRVING PARK RD,60613
+3044,271682,47,894,"SINE,QUA NON II LTD",3417 N LINCOLN AVE,60657
+3045,271700,38,NaN,KANAS INTERNATIONAL CORP,3443 N HARLEM AVE,60634
+3046,27171,27,NaN,"MIKE'S ANODIZING COMPANY INC,859 N SPAULDING AVE",1,60651
+3047,271724,26,NaN,PRECISE CLEANING AND MAINTENANCE,2015 N AVERS AVE 2ND,60647
+3048,271725,29,775,YASMINE FOOD MART,5834 W ROOSEVELT RD,60644
+3049,27176,39,NaN,SANATEX CORPORATION,5590 N LYNCH AVE,60630
+3050,271776,1,NaN,ZOKA ZOLA LLC.,1737 W OHIO ST,60622
+3051,2718,25,775,"EL MILAGRO,1923 S BLUE ISLAND AVE",1ST,60608
+3052,271816,27,814,Pork Chop,800 W WASHINGTON BLVD,60607
+3053,271827,48,775,"PHO 777 RESTAURANT,1063-1065 W ARGYLE ST",1ST,60640
+3054,271868,39,679,ISLAMIC & ARAB COMMUNITY SERVICE OFFICE / NOUR...,4435 N ELSTON AVE 1ST,60630
+3055,27187,31,NaN,"PINKY BODY & PAINT SHOP INC,3410 N CICERO AVE",1ST,60641
+3056,271886,27,829,COBRA LOUNGE,231 N ASHLAND AVE 1,60607
+3057,271893,23,638,HOME RUN INN PIZZERIA,6221 S ARCHER AVE 1,60638
+3058,271902,42,814,KASIA'S DELI,350 S MICHIGAN AVE,60604
+3059,271921,25,763,DOLLAR MART PLUS,1848 S BLUE ISLAND AVE,60608
+3060,271943,10,775,BURGER KING #7268,13770 S AVENUE O,60633
+3061,271945,17,NaN,ASHLAND CENTER LLC.,7712 S ASHLAND AVE,60620
+3062,271984,41,775,"E & D INCIDENTAL INC,8745 W HIGGINS RD",145,60631
+3063,27202,21,829,THE JUNCTION LOUNGE,8615 S RACINE AVE 1ST,60620
+3064,27204,12,NaN,BEMAR ELECTRIC MOTOR SERVICE,1624 W 35TH ST,60609
+3065,272058,42,NaN,NEWS AND VIEWS,151 N MICHIGAN AVE LL,60601
+3066,272083,14,775,LOS TRES BROTHERS INC.,5536 S ARCHER AVE 1,60638
+3067,272123,34,NaN,LARRY'S SALON,9707 S HALSTED ST 1ST,60628
+3068,272134,1,775,WINDY CITY MINI MARKET,1756 W CHICAGO AVE,60622
+3069,272158,30,NaN,TRANSPORTES LOS PRIMOS,5724 W DIVERSEY AVE,60639
+3070,272169,34,763,GJK PETROLEUM INC.,734 W 111TH ST,60628
+3071,272180,11,775,HARMONY HEALTH,469 W 31ST ST,60616
+3072,272190,50,NaN,"MA CHICAGO,7300 N WESTERN AVE",F,60645
+3073,272213,38,NaN,"NEW,CENTURY BUILDERS,6359 W MONTROSE AVE",2,60634
+3074,27226,4,NaN,"CONGAREE RIVER LIMITED PARTNER,53 W JACKSON BLVD",530,60604
+3075,272292,39,775,TASSSILI,4342 1/2 N ELSTON AVE,60641
+3076,27231,42,NaN,"BECKER BURKE ASSOCIATES INC,221 N LA SALLE ST",1000,60601
+3077,272317,50,NaN,ADVANTAGE BUILDING CONTRACTORS INC.,3617 W DEVON AVE,60659
+3078,27232,33,NaN,INTERNATIONAL AUTO REPAIR,3100 W MONTROSE AVE 1ST,60618
+3079,272343,46,775,THAI ON CLARK,4641 N CLARK ST 1ST,60640
+3080,272436,4,720,UNION LEAGUE CIVIC & ARTS,65 W JACKSON BLVD,60604
+3081,272443,14,864,JAVIN INC.,3403 W 48TH PL,60632
+3082,272451,33,NaN,TOTAL FINANCE,2917 W IRVING PARK RD,60618
+3083,272512,36,NaN,BEYOND ALL LIMITES REMODELING & REPAIRS,2303 N MELVINA AVE 1ST,60639
+3084,272548,8,NaN,PET SALON,8227 S STONY ISLAND AVE,60617
+3085,272563,35,775,GLORIA'S CAFE,3300 W FULLERTON AVE,60647
+3086,272571,32,NaN,KITCHEN TUNE-UP,2804 N OAKLEY AVE 1ST FLOOR 1,60618
+3087,272576,2,NaN,LAKIN ENVIRONMENTAL INDUSTRIES LLC,1323 W CORTLAND ST,60614
+3088,272583,8,NaN,DIGITAL VIDEO,8114 S COTTAGE GROVE AVE,60619
+3089,272588,27,774,PERMAN WINE SELECTIONS,1167 N HOWE ST 1ST,60610
+3090,272589,2,NaN,ONE HOUR PHOTO,1154 N STATE ST,60610
+3091,272597,36,NaN,SUPERIOR METAL WORK,4447 W CORTLAND ST,60639
+3092,272625,29,NaN,JR PROPERTY DEVELOPMENT LLC,5851 W DICKENS AVE,60639
+3093,27264,31,NaN,J P SIMONS & COMPANY,4243 W BELMONT AVE 1ST,60641
+3094,272656,38,NaN,NIE-BO,5849 W IRVING PARK RD,60634
+3095,272662,28,775,THE OGDEN,1659 W OGDEN AVE 1ST FLOOR,60612
+3096,272675,27,NaN,VIVID SEATS LTD,1732 W HUBBARD ST 2ND 2B,60622
+3097,272688,10,NaN,CHICAGO FRESH MEATS INC.,9229 S BALTIMORE AVE,60617
+3098,272701,45,NaN,PERFECTION AUTO WASH & DETAILING,5525 N NORTHWEST HWY,60630
+3099,272707,22,NaN,GALLARY FASHIONS,3400 W 26TH ST,60623
+3100,272711,17,NaN,SCIENTIFIC AUTO SERVICE,7701 S RACINE AVE,60620
+3101,27272,45,NaN,"STANLEY TRAVEL BUREAU,4419 N MILWAUKEE AVE",1,60630
+3102,27274,10,829,THE SHED,3707 E 106TH ST 1ST #,60617
+3103,272749,6,NaN,TAF OF 79TH INC,748-750 E 79TH ST,60619
+3104,27275,14,NaN,"THE CLASSIC TOUCH BEAUTY SALON,5056 S ARCHER AVE",1ST,60632
+3105,272765,38,911 | 748,BLACK TIE FORMALWEAR,7219 W IRVING PARK RD 1ST B,60634
+3106,272769,14,775,KMART #3594,5050 S KEDZIE AVE,60632
+3107,27279,36,NaN,"KEYSTONE REPRODUCTIONS INC,6160 W GRAND AVE",MAIN,60639
+3108,27281,23,829,EL POTRILLO,5129 S ARCHER AVE 1ST,60632
+3109,272815,3,725,PROGRESSIVE BAPTIST CHURCH INC OF CHICAGO,3658 S WENTWORTH AVE,60609
+3110,272832,31,NaN,Titan Marble & Granite Group Inc dba Titan St...,4920 W BELMONT AVE,60641
+3111,27286,11,NaN,BRIDGEPORT LAUNDRY,3236 S MORGAN ST 1ST,60608
+3112,272867,27,NaN,VERTEGRATE,954 W WASHINGTON BLVD,60607
+3113,272873,27,642,KINGDOM FARMS WHOLESALE MEATS INC.,2300 W LAKE ST 1ST A,60612
+3114,2729,13,775,JOHN PTICEK,5523 S NARRAGANSETT AVE,60638
+3115,272916,30,894,MONDO BELLO HAIR SALON,2459 N CENTRAL AVE,60639
+3116,272927,45,NaN,MAXI MAINTENEx INC,5740 N ELSTON AVE,60646
+3117,272930,37,NaN,Baskets Of Love By Yo!,5116 W NORTH AVE,60639
+3118,27294,22,NaN,"BOTANICA EMMANUEL,3657 W 31ST ST",1,60623
+3119,272946,43,648,MICHAEL CLEANERS,2059 N CLARK ST,60614
+3120,272958,5,624,DISCOUNT THRIFT,7810 S STONY ISLAND AVE,60649
+3121,273001,29,NaN,MY BEAUTY SUPPLY,6010 W NORTH AVE,60639
+3122,27302,25,NaN,PILSEN AUTO GLASS,2120 S ASHLAND AVE 1ST,60608
+3123,273036,16,763,59TH & ASHLAND CITGO,5901 S ASHLAND AVE,60636
+3124,273039,13,904,MERCY CLINIC PHARMACY AT PULASKI,5525 S PULASKI RD,60629
+3125,273046,15,NaN,SHOES AND SPORTS MAYA,4344 S ARCHER AVE,60632
+3126,27305,14,NaN,"EAGER PLASTICS INC,3350 W 48TH PL",1,60632
+3127,273058,19,NaN,EVERGREEN KIA,9205 S WESTERN AVE,60643
+3128,273076,50,NaN,DILSHAD HAIR FASHION INC.,2645 W DEVON AVE,60659
+3129,273099,44,NaN,"ACCESSORIES GALORE,3844 N CLARK ST",1-N,60613
+3130,273127,22,NaN,COMPUTER GLOBAL SOLUTIONS INC,3843 W 26TH ST,60623
+3131,27314,42,NaN,"EDMUND D SCHELZLE & SONS,29 E MADISON ST",1214,60602
+3132,273140,3,NaN,RW JANITORIAL,130 E GARFIELD BLVD 1,60615
+3133,273154,46,NaN,MARY-ARRCHIE THEATRE CO.,735 W SHERIDAN RD 2,60613
+3134,273181,24,775,CICERO FOOD CENTER,519 S CICERO AVE,60644
+3135,273186,20,775,LOOMIS FOOD STORE,4801 S LOOMIS BLVD,60609
+3136,273215,42,NaN,CITY FRONT PLAZA CLEANERS,240 E ILLINOIS ST 1ST,60611
+3137,273223,2,NaN,PARAMOUNT NEWBERRY CLEANERS,1030 N STATE ST,60610
+3138,273227,42,NaN,QUEUE MARKETING COMMUNICATIONS GROUP INC.,29 S LA SALLE ST 9TH 930,60603
+3139,273234,17,NaN,FINAL CONFLICT KARATE,3132 W MARQUETTE RD,60629
+3140,27325,3,NaN,LOWE TAILOR,515 E 47TH ST # 1ST,60653
+3141,273314,35,NaN,"MEXICO TRANSFERS INC.,3412 W MONTROSE AVE",E,60618
+3142,273330,43,NaN,AJ'S POSTERS AND PRINTS,1227 W DIVERSEY PKWY,60614
+3143,273339,27,668,STONE EDGE INC,2020 W HUBBARD ST,60612
+3144,273344,27,NaN,MARKS WHOLESALE MEATS,935 W FULTON MARKET,60607
+3145,273359,31,NaN,BEST APPLIANCES,5216 W DIVERSEY AVE,60639
+3146,27338,25,NaN,DOR FOOK JEWELRY,2410 S WENTWORTH AVE,60616
+3147,273383,42,NaN,"DBRS,101 N WACKER DR",100,60606
+3148,273393,45,704,MODA SALON & SPA,6020 W HIGGINS AVE,60630
+3149,27343,44,NaN,FLOWER BUCKET INC,1100 W BELMONT AVE,60657
+3150,273449,8,894,PERFECT SOLUTION,1926 E 95TH ST 1ST,60617
+3151,273455,28,NaN,QUICK COMM,4757 W MADISON ST,60644
+3152,273456,1,NaN,HEJFINA,1529 N MILWAUKEE AVE,60622
+3153,273474,1,775,CAFE CANCALE,1576 N MILWAUKEE AVE,60622
+3154,27349,48,720 | 767,SWEDISH AMERICAN MUSEUM,5211 N CLARK ST 1ST,60640
+3155,273507,45,894,YOLYS,4803 W MONTROSE AVE 1ST,60641
+3156,273514,29,775,"APPLE FOOD MART,5255 W MADISON ST",DOOR-C,60644
+3157,273528,42,775,"THE GREAT STEAK & POTATO CO.,500 W MADISON ST",050,60661
+3158,273532,42,638,CHICAGO SIGNATURE SERVICES,700 E GRAND AVE,60611
+3159,27355,17,NaN,CHICAGO URBAN DAY SCHOOL INC,1248 W 69TH ST,60636
+3160,273563,18,NaN,DESIGNER EYE WORLD,8307 S PULASKI RD,60652
+3161,273566,18,763,QUICK MART,8301 S KEDZIE AVE 1,60652
+3162,273571,13,775,LA MICHIOCANA SUPREMA,6610 S PULASKI RD 1,60629
+3163,273572,2,775,SUNRISE CAFE RESTAURANT,2012 W CHICAGO AVE,60622
+3164,273574,7,763,FIELDS CONVENIENCE CENTER,7100 S SOUTH SHORE DR 1ST,60649
+3165,273617,43,NaN,COTELAC,1159 W WEBSTER AVE 1ST,60614
+3166,273627,12,NaN,PLAZA NATURAL,4100 S ASHLAND AVE 1ST 415/ 416,60609
+3167,27363,26,NaN,JOE'S HARDWARE INC,2659 W DIVISION ST,60622
+3168,27364,45,NaN,ACE AUCTIONEERS INC,3825 N LOWELL AVE,60641
+3169,273657,42,NaN,"MASTERS,CAPITAL,141 W JACKSON BLVD",3125,60604
+3170,273658,20,NaN,MORADO'S CARPENTRY,4803 S ADA ST,60609
+3171,273684,4,NaN,Feelings Gift Shop,720 S MICHIGAN AVE,60605
+3172,27370,25,NaN,ALVAREZ HARDWARE,1323 W 18TH ST,60608
+3173,273720,29,NaN,EXPERT METAL FINISHING INC.,1900 N AUSTIN AVE 1,60639
+3174,273721,27,NaN,ALEXANDER JR. BUILDING SERVICES,643 N KEDZIE AVE 1ST,60612
+3175,273747,14,NaN,"BERE'S,FASHION & WESTERN WEAR",3220 W 55TH ST,60632
+3176,273769,39,NaN,AIR CHECK INC.,6033 N MILWAUKEE AVE,60646
+3177,273802,20,NaN,HAIR ICONS,6454 S COTTAGE GROVE AVE,60637
+3178,273832,28,775,PAPA FOOD,12 S KARLOV AVE,60624
+3179,273835,46,NaN,SUN CLEANERS,3839 N BROADWAY,60613
+3180,27393,23,NaN,"NEW YORK ANNEX,6801 W 63RD ST",1,60638
+3181,273934,44,NaN,"francesca's,3539 N SOUTHPORT AVE",1S,60657
+3182,273972,1,NaN,PLAN-IT TRAVEL,1325 W GRAND AVE,60642
+3183,273973,33,775,SUBWAY STORE #30969,4552 N KEDZIE AVE,60625
+3184,27398,40,NaN,"WORD OF LIFE BOOKS,5786",-05788 N LINCOLN AVE 1ST,60659
+3185,273993,12,775,LA DOLOROSA GROCERY #2,3849 S KEDZIE AVE,60632
+3186,274004,45,NaN,ART OF HAIR,5924 W LAWRENCE AVE,60630
+3187,274024,46,704,HALSTED STREET BEACH TANNING SALON,3741 N HALSTED ST,60613
+3188,274072,8,NaN,Q BEAUTY SUPPLY,1928 E 95TH ST,60617
+3189,274122,47,638,"MRS MURPHYS AND SONS IRISH,BISTRO",3905 N LINCOLN AVE,60613
+3190,274139,11,NaN,PROITCO,258 W 31ST ST,60616
+3191,274141,22,712,PILSEN AUTO TRANSMISSION INC,3549 W CERMAK RD,60623
+3192,274150,1,NaN,THE TUXEDO PALACE AND CITLALY BRIDAL,1727 W CHICAGO AVE,60622
+3193,274153,2,NaN,SPINCYCLE COIN LAUNDRY,1658 N MILWAUKEE AVE,60647
+3194,274159,42,775,THE KERRYMAN,661 N CLARK ST,60654
+3195,274193,42,720,LIFELINE HUMANITARIAN ORGANIZATION,155 N MICHIGAN AVE 4TH 205,60601
+3196,274206,44,NaN,PASTORAL,2945 N BROADWAY,60657
+3197,27423,27,NaN,"CORPORATE BUSINESS INTERIORS,900 N FRANKLIN ST",709,60610
+3198,274341,27,NaN,BERTUCA REALTY GROUP,1215 W GRAND AVE,60642
+3199,274383,33,NaN,PESO EXCHANGE INC.,2712 W MONTROSE AVE,60618
+3200,274423,23,NaN,THERAPY PROVIDERS OF AMERICA INC.,6222 S PULASKI RD,60629
+3201,274424,40,NaN,PHILIPPINE GROCERY & VIDEO INC.,5750 N CALIFORNIA AVE,60659
+3202,274445,34,NaN,SECURITY FENCING by DON FIZER INC.,330 W 111TH ST,60628
+3203,274464,3,NaN,HOME INSTEAD SENIOR CARE,122 E 35TH ST 1 105,60616
+3204,274476,35,NaN,FERGUSON HEATING & COOLING,3509 W ADDISON ST,60618
+3205,274494,26,774,GO TAVERN & LIQUORS,3219 W ARMITAGE AVE 1,60647
+3206,274514,1,NaN,ROSALIO TORRES,1650 N TALMAN AVE APT.3,60647
+3207,274558,29,NaN,CHICAGO BOOTH MANUFACTURING INC.,5000 W ROOSEVELT RD,60644
+3208,274598,3,NaN,THE ABYSS SALON,67 E 16TH ST,60616
+3209,274615,41,NaN,JIFFY LUBE #1160,7200 N HARLEM AVE,60631
+3210,274621,20,NaN,MOE'S FOOD MART,558 E 63RD ST,60637
+3211,27463,42,NaN,COLIN OF LONDON,50 E OAK ST,60611
+3212,274679,8,NaN,A. KINSEY CONSTRUCTION,9207 S ELLIS AVE,60619
+3213,274715,39,890,WMAU,3218 W BRYN MAWR AVE 1 1,60659
+3214,274765,42,NaN,BRENDA F. RAMIREZ,205 W WACKER DR 5TH 516,60606
+3215,274768,17,NaN,JSL COMMUNICATIONS,7854 S ASHLAND AVE,60620
+3216,27477,12,NaN,RAFAEL MAGALLON,2215 S KEDZIE AVE,60623
+3217,274773,23,NaN,NO TAIL LEFT BEHIND PET SIT,5355 S MOBILE AVE,60638
+3218,27483,2,NaN,RONALD SEYMOUR INC,1625 N MILWAUKEE AVE,60647
+3219,274844,47,NaN,AMAR COMPANY,4122 N CLAREMONT AVE,60618
+3220,274895,42,NaN,676 N LASALLE BLDG.,676 N LA SALLE DR,60610
+3221,274930,26,NaN,"PAUL L. WITCHELL,2634 W AUGUSTA BLVD",#3,60622
+3222,274935,47,775,SUBWAY,3601 N WESTERN AVE,60618
+3223,274936,41,775,THE ORIGINAL GINO'S EAST,8725 W HIGGINS RD,60631
+3224,274946,42,NaN,SANBORN KILCOLLIN PARTNERS LLC,70 W MADISON ST 5320,60602
+3225,275034,43,814,Barn &Company (Hubbard Inn),2400 N LINCOLN AVE,60614
+3226,275043,10,NaN,COPPERWELD CORPORATION,1855 E 122ND ST,60633
+3227,275058,40,NaN,CHICAGO ON WHEELS LLC,5510 N WESTERN AVE,60625
+3228,275073,42,NaN,I.T.X. CORPORATION,650 N DEARBORN ST,60610
+3229,275108,8,NaN,PAULA K HAND,7619 S EAST END AVE,60649
+3230,275134,35,NaN,SUBWAY,4353 W ARMITAGE AVE,60639
+3231,275170,42,NaN,"LETICIA KAGAN SKIN CARE INC.,65 E OAK ST",2C,60611
+3232,275193,27,775,A & D SUPERMARKET,2956 W MADISON ST,60612
+3233,275238,39,NaN,U I S CONSULTING,5612 N JERSEY AVE,60659
+3234,27524,36,796,PHILLIP'S ICE CREAM,2113 N MAJOR AVE,60639
+3235,275253,45,NaN,SECURITY TRAINING INSTITUTE INC,4032 N MILWAUKEE AVE,60641
+3236,275273,6,NaN,"STATE,STREET MEAT MARKET",7143 S STATE ST,60619
+3237,275288,2,NaN,"PALTECH,1460 N SANDBURG TER",401,60610
+3238,27531,29,NaN,"MILEX TUNE UP AND BRAKES,7059 W BELMONT AVE",1ST,60634
+3239,27532,47,NaN,"G & T RIGHT WAY SERVICE,3912 N DAMEN AVE",1,60618
+3240,275381,22,NaN,EAGLE USED TRUCK PARTS INC.,3104 S HOMAN AVE,60623
+3241,275388,23,775,CAMINO REAL,4235 W 63RD ST,60629
+3242,27542,48,712,"GERMAN MOTORS,5734 N BROADWAY",1ST,60660
+3243,275436,46,NaN,IVY L HENRY,1325 W WILSON AVE,60640
+3244,275488,42,NaN,"GRANITE ASSET MANAGEMENT SERVICES INC.,330 S WELLS ST",400,60606
+3245,275493,17,769,TOUSSAINT STEVENS,7146 S HONORE ST 1,60636
+3246,275503,30,NaN,ROSITA'S FURNITURE,3708 W DIVERSEY AVE 1ST,60647
+3247,275521,19,NaN,"LAWERENCE,RAND",10339 S HALE AVE,60643
+3248,275547,3,724,A MOP ABOVE,5644 S WELLS ST,60621
+3249,275569,26,NaN,SPORTS WEAR,2045 W GRAND AVE,60612
+3250,27557,19,784,HINKY-DINKS PUB,3243 W 111TH ST 1ST,60655
+3251,275644,42,NaN,"SPECIAL INVESTIGATIONS AND SECURITY EXPERTS LLC,203 N LA SALLE ST",2100,60601
+3252,275681,42,NaN,"GEONALYTICS INC,500 W MONROE ST",3820,60661
+3253,275693,18,NaN,JEWEL TIME,7501 S CICERO AVE K8A K8A,60652
+3254,275710,28,NaN,MILESTONES HEALTH CARE BILLING CENTER,3623 W FIFTH AVE 2,60624
+3255,275726,6,NaN,FREDA J. SHELBY,1335 W 72ND ST,60636
+3256,275849,42,775,OASIS CAFE,17 S WABASH AVE 1,60603
+3257,275873,39,NaN,CHECKPOINT SYSTEMS,4104E W IRVING PARK RD,60641
+3258,275899,1,NaN,INNERTOWN RECORDS,1908 W DIVISION ST,60622
+3259,275901,27,NaN,ANSWER WIRELESS,800 W WASHINGTON BLVD,60607
+3260,275922,23,NaN,"MORENO'S BOOTS WESTERN WEAR,5220 S PULASKI RD",C212,60632
+3261,275934,33,775,SALAT'S FOOD STOP,3056 W DIVERSEY AVE,60647
+3262,275939,4,NaN,INTEGRITY PT-S.STATE,1131 S STATE ST,60605
+3263,275941,47,NaN,"THAIRAPY PLUS,4247 N LINCOLN AVE",1,60618
+3264,275964,38,NaN,KUS ROOFING CONSTRUCTION,3954 N OLCOTT AVE,60634
+3265,275992,47,775,BRIOSO,4603 N LINCOLN AVE,60625
+3266,276009,42,720 | 602,UNITED WAY OF METROPOLITAN CHICAGO INC.,333 S WABASH AVE 30TH,60604
+3267,276019,8,775,HOE TOY RESTAURANT,8559 S STONY ISLAND AVE,60617
+3268,27603,26,NaN,CAR TOWN INC,850 N WESTERN AVE 1ST,60622
+3269,276064,46,775,JIMMY JOHN'S GOURMET SUBS,1148 W WILSON AVE,60640
+3270,276074,22,NaN,LUZ EN TU PELO,4115 W 31ST ST 1,60623
+3271,276086,27,NaN,DART SIGNS INC,1301 W MADISON ST,60607
+3272,276089,30,763,SAMAR DISCOUNT,2990 N MILWAUKEE AVE,60618
+3273,276094,10,724,POOP BUSTERS OF COOK COUNTY,10704 S MACKINAW AVE,60617
+3274,276101,37,775,4801 CHICAGO PRESTIGE FOOD & LIQUOR,4801-4803 W CHICAGO AVE 1,60651
+3275,276107,47,NaN,SALON RED OF CHICAGO,1826 W MONTROSE AVE,60613
+3276,276122,16,624,SUPER CASH 4 GOLD,5257 S ASHLAND AVE,60609
+3277,276201,31,NaN,CONTRERAS PRODUCTIONS,2323 N KOSTNER AVE 1,60639
+3278,276224,25,775,DOUBLE HAPPINESS,2409 S WENTWORTH AVE,60616
+3279,276226,39,NaN,SHIPPING EXPRESS,4558 N ELSTON AVE 1,60630
+3280,276234,13,NaN,AIRA ENTERPRISESINC.,5952 W 65TH ST,60638
+3281,276272,17,NaN,WILLIE LEE MCCLENDON,3443 W 73RD ST,60629
+3282,276314,42,NaN,"L G JEWELERS INC,5 S WABASH AVE",420,60603
+3283,276331,2,NaN,"BREWER CONCRETE CONSTRUCTION,1341 W FULLERTON AVE",357,60614
+3284,276415,13,829,KAROLINKA CLUB,6102 S CENTRAL AVE,60638
+3285,276437,30,732,WINDY CITY JEWELRY & LOAN LTD.,3271 N MILWAUKEE AVE,60618
+3286,276458,27,NaN,DRW SUPERIOR STREET LLC.,832 W SUPERIOR ST,60642
+3287,27647,12,829,CORINA INC,2431 S KEDZIE AVE 1ST,60623
+3288,276473,27,720,INTERFAITH HOUSE,3456 W FRANKLIN BLVD,60624
+3289,276476,38,743,INDIAN BOUNDARY GOLF COURSE,8600 W FOREST PRESERVE AVE,60634
+3290,276501,42,704,"EXECUTIVE SPORTS & FITNESS,77 W WACKER DR",MESS 3,60601
+3291,276502,22,NaN,ECONOMY AUTO SALES,4212 W 26TH ST,60623
+3292,276507,12,775,SUBWAY,4606 A S DAMEN AVE,60609
+3293,276551,48,NaN,PRIME TRAVEL & COMPUTER,6257 N CLARK ST 2 2,60660
+3294,276576,43,NaN,LEAPS OF THOUGHT LLC.,1730 N CLARK ST,60614
+3295,276580,23,624,FYE #356,5151 S PULASKI RD,60632
+3296,276593,42,720,"JUDD GOLDMAN ADAPTIVE SAILLING FOUNDATION,676 N ST CLAIR ST",2150,60611
+3297,276603,44,814,HOME BAKERY & FESTIVALS,3400 N HALSTED ST,60657
+3298,276694,40,NaN,INFINITY REFRIGERATION INC.,2437 W BALMORAL AVE,60625
+3299,276698,21,NaN,KIDS R FIRST DAYCARE,9040 S VINCENNES AVE,60620
+3300,276700,43,NaN,COMPASSIONATE VETERINARY CARE OF CHICAGO,612-620 W WEBSTER AVE,60614
+3301,27671,33,NaN,WOOD WORLD LTD.,2460 W GEORGE ST,60618
+3302,276716,42,775,OLIVE BRANCH,617 N WELLS ST,60610
+3303,276732,42,NaN,"SAPPHIRE TECHNOLOGIES OF DE LLC,70 W MADISON ST",1650,60602
+3304,276740,27,638,VICTOR HOTEL,311 N SANGAMON ST,60607
+3305,27684,1,NaN,HOLLANDER STORAGE,2418 N MILWAUKEE AVE,60647
+3306,276908,47,775,SUBWAY STORE #25458,1818 W MONTROSE AVE,60613
+3307,276948,23,775,CARNICERIA LA HACIENDA INC.,3459 W 59TH ST,60629
+3308,276958,48,NaN,THEATRE CLUB CHICAGO LTD.,5701 N SHERIDAN RD 21H,60660
+3309,276977,28,753 | 673 | 633,WEST SIDE TRASFORMATION CORPORATION,1211 S WESTERN AVE 2 206,60608
+3310,277031,47,NaN,NANCY A. DEAL,4401 N RAVENSWOOD AVE 3RD 304C,60640
+3311,27704,23,NaN,HORIZON SCREEN PRINT INC,4156 W 54TH ST 1ST,60632
+3312,27708,22,NaN,THE STOP,3057 S HOMAN AVE,60623
+3313,277089,11,NaN,ADVANCE MODERN HOME ENTERPRISE INC.,2814 S WENTWORTH AVE,60616
+3314,27709,14,NaN,COMBINED SALES COMPANY,4419 S TRIPP AVE # 1ST,60632
+3315,2771,35,763,"JAMES STANDARD SERVICE,3201 W ADDISON ST",1,60618
+3316,277135,45,NaN,ELLEN A. CRIBBEN,5004 N NATCHEZ AVE,60656
+3317,27715,42,NaN,"JOHN ROBERT WILTGEN DESIGN,70 W HUBBARD ST",205,60610
+3318,277150,40,NaN,"ARY'S MAINTENANCE & DECORATING,1961 W FOSTER AVE",B,60640
+3319,277193,3,NaN,REVIVAL,19 E 21ST ST,60616
+3320,277196,49,NaN,"ALLA,1050 W COLUMBIA AVE",2C,60626
+3321,27724,25,NaN,G & O THERMAL SUPPLY,815 S JEFFERSON ST,60607
+3322,277243,24,NaN,WONDERLAND STUDIO,3411 W 16TH ST,60623
+3323,277252,23,775,SUPERMERCADO TEPECOA GUERRERO,3629 W 63RD ST,60629
+3324,27726,42,1027,5/4/19 KIds & Kites Festival,78 E WASHINGTON ST,60602
+3325,277262,12,NaN,ELECTRONICS & ACCESSORIES,4100 S ASHLAND AVE,60609
+3326,27740,25,NaN,RON'S TEMPORARY HELP SERVICES INC.,2413 S WESTERN AVE,60608
+3327,277443,27,NaN,LANDMARK EDUCATION,820 N ORLEANS ST,60610
+3328,27745,44,NaN,AIKO'S ART MATERIAL IMPORT INC,3347 N CLARK ST 1ST,60657
+3329,277458,29,NaN,IZA'S SALON & SPA INC.,7214 W BELMONT AVE,60634
+3330,2775,33,763,MONTROSE-KEDZIE AMOCO,3201 W MONTROSE AVE 1ST,60618
+3331,277506,31,NaN,SPIN CYCLE #103,2930 N CENTRAL AVE,60634
+3332,277597,42,NaN,"INSTRANET INC,20 N WACKER DR",1425,60601
+3333,277604,8,NaN,NASSI,836 E 87TH ST,60619
+3334,277613,49,NaN,"MARSHALL C STERN,1120 W PRATT BLVD",1-E,60626
+3335,277637,40,704,GALTER LIFE CENTER,5157 N FRANCISCO AVE,60625
+3336,277644,19,NaN,HAIG & ASSOCIATES LTD,11128 S WESTERN AVE,60643
+3337,277675,38,775,BIG-RED'S-YO-JOE'S,6401 W ADDISON ST,60634
+3338,277697,27,NaN,"SUPPLIER SPECIALLLS.COM,314 W INSTITUTE PL",3W,60610
+3339,277699,14,720,ST. CLARE OF MONTEFALCO,5443 S WASHTENAW AVE,60632
+3340,277756,27,NaN,"SITTERCITY INC.,213 W INSTITUTE PL",504,60610
+3341,277758,29,745,ONLY BY FAITH,5700 W CHICAGO AVE 2,60651
+3342,277808,47,NaN,"SCOTT ARTHUR YERKEY DESIGN INC.,4001 N RAVENSWOOD AVE",301,60613
+3343,27784,14,NaN,"AUTOTIME,3430 W 47TH ST",1,60632
+3344,277918,35,NaN,CENTER FOR LABOR AND COMMUNITY RESEARCH,3411 W DIVERSEY AVE,60647
+3345,277933,39,197,PLUS TAX,5081 N ELSTON AVE,60630
+3346,277955,42,775,DUNKIN DONUTS,6 N WABASH AVE,60602
+3347,277976,42,NaN,PITNEY BOWES MANAGEMENT SERVICES INC.,125 S CLARK ST,60603
+3348,277996,44,NaN,"BEANSPROUT,LLC",3732 N SOUTHPORT AVE,60613
+3349,278048,42,775,SINBAD'S INC.,909 A N STATE ST,60610
+3350,278049,25,NaN,DIFFICULT DOGS,2007 S BLUE ISLAND AVE,60608
+3351,278076,32,NaN,GANNARELLI GRAPHICS INC,2542 N SACRAMENTO AVE,60647
+3352,2781,18,NaN,ART'S AUTO REBUILDERS,7400 S WESTERN AVE,60636
+3353,27812,45,NaN,UNIQUE TRAVEL,5479 N MILWAUKEE AVE,60630
+3354,278175,29,NaN,GENERAL LOCK COMPANY,6856 W NORTH AVE,60707
+3355,278210,1,775,CHICKEN RUN INC,2339 N MILWAUKEE AVE,60647
+3356,278216,46,NaN,"ANNOYANCE PRODUCTIONS,4802 N BROADWAY",2,60640
+3357,278277,20,NaN,E-DON ENTERPRISE,6236 S ST LAWRENCE AVE,60637
+3358,278280,43,775,THE GOLDEN CUP RESTAURANT,2349 N CLARK ST,60614
+3359,2783,12,763,GO TANE SERV STA INC,3935 S ARCHER AVE,60632
+3360,27836,1,NaN,"THE LUTHERAN DAY NURSERY,1802 N FAIRFIELD AVE",1,60647
+3361,27837,36,NaN,PEGASUS CHILDREN'S CENTER INC,2820 N NARRAGANSETT AVE 1ST,60634
+3362,278375,11,NaN,SMART KIDS DIGITAL TUTORING CENTER,556 W 31ST ST 1R,60616
+3363,278396,24,NaN,MARY'S USED FURNITURE,509 S CICERO AVE,60644
+3364,27840,4,NaN,REAVIS SCHOOL BASE CLINIC,834 E 50TH ST 1ST,60615
+3365,278403,13,NaN,EDDIE APONTE,6540 S KEATING AVE,60629
+3366,278464,27,713,"SAFELITE FULFILLMENT INC.,1945 W HUBBARD ST",A,60622
+3367,278478,37,775,TONY'S SPICES RESTAURANT,5034 W CHICAGO AVE,60651
+3368,278480,50,NaN,CONCORD TRAVEL NETWORK INC.,3344 W PETERSON AVE,60659
+3369,278487,24,NaN,LA VINATA,3118-3124 W CERMAK RD,60623
+3370,278498,33,666,SHELL GAS & FOOD MART,2816 W IRVING PARK RD,60618
+3371,2785,12,775,OBAN-POPEYE'S II INC,2556 S CALIFORNIA AVE,60608
+3372,278514,23,763,LAWNDALE MOBIL MART,3642 W 59TH ST,60629
+3373,278526,26,775,LAS BONITAS FOOD INC,4100 W NORTH AVE,60639
+3374,278535,18,NaN,LOOP DEVELOPMENT PTR,3135 W 71ST ST,60629
+3375,278542,2,775,NUMBER 1 GRILLS RESTAURANT,1146 N MILWAUKEE AVE,60642
+3376,27857,25,NaN,MARCY - NEWBERRY / ABLA,1312 S RACINE AVE,60608
+3377,27862,7,NaN,ST JUDE EDUCATONAL INSTITUTE,2219 E 79TH ST 1 1,60649
+3378,27866,21,823,"KIDDIE KOTTAGE,1946 W 87TH ST",1ST F,60620
+3379,27868,15,NaN,ROBBINS AUTO SALVAGE INC,5845 S SEELEY AVE 1ST,60636
+3380,278736,33,775,JASMINE FOOD MART INC.,3232 W LAWRENCE AVE,60625
+3381,278748,14,NaN,ANGELICA MARIA LANDA,5253 S MOZART ST,60632
+3382,278756,28,NaN,LYNETTE MARIE RUCKER,3023 W FIFTH AVE,60612
+3383,278789,42,NaN,"TERANZ BOUTIQUE INC.,55 E WASHINGTON ST",1003,60602
+3384,278807,1,NaN,"SUBMARINE SYNDICATE,1507 N HOYNE AVE",1W,60622
+3385,27882,6,NaN,"GREATER INSTITUTIONAL AME CHURCH,7800 S INDIANA AVE",1ST F,60619
+3386,278835,27,775,FISH & CHICKEN SENSATIONS,229 S WESTERN AVE,60612
+3387,278888,50,763,ISSHA GROCERY AND LIQUORS,2901 W DEVON AVE,60659
+3388,27892,20,829,LINDA'S PLACE,1044 W 51ST ST 1ST,60609
+3389,27894,40,NaN,"RUFF N STUFF,5430 N CLARK ST",1,60640
+3390,278975,12,NaN,"ESTES-WEST INC,4100 S ASHLAND AVE",MULTIPLE,60609
+3391,278992,45,666,CICERO & MONTROSE SHELL,4401 N CICERO AVE,60630
+3392,279039,29,NaN,"WILLIE SMITH,5571 W MONROE ST",1-A,60644
+3393,279044,42,630,LUCKY STRIKE LANES,322 E ILLINOIS ST 2ND,60611
+3394,27908,42,NaN,MESIROW FINANCIAL HOLDINGS INC,350 N CLARK ST 1ST,60610
+3395,279092,2,NaN,CORNERSTORE CLEANERS INC,451 W NORTH AVE,60610
+3396,279102,3,NaN,"WGS FINANCIAL CORP,4655 S DR MARTIN LUTHER KING JR DR",202,60653
+3397,279113,28,NaN,S AND A BROTHERS AUTO REPAIR,3823 W LAKE ST,60624
+3398,27912,42,720,"MUSIC OF THE BAROQUE,111 N WABASH AVE",810,60602
+3399,279132,12,NaN,VIVIANA SIERRA,2338 S WHIPPLE ST,60623
+3400,279154,43,717,Phil Stepfani Signature Events,1763 N NORTH PARK AVE,60614
+3401,279208,44,NaN,DPDC INC,3343 N KENMORE AVE 3FF,60657
+3402,279209,42,784,AC MARRIOTT CHICAGO DOWNTOWN,630 N RUSH ST,60611
+3403,279221,43,NaN,"GEM,GALLERIA",2655A N CLARK ST,60614
+3404,27926,33,829,MONTROSE SALOON,2933 W MONTROSE AVE 1 #,60618
+3405,279292,2,601,BERGER DEVELOPMENT LTD.,1361 W FULLERTON AVE,60614
+3406,27933,39,NaN,THE CUP MAN INC,5514 N KEDZIE AVE 1ST,60625
+3407,279359,44,NaN,Dental Health Onsite,528 W BARRY AVE,60657
+3408,27941,45,NaN,"MARK WRONKIEWICZ INC,5635 N MASON AVE",1,60646
+3409,279424,27,NaN,LA SALLE STREET APARTMENTS LLC,1552-1554 N LA SALLE ST,60610
+3410,279451,27,829,THE MOTEL BAR,600 W CHICAGO AVE,60610
+3411,27946,28,NaN,"FASHIONS UNDER $10,2400 W CERMAK RD",1,60608
+3412,279473,42,895,NAIL PERFECTION & FOOT SPA,436 E GRAND AVE,60611
+3413,279477,26,763,GRAND & PULASKI CITGO,1345 N PULASKI RD,60651
+3414,279493,44,NaN,LIGHTCARE,2834 N HALSTED ST,60657
+3415,279507,6,NaN,"KRIS DEVONE DISCOUNT,458 E 79TH ST",S,60619
+3416,279518,46,763,PJ'S PANTRY,3930 N PINE GROVE AVE,60613
+3417,27957,31,763,MOONEY'S INC,3147 N CENTRAL AVE 1ST #,60634
+3418,279578,27,NaN,ALDRIDGE ELECTRIC INC.,255 N CALIFORNIA AVE,60612
+3419,27959,13,NaN,MIDWEST MODEL AIRCRAFT COMPANY,6917 W 59TH ST 1ST,60638
+3420,279608,37,NaN,ANDREAS,4545 W DIVISION ST J-K 13-14,60651
+3421,279637,33,929,GRANITE STYLE DESIGN COMPANY,3111 N ROCKWELL ST,60618
+3422,27967,37,774,BELMONTE LIQUORS,5336 W CHICAGO AVE,60651
+3423,279680,18,NaN,CARDINAL HOME IMPROVEMENT,3627 W 85TH PL,60652
+3424,279694,25,NaN,PACELLA PIGGYBACK INC.,2558 S DAMEN AVE,60608
+3425,279697,7,NaN,NASSI AFRICAN HAIR BRAIDING,2730 E 79TH ST,60649
+3426,279699,25,775,WING CHEONG GROCERY INC,2317 S WENTWORTH AVE,60616
+3427,279744,11,704,SEAN PATRICK'S SALON AND SPA,1304 S HALSTED ST,60607
+3428,279747,32,NaN,"MEGA LUGGAGE,2500 N MILWAUKEE AVE",103/104,60647
+3429,279762,2,NaN,GMAC MORTGAGE CORPORATION,2039 W WABANSIA AVE,60647
+3430,279775,30,829,DUNN-INN,3454-3456 N PULASKI RD 1ST,60641
+3431,279793,22,NaN,RICHARD PAREDES,2612 S MILLARD AVE 1ST,60623
+3432,279838,37,673,ACTION 1 CONSTRUCTION,1835-55 N LECLAIRE AVE 3,60639
+3433,27984,39,NaN,"TOM WEIRICH REMODELING INC,4220 W MONTROSE AVE",1,60641
+3434,279845,12,NaN,PERFUMERIA BETEL,3115 W 26TH ST 1 F4,60623
+3435,279855,38,NaN,SATURN OF CHICAGO,5555 W IRVING PARK RD,60641
+3436,279927,42,NaN,"CHANNING CAPITAL MANAGEMENT,10 S LA SALLE ST",2401,60603
+3437,27995,50,NaN,ILYA 'S IMPORTS INC,3360 W PETERSON AVE 1ST,60659
+3438,279951,42,NaN,PAPYRUS,520 N MICHIGAN AVE 2ND 222,60611
+3439,279968,6,NaN,THE CARPETMAN LLC,7534 S COTTAGE GROVE AVE 1ST,60619
+3440,279975,18,NaN,A-CONSUMERS HEATING & COOLING,8128 S WESTERN AVE,60620
+3441,280027,27,NaN,DESIGN INC.,1139-43 W GRAND AVE,60642
+3442,280053,20,NaN,NADO-WINNER HAIR BRAID,6433 S COTTAGE GROVE AVE,60637
+3443,280068,40,NaN,"KAFKA DESIGN INCORPORATION,5215 N RAVENSWOOD AVE",213,60640
+3444,28008,2,NaN,HENEGHAN WRECKING & EXCAVATING CO.,1321 W CONCORD PL,60622
+3445,2801,8,775,"LEON'S BAR-B-QUE,1640 E 79TH ST",1ST F,60649
+3446,280103,42,720,CHICAGO GATEWAY GREEN COMMITTEE,200 E RANDOLPH ST 22ND 2200,60601
+3447,280112,42,602,"RYERSON PROCUREMENT,CORPORATION",227 W MONROE ST 27,60606
+3448,280113,8,NaN,BIG FURNITURE LIQUIDATORS INC.,8201 S COTTAGE GROVE AVE,60619
+3449,280115,22,NaN,MORTGAGES 123 INC,4130 W 26TH ST,60623
+3450,28014,45,NaN,"TUDRON CONST INC,5525 N NATCHEZ AVE",1,60656
+3451,280151,46,NaN,TRISTAR FOOD MART INC.,4006 N SHERIDAN RD,60613
+3452,280172,29,NaN,CYNTHIA'S CANDY,5908 W ROOSEVELT RD 1ST FLOOR 1,60644
+3453,280183,37,NaN,DISCOTECA NUEVA ERA,1450 N CICERO AVE,60651
+3454,280191,17,763,FUEL STAR,7602 S VINCENNES AVE,60620
+3455,280197,37,775,TRIPLE S FOOD MART INC,3839 W AUGUSTA BLVD,60651
+3456,280245,4,763,PRINTERS ROW WINE SHOP,719 S DEARBORN ST,60605
+3457,280252,9,902 | 901,BLACKWELL,10842 S MICHIGAN AVE 1ST 3,60628
+3458,280329,20,624,DINA'S TV REPAIR AND SALES,4830 S ASHLAND AVE,60609
+3459,280331,23,NaN,"VIDEOS LOPEZ,5220 S PULASKI RD",170,60632
+3460,280333,3,NaN,1600 LAKESIDE LLC,1600 S INDIANA AVE,60616
+3461,280339,43,638,BASIL LEAF CAFE/SAGE,2461-2467 N CLARK ST 1ST,60614
+3462,280355,23,NaN,LOLI'S HAIR STUDIO INC.,3641 W 55TH ST,60632
+3463,280391,40,NaN,BELLA BELLISSIMA,5640 N CLARK ST,60660
+3464,280434,42,720,FABRETTO CHILDREN'S FOUNDATION INC.,711 W MONROE ST,60661
+3465,280444,14,NaN,"KYLIN TRADING,4222 S PULASKI RD",#A,60632
+3466,280454,27,NaN,NIB FOUNDATION,1140 W ERIE ST,60642
+3467,280499,42,NaN,"AECOM Services Inc,303 E WACKER DR",900,60601
+3468,280502,30,NaN,AUTOZONE # 2670,3035 N PULASKI RD,60641
+3469,280508,42,NaN,"MERRITT CREDIT BUREAU,549 W RANDOLPH ST",405,60661
+3470,280542,46,NaN,GENESIS JEWELRY,1114 W WILSON AVE,60640
+3471,280556,48,775,SKM GROCERY,1455 W DEVON AVE,60660
+3472,280577,40,NaN,INTEGRATED FITNESS,5962 N LINCOLN AVE,60659
+3473,280618,4,619 | 898 | 602,LUMITY,55 W VAN BUREN ST 4 420,60605
+3474,280621,12,775,SUPERMERCADO MI LUPITA,2701 W 23RD ST,60608
+3475,28064,8,NaN,"BANKS T V,8521 S STONY ISLAND AVE",1,60617
+3476,280673,18,775,ALA FOOD & GENERAL MERCHANDISE INC,2635 W 79TH ST,60652
+3477,280690,31,NaN,J G SERVICE INC.,2920 N CICERO AVE,60641
+3478,280709,15,NaN,SBJ OIL INC.,5230 S WESTERN AVE,60609
+3479,280736,44,775,THE CORNER STORE,1056 W BELMONT AVE,60657
+3480,2808,36,NaN,ZENITH FABRICATING,1928 N LEAMINGTON AVE,60639
+3481,28082,41,NaN,T M CORPORATION,5825 N NORTHWEST HWY 1ST,60631
+3482,280824,45,829,"REX TAVERN,4933 N MILWAUKEE AVE",1ST,60630
+3483,280843,22,763,"RED,DOLLAR PLUS INC",2756 S PULASKI RD,60623
+3484,280853,49,775,BAR-B-QUE BOB'S,2055 W HOWARD ST,60645
+3485,280867,23,775,THE SHRIMP SHACK,6601 W ARCHER AVE 1ST,60638
+3486,280873,37,NaN,A & J FOOD MART,5367 W NORTH AVE,60639
+3487,28089,33,NaN,HECTOR BARBER SHOP,3006 W BELMONT AVE,60618
+3488,280983,24,724,LIMPIO CLEAN AND MORE,3012 W 21ST PL,60623
+3489,281004,13,NaN,MILLIE'S HAIR STUDIO,4022 W 59TH ST,60629
+3490,281011,2,823,"MY CORNER PLAYROOM,INC",2121 N CLYBOURN AVE,60614
+3491,281084,42,NaN,"BLESSING/WHITE INC.,440 N WELLS ST",740,60610
+3492,281098,12,NaN,R & T GAS & FOOD INC,3541 S CALIFORNIA AVE,60632
+3493,281156,37,767,Anna's Linens Inc.,4855 W NORTH AVE,60639
+3494,281279,30,NaN,"CHICAGO CONCRETE SOLUTIONS INC.,3210 N KILBOURN AVE",3,60641
+3495,281290,40,NaN,"THERESA,M,SOLANO",5649 N RICHMOND ST,60659
+3496,281302,27,NaN,GLAMOUR MODEL TALENT IL INC.,820 N ORLEANS ST 2ND 218,60610
+3497,281329,26,775,ZORIANA CANDY STORE INC.,912 N WESTERN AVE 1,60622
+3498,28134,1,NaN,READER AND ADVISER,2540 W FULLERTON AVE,60647
+3499,281343,41,673,JBM MECHANICAL INC.,5647 N NEVA AVE,60631
+3500,281382,14,763,4319 CITGO INC.,4319 W 47TH ST,60632
+3501,281430,42,NaN,CIBER Inc.,191 N WACKER DR 16TH 1675,60606
+3502,281453,40,NaN,EASY STREET,5206 N DAMEN AVE,60625
+3503,28146,40,NaN,HYDRAULIC BRAKE & CLUTCH EXCH,6415 N BOSWORTH AVE 1ST,60626
+3504,281470,42,NaN,A-LIBERTY BOARD UP AND EMERGENCY SERVICES INC,233 E ERIE ST,60611
+3505,281483,29,NaN,B & B FORMICA AND GRANITE INC.,5617 W GRAND AVE,60639
+3506,2815,25,775,GREYHOUND LINES INC,630 W HARRISON ST 1ST,60607
+3507,281512,30,929,COMPUTER DIGITAL IMAGING CORP.,3440 N KNOX AVE 1 1,60641
+3508,281537,18,775,MARQUETE MOBILE INC,7200 S WESTERN AVE,60636
+3509,281539,27,NaN,MASTHEAD INTERNATIONAL INC,763-777 W CHICAGO AVE,60654
+3510,281541,25,NaN,"LACAVA INDUSTRIES LLC,2243 S THROOP ST",B2,60608
+3511,281546,42,601,"SENIOR SUITES CHICAGO CORPORATION,111 E WACKER DR",2200,60601
+3512,2816,14,NaN,ROYAL CROWN BOTL CO,2801 W 47TH ST,60632
+3513,281626,20,763,FRESHWAY FOODS INC.,600 E 67TH ST 1,60637
+3514,281629,42,925,BYE BYE CHICAGO,320 N MICHIGAN AVE 1,60601
+3515,281634,23,NaN,LEAH M. SIWINSKI,5743 S MASON AVE,60638
+3516,28164,1,763,HITO'S FOOD & LIQUORS INC,1560 N MILWAUKEE AVE,60622
+3517,281644,50,692,E-Z LAUNDRY,7558 N WESTERN AVE,60645
+3518,28168,42,NaN,COMMA MUSIC/PARTICLE/ONDA,320 W OHIO ST 4TH 400-440,60610
+3519,281716,37,NaN,MONTERROSA MUFFLER & TIRE SHOP,5001 W NORTH AVE,60639
+3520,281768,16,774,PETERSON'S LIQUORS,2326 W 59TH ST 1,60636
+3521,281776,11,775,LALO'S MEXICAN RESTAURANT,733 W MAXWELL ST,60607
+3522,28178,25,NaN,SCALISE CONSTRUCTION,2380 S HALSTED ST,60608
+3523,2818,11,816,EARL AD INC,2201 S UNION AVE,60616
+3524,281835,40,816,WEBER FURNITURE SERVICE,5915 N RAVENSWOOD AVE,60660
+3525,281838,16,NaN,MOBIL FUEL & MINI MART,5901 S MORGAN ST,60621
+3526,281846,49,NaN,J.C. MECHANICAL,6430 N WAYNE AVE,60626
+3527,281849,13,712,LARA'S AUTO SERVICES INC.,5335 W 63RD ST 1ST,60638
+3528,28187,42,NaN,THE GOLDEN TRIANGLE,72 W HUBBARD ST,60610
+3529,281901,30,NaN,"AKUNA MIDWEST USA,6154 W BELMONT AVE",B,60634
+3530,281926,4,775,"ROBERT MORRIS COLLEGE,401 S STATE ST",700,60605
+3531,281940,2,NaN,"SHOREHAM DEVELOPMENT GROUP LLC,1 W SUPERIOR ST",200,60610
+3532,281942,48,NaN,WIRELESS TOYZ 121,5556 N BROADWAY,60640
+3533,281952,17,814,Stella's Market & Catering,7900 S RACINE AVE,60620
+3534,282048,41,NaN,"VITAL MEASUREMENTS INC.,6323 N AVONDALE AVE",250,60631
+3535,28205,23,NaN,WALTER AUTO REPAIR,3301 W 59TH ST 1ST,60629
+3536,282078,36,775,AL BAYAN GROCERY INC.,3134 N NARRAGANSETT AVE,60634
+3537,28209,31,929,INTEGRITY AUTO MACHINE,2858 N CICERO AVE 1ST,60641
+3538,282092,43,NaN,2001 WARNER LLC,1940 N CLARK ST,60614
+3539,282097,43,NaN,3701 BOSWORTH LLC,1940 N CLARK ST,60614
+3540,282133,4,NaN,D LONG ART GALLERY,1011 E 43RD ST,60653
+3541,282143,14,NaN,"GIFTS,IN A BOX",5231 S MASON AVE,60638
+3542,28217,44,NaN,SANDLOT,3477 N CLARK ST 1ST,60657
+3543,282175,48,NaN,"TOTAL QUALITY COMMUNICATIONS INC.,5539 N BROADWAY",1ST,60640
+3544,282179,42,638,MAMA'S BOY,445 N DEARBORN ST,60610
+3545,28220,30,829,WHACKY SHACK,5357 W BELMONT AVE 1ST,60641
+3546,282211,41,NaN,"SHERIDAN PLACE IN UPTOWN,5440 N CUMBERLAND AVE",301,60656
+3547,28222,34,713 | 779,"PEE WEES TIRE REPAIR,1448 W 115TH ST",1,60643
+3548,28224,14,NaN,ACORN ROOFING SUPPLY COMPANY,2655 W 48TH ST,60632
+3549,28249,44,NaN,BEL-PORT FOOD & LIQUOR INC,1362 W BELMONT AVE 1ST,60657
+3550,2825,11,NaN,COLUMBIA PIPE & SUPPLY CO,1120 W PERSHING RD,60609
+3551,28250,38,NaN,PRINT RITE INC,7748 W ADDISON ST 1ST,60634
+3552,28254,35,NaN,MONTROSE GLASS & MIRROR CO.,3916 W MONTROSE AVE 1,60618
+3553,28257,38,NaN,"DEVILLE TIRE INC,3636 N HARLEM AVE",1ST,60634
+3554,282630,49,NaN,BRAD E.STANLEY,1721 W WALLEN AVE,60626
+3555,282637,35,NaN,PALMER SAWYER,2611 N SAWYER AVE,60647
+3556,28264,42,NaN,"MARVIN GROSSMAN CO,600 W VAN BUREN ST",210,60607
+3557,282651,42,775,CITIZEN,364 W ERIE ST 1,60610
+3558,28266,39,NaN,"GARRITY PLUMBINGINC.,6217 N MOODY AVE",1,60646
+3559,282712,20,763,MIAMI FOOD,5000 S ASHLAND AVE,60609
+3560,282746,39,763,PAN PETROL INC,4102 W PETERSON AVE,60646
+3561,282749,41,NaN,"COMCAST SPOTLIGHT INC,8745 W HIGGINS RD",400,60631
+3562,282755,47,775,IMAGES,3908-3910 N LINCOLN AVE,60613
+3563,28276,37,829,SHORTY'S CITY LOUNGE,4735 W NORTH AVE 1ST,60639
+3564,28277,2,NaN,H HORWITZ CO,845 N MICHIGAN AVE,60611
+3565,282773,3,NaN,CROWN FUNDING GROUP,3129 S MICHIGAN AVE,60616
+3566,282794,1,894 | 144,"NEW STYLE BEAUTY SALON,837 N WESTERN AVE",C1-2,60622
+3567,282831,29,700,Fence Doctors Inc,5700 W BLOOMINGDALE AVE 1ST FLOOR REAR EAST,60639
+3568,282836,32,775,VOLO RESTAURANT,2008 W ROSCOE ST 1,60618
+3569,282873,27,NaN,RIVER PARK NORTH,853 N ELSTON AVE,60642
+3570,282877,29,NaN,LE POOCH SALON,6916 W NORTH AVE,60707
+3571,28293,21,NaN,"RELIABLE GALVANIZING CO,819 W 88TH ST",1,60620
+3572,282949,40,NaN,AXIOMA TRAVEL COMPANY,1906 W FOSTER AVE,60640
+3573,28297,14,829,"JULIE'S PLACE,5237 S CICERO AVE",1,60632
+3574,282979,11,NaN,LAI LAZ CLEANING SERVICE,235 W 26TH ST 2ND FL.,60616
+3575,283043,41,638,RENAISSANCE CHICAGO O'HARE HOTEL AS OF 7/25/20...,8500 W BRYN MAWR AVE,60631
+3576,283061,18,775,KRISPY'S SEAFOOD & CHICKEN,7828 S WESTERN AVE,60620
+3577,283062,6,775,BURGER KING #181,28 E 87TH ST,60619
+3578,283063,6,666,83RD & STATE SHELL,8259 S STATE ST,60619
+3579,283072,6,NaN,HOGAN A. WILLIAMS,6925 S PERRY AVE,60621
+3580,283099,42,NaN,THE EDGE LOFTS & TOWER,210 S DESPLAINES ST,60661
+3581,2831,39,NaN,AUTOMATIC SPRING COILING CO,4045 W THORNDALE AVE,60646
+3582,283127,41,775,BK CONVENIENT,5441 N EAST RIVER RD,60656
+3583,283131,38,NaN,BAYAN INC,4431 N MOBILE AVE 2ND,60630
+3584,28315,42,NaN,SYNECTICS INC.,135 S LA SALLE ST 20TH 2050,60603
+3585,283167,32,NaN,"LOLA BLACK LLC.,2211 N ELSTON AVE",306,60614
+3586,283169,28,911,TOPS & BOTTOMS INC,3960 W MADISON ST,60624
+3587,28318,22,NaN,ESCAPE TRAVEL,3757 W 26TH ST,60623
+3588,28322,37,NaN,"DANIE & SON HVAC,1622 N LECLAIRE AVE",1,60639
+3589,283225,42,NaN,"71 S. WACKER MANAGEMENT L.L.C.,71 S WACKER DR",24,60606
+3590,283227,43,745,MITAZI ONE,2433 N CLARK ST 1,60614
+3591,283250,17,775,SHIHABABDULHAFEZ,2333 W MARQUETTE RD,60636
+3592,283276,3,829,RENAISSANCE BRONZEVILLE,4641 S DR MARTIN LUTHER KING JR DR 1,60653
+3593,28329,32,NaN,"CERWE CORPORATION,2249 W BELMONT AVE",1ST,60618
+3594,283310,12,717,PLAZA GARIBALDI 5/31/10,2800 S ROCKWELL ST,60608
+3595,283332,15,NaN,"CHISCO FOOD MART,4448 S WESTERN AVE",FRONT,60609
+3596,28338,40,NaN,AMBASSADOR PAINTS,5756-5758 N LINCOLN AVE,60659
+3597,283417,42,NaN,4450 S. DREXEL INC.,209 W OHIO ST,60610
+3598,28346,42,772 | 652,Compucity Inc,79 W MONROE ST 11 1100,60603
+3599,283465,42,775,FOODSTUFFS GOURMET SAUSAGES & SALADS,222 W MERCHANDISE MART PLZ 2ND,60654
+3600,283483,9,775,HUT FISH & CHICKEN & MORE INC.,200-210 W 103RD ST,60628
+3601,283513,28,850,"DIRECT EXPRESS TOURS INC.,1926 W HARRISON ST",613,60612
+3602,283518,6,NaN,FARAFINA DONKO,706 E 83RD ST,60619
+3603,283557,6,829,RED PEPPER'S LOUNGE,426 E 87TH ST 1,60619
+3604,283560,13,NaN,SWEET IDEAS BY ESTELLE,5608 W 63RD ST,60638
+3605,283589,43,NaN,1135 WEST ARMITAGE LLC,1133 W ARMITAGE AVE,60614
+3606,283626,50,775,EL PUEBLO #1,2212 W DEVON AVE,60659
+3607,283671,42,775,TRUMP INTERNATIONAL HOTEL,401 N WABASH AVE 1-89,60611
+3608,28368,17,775,RAINBOW CARRYOUT,7100 S ASHLAND AVE 1ST,60636
+3609,283689,42,763,7- ELEVEN,125 S CLARK ST,60603
+3610,283728,42,NaN,INTERNATIONAL NEWS AD SALES,435 N MICHIGAN AVE,60611
+3611,283754,43,NaN,APARTMENT GUYS,2260 N CLARK ST,60614
+3612,283875,28,NaN,VICKY HAIR BRAIDING,353 S CICERO AVE,60644
+3613,283879,46,775,FAT CAT,4840 N BROADWAY,60640
+3614,28392,27,NaN,LOGAN ELECTRIC SPEC. MFG. CO.,1431 W HUBBARD ST 1ST,60642
+3615,283976,7,NaN,WILLIAMS PUBLISHING HOUSE,8312 S CLYDE AVE,60617
+3616,284012,34,NaN,CLEANTOWN CLEANERS,11138 S HALSTED ST,60628
+3617,284029,28,NaN,SPIN CYCLE,4258 W MADISON ST,60624
+3618,284032,37,NaN,VERA AUTOMOTIVE,1334 N KOSTNER AVE 1ST,60651
+3619,284033,20,NaN,SPIN CYCLE,4845 S ASHLAND AVE,60609
+3620,284056,50,NaN,DIPTIS SALON INC,2714 W TOUHY AVE,60645
+3621,284063,41,NaN,DOMAIN CORPORATION,6238 N NORTHWEST HWY 1ST,60631
+3622,284117,28,NaN,CHICAGO STYLE,3949 W MADISON ST,60624
+3623,284129,29,NaN,REFURBISHED OFFICE ENVIRONMENTS,905 S MENARD AVE,60644
+3624,284141,21,NaN,83rd HALSTED SELF STORAGE,8316 S BIRKHOFF AVE,60620
+3625,28418,42,NaN,CHICAGO_RECORDING COMPANY,232 E OHIO ST 1ST,60611
+3626,28419,32,NaN,SIDE-ALL AMERICA INC.,2357 N DAMEN AVE,60647
+3627,284194,6,NaN,LOVE N LEARN ACADEMY INC,723-725 E 75TH ST,60619
+3628,284236,42,NaN,MOBIUM CREATIVE GROUP,444 N MICHIGAN AVE 27,60611
+3629,284237,23,NaN,LUJO'S CORP,3538 W 59TH PL,60629
+3630,284263,3,NaN,"WHITE CAP NURSING INC.,2600 S MICHIGAN AVE",216,60616
+3631,2843,45,NaN,POLLARD BROS MFG CO INC,5504 N NORTHWEST HWY,60630
+3632,284314,22,763,OGDEN AMSTAR,3939 W OGDEN AVE,60623
+3633,28434,7,NaN,JEFFERY ACE HARDWARE,2101 E 95TH ST 1ST,60617
+3634,284395,6,775,EASTSIDE SHARKS INC.,100 E 79TH ST,60619
+3635,284430,30,NaN,ZACATECAS WESTERN WEAR,5718 W DIVERSEY AVE,60639
+3636,284468,46,639,CORINTHIAN YACHT CLUB,601 W MONTROSE DR 1,60613
+3637,284473,25,NaN,"ABBOTT-INTERFAST INCORPORATION,412 S WELLS ST",501,60607
+3638,284477,2,NaN,"ANNA'S EUROPEAN MIRACLE,SPA LTD",2136 W CHICAGO AVE 1ST,60622
+3639,284555,45,NaN,Limestone Inc,5596 N NORTHWEST HWY,60630
+3640,28456,16,NaN,"TWO SISTERS BEAUTY SHOP,5653 S ASHLAND AVE",1ST,60636
+3641,284574,9,NaN,DOLLAR DEPOT OF CHICAGO,343 E 103RD ST,60628
+3642,28459,27,NaN,FRANK KREUTZER & CO,2646 W MADISON ST 1ST,60612
+3643,2846,29,929,AMERICAN GRINDING AND MACHINE COMPANY,2017 N MANGO AVE,60639
+3644,284618,32,NaN,WEBSTER STREET PICTURE FRAME COMPANY,2115 W WEBSTER AVE,60647
+3645,28462,5,NaN,"IVY LEAGUE TUTORING,7134 S JEFFERY BLVD",STORE,60649
+3646,284626,49,NaN,MAQUAN ROYAL FABRICS,1408 W DEVON AVE,60660
+3647,284627,42,775,Embassy Suites Hotel,511 N COLUMBUS DR,60611
+3648,284652,42,NaN,"AEQUUS WEALTH MANAGEMENT RESOURCES LLC,303 W ERIE ST",311,60610
+3649,284672,41,673,TOBIE BUILDERS & CONTRACTOR,7746 W CATALPA AVE,60656
+3650,284679,27,NaN,"JBEES,800 N KEDZIE AVE",212,60651
+3651,284697,9,NaN,N F DOLLAR STORE INC.,305 E 115TH ST,60628
+3652,284708,5,775,KIKUYA RESTAURANT,1601 E 55TH ST,60615
+3653,28472,33,763,"CHRISTINA'S PLACE,3759 N KEDZIE AVE",1,60618
+3654,284721,40,775,MARTY'S,1511 W BALMORAL AVE,60640
+3655,284741,42,NaN,TOTALLY TEES INC.,200 S WACKER DR 31ST 3100,60606
+3656,28475,32,829,DANNY'S TAVERN,1951 W DICKENS AVE,60614
+3657,28482,36,NaN,"ADDISON-CENTRAL PHARMACY,5600 W ADDISON ST",1,60634
+3658,285,27,814,PARTHENON RESTAURANT,250 S HALSTED ST,60661
+3659,28506,27,NaN,ORCA AART GALLERY,812 N FRANKLIN ST 1ST,60610
+3660,28520,42,NaN,"M MARTIN/CO WHOLESALE JEWELERS,5 S WABASH AVE",2104A,60603
+3661,285209,9,NaN,SUPER NAILS,11213 S MICHIGAN AVE,60628
+3662,285217,43,775,CAFE UNO PIZZERIA,2271 N LINCOLN AVE,60614
+3663,285242,42,NaN,LOTTON ART GLASS,900 N MICHIGAN AVE 6,60611
+3664,285246,2,708,Entonce,875 N MICHIGAN AVE 31 3100,60611
+3665,285256,40,775,FRIEDMAN PLACE,5527 N MAPLEWOOD AVE,60625
+3666,285262,22,638,EL ENCANTO MICHOACANO,4228 W 26TH ST,60623
+3667,285274,34,763,AB STATE PETROLEUM INC.,11100 S STATE ST,60628
+3668,28528,34,NaN,K A PRIDJIAN & CO,11600 S HALSTED ST 1ST,60628
+3669,2853,14,NaN,JAY-KAY AUTO BODY INC,4915 S PULASKI RD,60632
+3670,285309,41,894,TRICOCI UNIVERSITY OF BEAUTY CULTURE LLC,5321 N HARLEM AVE,60656
+3671,28532,41,NaN,CONSOLIDATED PRINTING CO INC.,5942 N NORTHWEST HWY,60631
+3672,285352,45,NaN,GET A GRIP CYCLES,4359 W IRVING PARK RD,60641
+3673,285354,35,NaN,LATIN SERVICE,2653 N MILWAUKEE AVE,60647
+3674,285423,44,774,EATZI'S EASYGOING GOURMET,2828 N CLARK ST,60657
+3675,285436,13,775,LAS PICOSAS CO,6446 S PULASKI RD,60629
+3676,285456,11,666,J.J. PEPPERS,659 W 31ST ST,60616
+3677,285543,1,NaN,H & E ROOFING & WATERPROOFING INC.,1848 N HUMBOLDT BLVD,60647
+3678,285544,12,NaN,"VILLEGAS FURNITURE II,4100 S ASHLAND AVE",1483,60609
+3679,285556,23,NaN,"CHICAGO'S NATURAL CHOICE INC.,5220 S PULASKI RD",C203,60632
+3680,285580,42,NaN,DENCO,560 W WASHINGTON BLVD 3RD 310,60661
+3681,285593,39,724,Tae Moon,5753 N BERNARD ST BASEMENT,60659
+3682,285594,6,NaN,HOUSE OF CULTURE,326 E 75TH ST,60619
+3683,28560,8,NaN,"ACE BAIT SHOP,8116 S STONY ISLAND AVE",1,60617
+3684,285619,13,775,QUICK BITE HAMBURGER,6456 W 63RD ST,60638
+3685,285623,21,775,TONYS STEAK WINGS & LEMONADE,1400 W 95TH ST,60643
+3686,285642,42,NaN,"VG ENTERPRISE,123 W MADISON ST",606,60602
+3687,28568,12,829,MARIO & SANDRA'S BAR & GRILL,3620 S CALIFORNIA AVE 1ST,60632
+3688,28569,18,829,THE OLD LAMPLIGHTER,8214 S KEDZIE AVE 1ST,60652
+3689,285739,42,NaN,THE BUILDING GROUP,550 N KINGSBURY ST,60610
+3690,285755,42,NaN,JEFFERSON CLEANERS,125 S JEFFERSON ST,60661
+3691,285771,3,720,DE LA SALLE ALUMNI ASSOC.,3455 S WABASH AVE,60616
+3692,285789,42,638,20 EAST,10-20 E DELAWARE PL,60611
+3693,285807,42,638,HOTEL MONACO,225 N WABASH AVE,60601
+3694,285820,29,NaN,HARLEM FURNITURE LLC,2525 N HARLEM AVE,60707
+3695,28585,8,NaN,"C & W BOOKS INC,10001 S WOODLAWN AVE",LOWER,60628
+3696,285868,42,775,The Fairmont Chicago,200 N COLUMBUS DR,60601
+3697,285903,29,NaN,AUTO METRO DRIVING SCHOOL,7464 W BELMONT AVE,60634
+3698,285967,1,NaN,"A LITTLE SASS LLC,1647 W ERIE ST",2,60622
+3699,28602,21,NaN,"87TH & BISHOP CURRENCY EXCHG,1435 W 87TH ST",1,60620
+3700,286021,6,NaN,DUANE H. LEWIS,7232 S UNION AVE,60621
+3701,286070,19,NaN,SIMPLY WIRELESS,3201 W 111TH ST,60655
+3702,28608,10,NaN,"CREST METAL CRAFT INC,2900 E 95TH ST",1,60617
+3703,286081,42,775,OYSY,50 E GRAND AVE,60611
+3704,28611,42,NaN,LEE-KAYE & CO INC,5 S WABASH AVE 9TH 904,60603
+3705,286121,42,NaN,"233 BROADCAST LLC,233 S WACKER DR",3530,60606
+3706,286163,11,NaN,HERITAGE GROUP INC.,3212 S THROOP ST 1,60608
+3707,2862,42,NaN,PRESIDENTIAL MARKET INC,555 W MADISON ST,60661
+3708,286210,18,NaN,LITTLE BROWN BEAR,8046 S WESTERN AVE,60620
+3709,286211,29,904,Y & J BEAUTY SUPPLY,5600-5602 W CHICAGO AVE,60651
+3710,286262,42,NaN,BLOMMER MACHINERY CO,600 W KINZIE ST,60654
+3711,286323,42,NaN,DOWNTOWN CHILDRENS LEARNING PLACE,400 N MCCLURG CT,60611
+3712,286327,2,775,BIG BOWL,6 E CEDAR ST,60611
+3713,286340,41,NaN,"SECURAMERICA,5517 N CUMBERLAND AVE",909,60656
+3714,28639,21,NaN,"CLEVELAND & SON,9609 S NORMAL AVE",1,60628
+3715,286409,6,NaN,INSTANT TAX SERVICE,754 E 79TH ST 1,60619
+3716,286431,44,NaN,"ELLIOTT,CONSIGNMENT BROADWAY INC",3015 N BROADWAY,60657
+3717,286466,49,763,EASTVIEW INC,1501 W JARVIS AVE,60626
+3718,286468,33,638,KUMA'S CORNER,2900 W BELMONT AVE,60618
+3719,28653,42,NaN,"STANARD & ASSOCIATES INC.,309 W WASHINGTON ST",1000,60606
+3720,286569,50,NaN,A DIVINE OCCASION,6523 N CAMPBELL AVE,60645
+3721,28661,47,775,RECLAIMED BAR AND RESTAURANT,3655 N WESTERN AVE 1 1ST,60618
+3722,286615,33,NaN,GIBYS CORPORATION,3140 W MONTROSE AVE 1,60618
+3723,28664,45,829,"Three Counties,5856 N MILWAUKEE AVE",1,60646
+3724,286641,10,NaN,CROWLEY'S YACHT YARD,3421 E 95TH ST 1ST,60617
+3725,286642,25,NaN,NICE & BEAUTY,2206 S OAKLEY AVE,60608
+3726,286735,25,NaN,OAKLEY CLEANERS,2403 S OAKLEY AVE,60608
+3727,28677,42,NaN,"PISCES JEWELRY REPAIR INC,5 S WABASH AVE",1107,60603
+3728,286776,14,NaN,ZAVALA,5041 S TALMAN AVE,60632
+3729,286793,45,NaN,SATCOM,5354 N MILWAUKEE AVE,60630
+3730,286848,27,NaN,"SIREN VINTAGE,1916 W HUBBARD ST",#1,60622
+3731,28685,42,NaN,LEVY CORP,29 E MADISON ST 7 700,60602
+3732,28686,11,NaN,VALENZA & VAZZANA CONST,3832-40 S WALLACE ST,60609
+3733,286895,42,NaN,"THE CLAY POT,111 E WACKER DR",C14,60601
+3734,286898,30,774,JOE'S FOOD AND LIQUOR DEPOT,5834-5838 W FULLERTON AVE,60639
+3735,28693,30,821,KIDWATCH PLUS,3330 N LOCKWOOD AVE 1ST,60641
+3736,286957,10,NaN,J & J TIRE REPAIR,8479 S COMMERCIAL AVE,60617
+3737,286964,16,NaN,BEAUTIFUL IMAGEZ,2735 W 59TH ST,60629
+3738,286966,42,NaN,"DIAMONDZONE,5 S WABASH AVE",1204,60603
+3739,286974,49,724,CHICAGO COMPUTER AND LAPTOP REPAIR,1722 W GREENLEAF AVE 1,60626
+3740,286996,42,NaN,"CLASSIFIED INC,500 N MICHIGAN AVE",610,60611
+3741,286997,42,NaN,"LAMAR ADV OF NW INDIANA,500 N MICHIGAN AVE",2200,60611
+3742,287,44,775,EL NUEVO MEXICANO,2914 N CLARK ST 1ST,60657
+3743,2870,3,NaN,RICO INDUSTRIES INC,1712 S MICHIGAN AVE,60616
+3744,287006,38,NaN,S D HOME IMPROVEMENT INC,5517 W MONTROSE AVE,60641
+3745,287020,25,775,LA SORPRESA GROCERY STORE INC,1700 S LOOMIS ST,60608
+3746,287024,11,NaN,GENERAL CONSTRUCTION OUTLET,2981 S ARCHER AVE 1ST,60608
+3747,287039,14,NaN,PROFESSIONAL NEUROLOGICAL SERVICES LTD,5241 S CICERO AVE,60632
+3748,287077,27,775,Kitchen Chicago LLC,324 N LEAVITT ST 2,60612
+3749,287078,8,NaN,DOLLAR PLUS & FOODS INC.,8643-8645 S COTTAGE GROVE AVE,60619
+3750,287088,49,NaN,"AUGUST TYE,PAULEY",6928 N GLENWOOD AVE,60626
+3751,287089,16,NaN,AMAL FOOD MART INC.,2821 W 59TH ST,60629
+3752,2871,13,711 | 818,KERRY'S AUTO BODY INC,5435 W 63RD ST 1,60638
+3753,28714,42,NaN,"NATIONAL QUALITATIVE CENTERS INC.,625 N MICHIGAN AVE",1402,60611
+3754,287160,42,NaN,ATLAS WINDOW COMPANY L.L.C.,12 E WALTON ST 3RD,60611
+3755,28717,11,673,CHI TUNG INC.,3601 S HALSTED ST,60609
+3756,287187,3,638,LA CANTINA GRILL,1911 S MICHIGAN AVE,60616
+3757,287193,2,NaN,4418-24 NORTH CLARK STREET LLC,1361 W FULLERTON AVE,60614
+3758,287209,40,NaN,"ETERNAL YOUTH,2945 W PETERSON AVE",100,60659
+3759,28724,40,NaN,"ADVANCE BUILDERS CO,5875 N LINCOLN AVE",200,60659
+3760,28730,25,763,GUERRERO'S LOUNGE,1100 W 18TH ST 1ST,60608
+3761,287309,37,820,CHILD DEVELOPMENT & HIGH QUALITY CARE,3906 W CHICAGO AVE,60651
+3762,28734,42,NaN,"KHL IMPORTS LTD,159 W KINZIE ST",1,60610
+3763,28738,27,NaN,IMPRINTED IMPRESSIONS INC,1520 W FULTON ST BSMT,60607
+3764,287413,39,NaN,"CHICAGO HYPNOSIS CENTER,4801 W PETERSON AVE",601,60646
+3765,287441,27,NaN,"CHIA'SSO,1440 N DAYTON ST",203,60622
+3766,287445,47,735,NOODLES & COMPANY,3336 N WESTERN AVE 1ST A,60618
+3767,28746,42,NaN,"A B C DIAMONDS,29 E MADISON ST",1818,60602
+3768,287461,42,NaN,"MICHAEL DAVID ASSOCIATES INC.,333 N MICHIGAN AVE",1225,60601
+3769,287477,42,NaN,"AMERICAN ARBITRATION ASSOCIATION,225 N MICHIGAN AVE",1840,60601
+3770,28748,42,NaN,"ROSS BARNEY & JANKOWSKI INC,30 W MONROE ST",1600,60603
+3771,287508,5,775,CHANT,1509 E 53RD ST,60615
+3772,28752,17,NaN,J & G AUTO SALES INC.,7003 S BELL AVE,60636
+3773,287521,30,NaN,M & R Mortgage Solutions Inc.,3700 N CICERO AVE,60641
+3774,287536,37,775,H TOWN FOOD MART INC.,3839 W AUGUSTA BLVD,60651
+3775,287570,42,NaN,"GERMAN AMERICAN BUSINESS TRANSLATION,333 N MICHIGAN AVE",405,60601
+3776,287596,13,775,MR. SUBMARINE,6421 W ARCHER AVE,60638
+3777,287649,45,NaN,Z PRINT INC.,5257 N CENTRAL AVE,60630
+3778,287650,27,775,ALL SEASONS GOURMET INC.,1135 W GRAND AVE 1,60642
+3779,287675,11,NaN,ACTION PLUMBING AND SEWERS,725 W 47TH ST,60609
+3780,28768,23,829,TED'S FIREWATER SALOON INC,5834 S KEDZIE AVE 1ST,60629
+3781,287702,28,NaN,"GUIJOSA FLOWERS,2551 W CERMAK RD",706,60608
+3782,28772,48,NaN,"VALERIE STUDIO HAIR DESIGN,5202 N BROADWAY",1ST,60640
+3783,287775,42,NaN,"M J W JEWELRY,INC.,5 S WABASH AVE",1220,60603
+3784,287791,13,NaN,"T,F &,SONS",5529 S MCVICKER AVE,60638
+3785,287796,43,775,MONAMI MOBIL #2 INC.,2670 N LINCOLN AVE,60614
+3786,287806,30,NaN,LL TRAVEL SERVICE,2970 N MILWAUKEE AVE 1ST,60618
+3787,28790,38,NaN,R & R CONSTRUCTION AND REMODEL,5225 W WINDSOR AVE 1ST,60630
+3788,287948,42,638,"THE GENTS PLACE,175 W JACKSON BLVD",316,60604
+3789,287994,26,NaN,OSO TIRE REPAIR,3834 W GRAND AVE,60651
+3790,288,39,763,MARIE'S LIQUORS INC.,4127-4129 W LAWRENCE AVE 1,60630
+3791,288015,43,NaN,"WAYNE OHRMUND,1400 N LAKE SHORE DR",5R,60610
+3792,288038,46,NaN,"AVNI SPEECH THERAPY,4711 N DOVER ST",2,60640
+3793,288128,40,775,Pressure Billiards,6318-6320 N CLARK ST,60660
+3794,288133,27,NaN,DIAL AMUSEMENT COMPANY,700 N SACRAMENTO BLVD,60612
+3795,288146,38,NaN,CORNEL BIRSAN,5246-5248 W IRVING PARK RD,60641
+3796,288173,50,NaN,MUSLIM WOMEN RESOURCE CT.,6349 N WESTERN AVE 2ND 205,60659
+3797,288187,25,NaN,"THA-BASSMENT,1038 W 18TH ST",BASEMENT,60608
+3798,288203,32,NaN,"GOLFTEC,LINCOLN PARK,2782 N CLYBOURN AVE",C,60614
+3799,288215,49,NaN,VICKYS SALON,6904 N CLARK ST,60626
+3800,288220,37,NaN,ASPIRE2BGR8-ONLINE,623 N PINE AVE,60644
+3801,28824,42,806,SWIFT IMPRESSIONS INC.,70 E LAKE ST 10TH 1010,60601
+3802,288311,8,NaN,STAPLES THE OFFICE SUPERSTORE #1628,7554 S STONY ISLAND AVE,60649
+3803,288319,12,NaN,ANGELICA FASHIONS,4100 S ASHLAND AVE,60609
+3804,28834,26,712,"NORTH-CENTRAL AUTO REPAIR,3547 W NORTH AVE",1,60647
+3805,28837,31,NaN,"E & T AUTO REPAIR,5023 W BELMONT AVE",1ST,60641
+3806,288408,42,NaN,"GLOBALNETXCHANGE LLC,200 W MONROE ST",1200,60606
+3807,288441,37,NaN,"ES,DISCOUNT BEAUTY SUPPLY",337 N CENTRAL AVE,60644
+3808,28851,45,NaN,ALERT PROTECTIVE SERVICE INC.,3833 N CICERO AVE,60641
+3809,288576,42,NaN,"COMMONWEALTH PARTNERS,333 N MICHIGAN AVE",2200,60601
+3810,288605,30,NaN,BRUNO'S BARBER SHOP,3110 N MILWAUKEE AVE,60618
+3811,28864,12,NaN,"K'S DEPARTMENT STORE,2816 W CERMAK RD",1,60623
+3812,288671,14,NaN,RIGHT AWAY PALLET,4601 W 47TH ST,60632
+3813,288673,49,775,CUETZALA GRO. RESTAURANT,7360 N CLARK ST,60626
+3814,288687,29,NaN,SAMANTHA INTERIORS,1900 N AUSTIN AVE,60639
+3815,28869,25,864,ENRIQUEZ PRODUCE INC.,2444 S BLUE ISLAND AVE,60608
+3816,288700,43,NaN,620 WEST SCHUBERT,2636 N LINCOLN AVE,60614
+3817,288701,38,144,SPLENDOR HAIR SALON & DAY SPA PC,4738 N CUMBERLAND AVE FIRST,60656
+3818,288717,45,601,3600 S WESTERN DEVELOPMENT CORP,4252 N CICERO AVE,60641
+3819,28872,17,NaN,"BOBCAT AFFORDABLE ART GALLERY,7745 S HALSTED ST",GROUN,60620
+3820,288783,38,775,MAMA'S DELI INC,3414 N HARLEM AVE,60634
+3821,28879,43,NaN,MC SHANE'S EXCHANGE,1141 W WEBSTER AVE,60614
+3822,288867,39,NaN,"FAMILY HEALTHCARE INC.,6160 N CICERO AVE",308,60646
+3823,288873,43,814,RED IVY,2400 N RACINE AVE,60614
+3824,288895,42,NaN,"NEWSPAPERS FIRST,444 N MICHIGAN AVE",1100,60611
+3825,28890,42,NaN,HOWARD FRUM JEWELERS,5 S WABASH AVE # 814,60603
+3826,288909,15,NaN,CHELO'S HAIR STYLISTS,4346 S ARCHER AVE,60632
+3827,28891,31,NaN,FAITH HEALER,3206 N CICERO AVE 1ST,60641
+3828,288928,42,775,OSAKA EXPRESS,400 S MICHIGAN AVE,60605
+3829,288970,11,NaN,24/7 TRUCKING INC.,452 W 42ND ST,60609
+3830,288974,42,NaN,MELVIN & COMPANY LLC,111 W JACKSON BLVD,60604
+3831,288998,20,NaN,CITGO FUEL & MINI MART,6700 S COTTAGE GROVE AVE,60637
+3832,28901,22,NaN,TKX TRANSPROT REFRIGERATION SE,3535 S KOSTNER AVE,60632
+3833,289016,48,NaN,NTN MEDICAL,1060 W ARGYLE ST,60640
+3834,289034,13,NaN,EIS GROUP INC.,6250 S KNOX AVE 1,60629
+3835,289035,28,NaN,REGINA M. ROBINSON,709 S WESTERN AVE,60612
+3836,289057,26,NaN,DIANA' FOOD & RESTAURANT,1000 N FRANCISCO AVE,60622
+3837,289071,49,NaN,"CORY M. JACKSON,7600 N GREENVIEW AVE",202,60626
+3838,289075,28,NaN,"BARRISTER TITLE LLC,1301 W TAYLOR ST",201,60607
+3839,28910,31,763,BIM BOM,5226 W BELMONT AVE 1ST,60641
+3840,289108,35,NaN,DOMINICAN DEALS INC.,2891 N MILWAUKEE AVE,60618
+3841,289115,3,763,7-ELEVEN,3201 S STATE ST,60616
+3842,289275,43,648,LAKEVIEW VALET SHOP,2626 N LAKEVIEW AVE,60614
+3843,289276,25,NaN,COLONIAL BRICK COMPANY INC.,2222 S HALSTED ST,60608
+3844,289372,17,NaN,HALL'S COMMERICIAL CLEANING SERVICES,3524 W 72ND PL,60629
+3845,289374,27,NaN,KEDZIE & OHIO FOOD MART INC.,549 N KEDZIE AVE,60612
+3846,289380,41,NaN,THE KDS GROUP,7335 N OCONTO AVE,60631
+3847,289383,39,763,ALI BABA HOOKAH BAR,4046 W LAWRENCE AVE,60630
+3848,289411,48,673,"TAYLOR-MADE CONSTRUCTIONS,5030 N MARINE DR",2112,60640
+3849,28944,31,NaN,U S A AUTO SALES INC,3052-3058 N CICERO AVE 1ST,60641
+3850,289442,1,NaN,MAID PRO,1533 N WESTERN AVE,60622
+3851,289518,33,NaN,BISMILLAH FOOD INC.,3059 W MONTROSE AVE,60618
+3852,289565,42,NaN,THE LINN GROUP INC.,141 W JACKSON BLVD,60604
+3853,289571,48,NaN,TAM ANH MONEY TRANSFER SERVICE INC.,4947 N BROADWAY,60640
+3854,289600,33,763,A TO Z THINGS,4009 N KEDZIE AVE,60618
+3855,289627,17,NaN,VICTOR T. BRANCH,2514 W LITHUANIAN PLAZA CT,60629
+3856,289634,42,NaN,TEC DIRECT MEDIA INC.,134 N LA SALLE ST 8 840,60602
+3857,289652,31,NaN,L.A.TAN,5541 W BELMONT AVE,60641
+3858,289659,32,895,"AMY NAIL GALLERY,INC.",1954 N DAMEN AVE,60647
+3859,289673,2,775,TEAVANA CORPORATION,835 N MICHIGAN AVE,60611
+3860,289691,3,601,PARK BOULEVARD LLC,3555 S DEARBORN ST 1-2,60609
+3861,289704,39,NaN,BELTONE,4201 W VICTORIA ST,60646
+3862,28977,42,688,"ROYAL PEARL,17 N WABASH AVE",420,60602
+3863,289771,30,775,EL GUANACO,3802 W DIVERSEY AVE,60647
+3864,289782,42,NaN,"ONE CHICAGO,141 W JACKSON BLVD",1065,60604
+3865,28979,35,NaN,MENA TRAVEL & TOURS,2662 N SAWYER AVE 1ST,60647
+3866,2898,22,NaN,DAVID ARCHITECTURAL METALS INC.,3100 S KILBOURN AVE 1,60623
+3867,289800,6,NaN,TOP COLLECTION,741-43 E 79TH ST,60619
+3868,289821,32,713,TORRES AUTO ACCESSORIOS/DECALS,3267 W FULLERTON AVE,60647
+3869,289842,8,894 | 895,ATMOSPHERE HAIR SALON,8147 S STONY ISLAND AVE 1ST,60617
+3870,289847,33,NaN,RODEROD DRYWALL & TAPING CORP.,4717 N TROY ST,60625
+3871,289878,33,NaN,"PETAR,DJURIC",4301 N KEDZIE AVE,60618
+3872,289943,39,902,ARMAND'S PLUMBING REFIGERATION & HVAC INC.,4603 N PULASKI RD,60630
+3873,289960,26,864,CHICAGO'S DESSERT CO.,3945 W ARMITAGE AVE,60647
+3874,29,43,NaN,OLD TOWN SUNDRIES & LIQUORS,1818-1820 N CLARK ST # 1ST,60614
+3875,290045,32,775,SALVITTO'S ITALIAN BAKERY & CAFE,1706 W NORTH AVE,60622
+3876,290055,29,NaN,W J MANAGEMENT INC.,5237 W MADISON ST,60644
+3877,290058,5,NaN,FATOU HAIR BRAIDING,7124 S JEFFERY BLVD,60649
+3878,2901,33,NaN,DOVER INDUSTRIAL CHROME INC,2929 N CAMPBELL AVE,60618
+3879,290116,25,763,CERMAK BP,1602 W CERMAK RD,60608
+3880,29016,20,829,SANDERS LOUNGE,700 W 59TH ST 1ST,60621
+3881,29018,36,NaN,Famous Footwear # 222,6560 W FULLERTON AVE,60707
+3882,290180,34,775,CHOICE CHINA WOK INC.,10341 S HALSTED ST,60628
+3883,290240,27,NaN,"SAVERIO TRUGLIA PHOTOGRAPHY,1821 W HUBBARD ST",204,60622
+3884,290255,16,NaN,DIVINE KUTZ,1609 W 63RD ST,60636
+3885,29032,45,673,"JOHN SULLIVAN,5108 W BERENICE AVE",1,60641
+3886,290351,42,NaN,STERLING CLEANERS,345 N LA SALLE ST,60610
+3887,29039,39,NaN,"NORTHWEST PLBG CO,4375 N ELSTON AVE",1,60641
+3888,290418,26,NaN,LA CASA DEL JIBARO LTD,3614 W DIVISION ST,60651
+3889,290421,15,NaN,ZAPATERIA LUPITA,4220 S ARCHER AVE,60632
+3890,290425,1,775,HACHI'S KITCHEN,2521 N CALIFORNIA AVE,60647
+3891,290434,27,NaN,ABS CHICAGO,954 W WASHINGTON BLVD 2,60607
+3892,290441,3,NaN,"JACQUELINE LEE SLOAN INC.,1600 S PRAIRIE AVE",607,60616
+3893,290451,1,638,CLEVER RABBIT,2015 W DIVISION ST,60622
+3894,290468,2,NaN,"LOOSE,PETALS,10 W ELM ST",900,60610
+3895,290473,15,673,BPA CONSTRUCTION CORP.,4523 S TALMAN AVE,60632
+3896,2905,31,NaN,"GRAVURE PROCESS CO,7436",TRIPP AVE,60076
+3897,29053,36,673,"ROBERT SEATON SEWER SERVICE,3124 N NEENAH AVE",1,60634
+3898,290554,18,816,LOWE'S #2304,7971 S CICERO AVE 1,60652
+3899,290561,13,NaN,NEW COSMO TV INC.,6805 S PULASKI RD,60629
+3900,290568,25,827,LA TAN,916 W MADISON ST,60607
+3901,290597,29,NaN,ANTON T. HALE,1331 N MASON AVE,60651
+3902,290603,41,NaN,LUSI INC.,5443 N HARLEM AVE,60656
+3903,2907,42,NaN,CUSHING & COMPANY,420 W HURON ST,60610
+3904,290700,22,NaN,TEMPIO EXOTERICO,3020 S PULASKI RD 2,60623
+3905,290726,11,NaN,ADVANCE AUTO PARTS #8917,4301 S ASHLAND AVE,60609
+3906,290743,27,704,"URBAN SPA CHIC INC.,1401 W HUBBARD ST",2,60642
+3907,290752,40,NaN,LEATHER ART AND MORE,6418 N GREENVIEW AVE,60626
+3908,290772,27,723,6/6/2014 Clips Beer and Film Tour,1330 W CHICAGO AVE,60642
+3909,290794,42,725,MCP PARTNERS LLC,226 W HUBBARD ST,60610
+3910,29080,47,NaN,CHICAGO PRINTMAKERS COLLABORATIVE,4642 N WESTERN AVE 1ST,60625
+3911,290832,2,NaN,Chicago Home Fitness,2000 N CLYBOURN AVE,60614
+3912,290842,41,775,MORNING GRIND,6701 N OLMSTED AVE,60631
+3913,290916,20,NaN,GREAT LAKES RADIO - CHICAGO,5956 S MICHIGAN AVE,60637
+3914,290991,4,855,AF PARKING SERVICES INC./ HAROLD WASHINGTON LI...,400 S STATE ST,60605
+3915,290997,42,NaN,YOU RENT IT INC.,225 N MICHIGAN AVE 16 16N,60601
+3916,291,7,NaN,S & K FOOD & LIQUOR INC.,7500 S EXCHANGE AVE,60649
+3917,29105,48,NaN,ACCU-TRONIX,1142 W BRYN MAWR AVE,60660
+3918,291103,42,NaN,EBIQUITY,212 W SUPERIOR ST 4 403,60654
+3919,291148,37,NaN,CLAW CONSTRUCTION CO.,4843 W POTOMAC AVE,60651
+3920,291178,8,775,HEALTH FOOD & GENERAL NURITION CENTER INC,8609 S COTTAGE GROVE AVE,60619
+3921,29118,2,850,"CARDIDEO ROZANSKY & COMPANY,2105 N SOUTHPORT AVE",205,60614
+3922,291254,33,NaN,DOLLAR PLUS & FURNITURE,3114 W LAWRENCE AVE,60625
+3923,291271,42,775,MARKET CREATION,20 N WACKER DR 3RD,60606
+3924,291290,11,775,DAVID'S FRESHCUT,537 W 31ST ST,60616
+3925,291299,31,673,THE HOME FIX,2826 N LARAMIE AVE 1ST,60641
+3926,29130,1,NaN,"JUAREZ HOME FURNISHINGS,1722 W CHICAGO AVE",1ST,60622
+3927,291362,25,611,Wigglyville,1135 W MADISON ST 1,60607
+3928,291373,31,775,"DUNKIN DONUTS /,BASKIN ROBBINS",4644 W DIVERSEY AVE,60639
+3929,291381,42,720,UNITED SERVICE ORGANIZATIONS OF ILLINOIS INC.,333 S WABASH AVE 16,60604
+3930,291400,17,775,VINCENNES FOOD,400 W 79TH ST,60620
+3931,29144,45,NaN,J & C AUTOBODY INC,4023 N ELSTON AVE,60618
+3932,291442,21,NaN,"PLYZUREZ,HAIR DESIGN",1919 W 87TH ST,60620
+3933,29145,26,NaN,CARMEN HAIR STUDIO,3747 W NORTH AVE,60647
+3934,291454,1,NaN,COZY CORNER CHILDCARE,2818-20 W NORTH AVE,60647
+3935,291471,6,775,Garrett Popcorn Shops,737 E 87TH ST GROUND,60619
+3936,29150,2,926,BUCKTOWN FITNESS CLUB,2100 W NORTH AVE 1ST,60647
+3937,291563,42,775,ED DEBEVIC'S,640 N WELLS ST 1,60654
+3938,291627,48,763,EDGEWATER MINI MART INC.,1215 W DEVON AVE,60660
+3939,29165,12,NaN,"COMMUNITY GAS & OIL HTG/REFRIG,3759 S CALIFORNIA AVE",1,60632
+3940,291659,3,NaN,"FLUKEY STOKES SERIES INC.,1545 S STATE ST",409,60605
+3941,291660,27,775,MERCURY CAFE INC,1505 W CHICAGO AVE,60642
+3942,291678,4,704,FITNESS FORMULA CLUBS - SOUTH LOOP,1151 S STATE ST,60605
+3943,291693,46,NaN,AC & I INDUSTRIES,4138 N SHERIDAN RD 1,60613
+3944,29172,3,NaN,"ACTION ADVERTISING,2420 S MICHIGAN AVE",1ST,60616
+3945,29176,1,NaN,MACAN ENGINEERING CO.,1564 N DAMEN AVE 1ST,60622
+3946,291773,42,NaN,"ACCURATE BIOMETRICS INC.,409 W HURON ST",500,60610
+3947,291782,26,NaN,SALON VIP,3248 W NORTH AVE,60647
+3948,291803,31,NaN,STEF GENERAL CONSTRUCTION INC.,4451 W BELMONT AVE,60641
+3949,29188,39,NaN,DON VAN CURA CONSTRUCTION,4443 W MONTROSE AVE,60641
+3950,291969,3,NaN,JOHN M DANIELS,4825 S DR MARTIN LUTHER KING JR DR,60615
+3951,291975,27,NaN,JERMAINE K. HILL,1015 N LARRABEE ST,60610
+3952,291987,14,NaN,"RONALD L MILLER,5023 S FAIRFIELD",BSMT,60632
+3953,29199,27,NaN,NEOPOLITAN LIGHTHOUSE,713 N SPAULDING AVE 1ST-3RD,60624
+3954,292019,26,NaN,RAW BUILDING CONCEPTS INC.,2707 W CHICAGO AVE,60622
+3955,292062,35,775,SUPERMERCADO CARDENAS,3440 W MONTROSE AVE,60618
+3956,29208,38,NaN,MEEDER INDUSTRIES INC,104 N YORK ST,60126
+3957,29214,47,NaN,SALAMANDER OF CHICAGO,4740 N LINCOLN AVE,60625
+3958,292183,2,NaN,WILLOW,908 N DAMEN AVE,60622
+3959,292248,42,NaN,THE ATTORNEYS CLERK INC,180 W WASHINGTON ST 8 810,60602
+3960,29225,30,NaN,"PRIMEX-TUNE-UP INC.,3659 W ADDISON ST",1ST,60618
+3961,292276,43,775,SUBWAY,2008 N HALSTED ST,60614
+3962,292286,20,NaN,PELAEZ CONSTRUCTION,4848 S ASHLAND AVE 1,60609
+3963,292332,42,775,SYED' STORE,180 N WABASH AVE,60601
+3964,292336,14,NaN,43RD & PULASKI CURRENCY EXCHANGE INC.,4328 S PULASKI RD,60632
+3965,2924,40,775,"WOLFY'S,2734 W PETERSON AVE",1,60659
+3966,292402,29,624,NORTH AVENUE GOLD & SILVER EXCHANGE,5936 W NORTH AVE,60639
+3967,29242,15,NaN,"WEST ENGLEWOOD COMMUNITY HEADSTART,5958 S MARSHFIELD AVE",1,60636
+3968,292509,47,NaN,JUNG SHIM KI ENERGY CENTER,4541 N WESTERN AVE 1ST,60625
+3969,292525,12,NaN,JUAN MEDINA,4100 S ASHLAND AVE,60609
+3970,292531,20,NaN,FRANK,609 W 59TH ST,60621
+3971,292557,31,NaN,LAST NIGHT OUT,5217 W NEWPORT AVE,60641
+3972,292589,27,NaN,REGY'S HEATING & COOLING INC.,1216 W GRAND AVE,60642
+3973,2926,6,763,KING FOOD & LIQUOR,6858 S HALSTED ST,60621
+3974,292653,47,NaN,"CALYX STUDIO,2180 W GIDDINGS ST",#1,60625
+3975,29268,14,NaN,"BASIA'S PLACE,5030 S ARCHER AVE",1,60632
+3976,292698,42,NaN,HARBOR GROUP MANAGEMENT CO,300 S WACKER DR 17TH 1720,60606
+3977,292706,42,NaN,"MARC HART,55 E WASHINGTON ST",429,60602
+3978,292748,32,NaN,FAMILY TATTOO INC,2230 W BELMONT AVE,60618
+3979,292783,1,NaN,RICHARD REMIARD EVENT DESIGN LLC.,1639 W FERDINAND ST,60622
+3980,29283,29,925,TROY CORPORATION,2701 N NORMANDY AVE,60707
+3981,292848,32,775,THE BRISTOL,2152 N DAMEN AVE,60647
+3982,292871,25,NaN,JESSICA SHOES AND FASHION,2149 W CERMAK RD,60608
+3983,29288,49,NaN,JIMMY'S ON CLARK,6973 N CLARK ST 1ST,60626
+3984,292911,26,NaN,SAMMY'S HAIR STUDIO,4042 W ARMITAGE AVE,60639
+3985,292917,42,NaN,PREMIUM SURGE PROMOTIONS LLC,640 N LA SALLE DR 5 540,60610
+3986,292941,21,818 | 711,"MAX'S,AUTO REBUILDER",8522 S RACINE AVE,60620
+3987,292954,21,NaN,SUF MILANO INC.,1905 W 87TH ST,60620
+3988,292955,42,NaN,"XO COMMUNICATIONS SERVICES INC,140 S DEARBORN ST",220,60603
+3989,292957,40,775,HAMBURGER MARY'S CHICAGO,5400 N CLARK ST 2,60640
+3990,292969,42,NaN,3W TRIDEATION LLC,200 S MICHIGAN AVE 5,60604
+3991,292972,1,775,PROVENANCE FOOD & WINE,2528 N CALIFORNIA AVE,60647
+3992,292979,23,NaN,ARCHER CAR CARE,5165 S ARCHER AVE,60632
+3993,2930,10,775,CALUMET FISHERIES INC,3259 E 95TH ST,60617
+3994,29301,11,NaN,MIDWEST INDUSTRIAL LIGHTING,919 W 38TH ST,60609
+3995,293028,23,NaN,ROSA E. RUIZ,3335 W 62ND PL,60629
+3996,293056,14,NaN,9 NAILS,5837 S KEDZIE AVE,60629
+3997,293059,33,NaN,GALERIA MUSICAL & WIRELESS,3103 W LAWRENCE AVE 1ST,60625
+3998,29308,42,NaN,THE DISCOVERY CHANNEL,401 N MICHIGAN AVE,60611
+3999,293150,24,NaN,CHI-TOWN CUSTOMS INC,3251 W HARRISON ST 1,60624
+4000,293165,42,NaN,"EHRLOOMS LLC,67 E MADISON ST",1704,60603
+4001,293174,42,775,COURTWAY RESTAURANT,29 S LA SALLE ST,60603
+4002,293194,39,NaN,BODY AMORE,4154 W LAWRENCE AVE,60630
+4003,29320,32,NaN,CHICAGO TENNIS & GOLF CO,1541 W ALTGELD ST,60614
+4004,293200,31,NaN,SOL TRAVEL & SERVICES,4444 W DIVERSEY AVE 1ST FL,60639
+4005,293202,21,NaN,"C K,JEWELRY",100 W 95TH ST,60628
+4006,293248,44,829,MINIBAR MEAT,3339-3341 N HALSTED ST 1 & LOWER LEVEL,60657
+4007,293303,2,775,SCHWA,1466 N ASHLAND AVE,60622
+4008,293315,1,785,CONCORD MUSIC HALL,2043-2051 N MILWAUKEE AVE 23 & BALCONY,60647
+4009,293357,21,NaN,COSMO MART,8101 S ASHLAND AVE,60620
+4010,29337,39,NaN,CHILDREN'S PLAYHOUSE INC,3342 W BRYN MAWR AVE # 1,60659
+4011,29338,29,NaN,NO AUSTIN LUTHERAN HEADSTART,1500 N MASON AVE,60651
+4012,293402,25,638,Ciao! Cafe,939 W MADISON ST,60607
+4013,293404,12,NaN,NICK DOLLAR PLUS,4167 S ARCHER AVE,60632
+4014,29345,21,NaN,"TAYLOR DAY SCHOOL,1414 W 87TH ST",1,60620
+4015,293468,25,NaN,CHINESE-AMERICAN MUSEUM OF CHICAGO,238 W 23RD ST,60616
+4016,293550,15,NaN,PLS CHECK CASHERS - 47TH & WESTERN INC.,2412 W 47TH ST,60632
+4017,293605,42,NaN,"COUNTRYWIDE COMMERCIAL REAL ESTATE FINANCE,1 N WACKER DR",4300,60606
+4018,293628,42,775,OFF THE TRACKS GRILL,190 N WELLS ST,60606
+4019,293643,15,763,"HERMITAGE,MINI MART INC.",6501 S HERMITAGE AVE 1ST,60636
+4020,293656,34,820,WHIZ KIDS NURSERY CENTER INC.,10623-10627 S HALSTED ST 1,60628
+4021,293688,45,NaN,1ST USA TITLE,5421 W LAWRENCE AVE 2ND,60630
+4022,293693,43,890,SISTER-ARTS STUDIO INC.,721 W WRIGHTWOOD AVE 1ST,60614
+4023,293825,24,NaN,LEELO STEEL LLC,1600 S KOSTNER AVE,60623
+4024,293832,11,NaN,GERALEX INC.,807 W 14TH PL 1ST 1B,60608
+4025,293885,42,638,HOTEL 71,71 E WACKER DR,60601
+4026,29391,39,NaN,PYRAMID PACKAGING INC,6069 N MILWAUKEE AVE 1ST,60646
+4027,293946,47,763,SARAH MART INC.,3601 N DAMEN AVE 1ST FLOOR,60618
+4028,293998,3,NaN,"IMAG LABS,1226 S FEDERAL ST",A,60605
+4029,294016,30,NaN,KIOSK RUCHU INC,3901 W BELMONT AVE,60618
+4030,294042,36,775,Taqueria Lindo Poncitlan,4406 W ARMITAGE AVE,60639
+4031,294054,2,NaN,"MODI,NEWSTAND",151 E CHICAGO AVE,60611
+4032,294082,47,NaN,TOTO TRADING INC,4556 N CLARK ST,60640
+4033,29411,38,829,GUISEPPE'S INC,7429 W ADDISON ST 1ST,60634
+4034,294113,2,NaN,"CORE,MECHANICAL LLC",1616 W LE MOYNE ST,60622
+4035,294130,22,NaN,MARIA DEL ROSARIO ARELLANO,2511 S TRUMBULL AVE 1ST,60623
+4036,294140,14,775,TACOS DON CUCO NO.2,3138 W 47TH ST 1,60632
+4037,294143,42,775,"HEY SUSHI EXPRESS AND CATERING INC,233 N MICHIGAN AVE",C011,60601
+4038,294147,27,743,MAHONEY'S,543-551 N OGDEN AVE 1,60642
+4039,294163,5,895,STUDIO 71 INC,1834 E 71ST ST 1 1,60649
+4040,294177,41,774,HAPPY FOODS,6415 N CENTRAL AVE 1,60646
+4041,294203,25,NaN,THE UPS STORE 5608,1137 W TAYLOR ST,60607
+4042,29422,50,NaN,"HAIR F/X,2707 W HOWARD ST",1,60645
+4043,294222,3,638,CUATRO,2030 S WABASH AVE,60616
+4044,294244,44,NaN,DIAMOND CLEANERS IN CHICAGO,3323 N HALSTED ST,60657
+4045,294268,20,763,FARMERS FOOD BASKET,832 E 63RD ST,60637
+4046,294319,5,NaN,ABBEY'S SEAL COATING & PAVING,7801 S SOUTH CHICAGO AVE,60619
+4047,294328,47,NaN,NEW CLARK WILSON CURRENCY EXCHANGE,4556 N CLARK ST,60640
+4048,294351,40,464,CHICAGO VNA INCORPORATED,5875 N LINCOLN AVE 1ST 102,60659
+4049,294357,22,763,FAMILY FOODS INC,2301 S HOMAN AVE,60623
+4050,294410,12,NaN,PROMOTIONS FURIA DIGITAL,2706 W CERMAK RD,60608
+4051,294417,48,894,ALICIA HAIR SALON,1549 W ELMDALE AVE 1,60660
+4052,29442,20,NaN,JEF FINGER SPECIALTY WOODWORKING INC.,1237 W 47TH ST Q,60609
+4053,294420,42,638,"The Chopping Block,222 W MERCHANDISE MART PLZ",107,60654
+4054,29443,1,NaN,BROKEN ART RESTORATION,1841 W CHICAGO AVE,60622
+4055,294443,45,NaN,COMSETS SYSTEMS,5732 N MILWAUKEE AVE 1 1,60646
+4056,294469,14,NaN,AMERICAN DREAM PAINTING,5012 S SPAULDING AVE,60632
+4057,294480,22,NaN,ANGEL'S CLEANING SERVICE,3136 S PULASKI RD,60623
+4058,294494,14,775,LA IGUANA RESTAURANT,4117 W 47TH ST,60632
+4059,294504,1,638,WYNWOOD,1560 N MILWAUKEE AVE 1,60622
+4060,294533,5,NaN,BEST LAUNDROMAT,6808 S STONY ISLAND AVE,60649
+4061,29455,12,NaN,SMILE KIDS INC,4606 S DAMEN AVE,60609
+4062,29459,35,NaN,A. K. AUTO SERVICE INC.,4747 N PULASKI RD 1ST,60630
+4063,294620,31,NaN,JOAQUIN URIZAR,4950 W NEWPORT AVE,60641
+4064,29466,45,NaN,HEATCOOL SERVICE CO,4001 N ELSTON AVE 1ST,60618
+4065,294698,11,NaN,UNIVERSAL GLASS CORP,2555-59 S ARCHER AVE,60608
+4066,29470,11,NaN,GRANDSTAND LTD,600 W 35TH ST,60616
+4067,294721,22,NaN,MARI'S BRIDAL,3643 W 26TH ST,60623
+4068,294725,40,NaN,DESIGN AG LLC,6549 N ASHLAND AVE,60626
+4069,294738,10,775,BIRRIERIA OCOTLAN INC,4007 E 106TH ST,60617
+4070,294763,13,NaN,NANCY REYES,6149 S MASON AVE,60638
+4071,294769,18,NaN,STITCH BY STITCH,7601 S CICERO AVE,60652
+4072,29479,47,NaN,FELTEN'S RECORD EMPORIUM,3346 N PAULINA ST 1ST,60657
+4073,294792,5,NaN,DIANE T. RUFF,6022 S STONY ISLAND AVE,60637
+4074,294798,16,NaN,OLYMPIC AUTOMOTIVE CORP.,5335 S WESTERN BLVD,60609
+4075,294874,34,NaN,TIMOTHY A. DICKERSON,616 W 116TH PL,60628
+4076,294894,28,775,LUIGI CAFE INC,4212 W MADISON ST,60624
+4077,294897,50,NaN,RITECH ELECTRONIC SYSTEMS INC,6221 N TROY ST,60659
+4078,294906,22,775,JALISCO RESTAURANT,4224 W 31ST ST,60623
+4079,29492,14,NaN,"AAA CROSSTOWN GARAGE DOOR INC.,5212 S ARCHER AVE",1,60632
+4080,294963,22,197,LA VILLITA TRAVEL,3851 W 26TH ST 1,60623
+4081,294968,21,NaN,DOLLAR GIANT PLUS,8160 S RACINE AVE,60620
+4082,295051,12,NaN,CAMPOS APPLIANCES,3871 S ARCHER AVE,60632
+4083,295074,5,NaN,"SLOMIAK CORPORATION,5120 S HYDE PARK BLVD",12,60615
+4084,295117,11,775,Express Grill Inc.,1730 S HALSTED ST 1,60608
+4085,295121,12,769,ALFONZA B. ALVAREZ,3400 W 38TH ST,60632
+4086,295131,3,606,ROYAL 3 CCC CHICAGO TAXI ASSOCIATION,2617 S WABASH AVE 1,60616
+4087,295143,42,697,THE RICHARD H. DRIEHAUS MUSEUM,40 E ERIE ST 1ST - 3RD,60611
+4088,295174,1,NaN,MEGATEL WIRELESS,2601 W NORTH AVE 1ST,60647
+4089,295236,42,775,DUNKIN DONUTS,27 E LAKE ST 1ST FLOOR 1,60601
+4090,29524,27,NaN,"PAPYRUS PRESS INC,3441 W GRAND AVE",1,60651
+4091,295254,15,NaN,TRANSPORTES EL BAJIO,2714 W 47TH ST,60632
+4092,295283,47,724,"LAURA BANICK PHOTOGRAPHY,1601 W SCHOOL ST",408,60657
+4093,295332,45,NaN,PASSION BARBER SHOP CORP,5538 N MILWAUKEE AVE,60630
+4094,295334,33,763,EAGLE 99 PLUS,3201 W LAWRENCE AVE,60625
+4095,29535,2,829,THE COPA,1637 N CLYBOURN AVE,60614
+4096,295366,32,NaN,YOUR BACK BONE,2535 W LOGAN BLVD,60647
+4097,295369,14,NaN,CHICAGO AMERICAN MANUFACTURING LLC,4500 W 47TH ST,60632
+4098,295443,38,NaN,TRADE PRINT INC,7748 W ADDISON ST,60634
+4099,295466,46,NaN,FARZAD SINAEI,1025 W SUNNYSIDE AVE,60640
+4100,29547,43,NaN,DORN'S CANINE GROOMING,2527 N LINCOLN AVE 1ST,60614
+4101,295484,28,NaN,LILLIAN'S,3-5 N CICERO AVE,60644
+4102,295494,2,775,EDIBLE ARRANGEMENTS,2223 N CLYBOURN AVE,60614
+4103,295501,12,775,HONG KONG EXPRESS,2703 W CERMAK RD,60608
+4104,295507,6,NaN,DUNIGAN CONSTRUCTION INC,400 W 76TH ST,60620
+4105,295508,22,NaN,MICKEYS AUTO,3059 S LAWNDALE AVE,60623
+4106,29555,50,NaN,"A 1 TRAVEL & TOURS CARGO,2546 W DEVON AVE",1,60659
+4107,295616,17,NaN,ALBERT D. COLLINS,7335 S SANGAMON ST,60621
+4108,295638,40,819,"ROB MENDELL,4842 N TALMAN AVE",2,60625
+4109,295657,1,143,METAMORPH STUDIOS,1456 N MILWAUKEE AVE,60622
+4110,295686,42,NaN,SULLIVAN INTERNATIONAL GROUP,125 S WACKER DR 11 1180,60606
+4111,295698,43,NaN,RWF MORTGAGE LLC,2663 N HALSTED ST,60614
+4112,29576,36,829,3 MUSKIES INC,5314 W GRAND AVE,60639
+4113,295762,47,NaN,"CARING TREE LLC,4633 N WESTERN AVE",205,60625
+4114,295766,36,775,DUNKIN DONUTS BASKIN ROBBINS,2640 N NARRAGANSETT AVE 1ST,60639
+4115,2958,39,775,SUPERDAWG DRIVE-IN INC,6363 N MILWAUKEE AVE,60646
+4116,295810,5,NaN,"THE COLETTE STEWARD GROUP,INC",5539 S HYDE PARK BLVD 3 3 SOUTH,60637
+4117,295819,42,NaN,"WACKER DRIVE NEWSSTAND,150 N WACKER DR",LL150C,60606
+4118,295832,39,NaN,HERBERT HOFFMAN SR.,3817 W GRANVILLE AVE,60659
+4119,29585,41,NaN,NORTHWEST HWY & NAGLE AMOCO,5737 N NORTHWEST HWY,60631
+4120,29588,18,NaN,VAN'S TAP,8406 S KEDZIE AVE 1ST,60652
+4121,295915,26,763,TIANGUIS FRESH FOODS,3552 W ARMITAGE AVE,60647
+4122,29594,29,NaN,"HALLAGAN BUSINESS MACHINES,6850 W NORTH AVE",1,60707
+4123,29599,42,NaN,"Kenpaul Corporation DBA Chicago City Graphics,500 N MICHIGAN AVE",105,60611
+4124,29600,40,829,FARRAGUTS,5240 N CLARK ST 1ST,60640
+4125,296006,42,775,MERCADITO CHICAGO,108-110 W KINZIE ST,60610
+4126,29601,47,NaN,"OLYMPIA TRADING INC,4532 N CLARK ST",1,60640
+4127,296035,22,NaN,ARCHER CELL KOMUNIKACJA INC,5042 S CICERO AVE,60638
+4128,296038,17,775,ABC FOOD MARKET INC,7550 S MAY ST,60620
+4129,296046,24,NaN,HAROLDS WING HOUSE 2,1521 S PULASKI RD,60623
+4130,29605,40,NaN,SPEEDLINE AUTO SERVICE,5242 N DAMEN AVE,60625
+4131,29611,13,NaN,"EXPERIENCE,6118 W 63RD ST",1,60638
+4132,29614,19,NaN,MURPHY'S WINDOWS & SUNROOMS,10359 S PULASKI RD,60655
+4133,296156,48,NaN,"LINDA LU GREENS INC,1055 W BRYN MAWR AVE",F198,60660
+4134,296185,42,NaN,"JOHN ANGILERI BARBER SALON,69 W WASHINGTON ST",LL12,60602
+4135,296194,28,NaN,"CHECK POINTING CORP.,37 S ASHLAND AVE",6,60607
+4136,2962,44,775,"ANN SATHER'S CAFE,3415 N BROADWAY",1,60657
+4137,29621,35,763,"DOLLARMANIA,4344",-04346 W ARMITAGE AVE 1ST,60639
+4138,296219,4,775,GATEWAY NEWS STAND,312 S STATE ST,60604
+4139,296227,22,NaN,GLORIA'S ENTERPRISES INC,2859 S TRUMBULL AVE 1ST,60623
+4140,296252,14,775,LAS MARAVILLAS RESTAURANT,4316 S PULASKI RD,60632
+4141,296266,42,NaN,INTELIQUENT INC.,550 W ADAMS ST 9TH 900,60661
+4142,29628,42,NaN,"SCHNEIDER BLUHM LOEB,230 W SUPERIOR ST",1,60610
+4143,296316,44,NaN,A & J HEATING AND PLUMBING CO.,510 W BELMONT AVE,60657
+4144,296317,43,NaN,"FOXY FRENCHMEN ENTERTAINMENT,2742 N HAMPDEN CT",1E,60614
+4145,296330,31,NaN,SAY IF WITH FLOWERS,5159 W DIVERSEY AVE,60639
+4146,296357,40,NaN,PRINCE AUTO REPAIR INC.,5510 N WESTERN AVE,60625
+4147,29638,5,NaN,"COMPUTER RESOURCE CENTER INC.,1525 E 53RD ST",902,60615
+4148,296402,39,775,ASIAN MARKET AND VIDEO,4705 W LAWRENCE AVE,60630
+4149,296403,42,NaN,"Geneva Advisors LLC,181 W MADISON ST",3575,60602
+4150,296406,25,829,THIRD RAIL TAVERN,1133 W MADISON ST,60607
+4151,296410,2,NaN,"3156 W.,WARREN LLC,742 N LA SALLE DR",6,60610
+4152,296411,15,775,SU CASA OF ILLINOIS INC,4243 S KEDZIE AVE,60632
+4153,296468,46,NaN,ISLAND NAILS,4132 N BROADWAY,60613
+4154,29648,15,774,CONTINENTAL LIQUORS,1628-1630 W 47TH ST,60609
+4155,296590,22,NaN,CONTINENTAL KITCHEN & BATH INC,4343 S KILPATRICK AVE,60632
+4156,296638,45,NaN,MONTROSE PROPERTIES LLC,6160 W HIGGINS AVE,60630
+4157,296649,27,785,THE LIQUOR BOX,873 N ORLEANS ST BSMT & 1,60610
+4158,29665,32,894,MARTHA'S UNISEX BEAUTY SALON,2117 N WESTERN AVE 1ST,60647
+4159,296656,4,NaN,600 S. WABASH LP,600-618 S WABASH AVE,60605
+4160,296662,17,763,PETE'S MEAT & GROCERY #2,2001 W 71ST ST,60636
+4161,296674,41,NaN,FIRST CHOICE DIGITAL,6400 N MILWAUKEE AVE,60631
+4162,296724,43,NaN,TOWER CLEANERS,444 W FULLERTON PKWY LOWER LEVEL,60614
+4163,296741,11,638,KOHAN JAPANESE RESTAURANT,730-732 W MAXWELL ST 1,60607
+4164,296758,18,775,SUBWAY,7949 S CICERO AVE,60652
+4165,296764,2,NaN,"DELISI FILM AND VIDEO,921 N LEAVITT ST",2F,60622
+4166,296816,9,NaN,"BERNARD PLACE TWO -PBI,1000 E 111TH ST",10,60628
+4167,296819,28,763,NIKKOS SUB,611 N CICERO AVE,60644
+4168,29682,43,NaN,ST VINCENT DE PAUL CENTER,2145 N HALSTED ST 1ST,60614
+4169,296861,10,NaN,SUNSET BAY MARINA LLC,13501 S BENSLEY AVE,60633
+4170,296871,9,775,NESREEN'S FOOD MART,11625 1/2 S MICHIGAN AVE,60628
+4171,29693,25,925,"SUPERIOR FRESH INC,1800 S CANAL ST",1,60616
+4172,296938,42,775,THE INDIAN GARDEN RESTAURANT,247 E ONTARIO ST 2,60611
+4173,296942,15,775,TAQUERIA EL CAMPEON,4348 S CALIFORNIA AVE,60632
+4174,29699,1,NaN,"T & L BODY SHOP,2478 N LEAVITT ST",1,60647
+4175,296998,15,775,DON FROGG'S INC.,4304 S WESTERN AVE,60609
+4176,297003,45,769,MAHER ABDALLA HAMAD,8119 W THOMAS,60458
+4177,297005,39,NaN,CAR FIX AUTO CENTER,3555 W FOSTER AVE,60625
+4178,297097,37,708,"LBP Manufacturing,1401 N CICERO AVE",B,60651
+4179,297125,33,NaN,MICHACAN DOLLAR INC,3135 W LAWRENCE AVE,60625
+4180,297153,42,850,"SEE ANZ INC,215 W SUPERIOR ST",200,60610
+4181,297164,29,763,RAJ FOOD MART INC.,5652 W DIVISION ST,60651
+4182,297181,47,775,JIM'S GRILL,1429 W IRVING PARK RD,60613
+4183,297191,27,703,THE JUNIPER GROUP INC.,1015 W LAKE ST 2,60607
+4184,297208,35,NaN,FANTASY HAIR DESIGN,2785 N MILWAUKEE AVE,60647
+4185,297296,25,NaN,FAT LEE GROCERY STORE,2243 S WENTWORTH AVE,60616
+4186,29730,12,NaN,FILTER TECHNOLOGY INC,3150 W 36TH PL 1ST,60632
+4187,297313,4,775,5 STAR INDIA,420 S CLARK ST 1ST,60605
+4188,297325,42,775,THE CLARE AT WATER TOWER,55 E PEARSON ST 1-54,60611
+4189,297339,42,746,RIVER ROAST & REID BAR,315 N LA SALLE DR,60610
+4190,297353,16,775,MC INTOSH'S,748 W 61ST ST,60621
+4191,297357,8,NaN,NO LIMIT,809 E 79TH ST,60619
+4192,297387,45,712,CITY SUBURBAN AUTO SERVICES,5674 N NORTHWEST HWY,60646
+4193,297426,43,775,STATE RESTAURANT & CAFE,935 W WEBSTER AVE,60614
+4194,29752,10,NaN,GEORGE J BEEMSTERBOER INC,2900 E 106TH ST # 1,60617
+4195,297534,33,NaN,AYYAD BEAUTY SHOP INC.,4409 N KIMBALL AVE,60625
+4196,297548,24,775,BON BON PIZZA,3938 W ROOSEVELT RD,60624
+4197,297558,21,NaN,GROW INTO BOOKS INC,9301 S LAFLIN ST,60620
+4198,297569,16,763,SUPERMERCADO SANCHEZ INC.,2824 W 59TH ST,60629
+4199,29757,19,699,WASHINGTON AND JANE SMITH HOME (SMITH VILLAGE),2315 W 112TH PL,60643
+4200,297574,42,602,FAITHFUL+GOULD INC.,230 W MONROE ST 23 2300,60606
+4201,29763,36,NaN,ROMANS TIRE SHOP,5811 W GRAND AVE,60639
+4202,29768,2,704,ELIZABETH ADAM SALON/DAY SPA,845 N MICHIGAN AVE,60611
+4203,29771,17,NaN,"ROYAL HOUSE OF BEAUTY,1815 W 69TH ST",1,60636
+4204,29793,11,864,"GOOD WORLD NOODLE INC,2522 S HALSTED ST",1ST,60608
+4205,297941,40,775,OVER EASY CAFE,4943 N DAMEN AVE,60625
+4206,29795,27,NaN,LINDO SYSTEM INC,1415 N DAYTON ST,60622
+4207,297967,17,774,EXPRESS FOOD MARKET,6914 S WESTERN AVE,60636
+4208,298020,42,NaN,Hard Rock Hotel,230 N MICHIGAN AVE,60601
+4209,298041,42,NaN,"WINDY CITY HABITAT FOR HUMANITY,515 N STATE ST",2300,60610
+4210,298060,45,NaN,X- PRESS CLEANERS INC.,4450 N MILWAUKEE AVE,60630
+4211,298114,26,775,PAPA'S CACHE SABROSO INC,2517 W DIVISION ST,60622
+4212,298133,4,720,HALES FRANCISCAN HIGH SCHOOL INC.,4930 S COTTAGE GROVE AVE,60615
+4213,298136,17,NaN,SAEED MARKET INC,3257 W 63RD ST,60629
+4214,298155,32,197,AK TAX SERVICES INC.,1835 N MILWAUKEE AVE,60647
+4215,298174,25,NaN,TAQUERIA MLS,1850 S BLUE ISLAND AVE,60608
+4216,298177,47,775,7-ELEVEN,3801 N WESTERN AVE,60618
+4217,298197,29,NaN,RPB CONSULTING,342 S LARAMIE AVE,60644
+4218,298208,37,724,SIGNATURE AFFAIRS INC.,1513 N LATROBE AVE,60651
+4219,298247,12,767,J & B JEWELRY,4100 S ASHLAND AVE 1ST 164,60609
+4220,29825,43,NaN,DORBY MAGOO & CO,2744 N LINCOLN AVE,60614
+4221,298253,47,NaN,RAVENSWOOD FITNESS CENTER,1958 W MONTROSE AVE 1ST,60613
+4222,298263,12,NaN,CRISTIS,2306 S CALIFORNIA AVE,60608
+4223,298283,14,NaN,RICHART TAX SERVICE,5217 S KEDZIE AVE,60632
+4224,298295,17,712,DE LUNA MUFFLER & AUTO,1830 W 69TH ST,60636
+4225,298342,12,NaN,"ALAMO'S JEWELRY,4100 S ASHLAND AVE",375,60609
+4226,298413,39,NaN,RINELLA EDITORIAL SERVICES,4205 N AVERS AVE,60618
+4227,298446,28,816,HHM1 LLC,1500 S WESTERN AVE 1ST 1AN1,60608
+4228,29846,45,NaN,WPR AUTO & TIRE CENTER INC,5940 N ELSTON AVE 1ST,60646
+4229,29851,31,NaN,LANE AUTOMOTIVE,4921 W BELMONT AVE,60641
+4230,29867,28,NaN,"INDUSTRIAL STORAGE WHSE CORP,4343 W OHIO ST",1ST,60624
+4231,298727,42,775,CORNER BAKERY CAFE,360 N MICHIGAN AVE,60601
+4232,298732,42,775,EMERALD LOOP BAR & GRILL,216 N WABASH AVE 1,60601
+4233,298747,29,NaN,TIP TOP NAILS # 5,5604 W MADISON ST,60644
+4234,29875,48,NaN,NORTH SHORE VISION CENTER,5257 N BROADWAY,60640
+4235,298754,16,NaN,EL VIAJERO INC.,2818 W 59TH ST,60629
+4236,298777,4,670,L A Fitness and Pro Results,5224 S LAKE PARK AVE 1,60615
+4237,298778,42,775,WEST LOOP CAFE,601 - 03 W ADAMS ST,60661
+4238,298781,25,NaN,CREATIVE POINTS OF YOU INTERIOR DESIGN,1019 W JACKSON BLVD,60607
+4239,298848,24,775,MAMA'S,1901 S PULASKI RD,60623
+4240,298871,47,NaN,10/3/11 - 10/31/11 Don Arneson Pumpkins - Seas...,1622 W IRVING PARK RD,60613
+4241,298920,31,NaN,MERCURY MAINTENANCE INC.,2940 N CICERO AVE,60641
+4242,298924,50,775,PANDA EXPRESS #1345,6201 N LINCOLN AVE 1ST,60659
+4243,298927,44,NaN,FALCON LIVING LLC,2821 N HALSTED ST,60657
+4244,29893,42,NaN,STREETVILLE PET SPA & BOUTIQUE,401 E ONTARIO ST 1,60611
+4245,298959,45,NaN,35TH & MORGAN DEVELOPMENT CORP.,4252 N CICERO AVE,60641
+4246,298965,39,NaN,KKM TRANSPORTATION,4708 N LOWELL AVE 1 1,60630
+4247,298966,12,NaN,"LA MORENITA,4100 S ASHLAND AVE",238-39,60609
+4248,299008,38,NaN,MARIO LUNA,5956 W BYRON ST,60634
+4249,299066,19,775,MARATHON,10301 S KEDZIE AVE,60655
+4250,299082,1,NaN,LUCITE GROUP INC.,900 N ASHLAND AVE 1,60622
+4251,29909,42,NaN,"KING COOPER & ASSOCIATES,311 W SUPERIOR ST",313,60610
+4252,299093,36,NaN,PRIDE MANAGEMENT GROUP LLC,4888 W ARMITAGE AVE,60639
+4253,299126,42,NaN,"QUIKORDER INC.,351 W HUBBARD ST",501,60610
+4254,299172,29,NaN,FOTO TOMCZYNSKI COMPANY,7149 W BELMONT AVE,60634
+4255,299177,30,NaN,LOS POTRILLOS,3624 W BELMONT AVE,60618
+4256,299208,11,775,JOY YEE NOODLE,1335 S HALSTED ST,60607
+4257,29925,42,NaN,MERCHANDISE MART PROPERTIES IN,350 N ORLEANS ST 1ST #,60654
+4258,299294,45,NaN,SCHNIZER AUTO BODY,4036 N TRIPP AVE,60641
+4259,29934,42,NaN,"FOGAL OF SWITZERLAND INC,900 N MICHIGAN AVE",1,60611
+4260,299360,39,894,HERNANDEZ HAIR SALON,4479 N ELSTON AVE,60630
+4261,29944,47,763,PELLY'S LIQUORS,3444 N LINCOLN AVE,60657
+4262,299441,42,NaN,"THE DIAMOND SOURCE INC,5 S WABASH AVE",1306,60603
+4263,29947,23,NaN,CAPITOL CIGAR STORE,6258 S PULASKI RD 1ST,60629
+4264,299473,25,NaN,"ZHM ENTERPRISE INC,2146 S ARCHER AVE",A,60616
+4265,299483,45,775,PAPANICHOLAS CAFE,4431 N MILWAUKEE AVE,60630
+4266,299487,8,767 | 903 | 725,EXTRA SPACE STORAGE #1709,1000 - 1020 E 95TH ST,60619
+4267,299489,45,763,EDYTA ROMAN,5326 W LAWRENCE AVE,60630
+4268,299495,42,775,"LAI LAI ORIENTAL EXPRESS & KOREAN EXPRESS,330 S WELLS ST",A,60606
+4269,299508,42,676,INN OF CHICAGO MAGNIFICENT MILE,162 E OHIO ST,60611
+4270,299511,22,NaN,CITGO,4520 S CICERO AVE,60638
+4271,299629,1,NaN,CHICAGO CHILDREN'S THEATRE,1464 N MILWAUKEE AVE 2,60622
+4272,299655,14,NaN,CHICAGO TECHNICAL CENTERS LTD.,4440 S PULASKI RD 1ST,60632
+4273,299710,36,763,CVS/PHARMACY #1676,6355 W BELMONT AVE 1,60634
+4274,299748,7,775,OWEN'S SMOOTHIES & SWEETS,2411 E 75TH ST,60649
+4275,299772,7,NaN,CSC REMODELING SERVICE,7934 S CRANDON AVE,60617
+4276,299778,40,NaN,INTELLIGENT MARKETING,5040 N LEAVITT ST,60625
+4277,29978,42,NaN,"A PERFECT SIGN INC,220 S STATE ST",2200,60604
+4278,299788,28,763,MARATHON,5107 W MADISON ST,60644
+4279,2998,4,775,"THE NEW VALOIS REST INC,1518 E 53RD ST",1,60615
+4280,29980,23,NaN,"JET INDUSTRIES INC,6025 S OAK PARK AVE",1,60638
+4281,299819,25,NaN,EPOCHTIMES INC,232 W CERMAK RD 2ND 2,60616
+4282,299824,30,NaN,ONE STOP DISTRIBUTORS LLC.,5433 W DIVERSEY AVE,60639
+4283,299835,36,NaN,JOSEPH A. PEREZ,2159 N NATCHEZ AVE 1,60707
+4284,299853,3,763,BIG DADDY,2441 S STATE ST,60616
+4285,299855,25,NaN,RELIABLE OGDEN,2424 S LAFLIN ST,60608
+4286,299957,1,NaN,SUPER DESIGN FURNITURE,1335 N MILWAUKEE AVE,60622
+4287,299958,20,NaN,TENORIO TIRE SHOP,4921 S ASHLAND AVE,60609
+4288,299960,40,NaN,CHILDREN'S WORLD INC.,5911 N LINCOLN AVE 1,60659
+4289,299962,40,NaN,LINCOLN KARAOKE,5524-5528 N LINCOLN AVE 1,60625
+4290,299963,6,NaN,QUICK COMM,403 E 75TH ST,60619
+4291,299988,3,929,JERNBERG PERSHING PLANT,329 W PERSHING RD,60609
+4292,299995,11,775,AMELIA'S AUTHENTIC MEXICAN CUISINE,4559 S HALSTED ST 1,60609
+4293,300000,45,661,THE CHICAGO BALLET,4041 N MILWAUKEE AVE 4,60641
+4294,300028,39,793,TAB AUTO BROKERS,4916 N ELSTON AVE,60630
+4295,300030,46,NaN,"ZONE FITNESS,909 W MONTROSE AVE",101,60613
+4296,30004,1,NaN,"ITALIAN COURT FLOWERS INC.,1637 W FERDINAND ST",B,60622
+4297,300069,12,894,"ELIZABETH SALON DE BELLEZA,4100 S ASHLAND AVE",11,60609
+4298,300094,25,NaN,LEON GRAPHICS,2222 S DAMEN AVE 1ST,60608
+4299,300104,26,NaN,LIZANDRO'S BEAUTY SALON,3553 W NORTH AVE,60647
+4300,300115,42,NaN,"CORN FED ADVERTSING,165 N CANAL ST",705,60606
+4301,300130,42,638,TAVERN AT THE PARK,130 E RANDOLPH ST 1 2 ROOF,60601
+4302,300138,42,NaN,LAKE POINT CLEANERS II,180 N JEFFERSON ST,60661
+4303,300141,3,NaN,THE HAIR EXPERTS,5401 S WENTWORTH AVE,60609
+4304,300153,22,775,SUBWAY,4032 W 26TH ST 1,60623
+4305,300209,32,NaN,"x y zanne,2211 N ELSTON AVE",102,60614
+4306,30025,8,NaN,"VERA PALMER,740 E 83RD ST",1,60619
+4307,300255,26,894,BRENDA'S BEAUTY SALON,1607 N KEELER AVE,60639
+4308,300273,39,775,DOMINO'S PIZZA,5008 N PULASKI RD,60630
+4309,300274,12,769,MARIA M CASTELLANOS,3707 S WINCHESTER AVE,60609
+4310,300338,3,775,PIONEER GARDENS,3800 S DR MARTIN LUTHER KING JR DR 2,60653
+4311,300387,37,638,EL SITIO,1255 N PULASKI RD,60651
+4312,3004,43,NaN,SHERWYNS HEALTH FOOD SHOP,645 W DIVERSEY PKWY,60614
+4313,300400,42,NaN,VERIZON BUSINESS SERVICES,205 N MICHIGAN AVE 567811,60601
+4314,300403,41,NaN,"ASA SALES SYSTEMS LLC,5440 N CUMBERLAND AVE",105,60656
+4315,300410,42,704,TYLER WELLNESSCO.,71 S WACKER DR 2,60606
+4316,30042,12,NaN,BALDERAS USED APPLIANCES,4226 S ASHLAND AVE 1ST,60609
+4317,300446,4,763,AMERICANA SUBMARINE,400 S CLARK ST,60605
+4318,300454,42,NaN,BACKSTOP SOLUTIONS,233 S WACKER DR 39 3960,60606
+4319,300471,25,921,JAZZY FLOWERS LLC,35 S RACINE AVE,60607
+4320,300524,12,NaN,MODERN IMAGE CONSTRUCTION L.L.C.,3533 S ARCHER AVE 2,60609
+4321,300553,1,NaN,A TOUCH OF VINTAGE,2506 N CALIFORNIA AVE,60647
+4322,300558,42,NaN,RESOLUTION MEDIA INC,225 N MICHIGAN AVE 8 820,60601
+4323,300579,10,763,JOHN'S CORNER STORE,3425 E 106TH ST 1ST,60617
+4324,30058,11,NaN,ACCORD INTERIOR COMPANY,3312 S HALSTED ST 1ST,60608
+4325,300604,3,NaN,SUCCESS FOR HIM INC.,122 E GARFIELD BLVD,60615
+4326,300612,20,NaN,BEST APPEARANCE,6648 S COTTAGE GROVE AVE,60637
+4327,300615,46,NaN,"CHICAGO GHOST INVESTIGATIONS,4250 N MARINE DR",2928,60613
+4328,300632,33,763,DAILY PANTRY,2903 W BELMONT AVE,60618
+4329,300635,3,NaN,RANDY'S,237 E 51ST ST,60615
+4330,30066,8,NaN,HEAD OF THE CLASS DAYCARE AND LEARNING CENTER,1900 E 87TH ST,60617
+4331,300668,47,602,VINTECH SYSTEMS INC.,3725 N WESTERN AVE,60618
+4332,30067,2,NaN,LINDA FIELDS,200 E CHESTNUT ST,60611
+4333,30069,28,NaN,WHISPER A PRAYER,4750 W MADISON ST,60644
+4334,30070,28,NaN,G K TOPS & BOTTOMS INC,3940 W MADISON ST,60624
+4335,300751,19,775,THE WEST END TATA CHICAGO PIZZARIA AND BIG SKY...,3019 W 111TH ST 1 1,60655
+4336,300752,6,763,ROUTE 69 PALACE,808 W 69TH ST 1ST,60621
+4337,300775,39,763,MAYFAIR FOOD AND LIQUOR,5014 N PULASKI RD,60630
+4338,300822,45,NaN,ALLSTATES CREDIT REPAIR,5648 W GOODMAN ST 1ST,60630
+4339,300834,30,895 | 894,JULIA'S HAIR DESIGN,3149 N LONG AVE,60641
+4340,300838,28,NaN,WLASNY KAT,924 S BELL AVE,60612
+4341,300845,16,700 | 767,LUIS MARTINEZ & SON IRON WORKINC.,5801-17 S ASHLAND AVE,60636
+4342,300853,19,775,TACO BELL,1644 W 95TH ST,60643
+4343,300855,17,693,WASH & RELAX,1364 W 79TH ST,60620
+4344,300895,6,NaN,MARTIN L. DUMAS III,8005 S STATE ST,60619
+4345,300955,19,NaN,PEARSON RESOURCE CENTER PRC TRANSPORTATION SER...,10325 S WESTERN AVE 1,60643
+4346,30098,42,NaN,"I SIDELSKY JEWELRY & SERVICE,55 E WASHINGTON ST",703,60602
+4347,300999,12,NaN,"THE LITTLE CROWNS,3115 W 26TH ST",308/312/,60623
+4348,301102,31,775,CHAYITO GROCERY DOLLAR STORE,2659 N LARAMIE AVE,60639
+4349,30112,44,624,CLARK STREET MIDWEST STERE0,2806 - 2810 N CLARK ST 1,60657
+4350,30118,31,NaN,"R.C. TRAVEL AGENCY INC.,5006 W DIVERSEY AVE",1,60639
+4351,301200,40,NaN,KANJI INSURANCE SERVICES INC.,1742 W DEVON AVE GROUND,60660
+4352,301226,18,NaN,"DEAD SEA BEAUTY,7601 S CICERO AVE",SPC5532,60652
+4353,301243,3,NaN,2100 SOUTH PRAIRIE LLC,2100 S PRAIRIE AVE,60616
+4354,301251,32,829,VINTNER'S CELLAR WINERY OF CHICAGO,2048 W BELMONT AVE,60618
+4355,301254,9,763,GAS SHOP AND MINI MART,13547 S INDIANA AVE,60827
+4356,301266,46,NaN,Y.S. APPAREL INC,4625 N CLARK ST,60640
+4357,30128,12,NaN,PROGRESS CONSTRUCTION,2321 W 41ST ST 1ST,60609
+4358,301309,12,NaN,"CARMEN VINAS SERVICES,4100 S ASHLAND AVE",45,60609
+4359,301321,20,NaN,55TH & HALSTED CURRENCY EXCHANGE INC.,756 W GARFIELD BLVD 1ST,60609
+4360,301348,17,NaN,"KOMEH'S THOUGHTFUL TREASURES,1430 W 77TH ST",001,60620
+4361,301402,25,NaN,PROSPECTUS ART GALLERY,1210 W 18TH ST 1,60608
+4362,301442,14,NaN,HOT SALES COPORATIONS,4729 S CICERO AVE,60632
+4363,30145,25,864,THE BOHEA ASSOCIATES LTD,1857 S NORMAL AVE 1ST,60616
+4364,301478,22,NaN,MIDWAY IMPORT COMPANY,3250 S KEDZIE AVE,60623
+4365,30148,48,NaN,MENA TOURS & TRAVEL AGENCY,5209 N CLARK ST 1ST,60640
+4366,301484,48,NaN,"M&M DISTRIBUTIONS,4911 N WINTHROP AVE",414,60640
+4367,301487,50,NaN,MIDWEST ASIAN AMERICAN CENTER,2534 W DEVON AVE 2,60659
+4368,301521,38,774,7 ELEVEN,5600 W IRVING PARK RD,60634
+4369,301530,3,NaN,DAMON'S FINER ARTS LTD.,4101 S MICHIGAN AVE 2ND 215,60653
+4370,301535,42,743,HOTEL CHICAGO,333 N DEARBORN ST,60610
+4371,301564,42,NaN,"CHICAGO FUNDAMENTAL INVESTMENT PARTNERS,71 S WACKER DR",3495,60606
+4372,301593,43,NaN,LULULEMON ATHLETICA,2104 N HALSTED ST,60614
+4373,301612,27,763,MR. SHOES,3235 W CHICAGO AVE,60651
+4374,301660,45,775,PLAZA MIMI MART,5022 W LAWRENCE AVE 1,60630
+4375,301702,48,NaN,GIFT BOX,1129 W BRYN MAWR AVE,60660
+4376,301708,42,NaN,"PROGRESS CONSTRUCTION INC.,11 S LA SALLE ST",2130,60603
+4377,301773,1,NaN,AMERICAN EQUITY FINANCIAL GROUP INC.,1500 W CHICAGO AVE,60642
+4378,301812,42,NaN,LEVY FAMILY PARTNERS LLC,444 N MICHIGAN AVE 35TH 3500,60611
+4379,301830,30,NaN,NANCY'S BEAUTY SALON,5645 W DIVERSEY AVE,60639
+4380,30186,35,NaN,"COLONIAL FLORIST,3800 W MONTROSE AVE",1-B,60618
+4381,301881,6,NaN,VKB MUSIC & VARIETY SHOP,151 W 69TH ST,60621
+4382,30191,24,775,GREEN TOMATO CAFE,3750 W OGDEN AVE 1ST,60623
+4383,301962,42,NaN,PERMASTEELISA-CS,300 W ADAMS ST 3 320,60606
+4384,301968,30,NaN,GIL SEWING CORP.,3500 N KOSTNER AVE,60641
+4385,302,44,785,1000 LIQUORS / BIG CITY TAP,1000-1012 W BELMONT AVE 1ST,60657
+4386,302003,10,767 | 631,CINDY'S,9023 S COMMERCIAL AVE,60617
+4387,30201,17,829,6511 CLUB,6511 S KEDZIE AVE 1ST,60629
+4388,302020,40,NaN,GRACIE BARRA,4900 N LINCOLN AVE,60625
+4389,302036,12,NaN,"BRIAN TOYS AND MORE,4100 S ASHLAND AVE",161,60609
+4390,302066,50,NaN,SIGNCO PLUS INC.,2723 W DEVON AVE,60659
+4391,302124,18,NaN,WIRELESS 4 U,7601 S CICERO AVE,60652
+4392,302151,2,638,AFFINIA CHICAGO,166 E SUPERIOR ST,60611
+4393,302165,42,775,SAXBYS COFFEE,605 W LAKE ST,60661
+4394,302203,1,775,COALFIRE,1321 W GRAND AVE 1,60642
+4395,302207,8,NaN,LOREN CHILDREN LEARNING CENTER,2106-10 E 79TH ST,60649
+4396,302217,12,NaN,LINDA BRADLEY,4100 S ASHLAND AVE,60609
+4397,302301,42,NaN,"RS HOMES II LLC,350 W HUBBARD ST",300,60610
+4398,302308,28,NaN,T-TOWN,4042 W MADISON ST,60624
+4399,302309,18,NaN,BOTELLO LIGHTING AND ACCESORIES,2938 W COLUMBUS AVE,60652
+4400,30231,42,NaN,FULL LINE PRINTING INC,361 W CHICAGO AVE 1ST,60610
+4401,30235,42,NaN,"A & B PHOTOGRAPHY INC,650 W LAKE ST",2ND F,60661
+4402,302350,19,NaN,N NAILS,10937 S WESTERN AVE,60643
+4403,302377,39,NaN,HOME CARE MEDICAL SUPPLIES INC.,5605 N KIMBALL AVE,60659
+4404,30238,43,697,VICTORY GARDENS THEATER,2433 N LINCOLN AVE,60614
+4405,302383,25,197,AZTECATAX,2512 S BLUE ISLAND AVE 1ST,60608
+4406,302402,15,775,GO LO,2340 W 52ND ST,60609
+4407,302431,39,NaN,BEK DISTRIBUTING CO.,5324 N KEDZIE AVE 1ST B,60625
+4408,30246,29,864,A LA CARTE LINE,5610 W BLOOMINGDALE AVE,60639
+4409,302464,25,NaN,GRUPO CENTRAL DE DISCOS DE CHICAGO INC.,2490 S BLUE ISLAND AVE,60608
+4410,302490,12,NaN,JUANA PADILLA,4100 S ASHLAND AVE,60609
+4411,302496,25,814,ZOCALO RESTAURANT,1818 S PAULINA ST,60608
+4412,30251,42,NaN,"THE SAN JOSE GROUP CO.,233 N MICHIGAN AVE",2400,60601
+4413,302555,34,NaN,UNIQUE ELEGANCE BOUTIQUE,11440 S HALSTED ST,60628
+4414,302579,45,763,LARAMIE SHELL,4001 N LARAMIE AVE 1,60641
+4415,30259,47,784,"TENCAT INC,3931 N ASHLAND AVE",1,60613
+4416,302600,47,NaN,CHICAGO HOME DEVELOPMENT LLC,2122 W AGATITE AVE,60625
+4417,302650,32,NaN,DEPAUL DEVELOPMENT,1206 W NELSON ST,60657
+4418,302679,43,NaN,KICKIN',2120 N HALSTED ST 1ST,60614
+4419,30270,42,923,"FESTOS JEWELERS,5 S WABASH AVE",1,60603
+4420,302763,31,673,SANDOVAL ROOFING,5352 W DRUMMOND PL,60639
+4421,302771,45,775,SMOQUE BBQ,3800 N PULASKI RD,60641
+4422,30278,47,NaN,"SWARTZ & SONS CONSTRUCTION,2250 W LAWRENCE AVE",1ST,60625
+4423,302831,10,NaN,MG PRODUCTIONS,10425 S HOXIE AVE,60617
+4424,302881,46,743,NICK'S ON WILSON,1140 W WILSON AVE,60640
+4425,30291,22,NaN,PALETERIA PONCHO,2513 S PULASKI RD,60623
+4426,302939,42,NaN,"METRO PLACE LLC,455 E ILLINOIS ST",565,60611
+4427,30305,34,NaN,GILMORE & ASSOCIATES,10771 S PEORIA ST,60643
+4428,303093,7,NaN,CAROLYN MYERS,2951 E 81ST ST,60617
+4429,303110,39,NaN,ALPHA HOME HEALTH INC.,6225 N MILWAUKEE AVE 1ST,60646
+4430,30315,43,NaN,YOUNG' S CLEANERS,2230 N LINCOLN AVE,60614
+4431,303193,25,NaN,DOGGIE DO RIGHT-911 INC.,1041 W MADISON ST,60607
+4432,303196,3,NaN,DOWNTOWN PETS,1619 S MICHIGAN AVE,60616
+4433,3032,9,775,OLD FASHIONED DONUTS INC,11248 S MICHIGAN AVE,60628
+4434,303227,45,925,GLOBAL NETWORK SECURITY INC.,4720 W MONTROSE AVE,60641
+4435,303229,49,NaN,MARIO CORIA MORA,1739 W PRATT BLVD,60626
+4436,303290,6,NaN,"HEALTH WELLNESS & RICH INC.,400 W 76TH ST",305,60620
+4437,303300,11,NaN,CHARLES F. POWERS,600 W 35TH ST,60616
+4438,303315,17,712 | 793,SUPER AUTO SERVICE,2552 W 71ST ST 1ST,60629
+4439,303318,25,NaN,COSA'S INC.,2170 S CANALPORT AVE BSMT,60608
+4440,303356,45,775,CHICAGO'S PIZZA,4520 W IRVING PARK RD 1,60641
+4441,30336,27,864,"IDEAL PROVISION CO INC.,1240 N SEDGWICK ST",1,60610
+4442,303365,26,777,PAGE TEL CELLULAR INC.,3960 W GRAND AVE,60651
+4443,303367,10,NaN,BEST PLUS BEAUTY,9030 S COMMERCIAL AVE,60617
+4444,303383,25,NaN,PATRICK'S APPLIANCES,2135 W 21ST ST 1,60608
+4445,303436,20,NaN,"JT CONSULTING,6432 S LANGLEY AVE",C,60637
+4446,303439,16,NaN,DE LA TORRE MUFFLER AND BRAKE INC.,2834 W 59TH ST,60629
+4447,303443,10,775,DAVE'S DISCOUNT MERCHANDISE,3152 E 133RD ST,60633
+4448,303471,9,728,WALMART #5965,10900 S DOTY AVE 1ST,60628
+4449,303489,16,NaN,MARQUETTE AUTO GLASS INC.,6715 S ASHLAND AVE,60636
+4450,303498,2,704,MASSAGE BY ATON,54 W MAPLE ST,60610
+4451,303589,33,820 | 823,HAPPY KIDS LEARNING CENTER INC.,4545 N KEDZIE AVE 1ST,60625
+4452,3036,39,775,MONASTERO'S RISTORANTE,3939 W DEVON AVE 1ST,60659
+4453,303610,45,197 | 679,AGENCIA HISPANOAMERICANA,4234 N CICERO AVE,60641
+4454,303648,30,775,ADDISON & LARAMIE SHELL,5201 W ADDISON ST,60641
+4455,303671,47,NaN,120 DESIGN + BUILD LLC,2181 W WINDSOR AVE,60625
+4456,30373,42,NaN,"MESIROW ADVANCED STRATEGIES,350 N CLARK ST",1,60610
+4457,303772,31,NaN,O'REILLY AUTO PARTS #3393,2801 N CICERO AVE,60641
+4458,303781,50,775,JESSE'S MEXICAN GRLL,6950 N WESTERN AVE,60645
+4459,303823,42,NaN,COUNTRY CORN,600 E GRAND AVE,60611
+4460,30383,45,NaN,THE FENCE STORE,5927 N MILWAUKEE AVE,60646
+4461,3039,50,NaN,GLENCREST NURSING & REHAB CTR,2451 W TOUHY AVE 1ST,60645
+4462,30394,3,NaN,HILLIARD DAY CARE,2401 S WABASH AVE 1ST,60616
+4463,303984,1,NaN,FLIES COMMUNICATIONS II,2419 W NORTH AVE GROUND,60647
+4464,303997,42,NaN,"215 HOTEL DEVELOPER LLC,180 N STETSON AVE",1300,60601
+4465,304000,2,NaN,AVENUE N GUITARS LLC,1823 W NORTH AVE 1ST,60622
+4466,30401,45,929,"ORION INDUSTRIES LTD.,5170 N NORTHWEST HWY",1ST,60630
+4467,304028,36,NaN,B FRESH,6451 W DIVERSEY AVE,60707
+4468,304091,1,NaN,FREEDOM TITLE CORPORATION,1604 W AUGUSTA BLVD,60622
+4469,304118,42,NaN,"MEDIAS & REGIES AMERICA INC.,222 W MERCHANDISE MART PLZ",21,60654
+4470,30412,35,763,"K MART CORPORATION #3371,3443 W ADDISON ST",ED SM,60618
+4471,304131,45,NaN,CHICAGO SPORTS GAMES PLUS INC.,5336 N ELSTON AVE,60630
+4472,304178,32,NaN,EMERGE DEVELOPMENT,1445 W BELMONT AVE,60657
+4473,304181,36,NaN,HAPPY NAILS,5041 W FULLERTON AVE,60639
+4474,304190,27,NaN,"LEE V. MUHAMMAD,2318 W JACKSON BLVD",2B,60612
+4475,304192,41,763,THE TRAVEL OASIS,8101 W HIGGINS RD 1,60631
+4476,304204,26,NaN,"2AT,2107 W ERIE ST",2,60612
+4477,304205,49,NaN,QUEEN NAILS,7063 N CLARK ST,60626
+4478,30421,27,NaN,HARMON MOTOR SERVICE,2841 W FIFTH AVE,60612
+4479,304211,14,NaN,ROBINHOOD QUILTING PRODUCTS,4800 S RICHMOND ST 1,60632
+4480,304223,34,NaN,CONESTLY HOME INVENTORY PROFESSIONALS,12051 S BISHOP ST,60643
+4481,304275,44,NaN,"AMY L. LILLARD,701 W BUCKINGHAM PL",209,60657
+4482,3043,33,775,ALEXS HAMBURGERS,3125 W IRVING PARK RD 1ST,60618
+4483,304306,4,638,FORNETTO-MEI ON GRANT,1108 S MICHIGAN AVE,60605
+4484,304345,20,763,AZIZ FOODS,241 E 58TH ST 1,60637
+4485,304363,27,NaN,"METRO TECHNOLOGY LABORATORY LLC,348 N ASHLAND AVE",2C,60607
+4486,304389,42,NaN,HURON CONSULTING GROUP INC.,550 W VAN BUREN ST,60607
+4487,30440,36,NaN,SUPERIOR MUFFLER INC,2956 N NARRAGANSETT AVE 1ST,60634
+4488,304431,42,NaN,"PIR GROUP INC.,345 N CANAL ST",C202,60606
+4489,304471,22,911,"CRYSTAL'S BRIDAL &,XV",4047 W 26TH ST 1,60623
+4490,304495,42,775,CN DISCOUNTS INC.,55 E RANDOLPH ST PEDWAY B-9,60601
+4491,30453,27,864,"CRISTINA FOODS INC,1056 W LAKE ST",1,60607
+4492,304532,48,NaN,ADVANCE BRANDING SPECIALIST,5816 N SHERIDAN RD,60660
+4493,30454,27,929,"EAGLE MACHINE CO INC,1725 W WALNUT ST",1ST,60612
+4494,304627,4,NaN,MAKTUB DEVELOPMENT CHICAGO LLC,4554 S LAKE PARK AVE,60653
+4495,30464,23,NaN,"THE LYONS TAP,3316 W 63RD ST",1,60629
+4496,304649,43,NaN,JIM KARAS PERSONAL TRAINING LLC.,2669 N LINCOLN AVE 1,60614
+4497,304666,12,NaN,MARIA CARVAJAL,4100 S ASHLAND AVE,60609
+4498,304674,38,NaN,MASTER HAIR,3945 N AUSTIN AVE,60634
+4499,30472,36,NaN,"GREAT AUTO RACE,2200 N CICERO AVE",1ST,60639
+4500,304797,48,775,GREEN ARCH FOOD MART,5555 N BROADWAY,60640
+4501,304808,42,NaN,"VEGTER EXCAVATING,55 E MONROE ST",3450,60603
+4502,304842,46,NaN,"CD ONE PRICE CLEANERS,4855 N BROADWAY",1,60640
+4503,304865,6,724,EVENTS BY YVETTE,8452 S WABASH AVE,60619
+4504,304877,16,NaN,59TH & WESTERN CAR WASH INC.,2235-45 W 59TH ST,60636
+4505,30488,8,NaN,BRUNT BROS TRANSFER INC,1220-1222 E 75TH ST,60619
+4506,304906,42,775,DIPPIN DOTS,600 E GRAND AVE,60611
+4507,304915,16,NaN,MELBA J. MCCREA,5657 S MAY ST,60621
+4508,304924,46,956,THE WAXING ROOM,743 W IRVING PARK RD 1ST,60613
+4509,30493,47,708,IMAGES OF THE WORLD,1455 W IRVING PARK RD 1,60613
+4510,30494,12,NaN,"LITTLE TYKES PRE-SCHOOL INC.,1711 W 35TH ST",1ST F,60609
+4511,304968,30,775,DUNKIN DONUTS / BASKIN ROBINS,3801 W BELMONT AVE 1ST,60618
+4512,304969,27,NaN,WESTCOTT HOMES,1250 W AUGUSTA BLVD 1ST,60642
+4513,304985,22,NaN,CHAVA'S FASHIONS,3408 W 26TH ST 1,60623
+4514,305048,11,775,THE ORIGINAL SCOOPS CHICAGO INC.,608 W 31ST ST,60616
+4515,305085,27,NaN,ROOSEVELT ROBINSON,616 N KEDZIE AVE BASEMENT,60612
+4516,305095,26,NaN,ZOILA F. RAMIREZ,1513 N LAWNDALE AVE 1,60651
+4517,30511,47,673 | 601,CREATIVE DESIGNS BUILDERS COMPANY,4355 N RAVENSWOOD AVE,60613
+4518,305125,16,775,SEE THRU CHINESE KITCHEN,6046 S WESTERN AVE,60636
+4519,30513,19,829,OPEN OUTCRY BREWING,10934 S WESTERN AVE 1ST,60643
+4520,30515,32,895 | 894,SALONE CAPRICCIO LTD,2807 N SOUTHPORT AVE,60657
+4521,305171,23,NaN,"I I I DS GRAPHICS #2,5220 S PULASKI RD",134,60632
+4522,305195,26,NaN,A MOTHER'S TOUCH DAYCARE,1505 N PULASKI RD 1,60651
+4523,305203,39,775,TONY'S FINER FOODS ENTERPRISES INC.,4137 N ELSTON AVE,60618
+4524,305211,50,NaN,RANA'S HAIR & SPA,2140 W DEVON AVE,60659
+4525,305294,27,NaN,VINCENT CABINET SERVICE INC,451 N WOOD ST,60622
+4526,305310,12,673,LUNA HEATING & COOLING,3744 S HERMITAGE AVE,60609
+4527,30533,26,NaN,CDE APPLIANCE,3923 W NORTH AVE 1ST,60647
+4528,305333,42,NaN,KARA MANN DESIGN LLC,119 W HUBBARD ST 5 EAST,60610
+4529,305340,30,NaN,"NEIL P BARTOLEIT,3740 W CORNELIA AVE",2,60618
+4530,305379,42,NaN,"MERIDAN MEDIA GROUP INC,223 W ERIE ST",4E,60610
+4531,305388,47,712,EUROPEAN AMERICAN MOTORS LTD.,3541 N LINCOLN AVE 1,60657
+4532,305425,48,775,BROADWAY CELLARS,5900 N BROADWAY,60660
+4533,305463,29,638,CAFE VERSACE,2659-2661 N HARLEM AVE,60707
+4534,305490,31,NaN,WALDO'S $ MART,2845 N CENTRAL AVE 1,60634
+4535,305498,42,638,RUTH'S CHRIS STEAK HOUSE,431 N DEARBORN ST 1ST & 2ND,60654
+4536,305514,27,NaN,"LE DESSERT LLC,1010 N HOOKER ST",203,60622
+4537,30552,27,NaN,KRULL & ASSOCIATES,848 W EASTMAN ST 1ST 103,60622
+4538,305536,7,NaN,VALUE BEAUTY SUPPLY,2357 E 75TH ST,60649
+4539,305598,27,855,BUBBLES ACADEMY,1504 N FREMONT ST,60642
+4540,305638,27,775,"PRONTO 'ZA LLC,1234 N HALSTED ST",D,60622
+4541,305639,4,816,BCE NEXXIA CORPORATION,600 S FEDERAL ST 1 122/100,60605
+4542,305640,43,NaN,"THE VILLAGE COBBLER,908 W ARMITAGE AVE",BSMT,60614
+4543,30565,27,NaN,CINCO DE MAYO PRODUCE,1133 W LAKE ST,60607
+4544,305680,42,NaN,MAJOR LINDSEY & AFRICA LLC,1 S WACKER DR 17TH FLOOR 1750,60606
+4545,305715,31,NaN,JABER DOLLAR STORE PLUS,3760 W FULLERTON AVE 1 1,60647
+4546,305736,37,NaN,ANGEL WINGS DAYCARE INC.,5365 W NORTH AVE 1ST AND 2ND,60639
+4547,30575,28,NaN,"PLASTICREST PRODUCTS INC,4519 W HARRISON ST",1,60624
+4548,30579,29,666,HARLEM & BELMONT INC,3200 N HARLEM AVE 1ST,60634
+4549,305798,34,763,THE NEW GOLDEN FOOD BASKET INC.,12247 S HALSTED ST 1,60628
+4550,305821,31,NaN,WHEELS OF CHICAGO INC.,2641-2651 N CICERO AVE 1,60639
+4551,305826,44,NaN,PRO NAILS,914 W BELMONT AVE,60657
+4552,305841,42,NaN,KABOUTER MANAGEMENT LLC,1 E WACKER DR 25 2505,60601
+4553,305847,37,775,SAWA FOOD MART,5050 W CHICAGO AVE,60651
+4554,305855,21,775,CHICAGO CHEESE STEAK CO.,8958 S ASHLAND AVE,60620
+4555,305879,16,769,DAVID A. ANGUIANO,5936 S RICHMOND ST,60629
+4556,305916,42,708,ActiveCampaign Inc.,222 S RIVERSIDE PLZ 8 810,60606
+4557,305972,32,704,CONEXION SALON & SPA,2213 W ROSCOE ST,60618
+4558,305999,11,NaN,"RICO ENTERTAINMENT,2215 S UNION AVE",402,60616
+4559,306,13,785,TOUCH OF CLASS,6058 W 63RD ST,60638
+4560,306008,47,NaN,KUNOICHI INC.,3759 N RAVENSWOOD AVE 2 230,60613
+4561,306039,42,NaN,KAI KOTO GALLERIES INC.,161 E ERIE ST 1ST 104E,60611
+4562,30607,6,NaN,FANNIE'S BEAUTY SALON,449 E 75TH ST 1ST,60619
+4563,306081,30,NaN,JACKIE' S BEAUTY SALON,3800 W DIVERSEY AVE 1ST,60647
+4564,30611,42,775,SINGHA THAI RESTAURANT,340 N CLARK ST GROUND,60610
+4565,306119,13,673,K.N.S. HEATING COOLING INC.,6150 S NEENAH AVE 1 1,60638
+4566,306126,32,NaN,WIRELESS ADVOCATES LLC,2746 N CLYBOURN AVE,60614
+4567,30613,17,NaN,"EVANGELICAL MISSION VARIETY SH,1150 W 78TH ST",WEST,60620
+4568,306206,4,769,"STAFFORD GARRETT,4712 S DREXEL BLVD",211,60615
+4569,306209,48,NaN,SPRING AUTO SERVICE,6249 N CLARK ST 1ST,60660
+4570,306223,36,NaN,COMMUNITY TRAVEL AGENCY,6348 W GRAND AVE 1,60639
+4571,30625,38,NaN,"ROBERT SIWEK SEWERAGE & DRAINAGE INC,5343 W DAKIN ST",1,60641
+4572,306278,48,NaN,"IOTA INC.,5740 N SHERIDAN RD",18D,60660
+4573,306327,42,775,THE WIT,201 N STATE ST 1-27,60601
+4574,306416,33,NaN,Q'S WIRELESS CONCEPT III INC.,3512 W LAWRENCE AVE 1,60625
+4575,30655,47,NaN,"A & L SERVICE,4757 N ASHLAND AVE",1,60640
+4576,306632,40,638,RANALLIS,1508-1512 W BERWYN AVE,60640
+4577,306649,39,NaN,TANGRA MARTIAL ARTS,5401 W DEVON AVE,60646
+4578,306667,50,NaN,MODERN ACCOUNTING & INS INC.,6357 N FAIRFIELD AVE 1ST,60659
+4579,306683,38,NaN,UNIVERSAL REFRIGERATION HEATING & COOLING INC.,5751 W IRVING PARK RD 1,60634
+4580,306685,37,NaN,JOE'S SPORTS,5254 W NORTH AVE 1,60639
+4581,306708,12,NaN,A & J MINI MART,3269 S ARCHER AVE 1,60608
+4582,306753,26,NaN,ART METAL INC.,3931 W DICKENS AVE 1,60647
+4583,30681,25,NaN,THE BEST WASH INC.,1700 W 21ST ST 1ST,60608
+4584,306812,49,NaN,"JOEL C. BRADLEY,1351 W GREENLEAF AVE",3D,60626
+4585,306831,1,775,HABANA LIBRE,1440 W CHICAGO AVE,60642
+4586,306833,31,NaN,WILSON CONSTRUCTION,2511 N AVERS AVE,60647
+4587,306840,2,NaN,SANDI HAWK SALON,1150 N LAKE SHORE DR 1,60611
+4588,306846,39,712,KIM'S LAKE WEST AUTO CORP,4269 W MONTROSE AVE,60641
+4589,306993,9,NaN,YOUR EVERY NEED,10529 S CORLISS AVE,60628
+4590,307038,48,775,STELLA ESPRESSO COMPANY,1259 W DEVON AVE,60660
+4591,30706,20,NaN,ENGLEWOOD AUTO PARTS,620 W 59TH ST 1ST,60621
+4592,307073,3,NaN,RECORD BREAKERS LTD,2109 S STATE ST 1ST FL,60616
+4593,307085,44,775,ARGO TEA,3135 N BROADWAY,60657
+4594,307097,21,775,SUBWAY,100 W 87TH ST,60620
+4595,307119,29,763,CORCORAN GROCERY,5601 W CORCORAN PL 1,60644
+4596,307122,16,NaN,MICHELLE JONES,5938 S ARTESIAN AVE,60629
+4597,307192,50,NaN,THU HEATING & COOLING,7444 N WESTERN AVE 1ST,60645
+4598,307221,25,NaN,BETTY'S SALON,1852 S BLUE ISLAND AVE,60608
+4599,30726,42,775,"BINITA'S,332 S MICHIGAN AVE",1,60604
+4600,307318,31,737 | 724,S.V.A & DESIGN INCORPORATED,5037 W NEWPORT AVE,60641
+4601,307392,25,775,WING LEE CO,2246 S WENTWORTH AVE,60616
+4602,307406,46,NaN,ROBBY'S COMMUNICATIONS,1126 W WILSON AVE 1,60640
+4603,307423,39,720,WINDOW TO THE WORLD COMMUNICATIONS INC.,5400 N ST LOUIS AVE,60625
+4604,307431,2,NaN,"SHIRLEY Q. ADAIR,30 W CHICAGO AVE",1908,60610
+4605,307448,38,NaN,6311 W. BELMONT LLC,8206 W BELMONT AVE 1,60634
+4606,307577,26,NaN,ELADIO'S CONSTRUCTION SERVICES INCORPORATED,1606 N HARDING AVE,60647
+4607,307595,6,775,HOE TOY RESTAURANT NO. 2 INC.,439 E 79TH ST,60619
+4608,307616,31,774,Superior Wines and Spirits,3030 N CENTRAL AVE,60634
+4609,307659,39,NaN,UGLY HOOKAH CAFE,3413-3417 W BRYN MAWR AVE 1ST,60659
+4610,307681,6,NaN,ELITE FOOTBALL PREPERATION,7554 S ST LAWRENCE AVE,60619
+4611,307692,27,775,SUGA RAY'S SPORTS GRILL,3813-3815 W CHICAGO AVE,60651
+4612,30770,6,NaN,"APPEAL FOR CHARITIES/GOODWILL,50 W 71ST ST",LOWER,60621
+4613,30772,14,711,"TED'S TRUCK BODY & TRAILER SVC,4601 S TRIPP AVE",1ST,60632
+4614,307789,18,NaN,TIMOTHY'S,3458 W 79TH ST 1ST FLOOR 1,60652
+4615,3078,25,775,URUAPAN,1725 W 18TH ST 1ST,60608
+4616,307814,2,784,HAPPY VILLAGE CORP.,1057-1059 N WOLCOTT AVE 1,60622
+4617,307895,31,NaN,SAMANTHA'S #2 FURNITURE,4712 W DIVERSEY AVE 1 1,60639
+4618,307952,21,775,DOLLAR & DRAPERY MART,1015 W 87TH ST 1,60620
+4619,307958,42,NaN,PINNACLE CRYSTAL CLEANERS,21 E HURON ST 1,60611
+4620,307965,6,NaN,"SELECT CONSTRUCTION SERVICES INC.,200 E 75TH ST",B25,60619
+4621,308005,15,NaN,"KENYATTE L. MORGAN,1744 W 64TH ST",2,60636
+4622,308026,18,775,ULTRA FOODS,3250 W 87TH ST 1,60652
+4623,308027,48,NaN,7 DAYS A WEEK LANDSCAPING,1040 W GRANVILLE AVE,60660
+4624,30806,9,NaN,MOTHER & DAUGHTER BEAUTY BOX,235 E 115TH ST,60628
+4625,308112,47,NaN,"COOL HAND LUKE,4427 N SEELEY AVE",306,60625
+4626,308123,38,NaN,4GETMENOT INC.,5539 W MONTROSE AVE 1,60641
+4627,308124,50,NaN,"SUPERIOR CLEANING SERVICES,7113 N WESTERN AVE",2E,60645
+4628,308137,49,763,KIM'S CORNER FOOD,1371 W ESTES AVE,60626
+4629,30815,50,NaN,"NATHAN PHARMACY,6420 N CALIFORNIA AVE",1ST,60645
+4630,30816,39,NaN,"WILMETTE SCREW PRODUCTS INC,4428",-04432 N ELSTON AVE 1ST,60630
+4631,308168,7,NaN,NASUN BROWN,7804 S BURNHAM AVE,60649
+4632,308215,42,NaN,"TBA GLOBAL LLC,142 E ONTARIO ST",15,60611
+4633,308227,23,NaN,ZEKE'S SONIK MUSIC CORPORATION,5220 S PULASKI RD 1,60632
+4634,308319,5,NaN,"KC CARE INC.,1525 E 53RD ST",932,60615
+4635,30834,48,904,U'N JOY,1125 W GRANVILLE AVE 1ST,60660
+4636,3084,32,775,ECUADOR RESTAURANT INC,2923 W DIVERSEY AVE 1ST,60647
+4637,30840,26,NaN,DILEO WOODWORKINGINC,3421 W POTOMAC AVE 1ST,60651
+4638,308417,35,829,240 CAFE & LOUNGE,3948 W LAWRENCE AVE 1,60625
+4639,30850,25,666,"TONY'S BP,1004 S DESPLAINES ST",1ST,60607
+4640,308520,18,823 | 822,LORDANCHILD CHRISTIAN DAY CARE INC.,3344 W 79TH ST 1,60652
+4641,308525,28,775,ADAMS MINI MARKET INC.,146 S KILDARE AVE 1,60624
+4642,308554,22,NaN,IMELDA ARIAS,2702 S ST LOUIS AVE 2,60623
+4643,308555,42,NaN,LAKE POINT MARKET,505 N LAKE SHORE DR 1ST,60611
+4644,308562,33,NaN,ODIN TATU,3313 W IRVING PARK RD 1,60618
+4645,308574,27,NaN,DAVID BARTON GYM,600 W CHICAGO AVE,60610
+4646,308575,42,775,"HAMPTON INN,22 W MONROE ST",4-21,60603
+4647,308576,27,NaN,TSA RENOVATION,2567 W WASHINGTON BLVD 2,60612
+4648,30858,27,NaN,CHICAGO IRON WORKS,439 N WESTERN AVE 1ST,60612
+4649,30859,45,902,J & C SHEET METAL CO INC,5679 N NORTHWEST HWY,60646
+4650,308590,23,NaN,"CENTRO NATURISTA,5220 S PULASKI RD",C7,60632
+4651,3086,23,775,OBBIES PIZZA,6654 W ARCHER AVE 1ST,60638
+4652,308614,42,922,T-MOBILE,50 E RANDOLPH ST 1,60601
+4653,308627,39,NaN,NANO'S HAIR & DAY SPAC INC.,5339 W DEVON AVE,60646
+4654,308670,9,775,JENNIFER'S GROCERY,249 E 115TH ST,60628
+4655,308740,7,NaN,REESE'S H.V.A.C.- SERVICE,8029 S ESCANABA AVE,60617
+4656,308742,6,829,PRESIDENTS' LOUNGE,653 E 75TH ST 1ST,60619
+4657,308775,27,910,Weinberg/Newton Gallery,688 N MILWAUKEE AVE 1 101/102,60642
+4658,308790,44,775,BALADOCHE,2905 N CLARK ST,60657
+4659,30880,25,NaN,MAYDALI,2201 W 21ST PL 1ST,60608
+4660,308852,12,NaN,CARNAVAL PARTY STORE,2446 S KEDZIE AVE STOREFRONT,60623
+4661,308874,33,NaN,"USA FOOD SAFETY PROGRAMS INCORPORATED,4934 N KEDZIE AVE",109,60625
+4662,308899,7,NaN,CHICAGO RENTAL SOLUTIONS LLC,2904 E 79TH ST 1,60649
+4663,308952,36,NaN,CHICAGO URBAN INVESTORS LLC,6560 W DIVERSEY AVE 3RD 302D,60707
+4664,308966,42,942,RICOBENE'S,200 S COLUMBUS DR,60603
+4665,309012,20,763,MB FOODS,623 E 67TH ST 1,60637
+4666,30905,5,NaN,"J.I.D. GENERAL CONTRACTING CO.,5481 S RIDGEWOOD CT",1,60615
+4667,309091,42,775,EMBASSY SUITES,600 N STATE ST 1-11,60610
+4668,30911,39,711,JW AUTO SERVICE INC,6116 N MILWAUKEE AVE,60646
+4669,309117,15,724,KING TOURS,5600 S SEELEY AVE 1ST,60636
+4670,309134,16,NaN,GATEWAY NEWSTAND,6315 S ASHLAND AVE 1,60636
+4671,309140,49,NaN,LA-BONITA FOOD MART INC.,6761 N CLARK ST 1,60626
+4672,30917,50,923,RAJ JEWELS OF LONDON,2652 W DEVON AVE GROUND,60659
+4673,309201,34,NaN,EDUCATIONAL BASKETBALL ACADEMYLLC,1255 W 108TH PL,60643
+4674,30922,27,NaN,"COMPLETE LIGHTING & SUPPLY INC,1900 W HUBBARD ST",1ST,60622
+4675,309220,11,NaN,ELDERLUXE LLC.,1130 W 37TH ST 1 1,60609
+4676,309226,8,NaN,K&G MENS COMPANY #708,7540 S STONY ISLAND AVE 1,60649
+4677,309237,14,864,"A 1 BEVERAGE INC.,4433 S SPRINGFIELD AVE",102,60632
+4678,309275,18,NaN,R & G LANDSCAPING,7959 S KEELER AVE,60652
+4679,309290,26,763,DIVISION MOBIL,2805 W DIVISION ST,60622
+4680,3093,38,775,PETES PIZZA NO 2,5847 W MONTROSE AVE,60634
+4681,309300,47,NaN,"BIG CAMERAS CHICAGO,3759 N RAVENSWOOD AVE",131,60613
+4682,30933,19,NaN,"BARON'S SHOES,3101 W 111TH ST",1,60655
+4683,309363,42,NaN,ALERI INC.,180 N STETSON AVE,60601
+4684,309422,32,770,"BENGAALEYAH BUCKLEY,3150 N RACINE AVE",405,60657
+4685,309470,30,NaN,LISET A. MUNOZ,2720 N MASON AVE 1,60639
+4686,309473,46,197,"INSUREONE,4851 N BROADWAY",1ST,60640
+4687,309483,29,775,IL GIARDINO DEL DOLCE INC,2855-2859 N HARLEM AVE,60707
+4688,309521,27,864,GOOSE ISLAND BEER COMPANY,1800 W FULTON ST,60612
+4689,309529,44,775,ADESSO,3332 N BROADWAY,60657
+4690,309587,18,NaN,123 HAIR SALON LLC,3949 W 83RD PL,60652
+4691,309595,24,NaN,SUNSHINE COIN LAUNDRY,3932 W CERMAK RD,60623
+4692,30966,11,NaN,I. SACHS SON INC,637 W ROOSEVELT RD,60607
+4693,309703,12,NaN,"AGUSTIN C. AGUILAR,4100 S ASHLAND AVE",61,60609
+4694,309736,50,NaN,TAZA B.B.Q. INC.,2729 W DEVON AVE,60659
+4695,30974,26,829,STEVE'S SPORTS BAR & LOUNGE IN,3524 W NORTH AVE GROUND,60647
+4696,309774,12,NaN,"CAROLINA SALGADO,4100 S ASHLAND AVE",782,60609
+4697,309803,25,648,MADISON CLEANERS,1159 W MADISON ST,60607
+4698,30990,26,NaN,M.B.B. ENTERPRISES OF CHICAGO INC.,3352 W GRAND AVE 1ST & 2ND,60651
+4699,30997,45,NaN,GRAF BASEBALL CARD CO.,5754 N MILWAUKEE AVE,60646
+4700,310124,23,NaN,"TINAS TOYS,5220 S PULASKI RD",68-69-70,60632
+4701,310129,30,763,SHELL,5549 W DIVERSEY AVE 1,60639
+4702,310142,12,NaN,"PEDRO MARTINEZ,4100 S ASHLAND AVE",50,60609
+4703,310173,12,NaN,"RAYMUNDO,4100 S ASHLAND AVE",4,60609
+4704,310181,12,NaN,"DE LA ROSA,4100 S ASHLAND AVE",85,60609
+4705,310182,28,601,L&R DEVELOPERS,120 S HAMLIN BLVD 1,60624
+4706,310192,27,NaN,MONTESSORI ACADEMY OF CHICAGO I LLC,1335 W RANDOLPH ST 1,60607
+4707,310241,4,770,"JOSEPH T. VALLIER JR.III,400 E 33RD ST",2214,60616
+4708,310257,18,NaN,URBAN ENGINEERING CONSULTANTS LLC,2251 W 79TH ST 1,60620
+4709,31028,44,NaN,"PHILIP JAMES LTD,710 W DIVERSEY PKWY",1,60614
+4710,310285,12,NaN,SOFIA LOPEZ,4100 S ASHLAND AVE,60609
+4711,310291,15,763,CITY FOOD,6059 S WOLCOTT AVE 1,60636
+4712,3103,18,775,MISS MUFFET RESTAURANT INC,7859 S WESTERN AVE,60620
+4713,31031,45,763,FOREMOST LIQUOR CENTER,5301 N MILWAUKEE AVE 1ST,60630
+4714,310318,10,NaN,F & J LANDSCAPING,10540 S CALHOUN AVE,60617
+4715,310321,42,NaN,"TAYLOR MEYER ASSOCIATES LLC,1 N FRANKLIN ST",1680,60606
+4716,310354,27,763,WASHINGTON FOOD MART INC.,2100 W WASHINGTON BLVD 1,60612
+4717,310355,15,NaN,IVONE'S HAIR SALON,4602 S ASHLAND AVE 1,60609
+4718,310363,19,624,GAME CHAMPIONS,2355 W 111TH ST,60643
+4719,310365,12,NaN,DOMINGO GARCIA,4100 S ASHLAND AVE,60609
+4720,310399,32,638,JACK AND GINGERS,2048 W ARMITAGE AVE 1,60647
+4721,310448,24,NaN,NEW BEGINING CONSTRUCTION,4002 W GRENSHAW ST,60624
+4722,310473,2,NaN,MYOFFICE,2136 W DIVISION ST 1,60622
+4723,310491,44,717,FIREFLY INC,3400 N HALSTED ST,60657
+4724,310517,9,775,BLAZIN STEAK & LEMONADE,409 E 103RD ST,60628
+4725,310548,26,NaN,VITER HEATING & COOLING COMPANY,2617 W IOWA ST 2,60622
+4726,310555,11,704,HONG KONG SPA AND MASSAGE CLINIC INC.,3043 S ARCHER AVE 1,60608
+4727,310576,24,NaN,JIMMY FOOD INC.,4132 W 16TH ST,60623
+4728,31059,27,711 | 818,GERBER AUTO COLLISON,1060-1062 W HURON ST,60642
+4729,310603,26,NaN,"10/2/10 - 10/3/10,Design Harvest",2000 W GRAND AVE,60612
+4730,310613,34,NaN,CEDENO GRAPHICS STUDIO INC.,820 W 120TH ST,60643
+4731,310622,47,NaN,"TWIN BEAUTY SALON,5002 N BROADWAY",1,60640
+4732,31065,18,NaN,TOPLINE AUTOMOTIVE,8200 S HOYNE AVE 1ST,60620
+4733,310653,27,775,SUBWAY #23983,1529 N WELLS ST,60610
+4734,310659,19,NaN,THE BRANCH FAMILY INSTITUTE,11111 S WESTERN AVE 1ST,60643
+4735,310662,3,775,FISH & CHICKEN HOUSE,219 E 47TH ST 1,60653
+4736,310664,2,NaN,"HOLLISTER STORE #564,845 N MICHIGAN AVE",7060,60611
+4737,310715,22,814,Circo Hermanos Vazquez,4400 W 26TH ST,60623
+4738,31075,42,NaN,"MARGOT NUSSBAUM,350 N ORLEANS ST",1351,60654
+4739,310784,42,676,THE GWEN,520 N MICHIGAN AVE 5-17,60611
+4740,310792,8,770,ALEXANDER CHATMAN,7954 S INGLESIDE AVE,60619
+4741,3108,46,775,PIZZA FACTORY INC,4443 N SHERIDAN RD,60640
+4742,310841,40,NaN,T-MOBILE CONTINENTAL 1,5358 N CLARK ST 1ST,60640
+4743,31086,26,197,ESP TAX SERVICE,3421 W NORTH AVE 1ST,60647
+4744,310952,31,NaN,NORMA'S LATEST FASHION,4709 W BELMONT AVE 1 E,60641
+4745,31097,31,829,"J & T LIQUORS INC,3016 N LARAMIE AVE",1ST,60641
+4746,310976,42,NaN,MISSION MEASUREMENT LLC,1 N LA SALLE ST 5TH,60602
+4747,310993,14,NaN,"JTR TOWING,5133 S SACRAMENTO AVE",001,60632
+4748,311000,3,NaN,FREDDY AUTO REPAIR,4301 - 4311 S PRINCETON AVE 1ST,60609
+4749,311010,6,NaN,GILEAD BEHAVIORAL HEALTH INC.,132 E 79TH ST 1,60619
+4750,311067,2,NaN,SHURE PRODUCTS INC.,2129 W NORTH AVE,60647
+4751,311090,19,894,DINO'S SUPER CLIPS,10659 S PULASKI RD 1,60655
+4752,311103,27,630,WESTEND BAR & GRILL,1326-1328 W MADISON ST 1,60607
+4753,311123,42,775,DA LOBSTA RIVER NORTH,416 N CLARK ST,60654
+4754,31114,49,NaN,MC CARTHY SELF STORAGE,2219 W HOWARD ST,60645
+4755,311227,42,NaN,HOSKINS INVESTMENT MANAGEMENT INC.,410 W GRAND AVE 1,60610
+4756,311245,42,NaN,PAULHASTINGSJANOFSKY & WALKERLLP,191 N WACKER DR 30,60606
+4757,311390,17,775,"CHINA CITY,6940 S ASHLAND AVE",D,60636
+4758,311391,47,NaN,STAR CONSTRUCTION & REMODELING INC.,4846 N OAKLEY AVE 1,60625
+4759,311415,20,NaN,G NAILS,6614 S COTTAGE GROVE AVE 1ST,60637
+4760,311422,4,648,"PRINTERS SQUARE CLEANERS,700 S FEDERAL ST",135,60605
+4761,31145,21,NaN,"WMC SUPER FLY AUTO SERVICE,8437 S HALSTED ST",1,60620
+4762,31149,26,NaN,"TAYLOR CENTER FOR NEW EXPERIENCES,1633 N HAMLIN AVE",1 ST,60647
+4763,311498,12,814,Gaby's Pizza & Grill,2700 S ROCKWELL ST,60608
+4764,31152,35,NaN,"MASTERSHIP CONSTRUCTION,3818 W MONTROSE AVE",1ST,60618
+4765,311544,14,NaN,HONDA CITY,4843 S PULASKI RD 1ST,60632
+4766,31159,1,NaN,"THERMO REFRIGERATION,1930 N SAWYER AVE",1,60647
+4767,31162,17,NaN,"MID CITY AUTO AUCTION SALES,7641 S ASHLAND AVE",1ST,60620
+4768,311652,16,NaN,KONFFETTY CANDY STORE,2551 W 59TH ST 1 FRONT,60629
+4769,311654,9,NaN,A B FASHIONS,11525 S MICHIGAN AVE,60628
+4770,311682,45,NaN,SPRINT STORE BY MSM,4800 W IRVING PARK RD 1,60641
+4771,311700,26,NaN,KOMODA,2559 W CHICAGO AVE 1ST,60622
+4772,311704,50,NaN,INDO PAK FOODS & ELEGANT PHOTOGRAPHY,6406-08 N ROCKWELL ST 1,60645
+4773,311706,22,942,La Bomba Restaurant,2600 S KOSTNER AVE,60623
+4774,31171,42,NaN,BROOKS SHOE SERVICE,29 E MADISON ST 6TH 610,60602
+4775,311722,36,NaN,MID-CITY TRUCK DRIVING ACADEMY INC.,6740 W BELMONT AVE,60634
+4776,311749,45,NaN,ELLE SPA INSTITUTE,4054 N MILWAUKEE AVE 1ST,60641
+4777,311792,8,NaN,PREMIER STORAGE SOLUTIONS,1040 E 87TH ST 1,60619
+4778,311796,35,NaN,METRO CITY REAL ESTATE,2878 N MILWAUKEE AVE 2ND 2,60618
+4779,311799,47,904,"MARGUERITE GARDENS INC.,5059 N CLARK ST",1,60640
+4780,311816,26,NaN,JORGE DELGADO,4114 W NORTH AVE 3,60639
+4781,31185,12,NaN,CHICAGO STYLE JORDAN ENTERPRISE,4100 S ASHLAND AVE 1ST,60609
+4782,311869,14,NaN,LION,4433 S SPRINGFIELD AVE 1 E,60632
+4783,311873,12,NaN,JUAN CARLOS CASTELLANOS,4100 S ASHLAND AVE 1,60609
+4784,31189,42,NaN,"JANATTA FURNITURE CO,222 W MERCHANDISE MART PLZ",1625,60654
+4785,311899,42,NaN,GREGORY LAKA AND COMPANY CHICAGO,105 W ADAMS ST 13 1350,60603
+4786,311927,40,NaN,KEIM FURS INC.,1820 W FOSTER AVE 1ST,60640
+4787,311965,2,NaN,LIFE IS PINK IS LIFE BY VICTORIA'S SECRET (1551),845 N MICHIGAN AVE 4TH 420,60611
+4788,311988,12,NaN,"FRANCISCO SANCHEZ,4100 S ASHLAND AVE",497,60609
+4789,311996,42,NaN,BUYTECH.COM,230 W MONROE ST 3RD 350,60606
+4790,312040,14,NaN,PIOTROWSKI MD S.C.,5912 S ARCHER AVE 1ST,60638
+4791,31209,47,NaN,"INTL EYEWEAR BOUTIQUE,2237 W IRVING PARK RD",1ST,60618
+4792,312104,42,775,STEAK EXPRESS & FRIES,100 W RANDOLPH ST LOWER LEVEL 12B,60601
+4793,312106,22,NaN,VICTOR BARBER SHOP & BEAUTY SALON,2701 S PULASKI RD 1,60623
+4794,312113,4,775,HAROLD'S FRIED CHICKEN,4355 S COTTAGE GROVE AVE 1,60653
+4795,312160,18,NaN,CHICAGO COMMERCIAL INSTALLATION,7736 S CLAREMONT AVE,60620
+4796,312163,45,NaN,REAL MORTGAGE CORPORATION,4065 N ELSTON AVE 1ST FLOOR,60618
+4797,312172,6,NaN,JACKSON HEWITT TAX SERVICE,724 E 87TH ST 1,60619
+4798,312197,43,NaN,HUDSON PARKER MORTGAGE GROUP INC,2523 N HALSTED ST 1,60614
+4799,3122,8,775,NATURE'S WAY HEALTH STORE,8504 S STONY ISLAND AVE,60617
+4800,312275,34,824,LITTLE GENIUS COMMUNITY DAYCARE II,1000 W 103RD ST 1ST & 2ND,60643
+4801,312278,26,NaN,"AUGUSTA HAND CAR WASH,2509-11 W AUGUSTA BLVD",1,60622
+4802,31236,27,864,"RICH SCHAEFFER WHOLESALE MEAT,230 N PEORIA ST",1,60607
+4803,31239,19,NaN,"RARE HAIR,10313 S WESTERN AVE",1ST,60643
+4804,3124,42,775,MCDONALDS,405 N WABASH AVE,60611
+4805,31249,4,NaN,FEWER BOILER INC,4333 S COTTAGE GROVE AVE,60653
+4806,312507,50,NaN,RIDGEVIEW REHAB & NURSING CENTER,6450 N RIDGE BLVD,60626
+4807,312508,5,NaN,MYMANTRA INC.,6835 S CORNELL AVE 2 2N,60649
+4808,312554,1,NaN,GLOBAL SCREEN AND PAD PRINTING,1608 N WASHTENAW AVE 1,60647
+4809,312557,42,638,GINO'S EAST PIZZERIA,633 N WELLS ST 1,60610
+4810,312584,14,NaN,BUILDERS CUSTOM MILLWORK & CLOSETS INC,4337 S KILDARE BLVD,60632
+4811,312593,28,NaN,WEST AUSTIN DEVELOPMENT CENTER,4920 W MADISON ST 1,60644
+4812,312608,42,703,Brandtrust Inc.,444 N MICHIGAN AVE 3100,60611
+4813,31262,25,NaN,"AMY'S,1925 W 21ST ST",FIRST,60608
+4814,312667,40,638,KASPER'S,5155 N LINCOLN AVE 1ST,60625
+4815,312676,29,NaN,KEN ROBINSON & ASSOCIATES,5963 W MADISON ST 1ST,60644
+4816,3127,42,763,WELLS STREET DELI INC,700 N WELLS ST,60610
+4817,312712,41,NaN,MORREALE PUBLIC AFFAIRS GROUP INC.,8770 W BRYN MAWR AVE 13TH 1300,60631
+4818,312719,30,NaN,GALLEGOS WELDING & REPAIR INC.,2545 N AUSTIN AVE,60639
+4819,312725,45,775,DUNKIN DONUTS,4245 N MILWAUKEE AVE 1,60641
+4820,31273,30,925,RICHARDS BUILDING SUPPLY,4550 W BELMONT AVE 1ST AND 2ND,60641
+4821,312731,50,NaN,AMERICAN FAMILY PRIDE,2719 W TOUHY AVE,60645
+4822,31274,18,NaN,COMMONWEALTH EDISON CO,7601 S LAWNDALE AVE 1ST,60652
+4823,312827,42,775,FRIENDS SUSHI,710 N RUSH ST 1,60611
+4824,31283,49,624,"CHICAGO GOLD GALLERY,1236 W DEVON AVE",1,60660
+4825,312832,32,735,THE KID'S TABLE,2864 N LINCOLN AVE 1ST,60657
+4826,31284,25,864,OLYMPIC FREIGHTWAYS,1801 W 31ST PL 1ST,60608
+4827,312849,27,NaN,IB SOURCE INC.,346 N JUSTINE ST 3 302,60607
+4828,312920,25,NaN,REYNA'S GROCERY,1801 W 17TH ST 1,60608
+4829,31296,27,NaN,CASA SANCHEZ Y ASOCIADOS,1248 W CHICAGO AVE,60642
+4830,312979,40,666,DEVON SHELL,6346 N CLARK ST 1,60660
+4831,312985,42,NaN,HURON RUSH HOTEL LLC,350 W HURON ST 3RD 300,60610
+4832,313009,32,NaN,RIO JIU JITSU ACADEMY LLC,1673 N WESTERN AVE 1ST FLOOR 1,60647
+4833,313032,25,NaN,"JONES REALTY COMPANY,329 W 18TH ST",413,60616
+4834,31304,25,NaN,"HENNIG,GASKET & SEALS INC,2350 W CULLERTON ST",1,60608
+4835,313045,1,NaN,BUCKTOWN EMBROIDERY,2114 N WESTERN AVE 1,60647
+4836,31312,47,775,"LASCHET'S INN,2119 W IRVING PARK RD",1,60618
+4837,313132,11,NaN,C & L HOUSEWARES & GIFTS,3419 S HALSTED ST 1,60608
+4838,31319,41,775,"EFIE'S CANTEEN INC,11601 W TOUHY AVE",TAXI/,60666
+4839,313191,30,NaN,GONFRED & ALSO INC.,6010 W FULLERTON AVE 1,60639
+4840,313229,41,NaN,STANISLAW GRABALA,5341 N DELPHIA AVE 3 3E,60656
+4841,313231,27,602,MICHAEL DEL PIERO GOOD DESIGN,428 N WOLCOTT AVE 1-2,60622
+4842,31324,21,NaN,Three Sisters Boutique,1206 W 82ND ST,60620
+4843,313245,2,NaN,MKS MANAGEMENT INC,200 E WALTON PL 1ST 4,60611
+4844,313294,40,775,BRYN MAWR & KEDZIE BP,5547 N KEDZIE AVE,60625
+4845,313316,1,NaN,RAVENSWOOD EQUITIES LLC,1710 N WESTERN AVE,60647
+4846,313337,2,NaN,PIPER'S ALLEY,1608 N WELLS ST 1,60614
+4847,31334,25,NaN,UNIRR,1620 W 18TH ST 2ND,60608
+4848,313341,10,NaN,BUBBLELAND,9108 S COMMERCIAL AVE STOREFRONT 1,60617
+4849,313354,3,775,PAPPY'S TOCOS,250 W 47TH ST,60609
+4850,313409,45,NaN,ILLINOIS NAILS,5910 W LAWRENCE AVE 1,60630
+4851,313430,49,NaN,ROGERS PARK VINTAGE MANAGEMENT LLC,1443 W JARVIS AVE 1ST 1,60626
+4852,313440,20,NaN,SAMS GAS,5101 S HALSTED ST,60609
+4853,31345,42,NaN,CREATIVE MARKETING COMM,980 N MICHIGAN AVE # 1400,60611
+4854,313471,33,NaN,MONTROSE-KIMBALL FINANCIAL CENTER INC.,3354 W MONTROSE AVE 1ST 1,60618
+4855,313557,21,763,SUTTON OPARE,8058 S RACINE AVE,60620
+4856,313561,11,NaN,TOPSPEED AUTOSPORT,2879 S ARCHER AVE 1,60608
+4857,313571,29,NaN,GREAT CLIPS,1807 N HARLEM AVE,60707
+4858,313641,42,638,HILTON GARDEN INN - CHICAGO,10 E GRAND AVE 1 12-25,60611
+4859,313658,14,NaN,MY QUINCE WORLD,4854 S PULASKI RD 1 1,60632
+4860,313667,35,775,DRAKE QUICK MART,3524 W MONTROSE AVE STOREFRONT 1ST,60618
+4861,313687,27,864,"JOHN R. MORREALE INC,820 W FULTON MARKET",123 & 4,60607
+4862,313709,14,904 | 895 | 894,EXCEPTIONAL HAIR SALON,3002 W 59TH ST 1ST B,60629
+4863,313787,43,NaN,"BELDEN CLEANERS,2300 N LINCOLN PARK WEST",BASEMENT A2,60614
+4864,31379,45,NaN,CUT- TO- SIZE,5540 N LONG AVE 1ST,60630
+4865,313828,50,NaN,PAUL M. MATSUSHIMA,2092 W ESTES AVE,60645
+4866,313864,42,NaN,GERARDS PERSONAL CHEF LLC,200 N JEFFERSON ST 15 1506,60661
+4867,313865,42,NaN,SULLIVAN REPORTING CO.,2 N LA SALLE ST 16 1615,60602
+4868,313877,11,NaN,TREJO'S IRON WORKS INC.,3701 S ASHLAND AVE 1ST,60609
+4869,31390,33,NaN,FLORAL BAZAAR,2960 W BELMONT AVE 1ST,60618
+4870,313933,29,NaN,ISIS HAIR SALON,5812 W NORTH AVE,60639
+4871,313979,1,NaN,PINKY NAIL STUDIO,1624 W DIVISION ST 1,60622
+4872,314004,9,NaN,DOLLAR & UP STORE,425 E 111TH ST 1ST,60628
+4873,314023,5,775,BONJOUR BAKERY,1550 E 55TH ST,60615
+4874,314092,43,NaN,K. AMATO DESIGNS,1229 W DIVERSEY PKWY,60614
+4875,314114,42,NaN,INTEGRYS ENERGY GROUP INC.,130 E RANDOLPH ST 18TH 1800,60601
+4876,314119,12,763,SHELL,3501 S DAMEN AVE,60609
+4877,314139,21,NaN,AB APARTMENT RENTAL SERVICES,8613 S ASHLAND AVE 1,60620
+4878,314141,11,NaN,AMIBERICA INC.,3701 S ASHLAND AVE 1 & 2 & 3 1,60609
+4879,314151,42,NaN,"BIOVERDA US HOLDINGS LLC,1 S DEARBORN ST",800,60603
+4880,314183,49,NaN,MIKE'S NEIGHBORHOOD GROCERIES,1744 W ESTES AVE 1,60626
+4881,314228,2,775,ETTA,1840-1842 W NORTH AVE 1,60622
+4882,31423,48,NaN,"ZIRLIN INTERIORS INC,5540 N BROADWAY",1ST,60640
+4883,314243,2,NaN,"MIDAN MARKETING,1529 W ARMITAGE AVE",202,60622
+4884,314279,25,NaN,Kiosk Operations #7967,1101 W JACKSON BLVD 1,60607
+4885,314381,4,NaN,SPIN CYCLE,1400 E 47TH DR,60653
+4886,31443,47,NaN,GREEN BRIAR PHARMACY,4345 N WESTERN AVE,60618
+4887,314459,12,NaN,"PARAISO ELECTRONICO,4100 S ASHLAND AVE",86-89,60609
+4888,314484,14,NaN,BAUTISTA CONCRETE INC.,3052 W 54TH PL 1ST FLOOR 1,60632
+4889,3145,39,NaN,ALLENDORFER ROOFING CO INC,4623 N PULASKI RD,60630
+4890,314514,42,NaN,TRUSTWAVE HOLDINGS INC,70 W MADISON ST 467 600,60602
+4891,314515,16,775,SUBWAY,6230 S ASHLAND AVE 1,60636
+4892,314540,25,NaN,REY'S WATER & SEWER INC.,2022 S LOOMIS ST 2,60608
+4893,314576,36,929,TOP LINE FENCE COMPANY,2130 N CICERO AVE 1,60639
+4894,314654,27,NaN,H2O NAIL AND SPA,865 N LARRABEE ST 1,60610
+4895,314687,42,775,HAMPTON INN AND HOMEWOOD SUITES CHICAGODOWNTOW...,150-160 E HURON ST,60611
+4896,314785,1,775,MEXIQUE,1529 W CHICAGO AVE,60642
+4897,314795,40,724,PATERNOGROUP LLC,5346 N ASHLAND AVE BASEMENT 1ST,60640
+4898,31480,44,829,SHEFFIELD BEER & WINE GARDEN,3256-3258 N SHEFFIELD AVE 1,60657
+4899,314839,37,NaN,HIGH EFFICIENCY PROFESSIONAL ABATEMENT INC.,4501 W CORTEZ ST 1ST 1,60651
+4900,314890,42,638,"SALSERIA GRILL & CANTINA,233 S WACKER DR",2,60606
+4901,314944,11,NaN,FRANCONELLO'S RESTAURANT,1301 S HALSTED ST 1,60607
+4902,31496,39,NaN,M GOTTLIEB ASSOCIATES INC,6009 N MILWAUKEE AVE,60646
+4903,314992,42,814,Mediterrean Cuisine /Thai Wild Ginger,50 W WASHINGTON ST,60602
+4904,31500,14,NaN,"TROY TAP INC.,4600 S TROY ST",1,60632
+4905,31503,19,NaN,"QUICKPRINT,3752 W 111TH ST",1,60655
+4906,315107,14,775,DUNKIN DONUTS,4453 S ARCHER AVE 1,60632
+4907,315124,2,NaN,REGUS MANAGEMENT GROUP LLC.,875 N MICHIGAN AVE 31ST,60611
+4908,31516,15,781,BAMBI,2051 W 47TH ST 1ST,60609
+4909,315199,42,NaN,U.S. MESSENGER,77 W WACKER DR BASEMENT,60601
+4910,315215,47,724,THRED PARTNERS,3625 N SEELEY AVE,60618
+4911,315275,42,NaN,MANAGEMENT ZONEINC.,630 N STATE ST 22 2205,60610
+4912,315324,42,717,SOUTH LOOP WINE CELLAR,50 W WASHINGTON ST,60602
+4913,315360,27,NaN,METALCO INC.,700 N GREEN ST 3 306,60642
+4914,315422,2,NaN,DELAWARE PLACE MRI LLC,33 W DELAWARE PL 1ST 1,60610
+4915,315429,25,NaN,COLOR ME HAIR SALON,1011 W 18TH ST 1ST FLOOR 1,60608
+4916,315430,42,638,D4 IRISH PUB & CAFE,345 E OHIO ST 1,60611
+4917,315470,12,NaN,SALEH SALES,4100 S ASHLAND AVE 1ST 841,60609
+4918,315472,42,NaN,ASTON ASSET MANAGEMENT LLC,120 N LA SALLE ST 25TH FLOOR 2500,60602
+4919,315491,45,NaN,G & G KRAFTBUILD INC.,5417 N MOODY AVE,60630
+4920,315522,3,648,HAPPY CLEANERS II,1600 S INDIANA AVE 1ST,60616
+4921,315535,20,NaN,CHRISTIAN FIELDS STYLE BAR,6550 S COTTAGE GROVE AVE 1ST,60637
+4922,315574,1,NaN,S&R HOME IMPROVEMENT,1756 W HURON ST 1ST FLOOR 1ST,60622
+4923,315594,35,NaN,NUEVO ESTILO BEAUTY SALON,2350 N PULASKI RD,60639
+4924,31561,46,720,HOWARD BROWN HEALTH CENTER,4025 N SHERIDAN RD,60613
+4925,31563,26,NaN,VIVA,2516 W DIVISION ST 1 #,60622
+4926,315644,31,775,SNACK INNOVATION,2655 N LARAMIE AVE 1ST,60639
+4927,315678,18,NaN,ALESSANDRA BRIDAL & TUXEDO,8337 S PULASKI RD 1,60652
+4928,315679,12,796,PALETERIA AZTECA #2,3119 W CERMAK RD 1ST CART 26,60623
+4929,3157,25,864,STRUBE CELERY & VEG. CO,2404 S WOLCOTT AVE,60608
+4930,315728,25,943,BENNY'S PIZZA,1200 W 18TH ST,60608
+4931,31574,10,NaN,ULTRANIC SERVICES INC,9500 S YATES AVE 1ST,60617
+4932,31580,11,NaN,"VANEK BROTHERS TRUCKING CO,3920 S LOOMIS ST",1ST,60609
+4933,31581,28,NaN,"BUY & FLY,3944 W MADISON ST",1,60624
+4934,31582,43,NaN,PARAMOUNT HOMES,2731 N LINCOLN AVE,60614
+4935,31586,44,NaN,"CLEANED IN THE USA INC,949 W WELLINGTON AVE",1ST,60657
+4936,315884,47,638,O'SHAUGHNESSY'S PUBLIC HOUSE,4557 N RAVENSWOOD AVE 1,60640
+4937,315904,15,NaN,FREDERICK L. JAMES,6612 S WINCHESTER AVE,60636
+4938,315918,3,NaN,CAROL A. BURNETT,4747 S DR MARTIN LUTHER KING JR DR 9 902,60615
+4939,315924,37,775,MARATHON,5335 W CHICAGO AVE 1ST,60651
+4940,315925,7,763,AMSTAR FUEL & MINI MART,8903 S SOUTH CHICAGO AVE 1ST,60617
+4941,315973,31,775,SUBWAY,4640 W DIVERSEY AVE 1 A,60639
+4942,315989,27,NaN,THE STONE AND METAL GROUP LLC,1242 W WASHINGTON BLVD,60607
+4943,31602,37,NaN,PEREZ NICOLASA & NICOLAS PEREZ,4545 W DIVISION ST 1ST,60651
+4944,316036,38,NaN,DAREX HEATING & COOLING INC.,3800 N NORDICA AVE 2ND,60634
+4945,316091,40,NaN,BELLA'S LAUNDRY,5602 N CLARK ST,60660
+4946,31610,38,NaN,LORETTA M MATHEIS,4455 N LINDER AVE 2ND,60630
+4947,316101,9,NaN,LFB DRYWALL & COMPANY,342 E 116TH ST,60628
+4948,316104,6,763,SAMBO'S,7059 S INDIANA AVE 1,60637
+4949,316131,50,763,ALNAHREIN MEAT INC.,3046 W DEVON AVE 1ST 1,60659
+4950,316149,41,NaN,LOVING HANDS HOSPICE INC.,6535 N OLMSTED AVE 1ST 150,60631
+4951,31616,43,784,PASTA CUCINA,2461 N LINCOLN AVE,60614
+4952,316166,28,NaN,DANGIOS FINE ART INC.,3050 W TAYLOR ST 1ST,60612
+4953,316194,16,763,PREMIUM FOOD & LIQUOR,2432-2434 W 63RD ST 1,60629
+4954,3162,27,864,AMITY PACKING CO INC,210 N GREEN ST,60607
+4955,316203,35,775,PUNTA CANA RESTAURANT INC.,2200 N KIMBALL AVE 1 1,60647
+4956,316277,41,NaN,"GROUND SERVICES INTERNATIONAL INCORPORATED,11601 W TOUHY AVE",TERM 5,60666
+4957,31629,15,NaN,EL NOCHESLENZE INC.,4622 S WESTERN AVE 1ST,60609
+4958,316442,37,NaN,MIDWEST WOODWORKING INC.,1961 N LATROBE AVE 1ST 1,60639
+4959,316443,33,804,"SUNDAY DINNER,3361 N ELSTON AVE",1S,60618
+4960,316459,25,703,STEFANI PREMIUM FOOD PRODUCTS LLC,1033 W VAN BUREN ST 5TH,60607
+4961,316466,8,NaN,"DEDICATED LOGISTICS,INC.",1550 E 98TH PL 1ST,60628
+4962,316472,41,NaN,BUILDING REAL ESTATE & INVESTMENT CORP,7243 W TOUHY AVE 2ND,60631
+4963,316510,11,NaN,NG FAMILY MARTIAL ARTS,2515 S ARCHER AVE 1ST,60608
+4964,316538,27,NaN,STRUCTURE MANAGEMENT MIDWEST,908 N HALSTED ST 1,60622
+4965,316575,28,NaN,HENRY GENERAL MERCHANDISE,1118 S WESTERN AVE 1ST,60612
+4966,316586,42,NaN,"RYAN PARTNERSHIP INC,325 N LA SALLE ST",775,60610
+4967,3166,11,864,GREAT WESTERN BEEF CO,4044 S HALSTED ST,60609
+4968,316605,47,767,Savvy Seconds Inc.,1748 W LAWRENCE AVE 1ST,60640
+4969,31664,32,829,LEMMINGS,1850 N DAMEN AVE 1ST,60647
+4970,316674,42,NaN,INTERIOR INVESTMENTS L.L.C.,205 W WACKER DR 17 1700,60606
+4971,316697,36,NaN,MULTI SERVICE INC.,5409 W ADDISON ST,60641
+4972,316733,21,724,L & O EXPRESS COURIER,9613 S YALE AVE,60628
+4973,316765,11,NaN,T & B LTD.,4450 S MORGAN ST 1,60609
+4974,31680,36,NaN,JAMES D ECKERLING ANTIQUES,6324 W EDDY ST,60634
+4975,316824,36,NaN,C&E DISABILITY REPRESENTATIVE INC.,4501 W ARMITAGE AVE 1 1,60639
+4976,316879,12,814,Antonia Alcorchas,2700 S ROCKWELL ST,60608
+4977,3169,26,774,EDDIE & SON FOOD &LIQ.,3624 W NORTH AVE,60647
+4978,316916,11,775,PLEASANT HOUSE PUB,2119 S HALSTED ST BSMT & 1ST FLOOR,60608
+4979,317002,42,638,LASALLE POWER CO. / HEART AND SOUL,500 N LA SALLE DR,60610
+4980,317017,6,NaN,ROSEBUD CREATIONS,448 E 75TH ST 1ST,60619
+4981,317067,42,NaN,CRISJON FINE JEWELRY INC.,5 S WABASH AVE 13TH 1312,60603
+4982,317082,42,775,CRUNCH FITNESS,38 E GRAND AVE BSMT LWR LVL,60611
+4983,317178,9,NaN,KHADIJAH AL-NURRIDIN,139 E 115TH ST,60628
+4984,317184,48,NaN,"BRIAN V. COOVER,6161 N WINTHROP AVE",401,60660
+4985,317197,2,NaN,BEST PRICE CLEANERS,1212 N WELLS ST 1,60610
+4986,317211,49,814,Los Portales,6900 N GLENWOOD AVE,60626
+4987,31723,38,NaN,GALLERY OF HAIR INC,6500 W IRVING PARK RD 1ST,60634
+4988,317256,29,NaN,TAMIKA MOORE,5318 W HARRISON ST,60644
+4989,31726,7,NaN,KENYATTA'S DAYCARE,2334 E 75TH ST,60649
+4990,317264,23,775,ARCHER SHELL,6434 W ARCHER AVE 1ST,60638
+4991,317321,48,NaN,"BEE TATTOO INC.,5149 N BROADWAY",1ST,60640
+4992,317348,43,942,CHURCH OF THE THREE CROSSES,333 W WISCONSIN ST,60614
+4993,317356,26,829,TRIER LAD'S INC.,4010 W ARMITAGE AVE,60639
+4994,317369,36,763,BELMONT SHELL,6400 W BELMONT AVE,60634
+4995,31737,45,NaN,GRYZIK ROOFING,5462 N ELSTON AVE 1ST,60630
+4996,317381,42,676,HOLIDAY INN EXPRESS MAG MILE CASS,640 N WABASH AVE 1-16,60611
+4997,317384,42,737,GC CONSULTING LLC,120 W MADISON ST 3 310,60602
+4998,31749,44,NaN,#1 GYM,3055 N SHEFFIELD AVE 1ST,60657
+4999,317511,33,NaN,HEARTBASEINC.,3723 N ELSTON AVE 1 1N,60618
+5000,317537,48,724,"AMY TRAGER,5552 N BROADWAY",3RD 3R,60640
+5001,317551,42,638,LAMADIA - ART OF PIZZA LOVE OF WINE,59 W GRAND AVE,60610
+5002,317556,32,724,BIG PICTURE MARKETING INC.,2146 N CLAREMONT AVE 2,60647
+5003,317586,44,NaN,CERULEAN I,3657 N SOUTHPORT AVE,60613
+5004,31759,8,NaN,"D SCOTT & ASSOCIATES,1043 E 95TH ST",1,60619
+5005,317632,42,720,THE CHICAGO SCHOLARS FOUNDATION,55 E JACKSON BLVD 10TH 1010,60604
+5006,317658,36,775,DUNKIN DONUTS BASKIN ROBBINS,5050 W GRAND AVE 1ST,60639
+5007,31769,2,775,25 DEGREES,736 N CLARK ST,60610
+5008,317719,45,895,NAIL EXPERTS,4841 N MILWAUKEE AVE 1ST,60630
+5009,317725,26,617,EXPRESS BOARD UP SERVICE INC.,3801 W NORTH AVE 1,60647
+5010,317731,3,NaN,"CORDELL D. BREWER SR.,4214 S MICHIGAN AVE",1,60653
+5011,317827,25,673,ATHENA DESIGN GROUP,1882 S NORMAL AVE 2,60616
+5012,317861,5,NaN,6/5/10 - 6/6/10 COMMUNITY ART FAIR,5700 S KENWOOD AVE,60637
+5013,317868,49,775,"LOYOLA FOOD,MART INC.",1200 W LOYOLA AVE 1ST,60626
+5014,317904,27,723,8/24/13 - 8/25/13 Randolph Street Market,1350 W WASHINGTON BLVD,60607
+5015,317926,12,NaN,"SARAI'S SILVER JEWELRY,4100 S ASHLAND AVE",#205-206,60609
+5016,31799,4,NaN,BASIA HAIR DESIGN AND SPA,720 S MICHIGAN AVE 1ST,60605
+5017,318,43,638,KINGSTON MINES,2548-2550 N HALSTED ST,60614
+5018,3180,35,NaN,ELSTON AUTO REBUILDERS INC,3809 N ELSTON AVE,60618
+5019,318009,39,814,Schmeisser Meats & Sausage,4550 W LELAND AVE,60630
+5020,318014,42,775,SUBWAY,150 N MICHIGAN AVE 1,60601
+5021,318030,42,814,LEE CONCESSIONS,500 S COLUMBUS DR,60605
+5022,318032,42,814,Suzie's Fun Foods,711 W MONROE ST,60661
+5023,318034,43,814,Greek Delights,2400 N LINCOLN AVE,60614
+5024,318042,23,NaN,MARIA DE JESUS ANTONIO,3503 W 65TH PL,60629
+5025,318063,44,814,Chicago Classics,3600 N SHEFFIELD AVE,60613
+5026,318064,5,942,Gourmet Delights,5631 S KIMBARK AVE,60637
+5027,318094,37,NaN,CABINET SHOP,4242 W DIVISION ST 1ST,60651
+5028,3181,27,814,STAR OF SIAM,1501 W RANDOLPH ST,60607
+5029,318118,4,723,ARTWORKS CHICAGO,3801-3857 S DR MARTIN LUTHER KING JR DR,60653
+5030,31813,2,NaN,PLANNED PARENTHOOD/CHICAGO AREA,1152 N MILWAUKEE AVE,60642
+5031,318164,31,NaN,VERA'S HOUSE CLEANING SERVICE,2846 N LOTUS AVE BASEMENT,60641
+5032,318193,28,781,SUBWAY 47512,1014 S WESTERN AVE 1 G,60612
+5033,318232,23,NaN,TACTICAL HELP,5635 W 55TH ST 2,60638
+5034,31824,35,713,"J C AUTOMOTIVE SOUNDS/ALARMS,3725 W FULLERTON AVE",1,60647
+5035,318257,8,602,AGORA COMMUNITY SERVICES CORPORATION NFP,1831 E 79TH ST,60649
+5036,318259,14,NaN,CAR CARE,5103 S ARCHER AVE 1,60632
+5037,318294,42,904,AMERICA'S BEST CONTACTS & EYEGLASSES,214 S WABASH AVE 1,60604
+5038,318309,2,775,LA BROCHETTE RESTAURANT,1401 N ASHLAND AVE,60622
+5039,31836,32,NaN,LINDA CRUZ,2437 N SAWYER AVE 1ST,60647
+5040,31837,27,NaN,MILLER'S EUREKA INC,2121 W HUBBARD ST 1ST,60612
+5041,31839,19,673,"SAMANCO CONSTRUCTION LTD,11109 S ST LOUIS AVE",1ST,60655
+5042,31856,9,NaN,MBA,9122 S MICHIGAN AVE 1ST,60619
+5043,31864,42,894,"OTERO'S BARBER & SPA,21 S CLARK ST",L LVL,60603
+5044,3187,44,NaN,SPORTS AUTHORITY,3134 N CLARK ST,60657
+5045,318776,15,814,Janice Jemison,1600 W 47TH ST,60609
+5046,318790,20,814,Teresa Marcial,6300 S HALSTED ST,60621
+5047,318818,25,708,Urban GIS Inc.,1143 W RUNDELL PL 3 301,60607
+5048,318924,42,NaN,LOU BERES & ASSOCIATES INC.,444 N MICHIGAN AVE 7 710,60611
+5049,3190,25,775,CARNICERIA MARIBEL INC,1801 W CERMAK RD,60608
+5050,319024,16,774,EXTRA VALUE FOOD & LIQUOR,6257 S ASHLAND AVE 1,60636
+5051,319156,42,NaN,PLUS ONE HOLDINGS,71 S WACKER DR 2ND,60606
+5052,31923,14,NaN,ACE PLATING CO,3433 W 48TH PL 1ST,60632
+5053,319254,42,NaN,"PRESTIGE STAFFING,105 W ADAMS ST",1410,60603
+5054,319267,42,638,900 HOTEL VENTURE LLC / DBA FOUR SEASONS HOTE...,120 E DELAWARE PL 1,60611
+5055,319268,2,NaN,RITZ- CARLTON WATER TOWER,160 E PEARSON ST 12,60611
+5056,319269,46,763,BEST BUY FOOD MART,3934 N SHERIDAN RD 1ST,60613
+5057,319389,48,NaN,BDO REMIT,5845 N CLARK ST 1ST,60660
+5058,319400,2,942,ANNUCIATION GREEK ORTHODOX CHURCH,1017 N LA SALLE DR,60610
+5059,319410,43,638,THE KENNISON,1800 N LINCOLN AVE 1,60614
+5060,319445,16,666,CITGO,5901 S ASHLAND AVE 1ST,60636
+5061,319539,39,NaN,BRAINY BOULEVARD DAYCARE,3342 W BRYN MAWR AVE 1ST FLOOR 1,60659
+5062,319554,30,712,AA TEMPO AUTO INC.,3429-3431 N PULASKI RD 1ST,60641
+5063,319598,27,NaN,FLOWERPETAL.COM,2140 W FULTON ST 1 I,60612
+5064,31960,49,NaN,DUKE'S HIDEAWAY,6920 N GLENWOOD AVE 1ST,60626
+5065,31964,14,NaN,EVE & VIC CLEANING SERVICES INC.,5770 S ARCHER AVE 1ST,60638
+5066,319723,25,814,Baba Pita,1800 S LOOMIS ST,60608
+5067,31980,45,823,FAIRYLAND NURSERY SCHOOL INC,4350 N MILWAUKEE AVE 1ST,60641
+5068,31982,50,774,J.J. PEPPERS FOOD STORE #1,6740 N RIDGE BLVD 1ST,60626
+5069,319822,11,NaN,ZAP PROPS,3611 S LOOMIS PL,60609
+5070,319841,43,814,Bo's Concessions,2500 N LINCOLN AVE,60614
+5071,319842,6,894,STEPHA AFRICAN HAIR BRAIDING,347 E 79TH ST 1ST,60619
+5072,319886,42,635,JACOBSON EXECUTIVE SEARCH,30 W MONROE ST 15TH,60603
+5073,3199,43,829,RED LION PUB,2446 N LINCOLN AVE 1,60614
+5074,319959,48,NaN,"USA MART INC,5949 N BROADWAY",1ST,60660
+5075,319960,50,NaN,CLEANERS WAREHOUSE,7300 N WESTERN AVE 1ST,60645
+5076,320,30,NaN,BELFORD TAVERN INC,3200 N PULASKI RD,60641
+5077,32001,42,732,T. N. DONNELLY AND COMPANY,29 E MADISON ST 18TH,60602
+5078,320022,12,NaN,FRESH KICKZ,3346-3348 W 26TH ST 1ST,60623
+5079,320040,27,814,Bombay Station,1501 W RANDOLPH ST,60607
+5080,320067,30,NaN,CUENCAMEX,3642 W BELMONT AVE 1,60618
+5081,320092,42,NaN,955 GRAND ADVENTURES LLC,209 W OHIO ST,60610
+5082,320095,11,864,MIDWEST FOOD SERVICES CORP,1001 W 45TH ST,60609
+5083,320104,27,NaN,KING AUTO REPAIR & BODY SHOP,2120 W LAKE ST,60612
+5084,320109,4,NaN,ALTASTAFF LLC,53 W JACKSON BLVD 10 1028,60604
+5085,32011,11,NaN,UNICHEM CORPORATION,1201 W 37TH ST 1ST,60609
+5086,320118,4,NaN,NORTH KENWOOD DAY CARE CENTER,516-518 E 43RD ST 1ST,60653
+5087,32016,36,NaN,"LINCOLN TOWING SERVICE,4601 W ARMITAGE AVE",1ST,60639
+5088,320174,48,NaN,"NEW BRYN MAWR ""L"" CURRENCY EXCHANGE INC.,5605 N BROADWAY",1ST FLOOR 1,60660
+5089,320205,4,775,SAM'S WINES & SPIRITS,1147-1157 S WABASH AVE 1,60605
+5090,32025,42,NaN,RODRIGUEZ AND ASSOCIATES INC.,65 E WACKER DR 15TH 1501,60601
+5091,32033,19,NaN,"PAPER & MORE INC.,1805",-01809 W 95TH ST 1ST,60643
+5092,320366,3,NaN,JOHN HOWELL,1830 S CALUMET AVE 1 F,60616
+5093,320371,21,775,LOVE DEM RIBS,9044 S ASHLAND AVE 1ST,60620
+5094,320378,12,814,Raymond Enriquez Booths 1 & 2,2700 S ROCKWELL ST,60608
+5095,320401,1,NaN,HALLOWEEN U.S.A.,2606 N ELSTON AVE 1ST,60647
+5096,32042,49,769,"MAMADOU GUEYE,1634 W NORTH SHORE AVE",3,60626
+5097,320436,20,NaN,ADLE ABDEL UMAR,4801 S LOOMIS BLVD 2ND FLOOR 2,60609
+5098,320509,42,775,AMALFI HOTEL,20 W KINZIE ST 1-6,60610
+5099,320537,42,NaN,"HFR ASSET MANAGEMENT LLC.,10 S RIVERSIDE PLZ",700,60606
+5100,320569,2,NaN,33 CLEANERS,33 W DELAWARE PL 1,60610
+5101,320575,7,NaN,GERALDINE Mc CLINTON,10106 S HOXIE AVE 1ST,60617
+5102,320608,42,NaN,ASSOCIATION FORUM OF CHICAGOLAND,10 S RIVERSIDE PLZ 8TH 800,60606
+5103,32063,29,NaN,ANNABELLA,3320 N HARLEM AVE 1ST,60634
+5104,320683,4,911,USED TO LOVE HER,427 S DEARBORN ST 1,60605
+5105,320685,25,NaN,EL ALAMO,2053-57 W 18TH ST 1,60608
+5106,32071,44,NaN,GIBSON COUTURE CLEANERS INC,3432 N SOUTHPORT AVE 1ST,60657
+5107,32073,40,785,JACKHAMMER,6406 N CLARK ST 1ST,60626
+5108,320774,16,775,MARATHON FOOD MART,6124 S ASHLAND AVE 1,60636
+5109,32078,42,703,ASHCRAFT RESEARCH,333 N MICHIGAN AVE 6TH 601,60601
+5110,320810,14,814,SAINT RICHARD PARISH KITCHEN,5030 S KOSTNER AVE,60632
+5111,320845,29,NaN,W.E.D. TAX & ACCOUNTING SERVICES INC.,5629 W MADISON ST 1ST FLOOR 1,60644
+5112,32088,37,NaN,WESTSIDE HOLISTIC FAMILY CTR,4909 W DIVISION ST 1ST,60651
+5113,320889,45,NaN,LAMISTAR TECHNOLOGY CORP,4962 N MILWAUKEE AVE 1ST C1,60630
+5114,32093,8,NaN,D & J CAR CARE CORPORATION,8701 S COTTAGE GROVE AVE 1ST,60619
+5115,32101,42,638,MACY'S,111 N STATE ST,60602
+5116,32108,31,NaN,MARGOLIN SHOES,2701 N KILDARE AVE,60639
+5117,321105,19,774,7-ELEVEN #33920A,3152 W 111TH ST,60655
+5118,321118,46,895,"CHICAGO NAILS & SPA,4547 N BROADWAY",1ST,60640
+5119,321150,45,929,SLIDEMATICS PRODUCTS CO.,4520 W ADDISON ST 1,60641
+5120,321251,42,NaN,C. R. I. DEVELOPMENT,520 N KINGSBURY ST 34 3401,60654
+5121,32126,40,NaN,JUNIOR DENTAL LABORTORY,2408 W ARDMORE AVE 1ST,60659
+5122,32129,31,NaN,CONTINENTAL WINDOW & GLASS,4311 W BELMONT AVE 1ST,60641
+5123,321311,33,775,MARKELLOS BAKERY,3520 W LAWRENCE AVE 1,60625
+5124,321342,24,NaN,16TH ST FOOD MART,3614 W 16TH ST 1ST,60623
+5125,32147,38,NaN,BARBARA'S SALON,8301 W IRVING PARK RD,60634
+5126,321524,16,NaN,ROSALES HEATING & AIR,5724 S MOZART ST 1,60629
+5127,321539,44,NaN,"SKINSTINCT,3343 N BROADWAY",1ST,60657
+5128,32156,40,NaN,HAIR NEWS,5792 N LINCOLN AVE 1ST,60659
+5129,321569,2,904,COSMOPROF,2121 N CLYBOURN AVE 1ST,60614
+5130,321571,27,NaN,1ST STOP FASHION INC,3745 W CHICAGO AVE 1ST,60651
+5131,321580,10,814,"PETE JOHNS,(BOOTH 2 )",11128 S AVENUE G,60617
+5132,32171,30,NaN,PRISM OPTICS INC,3594 N MILWAUKEE AVE 1ST,60641
+5133,321753,27,NaN,Source and Design Inc.,1821 W HUBBARD ST 3 303,60622
+5134,321761,47,724,AZAMBA CONSULTING GROUP,2148 W CUYLER AVE,60618
+5135,321803,2,904,BELLA BRIDESMAID,1 E DELAWARE PL 2ND 200,60611
+5136,321804,37,929 | 708 | 602,HABITAT SURFACES & EDGES,4835 W GRAND AVE 1ST,60639
+5137,321898,21,NaN,DANA BEAUTY SUPPLY,8147 S RACINE AVE 1ST B,60620
+5138,321903,6,NaN,CANIK'S,225 E 79TH ST 1ST,60619
+5139,321915,21,775,SUBWAY,9518 S HALSTED ST 1ST,60628
+5140,321927,20,NaN,TOO AGE GRACEFULLY L.L.C.,6437 S YALE AVE 1ST 1,60621
+5141,321942,42,NaN,THE HALLSTAR COMPANY,120 S RIVERSIDE PLZ 16TH 1620,60606
+5142,321952,33,NaN,VISCERAL DANCE CHICAGO,2820 N ELSTON AVE 1ST,60618
+5143,322012,42,NaN,CONTINENTAL MANAGEMENT CONSULTING,505 N LAKE SHORE DR 54 5409,60611
+5144,322028,39,724,TEXTILE CLEANING SYSTEM,4990 N KILPATRICK AVE 1ST,60630
+5145,322043,25,NaN,PAULA RAMIREZ,2224 W 21ST ST 1ST FLOOR 1ST,60608
+5146,322075,29,775,FILIPPO CAFE CORP.,2749 N HARLEM AVE,60707
+5147,32208,11,NaN,CHICAGO GLASS CO INC,733 W 47TH ST 1ST,60609
+5148,322106,3,775,LIANG'S KITCHEN,2109 S WABASH AVE 1 G,60616
+5149,322115,41,NaN,9/25/11 Kelly Miller Circus,5900 N NINA AVE,60631
+5150,322128,20,774,NEW KENWOOD FOOD & LIQUOR INC.,5859 S HALSTED ST 1,60621
+5151,322138,39,775,NEW BANPOJUNG INC.,3450 W FOSTER AVE 1ST,60625
+5152,32228,45,NaN,FANTASTIC LETTERING,5644 W LAWRENCE AVE 1ST,60630
+5153,322313,40,784,THE BRIXTON,5420 N CLARK ST 1 & 2,60640
+5154,322319,42,703,DATASSENTIAL RESEARCH,18 S MICHIGAN AVE 9TH,60603
+5155,322383,14,NaN,MICRO-TECHNOLOGIES INC.,4628 S KEDZIE AVE 1ST,60632
+5156,322396,9,NaN,BP CELLULAR INC.,8701 S STATE ST 1ST,60619
+5157,322399,42,638,INTERCONTINENTAL HOTEL CHICAGO,505 N MICHIGAN AVE,60611
+5158,322420,47,NaN,EAST-WEST INTEGRATED MEDICINE,4101 N WESTERN AVE 1ST,60618
+5159,322449,45,763,7 - ELEVEN,5789 N MILWAUKEE AVE 1,60646
+5160,322479,42,NaN,TABLE XI PARTNERS LLC,328 S JEFFERSON ST 6TH 670,60661
+5161,32248,8,NaN,INSTITUTE OF POSITIVE EDUCATION,7823 S ELLIS AVE 1ST,60619
+5162,32249,26,NaN,PRONTO PRINTING SERV,4152 W NORTH AVE 1ST,60639
+5163,322493,42,638,BLACKSTONE HOTEL,636-638 S MICHIGAN AVE,60605
+5164,322543,2,NaN,4415-23 N. CLARK LLC,1361 W FULLERTON AVE 1ST,60614
+5165,322569,43,NaN,ARGOS MULTILINGUAL INC.,1634 N CLEVELAND AVE 1ST,60614
+5166,322576,22,NaN,MIMI FASHION,3554 W 26TH ST 1ST,60623
+5167,322622,16,775,BIRRIERIA Y TAQUERIA LOPEZ,2705 W 59TH ST 1ST,60629
+5168,322676,6,NaN,FOREVER FOCUS PHOTOGRAPHY,8207 S STATE ST 1 1,60619
+5169,3227,11,774,ALL STAR FOOD & LIQUORS,2911-2919 S ARCHER AVE,60608
+5170,322714,49,775,GOOD TO GO JAMAICAN CUISINE LLC,1945-1947 W HOWARD ST 1,60626
+5171,32273,14,NaN,HAIR SHOCK,5200 S ARCHER AVE 1ST,60632
+5172,322744,37,NaN,C N A,4545 W DIVISION ST 1,60651
+5173,322754,21,NaN,VIRLENE MOORE,315 W 97TH ST 1ST,60628
+5174,322762,23,NaN,SHOE HOSPITAL INC.,5700 S CICERO AVE CONCOURSE B S.A.R.,60638
+5175,322797,3,724,Windy City Media Group Windy City Times,1900 S PRAIRIE AVE FIRST,60616
+5176,322809,12,743,CHICAGO INDOOR SPORTS LLC,3900 S ASHLAND AVE,60609
+5177,322810,42,676,401 NORTH WABASH AVENUE HOTEL CONDOMINIUM ASSO...,401 N WABASH AVE 1-27,60611
+5178,322818,41,895,KARMA TALENT & ENTERTAINMENT,8430 W BRYN MAWR AVE 1ST 100,60631
+5179,322821,23,NaN,"VILLA ARTE,3635 W 63RD ST",E,60629
+5180,32285,44,NaN,CHICAGO HONDA AUTHORITY,2825 N SHEFFIELD AVE # 1,60657
+5181,322858,25,NaN,KF PUBLISHING COMPANY GROUP USA,2143 S CHINA PL 2ND B,60616
+5182,322913,8,NaN,METRO SELF STORAGE,1001 E 87TH ST,60619
+5183,322923,26,724,MODERN PET,524 N OAKLEY BLVD 3,60612
+5184,322982,42,601,SOURCE WORKS DEVELOPMENT LLC,345 N CANAL ST 3RD 301,60606
+5185,323,42,775,RON OF JAPAN INC,230 E ONTARIO ST,60611
+5186,323026,27,NaN,RIVERWEST FITNESS STUDIO LLC,664-666 W HUBBARD ST 2ND,60654
+5187,323069,48,NaN,TEVO T. HOWARD,6166 N SHERIDAN RD 12TH 12E,60660
+5188,3231,8,775,KUDUS HEALTH FOOD STORE,8513 S COTTAGE GROVE AVE 1ST,60619
+5189,32311,30,NaN,"National College of Naprapathic Medicine,3330 N MILWAUKEE AVE",1,60641
+5190,323155,16,638,LA CHAPARRITA DE CHICAGO #2,5957 S KEDZIE AVE 1,60629
+5191,323169,3,775,NICKY'S IN-N-OUT,4240 S WENTWORTH AVE 1,60609
+5192,32321,39,NaN,GUARDIAN GRAPHICS LTD,4636 W LAWRENCE AVE 1ST,60630
+5193,32326,46,823,GAN SHALOM (TEMPLE SHOLOM) OF,3480 N LAKE SHORE DR 1ST,60657
+5194,32331,30,638,AVONDALE MUSIC HALL,3336-3342 N MILWAUKEE AVE 1ST,60641
+5195,323367,22,NaN,ROADLINK USA MIDWEST LLC,4201 W 36TH ST 4TH,60632
+5196,323372,27,NaN,RON N. MARK,1404 N LA SALLE DR GARDEN,60610
+5197,323406,37,775,MARGIE'S BEEF,1334 N CICERO AVE 1ST FLOOR 1,60651
+5198,323414,45,NaN,Assemblage Ltd,5681 N NORTHWEST HWY 1,60646
+5199,323429,42,648,WHITE LOTUS CLEANERS,291 N UNION AVE 1ST FLOOR 1,60661
+5200,32350,50,NaN,"RENDELL,SALES CO,3621 W DEVON AVE",1,60659
+5201,323541,16,NaN,ONE LIVE LOVE & WEAR LLC,631 W 61ST PL 1ST,60621
+5202,323544,27,NaN,HARMONY SALON,212 N CARPENTER ST 1ST A1 & 2,60607
+5203,323554,22,NaN,H-N IRON WORKS FENCE,4147 W OGDEN AVE 1ST,60623
+5204,323558,20,NaN,J-BEES,4746 S ASHLAND AVE 1ST,60609
+5205,323560,18,NaN,JUST 4 KIDS,7601 S CICERO AVE 1ST 1426,60652
+5206,32357,46,NaN,"LEWIS PITZELE,4250 N MARINE DR",2433,60613
+5207,323608,43,NaN,GALT BABY,1901 N CLYBOURN AVE 1ST,60614
+5208,323658,8,763,JEFFERY DOLLAR PLUS & MORE,8643 - 8645 S COTTAGE GROVE AVE 1ST FLOOR 1,60619
+5209,323679,39,NaN,LUV SPORTS INC.,5860 N PULASKI RD 1,60646
+5210,323692,28,NaN,MISSION DESIGN STUDIOS,2147 W BOWLER ST 1ST,60612
+5211,323727,48,NaN,ALEN ILIC INC.,4950 N MARINE DR 8 807,60640
+5212,323730,7,NaN,SUDZONE,1653 E 71ST ST 1,60649
+5213,323746,26,NaN,MUNICIPAL LAUNDRY INC.,2559 W DIVISION ST 1ST,60622
+5214,323767,12,814,JUANITAS MEXICAN FOOD,2700 S ROCKWELL ST,60608
+5215,323815,26,NaN,DEEPLINE,825 N CALIFORNIA AVE 1,60622
+5216,323839,16,NaN,ALVAREZ CONSTRUCTION,5257 S ASHLAND AVE 1ST,60609
+5217,32389,8,NaN,H TURNER CO,1043 E 95TH ST 1ST,60619
+5218,323898,16,763,WESTERN FOOD MART INC.,6500-6504 S WESTERN AVE 1,60636
+5219,323958,33,850,ALTARIFI TRAVEL,4506 N KEDZIE AVE,60625
+5220,323968,19,602,CHICAGO'S PULSE CPR TRAINING INC,3215-3219 W 111TH ST,60655
+5221,323988,48,638,BIG JONES,5347 N CLARK ST,60640
+5222,32399,12,NaN,LA TAPATIA INC,2729 W CERMAK RD 1ST,60608
+5223,323990,12,NaN,A DAY & NIGHT HEATING & AIR CONDITIONING,3461 S ARCHER AVE 1ST,60608
+5224,324,47,774,J R FOOD AND LIQUORS,3356 N PAULINA ST,60657
+5225,324034,12,NaN,GENIO'S SPORTS,3109 W CERMAK RD,60623
+5226,324035,28,864,MEXICOL ENTERPRISES,2444 W 16TH ST 4,60608
+5227,324047,27,NaN,SPARROWS HARDWARE,3259 W CHICAGO AVE 1,60651
+5228,324057,20,775,HAROLDS CHICKEN #2,6419 S COTTAGE GROVE AVE,60637
+5229,32409,42,NaN,"THE PARADIGM GROUPLTD.,233 S WACKER DR",9700,60606
+5230,324114,14,NaN,RECALL TOTAL INFORMATION MANAGEMENT INC.,4242 W ANN LURIE PL,60632
+5231,324122,13,NaN,ACE PLUMBING & SEWER INC.,5801 S MCVICKER AVE 1ST,60638
+5232,324134,27,NaN,DIVLAWN GROCERIES,3659 W DIVISION ST 1,60651
+5233,324157,8,NaN,PEARL'S CLASSY RESALE OUTLET,8112 S COTTAGE GROVE AVE 1,60619
+5234,324181,13,894,DIVINE'S SALON,6715 S PULASKI RD 1 1,60629
+5235,32423,25,NaN,VENTURA ENTERPRISES INC.,1925 S WESTERN AVE 1 1,60608
+5236,324249,2,720,GIRLS ON THE RUN CHICAGO,1643 N MILWAUKEE AVE 2 2,60647
+5237,324277,26,NaN,BOOKS PLUS PUBLICATION,2546 W DIVISION ST,60622
+5238,324299,34,NaN,IMANI CHILDRENS ACADEMY INC.,11443 S HALSTED ST 1ST,60628
+5239,324325,2,855,LAZ PARKING CHICAGO,1118 N STATE ST,60610
+5240,324339,42,NaN,R.J. O'BRIEN & ASSOCIATES LLC,222 S RIVERSIDE PLZ 9 900,60606
+5241,324352,46,638,"ROCKS LAKEVIEW,3463-3467 N BROADWAY",1ST,60657
+5242,324357,42,743,EPIC,112 - 114 W HUBBARD ST 1ST 2ND,60654
+5243,324411,19,NaN,COUNTRY FINANCIAL,10414 S WESTERN AVE 1ST,60643
+5244,32445,42,NaN,SALON DISTEFANO,405 N WABASH AVE 1ST,60611
+5245,324454,42,814,Kerzenstudio Poennighaus,50 W WASHINGTON ST,60602
+5246,324458,42,814,HANDELSAGENTUR FRANK RAUSCHER,50 W WASHINGTON ST,60602
+5247,324481,10,775,CHICAGO PITA KITCHEN,12600 S TORRENCE AVE 2,60633
+5248,324499,41,NaN,Bob's Tree Farm,5600 N HARLEM AVE,60631
+5249,324503,37,NaN,SHAK 2 WIRELESS,1145-47 N PULASKI RD 1ST,60651
+5250,324506,26,775,LA CANASTA BAKERY INC.,3575 W ARMITAGE AVE 1ST,60647
+5251,32451,19,NaN,CLUTTERED CUPBOARD,10332 S WESTERN AVE 1ST,60643
+5252,324610,16,NaN,63RD STREET OUTLET,2621 W 63RD ST 1ST,60629
+5253,324639,2,NaN,BRW CONTRACTORS LLC.,1550 N CLARK ST 2ND,60610
+5254,324651,12,NaN,IRMA L. MENDEZ,4100 S ASHLAND AVE 1ST 608,60609
+5255,324692,42,NaN,TISHMAN SPEYER,10 S WACKER DR 12TH 1200,60606
+5256,324707,39,NaN,SHUREE HOME HEALTHCARE,4492 W LAWRENCE AVE 1,60630
+5257,324713,42,NaN,3 TO 1 STUDIOS LLC,410 S MICHIGAN AVE 4TH 421,60605
+5258,324715,42,NaN,THE BOW WRIGHT SHOP LLC,410 S MICHIGAN AVE 4TH 419,60605
+5259,32476,45,NaN,"CHGO OUTFITTERS/D & L APPAREL,4639 N MILWAUKEE AVE",1,60630
+5260,324844,19,NaN,MO MONEY TAXES,9035 S WESTERN AVE 1ST,60620
+5261,32489,49,717,6962 N. Glenwood Corp.,6900 N GLENWOOD AVE,60626
+5262,3249,11,NaN,"THUNDERBIRD CATERING CO,1204 W 36TH PL",1ST,60609
+5263,324921,42,NaN,CONKLIN CONSULTING,28 E JACKSON BLVD 4TH 423,60604
+5264,324925,42,898 | 619,NETIKUS.NET LTD,225 W WASHINGTON ST 22 2200,60606
+5265,324974,42,NaN,VENERABLE PARTNERS LLC,233 S WACKER DR 93 9305,60606
+5266,3250,11,NaN,TRIPLE A SERVICES INC.,2637 S THROOP ST,60608
+5267,325018,32,197,Jackson Hewitt Tax Service,1959 N WESTERN AVE 1,60647
+5268,325019,25,814,Mayflower Chinese Restaurant,2200 S WENTWORTH AVE,60616
+5269,325032,42,NaN,SIGNATURE CONSULTANTS LLC,233 S WACKER DR 50TH 5220,60606
+5270,325099,41,NaN,KOELNMESSE INC.,8700 W BRYN MAWR AVE 6 640N,60631
+5271,325124,42,NaN,CHICAGO MUSIC STUDIO,410 S MICHIGAN AVE 6 640,60605
+5272,325149,42,NaN,NTI UPSTREAM,180 N MICHIGAN AVE 7TH FLOOR 710,60601
+5273,325165,4,NaN,WIREDTREE,53 W JACKSON BLVD 17TH 1734,60604
+5274,325204,42,NaN,HEARTLAND FINANCIAL SERVICES LLC,180 N MICHIGAN AVE 9TH 908,60601
+5275,325206,42,NaN,SJB ADVERTISING & MARKETING,180 N MICHIGAN AVE 9TH 908,60601
+5276,325273,42,NaN,ZENNER CONSULTING GROUP,400 N MICHIGAN AVE 10TH 1020,60611
+5277,325280,42,NaN,HARLAN SPORTS MANAGEMENT,400 N MICHIGAN AVE 10TH 1016,60611
+5278,325290,42,NaN,BROWN GIBBONS LANG & COMPANY,180 N STETSON AVE 36TH 3600,60601
+5279,32531,19,NaN,TAX ACCOUNTING HEADQUARTERS IN,9105 S WESTERN AVE 1ST,60620
+5280,325316,33,775,MUSA SNACK SHOP,3358 W MONTROSE AVE 1ST,60618
+5281,325369,41,775 | 904 | 767,"HUDSON NEWS,11601 W TOUHY AVE",1-C25A,60666
+5282,325394,46,NaN,"AMANDA'S CONSULTANT CRYSTALS,3832 N BROADWAY",1ST,60613
+5283,32542,23,817 | 929,"K-DISPLAY CORP,6150 S OAK PARK AVE",1,60638
+5284,325425,42,NaN,FACTSET RESEARCH SYSTEMS INC.,311 S WACKER DR 63RD 6300,60606
+5285,32546,20,NaN,CLOTHES CIRCUT INC,4733 S ASHLAND AVE 1ST,60609
+5286,32547,44,624,RED EYE ANTIQUES,3715 N ASHLAND AVE,60613
+5287,325476,47,NaN,ROB PARAL AND ASSOCIATES LTD.,4507 N RAVENSWOOD AVE 1,60640
+5288,325480,27,601 | 602 | 754,MCCAFFERY INTERESTS INC,176 N RACINE AVE 2ND 200,60607
+5289,32559,23,763,SYMPHONY,6507 W ARCHER AVE 1ST,60638
+5290,3256,34,775,B & G HEINZ PHARMACY INC,559 W 103RD ST 1ST,60628
+5291,32575,31,NaN,BRITE SITE SUPPLY INC,4616 W FULLERTON AVE 1ST,60639
+5292,325786,22,763,DOLLAR BUSTER,3403 W 26TH ST 1ST,60623
+5293,32579,7,829,ROYAL LOUNGE,9924 S TORRENCE AVE 1ST,60617
+5294,32587,16,NaN,EL FOCO ROJO,2710 W 59TH ST 1,60629
+5295,325892,35,NaN,"DANIEL GENERAL CONSTRUCTION,3922 N ST LOUIS AVE",2ND,60618
+5296,325898,11,NaN,JMD SUPPLY SOLUTIONS,3084 S LOCK ST 1ST FRONT,60608
+5297,325983,2,NaN,BOULEVARD TRAVEL INC.,875 N MICHIGAN AVE 27TH 2717,60611
+5298,325984,44,855,MIDWEST VALET,3311 N CLARK ST GROUND,60657
+5299,325991,29,NaN,AUSTIN COMMUNITY COIN LAUNDRY,5533 W MADISON ST 1ST,60644
+5300,325993,4,775,HYDE PARK PRODUCE LTD,1226 E 53RD ST STROE FRONT,60615
+5301,325997,3,NaN,FLASH TAX SERVICE,312 E 47TH ST 1 1,60653
+5302,32602,11,NaN,CITY TIRE INC,452 W 47TH ST 1ST,60609
+5303,326030,4,775,MCDONALD'S RESTAURANTS,2525 S DR MARTIN LUTHER KING JR DR 1ST,60616
+5304,32607,42,NaN,"GOTTLIEB BROTHERS INC,55 E WASHINGTON ST",709,60602
+5305,326100,24,775,ADAM FOODS MART PLUS,1339 S HOMAN AVE,60623
+5306,326126,34,775,BEGGAR'S PIZZA,10314 S HALSTED ST 1,60628
+5307,326177,50,724,ANDREA'S EARTH-FRIENDLY CLEANING,6210 N ROCKWELL ST 1ST,60659
+5308,326200,15,NaN,CHICAGO'S FIRST PRIORITY,3011 W 41ST ST 1 1,60632
+5309,326251,42,735,BURKE'S BACON BAR,610 N RUSH ST 1,60611
+5310,326268,42,NaN,PEAK6 INVESTMENTS LP,141 W JACKSON BLVD 5TH 500,60604
+5311,326282,45,712,MARINO CHRYSLER JEEP DODGE,5133 W IRVING PARK RD 1,60641
+5312,326302,1,828,CHICAGO TRUE BLUE,2523 W NORTH AVE,60647
+5313,326395,28,NaN,ONE STOP SHOP FOUR INC.,206 S CICERO AVE 1,60644
+5314,326396,41,NaN,PREMIER COMFORT LLC,8770 W BRYN MAWR AVE 13TH 1300,60631
+5315,326443,42,NaN,MERCURIA ENERGY TRADING INC.,311 S WACKER DR 17TH 1700,60606
+5316,326445,42,NaN,BABYZONE.COM INC.,401 N MICHIGAN AVE 12TH 1207,60611
+5317,326501,3,NaN,"ASCENDING TECHNOLGIES,1601 S INDIANA AVE",113,60616
+5318,326517,36,NaN,VILLAWOLF CORP.,2319 N NEWCASTLE AVE 1ST,60707
+5319,326533,37,NaN,FERGUSON FUNERAL SERVICES INC.,5515 W CHICAGO AVE 1ST FLOOR 1,60651
+5320,326538,25,775,7-ELEVEN # 33731,954 W MONROE ST,60607
+5321,32654,33,NaN,PETER & THE WOLF CANINE,3050 N WESTERN AVE # 1,60618
+5322,326557,39,NaN,SUPER MATTRESS OUTLET LLC,4307 W LAWRENCE AVE 1 1,60630
+5323,326568,42,NaN,FOUNDERS COMMODITIES LLC,141 W JACKSON BLVD 38 3810,60604
+5324,326581,42,NaN,Bankrate Inc.,222 W ADAMS ST 24 2475,60606
+5325,326593,42,708,MITSUI RAIL CAPITAL LLC,1 S WACKER DR 31 3110,60606
+5326,326596,14,NaN,GEHRETT PLUMBING INC.,4743 S KNOX AVE 1 1,60632
+5327,3266,35,NaN,CENTRAL FOOD MART,2125 N CENTRAL PARK AVE 1ST,60647
+5328,32661,26,894,ROSNOGAIZI,4145-4147 W NORTH AVE,60639
+5329,326652,14,775,K G HALL,4235 W 47TH ST 1,60632
+5330,326654,42,NaN,GALLUP INC.,111 S WACKER DR 48 4850,60606
+5331,326663,5,NaN,EXODUS - LIFE SKILLS TRAINING INC.,5424 S CORNELL AVE 2ND 203,60615
+5332,326696,39,712,CHICAGO'S FINEST INC.,4258 N ELSTON AVE 1,60618
+5333,32673,45,NaN,"QUAKER TOOL GRINDING CO INC,5480 N ELSTON AVE",1,60630
+5334,326750,44,676,CITY SUITES HOTEL,933 W BELMONT AVE 1 - 4,60657
+5335,326751,42,814,MISS ASIA,50 W WASHINGTON ST,60602
+5336,326765,42,NaN,THE SIEGFRIED GROUP LLP,71 S WACKER DR 35 3590,60606
+5337,326777,27,724,J & J CLEANING SERVICE PLUS INC.,15 S LEAVITT ST 1ST,60612
+5338,326803,32,NaN,PHOTOGRAPHY BY SHER,3056 N ASHLAND AVE 1ST,60657
+5339,326818,47,775,M & G CHAR GRILL INC.,1821 W IRVING PARK RD 1ST FLOOR A,60613
+5340,326874,40,NaN,LIFENATURAL HEALTH CENTER,2731 W LAWRENCE AVE 1 A,60625
+5341,326879,1,638,MANA FOOD BAR,1742 W DIVISION ST 1,60622
+5342,326903,35,NaN,SAN MARTIN DE PORREZ,3753 W FULLERTON AVE 1,60647
+5343,326914,30,775,CASA ANTIGUA,5814 W FULLERTON AVE 1 1,60639
+5344,326946,39,NaN,D & K CUSTOM CONSTRUCTION,5534 W ARDMORE AVE 1 1,60646
+5345,326965,7,NaN,SONG'S SPIN CYCLES INC.,7352 S STONY ISLAND AVE 1,60649
+5346,327010,36,NaN,NOW YEAH,3550 N AUSTIN AVE 1 1,60634
+5347,327012,42,NaN,SELBERT PERKINS DESIGN INC.,2 N RIVERSIDE PLZ 14TH 1475,60606
+5348,32702,34,829,FRED W RILEY,1640 W 115TH ST,60643
+5349,327046,25,NaN,COMPASS ASSOCIATES LLC,2202 S HALSTED ST 1ST 100,60608
+5350,327070,42,670,LIFESTART AT CENTRAL PARK,1 N FRANKLIN ST 3RD,60606
+5351,327074,42,NaN,WINDSOR PARTNERS INCORPORATED,70 W MADISON ST 14 1400,60602
+5352,327088,27,602,CHICAGO GALLERY NEWS INC.,213 W INSTITUTE PL 3 309,60610
+5353,327096,12,NaN,MIDWEST CONTRACT CARPET INC.,2743 W 36TH PL 1ST,60632
+5354,327111,42,NaN,WOODLAND VENTURE MANAGEMENT LLC,20 N WACKER DR 22 2200,60606
+5355,327122,44,724,VAYUCON INC.,2909 N SHERIDAN RD 19TH 1902,60657
+5356,327136,42,NaN,EXCELERATION TRAINING & CONSULTING,200 W MADISON ST 26TH 2650,60606
+5357,327143,42,NaN,MANAGEMENT PLANNING INC.,70 W MADISON ST 14TH 1409,60602
+5358,327185,27,NaN,"TWINKLEBERRY & SON INC.,1229 N NORTH BRANCH ST",212,60642
+5359,327191,27,NaN,BELO USA TRAVEL INC,1504 N WELLS ST 2ND,60610
+5360,32721,12,NaN,BANG JEWELRY,4100 S ASHLAND AVE,60609
+5361,327210,42,NaN,PRIME THERAPEUTICS LLC,190 S LA SALLE ST 6TH 650,60603
+5362,32725,1,763,LALEY FOODS,2700 W FRANCIS PL 1ST,60647
+5363,327278,42,NaN,FORBES TRAVEL GUIDE,200 W MADISON ST 39TH 3950,60606
+5364,327303,49,763,LIVEEN GROCERY,6658 N CLARK ST STOREFRONT 1,60626
+5365,32732,29,NaN,"DOMINIC QUALITY HOME IMPROV IN,7521 W BELMONT AVE",1,60634
+5366,327338,40,NaN,THE DIGITAL CONVERT,5865 N LINCOLN AVE 1ST 116,60659
+5367,327369,42,NaN,"CHIC ADVISORS LLC,676 N MICHIGAN AVE",3650,60611
+5368,327409,42,NaN,OBJECTIVE ARTS INC.,20 N WACKER DR 5TH 580,60606
+5369,32745,33,NaN,CANOS VILLAGE,2953 W BELMONT AVE,60618
+5370,327464,32,NaN,ENFORENT CAPITAL,1955 N LEAVITT ST 4TH 4D,60647
+5371,32749,9,673,JOHNSON RELIABLE SERVICE,424 E 95TH ST MAIN,60619
+5372,327493,26,NaN,"S & S JEWELRY &,DIAMONDS",4046 W NORTH AVE,60639
+5373,327505,42,NaN,"THE UNGAR GROUP,333 N MICHIGAN AVE",720,60601
+5374,327509,42,NaN,MORIARTY/FOX INC.,20 N WACKER DR 24TH 2410,60606
+5375,327568,32,763,7-ELEVEN #33956A,1942 N ELSTON AVE,60642
+5376,327573,10,NaN,NAIL ART,10606 S EWING AVE 1 1,60617
+5377,327584,7,674,EJ ELECTRIC,2435 E 83RD ST 1ST,60617
+5378,327592,44,814,Efes Cafe,3138 N BROADWAY,60657
+5379,327624,42,NaN,W.H. TRADING L.L.C.,318 W ADAMS ST 19TH 1900,60606
+5380,327625,42,NaN,INTEGRIFY INC.,20 N WACKER DR 18TH 1828,60606
+5381,327626,42,NaN,VANTAGE LEADERSHIP CONSULTING LLC,20 N WACKER DR 27 2720,60606
+5382,327632,2,NaN,American Laser Skincare,845 N MICHIGAN AVE 9TH FLOOR 963 W,60611
+5383,327672,42,NaN,AMERICAN APPRAISAL,71 S WACKER DR 34TH 3440,60606
+5384,327764,41,775,LUCKY GRILL,7779 W TALCOTT AVE 1ST,60631
+5385,327842,42,NaN,"JMP SECURITIES,200 S WACKER DR",3101,60606
+5386,327852,42,602 | 619,SERVER CENTRAL NETWORK,111 W JACKSON BLVD 16TH 1600,60604
+5387,327945,42,720,AMERICA'S SECOND HARVEST THE NATION'S FOOD BA...,35 E WACKER DR 20TH/19TH 2000,60601
+5388,327951,47,NaN,BACKBEAT MUSIC INSTRUCTION,3922 N ASHLAND AVE 1ST FLOOR 1,60613
+5389,327975,44,NaN,"JAMES LEE PIONTKOWSKI,737 W BUCKINGHAM PL",3,60657
+5390,328002,42,NaN,PROFILE INC.,216 W JACKSON BLVD 3 330,60606
+5391,328055,43,814,KYOTO SUSHI RESTAURANT,2500 N LINCOLN AVE,60614
+5392,328093,42,NaN,PRIMA SOLUTIONS INC.,101 N WACKER DR 6 601,60606
+5393,328101,12,895,TIP NAILS,3170 S ASHLAND AVE 1,60608
+5394,328168,14,673,I KNOW PAINTING AND DECORATING,5231 S CICERO AVE 1ST,60632
+5395,328246,42,NaN,"INTERNATIONAL FUTURES GROUP INC.,150 S WACKER DR",1310,60606
+5396,328269,38,NaN,BALTIC DELI INC.,7532 W ADDISON ST 1ST,60634
+5397,32833,48,NaN,MEMORIES PUB,6325 N CLARK ST,60660
+5398,328407,42,NaN,SARO TRADING COMPANY,222 W MERCHANDISE MART PLZ 13 13-420,60654
+5399,328457,16,775,SHARKS FISH & CHCKEN,6114 S WESTERN AVE 1ST,60636
+5400,328526,42,NaN,DELINQUENCY PREVENTION SERVICES INC.,223 W JACKSON BLVD 7 700,60606
+5401,328544,39,NaN,SAMLAND HOME CARE SERVICES,4320 W MONTROSE AVE 1ST,60641
+5402,328551,39,724,VARIMANTS M. MURNIEKS EA,5041 N ST LOUIS AVE,60625
+5403,32858,33,NaN,DONE RITE AUTO SALE/REPAIR INC,3001 N ELSTON AVE # 1ST,60618
+5404,3286,49,763,PAULINA SUPER MARKET INC,7622 N PAULINA ST,60626
+5405,32860,42,NaN,RITA BUCHEIT LTD,449 N WELLS ST 1ST,60610
+5406,328616,42,NaN,MAXIMILIAN,900 N MICHIGAN AVE,60611
+5407,328680,33,828,A - PLUS,3034 W BELMONT AVE 1 1,60618
+5408,32870,45,NaN,RAYMONDS ART STUDIO PHOTOGRAPH,5726 W HIGGINS AVE 1ST,60630
+5409,328755,42,NaN,URBAN LIBRARIES COUNCIL,125 S WACKER DR 10 1050,60606
+5410,328762,42,NaN,ZOLLA/LIEBERMAN GALLERY INC.,325 W HURON ST GROUND,60610
+5411,328768,8,648,FOX CLEANERS CO.,7629 S JEFFERY BLVD 1,60649
+5412,328793,27,NaN,COMPAGNIA DELLA BELLEZZA,1500 N WELLS ST 2ND 2A,60610
+5413,32881,15,NaN,JAMES W PIPKINS,6527 S PAULINA ST 1ST,60636
+5414,32882,31,829,BLONDIE'S LOUNGE LTD,4958 W DIVERSEY AVE 1ST,60639
+5415,32885,45,NaN,"C & S CONSTRUCTION,5004 N PARKSIDE AVE",1,60630
+5416,328872,42,NaN,TECHNOLOGY SOURCING INC.,8 S MICHIGAN AVE 25TH 2500,60603
+5417,328933,30,775,J J MINI STORE,3343 N PULASKI RD 1ST,60641
+5418,328936,2,638,CAFE MED,198 E DELAWARE PL 1,60611
+5419,328940,27,NaN,NEOTERIC DESIGN,213 W INSTITUTE PL 7 702,60610
+5420,328966,42,NaN,BOSTON HANNAH CHICAGO LLC,39 S LA SALLE ST 4 420,60603
+5421,328992,27,942,Starfruit Cafe,900 W RANDOLPH ST,60607
+5422,329061,17,819,LONNIE STURDIVANT,7520 S MORGAN ST,60620
+5423,329062,42,NaN,IG US HOLDINGS INC.,311 S WACKER DR 26 2650,60606
+5424,3291,25,775,LA FAVORITA 2,1925 S MAY ST,60608
+5425,32911,22,NaN,EL PASO AUTO PARTS INC,3245 S KOSTNER AVE 1ST,60623
+5426,329150,43,NaN,DALCHI GROUP INC.,615 W DEMING PL 2ND 205,60614
+5427,329214,35,775,HEAVENLY,2662 N SAWYER AVE 1 1,60647
+5428,329226,42,814,Suparossa,50 W WASHINGTON ST,60602
+5429,329258,42,NaN,ROUNDARCH INC.,350 N LA SALLE DR 12 1200,60610
+5430,32936,47,NaN,PETE'S HEATING & COOLING,4246 N ASHLAND AVE 1ST,60613
+5431,329386,37,NaN,"FRANCISCO OLVERA,4545 W DIVISION ST",R30,60651
+5432,329432,4,NaN,ANIKO SPA,1109 S WABASH AVE 1,60605
+5433,329436,42,648,ONTARIO PLACE VALET CLEANERS,10 E ONTARIO ST 1,60611
+5434,329457,2,NaN,GEETA-UNIQUE TRAVELS,1039 N LA SALLE DR 1ST FL 1,60610
+5435,329487,26,774 | 932,NORTH & PULASKI FRESH MARKET,3850 W NORTH AVE,60647
+5436,329489,4,775,LA COCINA MEXICAN GRILL LLC,11 W JACKSON BLVD 1,60604
+5437,329493,42,NaN,GFK KNOWLEDGE NETWORKS,230 W MONROE ST 14TH FL 1420,60606
+5438,329497,42,NaN,GOSPEL MUSIC CHANNEL,203 N LA SALLE ST 21ST 2100,60601
+5439,32951,33,711,RICHARD'S BODY SHOP,3046-3058 W LAWRENCE AVE,60625
+5440,32952,50,823,GEORGES SUNSHINE PRE SCHOOL,2100 W DEVON AVE 1ST,60659
+5441,32953,30,NaN,PAULEN AUTO BODY SHOP INC,4346 W BELMONT AVE,60641
+5442,329564,42,NaN,CM ACQUISITIONS L.L.C.,230 W MONROE ST 20 2000,60606
+5443,329589,50,NaN,ALL AMERICAN SUPPLY INC,6433 N CALIFORNIA AVE 1ST,60645
+5444,329627,44,775,"ZAD,3112 N BROADWAY",1ST,60657
+5445,329662,32,775,NICK'S PIT STOP,2011 N DAMEN AVE,60647
+5446,329706,33,NaN,CHUNG'S AUTO BODY SHOP SERIES,4444 N KEDZIE AVE,60625
+5447,32977,45,921,"WALLS FLOWER SHOP,5862 W HIGGINS AVE",2,60630
+5448,32983,43,NaN,ACT 1 BOOKSTORE,2540 N LINCOLN AVE 1ST,60614
+5449,329853,12,929,CENTRAL GENERAL CONTRACTOR,3115 W 36TH ST 1ST FL,60632
+5450,329855,20,NaN,URBAN BEAUTY SUPPLY INC,4726 S ASHLAND AVE 1ST,60609
+5451,32991,18,NaN,FRANK'S UPHOLSTERY,3900 W 79TH ST 1ST,60652
+5452,329933,42,601,GOLUB REALTY SERVICES LLC,680 N LAKE SHORE DR,60611
+5453,329990,8,NaN,MZ. GEORGIA'S PLAZE S.O.M.,7949 S SOUTH CHICAGO AVE 1ST,60617
+5454,329991,47,NaN,MANIFOLD CHICAGO,4426 N RAVENSWOOD AVE 1ST,60640
+5455,329999,17,775,CITGO FUEL,7901 S DAMEN AVE,60620
+5456,330009,47,NaN,COLLETTE POLLARD,2419 W MONTROSE AVE GARDEN LEVEL & 1ST,60618
+5457,330022,38,NaN,E J GOLDEN BROWN CO,4630 N CUMBERLAND AVE 1ST 1,60656
+5458,330107,2,638,C-HOUSE,166 E SUPERIOR ST 1 & 29,60611
+5459,330142,8,894,"final touch hair and barb,salon",820 E 79TH ST 1,60619
+5460,33016,21,NaN,EZZARD CHARLES DAYCARE CENTER,7946 S ASHLAND AVE 1ST,60620
+5461,330173,2,NaN,Dearborn Garden Walk,1300 N DEARBORN ST,60610
+5462,330195,42,NaN,MERRILL LYNCH COMMERCIAL FINANCE CORP.,222 N LA SALLE ST 17TH,60601
+5463,33021,9,NaN,"CYGNUS CORP,340 E 138TH ST",1,60827
+5464,33025,21,NaN,BROWN'S GENERAL CONTRACTOR,9331 S PRINCETON AVE 1ST,60620
+5465,330259,42,775,SUGAR BLISS CAKE BOUTIQUE,115 N WABASH AVE 1,60602
+5466,330274,42,NaN,KIDS FIRST CHICAGO FOR EDUCATION,21 S CLARK ST 43 4301,60603
+5467,330275,42,NaN,CLEAR POINT FINANCIAL LLC,175 W JACKSON BLVD 4TH 428,60604
+5468,330293,6,724,HANG'EM HIGH INC.,8031 S LANGLEY AVE,60619
+5469,33036,45,NaN,FRANKLIN CASH REGISTER,4257 N MILWAUKEE AVE,60641
+5470,330378,27,775,BOW & STERN OYSTER BAR,1371 W CHICAGO AVE 1,60642
+5471,330412,11,NaN,NEW CONCEPTECH CORPORATION,2889 S ARCHER AVE 1ST,60608
+5472,330554,45,NaN,CHICAGO MEETINGS & MORE INC,5118 N ELSTON AVE 1ST,60630
+5473,330664,42,NaN,ASP-ONE,230 W MONROE ST 2ND 230,60606
+5474,3307,1,775,T & C MEAT MARKET,2812 W NORTH AVE 1ST,60647
+5475,330714,13,NaN,CARQUEST AUTO PARTS #2777,5815 W 63RD ST 1ST,60638
+5476,330718,15,NaN,JAVIER'S GLASS CO.,1948 W 51ST ST 1ST,60609
+5477,330748,42,NaN,Michelle Levelle Boutique,63 E LAKE ST 2ND 203,60601
+5478,330764,43,814,Churro Factory,2100 N LINCOLN PARK WEST,60614
+5479,330816,42,763,GATEWAY NEWSTAND,300 S RIVERSIDE PLZ 1 1,60606
+5480,330819,33,775,SWEET CELEBRATIONS BAKERY,3500 N ELSTON AVE 1ST,60618
+5481,33093,25,NaN,THE RESURRECTION PROJECT,1818 S PAULINA ST 1-3,60608
+5482,33096,8,NaN,CLIFTON TOWNS & ASSO,820 E 87TH ST 1ST,60619
+5483,330982,38,775,CAPONIES TRATTORIA,7419 W IRVING PARK RD 1ST,60634
+5484,330983,42,NaN,THE JOHN BUCK COMPANY L.L.C.,1 N WACKER DR 24TH 2400,60606
+5485,331,48,NaN,OLLIES,1064 W BERWYN AVE,60640
+5486,331023,12,NaN,JAIME'S PETS,4100 S ASHLAND AVE 1ST FL 47,60609
+5487,331085,42,NaN,ALVAREZ & MARSAL HEALTHCARE INDUSTRY GROUP LLC,55 W MONROE ST 40 4000,60603
+5488,331116,4,638,THE SIT DOWN,1312 E 53RD ST 1ST,60615
+5489,331140,30,NaN,HN NAILS,5716 W FULLERTON AVE 1ST,60639
+5490,331188,42,720,BALLET CHICAGO,218 S WABASH AVE 3RD 300,60604
+5491,331212,39,NaN,LEE ELSTON AUTO SERVICE,4413-4421 N ELSTON AVE,60630
+5492,33131,30,NaN,AVONDALE ADVENTURE,3817 N PULASKI RD 1ST,60641
+5493,331356,45,NaN,Snappy Convenience Center #7,3960 W IRVING PARK RD 1,60618
+5494,331371,33,775,JOONY MART INC.,4947 N KEDZIE AVE 1ST,60625
+5495,331397,27,720,OPEN BOOKS,213 W INSTITUTE PL 1ST 104,60610
+5496,331418,42,NaN,NIKE USA INC.,550 N RUSH ST 1ST-3RD,60611
+5497,33142,28,NaN,"DON'S TOTAL REMODELING INC.,4831 W MONROE ST",HOME,60644
+5498,33143,43,NaN,CREATIVE NAIL SALON,444 W FULLERTON PKWY 1ST,60614
+5499,331452,31,NaN,KITCHEN & BATH 4 YOU,4311 W BELMONT AVE 1ST,60641
+5500,331464,42,898,KELLY MITCHELL GROUPINC.,321 N CLARK ST 26 2625,60654
+5501,331481,23,NaN,LOOP TRIAL SOLUTIONS,3823 W 51ST ST,60632
+5502,33150,25,850,"RIVER SKY TRAVEL INC,2308 S WENTWORTH AVE",205,60616
+5503,331585,25,NaN,NEW RAINBOW FABRICS,620 W ROOSEVELT RD 1ST,60607
+5504,331635,41,NaN,AUTHENTIFY INC,8745 W HIGGINS RD 2ND 240,60631
+5505,331642,22,NaN,SRA SCRAP METALS INC.,3200 S KEDZIE AVE 1 1,60623
+5506,331658,7,673,TROPICS HEATING & COOLING,10122 S BENSLEY AVE 1 1,60617
+5507,331739,27,NaN,BURGON TOOL STEEL CO. INC.,224 N JUSTINE ST 1ST,60607
+5508,331793,23,NaN,LUCKY STAR BODY JEWELRY INC.,5220 S PULASKI RD 1 164,60632
+5509,331795,11,NaN,UPM Technology USA Inc,2473 S ARCHER AVE 1,60616
+5510,331806,42,NaN,TYPENEX MEDICAL LLC,303 E WACKER DR 10 1030,60601
+5511,33181,10,NaN,"LANDSCAPING MAINTENANCE,13039 S AVENUE N",1ST,60633
+5512,331821,24,713,SPARKY'S CAR WASH,4722 W HARRISON ST,60644
+5513,331829,39,NaN,RAMA TOURS INC,4747 W PETERSON AVE LL 2,60646
+5514,331850,1,NaN,le Dress,1741 W DIVISION ST GROUND,60622
+5515,331957,28,NaN,IMPRESS URBAN WEAR INC.,4801 W MADISON ST 1ST,60644
+5516,33198,42,NaN,C.D. PEACOCK,520 N MICHIGAN AVE,60611
+5517,3320,7,NaN,"AHMAD MAROU - MARIO'S FOOD,2625 E 83RD ST",1ST,60617
+5518,332032,37,775,CHAS GROCERIES,5249 W CHICAGO AVE 1 1,60651
+5519,332043,42,NaN,"WINDY CITY LIMOUSINE COMPANY LLC,120 W MADISON ST",1101,60602
+5520,332056,46,NaN,DARIUS CALVIN DENNIS,707 W WAVELAND AVE 17TH 1703,60613
+5521,33206,47,NaN,R WAGNER PUMP & MFG CO INC,4229 N HONORE ST,60613
+5522,332075,42,NaN,CHICAGO CRIME COMMISSION,79 W MONROE ST 8,60603
+5523,332120,32,NaN,2834 ALBANY LLC,3240 W FULLERTON AVE 1 1,60647
+5524,332124,4,775,CHICAGO CURRY HOUSE,899 S PLYMOUTH CT 1ST G2,60605
+5525,332153,27,633 | 753,SWEEP HOME CHICAGO INC.,935 W CHESTNUT ST,60642
+5526,3322,19,775,"DON'S FINER FOODS,10653 S HOMAN AVE",1,60655
+5527,33221,33,712,NEW WORLD FOREIGN AUTO REPAIR,3010 W IRVING PARK RD 1ST,60618
+5528,33222,17,NaN,BEAUTY IS LTD,2442 W 71ST ST 1ST,60629
+5529,332223,36,NaN,LDC IMPORT & EXPORT INC,3513 N CENTRAL AVE 1 1,60634
+5530,332224,16,829,EL TORO LOCO,5708 S WESTERN AVE 1,60636
+5531,332227,4,894,CLEOPATRA HAIR DESIGNS,1316 E 53RD ST 1 1,60615
+5532,332233,31,775,PERUMEX SUPER MARKET INC.,5217 W DIVERSEY AVE,60639
+5533,332254,35,NaN,SCRUB A DUB,3333 W FULLERTON AVE,60647
+5534,332259,50,NaN,MICHAEL AUSTIN JOHNSON,6439 N BELL AVE 3RD 3,60645
+5535,33228,25,NaN,LA JOYA DRUGS INC,1801 S ASHLAND AVE 1ST,60608
+5536,332307,46,NaN,"A-LISTERS,1114 W WILSON AVE",15,60640
+5537,332312,41,775,"PIZZERIA UNO,11601 W TOUHY AVE",T-5,60666
+5538,332357,39,NaN,SMART MED CORPORATION,5901 N CICERO AVE 3RD 303,60646
+5539,332446,12,NaN,PANG'S BODY WORKS,4100 S ASHLAND AVE,60609
+5540,332489,30,942,ST. FERDINAND CHURCH,3141 N MASON AVE,60634
+5541,332494,46,NaN,J. SETH HOPKINS,3600 N LAKE SHORE DR 20TH 2009,60613
+5542,3325,10,767 | 816,"HYMAN'S AUTO SUPPLY,8614 S COMMERCIAL AVE",1,60617
+5543,33255,19,NaN,SUPER MUSIC,10706 S WESTERN AVE 1ST,60643
+5544,332585,36,775,LA PAZ TAQUERIA,5134 W GRAND AVE 1 1,60639
+5545,332642,27,692,NEW SUDZ LAUNDROMAT,800 N KEDZIE AVE 1 114,60651
+5546,332665,3,NaN,TURBOBOTZ INC.,1819 S MICHIGAN AVE 8TH 803,60616
+5547,332688,49,724,DESIGNS & POEMS BY IN-WONDER & DANG-LING WEB,7030 N SHERIDAN RD 2 2-L,60626
+5548,33277,30,763,DOLLAR PRICE,3053 N PULASKI RD 1ST,60641
+5549,332785,19,611,DAZZLE PET GROOMING,10918 S WESTERN AVE,60643
+5550,332807,42,NaN,KONITZDESIGN,307 N MICHIGAN AVE 10 1013,60601
+5551,33286,44,829,SCHOOLYARD TAVERN & GRILL,3258 N SOUTHPORT AVE 1ST,60657
+5552,332864,14,NaN,U.S. SOLAR POWER CORP.,3738 W 38TH ST 2ND,60632
+5553,332867,24,666,BP,749 S CICERO AVE,60644
+5554,332869,30,NaN,DJ CLEANING SERVICES,2804 N MEADE AVE,60634
+5555,332895,32,NaN,DORI LEVINE,1903 W DIVERSEY PKWY 5 501,60614
+5556,33292,47,864,LITTLE MISS MUFFIN INC,4014 N ROCKWELL ST 1ST,60618
+5557,332991,20,673,CASTRO CONSTRUCTION,1341 W 49TH PL 1ST,60609
+5558,332997,33,775,SANABEL BAKERY,4253 N KEDZIE AVE 1ST,60618
+5559,333,12,775,NEW ARCHVIEW RESTAURANT INC,3480 S ARCHER AVE,60608
+5560,3330,27,763,LA SIRENA CLANDESTINA,954 W FULTON MARKET,60607
+5561,333015,14,775,SEVEN STAR CHINESE CUISINE,3209 W 47TH PL 1 1,60632
+5562,333021,18,NaN,Diamond Collections,7601 S CICERO AVE 1,60652
+5563,333028,1,775,LITTLE VICTORIES,1725 W DIVISION ST,60622
+5564,33308,45,NaN,KORA INDUSTRIES,3612 N KILBOURN AVE 1ST,60641
+5565,333085,44,724,THE DIPLOMATIC COMPANY INC.,3314 N LAKE SHORE DR 8TH 8 C,60657
+5566,333110,39,NaN,THOMAS' BAKERY CAFE,3334 W FOSTER AVE 1ST,60625
+5567,333140,23,894,FRESH CUTZ BARBERSHOP & BEAUTY SALON,6605 W ARCHER AVE,60638
+5568,33315,11,NaN,"SPIKE BONES,3301 S EMERALD AVE",1ST,60616
+5569,333154,42,774,7 ELEVEN #33854B,645 N STATE ST 1ST,60654
+5570,33317,15,NaN,KIDDIE FASHION SHOP,3055-3057 W POPE JOHN PAUL II DR,60632
+5571,333236,49,820,EL RUISENOR - DAYCARE CENTER,7463 N RIDGE BLVD 1,60645
+5572,333245,39,NaN,R & S AUTO REPAIR & BODY WORK INC.,4515 N ELSTON AVE,60630
+5573,333302,2,775,CHOPIN THEATRE INC,1541-1543 W DIVISION ST,60642
+5574,333337,47,NaN,SOMA ARTS,2212 W SUNNYSIDE AVE 1 1,60625
+5575,333338,37,NaN,STONEWORK CONSTRUCTION CORP.,1238 N KOSTNER AVE 1ST,60651
+5576,33336,42,814,ERIE CAFE,470 W ERIE ST,60654
+5577,333365,30,724,FIREFIXER,5739 W GEORGE ST,60634
+5578,333433,47,814,LA QUINTA DE LOS REYES,3300 N CAMPBELL AVE,60618
+5579,33345,48,NaN,THE KOPLEY GROUP INC,5206 N SHERIDAN RD 1 1ST,60640
+5580,333450,37,NaN,BARBARA WALTON,1314 N LOREL AVE,60651
+5581,333451,35,NaN,MEGA GROCERY,3827 W LAWRENCE AVE,60625
+5582,333452,48,NaN,BIKRAM YOGA ANDERSONVILLE,5715 N CLARK ST 2,60660
+5583,333522,39,NaN,RELIABLE INSPECTIONS INC.,6110 N MASON AVE,60646
+5584,33356,42,NaN,"SIMPSON MARKETING INC,222 W MERCHANDISE MART PLZ",13-115,60654
+5585,333563,1,NaN,THIRST INC.,1440 W HUBBARD ST 2,60642
+5586,333621,50,NaN,MAXIM ELECTRIC CONSTRUCTION INC.,6314 N WESTERN AVE 1ST,60659
+5587,33364,19,712,USA MUFFLER & BRAKE,11044 S WESTERN AVE 1ST,60643
+5588,333643,16,NaN,SUPER BABA'S FAMOUS STEAK & LEMONADE,5257 S ASHLAND AVE 1 1,60609
+5589,33366,14,NaN,UNION STANDARD EQUIPMENT CO,4248 W 47TH ST,60632
+5590,333729,27,NaN,PIXEL BROTHERS,400 N WOLCOTT AVE 3,60622
+5591,333901,28,774,7-ELEVEN,1524 W TAYLOR ST,60607
+5592,333911,1,829,COLE'S,2338 N MILWAUKEE AVE,60647
+5593,333920,49,NaN,BIG DEAL,6657 N CLARK ST 1ST,60626
+5594,333975,10,NaN,JAIMES TRUCK REPAIR LLC,10326 S INDIANAPOLIS AVE,60617
+5595,334013,4,NaN,DIVERSE TECHNOLOGIES INC.,1006 S MICHIGAN AVE 6TH 602,60605
+5596,334082,12,NaN,CENTRO DE TRANSFORMACION,2813 W CERMAK RD 1ST,60623
+5597,334197,6,763,71ST STREET MEAT MARKET INC.,7100 S RHODES AVE 1ST,60619
+5598,334222,27,775,JIMMY JOHN'S - VAN BUREN,812 W VAN BUREN ST 1ST,60607
+5599,33424,15,NaN,ORALIA'S UNISEX,1743 W 47TH ST,60609
+5600,334295,46,NaN,HINTZ & ELBERT LLC,4200 N MARINE DR 1 502,60613
+5601,334345,42,NaN,Davidoff Communications,730 N FRANKLIN ST 6 601,60654
+5602,334397,30,902,PMV CONSTRUCTION INC.,3242 N MILWAUKEE AVE 1ST,60618
+5603,334429,19,NaN,POSH PET DAY SPA,3514 W 111TH ST 1ST,60655
+5604,334453,22,NaN,WOMANCRAFT,4115 W OGDEN AVE 2 B3,60623
+5605,334454,19,NaN,KGD LANDSCAPING INC.,9806 S CHARLES ST 1ST,60643
+5606,334475,37,769,JIMMIE JOHNSON,5359 W POTOMAC AVE,60651
+5607,33448,39,NaN,"ALL ABOARD LEARNING EXPRESS,4008 W ROSEMONT AVE",1ST F,60646
+5608,33450,40,NaN,"KIDDIE COLLEGE,6025 N CALIFORNIA AVE",1ST F,60659
+5609,334538,36,864,A&D CANDY INC.,4545 W ARMITAGE AVE,60639
+5610,334597,11,725,BLK WHT VALET,3527 S WALLACE ST 1 1,60609
+5611,334622,35,NaN,RECEPTION,4011 W FULLERTON AVE 2ND 2W,60639
+5612,334636,34,NaN,JL BEASON CONSULTING,1535 W ASHER ST 1 1,60643
+5613,334651,20,NaN,UNISEX NAIL SPA INC.,6614 S COTTAGE GROVE AVE,60637
+5614,334680,26,NaN,RUMBLE ARTS CENTER,3413 W NORTH AVE 1ST & 2ND,60647
+5615,334715,47,NaN,BIG TEETH PRODUCTIONS INC,4306 N LINCOLN AVE 2ND FL,60618
+5616,33472,46,NaN,K & S TRADING,4531 N CLARK ST 1ST,60640
+5617,334777,23,NaN,VILLANUEVA GROCERY STORE,4342 W 63RD ST 1ST,60629
+5618,33483,7,829,TROPICAL DEN,7209 S EXCHANGE AVE 1,60649
+5619,3350,4,NaN,RADIO SHACK# 6227,3347 S DR MARTIN LUTHER KING JR DR 4TH #,60616
+5620,335233,3,NaN,"RAHENA SAKU,4747 S DR MARTIN LUTHER KING JR DR",1005,60615
+5621,33524,25,NaN,"HEALTH MARKETING INC,940 W ADAMS ST",102,60607
+5622,335289,29,673,DIXONS HANDYMAN SERVICES,1306 N WALLER AVE 1 1,60651
+5623,335302,47,638,GENES SAUSAGE SHOP AT DELI MEYER,4746-4750 N LINCOLN AVE 1-2,60625
+5624,335312,42,726,HINES ONE NORTH WACKER LP,1 N WACKER DR LL1&2,60606
+5625,335336,23,NaN,IT'S ALL GOOD CUTS,6140 S ARCHER AVE 1 1,60638
+5626,33534,23,NaN,J & J ELECTRONICS INC,3206-3208 W 63RD ST # 1ST,60629
+5627,335364,25,NaN,ISH ENTERPRISES LLC UPS STORE 5871,917 W WASHINGTON BLVD 1,60607
+5628,335365,34,NaN,HALSTED DISCOUNT,12301 S HALSTED ST 1 1,60628
+5629,335369,11,NaN,WINGYIN APPLE LAU,251 W 31ST ST 1ST FL,60616
+5630,3355,39,699,GLEN ELSTON NURSNG & REHAB CTR,4340 N KEYSTONE AVE,60641
+5631,33550,3,NaN,DOUGLAS TRUCK PARTS,1640 S STATE ST 1ST,60616
+5632,33557,19,NaN,SPRINGER BLUEPRINT SERVICE INC,10640 S WESTERN AVE 1ST,60643
+5633,335744,48,NaN,"MAGIC TOUCH NAIL SALON & DAY SPA LTD.,5551 N BROADWAY",1ST FL,60640
+5634,335767,20,NaN,MICHAEL WATKINS,6112 S INGLESIDE AVE,60637
+5635,3358,46,699,MADO HEALTHCARE-UPTOWN,4621 N RACINE AVE,60640
+5636,335852,42,763,7-ELEVEN #337288,645 N KINGSBURY ST 1,60654
+5637,335879,24,NaN,BEST DOLLAR MARKET INC.,3150 W CERMAK RD 1ST,60623
+5638,335916,40,763,FOSTER SHELL,5201 N WESTERN AVE,60625
+5639,335929,25,775,SOFIA'S PIZZA,1132 W TAYLOR ST 1ST,60607
+5640,335951,43,NaN,THE UPS STORE #1053,2506 N CLARK ST 1 1,60614
+5641,335961,43,763,LINCOLN C MART,2256 N LINCOLN AVE 1 1,60614
+5642,33597,11,NaN,NATIONAL DRIVETRAIN INC,3631 S HALSTED ST 1ST,60609
+5643,33599,25,NaN,CHICAGO SOCCER,2255 S THROOP ST,60608
+5644,335991,42,NaN,Michael Schmaus,200 E RANDOLPH ST 45 4500,60601
+5645,336004,43,NaN,Babo Shirts,2482 N LINCOLN AVE 1,60614
+5646,33601,1,NaN,SHOPPERS WAREHOUSE,2240 N MILWAUKEE AVE 1ST,60647
+5647,336014,20,NaN,D & L ENTERPRISES II INC.,6146 S VERNON AVE 1ST,60637
+5648,336052,32,NaN,PIXIE SALON,1645 N ASHLAND AVE 1,60622
+5649,33609,41,NaN,MATERIAL SYSTEMS INC,7109 W HIGGINS AVE 1ST,60656
+5650,336134,22,775,CAKE GALLERY,3748 W 26TH ST 1ST,60623
+5651,336145,3,763,KAREEM MINI-MART,100 E 47TH ST 1ST,60653
+5652,336150,12,NaN,RICH RADICAL,4163 S ARCHER AVE 1,60632
+5653,33628,27,NaN,"ELSTON BLOCK CO,1430 N ELSTON AVE",1,60622
+5654,3363,8,NaN,FLOOD TESTING LABS INC,1945 E 87TH ST,60617
+5655,33633,2,NaN,DAVIES PLATING INC,1620 N THROOP ST,60622
+5656,336340,32,775,ESTRELLA NEGRA,2346 W FULLERTON AVE 1ST FLOOR 1,60647
+5657,336362,27,823,INTERCULTURAL MONTESSORI LANGUAGE SCHOOL,114 S RACINE AVE 1ST,60607
+5658,33638,28,NaN,FREDERIC'S FRAME STUDIO INC,1230 W JACKSON BLVD,60607
+5659,33643,1,NaN,FAUSTO'S JEWELRY,1319 N MILWAUKEE AVE 1ST,60622
+5660,33644,42,704,ROSE QUEST NUTRITUION CENTRE,200 N MICHIGAN AVE 1ST,60601
+5661,33652,42,NaN,NEWTOWN CLEANERS,175 N HARBOR DR 1ST,60601
+5662,336520,27,NaN,K. MISAKI DENIM,22 S WESTERN AVE FIRST 100,60612
+5663,336568,32,775,CAFE CON LECHE BUCKTOWN INC.,1732 N MILWAUKEE AVE 1,60647
+5664,336569,2,NaN,Nanette Lepore,1623 N DAMEN AVE 1,60647
+5665,33659,22,NaN,ECONOMY ROOFING,3000 S PULASKI RD,60623
+5666,336613,3,638,TAPAS VALENCIA,1530 S STATE ST 1ST,60605
+5667,336625,12,NaN,OESTE WESTERN WEAR,3101 W 26TH ST 1 C21F7108,60623
+5668,336627,28,NaN,BLISSFUL SEED,2551 W CERMAK RD 1ST W 30,60608
+5669,336656,27,775,BUTTERFLY SUSHI & THAI CUISINE ON CHICAGO AVE,1421 W CHICAGO AVE 1ST,60642
+5670,336661,48,697,REDTWIST THEATRE,1042-1044 W BRYN MAWR AVE 1ST,60660
+5671,336701,42,775,SUBWAY SANDWICHES & SALAD,304 W HUBBARD ST 1ST,60654
+5672,336707,42,NaN,AMTRAV,205 W RANDOLPH ST 14 1440,60606
+5673,33671,48,NaN,PNB REMITTANCE CENTERS INC,5845 N CLARK ST 1ST,60660
+5674,336736,38,894,FADE BY TOM,5812 W IRVING PARK RD 1ST,60634
+5675,33675,39,NaN,"EDGEBROOK'S DRY CLEANING/LAUND,5353 W DEVON AVE",1ST,60646
+5676,336809,1,775,THAI EATERY,2234 N WESTERN AVE 1ST,60647
+5677,336870,17,NaN,KEEPSAKE MEMORIES OF THE SOUL,8037 S HARVARD AVE,60620
+5678,336958,38,775,BOULEVARD FOOD & LIQUOR LLC,5922 W IRVING PARK RD 1ST,60634
+5679,336988,36,NaN,NUTRICION NOW,4422 W ARMITAGE AVE 1ST,60639
+5680,337020,46,NaN,LANDSPEED AUTO PERFORMANCE INC.,945 W DAKIN ST,60613
+5681,337030,42,NaN,MERCY ACUPUNCTURE CENTER,500 N MICHIGAN AVE 5TH 530,60611
+5682,33719,45,NaN,COMSET COMPUTERS INC,5732 N MILWAUKEE AVE,60646
+5683,337253,42,775,AU BON PAIN,125 S WACKER DR 1 & BSMT,60606
+5684,337289,27,NaN,ELLEHOMME HOLISTIC MEDSPA,840-842 W ADAMS ST 1ST,60607
+5685,337312,33,814,Kettle Kabin,4600 N KIMBALL AVE,60625
+5686,337345,37,NaN,MATY JEWELRY,4545 W DIVISION ST 1ST A14,60651
+5687,337356,30,763,B & K FOOD MARKET INC.,4058 W BELMONT AVE 1ST,60641
+5688,33738,39,NaN,"FOREMOST SALES PROMOTION OF IL,4001 W DEVON AVE",209,60646
+5689,337409,18,NaN,PLATINUM TOUCH CAR WASH LLC,7811 S WESTERN AVE 1ST,60620
+5690,33747,26,902 | 901,MADDOCK INDUSTRIES,2720 W CHICAGO AVE 1ST,60622
+5691,337497,42,775,OM SHOPPERS,401 N MICHIGAN AVE BSMT B 8,60611
+5692,337504,42,897,"SUN,TRADING LLC",100 S WACKER DR 3RD 300,60606
+5693,337505,41,NaN,SUNRISE HITEK GROUP LLC,5917 N NORTHWEST HWY 1ST,60631
+5694,337519,27,NaN,GREEK TOWN NAILS,307 S HALSTED ST 1ST,60661
+5695,337568,42,NaN,CONTEXTMEDIA INC.,205 N MICHIGAN AVE 26TH 2610,60601
+5696,337587,24,774,LEAMINGTON FOODS INC,3240 W ROOSEVELT RD 1,60624
+5697,337597,38,NaN,PROSPECTIVE PLUMBING CORP,3407 N NEWCASTLE AVE 1,60634
+5698,337628,3,775,GO GROCER #2,1251-1255 S MICHIGAN AVE 1ST,60605
+5699,337651,40,775,SNAPPY #6 DUNKIN DONUTS MOBIL,2800 W LAWRENCE AVE 1,60625
+5700,337705,8,775,D AND M CAFE,8239 S COTTAGE GROVE AVE 1ST,60619
+5701,33772,32,NaN,CHICAGO FITNESS CENTER,3131 N LINCOLN AVE 1ST,60657
+5702,337748,6,894,SALY & MARIAMA,7052 S DR MARTIN LUTHER KING JR DR 1ST,60637
+5703,33775,46,NaN,"A STEP AHEAD LEARNING CENTER,4214,-4220 N BROADWAY",1ST,60613
+5704,337754,33,NaN,VMR FINANCIAL STRATEGIES INC.,2947 W BELMONT AVE 1ST,60618
+5705,337766,45,NaN,NUTRITION FOR GOOD HEALTH,4200 W IRVING PARK RD 1ST,60641
+5706,337828,42,NaN,OCEAN ONLINE GROUP LLC,200 N MICHIGAN AVE 5TH 500,60601
+5707,337830,37,770,ISAIAH MCCLELLAN,5331 W HIRSCH ST 1 2W,60651
+5708,33784,39,NaN,"D.S. DESIGNS INC.,4782 N ELSTON AVE",1ST,60630
+5709,33786,14,NaN,LA BONITA BEAUTY SHOP,5257 S KEDZIE AVE 1ST,60632
+5710,33794,29,NaN,DLV PRINTING SERVICE INC.,5-7 S AUSTIN BLVD 1ST,60644
+5711,337951,35,NaN,A&G AUTOMOTIVE REPAIR,3056 N KEDZIE AVE 1ST,60618
+5712,337985,16,NaN,MIGUEL A. DEL TORO,3139 W 59TH ST 1ST,60629
+5713,337991,2,823,CREATIVE SCHOLARS PRESCHOOL,1731-1735 N ELSTON AVE 1ST 1735,60622
+5714,338010,27,NaN,ANDREW RAFACZ GALLERY,835 W WASHINGTON BLVD 2ND 2E,60607
+5715,338028,50,NaN,PREMIER MOTORWERKS,7324 N WESTERN AVE 1,60645
+5716,338042,41,NaN,"The Duty Free Store By Nuance,10000 W OHARE AIRPORT",TERMINAL 2 CONC EF 14A,60666
+5717,33805,2,NaN,ULTIMATE EXPOSURE,21 W ELM ST 1ST,60610
+5718,33807,42,NaN,VIDEO MONITORING SERVICES OF,212 W SUPERIOR ST 1ST 503,60610
+5719,33808,39,NaN,GEORGE UHRIK FURS,6021 N CICERO AVE 1ST,60646
+5720,338129,12,NaN,LA MIXTECA,3115 W 26TH ST 1ST 219,60623
+5721,338134,50,NaN,MAHAD GROUP,6351 N CLAREMONT AVE 1ST,60659
+5722,338136,13,197,ORIVERA & ASSOCIATES,6250 S KNOX AVE 1ST UNIT A,60629
+5723,338160,47,775,RAVENSWOOD EVENT CENTER,4011 N RAVENSWOOD AVE 1,60613
+5724,338183,47,NaN,IMPERIAL SHELL,4346 N WESTERN AVE,60618
+5725,338189,37,NaN,IRON & WIRE LLC,4720 W WALTON ST 1ST,60651
+5726,338210,2,673,TOLAND'S,1560 N SANDBURG TER 22ND 2202,60610
+5727,338216,9,NaN,ALL ABOUT U,222 E 95TH ST 1ST,60619
+5728,338237,6,NaN,REAL TALK WIRELESS,523 E 79TH ST 1,60619
+5729,338272,14,775,GOLD COAST CAR WASH & OIL CHANGE INC.,4815 S ARCHER AVE 1ST,60632
+5730,33829,42,NaN,"CODY ABBOTT & ASSOCIATES,222 W MERCHANDISE MART PLZ",1495,60654
+5731,338311,32,NaN,FREESIA CLEANERS,2131 W BELMONT AVE 1ST,60618
+5732,338369,34,NaN,LEMMIE METCALF,1027 W 103RD ST 1,60643
+5733,33838,2,NaN,ANTIQUES LTD,1275 N CLYBOURN AVE 1ST,60610
+5734,33841,17,NaN,JOHN M GORDON & SON'S,7831 S ABERDEEN ST # 1ST,60620
+5735,338446,39,NaN,EN VOGUE USA CORP.,4346 W LAWRENCE AVE 1,60630
+5736,33849,4,849,"UNIVERSAL EXPRESS TRAVEL CORPORATION,1153 S PLYMOUTH CT",D,60605
+5737,338585,33,624,CHICAGO GADGETS,4611 N KEDZIE AVE 1ST,60625
+5738,338647,1,NaN,MARKETA SIVEK STUDIO/GALLERY,1579 N MILWAUKEE AVE 2 230,60622
+5739,338687,6,806 | 767,CITY WIDE PLUS INC.,102 E 79TH ST 1,60619
+5740,33873,11,816,WINDY CITY SILKSCREENING,2715 S ARCHER AVE,60608
+5741,338741,42,NaN,MIDCAP FINANCIAL LLC,150 S WACKER DR 13TH 1305,60606
+5742,338761,3,775,EASY WAY FOOD,209 E GARFIELD BLVD 1ST,60637
+5743,338854,13,NaN,HANDS ON CONSTRUCTION INC.,23811 S CENTER RD 1,60423
+5744,33887,21,732,"FREEMAN JEWELERS INC.,111 W 87TH ST",1ST,60620
+5745,33888,18,NaN,TURBINE AUTOMATIC TRANSMISSION,3960 W COLUMBUS AVE,60652
+5746,338931,31,602,S AND S,4205 W FULLERTON AVE 1,60639
+5747,338990,32,NaN,JIFFY LUBE,2366 N CLYBOURN AVE 1,60614
+5748,339000,35,775,CAFE BELLA INCORPORATED,3311 W FULLERTON AVE 1,60647
+5749,339003,41,803,LE FLOUR BAKE SHOP & MARKET INC.,6701 N OLMSTED AVE 1ST,60631
+5750,339042,45,NaN,Christmas Tree Sale,6166 W HIGGINS AVE,60630
+5751,339064,2,784,Monarch Restaurant & Bar,1745 W NORTH AVE 1ST,60622
+5752,339085,43,NaN,HELEN FICALORA,2014 N HALSTED ST 2 GROUND,60614
+5753,3391,4,NaN,C F ANDERSON,701 S LA SALLE ST,60605
+5754,339153,1,775,BIRRIERIA ESTILO JALISCO,2230 N WESTERN AVE 1,60647
+5755,339162,5,775,subway,6718 S STONY ISLAND AVE 1ST,60649
+5756,33918,38,NaN,EUROPEAN TOUCH BEAUTY SALON,7620 W BELMONT AVE,60634
+5757,339185,3,779 | 711,ROADRUNNER AUTO REPAIR INC.,2635 S WABASH AVE,60616
+5758,339188,2,NaN,INTELESTREAM INC.,1660 N LA SALLE DR 11TH 1109,60614
+5759,339263,39,737,J & K CONSULTANTS INC.,4507 W LAWRENCE AVE 1ST 107,60630
+5760,339281,26,NaN,BAHA AUTO SOUND INC.,4257 W NORTH AVE 1ST,60639
+5761,339319,22,775,LAS ISLAS MARIAS,2400 S PULASKI RD 1,60623
+5762,33950,38,NaN,CHRIS' QUALITY WORKS INC.,5643 W IRVING PARK RD 1 1,60634
+5763,339538,34,NaN,NEW 112TH & VINCENNES CURRENCY INC.,11207 S VINCENNES AVE 1,60643
+5764,339549,11,NaN,MEC.CONSULTANTS,2921 S PRINCETON AVE 1ST,60616
+5765,339601,11,902 | 901,COMFORT CONTROL 1 CO.,2843 S ARCHER AVE 1ST,60608
+5766,33962,43,785,Frank's,2503 N CLARK ST 1ST,60614
+5767,339641,27,805,"HALF ACRE BEER CO,1050 W HUBBARD ST",3F,60642
+5768,339663,27,NaN,TASTE ICONS - THE ART OF LIFE,2136 W MONROE ST 4TH 402,60612
+5769,339664,19,NaN,MSP LIGHTING PRODUCTS INC,3140 W 111TH ST GROUND,60655
+5770,339665,8,NaN,BLESSED BUBBLES LAUNDOMAT INCORPORATED,860 E 79TH ST 1,60619
+5771,339666,42,NaN,ROYAL ROOTS GLOBAL INC.,980 N MICHIGAN AVE 14TH 1400,60611
+5772,339687,29,197,LIBERTY TAX SERVICE 5948,5948 W NORTH AVE 1ST,60639
+5773,339705,7,NaN,CRICKET,2025 E 95TH ST 1ST,60617
+5774,33973,30,NaN,ROYAL AUTO PARTS,3429 N PULASKI RD 1ST,60641
+5775,339747,43,NaN,TOWER CLEANERS,444 W FULLERTON PKWY LOWER LEVEL,60614
+5776,339754,36,197 | 659,US INCOMETAX SERVICE LLC,6110 W ADDISON ST 1ST,60634
+5777,339771,32,NaN,DOGTOWN WALKERS LLC,2310 W ST PAUL AVE 4TH 404,60647
+5778,339781,42,NaN,LASALLE STREET CAPITAL MANAGEMENT LLC,190 S LA SALLE ST 12 1250,60603
+5779,339797,37,775,MR J & J FISH & CHICKEN INC.,3944 W CHICAGO AVE 1ST,60651
+5780,339861,9,775,MANNY'S TACOS & BURRITOS,11543 S MICHIGAN AVE 1ST,60628
+5781,339877,27,NaN,(#3) ST. PATRICK'S DAY PARADE ANNUAL MARSHAL'S...,1340 W WASHINGTON BLVD,60607
+5782,33991,35,NaN,AFS MORTGAGE,2823 N MILWAUKEE AVE,60618
+5783,339917,26,NaN,MADMAX AUTO SALES AND SERVICES GROUP INC.,1725 N PULASKI RD 1,60639
+5784,339934,14,775,SUBWAY,2756 W 55TH ST 1ST C,60632
+5785,33994,26,NaN,EAST WEST MECHANICAL CONTRACTOR,2348 W GRAND AVE 1,60612
+5786,339956,1,673,HISPANO COMMUNICATIONS,3107 W ARMITAGE AVE,60647
+5787,340,42,638,FRANKIE Z' CLARK BAR,435 N CLARK ST,60610
+5788,34002,15,NaN,QUALITY AUTO SALES,4600 S WESTERN AVE 1ST,60609
+5789,340029,3,725,DM Valet Service Inc.,1401 S WABASH AVE 0,60605
+5790,340103,41,NaN,GEMINI CLAIM MANAGEMENT LLC,5450 N CUMBERLAND AVE 1ST 140,60656
+5791,340127,17,NaN,ALLENDE HARDWARE & PLUMBING LLC,3245 W 63RD ST 1ST,60629
+5792,340131,27,NaN,WIZARD WERKS,1210 W LAKE ST 1ST,60607
+5793,340167,1,829,LUSH WINE & SPIRITS,1412 W CHICAGO AVE 1ST,60642
+5794,34018,12,NaN,AMCOR WELDING & FABRICATING,3230 W 31ST ST 1ST,60623
+5795,340182,26,NaN,Thirdeye Communications of Illinois Inc,4046 W NORTH AVE 1,60639
+5796,340190,33,775,PASADITA EXPRESS,2925 W IRVING PARK RD 1ST.,60618
+5797,340202,46,NaN,"ISMAT ENTERPRISES CORPORATION,3820 N BROADWAY",1,60613
+5798,340218,25,904,MIRACLE GIFT STORE INC.,2239 S WENTWORTH AVE 1ST,60616
+5799,340224,28,NaN,FIFTH CITY AUTO SPA INC.,3072-3074 W FIFTH AVE 1,60612
+5800,34027,45,829,GLADSTONE LOUNGE & LIQUORS,5734 N MILWAUKEE AVE 1ST,60646
+5801,3403,41,NaN,SCREW MACHINE ENG CO INC,6425 N AVONDALE AVE,60631
+5802,340344,50,775,GHAREEB NAWAZ RESTAURANT,2032 -2034 W DEVON AVE 1ST,60659
+5803,340371,43,NaN,JUDY HEDGES,1347 N STATE PKWY 3RD 3,60610
+5804,34038,36,NaN,CLEMENTI PRINTING INC,2832 N NARRAGANSETT AVE 1ST,60634
+5805,34041,31,NaN,SULIK AUTO INC,5301-5303 W DIVERSEY AVE 1ST,60639
+5806,340451,36,NaN,MEGAART INC,6740 W BELMONT AVE,60634
+5807,340464,32,NaN,HERMOSA'S HAIR STUDIO,3057 W DIVERSEY AVE 1ST,60647
+5808,340466,11,624,BLUE CITY CYCLES,3201 S HALSTED ST 1,60608
+5809,340501,16,NaN,WORLD COMMUNICATIONS ENTERPRISE INC,6510 S WESTERN AVE 1ST,60636
+5810,340536,42,676,HOTEL FELIX,111 W HURON ST 1ST,60654
+5811,340540,21,NaN,SOLAREADY,8112 S VINCENNES AVE 2,60620
+5812,340641,50,NaN,TAX PROP,2723 W DEVON AVE GROUND 101,60659
+5813,34065,5,NaN,"UNIVERSITY LOCK & KEY,1344 E 55TH ST",MAIN,60615
+5814,340697,25,NaN,Peapod LLC,2300 S THROOP ST,60608
+5815,34076,8,NaN,MELBAR FOREIGN CAR REPAIR,1401 E 71ST ST 1ST,60619
+5816,340788,33,NaN,The Farmers Market,4810 N KEDZIE AVE FIRST,60625
+5817,340816,47,NaN,ECLIPSE THEATRE COMPANY,4001 N RAVENSWOOD AVE 4TH 402,60613
+5818,340855,31,NaN,LATINOS TRAVEL,4444 W DIVERSEY AVE 1ST,60639
+5819,340859,46,NaN,NETWORK EXPERTO INC,903 W IRVING PARK RD STORE FRONT,60613
+5820,340905,42,942,Nana,300 S COLUMBUS DR,60604
+5821,340941,33,NaN,T-MOBILE LIMITED,3358 W LAWRENCE AVE 1ST,60625
+5822,340956,3,775,BABA'S FAMOUS STEAK & LEMONADE,130 E 51ST ST 1 1,60615
+5823,340967,14,775,ANGELOS BEEF HUT,5526 S ARCHER AVE 1ST,60638
+5824,340988,4,NaN,MIDWEST WESTERN RECEIPERSHIP CARE TAKER ASSOCI...,4850 S LAKE PARK AVE 3RD 311,60615
+5825,34102,39,711,P. J. AUTO SERVICE INC.,4971 N ELSTON AVE 1ST,60630
+5826,341021,41,NaN,A.1 BEST SERVICES,6801 W HIGGINS AVE 1ST C,60656
+5827,341039,6,673,SOUTHPARK CONSTRUCTION,400 W 76TH ST 2 203,60620
+5828,34106,8,894,"JUST CUT'N UP LTD,1728 E 87TH ST",LOWER,60617
+5829,34110,43,829,GLASCOTT'S GROGGERY,2158 N HALSTED ST 1ST,60614
+5830,34113,26,NaN,MIDWEST AUTO CENTER,3400-3414 W ARMITAGE AVE 1ST,60647
+5831,341180,27,775,GOURMET GORILLA INC.,942 W HURON ST 1 1,60642
+5832,341217,4,NaN,Aramark @ McCormick Place East Bldg,2301 S LAKE SHORE DR 1ST EAST BLD,60616
+5833,341247,2,NaN,MOHAMED HAIR STYLES,238 W DIVISION ST 1ST C,60610
+5834,341248,1,NaN,MULBERRY & ME,2019 W DIVISION ST 1ST,60622
+5835,341253,2,NaN,Barrett Photography,1811 W NORTH AVE 4 401A,60622
+5836,341276,28,NaN,J SIGNATURE CUT & STYLES,4306 W MADISON ST 1,60624
+5837,341289,42,NaN,FOREST HILL ENERGY AGENCY LLC,8 S MICHIGAN AVE 20 2002,60603
+5838,341332,42,775,VISTA CAFE,233 N MICHIGAN AVE 2ND FLR C019-C,60601
+5839,341409,33,724,JV VIDEO SURVEILLANCE,2928 N SACRAMENTO AVE 1ST,60618
+5840,34146,42,NaN,"RISK MNGT & INFO SYSTEMS INC,151 N MICHIGAN AVE",2404,60601
+5841,341474,40,724,WEENER WARE LLC,6140 N HAMILTON AVE 3S,60659
+5842,341488,42,775,SUBWAY #51581,29 W LAKE ST,60601
+5843,341497,42,724,ABSOLUTELY CHICAGO SEGWAYS TOURS,400 E RANDOLPH ST 29 2902,60601
+5844,341558,42,NaN,LYONCORP OF CHICAGO INC,626 N MICHIGAN AVE 1ST,60611
+5845,341596,40,775,GEORGES ICE CREAM SWEETS,5306 N CLARK ST 1,60640
+5846,34161,11,708,WINNER CONSTRUCTION INC,945 W 31ST ST 1ST,60608
+5847,341628,25,NaN,S & K DISCOUNT GROUP INC.,1337 W 15TH ST 1,60608
+5848,341646,46,NaN,"AMERICAN ALLIED HOME HEALTHCARE,4007 N BROADWAY",2ND 202,60613
+5849,341650,47,814,Browntrout,4000 N LINCOLN AVE,60618
+5850,341675,23,NaN,WE'RE IN STITCHES EMBROIDERY,6134 S PULASKI RD,60629
+5851,341677,42,648,CHICAGO CLEAN & MEND,2 E ERIE ST 1ST,60611
+5852,3417,25,NaN,FEDERATED PAINT MFG CO INC,1882 S NORMAL AVE,60616
+5853,341723,48,NaN,LITTLE DROP INTERCOM INTERNET CAFE RETAIL,1049 W GRANVILLE AVE 1,60660
+5854,34175,14,NaN,MIDWEST ENGINE SERVICE,2618 W 51ST ST 1ST,60632
+5855,341752,25,NaN,PING AI SERVICE,2243 S WENTWORTH AVE 2,60616
+5856,341835,44,NaN,DOLLAR AND SENSE,824 W BELMONT AVE 1ST,60657
+5857,341851,42,763,7-ELEVEN #33511C,33 E ADAMS ST 1ST,60603
+5858,341852,48,775,7-ELEVEN #33732A,1055 W BRYN MAWR AVE 1ST,60660
+5859,341855,46,775,7 ELEVEN #36793 A,4150 N BROADWAY,60613
+5860,34186,10,NaN,FASHION MEN'S POWER INC,9128 S COMMERCIAL AVE 1ST,60617
+5861,3419,11,NaN,LUSTER PRODUCTS,1104 W 43RD ST,60609
+5862,341906,42,NaN,CG GROWTH STRATEGIES,211 E ONTARIO ST 16 1600,60611
+5863,341908,1,775,BON BON SANDWICHES,2333 W NORTH AVE 1ST,60647
+5864,341944,44,NaN,"nat & helens llc,3125 N BROADWAY",1ST,60657
+5865,341946,11,775,Subway,1236 S CANAL ST GROUND FLOOR,60607
+5866,341951,42,NaN,I - CLEAN,650 W LAKE ST BSMT B 6,60661
+5867,341961,35,673,AD SHEET METAL INC.,3613 W LAWRENCE AVE 1,60625
+5868,342019,30,NaN,SALUD Y VIDA,3922 W DIVERSEY AVE 1ST,60647
+5869,34202,42,NaN,SHAH & PARIKH PTR,14 E JACKSON BLVD 1ST,60604
+5870,34204,32,829,THE LIAR'S CLUB,1665 W FULLERTON AVE 1ST,60614
+5871,342097,45,NaN,ESSENTIAL PREVENTIVE HEALTH CARE LLC,4253 N MILWAUKEE AVE,60641
+5872,342128,47,709,CUMBERLAND THERAPY SERVICES LLC,3701 N RAVENSWOOD AVE 3RD 300,60613
+5873,342154,29,763,M & S FOOD MARKET INC.,5615 W MADISON ST 1,60644
+5874,342166,36,775,LA DULCE BAKERY INC,5847 W FULLERTON AVE 1ST,60639
+5875,34218,38,NaN,WARNER CONSTRUCTION,5211 W WARNER AVE 1ST,60641
+5876,342183,44,673,GREENFOREST FIREPLACE & PATIO CO.,1236 W BELMONT AVE 1 1,60657
+5877,342194,40,NaN,TD IMPORT EXPORT COMPANY,5300 N LINCOLN AVE 1ST,60625
+5878,342264,24,814,El Taconazo,2800 S CALIFORNIA AVE,60608
+5879,342269,34,775,ZHENG'S CHINA GARDEN INC.,10912 S HALSTED ST 1ST,60628
+5880,342288,33,NaN,CENTER ID SIGN,3257 W MONTROSE AVE 1ST STORE,60618
+5881,342305,40,NaN,AROMAS @ NENES,5432 N CLARK ST 1ST,60640
+5882,342377,48,724,Alchemy LLC,1039 W BERWYN AVE FIRST,60640
+5883,34245,11,NaN,P & S AUTO SERVICE INC,2753 S ARCHER AVE 1ST,60608
+5884,34248,44,NaN,GRAMAPHONE LTD,2843 N CLARK ST,60657
+5885,342540,42,NaN,MESA Technology Inc,155 N MICHIGAN AVE 5 570,60601
+5886,34260,23,NaN,METROPOLITAN FAMILY SERVICES,3843 W 63RD ST 1ST,60629
+5887,342642,3,638,L26,2600 S STATE ST 1ST,60616
+5888,34270,47,NaN,RACHEL'S WIG & BEAUTY,1833 W IRVING PARK RD 1ST,60613
+5889,342710,43,NaN,VILLA D'CITTA IL HOTEL,2230 N HALSTED ST 1ST-3RD,60614
+5890,342741,12,673,PRIOS,2738 W 23RD PL 2ND,60608
+5891,34277,28,NaN,MAGAZINE JANITORIAL SER/MAINTE,4629 W ERIE ST 1ST,60644
+5892,34279,33,929,PRECISION FORMING & STAMPING,2419 W GEORGE ST,60618
+5893,342922,1,638,ANTIQUE TACO,1360 N MILWAUKEE AVE 1,60622
+5894,342943,28,784,VINTAGE LOUNGE,1447-1449 W TAYLOR ST,60607
+5895,342949,2,942,St. Stanislaus,1255 N NOBLE ST,60642
+5896,343,29,775,VALENTINO CLUB CAFE,7150 W GRAND AVE,60707
+5897,343022,2,NaN,BEST CABINETS LLC,1500 W CORTLAND ST 1ST 1,60642
+5898,343049,50,NaN,salon rupa,2721 W DEVON AVE 1,60659
+5899,343052,28,763,QUICK FOOD MART,4200 W MADISON ST 1ST,60624
+5900,343106,25,NaN,5/7/11 - MOLE DE MAYO,1818 S PAULINA ST,60608
+5901,343114,7,NaN,STAR BEAUTY SUPPLY 3,7350 S STONY ISLAND AVE 1ST,60649
+5902,343156,37,929,SKYLINE IRON WORKS INC.,4600 W CHICAGO AVE 1ST,60651
+5903,343193,6,666,79TH STATE SHELL,7859 S STATE ST 1,60619
+5904,343212,28,666,CITGO WAY,300 S CICERO AVE,60644
+5905,343269,30,820 | 823,CHILDREN'S HOLISTIC INTEGRATED LEARNING AND DE...,3235 N CENTRAL AVE 1,60634
+5906,343287,42,775,McDONALD'S STORE #4061,186 W ADAMS ST 1,60603
+5907,343298,47,775,The Dog's Bollox,3210 N LINCOLN AVE 1ST,60657
+5908,343328,21,NaN,J-Bees,112 W 87TH ST 1 15,60620
+5909,34345,33,NaN,T & J SPORTSWEAR INC.,3259 W LAWRENCE AVE 1ST,60625
+5910,343483,21,NaN,ASIA NAILS,125 W 87TH ST 1,60620
+5911,343552,20,775,HM GOODY BY DOLLAR PLUS LLC,5407 S HALSTED ST 1 1,60609
+5912,343633,42,775,BEGGAR'S PIZZA,310 S CLINTON ST 1ST,60661
+5913,343657,14,775,PERLA'S GROCERIES,3204 W 55TH ST 1,60632
+5914,343666,27,786,FIFTY FOUR ELEVEN,324 N LEAVITT ST,60612
+5915,3437,4,725,"CROSS TOWN AUTO PARK,320 - 340 S WABASH AVE",INDOO,60604
+5916,343718,42,NaN,ESI International,230 W MONROE ST 3RD 1525,60606
+5917,343723,42,NaN,Huthwaite Inc,230 W MONROE ST 3RD 370,60606
+5918,343746,26,NaN,A.B.C. ELEVATOR COMPANY,3260 W GRAND AVE,60651
+5919,34375,42,798,PAUL L. KLEIN TRAVEL SERVICE,1 N LA SALLE ST 19 1901,60602
+5920,343750,34,775,MAPLE PARK WINES & SPIRITS,851-855 W 115TH ST 1ST,60643
+5921,343875,24,763,GOLDEN GATE FOOD MARKET,3954 W 16TH ST 1,60623
+5922,343881,36,NaN,GSC PUNCH COMPANY,5757 W GRAND AVE,60639
+5923,3439,32,NaN,ROSCOE WESTERN,3355 N WESTERN AVE,60618
+5924,343905,39,NaN,E-Z CONNECTION,4242 W BRYN MAWR AVE 1ST,60646
+5925,343926,30,NaN,L & T DISCOUNT,3326 N MILWAUKEE AVE 1ST,60641
+5926,34395,42,890,BALLET CHICAGO COMPANY,17 N STATE ST 19TH 1900,60602
+5927,344,17,763,JOHNNY'S FOODS,7154-7158 S ASHLAND AVE 1ST,60636
+5928,344062,42,NaN,SIGULER GUFF & COMPANY LP,100 N RIVERSIDE PLZ 24 2450,60606
+5929,344131,33,NaN,Odds-N-Ends Home Repairs,4931 N KEDZIE AVE 3E,60625
+5930,344155,38,792,CITY WIDE ENGINES,7157 W IRVING PARK RD 1ST,60634
+5931,344173,42,NaN,Branded Exclusive,1 S DEARBORN ST 21ST,60603
+5932,344185,12,820,ARCHER AVENUE LEARNING STATION INC,3575 S ARCHER AVE,60609
+5933,34425,35,NaN,SUN TRAVEL AGENCY INC,3646 W LAWRENCE AVE 1ST,60625
+5934,34426,38,NaN,"RICHIE'S CREATIVE HAIR STYLING,7622 W BELMONT AVE",GROUN,60634
+5935,344262,27,775,PITA GRILL,1241 N CLYBOURN AVE 1,60610
+5936,344268,27,NaN,BARGAINS IN A BOX,800 N KEDZIE AVE 1ST 116,60651
+5937,344270,25,775,Ciao Amore,1134 W 18TH ST STORE FRONT,60608
+5938,344352,42,897,BDT Capital Partners LLC,401 N MICHIGAN AVE 31 3100,60611
+5939,34440,39,NaN,ADVANCE DISTRIBUTORS INC,4949 N PULASKI RD,60630
+5940,344433,12,775,"TAQUERIA ""EL PATRON"" INC.",3233 W CERMAK RD 1,60623
+5941,344444,20,NaN,RC HVAC & APPLIANCE,5501 S HALSTED ST,60621
+5942,34447,37,NaN,ILLINOIS STUDENT TRANSPORTATION,459 N PULASKI RD,60624
+5943,34450,41,624,ARCHIE'S PRECIOUS METALS INC,5516 W DEVON AVE,60646
+5944,344538,32,NaN,CHICAGO ART AND DESIGN CENTER,3054 N GREENVIEW AVE 1,60657
+5945,34458,42,829,JILLY'S TOO,1009-1011 N RUSH ST GROUND,60611
+5946,34459,41,NaN,"LBL STRATEGIES LTD.,6321 N AVONDALE AVE",A-214,60631
+5947,344592,27,NaN,PLATFORM PUBLIC AFFAIRS LLC,1415 N DAYTON ST 3RD 303,60642
+5948,344617,42,NaN,ITS JUST LUNCH,101 W GRAND AVE 5TH 502,60654
+5949,34472,6,829,PAT'S GOAL POST,501 E 71ST ST 1ST,60619
+5950,344749,37,775,AUGUSTA PIZZA & GRILL,4400 W AUGUSTA BLVD 1,60651
+5951,344831,26,NaN,WELDPOL COMPANY,3850 W CORTLAND ST 2,60647
+5952,34486,39,NaN,"NATIONAL BUREAU OF COLLECTIONS,6305 N MILWAUKEE AVE",1ST,60646
+5953,344863,4,743,JIMMY GREEN'S,823-825 S STATE ST 1ST,60605
+5954,344865,17,NaN,HI BEAUTY SUPPLY,255 W 79TH ST 1 1,60620
+5955,344917,26,814,Souchet Tropical Infusion,2600 W DIVISION ST,60622
+5956,34503,36,774,KONRAD'S LIQUOR,6720 W BELMONT AVE,60634
+5957,345033,14,864,LEGENDARY BAKING,4308 W 44TH ST 1ST,60632
+5958,34504,1,829,GUS MAZAN TAP,1013 N WESTERN AVE 1ST,60622
+5959,345080,37,763,NOAH FOOD GROUP,4959 W AUGUSTA BLVD 1,60651
+5960,345099,42,703,CANNON MEDIA INC.,564 W RANDOLPH ST 2ND,60661
+5961,3451,44,NaN,CUBS PARK SERVICE,3650 N CLARK ST,60613
+5962,345124,17,775,PAYLESS FOOD MART INC.,6359 S KEDZIE AVE 1,60629
+5963,345132,42,NaN,CITYLIVING DESIGN LIMITED,401 E ONTARIO ST 13 1302,60611
+5964,345157,41,NaN,FORECLOSURE CLEAN AND CLEAR SERVICESLLC,6032 N NICKERSON AVE 1,60631
+5965,345186,27,NaN,Iron Galaxy Studios LLC,848 W EASTMAN ST 2 206,60642
+5966,345224,15,NaN,Olympic Import & Domestic Auto Parts Inc.,5335 S WESTERN AVE 2ND,60609
+5967,345226,42,638,PUBLIC HOUSE,400 N STATE ST 1ST,60654
+5968,345268,2,630,GRAND TRUNK ROAD,1417 W FULLERTON AVE 1ST,60614
+5969,34527,36,712 | 793,A & A AUTO REPAIR,5035 W GRAND AVE 1ST,60639
+5970,345273,47,814,Lisa's Homemade Itlalian Ice,3200 N LINCOLN AVE,60657
+5971,345275,25,NaN,S & S USED APPLIANCES,2490 S BLUE ISLAND AVE 1ST,60608
+5972,345294,20,763,CITGO GAS STATION,251 W 63RD ST 1,60621
+5973,345307,45,894,INSTYLE HAIR STUDIO & DAY SPA CORP.,5136 W IRVING PARK RD 1,60641
+5974,34531,27,NaN,"SCALE MODEL STUDIOS INC.,(17 000 SQ. FT.)",1435 W FULTON ST,60607
+5975,345341,50,911,hat box chicago,2746 W TOUHY AVE 1,60645
+5976,345357,35,NaN,AFB SYSTEMS INC.,4009 W ARMITAGE AVE,60639
+5977,345367,42,NaN,PRECIOUS GEMS AND JEWELRY,23 E MADISON ST 1ST,60602
+5978,345382,48,NaN,"STARLIGHT BEAUTY SUPPLY - IL INC.,4925 N BROADWAY",1ST,60640
+5979,345399,4,NaN,MAGID HAIR STUDIO,549 S CLARK ST,60605
+5980,345436,16,775,KING B.B.Q.,6129 S ASHLAND AVE 1ST,60636
+5981,345438,6,769,DONALD HATLEY,7311 S PERRY AVE,60621
+5982,345439,42,763,234 S. WABASH INC.,234 S WABASH AVE 1ST,60604
+5983,345443,44,638,NORI CHICAGO,954 W DIVERSEY PKWY 1,60614
+5984,34546,41,NaN,ANN & DAVID STUDIO,5502 W DEVON AVE 1ST,60646
+5985,34556,42,NaN,"HUTCHINSON SHOCKEY ERLEY & CO.,222 W ADAMS ST",1700,60606
+5986,345624,19,673,FLAME FURNANCE,10408 S ST LOUIS AVE 1ST,60655
+5987,345647,41,624,THE MARELLI GOLD EXCHANGE,5443 N HARLEM AVE 1,60656
+5988,345673,8,767 | 775,DOLLAR GENERAL STORE #19093,1425 E 71ST ST 1,60619
+5989,345684,47,NaN,IT' S A PAWS WORLD,1964 W MONTROSE AVE 1ST,60613
+5990,345687,11,NaN,CUAUHTEMOC CARRINGTON,511 W 32ND ST,60616
+5991,345711,48,NaN,GARCIAS DELIVERIES,5662 N RIDGE AVE 1ST 1G,60660
+5992,345736,42,775,LAKE POINT MARKET,505 N LAKE SHORE DR 1ST,60611
+5993,345765,29,711,"TOMAR SERVICE INC.,1900 N AUSTIN AVE",1ST,60639
+5994,345778,2,895,FANTASY NAILS,1743 W NORTH AVE,60622
+5995,345834,7,NaN,DIPP COMPANY,7700 S SOUTH SHORE DR 2ND 215,60649
+5996,345851,34,NaN,ANDRE L. WHITTEN,331 W 106TH ST,60628
+5997,345902,14,775,DE COLORES ICE CREAM INC.,3838 W 49TH ST 1,60632
+5998,34593,42,NaN,"GEMCRAFT DIAMOND CORP,111 N WABASH AVE",710,60602
+5999,345950,8,894,AMY'S AFRICAN HAIR BRAIDING,1715 E 79TH ST,60649
+6000,345965,39,775,2 ASIAN BROTHERS,3222 W FOSTER AVE 1,60625
+6001,3460,42,725,PEOPLES AUTO PARKING CO,566 W VAN BUREN ST,60607
+6002,346011,45,673,KJM QUALITY CONSTRUCTION INC.,6055 W PETERSON AVE 1 1,60646
+6003,34602,38,NaN,"WEAR FLEX SLINGS,6616 W IRVING PARK RD",DIV M,60634
+6004,34607,42,708,Premier Print & Services Group Inc,10 S RIVERSIDE PLZ 18 1810,60606
+6005,346072,1,NaN,D & D CLEANERS,2014 W DIVISION ST 1ST B,60622
+6006,346115,30,NaN,FRIENDLY DOMESTIC AGENCY,3427 N MILWAUKEE AVE 1ST FRONT,60641
+6007,346172,40,779 | 712,SIDNEY TIRE & AUTO REPAIR,6013 N RIDGE AVE 1ST,60660
+6008,34619,42,NaN,Vera L Rast Partners Inc.,2 N LA SALLE ST 18 1808,60602
+6009,346202,35,NaN,Riders Needs,3826 W MONTROSE AVE 1ST,60618
+6010,346223,37,763,ALCASEY FOOD MART INC.,5520 W NORTH AVE 1 1,60639
+6011,346335,25,814,DeColores Restaurant,1600 S PEORIA ST,60608
+6012,346344,48,NaN,"BROADWAY COMPUTERS,6208 N BROADWAY",1ST,60660
+6013,346351,49,775,ETHIOPIAN DIAMOND II RESTAURANT INC.,7537-7539 N CLARK ST 1ST,60626
+6014,346476,43,724,TOURS R US CHICAGO LLC,2600 N LAKEVIEW AVE 6TH 6F,60614
+6015,346500,30,775,NEW DELTA RESTAURANT,3205 N CICERO AVE 1 1,60641
+6016,346512,42,898,MacHero Inc.,318 W ADAMS ST 16,60606
+6017,346527,1,NaN,ELIZABETH SIEGAN DESIGN,1969 W EVERGREEN AVE 3 3,60622
+6018,346588,45,NaN,FIRST BULGARIAN CENTER IN CHICAGO,3756 W IRVING PARK RD 1,60618
+6019,346599,12,NaN,EVERLASTING COVENANT ACCOMPLISHMENT COMMUNICATION,3125 S ASHLAND AVE 1ST 208,60608
+6020,346606,21,724,CANDACE WILLIAMS,9122 S EGGLESTON AVE 2ND,60620
+6021,346610,15,775,VIDA SALUD Y BIENESTAR,2600 W 47TH ST 1ST,60632
+6022,346648,12,NaN,ESMERALDA,4100 S ASHLAND AVE 1ST LOC 506,60609
+6023,346663,26,724,Miss Nyet Publishing LLC,2124 W GRAND AVE MAIN,60612
+6024,34670,13,NaN,FINE ART LAB INC,5736 S PULASKI RD 1ST,60629
+6025,346735,14,NaN,JASON A. MC DANIEL,5122 S NEENAH AVE 1,60638
+6026,346745,47,NaN,THEODORE SHOE REPAIR,4753 N DAMEN AVE 1,60625
+6027,346746,32,775,NOHEA CAFE,2142 W ROSCOE ST 1ST,60618
+6028,346832,3,775,HONEY'S TO GO CARRYOUT,5401 S WENTWORTH AVE,60609
+6029,346842,15,NaN,ANDREW ATCHINSON,1642 W 62ND ST 1,60636
+6030,34685,2,NaN,WHITEWATER CLEANERS,2529 N SOUTHPORT AVE 1ST,60614
+6031,34691,4,NaN,MARY'S MAILING & PTINTING SERV,626 S CLARK ST 2ND,60605
+6032,346931,42,NaN,NATIONAL KIDNEY FOUNDATION OF ILLINOIS,215 W ILLINOIS ST FIRST 1C,60654
+6033,346933,44,673,OLD WORLD CARPENTRY,520 W MELROSE ST 4 4J,60657
+6034,346939,47,NaN,JSOFT,2334 W LAWRENCE AVE 2 216,60625
+6035,346956,1,775,LA JUNQUENA,2501-2503 W NORTH AVE 1,60647
+6036,346963,42,NaN,ALTEP,224 N DESPLAINES ST 1ST 1SOUTH,60661
+6037,347093,27,775,GIRL & THE GOAT,809-813 W RANDOLPH ST 1ST AND BASEMENT,60607
+6038,34727,37,819,JILL L GRAMER,321 N CENTRAL AVE,60644
+6039,347309,35,NaN,ENTERPRISE LAUNDRY SERVICES INC.,3951 W BELDEN AVE 1,60647
+6040,347313,27,708,"The Jellyvision Lab Inc.,811 W EVERGREEN AVE",200,60642
+6041,347348,27,829,BENCHMARK BAR & GRILL,1508-1510 N WELLS ST 1ST AND 2ND FLOORS,60610
+6042,347353,42,NaN,Plan B Inc,116 W ILLINOIS ST 2W,60654
+6043,34745,22,769,LUCIA _MORALES,2512 S HOMAN AVE 1ST,60623
+6044,347467,1,775,CUMIN RESTAURANT,1414 N MILWAUKEE AVE 1,60622
+6045,347486,17,666,GAS CENTER,3037 W 63RD ST 1ST,60629
+6046,3475,12,775,LINDY'S CHILI INC,3685 S ARCHER AVE,60609
+6047,347506,29,NaN,SIR KEVIN'S PLACE,5449 W MADISON ST 1 1,60644
+6048,347666,5,763,BP,5048 S CORNELL AVE 1ST,60615
+6049,347670,5,894,TAMER HAIR SALON,1619 E 55TH ST 1,60615
+6050,34769,16,NaN,"51ST & ASHLAND CURRENCY EXCHAN,5105 S ASHLAND AVE",1ST,60609
+6051,34770,10,NaN,"MODERN STUCCO,13531 S AVENUE O",1ST,60633
+6052,34776,21,NaN,FOSTER PARK CURRENCY EXCHANGE,8259 S ASHLAND AVE,60620
+6053,347766,42,775,CONVENIENCE 35,35 W WACKER DR 1ST LOBBY,60601
+6054,347820,46,823,SMART LOVE PARENTING CENTER,800 W BUENA AVE 1,60613
+6055,347835,47,NaN,INSIDE MEDIA,4619 N RAVENSWOOD AVE 1ST 103,60640
+6056,34788,6,NaN,DELIVIA'S STYLE SHOP,701 E 79TH ST,60619
+6057,347904,42,904,FELLOWS MORIARTY STUDIO,410 S MICHIGAN AVE 7 720,60605
+6058,347942,40,673,AMERICAN BONDED XTERIORS,2425 W WINNEMAC AVE 1,60625
+6059,347950,50,775,TAZA BAKERY,3100 W DEVON AVE 1ST,60659
+6060,347967,47,NaN,WHIRLI-GIG BRAND DESIGN COMPANY,4659 N RAVENSWOOD AVE 1 2,60640
+6061,347997,42,814,Spencer's Jolly Posh Foods,50 W WASHINGTON ST,60602
+6062,348150,40,NaN,CHICAGO MINI MART,5503 N LINCOLN AVE 1ST,60625
+6063,348185,30,NaN,TAXMAX,5341 W BELMONT AVE 1ST,60641
+6064,348204,22,666,SHELL,4900 S CICERO AVE,60638
+6065,348226,21,763,BUDDY'S FOOD WINE & SPIRITS,205 W 87TH ST 1ST 205-B,60620
+6066,348250,1,775,FULLERTON SHELL,2801 W FULLERTON AVE 1,60647
+6067,34828,12,NaN,NEW 31 & KEDZIE CURR EXC INC,3045 S KEDZIE AVE 1ST,60623
+6068,348287,3,763,WOODS FOOD & LIQUOR,200 E 35TH ST,60616
+6069,34833,32,NaN,PIONEER CASH REGISTER INC,3153 W DIVERSEY AVE,60647
+6070,34837,11,NaN,31ST & WALLACE CURRENCY EXCHAN,3101 S WALLACE ST,60616
+6071,348388,8,666,CITGO GAS STATION,8721 S COTTAGE GROVE AVE 1ST,60619
+6072,348443,31,673,MAGALLANES REMODELING INC.,2514 N CENTRAL PARK AVE 2 2ND,60647
+6073,348476,11,NaN,NATURE STYLING STUDIO,453 W 24TH ST 1 1A,60616
+6074,348483,9,NaN,KENSINGTON GROCERY,11461 S FRONT AVE 1 1,60628
+6075,34849,19,NaN,NEW MT GREENWOOD CURR EXCH,11101 S KEDZIE AVE,60655
+6076,348533,26,763,HALASVILLE TOBACCO AND MORE,3500 W ARMITAGE AVE 1,60647
+6077,348581,39,NaN,J.J. STYLES INC.,4716 N PULASKI RD 1,60630
+6078,348592,20,NaN,1ST RESPONSE EMS INC.,6027 S WENTWORTH AVE 1 1,60621
+6079,348601,16,NaN,LARRY'S BARBER SHOP,2504 W 63RD ST 1ST,60629
+6080,348604,42,NaN,GOLDSTAR COMMUNICATIONS,150 N MICHIGAN AVE 8TH 800,60601
+6081,34863,27,NaN,VOLUME ENTERTAINMENT LTD,125 N HALSTED ST # 302,60661
+6082,34865,42,763,SPY BAR,303 W ERIE ST BSMT L101,60610
+6083,348693,27,NaN,MIDWAY BUILDING SERVICES LTD.,456 N OAKLEY BLVD 1,60612
+6084,348744,40,774,WINDY CITY LIQUOR,4959 N DAMEN AVE,60625
+6085,3488,43,NaN,ARTIST FRAME SERVICE,1871 N CLYBOURN AVE,60614
+6086,348804,26,NaN,CARIBE FUNERAL HOME,3312-3316 W ARMITAGE AVE 1ST,60647
+6087,348807,11,NaN,ACCELERATED REHABILITATION CENTERS,3454 S HALSTED ST 1ST,60608
+6088,348827,46,927,"CorePower Yoga,4424 N BROADWAY",1ST FLR,60640
+6089,348828,47,NaN,Nava A. Segall M.D.S.C.,4116 N LINCOLN AVE 1,60618
+6090,348848,42,775,FRIETKOTEN,131 N CLINTON ST 1ST 13,60661
+6091,34885,26,NaN,"PALM ELECTRIC,2918 W GRAND AVE",1ST,60622
+6092,348860,42,763,MICHIGAN CANDY STORE,980 N MICHIGAN AVE 1 1,60611
+6093,34887,26,NaN,2934 GRAND CURR.EXCH.INC.,2934 W GRAND AVE,60622
+6094,348875,48,724,TRANSCENDENCE GLOBAL MEDIA NFP,1424 W FOSTER AVE 2ND,60640
+6095,3489,35,NaN,SCHELLHORN PHOTO TECH INC,3916 N ELSTON AVE 1ST,60618
+6096,348946,37,NaN,FABIAN'S AUTO GLASS CORP.,1440 N KILPATRICK AVE 1ST,60651
+6097,348953,6,NaN,T & K AFRICAN IMPACT,659 E 79TH ST 1ST,60619
+6098,348967,42,775,CAFE DU MARCHE,131 N CLINTON ST 1 6,60661
+6099,348990,30,NaN,ANDYS TOOL REPAIR.COM,3507 N KENTON AVE 1,60641
+6100,349,43,638,THE BUDLONG HOT CHICKEN,1008 W ARMITAGE AVE 1,60614
+6101,349043,49,673,"STONEBYTUDOR INCORPORATED,1654 W FARWELL AVE",G-J,60626
+6102,34905,1,784,NICK'S BEER GARDEN,1516 N MILWAUKEE AVE 1ST,60622
+6103,349065,42,763,DAVE'S CONFECTIONERY,55 E JACKSON BLVD 1,60604
+6104,349075,15,775,123 FOOD,1822 W 63RD ST 1ST,60636
+6105,349107,11,735,DEL TORO,2133-2139 S HALSTED ST 1-2,60608
+6106,34916,32,NaN,REDEYE EYEWEAR,1869 N DAMEN AVE,60647
+6107,34918,44,775,NEWPORT BAR & GRILLE,1344 W NEWPORT AVE 1ST,60657
+6108,349180,1,NaN,U.S. CLEANERS,2053 W NORTH AVE 1ST,60647
+6109,349184,16,NaN,KINGDOM CHEVROLET INC.,6603 S WESTERN AVE 1 1,60636
+6110,349223,12,NaN,SOLEMAR,2729 W CERMAK RD 1,60608
+6111,349224,46,NaN,"EXECUTIVE ATHLETE RECRUITING AGENCY,3843 N BROADWAY",1 1,60613
+6112,349237,3,775,JAMAICA JERK VILLA,8 E CERMAK RD 1ST,60616
+6113,34924,10,816,DIAMOND CORING CO INC,10640 S BUFFALO AVE 1ST,60617
+6114,349268,42,NaN,L.H. SELMAN LTD.,410 S MICHIGAN AVE 2 207,60605
+6115,349294,35,624,CASH 4 GOLD,3410 1/2 W MONTROSE AVE 1 1,60618
+6116,349314,23,NaN,T-MOBILE LIMITED,5601 S HARLEM AVE 1ST UNIT B,60638
+6117,349386,42,720,SECURITY TRADERS ASSOCIATION OF CHICAGO SCHOLA...,216 W JACKSON BLVD 6 625,60606
+6118,34940,38,NaN,KITCHEN & BATH OUTLET INC,4734 N AUSTIN AVE,60630
+6119,34943,42,NaN,"BEALE TRAVEL SERVICE,104 S MICHIGAN AVE",510,60603
+6120,34944,44,NaN,COCKTAIL,3359 N HALSTED ST,60657
+6121,349498,1,814,Melt/Bagel on Damen,2000 W DIVISION ST,60622
+6122,349503,44,725,CHICAGO CUBS,3639-3643 N CLARK ST 1,60613
+6123,349510,13,648,CLEAN CLEAN DRYCLEANERS,6417 W ARCHER AVE 1,60638
+6124,349514,44,850,WRIGLEY FIELD PREMIUM TICKETS,3711-3727 N CLARK ST 1ST,60613
+6125,349585,34,775,KING FOOD MART,12760 S HALSTED ST 1ST,60628
+6126,349595,14,894,EL MIKE BARBERSHOP,4838 S PULASKI RD 1,60632
+6127,349624,2,775,Devour 312,1450 W WEBSTER AVE 1ST,60614
+6128,349642,8,NaN,95TH DISCOUNT STORE,1926 E 95TH ST 1 A,60617
+6129,349650,40,NaN,"ARELLANO'S,SOCCER & SPORTS EQUIPMENT",5655 N LINCOLN AVE,60659
+6130,349702,27,775,MONTICELLO FOOD MART INC.,1000 N MONTICELLO AVE 1,60651
+6131,34972,42,NaN,"ARI IMPORTS INC,8 S MICHIGAN AVE",1312,60603
+6132,349756,14,602,EDDIE'S ON-SITE REPAIRS INC.,4106 W 47TH ST,60632
+6133,349757,11,724,RONGSTAR DIGITAL INC.,3075 S BONFIELD ST 1 1,60608
+6134,3498,32,NaN,BERTEAU-LOWELL PLATING WORKS INC,2320 W FULLERTON AVE,60647
+6135,349868,44,NaN,NEW LIFE SPA,1144 W DIVERSEY PKWY 1ST,60614
+6136,34987,3,NaN,"GARFIELD-DAN RYAN CURR.EXCH IN,148 W 55TH ST",1ST,60609
+6137,349888,14,NaN,"GUTIERREZ FLORES,5556 S CHRISTIANA AVE",1,60629
+6138,349928,13,776,CIRCLE K 6864,5500 - 5512 S PULASKI RD 1ST,60629
+6139,349934,4,602,KRIMAC ELEVATOR INSPECTION COMPANY,47 W POLK ST 1,60605
+6140,349940,48,NaN,"GLOBAL STEEL ENTERPRISES,5041 N BROADWAY",2ND,60640
+6141,349959,6,775,J & D DELI MARKET,7107 S STATE ST 1ST,60619
+6142,350,23,638,THREE SONS RESTAURANT INC.,6200 S ARCHER AVE,60638
+6143,3500,12,NaN,JOSEPH MANUFACTURING CO,3510 S WESTERN AVE,60609
+6144,35000,33,NaN,GOULART TRAVEL INC,3020 W IRVING PARK RD 1ST,60618
+6145,350031,26,763,DOLLAR BARGAINS & GROCERY,4041 W NORTH AVE 1,60639
+6146,350042,23,638,TAQUERIA EL TENAMPA,5315-5317 S PULASKI RD 1ST,60632
+6147,350093,29,774,LARAMIE BAKERY & DELI,3232-3236 N HARLEM AVE 1ST,60634
+6148,350113,18,779 | 712,PAISANO MUFFLERS AND AUTO SERVICE LLC,8601-8611 S CICERO AVE 1,60652
+6149,350127,42,894,BEST CHICAGO BARBERS,67 E OAK ST 6 6E,60611
+6150,350160,42,NaN,VEO FINANCIAL COUNSEL LLC,10 S RIVERSIDE PLZ 18 1800,60606
+6151,350189,16,NaN,THOMAS RESALE SHOP,1334 W 59TH ST 1,60636
+6152,350203,36,NaN,TAXCORP C.S.F.INC.,6244 W BELMONT AVE 1ST,60634
+6153,35021,11,NaN,47TH&HALSTED CHECK CASHERS INC,4651 S HALSTED ST,60609
+6154,350214,42,775,HOT WOKS COOL SUSHI,300 W ADAMS ST 1 & MEZZ,60606
+6155,35024,45,NaN,SALON CONCEPTS,4021 N ELSTON AVE 1ST,60618
+6156,350246,2,775,AMEER KABOB,1050 N MILWAUKEE AVE 1ST,60642
+6157,35030,8,NaN,LEROY MIDYETTE,708 E 90TH PL 1ST,60619
+6158,350300,42,708,"SUN-TIMES MEDIA PRODUCTIONS LLC,350 N ORLEANS ST",10-S,60654
+6159,350377,49,NaN,NORTHWEST MAINTENANCE,6720 N SHERIDAN RD 2 213,60626
+6160,350389,29,NaN,BEST BUSINESS SERVICE CENTER CO.,7462 W BELMONT AVE 1 B,60634
+6161,350390,6,NaN,Just Us Lawn Care Inc.,400 W 76TH ST 3 311,60620
+6162,350397,43,704,MASSAGE ENVY SPA,801 W DIVERSEY PKWY 1ST,60614
+6163,35042,34,708,OLD VETERAN CONSTRUCTION,10942 S HALSTED ST,60628
+6164,350450,25,NaN,KIME EXPRESS,1334 W 18TH ST 1ST,60608
+6165,350486,12,NaN,CADENA PRINTING & PC SOLUTION,3555 S ARCHER AVE 1ST,60609
+6166,350492,24,NaN,INTERNATIONAL COMMUNITY CHANGERS,3440 W ARTHINGTON ST 1 1,60624
+6167,350550,49,724,"ALBERTO'S JANITORIAL SERVICE INC.,6925 N GREENVIEW AVE",3C,60626
+6168,350563,39,NaN,IN REACH SERVICES LLC,4202 W LAWRENCE AVE 2,60630
+6169,350569,11,725,TRIPLE CROWN ENTERTAINMENT LLC,500 W 35TH ST 1 1,60616
+6170,350571,42,NaN,SPROUTS ACADEMY,350 W ONTARIO ST 1ST,60654
+6171,350649,35,NaN,HONDUTEL SERVICE,2660 N SAWYER AVE 1ST,60647
+6172,35071,42,704,"YSLA HAIR SALON FOR MEN,10 S LA SALLE ST",1,60603
+6173,350751,12,NaN,LA MODA SHOES,3101 W 26TH ST 1ST N 3-4,60623
+6174,35076,43,NaN,SPEX ON CLARK,2316 N CLARK ST,60614
+6175,350763,3,855,STOP PARKING CORP,1401 S MICHIGAN AVE,60605
+6176,350811,50,NaN,CHICAGO ACCEPTANCE LLC,6231 N WESTERN AVE 1,60659
+6177,350812,27,NaN,LEAPFROG PRODUCT DEVELOPMENT LLC,159 N RACINE AVE 3 3E,60607
+6178,350814,38,NaN,MORALES CLEANING CARPET,5238 W HUTCHINSON ST 1,60641
+6179,350818,14,769,ALICIA RAMOS,5754 S SACRAMENTO AVE,60629
+6180,350872,35,775,REINA DE LA NUBE,3711 W MONTROSE AVE 1 1,60618
+6181,350902,15,NaN,IMAGENE Y COMMUNICATIONES,1742 W 47TH ST 1ST,60609
+6182,35103,41,NaN,R A S TIRE SALES,6544 N MILWAUKEE AVE 1ST,60631
+6183,351059,42,NaN,Fusion Technology Solutions Group LLC,233 S WACKER DR 84,60606
+6184,35107,2,NaN,THE MEN'S WEARHOUSE INC #4609,2070 N CLYBOURN AVE,60614
+6185,351087,18,NaN,Exact Time,7601 S CICERO AVE 1 460,60652
+6186,351126,28,775,JASON WOK,1014 S WESTERN AVE 1,60612
+6187,351136,12,NaN,Turbo Taxes,3551 S ARCHER AVE STORE FRONT,60609
+6188,351146,47,638,PIZZERIA SERIO COMPANY,1708 W BELMONT AVE 1ST AND 2ND,60657
+6189,351162,42,743,ARA ON,190 S LA SALLE ST 1ST,60603
+6190,351167,44,NaN,MAJA GRZESZKOWIAK,336 W WELLINGTON AVE 3RD 301,60657
+6191,351196,28,NaN,REME FOOD INC.,220 N HOMAN AVE 1ST,60624
+6192,351215,42,724,THE WASHINGTON GROUP LTD,400 E RANDOLPH ST 15TH 1509,60601
+6193,351250,18,NaN,WIRELESS STREET,8307 S PULASKI RD 1ST,60652
+6194,351254,16,763,STOP SHOP MINI MARKET INC.,2051 W 63RD ST 1,60636
+6195,351277,1,NaN,DOLLAR HEAVEN PLUS STORE,2955 W LYNDALE ST 1ST,60647
+6196,351344,26,NaN,READY - SET - SAFE,941 N FAIRFIELD AVE 1ST,60622
+6197,35138,47,NaN,ACCURATE PRODUCTS INC,4645 N RAVENSWOOD AVE 1ST,60640
+6198,351390,17,NaN,PRICED TO SELL,1850 W 79TH ST 1ST,60620
+6199,351416,30,NaN,BARGAINS IN A BOX IV,4254 W BELMONT AVE 1ST,60641
+6200,35145,48,NaN,"MAXCOOL CORP.,5450 N WINTHROP AVE",103,60640
+6201,351514,43,NaN,PUBLIC CHICAGO,1301-1309 N STATE PKWY 1-17,60610
+6202,351627,25,NaN,FLIRTY CUPCAKES,1030 W TAYLOR ST,60607
+6203,351648,42,NaN,GO BIKE CHICAGO,505 N LAKE SHORE DR 1ST,60611
+6204,35166,42,NaN,"THE LANDHART CORP,11 S LA SALLE ST",2700,60603
+6205,351667,43,NaN,THE CHICAGO SCHOOL OF HOT YOGA INC.,2442 N LINCOLN AVE 2,60614
+6206,351732,4,775,DEPAUL UNIVERSITY LOOP CAMPUS BOOKSTORE #085,1 E JACKSON BLVD,60604
+6207,351797,26,NaN,TUXEDO RENTAL EMANUEL,1606 N KEYSTONE AVE 1,60639
+6208,351838,37,NaN,ARANDAS TIRE & RIMS-GRAND,4505-4511 W GRAND AVE 1ST,60639
+6209,351854,14,864,The Smith Brothers Company,3501 W 48TH PL 1,60632
+6210,35186,42,NaN,"HOUSE OF PEARLS,5 S WABASH AVE",1015A,60603
+6211,351886,19,645,MYATT INC.,3001 W 111TH ST 1 1,60655
+6212,351900,14,NaN,CELLULAR CITY,2509 W 51ST ST,60632
+6213,352013,17,NaN,ONE STOP FOOD & GROCERY,7357 S RACINE AVE 1,60636
+6214,352046,42,NaN,Infinity Brokerage Services,111 W JACKSON BLVD 20TH 2010,60604
+6215,352088,21,NaN,ZIKOMO,8507 S ASHLAND AVE 1ST,60620
+6216,352090,14,NaN,BRIGHTON PARK NEIGHBORHOOD COUNCIL,4477 S ARCHER AVE 1ST,60632
+6217,35212,40,712,PETERSON CAR CARE,2002 W PETERSON AVE,60659
+6218,35213,33,894,"JO-ANN'S CREATIVE HAIRSTYLE,3307 W IRVING PARK RD",1ST,60618
+6219,352159,42,NaN,GENESYS WORKS CHICAGO,333 W WACKER DR 18TH 1840,60606
+6220,35217,48,NaN,"INDO PAK AUTO REPAIR,5630 N BROADWAY",1ST,60660
+6221,352175,32,804,THE BAKED ESCAPE,2510 N KEDZIE BLVD 1ST 1S,60647
+6222,352185,22,NaN,PRIMERA PLUS,3911 W 26TH ST 1,60623
+6223,352257,33,796,FRUTYLAND,4610 N KEDZIE AVE 1,60625
+6224,352269,36,779 | 713,EL PAISA TIRE SHOP INC.,4817 W ARMITAGE AVE 1ST,60639
+6225,352332,29,735,Alice's Restaurant,5658 W MADISON ST 1,60644
+6226,352339,29,NaN,ABC CHOICE,6206 W NORTH AVE 1,60639
+6227,352346,25,809,LUGO HOTEL,2008-2010 S BLUE ISLAND AVE 123 1,60608
+6228,352390,28,NaN,M.L.K. FOOD MART INC.,4001 W ADAMS ST 1ST,60624
+6229,35241,42,NaN,"SKYBIRD TRAVEL INC,104 S MICHIGAN AVE",1125,60603
+6230,35245,4,NaN,"DISTINCTIVE JOURNEYS INTL LTD,53 W JACKSON BLVD",926,60604
+6231,352459,42,775,RUDY'S BAR & GRILL,69 E MADISON ST 1ST,60603
+6232,352514,22,NaN,LUPITAS BRIDAL,3748 W 26TH ST 1,60623
+6233,35256,17,712,BESTWAY AUTO REPAIR,6859 S DAMEN AVE 1ST,60636
+6234,352588,42,NaN,TH Brokerage,141 W JACKSON BLVD 16TH 1685,60604
+6235,352612,32,890,LITTLE BEANS CAFE,1803-1809 W WEBSTER AVE 1ST,60614
+6236,352642,42,904,I LOVE CHICAGO,132 S WABASH AVE 1ST,60603
+6237,35272,39,NaN,BABYLON TRAVEL/TOURS SERVICE,3418 W BRYN MAWR AVE 1ST,60659
+6238,352756,24,622,THE CONNECTION,2020 S PULASKI RD 1ST,60623
+6239,352775,20,NaN,IN & OUT FOOD MART,5431 S HALSTED ST 1ST,60609
+6240,352797,27,NaN,ALICE PADRUL BRIDAL,1358 W RANDOLPH ST 2ND 2W,60607
+6241,352807,33,894,HEADQUARTER'S BARBER STUDIO,3056 W IRVING PARK RD 1ST,60618
+6242,352813,4,NaN,SAMANTHA STEWART SMITH,4850 S LAKE PARK AVE 23RD 2308,60615
+6243,352862,23,NaN,ALEX KIDS FASHION,5220 S PULASKI RD 1ST C100-101,60632
+6244,352870,41,NaN,LAMARIS SALON & DAY SPA INC,7436 N HARLEM AVE,60631
+6245,352877,28,NaN,TREND SETTERS,5127 W MADISON ST 1,60644
+6246,352879,42,NaN,SPACE519,900 N MICHIGAN AVE 5 519,60611
+6247,352886,32,638,PEI WEI ASIAN DINER,2709 N ELSTON AVE 1,60647
+6248,352889,50,775,CHICAGO ZABIHA HALAL MEAT MARKET AND GROCERY,2243 W DEVON AVE MAIN,60659
+6249,3529,44,911,GAP #1456,3416 N SOUTHPORT AVE 1ST&2ND,60657
+6250,35290,42,775,SUBWAY SANDWICHES,118 S CLINTON ST 1ST,60661
+6251,352904,38,NaN,Design de Flores Inc.,7441 W IRVING PARK RD 1,60634
+6252,352912,42,NaN,Creative Effort,233 E WACKER DR LOWER LEVEL CONCOURS,60601
+6253,352956,39,NaN,MOTOR SPORT,4465 N ELSTON AVE 1ST,60630
+6254,35298,2,NaN,WEST MARINE PRODUCTS,627 W NORTH AVE,60610
+6255,352993,3,NaN,NEIGHBOR CAPITAL LLC,4 W 35TH ST,60616
+6256,3530,25,775,MANNYS COFFEE SHOP INC,1141 S JEFFERSON ST 1,60607
+6257,353057,43,708 | 709,Chicago Urban Tails LLC,1223 W DIVERSEY PKWY 1ST,60614
+6258,353083,2,775,PEPPE'S HOT DOGS,2256 W CHICAGO AVE 1ST,60622
+6259,353119,40,823,DEL MATTINO MONTESSORI SCHOOL,2449 W PETERSON AVE 1 1,60659
+6260,353138,26,NaN,TPS AUTO INC,1921 N SPRINGFIELD AVE 1ST,60647
+6261,353148,42,NaN,THE CHICAGO SCHOOL,325 N WELLS ST 4TH FLOOR,60654
+6262,353154,3,NaN,KING FOOD MART,200 E 43RD ST 1ST,60653
+6263,353199,42,708,Mikva Challenge Grant Foundation,332 S MICHIGAN AVE 4 400,60604
+6264,353225,27,786,TAMALLI SPACE CHARROS LLC,324 N LEAVITT ST 1,60612
+6265,35325,4,NaN,"CATALPA SYSTEMS INC,53 W JACKSON BLVD",552,60604
+6266,353265,32,NaN,GRANT'S MASONRY,3119 N WESTERN AVE 1ST,60618
+6267,353272,1,942,Arami,1800 W CHICAGO AVE,60622
+6268,35337,46,NaN,"JOSE ANTONIO DIAZ,3930 N PINE GROVE AVE",1706,60613
+6269,353392,39,NaN,GOLDEN BRIDGE HOME CARE,5901 N CICERO AVE 6 605,60646
+6270,353426,5,724,Fusion Integrated Solutions LLC,4842 S CORNELL AVE 2ND 200,60615
+6271,35343,20,763,"MY SECOND HOME TAVERN,1501 W 47TH ST",1ST,60609
+6272,35348,45,NaN,ROCIO TIRE SHOP,5052 W IRVING PARK RD 1ST,60641
+6273,353524,43,814,Derby,2200 N SHEFFIELD AVE,60614
+6274,353530,26,929,Frames Graphics Studio inc.,2110 W GRAND AVE 1,60612
+6275,353558,1,NaN,MY TIME FITNESS,1448 W CHICAGO AVE 1 G,60642
+6276,353639,40,NaN,STUDIO B,4905 N DAMEN AVE 1ST,60625
+6277,353651,28,763,AMP FOOD MART,2838 W ROOSEVELT RD 1 1,60612
+6278,3537,10,829,CROWBAR LOUNGE,4001 E 106TH ST 1ST,60617
+6279,353702,49,NaN,ABIGAYLE INTERIORS,1205 W JARVIS AVE 2ND,60626
+6280,35381,5,904 | 911,New Balance Chicago,5500 S LAKE PARK AVE 1,60637
+6281,353841,12,814,Restaurant El Asador,2700 S ROCKWELL ST,60608
+6282,3539,29,763,VAN-CENTRAL FOOD & LIQUOR,5575 W VAN BUREN ST,60644
+6283,353968,42,775,7 ELEVEN #33729A,45 E CHICAGO AVE 1ST 1ST,60611
+6284,353995,2,775,SUBWAY,816 N STATE ST 1,60610
+6285,354002,42,855,METROPOLITAN 1,632 N DEARBORN ST,60654
+6286,354031,12,911,LAILA FASHION,3101 W 26TH ST 1,60623
+6287,354059,25,NaN,RUBEN'S,1853 S WESTERN AVE 1,60608
+6288,354072,16,NaN,MK WIRELESS,5901 S RACINE AVE 1ST,60636
+6289,35409,1,NaN,NICHOLAS ASSOCIATES DESIGN,2245 W NORTH AVE,60647
+6290,354132,20,NaN,REDS CONSTRUCTION,752 E 69TH PL 1 1,60637
+6291,354160,42,NaN,DREAM2O,222 W MERCHANDISE MART PLZ 1ST 127,60654
+6292,354171,40,784,EL TIPICO MEXICAN GRILL,1905-1907 W FOSTER AVE 1ST,60640
+6293,354202,38,NaN,Score Floor Maintenance Inc,4453 N CENTRAL AVE 1,60630
+6294,354209,4,911,Effortless Style Studio,3960 S COTTAGE GROVE AVE,60653
+6295,354222,47,NaN,PETE LAWRENCE SMITH,2020 W LELAND AVE 1,60625
+6296,35423,6,763,A & G LIQUORS,6945 S STATE ST 1ST,60637
+6297,354243,27,NaN,GREATLAKES ARCHITECTURAL MILLWORKS LLC,2135 W FULTON ST 1ST,60612
+6298,354251,21,770,BARBARA A. WRIGHT,8803 S MORGAN ST,60620
+6299,354274,2,638,HASH HOUSE A GO GO,1212 N STATE PKWY BSMT AND 1ST,60610
+6300,35428,40,NaN,OMAR'S UPHOLSTERY,6338 N CLARK ST 1ST,60660
+6301,35434,13,712,"MIDWAY PRO AUTOINC.,4823 W 63RD ST",1ST,60638
+6302,35436,2,NaN,FRATELLI ROSETTI CHICAGOINC,909 N MICHIGAN AVE 1ST,60611
+6303,354360,27,NaN,LIFE SPICE AND INGREDIENTS LLC,216 W CHICAGO AVE 2ND,60654
+6304,3544,15,775,AQUA AZUL INC,1632 W 47TH ST,60609
+6305,35441,43,829,IRISH EYES,2519 N LINCOLN AVE,60614
+6306,354440,42,NaN,HOLBY GALLERY LLC,222 W HURON ST 1,60654
+6307,354490,4,NaN,OSSAMA'S AND DAYS HAIR SALON,343 S DEARBORN ST 1 105,60604
+6308,35450,20,NaN,69TH ST DIAGNOSTIC CNETER,316 E 69TH ST 1ST,60637
+6309,354521,34,775,SUBWAY,11213 S VINCENNES AVE 1 1,60643
+6310,354591,3,894,Hair Haven,2600 S MICHIGAN AVE 3RD 303,60616
+6311,35460,47,775,GIO'S SPORTS BAR,4857 N DAMEN AVE 1ST,60625
+6312,354660,40,775,GOHYANG FOOD CORPORATION,5731 N LINCOLN AVE GROUND,60659
+6313,354666,48,NaN,"EL-SHADDAI FOOD MARKET,5638 N BROADWAY",1ST,60660
+6314,354693,42,NaN,Ross & Baruzzini Inc.,200 S WACKER DR 14 1400,60606
+6315,354724,42,855,WELLS PARKING INC.,215 W ONTARIO ST,60654
+6316,354759,24,922,Q'S WIRELESS CONCEPT,3944 W CERMAK RD 1ST,60623
+6317,354763,26,775,NICK'S ON NORTH,3323 W NORTH AVE 1ST,60647
+6318,354798,34,763,EXPRESS FOOD MART & CELLULAR,11058 S WENTWORTH AVE 1ST,60628
+6319,354850,42,855,CHICAGO PARKING VALET LLC -INDIA HOUSE,59 W GRAND AVE,60654
+6320,354992,40,NaN,Wooly Mammoth Antiques,1513 W FOSTER AVE 1,60640
+6321,35503,42,NaN,"MINUTE MASSAGE INC.,214 W VAN BUREN ST",1,60607
+6322,355059,46,814,Uncle Bub's,4700 N BROADWAY,60640
+6323,35513,49,763,MEGA DOLLAR DAY PLUS,7326 N CLARK ST 1ST,60626
+6324,355171,2,775,LILLIE'S Q,1856 W NORTH AVE 1,60622
+6325,355218,7,769,NORMA JEAN BODY,7500 S SOUTH SHORE DR 2 227,60649
+6326,355237,19,775,SUBWAY,1901 W 103RD ST,60643
+6327,355289,27,724,Baney Enterprises,1420 N BURLING ST 1ST,60610
+6328,355307,42,638,CONCRETE COWBOY,646 N FRANKLIN ST,60654
+6329,355347,46,673,"FORMLINEA INC.,3712 N BROADWAY",1 417,60613
+6330,355364,5,763,BIG SALEM INC,1724 E 71ST ST 1 1,60649
+6331,355366,22,NaN,EL SENOR DE LOS MILAGROS,3934 W 26TH ST 2 207,60623
+6332,355371,27,638,VENUE ONE LLC,1044 W RANDOLPH ST 1&2,60607
+6333,355413,25,814,Loving Spirit MB Church,1000 W CERMAK RD,60608
+6334,355430,1,894,GREAT CLIPS,1238 N ASHLAND AVE 1ST B,60622
+6335,355432,16,NaN,Sufwan Laundries,1951-1959 W MARQUETTE RD 1ST FLOOR,60636
+6336,355495,22,769,CLAUDIA PEREZ ALARCON ARGUELLES,2400 S SPRINGFIELD AVE 1 1,60623
+6337,355498,30,NaN,Mobile Exchange,3133 N MILWAUKEE AVE 1,60618
+6338,355521,27,823 | 820,Bright Horizons at Clybourn,1425 N DAYTON ST 1ST,60642
+6339,355538,13,763,DOLLAR STAR & MORE 3 INC.,6930 S PULASKI RD 1ST,60629
+6340,355566,27,NaN,ALOFT DANCE,2000 W FULTON ST 3RD F319,60612
+6341,355573,20,NaN,INSTITUTE FOR JUSTICE CLINIC ON ENTREPRENEURSHIP,6020 S UNIVERSITY AVE 1ST,60637
+6342,355702,45,NaN,5481 N. MILWAUKEE LLC,5481 N MILWAUKEE AVE 1,60630
+6343,35572,4,NaN,CARDS AND PARTY GIANT V LTD.,900 S WABASH AVE 1ST,60605
+6344,355731,40,819,SEAN ERIK RHOLL,2920 W SUMMERDALE AVE,60625
+6345,355732,9,784,111TH STREET OTB,11203 S CORLISS AVE 1,60628
+6346,35575,4,NaN,"HYDE PARK BLDG.MATERIALS&SUPPL,4630 S COTTAGE GROVE AVE",1ST,60653
+6347,355767,19,775,SUBWAY,3154 W 103RD ST 1 1,60655
+6348,3558,44,775,ADDISON LIQUORS,932 W ADDISON ST 1ST,60613
+6349,355914,33,769,DARLENE LAVEDA DOSS-SERAPHIN,4705 N TROY ST 2ND 2 EAST,60625
+6350,356,27,775,AMBASSADOR PUBLIC HOUSE,310 S HALSTED ST 1ST,60661
+6351,356002,41,NaN,MIDWEST KITCHEN AND BATH LLC,5911 N NORTHWEST HWY GROUND,60631
+6352,35603,32,NaN,MATHEU TOOL WORKS INC,2426 N CLYBOURN AVE 1ST,60614
+6353,35605,33,823,"KALINA PRE-SCHOOL & KINDGARTEN,4100 N CALIFORNIA AVE",1ST F,60618
+6354,35611,42,NaN,CERNY/AMERICAN CREATIVE,11 W ILLINOIS ST 1ST,60610
+6355,356150,3,724,ELEVEN ELEVEN JEWELRY,1322 S WABASH AVE 7 705,60605
+6356,3562,13,NaN,LENA'S PIZZA,5851 W 63RD ST,60638
+6357,356245,2,784,MOTT ST.,1401 N ASHLAND AVE 1ST,60622
+6358,35628,50,NaN,AMERICAN EDUCARE,3107 W DEVON AVE 1ST,60659
+6359,356287,2,724,AXEL PROMOTIONAL PRODUCTS,1518 W CORTEZ ST 3RD,60642
+6360,35629,25,NaN,ONEILL PRODUCTS INC,555 W 16TH ST 1ST,60616
+6361,356362,50,635,Away Staffing Services Inc.,2109 W TOUHY AVE 1ST FLR,60645
+6362,356487,42,NaN,PICTURE US GALLERIES,900 N MICHIGAN AVE 6,60611
+6363,35657,44,624,SATURDAY AUDIO EXCHANGE,1021 W BELMONT AVE,60657
+6364,35658,30,NaN,AIRON INC,3715 W BELMONT AVE 1ST,60618
+6365,356604,3,783,4/24/14 - 4/26/14 Babies Tots n' More Spring ...,1550 S STATE ST,60605
+6366,356608,8,779 | 713,D. & GU WHEELS INC.,8146 S COTTAGE GROVE AVE 1ST,60619
+6367,356642,4,724,THIEF DESIGNS,1030 E HYDE PARK BLVD 1 1E,60615
+6368,356646,4,724,Innovative Exams LLC,2811 S MICHIGAN AVE FIRST A,60616
+6369,356722,23,775,Taco Burrito King,5601 S HARLEM AVE 1ST,60638
+6370,356728,17,NaN,LLOYD EATON JR.,7838 S EMERALD AVE,60620
+6371,356756,10,775,GARIBAY BIRRIA Y CARNITAS,3544 E 106TH ST 1ST,60617
+6372,356771,30,NaN,SABE SALON,3950 W ADDISON ST 1ST,60618
+6373,356780,34,712,Mega Auto Sales,12747 -12757 S HALSTED ST 1,60628
+6374,3568,29,741,FLOOD BROS DISPOSAL CO.,4815-4835 W HARRISON ST,60644
+6375,35681,42,NaN,"Okrent Kisiel Associates Inc.,122 S MICHIGAN AVE",1200,60603
+6376,356868,13,NaN,Hold It Right There Inc.,5639 W 63RD ST GROUND,60638
+6377,35689,42,NaN,"PRI MED INFUSION SERVICES INC,303 W ERIE ST",300,60610
+6378,356896,35,NaN,AMERICAN DREAMS SERVICES,3837 W LAWRENCE AVE 1ST,60625
+6379,356927,27,601,KMW COMMUNITIES LLC,742 N ADA ST 1,60642
+6380,356952,41,704,IRYNA MARTYN,7132 N HARLEM AVE 1ST 109,60631
+6381,356985,16,NaN,U.S. CELLULAR - TCI,6230 S ASHLAND AVE 1ST,60636
+6382,357,25,NaN,TITO'S HACIENDA,1854 S BLUE ISLAND AVE,60608
+6383,357040,43,763,MISKAS,2353 N CLARK ST 1,60614
+6384,35707,42,NaN,"ALIEN TRAVEL SERVICE INC,8 S MICHIGAN AVE",2102,60603
+6385,357075,25,724,n|a designlab LLC,1655 W 17TH ST 2,60608
+6386,357080,21,NaN,IRIDESCENT INC.,9308 S HALSTED ST 1ST,60620
+6387,357100,21,774,IKE'S LIQUORS,1554 W 95TH ST 1,60643
+6388,357123,32,724,JEREMY LEE SCHAEFER,1820 W FLETCHER ST 2,60657
+6389,357144,1,NaN,Betancourt Realty,2041 W DIVISION ST GROUND,60622
+6390,357145,3,638,THE GAME,4310-4314 S PRAIRIE AVE 1,60653
+6391,357160,4,NaN,35 BEAUTY SUPPLY,260 E 35TH ST 1,60616
+6392,35717,37,NaN,INDEPENDENT PUBLISHERS GROUP,600 N PULASKI RD 1,60624
+6393,357202,13,763,7-ELEVEN,5953 W 63RD ST 1,60638
+6394,357320,14,775,Pineda's Bakery,5148 S ARCHER AVE 1,60632
+6395,357331,42,638,HOMEWOOD SUITES HOTEL,40 E GRAND AVE,60611
+6396,357338,28,NaN,KMA Holdings III LLC,2750 W ROOSEVELT RD 3RD,60608
+6397,357367,42,855,CAPITAL PARKING,1043 N RUSH ST,60611
+6398,357385,17,NaN,KIDS ACADEMY LLC,2547 W LITHUANIAN PLAZA CT 1ST,60629
+6399,35743,11,NaN,JOSEPH N COZZI ENTERPRISES INC,4015 S ASHLAND AVE,60609
+6400,357461,16,779 | 712,AAA & A AUTO REPAIR,932-936 W 59TH ST 1 1,60621
+6401,35747,42,NaN,"QUICKSILVER ASSOC.INC.,18 W ONTARIO ST",1ST,60610
+6402,35748,35,NaN,SOMMERS & FAHRENBACH,3301 W BELMONT AVE,60618
+6403,357487,29,763,CONVENIENCE FOR YOU,5337 W MADISON ST 1,60644
+6404,357505,5,NaN,Sylvan Learning Center,5307 S HYDE PARK BLVD 2ND FLOOR SOUTH,60615
+6405,35751,32,723,9/11/15 - 9/12/15 Shock Top Oyster Festival,2000 W ROSCOE ST,60618
+6406,357572,35,775,FISH N GO,4749 N PULASKI RD 1ST,60630
+6407,357637,20,NaN,PRECISE CONSTRUCTION & DISMANTLEMENT SYSTEMS ...,6445 S STATE ST 1ST,60637
+6408,357714,16,850,PLAYA AZUL TRAVEL AGENCY,2800 W 59TH ST 1,60629
+6409,357787,45,NaN,TAMAS PARTNERS LTD.,4954 N MARMORA AVE 1ST,60630
+6410,357808,50,NaN,NATIONAL AUTO GROUP INCORPORATED,6501-6511 N WESTERN AVE 1,60645
+6411,357823,8,775,CHATHAM MEAT MARKET,8329 S COTTAGE GROVE AVE 1ST,60619
+6412,357841,18,724,RYANS CLEANING SERVICE,4351 W 76TH ST 4TH C 401,60652
+6413,357870,26,772 | 922 | 727,AHM WIRELESS,3500 W ARMITAGE AVE 1ST,60647
+6414,357932,25,763,MARATHON,2578-2584 S BLUE ISLAND AVE 1,60608
+6415,357937,45,763,FASTWAY MART EXXON,6300-6308 W FOSTER AVE 1,60630
+6416,35795,4,NaN,"KARNES MUSIC CO.,333 S STATE ST",1ST,60604
+6417,357959,42,NaN,Shatkin Arbor LLC,141 W JACKSON BLVD 17TH 1702,60604
+6418,35797,39,703 | 708,DISCOVERY CENTER,4318 N ELSTON AVE,60641
+6419,357993,27,NaN,"Squarz,1007 W FULTON MARKET",2,60607
+6420,357995,20,760,DRINKS ON ME,6648 S COTTAGE GROVE AVE 2-REAR,60637
+6421,35801,18,NaN,MOTHER'S TOUCH DAY CARE,2501 W 71ST ST 1ST,60629
+6422,358044,1,638,JOEY'S SHRIMP HOUSE,1432 N WESTERN AVE 1ST,60622
+6423,358095,23,NaN,AVIATION PORT SERVICES L.L.C.,5700 S CICERO AVE,60638
+6424,358113,12,763,SHELL,3201 W 26TH ST 1ST,60623
+6425,358171,1,NaN,LAURA LOMBARDI,755 N ASHLAND AVE 2ND,60622
+6426,358186,16,NaN,CM1 CONSTRUCTION & WINDOWS INC.,2823 W 59TH ST 1ST,60629
+6427,358189,1,NaN,kory blosky interior design,808 N GREENVIEW AVE 2 2F,60642
+6428,3582,44,775,THE NORTHSIDE STRETCH,3485 N CLARK ST 1,60657
+6429,358313,27,724,Paratus Scientia LLC,910 W HURON ST 8TH 814,60642
+6430,358368,14,NaN,CHICAGO BIOFUELS LLC,4800 S RICHMOND ST BASEMENT,60632
+6431,358371,27,763,MADISON QUICK MARKET INC.,2748 W MADISON ST 1 1,60612
+6432,358374,31,775,CARNICERIA GUANAJUATO,5250-5258 W FULLERTON AVE 1,60639
+6433,35840,2,724,LYNN M PREGONT LTD,260 E CHESTNUT ST 32 3205,60611
+6434,358462,6,197,SIGNATURE TAX SERVICES,611 E 75TH ST 1,60619
+6435,358468,47,NaN,LYONS FAMILY EYE CARE,3250 N LINCOLN AVE 1,60657
+6436,358469,1,775,MILWAUKEE AND CALIFORNIA FOODS,2294 N MILWAUKEE AVE 1ST,60647
+6437,358472,13,775,VENENOS INC.,6651 S PULASKI RD 1ST,60629
+6438,358507,2,NaN,RIVER NORTH MASSAGE THERAPY CENTER,747 N LA SALLE DR 3RD 300 A,60654
+6439,358509,8,NaN,COMMUNITY ASSISTANCE PROGRAMS,8455 S COTTAGE GROVE AVE 1ST,60619
+6440,35851,19,NaN,NU ENTERPRISE,1556 W 100TH PL 1ST,60643
+6441,358533,21,NaN,APPLIANCE LIQUIDATION,8149 S RACINE AVE 1ST,60620
+6442,358567,45,NaN,A & Y COMPUTER REPAIR,3756 W IRVING PARK RD 1 1,60618
+6443,35864,14,NaN,CHICAGOLAND TRUCK PARTS INC.,4657 W 47TH ST 1ST,60632
+6444,35866,25,763,CERMAK DISCOUNT,2340 W CERMAK RD,60608
+6445,358762,29,775,AUSTIN GROCERY & FOOD MART INC.,5960 W NORTH AVE 1,60639
+6446,358773,10,775,RUBY'S HOT GRILL,3335 E 106TH ST 1,60617
+6447,35882,49,720,TRILOGY INC,1400 W GREENLEAF AVE,60626
+6448,35883,42,NaN,INTERNATIONAL CAMERA CORP,9 N WABASH AVE,60602
+6449,358836,5,197,CREATIVE TAX SOLUTIONS,7049 S CRANDON AVE 1ST,60649
+6450,35884,42,NaN,BUCOM INTERNATIONAL,308 W ERIE ST 5TH 500,60654
+6451,358872,12,775,LINDY'S & GERTIES ON ARCHER,3685 S ARCHER AVE 1,60609
+6452,358900,12,602,CSI 3000 Inc.,3466 S ARCHER AVE 1F,60608
+6453,358920,3,743,ACADIA RESTAURANT,1639 S WABASH AVE 1,60616
+6454,358940,1,775,GOSU,2515 N CALIFORNIA AVE 1ST,60647
+6455,358983,6,763,ML KING MINI MART,401 E 69TH ST 1 1,60637
+6456,358995,20,NaN,KENNEDY'S SALON,5843 S STATE ST 1ST,60621
+6457,35907,1,743,THE FLAT IRON,1565 N MILWAUKEE AVE,60622
+6458,359078,8,769,THEODORE NIGEL EASLEY,8451 S JEFFERY BLVD,60617
+6459,359110,23,775,JAYDEN'S LA TIENDITA,3803 W 55TH ST 1ST,60632
+6460,359191,1,804,MY CHOCOLATE SOUL,2414 W MOFFAT ST,60647
+6461,35920,42,NaN,DRESNER CORPORATE SERVICES INC,20 N CLARK ST 3550 #,60602
+6462,359270,46,NaN,"GLAMOUR NAIL SPA,3708 N BROADWAY",1ST,60613
+6463,359281,43,NaN,2236 NORTH CLARK STREET,2236 N CLARK ST 2ND,60614
+6464,35929,42,NaN,"GOLDEN DREAM INC,21 N WABASH AVE",49 FL,60602
+6465,359317,9,724,JS Tax Services,334 W 102ND ST 1FLOOR,60628
+6466,359351,32,NaN,TriView Property Management LLC,2211 N ELSTON AVE 3 301,60614
+6467,359356,16,895,THEE SPARK AUTO PARTS INC.,5100 S MARSHFIELD AVE,60609
+6468,359380,44,NaN,PERFECT EYEBROWS,2828 N CLARK ST I FLR 217,60657
+6469,35946,6,775,HONEQ'D BBQ,337 E 69TH ST,60637
+6470,359481,22,NaN,Cantera Rosa,3200 S KEDZIE AVE 1 2R,60623
+6471,359492,36,793,AUTO EXPO CHICAGO INC.,5107 W GRAND AVE 1ST,60639
+6472,359497,43,854,BARBARA LOUISE PELTY,[REDACTED FOR PRIVACY],60614
+6473,35964,12,NaN,TOP NOTCH CONSTRUCTION,1932 S FAIRFIELD AVE 1 1,60608
+6474,359669,42,638,PLAY 18,17 N WABASH AVE 3RD 300,60602
+6475,35967,29,NaN,"ABEL'S KITCHEN REMODELING INC,1900 N AUSTIN AVE",1,60639
+6476,359684,1,784,WEST TOWN BAKERY & DINER,1916-1920 W CHICAGO AVE 1&2 1 & 2,60622
+6477,359731,50,673,FROGGY'S HEATING AND A/C CORP,3010 W JARLATH ST 1ST,60645
+6478,35975,42,NaN,GUSTAFSON & ASSOCIATES,70 W ERIE ST 1ST,60610
+6479,359765,42,638,THE SILVERSMITH HOTEL & SUITES,10-16 S WABASH AVE,60603
+6480,35977,42,NaN,THE FOSTER GROUP INC,330 N WABASH AVE 35 3500,60611
+6481,35986,44,704,THOUSAND WAVES SPA,1212 W BELMONT AVE 1ST,60657
+6482,359865,38,895,#1 NAILS,4638 N CUMBERLAND AVE 1 1,60656
+6483,3599,30,763,"PESZYNSKI GROCERY,3456 N HAMLIN AVE",1,60618
+6484,359940,33,NaN,PALETERIA REINA DE SABORES,3015 W LAWRENCE AVE 1ST,60625
+6485,359987,42,814,Nicholas Quality Foods,100 S DESPLAINES ST,60661
+6486,359994,26,775,MI CUBA L RESTAURANT,3422 W ARMITAGE AVE 1ST,60647
+6487,360,44,829,THE SMART BAR,3730 N CLARK ST BASEMENT,60613
+6488,360006,42,932 | 774,"MARIANO'S FRESH MARKET #8503,333 E BENTON PL",206,60601
+6489,360007,23,NaN,NOVEDADES DOS HERMANOS,5220 S PULASKI RD 1ST,60632
+6490,36002,24,NaN,WESTSIDE CLEANERS,2121 S PULASKI RD 1ST,60623
+6491,36006,5,763,CORNELL DOLLAR PLUS,1631 E 55TH ST 1ST,60615
+6492,360074,32,816,SPOTLESS CLEANERS,2857 N CLYBOURN AVE,60618
+6493,36009,49,814,Flowers Gallery,6950 N CLARK ST,60626
+6494,3601,17,NaN,AIDA FOOD & LIQUOR,7923 S HALSTED ST,60620
+6495,36010,14,NaN,CLASSIC AUTO REPAIR INC,4627 S KEDZIE AVE 1ST,60632
+6496,36015,42,NaN,"BRENT BOOKS + CARDSLTD,309 W WASHINGTON ST",1ST,60606
+6497,360170,25,NaN,AMERICA REMESAS INC.,1548 W 18TH ST 1,60608
+6498,360206,2,894,MARQUIN SALON,2157 W DIVISION ST 1ST,60622
+6499,360214,1,NaN,NATIVE FOODS CAFE,1484 N MILWAUKEE AVE 1,60622
+6500,360232,44,854,CHICAGO GUEST HOUSE,[REDACTED FOR PRIVACY],60613
+6501,360234,8,601,347 CENTRAL LLC,1310 E 75TH ST 2ND,60619
+6502,360235,43,NaN,CLASSIC REMIX,1015 W WEBSTER AVE 1ST,60614
+6503,360257,43,724,MEDTECH CONSULTING LLC,2700 N HAMPDEN CT 7TH 7C,60614
+6504,360287,20,NaN,kirobe construction,6809 S LANGLEY AVE 1,60637
+6505,36030,35,NaN,R V TIRE SHOP,3554 W FULLERTON AVE 1ST,60647
+6506,36037,29,929,TECHNOX MACH & MFG INC,2619 N NORMANDY AVE 1ST,60707
+6507,360400,30,775,SALUD & ENERGIA,5718 W DIVERSEY AVE 1ST,60639
+6508,360444,32,828,ROBERT GOODKIND TATTOOS,2230 W BELMONT AVE 1 1F,60618
+6509,360536,48,673,"AGH A GOOD HANDYMAN,6355 N BROADWAY",2ND 23,60660
+6510,360549,33,774,THE BEER TEMPLE,3185 N ELSTON AVE 1,60618
+6511,360558,44,894,ANNA' S SALON,3121 N SHERIDAN RD 1ST,60657
+6512,36058,4,774,KIMBARK LIQUOR & WINE SHOPPE,1214 E 53RD ST 1ST,60615
+6513,360602,42,923,K D CREATIONS INC.,5 S WABASH AVE 9TH 910,60603
+6514,36062,42,720,Second Sense,65 E WACKER DR 10TH 1010,60601
+6515,360656,6,775,PHILLY GYROS CHICKEN AND SUB,759 W 69TH ST 1,60621
+6516,360701,43,775,ANNETTE'S ITALIAN ICE,2009 N BISSELL ST,60614
+6517,360707,36,793,AUTO DRIVE ACCEPTANCE,2026-2040 N CICERO AVE,60639
+6518,360800,27,769,PATRICIA GILMORE,1507 N CLYBOURN AVE 2 UNIT 1502,60610
+6519,360862,19,NaN,DGW RESTORATION & CONSTRUCTION,1971 W 111TH ST 1ST B,60643
+6520,360867,42,724,The Busy Bubble,211 E OHIO ST 23RD 2302,60611
+6521,360869,42,775,GATEWAY NEWSTANDS,108 N STATE ST LOWER LEVEL,60602
+6522,360912,42,NaN,IRISH IMPORTS,600 E GRAND AVE,60611
+6523,360926,47,NaN,SEMINARY ELECTRICAL CONTRACTORS INC.,4322 N LINCOLN AVE 1,60618
+6524,36097,42,NaN,"MIDWEST BUSINESS GROUP ON HEALTH,35 E WACKER DR",1500,60601
+6525,360998,2,775,ROY'S,720 N STATE ST,60654
+6526,361038,14,NaN,OG WIRELESS / BOOST MOBILE,3207 W 47TH PL 1ST,60632
+6527,361074,33,804,"CELESTIAL KITCHENS INC.,4345 N SACRAMENTO AVE",1B,60618
+6528,361101,20,775,HAREER FOOD & LIQUOR,5450-5452 S HALSTED ST 1,60609
+6529,361117,42,NaN,ABM JANITORIAL SERVICES,180 N LA SALLE ST 17TH 1700,60601
+6530,361189,7,673,Selbor Mechanical Inc.,9037 S COLFAX AVE 2,60617
+6531,36119,42,NaN,"AUDIO ONE,325 W HURON ST",512,60610
+6532,36120,17,NaN,TEX'S TRUCKING INC,7500 S ASHLAND AVE,60620
+6533,361239,41,814,Armands Pizzeria,6700 N OLMSTED AVE,60631
+6534,361241,47,724,Seagull Institute,1218 W CARMEN AVE 3 6,60640
+6535,361254,2,NaN,PINK NAIL BOUTIQUE,2142 W DIVISION ST 1ST,60622
+6536,361266,19,NaN,ELABORATIONS,3033 W 111TH ST 1ST,60655
+6537,361279,10,NaN,HiDuke Wireless-Cricket,3658 E 106TH ST 1ST,60617
+6538,36134,17,NaN,"EQUIPMENT STORAGE CORP,7450 S ASHLAND AVE",1,60636
+6539,361362,33,947,The Slide Ride,3006 N ELSTON AVE,60618
+6540,361459,28,769,COREY S. LENOIR,4661 W FULTON ST,60644
+6541,361487,25,NaN,Jeff Weiler & Associates,329 W 18TH ST FOURTH 407,60616
+6542,3615,22,775,NUEVO LEON RESTAURANT,3657 W 26TH ST,60623
+6543,361537,31,781,SENOR PAN CAFE EXPRESS,5059 W DIVERSEY AVE 1,60639
+6544,36155,47,763,"JOY BLUE,1401",-01403 W IRVING PARK RD 1ST,60613
+6545,361576,41,NaN,Matisse A Hair Studio,6400 W RAVEN ST 1,60631
+6546,361583,7,775,LITTLE CAESARS,7902 S EXCHANGE AVE 1ST,60617
+6547,36163,13,829,MISKA LIQUOR,6410 W 63RD ST 1ST,60638
+6548,361738,12,NaN,IVAN SUAREZ NAVARRO,3638 S WOOD ST,60609
+6549,361804,47,NaN,HERMAN S CAGE ASSOCIATES,4343 N WESTERN AVE 1ST 1S,60618
+6550,361895,50,NaN,JAYANTI TAILOR,6349 N FAIRFIELD AVE 1ST,60659
+6551,3619,32,775,RIVERSIDE DELI,1656 W CORTLAND ST 1ST,60622
+6552,361946,42,724,Ritchie Geoghan Boatworks,565 W QUINCY ST 12 1214,60661
+6553,361975,3,NaN,Teazze Boutique,350 E 47TH ST 1ST 1,60653
+6554,36199,1,NaN,STANLY'S BARBER SHOP,1019 N WESTERN AVE 1ST,60622
+6555,362071,38,NaN,DIABETIC SENIOR SOLUTIONS,5811 W MONTROSE AVE 1 1,60634
+6556,362110,27,NaN,Spudnik Press Cooperative,1821 W HUBBARD ST 3 302,60622
+6557,362119,28,775,FRANK FOOD MART,5050 W MADISON ST 1ST,60644
+6558,362123,28,763,MADISON FOOD,4401 W MADISON ST 1ST,60624
+6559,362149,32,929,INTERNATIONAL REVERE MACHINING,2333 W NELSON ST 1ST,60618
+6560,362173,42,654,LORENA GARCIA,1 N LA SALLE ST 13TH 1325,60602
+6561,362312,7,NaN,GMR BOOKKEEPING & ACCOUNTING SERVICES,9658 S CRANDON AVE 1ST,60617
+6562,362315,27,720,CABRINI GREEN LEGAL AID,740 N MILWAUKEE AVE 1 1,60642
+6563,362334,6,763,Citgo Fuel & Mini-Mart,126-132 E 75TH ST 1ST,60619
+6564,362335,38,NaN,MOBILELINK,3701 N HARLEM AVE 1ST,60634
+6565,362338,42,NaN,Furla,106 E OAK ST 1W,60611
+6566,362349,26,929,OLD PLANK ROAD,1736-1756 N SPRINGFIELD AVE 1ST & 2ND,60647
+6567,362354,14,NaN,RICARDO FRAUSTO,5328 S MAPLEWOOD AVE,60632
+6568,362390,29,NaN,DNEA CLOTHING & ACCESSORIES,5842 W NORTH AVE 1ST,60639
+6569,362406,25,NaN,CONCEPCION COHETZALTITLA - MONROY,1917 S BLUE ISLAND AVE 2ND REAR 2,60608
+6570,36242,27,708 | 602,GSG CONSULTANTS INC,2942 W VAN BUREN ST 1ST 200,60612
+6571,362439,42,NaN,GTCR LLC,300 N LA SALLE ST 55TH - 57TH,60654
+6572,36248,16,NaN,DOLLAR PLUS,6236 S HALSTED ST,60621
+6573,362494,47,854,ROSCOE VILLAGE INN,[REDACTED FOR PRIVACY],60618
+6574,36255,42,NaN,FOX ASSOCIATES INC,116 W KINZIE ST,60610
+6575,36261,42,NaN,TRAINER'S GYM,401 W ONTARIO ST 4,60610
+6576,362652,33,NaN,LOS ANDES SERVICES,3320 W LAWRENCE AVE 1ST,60625
+6577,36267,6,NaN,"JACK & JILL DAYCARE II INC,207 - 209 E 79TH ST",1,60619
+6578,362702,43,937 | 776,7-ELEVEN #33856 B,2004 N HALSTED ST,60614
+6579,362714,6,769,ERIC A JACKSON,7041 S EMERALD AVE,60621
+6580,362761,42,855,VIP SYSTEM PARKING INC/CYRANO'S,546 N WELLS ST,60654
+6581,36277,27,NaN,OAKLEY INTERIORS INC,424 N OAKLEY BLVD 1ST,60612
+6582,362803,9,769,JULIETTE WILLIAMS,10115 S INDIANA AVE 1,60628
+6583,362836,33,673,NEW DOOR LLC,3323 W IRVING PARK RD 1ST,60618
+6584,362861,20,782,FONSECA NUTRISION,1459 W 47TH ST 1,60609
+6585,362893,1,NaN,Johnson-Studio,3013 W ARMITAGE AVE 1ST,60647
+6586,36291,42,NaN,ARRELLE FINE LINENS,445 N WELLS ST,60610
+6587,362920,42,708,The Chicago Corporation,135 S LA SALLE ST 21 2130,60603
+6588,362924,42,NaN,OVERNORTH,135 S LA SALLE ST 40TH 4050,60603
+6589,362954,47,743,Tavern3358,3358 N ASHLAND AVE 1,60657
+6590,362984,42,745,BLISS SPA CHICAGO,644 N LAKE SHORE DR 8TH FL,60611
+6591,3630,32,775,POLONIA FOOD MART,1956 W ARMITAGE AVE,60622
+6592,36305,31,NaN,NARANJO CONSTRUCTION,4203 W FULLERTON AVE,60639
+6593,363062,2,855,DIAMOND PARKING SERVICE INC.,12 W MAPLE ST,60610
+6594,363067,48,775,"COFFEE CHICAGO,5256 N BROADWAY",1,60640
+6595,36307,44,743,UNDERGROUND LOUNGE,952 W NEWPORT AVE,60657
+6596,363076,42,NaN,WTMX-FM WSHE-FM,130 E RANDOLPH ST 27TH 2700,60601
+6597,36308,5,NaN,"RESOURCE CTR-RAILYARD RECYCLE,1325 E 70TH ST",1,60637
+6598,36310,26,NaN,SHARIF PHARMACY INC.,2004 N PULASKI RD,60639
+6599,363128,42,NaN,CRESCENT CLEANING COMPANY,105 W MADISON ST 10TH 1000,60602
+6600,363202,49,NaN,CUTTING EDGE FLOORING GROUP LLC,1440 W NORTH SHORE AVE 2ND 2 W,60626
+6601,363310,20,712,ENGLEWOOD AUTO PARTS,620 W 59TH ST 1ST,60621
+6602,36335,47,NaN,ROSSY'S UNISEX,4334 N WESTERN AVE 1ST,60618
+6603,363453,33,767,NAFEES GENERAL STORE,4009 N KEDZIE AVE 1ST,60618
+6604,36348,42,NaN,"MANGA ENTERTAINMENT INC,215 W SUPERIOR ST",600,60610
+6605,363538,12,711 | 818,ERIE-LASALLE BODY SHOP ON KEDZIE,2432 - 2440 S KEDZIE AVE 1ST,60623
+6606,3636,49,775,ALBERTO'S PIZZA,1326 W MORSE AVE,60626
+6607,36363,40,NaN,BOTANICA MARIA,5308 N DAMEN AVE 1,60625
+6608,36369,32,829,THE ELBO ROOM,2871 N LINCOLN AVE 2ND,60657
+6609,36371,20,NaN,"WOODLAWN ANIMAL HOSPITAL,6523 S DR MARTIN LUTHER KING JR DR",1ST,60637
+6610,36374,50,712,"DANKHA'S AUTO REPAIR,2225 W DEVON AVE",1ST,60659
+6611,363742,42,NaN,AMERICAN TRADE MAGAZINES LLC,566 W LAKE ST 4 420,60661
+6612,36379,44,638,UPPER DECK,3544 N CLARK ST 2ND,60657
+6613,363798,20,775,"67TH FOOD,MART INC",617 E 67TH ST 1ST,60637
+6614,36383,32,NaN,NORTHWESTERN COUNSELING SERVIC,2101 W BELMONT AVE 1ST,60618
+6615,36386,35,NaN,ANDRZEJ BORATYNSKI,3043 N ELBRIDGE AVE 1ST,60618
+6616,36391,22,743,LUCKY GREEN POOL HALL,4078 W 26TH ST,60623
+6617,36392,28,NaN,EXPRESS MUFFLER & BREAK INC,927 S WESTERN AVE 1ST,60612
+6618,363922,42,NaN,UHC,155 N WACKER DR 38TH - 40TH,60606
+6619,363976,31,775,LA CABANA DE DON LUIS #3,4457-4459 W DIVERSEY AVE 1ST,60639
+6620,363991,47,NaN,THE NUMBER ONE INC.,4550 N CLARK ST STOREFORNT,60640
+6621,36402,42,NaN,"INDUSTRIA INC.,309 W WASHINGTON ST",300,60606
+6622,364021,18,NaN,CUTEYLOOPS RESHAPING,7601 S CICERO AVE 1 T10,60652
+6623,364068,49,NaN,Mind Crusher Tattoo,6705 N CLARK ST 1,60626
+6624,364110,27,601,Viceroy Hotel Limited Partnership,1519 W WARREN BLVD 1,60607
+6625,364218,29,864,HOLISTIC TRADING GROUP,1900 N AUSTIN AVE,60639
+6626,364227,16,820,LEARN TOGETHER GROW TOGETHER CHILD DEVELOPMENT...,1455 W 63RD ST 1,60636
+6627,364237,46,NaN,MALDEN ARMS APARTMENTS II,4727 N MALDEN ST 1ST - 4TH,60640
+6628,36427,47,NaN,DIRECT ADVANTAGE INC,3754 N ASHLAND AVE,60613
+6629,36432,25,NaN,MARIO UOMO,1017 W WASHINGTON BLVD,60607
+6630,364404,48,NaN,TRIESTE GROUP,5953 N KENMORE AVE 1 105,60660
+6631,36452,47,NaN,MERCHANDISE DISTRIBUTORS K.W. INC.,4141 N ROCKWELL ST 1ST UNIT,60618
+6632,364614,15,NaN,AMIGOS' DISCOUNT STORE,4610 S ASHLAND AVE 1 1,60609
+6633,364636,8,775,AMSTAR FUEL MINI MART & TASTY CHICKEN,8058 S COTTAGE GROVE AVE 1ST,60619
+6634,364680,8,820,LAKESHORE LEARNING ACADEMY INCORPORATED,1933 E 87TH ST 1 1,60617
+6635,364714,32,855,APVS/ CLUB LUCKY INC,1824 W WABANSIA AVE,60622
+6636,364751,22,816,MENDOZA AUTO BODY SHOP INC.,4411 - 4415 W CERMAK RD 1ST,60623
+6637,364777,50,666,TOUHY-WESTERN MARATHON SERVICE STATION,7130 N WESTERN AVE,60645
+6638,36483,42,NaN,"ILENE ROBINETTE STUDIO,120 W ILLINOIS ST",5E,60610
+6639,364833,4,814,Toby Minett,1500 E 53RD ST,60615
+6640,36488,44,763,"EGOR'S DUNGEON,900 W BELMONT AVE",1ST,60657
+6641,36497,7,NaN,CHARLEY CARROLL,8013 S PHILLIPS AVE 1ST,60617
+6642,36509,39,NaN,ACTIVE OFFICE SOLUTION,3839 W DEVON AVE,60659
+6643,3651,16,666,GAS PLUS MOBIL/BUDDY BEAR CAR WASH,6000 S WESTERN AVE,60636
+6644,36513,2,NaN,GLOBAL YOGA & WELLNESS CENTER,1823 W NORTH AVE # 1ST,60622
+6645,365250,25,NaN,Lori Lins Ltd.,1101 W ADAMS ST 1ST C,60607
+6646,365258,3,NaN,CityPoint Loft,110 E 23RD ST 1,60616
+6647,36526,28,NaN,MADISON 99 CENTS PLUS,4016 W MADISON ST 1ST,60624
+6648,365307,46,724,Ragboy Chicago LLC,841 W AINSLIE ST FIRST,60640
+6649,365331,32,775,THE ART OF CHICKEN,2041 N WESTERN AVE 1,60647
+6650,365335,29,NaN,superior Equipment Repair Inc.,1900 N AUSTIN AVE 1 16E,60639
+6651,36534,22,NaN,MAX CASUAL,3401 W 26TH ST 1ST,60623
+6652,365366,47,775,CINNAMON CAFE,1968 W LAWRENCE AVE 1,60640
+6653,365471,42,676,Vacasa,540 N STATE ST,60654
+6654,36549,25,NaN,EXQUISITE DRAPERIES INC,1100 W CERMAK RD 1ST,60608
+6655,365537,19,890,SOUTHSIDE KNOCKOUT TRAINING,3504 W 111TH ST 1 1,60655
+6656,365558,7,763,OMAR & SALMA INC.,2800 E 76TH ST 1ST,60649
+6657,36556,27,NaN,"DIRECT MARKETING SPECIALISTS,900 N FRANKLIN ST",706,60610
+6658,365652,49,NaN,CASPIAN HEATING & COOLING INC.,6970 N SHERIDAN RD 1ST C,60626
+6659,365653,47,763,EDVAN'S FOOD,4631 N LINCOLN AVE 1 1,60625
+6660,365736,23,NaN,"ELIA SALGADO,3636 W 55TH ST",1,60632
+6661,365751,27,NaN,08/31/12-09/02/12 North Coast Music Festival,1501 W RANDOLPH ST,60607
+6662,365778,1,NaN,The Other Side Tattoo Gallery,2334 N MILWAUKEE AVE 1ST,60647
+6663,3658,42,775,"JOHN'S POPCORN,AND SUBS INC",1 S STATE ST,60603
+6664,36580,32,NaN,INTERNATIONAL MACHINE TOOL LTD,2461 N CLYBOURN AVE 1ST,60614
+6665,365853,38,724,GOODMAN ARTISTS,6335 W GRACE ST 1ST,60634
+6666,365953,35,NaN,K-AUTO ACCESSORIES INC.,3653-3655 W LAWRENCE AVE 1ST,60625
+6667,365990,34,724,Krystal Klear Kleaning Solution,12829 S SANGAMON ST 1ST,60643
+6668,36605,17,779 | 712,SARABIA AUTO PARTS INC.,7421-23 S LOOMIS BLVD,60636
+6669,36606,42,NaN,"MEDIQUS Asset Advisors Inc.,200 N LA SALLE ST",2300,60601
+6670,3661,26,763,3956 W NORTH AVE INC,1609 N PULASKI RD 1ST,60639
+6671,366116,34,820,LAUGHS AND GIGGLES CHILDREN'S ACADEMY INC.,106 W 119TH ST 1,60628
+6672,366171,23,775,NELSON FOOD & LIQUOR,3201 W 63RD PL,60629
+6673,366179,6,NaN,SWISHER & SWEET III INC.,6901 S HALSTED ST GROUND,60621
+6674,366198,22,864,PACIFIC COAST SEAFOOD CORP.,4335 - 4343 W 31ST ST 1ST,60623
+6675,366234,34,622,THE SOURCE,9923 S HALSTED ST 1ST,60628
+6676,366252,18,712,TACHO AUTO REPAIR INC.,7431 S WESTERN AVE,60636
+6677,36627,23,NaN,"NEW ARCHER NASH CURRENCY EXC,6611 W ARCHER AVE",1ST,60638
+6678,366301,46,NaN,COLLAGEVILLE,3950 N LAKE SHORE DR 4 410B,60613
+6679,366311,48,775,DIAMANTE AZUL RESTAURANT,5661 N CLARK ST 1ST,60660
+6680,366336,11,NaN,Rush Productions & Entertainment,1600 S HALSTED ST STREET LEVEL UNIT B,60608
+6681,36639,42,NaN,"IAN SCOTT & ASSOCIATES,350 N ORLEANS ST",1,60654
+6682,366416,27,827 | 904 | 894,GOLDEN GIRL CHICAGO,160 N HALSTED ST 3RD,60661
+6683,366431,36,772 | 652,GADGETWISE,5949 W FULLERTON AVE 1ST,60639
+6684,366441,22,NaN,LINCARE INC.,3350 S KEDZIE AVE 1 A,60623
+6685,366497,37,775,VICTOR'S PIZZERIA,5418 W NORTH AVE 1ST,60639
+6686,36651,8,NaN,"PAXTON LAUNDROMAT,2154 E 79TH ST",1,60649
+6687,366561,42,NaN,NANCY ANGELAIR,1009 N RUSH ST 4 401,60611
+6688,366591,32,754,Mavrek Development,1349 W BELMONT AVE FIRST 1E,60657
+6689,366617,33,942,Tortuga's Cantina,4600 N KIMBALL AVE,60625
+6690,366661,39,NaN,TPH SALES LLC,6330 N PULASKI RD 1ST,60646
+6691,366732,29,763,"BP,GAS",1754 N CENTRAL AVE,60639
+6692,366742,1,NaN,Phone Recycling Center,1240 N MILWAUKEE AVE 1ST,60622
+6693,36683,30,NaN,"SOCORRO MARTINEZ,2649 N MANGO AVE",1ST,60639
+6694,366844,42,NaN,"G.H. Financials LLC,311 S WACKER DR",1550,60606
+6695,36685,32,NaN,"ILLINOIS PAVING CO INC,1800 W ARMITAGE AVE",1,60622
+6696,36690,28,NaN,"G.M.SPECIALTIES INC,4109 W LAKE ST",1ST,60624
+6697,366947,23,602 | 642,AKITA FOOD,7000 W 60TH ST 1ST,60638
+6698,366965,35,NaN,TEK GUYZ,3417 W FULLERTON AVE 1ST,60647
+6699,366997,36,922,CRICKET WIRELESS AUTHORIZED DEALER,5025 W ARMITAGE AVE GROUND,60639
+6700,367044,45,NaN,LUQUE ACCOUNTING & TAX SERVICES CORP.,4063 N ELSTON AVE 1ST,60618
+6701,36715,20,NaN,"RYAN TIRE SHOP,5923 S WENTWORTH AVE",1ST,60621
+6702,367150,24,763,KEELER FOOD & DELI,4150 W ROOSEVELT RD 1,60624
+6703,367246,15,775,EL ORIGINAL ACAMBARO BAKERY INC.,2108 W 51ST ST 1ST,60609
+6704,367269,35,775,TAQUERIA LOS DOS MICHOACANOS,3808 W LAWRENCE AVE 1ST,60625
+6705,367279,26,693,BUBBLE LAND ON DIVISION,2650 W DIVISION ST 1ST,60622
+6706,36733,3,894,THE PRIMPING ROOM,2251 S MICHIGAN AVE,60616
+6707,367348,15,775,Ramos foods inc,4500 S WOOD ST 1ST,60609
+6708,367366,15,673,VILCHIS HEATING & COOLING,5538 S FAIRFIELD AVE 1 1,60629
+6709,367395,42,904,Lenscrafters at Macy's #3342,111 N STATE ST,60602
+6710,367437,28,NaN,FASHION SHOE,2551 W CERMAK RD 1ST 402,60608
+6711,36747,48,724,"CLARICE A POLOCK,5455 N SHERIDAN RD",804,60640
+6712,36749,44,NaN,SALON ABSOLU,1216 W BELMONT AVE 1ST,60657
+6713,367513,26,775,SAN JUAN BAKERY,3335 W NORTH AVE 1ST,60647
+6714,367515,42,854,FIRST CLASS CHICAGO LLC,[REDACTED FOR PRIVACY],60611
+6715,367530,48,NaN,"ELIZABETH MARTINSON GOODMAN,5021 N KENMORE AVE",3S,60640
+6716,367551,34,724,D AND R TRANSPORTATION INC.,9956 S ABERDEEN ST 1ST,60643
+6717,36757,42,NaN,"ACCESS FINANCIAL GROUP,118 N CLINTON ST",450,60661
+6718,36759,11,NaN,CITY SPORTS ON HALSTED,4666 S HALSTED ST,60609
+6719,367618,16,763,CITGO,810 W 59TH ST,60621
+6720,367637,45,693,MAYTAG LAUNDRY,4315 N MILWAUKEE AVE 1,60641
+6721,367662,23,724,"HEALTH & WELLNESS JKJ ZAMORA,3533 W 57TH ST",B,60629
+6722,367675,6,775,big mikes gyros,7859 S STATE ST FIRST FLOOR G,60619
+6723,367684,34,724,MarieRenee Events,12216 S STEWART AVE N/A,60628
+6724,367724,16,724 | 673,HD SATELLITE ENTERPRISE INC.,6148 S WHIPPLE ST 1ST,60629
+6725,367803,44,NaN,REBELL LLC,2831 N CLARK ST 1ST,60657
+6726,367821,26,775,RINCONCITO DE MORELOS,3910 W NORTH AVE,60647
+6727,36783,27,NaN,GLAZIER CORPORATION,824 N RACINE AVE 2ND,60642
+6728,367847,31,775,PANADERIA Y TAQUERIA COTZIO,2320 N CICERO AVE 1ST,60639
+6729,367849,38,197,POLONIA CONSULTING INC.,7700 W BELMONT AVE 1ST 1R,60634
+6730,36790,12,NaN,"K S PANG INC,3101 W 26TH ST",63,60623
+6731,367904,16,786,GROWING POWER INC.,748 W 61ST ST,60621
+6732,367918,10,775,CHINA GARDEN,13328 S BALTIMORE AVE 1ST,60633
+6733,36793,17,NaN,CARI'S SECRETARIAL SERVICES,7339 S PEORIA ST 1ST,60621
+6734,367967,40,894,QUISPI BEAUTY,2709 W LAWRENCE AVE 1ST,60625
+6735,367976,42,NaN,Granicus,600 W JACKSON BLVD FITH 580,60661
+6736,367996,46,724,PROPORTION,927 W GORDON TER 2ND 2,60613
+6737,36803,9,NaN,"DD.S CLEANING SERVICES INC,377 E 87TH PL",1ST,60619
+6738,368070,25,775,M2 CAFE,850 W JACKSON BLVD 1ST 125,60607
+6739,368121,42,NaN,MUNICIPAL MEDIA SOLUTIONS LLC,676 N LA SALLE DR 2ND 213,60654
+6740,368135,28,NaN,XTRAVAGANTE,2557 W CERMAK RD 1ST 304,60608
+6741,368144,11,724,SEABUCKTHORNLOVERS.COM,3237 S MORGAN ST 1 1,60608
+6742,368160,32,673,Fix It People,2936 N LINCOLN AVE 1 1S,60657
+6743,368186,43,NaN,SPORT CLIPS IL 201,1223 W FULLERTON AVE 1ST,60614
+6744,368204,10,724,"T. O. FLAG SERVICES INC.,10920 S AVENUE O",1ST,60617
+6745,368271,48,775,"MAS ALLA DEL SOL,5848 N BROADWAY",1,60660
+6746,368355,2,NaN,Hindsight Tattoo Removal LLC,1062 N MILWAUKEE AVE L,60642
+6747,368359,42,638,BOARDING HOUSE,720 N WELLS ST 1233 (MEZ) & BSMT,60654
+6748,368382,25,763,YA YA MINI MART,1458 W 18TH ST 1ST,60608
+6749,368408,16,781,RAY'S ISLAND GRILL LLC,3146 W 63RD ST 1ST,60629
+6750,368440,49,775,pillars social cafe,6800 N SHERIDAN RD FIRST,60626
+6751,368442,27,922,Cellit,213 W INSTITUTE PL 6 603,60610
+6752,368491,35,775,B MART,3756 W MONTROSE AVE 1ST,60618
+6753,368547,1,712,G-NOTE MOTORS INC.,1519-1525 N WESTERN AVE 1,60622
+6754,368581,35,NaN,YE SPA,3517 W BELMONT AVE 1ST,60618
+6755,368584,42,775,RITZ-CARLTON RESIDENCES CHICAGO,118 E ERIE ST 10TH,60611
+6756,368602,1,744,EMPORIUM ARCADE BAR,1366-1368 N MILWAUKEE AVE,60622
+6757,368648,31,NaN,STAR MAIDS SERVICES,4815 W MONTANA ST 1ST,60639
+6758,368663,44,942,EL BUEN VALLE RESTAURANT,3600 N HALSTED ST,60613
+6759,368671,45,763,Whole Leaf,4945 N MILWAUKEE AVE 1 3,60630
+6760,368721,45,673,HANDYMAN MATTERS CHICAGO,5251 N CENTRAL AVE,60630
+6761,368751,27,NaN,CTP Training,2440 W HUBBARD ST 1ST,60612
+6762,368764,5,NaN,BP GAS & FOOD MART,7603-7643 S SOUTH CHICAGO AVE,60619
+6763,368785,27,638,FULTON MARKET CO. / NANCY'S HOME OF THE STUFFE...,205-209 N PEORIA ST 1,60607
+6764,368813,3,NaN,JT SPORTS,5401 S WENTWORTH AVE 1ST,60609
+6765,368827,20,724,RIAH INTERNATIONAL INC. NFP,6615 S RHODES AVE 1ST,60637
+6766,368857,42,NaN,R-T Specialty,500 W MONROE ST 28,60661
+6767,36898,12,NaN,"VARGAS APPLIANCES HEATING & COOLING.,3248 W 25TH ST",1ST,60623
+6768,368993,3,775,CHICAGO STEAK HOUSE,219 E 47TH ST 1ST,60653
+6769,369,38,638,SUPAROSSA,4250 N CENTRAL AVE 1ST,60634
+6770,369015,27,NaN,ReVamp Electronics,1016 W LAKE ST 1,60607
+6771,369025,25,734,EL JEFE,2300 S THROOP ST,60608
+6772,369077,10,775,SHRIMP AND GUMBO ROAD,8701 S EXCHANGE AVE,60617
+6773,36914,27,NaN,"STUDIO BLUE INC,800 W HURON ST",3N,60642
+6774,369176,43,775,HOTEL LINCOLN,1816 N CLARK ST 1-13,60614
+6775,369193,42,775,KWIK MINIMART,414 N CLARK ST 1ST,60654
+6776,36922,4,NaN,HYDE PARK NAILS,1350 E 53RD ST,60615
+6777,369233,27,763,OCEAN FISH & FAMOUS WINGS INC.,33 N KEDZIE AVE,60612
+6778,369270,35,712,ABE'S AUTO INC.,3555-3559 W BELMONT AVE 1,60618
+6779,369301,2,638,OSTERIA RUSTICANA,2114 W DIVISION ST 1ST,60622
+6780,369380,18,724,Sweet Devine Design,8059 S KILBOURN AVE 2,60652
+6781,369388,18,NaN,MADINA FOOD MART,3968-3980 W COLUMBUS AVE GROUND,60652
+6782,3694,16,775,J & J FISH,5101 S ASHLAND AVE,60609
+6783,369468,27,763,PATEL QUICK MART & CELLULAR,22 S WESTERN AVE 1 104,60612
+6784,36948,25,NaN,CHAMPION BOOKS & GIFT COMPANY,2167 S CHINA PL 1ST,60616
+6785,369504,44,775,"STARBUCKS COFFEE,1000-1002 W DIVERSEY PKWY",C102,60614
+6786,36954,42,NaN,"CREATIVE VISIONS IN MARKETING,222 W MERCHANDISE MART PLZ",1599,60654
+6787,369553,42,775,HO CHOY,548 N WELLS ST,60654
+6788,369592,46,775,"MISO ASIAN KITCHEN,4449 N BROADWAY",1ST,60640
+6789,36961,13,NaN,GABINO RAMIREZ,5819 S NAGLE AVE,60638
+6790,369646,12,NaN,M.J. AUTO SALE INC.,3278 S ARCHER AVE 1ST,60608
+6791,369664,2,NaN,HERBERT J. LINN AND HARRIET L. PRICE,112 W OAK ST,60610
+6792,369743,42,814,Giordano's,565 W ADAMS ST,60661
+6793,369780,14,775,SCOOPS ICE CREAM AND YOGURT,5106 S ARCHER AVE 1ST,60632
+6794,3698,40,NaN,ANCER DENTAL LAB INC,5789 N LINCOLN AVE,60659
+6795,369843,28,814,Venue Management,1453 W TAYLOR ST,60607
+6796,36992,25,NaN,SUPER HEAT INC,950 W 18TH ST,60608
+6797,369935,42,638,TACO JOINT,158 W ONTARIO ST 1,60654
+6798,369963,42,NaN,River East Cat Sitters Inc.,320 W ILLINOIS ST 15TH 1507,60654
+6799,37,49,775,HARD WATER BAR & GRILL,7541-7545 N CLARK ST 1ST,60626
+6800,370,25,775,MARIA'S SUPERMARKET,1748 W 21ST ST 1ST,60608
+6801,370016,42,NaN,Cavalry Post LLC,100 W KINZIE ST 3,60654
+6802,370022,42,NaN,"WILLDAN ENERGY SOLUTIONS INC.,445 N WELLS ST",203,60654
+6803,370034,42,NaN,Advise Analytics,225 W WASHINGTON ST 4 425,60606
+6804,370094,42,774,O'VIE BAR AND GRILL,120 N CANAL ST 1ST,60606
+6805,370108,39,NaN,Twisted Tattoo Studio,4168 N ELSTON AVE 1,60618
+6806,370114,1,NaN,RACHEL'S NAILS,1600 N MAPLEWOOD AVE 1ST,60647
+6807,370131,12,767,"VALLES DE DURANGO,3115 W 26TH ST",201,60623
+6808,370174,42,724,Augusta Staffing Group LLC,411 W ONTARIO ST 4 410,60654
+6809,37020,35,NaN,"KOVEN DOG TRAINING,3927 N ELSTON AVE",1,60618
+6810,370249,39,703 | 197,PURE TAXI MEDIA LLC,4536 N ELSTON AVE 1 2,60630
+6811,370250,25,NaN,BONYS FOOD MART,1942 S CARPENTER ST 1ST,60608
+6812,370291,28,712,A & J TRUCK REPAIR SHOP,2430-2436 W OGDEN AVE 1ST,60608
+6813,370302,25,775,MEMO'S HOT DOGS,1447 W 18TH ST 1ST,60608
+6814,370327,17,786,K INTERCONTINENTAL RESTAURANT/ BAR INC.,1535 W 79TH ST 1ST,60620
+6815,370452,31,819,DANIEL GOMEZ,4554 W BARRY AVE,60641
+6816,37047,29,NaN,THE SHAMPOO INN HAIR SALON,5816 W ROOSEVELT RD # 1ST,60644
+6817,370495,43,NaN,Morris Hill Properties LLC,1901 N CLYBOURN AVE 3 302,60614
+6818,3705,19,NaN,BEVERLY RECORD AND COSTUME INCORPORATED,11612 S WESTERN AVE,60643
+6819,37055,12,NaN,FOUNTAIN BLUE,4158 S CAMPBELL AVE 1ST,60632
+6820,3706,30,775,SAM CUFFAN,5940 W DIVERSEY AVE,60639
+6821,370621,27,601,1512-46 Montana LLC,833 N ORLEANS ST 4 400,60610
+6822,370660,44,638,"WHEAT'S END CAFE,2873-2875 N BROADWAY",1ST,60657
+6823,370728,43,775,BATTER & BERRIES LLC,2748 N LINCOLN AVE 1ST,60614
+6824,370772,42,763,NP LOBBY SHOP,111 W MONROE ST 1 1,60603
+6825,370793,12,NaN,BFS METALS,4343 S OAKLEY AVE 1ST,60609
+6826,37080,42,NaN,"HEWITT ASSOCIATES LLC,311 S WACKER DR",2100,60606
+6827,370803,43,602,"JUNTY INTERNATIONAL,2202 N LINCOLN AVE",2,60614
+6828,37081,42,NaN,"HOWARD WEISS BROADCAST SALES,20 N WACKER DR",562,60606
+6829,370821,27,NaN,STATE LINE FIRE SYSTEMS INC.,833 W CHICAGO AVE 5TH 506,60642
+6830,370930,26,804,"BEET CATERING/SUZANNE J DEVENEY,3262 W ARMITAGE AVE",6,60647
+6831,370960,40,638,JOHNNY BROWN BAG,5406 N CLARK ST 1ST,60640
+6832,371095,39,712,UNLIMITED TRANSMISSIONS & REPAIR,4440 - 4442 N ELSTON AVE 1ST,60630
+6833,37114,12,NaN,BOWER CORWIN PHOTOGRAPHY INC,3845 S WINCHESTER AVE,60609
+6834,371188,46,NaN,CLARK FOOD MART & DOLLAR PLUS INC.,4401 N CLARK ST,60640
+6835,371191,28,696,PEEPLE TRANS CAB INC.,151 N CICERO AVE,60644
+6836,371247,13,NaN,Roth Eye Care PC,6857 S PULASKI RD 1,60629
+6837,371274,42,720,IMERMAN ANGELS,400 W ERIE ST 4TH 405,60654
+6838,371307,48,724,PARAMOUNT BUSINESS SOLUTIONS INC,5455 N SHERIDAN RD 30 3004,60640
+6839,371314,47,724,Jacob Lund Fisker,4871 1/2 N HERMITAGE AVE 1E,60640
+6840,37138,42,NaN,"SEGALL BRYANT & HAMILL/PRTNSHP,10 S WACKER DR",3500,60606
+6841,371563,2,NaN,PINKY NAIL LOUNGE,2061 N CLYBOURN AVE,60614
+6842,37159,42,NaN,"SMW TRADING COMPANY INC.,141 W JACKSON BLVD",380,60604
+6843,371604,19,775,TACO BELL,1646-1648 W 95TH ST 1 1,60643
+6844,37173,42,NaN,"PHIL PASSEN,400 N CLINTON ST",502,60654
+6845,371750,30,621,BABYS & TOTS,6013 W BELMONT AVE 1ST,60634
+6846,371759,5,724,ILLINOIS TONER DEPOT INC.,7042 S SOUTH SHORE DR,60649
+6847,371764,28,NaN,conneXion,2059 W HASTINGS ST,60608
+6848,371795,6,NaN,SHELL SERVICE STATION,8659 S STATE ST,60619
+6849,371875,42,NaN,CHICAGO ELECTRIC BOAT COMPANY / CHICAGO CYCLE ...,300 N STATE ST 1ST EE,60654
+6850,371878,10,NaN,RUGS & FURNITURE,9139 S COMMERCIAL AVE 1ST,60617
+6851,371883,11,890,LK ART GALLERY,3049 S QUINN ST 1ST,60608
+6852,3719,33,638,VIP CHINESE RESTAURANT,3254 W MONTROSE AVE 1ST,60618
+6853,372,43,775,1350 LAKE SHORE DR. COMMISSARY,1350 N LAKE SHORE DR,60610
+6854,372067,43,NaN,THE BELDEN DELI LLC,2301 N CLARK ST,60614
+6855,37212,42,NaN,"CODE HENNESSY & SIMMONS INC,10 S WACKER DR",3175,60606
+6856,372121,3,763,NEW YORK DOLLAR & FOOD,122 E 35TH ST 1ST,60616
+6857,372157,9,775,SMILY'S,507 E 130TH ST 1ST,60628
+6858,372207,11,781,SUBWAY,1232 S CANAL ST 1ST,60607
+6859,3723,47,775,LAKEVIEW LOUNGE,5110 N BROADWAY,60640
+6860,37230,32,NaN,AN EXECUTIVE DECISION,1510 W WOLFRAM ST 1ST,60657
+6861,372439,10,NaN,MA HAND CARWASH,9333 S SOUTH CHICAGO AVE 1ST,60617
+6862,37245,30,814,St. Bartholomew,4949 W PATTERSON AVE,60641
+6863,372474,34,763,HALSTED FOOD MART INC,12301 S HALSTED ST 1ST FLOOR,60628
+6864,372551,42,724,Precision Trading IP LLC,626 W RANDOLPH ST 6 501,60661
+6865,37260,26,NaN,"DORY'S BEAUTY SALON,1607 N KEELER AVE",1,60639
+6866,372623,28,713,A TO Z TIRES INC.,1112-18 S WESTERN AVE 1ST,60612
+6867,372626,27,630,FIREFLY EVENTS AND CATERING,324 N LEAVITT ST 1,60612
+6868,372675,46,724,WINNETT CIVIC INGENUITY,4649 N MAGNOLIA AVE 2S,60640
+6869,37272,2,NaN,DEBBIE BASS,1534 N HUDSON AVE 1 1N,60610
+6870,372735,25,734,MILT'S BBQ,2300 S THROOP ST,60608
+6871,372744,2,923,HELENE LUCILLE & CO.,1 E DELAWARE PL 3 304,60611
+6872,37278,40,NaN,LINCOLN AUTOMOTIVE GROUP INC.,5455 N LINCOLN AVE,60625
+6873,372784,11,724,PRSPR,3450 S HALSTED ST 5 503,60608
+6874,372847,43,814,That's So Corny Inc.,2400 N LINCOLN AVE,60614
+6875,372874,1,NaN,CourtneyBlades,1324 W GRAND AVE 1ST WEST,60642
+6876,372892,13,894 | 904,LIFE WITH STYLE,5937 W 63RD ST 1ST,60638
+6877,3729,24,774,ANNA'S FOOD,1303 S KEDZIE AVE,60623
+6878,37295,42,NaN,"RBH FINANCIAL,30 S WACKER DR",1912,60606
+6879,37301,42,NaN,"BRIAN BLANCHARD LTD.,333 N MICHIGAN AVE",927,60601
+6880,3732,42,763,CLUB LAGO,331 W SUPERIOR ST 1ST,60610
+6881,373206,18,NaN,BAD GIRL LINGERIE + NOVELTIES,8310 S KEDZIE AVE 1ST,60652
+6882,373220,50,763,ANMOL PAN HOUSE,2504 W DEVON AVE 1ST,60659
+6883,373239,25,775,The Jam House Inc,1854 W 18TH ST 1ST,60608
+6884,37330,36,NaN,LA FLOR DE JALISCO,4935 W FULLERTON AVE 1ST,60639
+6885,373316,39,NaN,TEMPO AUTO GROUP,4413-4421 N ELSTON AVE 1ST,60630
+6886,373318,13,775,LA ESQUINITA DE MICHOACAN INC.,6059 S KILDARE AVE 1ST,60629
+6887,37332,27,NaN,ROZON APPLIANCE AND FURNITURE,3737 W GRAND AVE,60651
+6888,373419,35,894,PENNY LANE STUDIOS,2658 N SAWYER AVE 1 1,60647
+6889,373431,1,793 | 818 | 711,WESTERN BODY SHOP INC.,2426 N WESTERN AVE 1ST,60647
+6890,373467,17,922,Cricket Wireless,7854 S ASHLAND AVE 1,60620
+6891,373582,14,689,OMAR VALDEZ,5604 S TROY ST 2 2,60629
+6892,373594,8,NaN,FUTURE CONNECTION INC.,934 E 79TH ST 1,60619
+6893,373637,35,673,MASTERPRO REPAIR,3027 N ELBRIDGE AVE 1ST,60618
+6894,373644,6,904,VILLA JOIN THE MOVEMENT,712 E 87TH ST,60619
+6895,373685,27,897,Accion Serving Illinois and Indiana,135 N KEDZIE AVE,60612
+6896,37374,42,NaN,"THE RANDOLPH GROUP INC,150 N WACKER DR",880,60606
+6897,3738,2,775,DRAKE HOTEL,140 E WALTON PL,60611
+6898,373891,32,144,NAIL BY NAIL,2041 N DAMEN AVE 1ST,60647
+6899,373907,12,745,BODY HEALTH CENTER,3872 S ARCHER AVE 1ST,60632
+6900,37391,8,NaN,Stony Island Automotive / Mr Transmission,9200 S STONY ISLAND AVE 1ST,60617
+6901,373913,33,NaN,KRISTOPHER'S FURNITURE SERVICE LLC,2416 W BARRY AVE 1ST,60618
+6902,373932,50,673,Meade Services Inc.,6441 N FRANCISCO AVE 1,60645
+6903,373934,2,735,DIMO'S PIZZA SIX CORNERS,1615 N DAMEN AVE 1ST,60647
+6904,373948,27,609,"ANIMALSENSE CANINE TRAINING AND BEHAVIOR INC.,1407 N WELLS ST",GW,60610
+6905,373954,42,814,Sugar Fixe Patisserie,118 N CLARK ST,60602
+6906,373999,47,814,Avery Innovations LLC,4400 N LINCOLN AVE,60625
+6907,37401,15,NaN,BILLARES RICARDO & RESTAURANT,4209 S KEDZIE AVE 1,60632
+6908,374095,15,769,BENITO DE LA CANA,4410 S MOZART ST,60632
+6909,374139,21,775,ALI BABA FISH & CHICKEN INC.,8950 S ASHLAND AVE 1ST,60620
+6910,374156,30,NaN,PATRICK HURLEY,3911 W ADDISON ST,60618
+6911,37416,13,720,QUEEN OF THE UNIVERSE,7114 S HAMLIN AVE,60629
+6912,374169,42,NaN,"MEZLAN,900 N MICHIGAN AVE",L3-05,60611
+6913,374287,30,902,TONE HVAC,3048 N MILWAUKEE AVE 1ST,60618
+6914,374303,8,769,DIONTE MONTGOMERY,8156 S KENWOOD AVE,60619
+6915,374306,42,NaN,US Legal Support Inc.,200 W JACKSON BLVD 6 600,60606
+6916,374308,11,904,Hardscrabble Gifts LLC,3333 S HALSTED ST FIRST,60608
+6917,37434,32,NaN,"A & R ESTATE BUYERS LLC,1917 W FULLERTON AVE",D,60614
+6918,37437,14,NaN,MARIO'S AUTO REPAIR,4401 W 47TH ST 1ST,60632
+6919,374375,16,NaN,YARITZA ZUNIGA,6106 S MOZART ST,60629
+6920,374398,21,666,BP,8506-8514 S ASHLAND AVE 1 1,60620
+6921,374399,12,NaN,ECOZEL,4350 S WINCHESTER AVE 1ST A,60609
+6922,374407,49,775,LE PIANO,6970-6972 N GLENWOOD AVE 1,60626
+6923,374446,19,NaN,ABC TAILORS,9719 S WESTERN AVE 1ST,60643
+6924,374536,27,NaN,Classick Studios,2950 W CHICAGO AVE 3RD 310/311,60622
+6925,374676,7,724,TWO GIRLS & A BOY PROPERTY SERVICES,7539 S ESSEX AVE 1ST,60649
+6926,374691,42,NaN,STRATA DECISION TECHNOLOGY LLC,200 E RANDOLPH ST 49TH,60601
+6927,374781,49,NaN,ARMILLA,6928 N GLENWOOD AVE 1ST,60626
+6928,3748,50,638,GANDHI INDIAN RESTAURANT INC,2601 W DEVON AVE 1ST,60659
+6929,374888,21,NaN,SCOOP'S HAIR MECHANICS,9407 S ASHLAND AVE 1ST,60620
+6930,37491,34,NaN,115TH & LAFLIN CURRENCY,1476 W 115TH ST,60643
+6931,374961,26,775,THE SCOOP NEVERIA,4117 W NORTH AVE,60639
+6932,374994,15,922,US CELLULAR,1408 W 47TH ST 1ST,60609
+6933,375,20,NaN,TASTE DISCO & STEAK HOUSE,6331 S LOWE AVE,60621
+6934,375011,40,NaN,Hardware CrossFit,1834 W BALMORAL AVE FIRST,60640
+6935,375017,17,775,BUTCHWAY TOBACCO & SNACKS INC.,1724 W 69TH ST 1ST,60636
+6936,375041,47,819,BLAKE BULLEIT DANIELS,4239 N ASHLAND AVE,60613
+6937,3751,37,774,MEGA PRESTIGE LIQUORS,4801-4803 W CHICAGO AVE 1ST,60651
+6938,375139,23,NaN,CAROLINA E. RODRIGUEZ,3359 W 60TH PL 1 1,60629
+6939,375157,16,763,WINDY FOOD MART INC.,1007 W 63RD ST 1 1,60621
+6940,375165,43,911 | 904 | 900,NEW ELEPHANT RESALE SHOP OF CHICAGO NFP,2325 N CLARK ST 1ST,60614
+6941,375226,43,601,Impressionist Homes on Altgeld LLC,2767 N LINCOLN AVE 1,60614
+6942,375287,42,602,ESQUIRE DEPOSITION SOLUTIONS LLC,311 W MONROE ST 12TH 1200,60606
+6943,37529,10,NaN,Q C CONSTRUCTION COMPLETE HOME,8826 S COMMERCIAL AVE 1ST,60617
+6944,3753,39,775,IRISH AMERICAN HERITAGE CENTER,4626 N KNOX AVE,60630
+6945,375323,18,775,FON FON CHINESE CUISINE,8253 S KEDZIE AVE 1ST,60652
+6946,375333,12,921,SHAILA FLOWERS,2210 S CALIFORNIA AVE 1ST,60608
+6947,375372,23,926,CAMINO A LA SALUD,4237 W 63RD ST,60629
+6948,375382,50,894,MARV' S BARBER SHOP,3334 W PETERSON AVE 1ST,60659
+6949,375391,26,767 | 729,Armitage Pharmacy Inc.,3650 W ARMITAGE AVE FL 1 100,60647
+6950,375405,38,775,YUMMY,3709 N HARLEM AVE 1ST,60634
+6951,375486,45,904,ICA CABINET SUPPLY,4250 N MILWAUKEE AVE,60641
+6952,375489,44,775,BANH MI & CO.,843 W BELMONT AVE,60657
+6953,375544,11,NaN,WEIYI EXPRESS INC,2827 S ARCHER AVE 1 1,60608
+6954,37555,2,763,ANAND GIFT SHOPS INC,163 E WALTON ST,60611
+6955,375568,22,NaN,SAM'S DOLLAR PLUS INC.,2756 S PULASKI RD,60623
+6956,3756,10,829,13300 BRANDON INC,13300 S BRANDON AVE,60633
+6957,375646,24,723,9/11/15 - 9/13/15 Riot Fest,1401 S SACRAMENTO DR,60623
+6958,37568,32,NaN,NEW COLLECTINS INC,3147 W LOGAN BLVD 1ST,60647
+6959,375737,42,724,Gerald Carvalho Photography,441 E ERIE ST 17 1710,60611
+6960,375759,27,864,AMERICAN LIFE BAKING GROUP,250 N WASHTENAW AVE,60612
+6961,37580,31,NaN,VISUAL ILLUSION,2731 N PULASKI RD,60639
+6962,375845,29,NaN,JACQUELINE CASUAL WEAR,5640 W DIVISION ST,60651
+6963,375848,32,NaN,Ernst Development LLC,1637 N HONORE ST 1,60622
+6964,375853,6,776,BIG SAMS FOOD MART & CELLULAR,133 E 75TH ST,60619
+6965,375888,27,NaN,BUY BUY BABY INC.,1419 N KINGSBURY ST 1 - 2,60642
+6966,3759,42,638,GINZA RESTAURANT,17 E OHIO ST 1ST,60611
+6967,375916,42,814,Robinson's No. 1 Ribs,300 S COLUMBUS DR,60604
+6968,375980,37,NaN,QUALITY BUMPER INC.,4616 W CHICAGO AVE 1ST,60651
+6969,375990,17,NaN,FIRST COME FIRST SERVE DISCOUNT STORE,739 W 79TH ST 1ST,60620
+6970,376027,13,666,PHILLIPS 66,3905-3911 W 63RD ST 1 1,60629
+6971,37605,26,NaN,LUCKY AUTO PARTS INC,3434 W ARMITAGE AVE 1ST,60647
+6972,376058,42,NaN,Insight Global (Delaware) Inc.,353 N CLARK ST,60654
+6973,376059,28,602 | 731,CHRISTOPHER GLASS & ALUMINUM INC.,3006-3034 W FILLMORE ST 1-2,60612
+6974,376271,32,NaN,TANDANG GARIMOT LLC,2940 N LINCOLN AVE 2,60657
+6975,376273,6,NaN,Quality Scents INC.,458 E 79TH ST 1,60619
+6976,376274,45,NaN,"DIMENSIONS MEG,4412 N MILWAUKEE AVE",1ST,60630
+6977,376312,46,NaN,THE HOUNDRYS,3945 N SHERIDAN RD 1ST,60613
+6978,376335,47,NaN,PLATFORM COWORKING,4422 N RAVENSWOOD AVE 1 4,60640
+6979,376407,47,638,BARBA YIANNI TAVERNA INC.,4761 N LINCOLN AVE,60625
+6980,376422,28,776,THREE BROTHERS FOOD MART # 2 INC.,220 N HOMAN AVE 1ST,60624
+6981,376440,28,775,TITTO QUICK STOP FOOD STORE,4759 W LAKE ST,60644
+6982,376451,35,793,Cars R Us Chicago Inc,2326 N PULASKI RD 1,60639
+6983,37654,33,NaN,Mughal Imports,3336 W MONTROSE AVE GROUND,60618
+6984,37657,42,NaN,INFOWORKS,10 S RIVERSIDE PLZ 19 1920,60606
+6985,376579,3,767,THEO'S VARIETY STORE,67 E 43RD ST STOREFRONT,60653
+6986,376581,17,775,FIVE STARZ FOOD MART COMPANY,7855 S HALSTED ST 1ST,60620
+6987,3766,43,763,BARRELHOUSE FLAT,2624 N LINCOLN AVE 1,60614
+6988,376635,42,821 | 822,CATERPILLAR CARE,505 N ST CLAIR ST 1ST,60611
+6989,376650,42,763,P & H CONVENIENCE STORE INC.,205 W RANDOLPH ST LOBBY,60606
+6990,376720,31,763,M & M FOOD & DOLLAR STORE,5026 W DIVERSEY AVE 1ST,60639
+6991,376733,39,763,AL-WALY CONVENIENCE STORE,3417 W PETERSON AVE 1ST,60659
+6992,376785,17,622,TRADE AND SAVE LLC,6930 S ASHLAND AVE 1ST A,60636
+6993,37679,25,NaN,"COMFORT BEDDING & FURNITURE,1153 W 18TH ST",1,60608
+6994,376808,1,775,TAKITO KITCHEN,2013 W DIVISION ST 1,60622
+6995,37685,25,NaN,"ALIVIO MEDICAL CENTERINC,2355 S WESTERN AVE",1,60608
+6996,376856,39,689,ISIDRO NUNEZ,4534 N KASSON AVE 1ST,60630
+6997,376860,32,776 | 936,HOTVAPES,1740 N MILWAUKEE AVE 1ST -3RD,60647
+6998,376868,1,904 | 611,SALON DOG,2542 W FULLERTON AVE 1ST,60647
+6999,376882,37,692,SPINN'G BUBBLE,5441 W CHICAGO AVE 1,60651
+7000,376975,16,775,SUBWAY,1608 W 59TH ST 1,60636
+7001,377027,42,NaN,SSG SECURITY GROUP LLC,70 W MADISON ST 14TH 1400,60602
+7002,37703,6,NaN,"MACK 2ND STORE,6956 S WENTWORTH AVE",2,60621
+7003,377100,47,775,EL MAYA,1522-1526 W MONTROSE AVE 1ST,60613
+7004,377114,11,904 | 611,BARK N' BUBBLES,556 W 37TH ST 1ST,60609
+7005,377119,7,NaN,A 2 Z CONSULTANTS,2456 E 72ND ST 1ST,60649
+7006,377125,42,775,BENJYEHUDA,10 S LA SALLE ST,60603
+7007,377194,36,775,GOLDEN BUN,5054 W ARMITAGE AVE,60639
+7008,3772,8,785,EAST OF THE RYANINC,914 E 79TH ST 1ST,60619
+7009,377262,48,743,"63 BAR & GRILL,6341-6343 N BROADWAY",1ST,60660
+7010,377308,30,775,TONO TACOS INC.,6102 W DIVERSEY AVE 1ST,60639
+7011,377335,33,689,JUAN T. LAUREANO,3745 N ALBANY AVE,60618
+7012,37735,8,NaN,COOP'S RECORDS & TAPES,1611 E 87TH ST 1ST,60617
+7013,37737,27,NaN,STEVE GRUBMAN PHOTOGRAPHY INC.,456 N MORGAN ST,60642
+7014,377370,42,NaN,Secure Threads,1000 N LAKE SHORE DR 53 53 B,60611
+7015,3775,47,775,THE GLOBE PUB,1934 W IRVING PARK RD 1,60613
+7016,37754,31,NaN,MORGAN CANINE ACADEMY,4934 W BELMONT AVE 1ST,60641
+7017,377540,45,NaN,ILLINOIS DRIVING SCHOOL INC. NFP,3750 W IRVING PARK RD,60618
+7018,377605,33,735,HONEY BUTTER FRIED CHICKEN,3355-3361 N ELSTON AVE 1,60618
+7019,37761,5,NaN,"PRECISION EVENTS PLUS,1451 E 55TH ST",624N,60615
+7020,377691,27,814,Jerk Modern Jamaican Grill,900 N NORTH BRANCH ST,60642
+7021,377729,1,638,M VIE,1372 W GRAND AVE,60642
+7022,377766,31,774,SHAH MINI MART,4234 W FULLERTON AVE 1ST,60639
+7023,3778,42,775,UNCLE ABE'S DELI,122 S FRANKLIN ST,60606
+7024,377892,32,767 | 736,"WESTERN ""L"" NEWSTAND",1909-1911 N WESTERN AVE,60647
+7025,377896,18,748,FASHION GENERAL MERCHANDISE,7834 S WESTERN AVE 1 A & B,60620
+7026,377931,15,197,Liberty Tax Service,4502 S ASHLAND AVE 1ST,60609
+7027,377933,27,724,TIDY MAID,723 N SPAULDING AVE 1ST,60624
+7028,37794,26,NaN,ECONOMY INC,3850 W CORTLAND ST,60647
+7029,378000,6,767 | 776,WIRELESS PLUS & ACCESSORIES INC.,7113 S STATE ST,60619
+7030,378030,1,767 | 709,Le Remede-Waxing & French Skincare Boutique,1900 W CHICAGO AVE,60622
+7031,378074,27,737,BRIDGET KING,400 N ADA ST 1ST,60642
+7032,378110,42,814,DonerMen LLC,78 E WASHINGTON ST,60602
+7033,378135,3,766 | 775 | 767,43RD FOOD & MORE,246 W 43RD ST 1ST,60609
+7034,378154,17,735,SUBWAY,3205 W 63RD ST,60629
+7035,378182,27,814,Husky Hog BBQ,900 N NORTH BRANCH ST,60642
+7036,378192,1,746,LOGAN HARDWARE ARCADE,2408-2410 W FULLERTON AVE 1ST,60647
+7037,37821,2,NaN,"CARLETON M BERGERE & ASSOCIATE,175 E DELAWARE PL",7604,60611
+7038,378261,18,228,"STAR LAB,3510 W 79TH ST",4,60652
+7039,378277,20,767,HOT LINE WIRELESS,6535 S HALSTED ST 1ST B,60621
+7040,378295,32,767,MERINGUE LLC,2207 W ROSCOE ST 1ST,60618
+7041,3783,6,763,STEWART LIQUORS INC,356 W 75TH ST 1ST,60621
+7042,378346,43,776 | 767,LAKEVIEW SMOKE SHOP,2657 N CLARK ST 1ST,60614
+7043,378348,31,772 | 652,TEK SOLUTIONS,3148 N LARAMIE AVE 1ST,60641
+7044,37836,12,864,TAJ BAKERIES INC.,2301 S WHIPPLE ST MAIN,60623
+7045,378411,3,602,ATASH FIRE & SAFETY EQUIPMENT CO. INC.,2925 S WABASH AVE 1ST 1A,60616
+7046,37843,2,829,ROCKS RIVER NORTH,751 N CLARK ST 1ST,60654
+7047,37847,42,NaN,THE SPORTS STORE,700 E GRAND AVE,60611
+7048,378501,5,894,BIJOU HAIR,2110 E 71ST ST 1ST,60649
+7049,378510,30,625 | 626,MEXUS INC.,3300 N KNOX AVE 1ST 1,60641
+7050,378512,47,673 | 602,CARR CONSTRUCTION LLC,1645 W IRVING PARK RD,60613
+7051,378533,42,720,GOLDEN APPLE FOUNDATION,8 S MICHIGAN AVE 7 700,60603
+7052,378563,28,904 | 775,IN & OUT FOOD MART,401 N LARAMIE AVE 1ST,60644
+7053,378583,27,1027,Constellation Arts LLC,1501 W RANDOLPH ST,60607
+7054,378586,33,798 | 197 | 727,RURAL MULTISERVICES CORP.,3107 W LAWRENCE AVE 1ST,60625
+7055,37859,45,NaN,PROFESSIONAL TAX INCOME INC,5932 W LAWRENCE AVE 1ST,60630
+7056,378615,4,725,LEGACY PARKING COMPANY LLC,2 E 8TH ST,60605
+7057,378665,48,782,JERKY JERK,1217 W DEVON AVE 1,60660
+7058,378678,47,776,MOBIL,4000 N WESTERN AVE 1ST,60618
+7059,378739,50,767 | 775,DOLLAR INN PLUS INC.,2758 W DEVON AVE,60659
+7060,378858,4,638,HYATT PLACE CHICAGO SOUTH,5225 S HARPER AVE 1-6,60615
+7061,37886,3,NaN,PAYDAY LOAN CORP OF ILLINOIS,2109 S WABASH AVE 1ST E,60616
+7062,378861,27,638,"RHINE HALL,2010 W FULTON ST",F-104F,60612
+7063,37893,42,NaN,BANG & OLUFSEN CHICAGO,15 E OAK ST 1ST,60611
+7064,379009,32,602,INK FACTORY LLC,1828 N MILWAUKEE AVE 1ST,60647
+7065,37905,42,NaN,"BEJCO CONSTRUCTION,191 N WACKER DR",925,60606
+7066,379053,28,752,FREEDOM JANITORIAL AND CLEANING SERVICES INC.,4826 W QUINCY ST 3 3,60644
+7067,379062,42,776,GATEWAY NEWSTAND,222 N LA SALLE ST 1ST LOBBY,60601
+7068,379078,43,630,SUMMER HOUSE SANTA MONICA/STELLA BARRA PIZZERIA,1954 N HALSTED ST 1,60614
+7069,37909,4,NaN,PENDRAGON HOME REPAIR,4140 S BERKELEY AVE 2ND,60653
+7070,3791,47,775,CHICAGO BRAUHAUS INC,4732 N LINCOLN AVE 1ST,60625
+7071,379190,40,666,"PETERSON BP,2751 W PETERSON AVE",1ST,60659
+7072,379199,35,638,DIAMOND GARDEN BANQUET HALL LLC,3705 W FULLERTON AVE 1,60647
+7073,37920,38,NaN,POLITE PAINTING,6109 W DAKIN ST # 1ST,60634
+7074,37933,8,NaN,MUSIC TRACKS,755 E 87TH ST,60619
+7075,379370,48,781,ELLIPSIS COFFEEHOUSE LLC,1259 W DEVON AVE 1,60660
+7076,379567,42,638,"DOC B'S FRESH KITCHEN,100 E WALTON ST",108,60611
+7077,37958,45,NaN,AA U.S. CARPETS,4651 N MILWAUKEE AVE 1ST,60630
+7078,37959,42,NaN,"BALLERT ORTHOPEDIC,233 E ERIE ST",200,60611
+7079,37962,39,NaN,"SONG,ORIENTAL HERB",3246 1/2 W BRYN MAWR AVE,60659
+7080,379674,2,998,YAMATO FOOT MASSAGE,152 W SUPERIOR ST 1,60654
+7081,379710,31,848,STAGEN'S MARTIAL ARTS,5655 W BELMONT AVE,60634
+7082,379721,4,769,"GEROLD B THOMAS,3510 S RHODES AVE",1201,60653
+7083,379777,42,708,BMC Group VDR LLC,500 N DEARBORN ST 8TH 800,60654
+7084,37982,11,NaN,J & J SOFT CAR WASH INC,349 W 31ST ST 1ST,60616
+7085,379831,18,834,PALLETS 4 LESS INC.,7724-7726 S CLAREMONT AVE 1,60620
+7086,379855,14,689,JOSE I FLORES SR.,4541 S SPRINGFIELD AVE,60632
+7087,379920,42,630,THE LANGHAM CHICAGO,330 N WABASH AVE 1-12C,60611
+7088,37997,9,NaN,"BASS FURNITURE & RUG CO INC,11431 S MICHIGAN AVE",1,60628
+7089,380020,27,767 | 894,State Street Barbers,1545 N WELLS ST 1ST,60610
+7090,380047,11,722,BAIANDA SAFETY CO. LTD.,1223 W 32ND ST 1ST,60608
+7091,380127,12,770,MARTIN MORENO ESPINOSA,2929 W 25TH PL 2F,60623
+7092,380129,9,735,SAMMY'S BREAKFAST-LUNCH-DINNER,250 E 103RD ST 1ST,60628
+7093,380166,42,602,CHICAGO APARTMENT FINDERS,711 N STATE ST,60654
+7094,38029,42,638,BLACKBIRD,619 W RANDOLPH ST 1 & 2,60661
+7095,380298,28,814,Venue Management,1400 W TAYLOR ST,60607
+7096,380328,12,735,LOS CORRALES TAQUERIA INC.,2881 W CERMAK RD 1ST,60623
+7097,380342,21,666,MARATHON GAS,8100-8102 S ASHLAND AVE 1ST,60620
+7098,38043,42,NaN,"APPRAISAL ASSOCIATES INC,208 S LA SALLE ST",1462,60604
+7099,38047,5,NaN,"GREGG TUTORIAL LTD INC,1525 E 53RD ST",808,60615
+7100,380475,47,656 | 702,Festa Parties Incorporated,4347 N LINCOLN AVE 4 4,60618
+7101,380559,1,638,CHICAGO DISTILLING COMPANY LLC,2359-2361 N MILWAUKEE AVE 1,60647
+7102,38059,38,NaN,MAYER'S COLLISION CTR INC,6835 W IRVING PARK RD 1ST,60634
+7103,3806,28,763,"MA'S & PA'S GROCERY SNACK SHOP,804 S CALIFORNIA AVE",1,60612
+7104,380623,48,735,THE BOBA TEAHOUSE,1024 W ARGYLE ST 1 1,60640
+7105,38071,22,NaN,"E & N,3922 1/2 W 26TH ST",3922,60623
+7106,380719,25,635,BLUE SKY EMPLOYMENT AGENCY,2160 S ARCHER AVE 2ND 202,60616
+7107,380732,49,767 | 775,JAYMADI FOODMART INC.,7127 N RIDGE BLVD 1ST,60645
+7108,380756,39,464,Illinois Senior Services Inc.,6160 N CICERO AVE 4TH 405,60646
+7109,380774,16,769,REBECA BADAJOZ - AGUILAR,6224 S SACRAMENTO AVE,60629
+7110,380906,25,1012,"CHICAGO LAKEFRONT CRUISES LLC,800 S WELLS ST",M59,60607
+7111,380951,2,745,BODYWISE SKIN CARE & MASSAGE INC.,1121 N ASHLAND AVE 1,60622
+7112,380953,20,752,RJ'S CUSTODIAN SERVICES INC.,6330 S EBERHART AVE 2 2,60637
+7113,38105,42,NaN,V V A SYSTEMS,223 W JACKSON BLVD 8 800,60606
+7114,381086,12,712,TELOLOAPAN AUTO REPAIR INC.,2601-2603 W 23RD PL 1ST,60608
+7115,381108,31,904,LA MONTANA MULTI SERVICES,2918 N PULASKI RD,60641
+7116,38115,34,NaN,"BAILEY TAX & PUBLISHING SERV,10208 S ABERDEEN ST",1,60643
+7117,381159,42,855,AMERICAN PARKING SERVICE INC/ CATCH 35,35 W WACKER DR,60601
+7118,381255,32,601,LAKEWOOD DEVELOPMENT INC.,2846 N SOUTHPORT AVE 1ST 1,60657
+7119,3814,25,NaN,LA BONITA GROCERY,2300 S LEAVITT ST 1ST,60608
+7120,381444,42,774,EATALY,43 E OHIO ST 1 & 2,60611
+7121,38148,11,864,SOUTH WATER MARKET PRODUCE INC.,455 W 24TH ST 1 1,60616
+7122,381520,28,775,THE SKINNY PIGGY,1214 W TAYLOR ST 1ST,60607
+7123,38153,6,NaN,SHELL,8259 S STATE ST 1ST,60619
+7124,381604,1,702,PIVITAS,1740 N MAPLEWOOD AVE 4TH 421,60647
+7125,381655,42,619,"OCTOBER THREE MANAGEMENT SERVICES INC.,233 S WACKER DR",8350,60606
+7126,38166,23,NaN,SHOPPERS MERCHANDOSE MART,5220 S PULASKI RD,60632
+7127,381664,40,708,intlteks.com,2600 W PETERSON AVE 2 204/201,60659
+7128,38167,40,NaN,MARX ACE HARDWARE,5820 N CLARK ST # 1ST,60660
+7129,381724,11,702 | 722,Emerald Den Games INC.,836 W CULLERTON ST 1,60608
+7130,38174,18,NaN,"JOE'S UPHOLSTERY,8501 S PULASKI RD",1,60652
+7131,38178,28,624,WEST TOWN LIQUIDATORS INC,4150 W MADISON ST 1ST,60624
+7132,381844,14,735,LOS MANGOS NEVERIA Y FRUTERIA,5209 S KEDZIE AVE 1ST,60632
+7133,381875,26,819,ARISTOTLE LOGAN VARGO,1508 N CENTRAL PARK AVE,60651
+7134,381959,29,735,Subway Restaurant,5973 W MADISON ST FIRST 1,60644
+7135,38200,42,NaN,"THE TANNER GROUP INC,111 W JACKSON BLVD",1138,60604
+7136,382002,4,904,CRICKET,5048 S COTTAGE GROVE AVE 1ST,60615
+7137,382026,27,942,Tete Charcutrie,900 W RANDOLPH ST,60607
+7138,38211,31,NaN,RITE CHOICE MOTORS INC,2331 N CICERO AVE 1ST,60639
+7139,382140,28,646,Pacing Pups Petcare,2443 W HARRISON ST 1,60612
+7140,382152,2,781,THE QUEEN MARY,2125 W DIVISION ST 1,60622
+7141,382181,37,770,RANDY A HUNTER,1118 N HARDING AVE,60651
+7142,382311,29,638,APPLEBEE'S NEIGHBORHOOD GRILL & BAR,6656 W GRAND AVE 1,60707
+7143,38239,32,NaN,"PALOMINO SERVICE,2312 W NORTH AVE",C-1E,60647
+7144,382408,38,712,AUTOMOTIVE DISCOUNT SERVICES INC.,5738 W IRVING PARK RD 1 1,60634
+7145,38245,23,NaN,ZAPATERIA MICHORCAN,5220 S PULASKI RD # 116,60632
+7146,382530,41,912,GLOBAL CREDIT & COLLECTION CORPORATION,5440 N CUMBERLAND AVE 3RD 300,60656
+7147,38258,42,NaN,"GENUINE SOUND DSGN & MUSIC INC,343 W ERIE ST",450,60610
+7148,382620,6,752,CIW- Clean it Well cleaning service,7550 S EGGLESTON AVE 2,60620
+7149,38263,42,NaN,DYE'N' STYLE INC,307 W LAKE ST GROUND,60606
+7150,38272,12,NaN,MARY'S BEAUTY SHOP,2823 W CERMAK RD 1ST,60623
+7151,38274,42,708,"LEGAL DOCUMENT MANAGEMENT INC.,221 N LA SALLE ST",1906,60601
+7152,38278,34,NaN,CATO'S RESALE SHOP,9912 S VINCENNES AVE 1ST,60643
+7153,382799,2,855,OCTOPUS,1835 W NORTH AVE,60622
+7154,38283,30,NaN,AMERICAN PUBLIC ART INC,3654 N CICERO AVE,60641
+7155,38289,9,911,Y.O. TEK,11138 S MICHIGAN AVE 1ST,60628
+7156,382892,33,904,SIMPLY PREPAID,3105 W LAWRENCE AVE 1ST,60625
+7157,38299,37,NaN,YOLONDA'S HAIR IT IS,1102 N PULASKI RD 1ST,60651
+7158,38306,25,NaN,A & M DOLLAR PLUS INC,1709 W CERMAK RD 1ST,60608
+7159,3831,27,NaN,LYON & HEALY HARPS INC,168 N OGDEN AVE 1ST,60607
+7160,38318,4,904,OPTIMO HAT COMPANY INC.,51 W JACKSON BLVD,60604
+7161,383225,21,804,CYNTHIA'S GUMBO EXPRESS INC.,9725 S PRINCETON AVE,60628
+7162,383247,1,911,TARNISH,1725 W CHICAGO AVE 1ST,60622
+7163,38329,46,NaN,"MIDTOWN TRUE VALUE INC,3473 N BROADWAY",1,60657
+7164,38348,48,NaN,"KENNETH SCRIPP,918 W WINONA ST",106,60640
+7165,38351,42,NaN,"GLORIOUS HAIR,5 S WABASH AVE",1216,60603
+7166,3836,31,NaN,BELMONT&KOSTNER INC,4357 W BELMONT AVE,60641
+7167,38360,30,NaN,"POL-MED COMPANY,6144 W BELMONT AVE",1,60634
+7168,38362,42,NaN,"GOODMAN WILLIAMS GROUP,325 W HURON ST",306,60654
+7169,383688,42,757,3RD GROUP LLC,321 N CLARK ST 5TH 500,60654
+7170,383691,42,904,Spring Mobile,5 S LA SALLE ST 1 5,60603
+7171,383727,45,828,"DOUBLE MINDED,3959 W IRVING PARK RD",1,60618
+7172,38380,25,NaN,"NGFY Properties LLC,1000 W MONROE ST",3 W,60607
+7173,383915,4,724,KAAZ CHAFING DISH RENTAL,730 S CLARK ST 3 311,60605
+7174,383978,37,781,EMMA'S BREAKFAST AND LUNCH,5419 W NORTH AVE,60639
+7175,384149,19,911,THE SHOP 147,2321 W 95TH ST 1,60643
+7176,384156,40,730,Indie Grant Productions LLC,5009 N CALIFORNIA AVE 1,60625
+7177,38417,2,NaN,"GATEWAY NEWSTANDS & CIGAR STOR,875 N MICHIGAN AVE",CONCO,60611
+7178,38419,24,864,MCMAHON FOOD CORPORATION,2110 S MARSHALL BLVD,60623
+7179,384217,20,904 | 900,SUNRISE F. A.,4830 S ASHLAND AVE 1ST,60609
+7180,384253,30,776,7-ELEVEN #36106A,3005 N PULASKI RD 1,60641
+7181,384261,18,708,TRAVELERS REST FUNERAL SERVICES INC.,7901 S KOMENSKY AVE,60652
+7182,38427,11,NaN,K. C. ELECTRONICS INC,2814 S WENTWORTH AVE,60616
+7183,38428,22,NaN,"K-TOWN,CLEANERS",4245 W CERMAK RD 1ST,60623
+7184,3843,50,638,GULLIVER'S INC,2727 W HOWARD ST 1ST,60645
+7185,384310,11,602 | 703,MIIVEN ENTERPRISE,3552 S HALSTED ST 1ST 2B,60609
+7186,384352,47,735,"BEGYLE BREWING,1800 W CUYLER AVE",1E,60613
+7187,384372,9,923,TOP GOLD,11202 S MICHIGAN AVE 1,60628
+7188,3844,27,NaN,"IVAN CARLSON & ASSOCIATES,2224 W FULTON ST",1,60612
+7189,384505,45,892,CHICAGO FRINGE FESTIVAL,4766 N MILWAUKEE AVE 1ST,60630
+7190,384578,46,896 | 895 | 745,MAGIC 88 SPA,935 W IRVING PARK RD 1ST,60613
+7191,384592,5,653 | 853,LUMINA PYROTECHNICS LLC,1525 E 53RD ST 1,60615
+7192,384685,7,911,DRESS CODE,1735 E 95TH ST 1ST,60617
+7193,384693,1,775,WINDY CITY HAND CAR WASH-NORTH AVE.,2524 W NORTH AVE,60647
+7194,384699,34,735,Chicago Pit Stop BBQ,9709 S HALSTED ST GROUND,60628
+7195,384705,50,735,SAIGON BISTRO RESTAURANT INC.,6242-6244 N CALIFORNIA AVE 1ST,60659
+7196,384712,5,775,53RD STREET MINI MART,1379 E 53RD ST 1ST,60615
+7197,384726,22,769,SANTA A. NAJERA GALAN,2322 S MILLARD AVE,60623
+7198,384772,27,776,DIVISION GROCERY INC.,3805 W DIVISION ST,60651
+7199,3848,27,775,MACKS RED HOTS,3750 W CHICAGO AVE,60651
+7200,384805,30,776,LACABANA,5958 W WRIGHTWOOD AVE,60639
+7201,384813,25,904,Bienestar Pharmacy,966 W 21ST ST 1ST FL 104,60608
+7202,384930,10,894,Mannys Southside cuts,10610 S EWING AVE 1ST,60617
+7203,384950,40,774,GOOSEFOOT FOOD & WINE,2654 W LAWRENCE AVE 1ST,60625
+7204,384966,42,708,THE JEWELRY SERVICE CENTER,5 S WABASH AVE 8TH 800A,60603
+7205,384984,42,602,CMK COMPANIES LTD.,225 W OHIO ST 6TH,60654
+7206,385017,6,767,SECOND ENTRELUD,501 E 79TH ST 1ST,60619
+7207,385024,7,904,BOOST 95 OF JEFFERY,2024 E 95TH ST 1 1,60617
+7208,385031,36,793,NEW STAR MOTORS,2145 - 2149 N CICERO AVE 1ST,60639
+7209,385037,12,776,BETHLEHEM FOOD MARKET INC.,3009 W CERMAK RD 1ST,60623
+7210,385091,42,630,GUCKENHEIMER @ CNA,333 S WABASH AVE 2,60604
+7211,385151,30,735,global taste corp,5344 W FULLERTON AVE 1 ST,60639
+7212,385200,42,863,A Splendid Occasion,8 W MONROE ST 7 705,60603
+7213,385222,8,631,CREATIVE DESIGN,9244 S STONY ISLAND AVE 1ST B,60617
+7214,385240,13,769,ROBERTO NOYOLA,7205 S AVERS AVE,60629
+7215,385256,46,769,SHARON J ABBOTT,4838 N SHERIDAN RD,60640
+7216,38540,42,NaN,"CLUNE CONSTRUCTION CO. L.P.,10 S LA SALLE ST",STE.,60603
+7217,385427,2,895,"CATCH - 22 NAIL SALON,22 E ELM ST",1E,60611
+7218,385428,40,865,FRIENDS WHOLE SALE INC.,5700 N WESTERN AVE 1ST,60659
+7219,385439,8,805,JIVE TURKEY DIP,1133 E 83RD ST 1 122,60619
+7220,385445,27,700,LOPEZ BROS IRONWORKS INC.,236 N WESTERN AVE,60612
+7221,385487,47,670 | 767 | 661 | 904,Creative Motion Chicago,1922 W MONTROSE AVE 1,60613
+7222,385556,29,905 | 821,SMART START DEVELOPMENT CENTER 2 LLC,5649 W CHICAGO AVE 1ST A,60651
+7223,385606,14,779 | 712,GOLDEN AZTLAN INC.,3018 W 59TH ST 1ST,60629
+7224,3857,15,829,SUPERMERCADO EL GUERO # 1,1701 W 47TH ST 1ST,60609
+7225,385726,35,904,VALERY'S RESALE,4250 W ARMITAGE AVE 1ST,60639
+7226,385729,39,735,KABAB GRILL INC.,3222 W BRYN MAWR AVE 1ST,60659
+7227,385754,33,722,FASHION ROULETTE INC.,3743 N FRANCISCO AVE 1 1,60618
+7228,385755,14,894 | 896 | 895,MAYYE' ELYS BEAUTY SALON,4822 S PULASKI RD 1ST,60632
+7229,385867,42,898,TBRICKS INC.,320 W OHIO ST 3RD.FL.W,60654
+7230,386,5,775,ORLY'S/THE BIG EASY,1660 E 55TH ST 1ST,60615
+7231,3860,48,638,EDGEWATER BEACH CAFE,5539-5545 N SHERIDAN RD,60640
+7232,386002,25,775 | 767 | 766 | 640,Supermarket La Familia,2300 W 23RD ST 1ST 1ST,60608
+7233,386028,10,708,Rowan Park Ice Rink,11546 S AVENUE L,60617
+7234,38605,43,NaN,HI-FI RECORDS,2570 N CLARK ST 1ST,60614
+7235,386082,42,897,Nanhua USA LLC,10 S WACKER DR 33 3340,60606
+7236,3861,23,638,DALLAS RESTAURANT,7050 W 63RD ST,60638
+7237,386157,7,769,SANDRA HERNANDEZ,7733 S SOUTH SHORE DR 2ND 211,60649
+7238,38616,32,829,"MICKEY'S PLACE,2345 N LEAVITT ST",1,60647
+7239,386270,1,744,EMPORIUM LOGAN SQUARE,2363-2365 N MILWAUKEE AVE,60647
+7240,386292,42,601,BUCK DEVELOPMENT 200 LLC,225 W WASHINGTON ST 23RD 2300,60606
+7241,3863,46,NaN,LAKEVIEW FOOD & LIQUOR,4612 N BROADWAY,60640
+7242,386332,32,619 | 602,Ekonomisk Mgmt LLC,3147 W LOGAN BLVD 2 7,60647
+7243,386361,42,781,DUNKIN DONUTS & BASKIN ROBBINS,200 E RANDOLPH ST LL16,60606
+7244,386375,25,638,THALIA HALL,1807 S ALLPORT ST 2-3,60608
+7245,38640,26,NaN,CASA GUAYAQUIL,4042 W NORTH AVE 1ST,60639
+7246,38644,39,NaN,E & T DISCOUNT MUFFLER,4801 W FOSTER AVE 1ST,60630
+7247,386485,26,911,MITCH ENTERPRISES INC.,910 N WESTERN AVE 1 1,60622
+7248,386496,47,904,VAPOR 4 LIFE INC.,2307 W LAWRENCE AVE 1 B,60625
+7249,3865,16,775,HAROLD'S CHICKEN SHACK,2521 W 63RD ST,60629
+7250,38652,20,NaN,COUNTERTOP EXPRESS,1237 W 47TH ST,60609
+7251,386547,43,735,SAIMAI THAI,338 W ARMITAGE AVE,60614
+7252,386617,35,735,LOS DOS LEONES,2943 N MILWAUKEE AVE,60618
+7253,386635,36,767,JALISCO Y MICHOACAN,5949 W FULLERTON AVE 1ST,60639
+7254,386661,27,638,SOHO HOUSE CHICAGO,113-125 N GREEN ST BSMT - 6TH,60607
+7255,386692,27,904 | 896 | 895 | 894 | 144,Soho Atelier,2950 W CHICAGO AVE 3 312,60622
+7256,38672,47,NaN,"SHEPP CONTRACTORS,1934 W GRACE ST",1,60613
+7257,386767,3,735,BIG BABA'S STEAK & LEMONADE INC.,328 E PERSHING RD 1ST,60653
+7258,386779,36,652,ONCALLERS,6240 W BELMONT AVE 1,60634
+7259,386793,37,782,P&P AMERICAN & CHINESE FOOD,5409 W NORTH AVE,60639
+7260,386804,41,896 | 745,"TERMINAL GETAWAY SPA,11601 W TOUHY AVE",TIB-TIB.U.,60666
+7261,386828,27,638,MAS,800 W WASHINGTON BLVD,60607
+7262,386890,14,925,A TOWN PACKAGING INC.,3355 W 48TH PL,60632
+7263,386897,6,692,COLLIN'S LAUNDROMAT,422-24 E 71ST ST 1ST,60619
+7264,3869,40,NaN,WM. THYBONY CO.,5440 N CLARK ST,60640
+7265,38690,43,648,MASTERS CLEANERS,1814 N HALSTED ST,60614
+7266,38698,33,NaN,"BOEHM PLUMBING,4019 N MOZART ST",1,60618
+7267,387025,6,197,TAXES DONE RIGHT LLC,451 E 79TH ST 1ST,60619
+7268,387030,7,197,ITS MAJOR,1735-1737 E 71ST ST 1ST,60649
+7269,387099,18,767 | 904 | 776,FORD CITY NEWS STAND,7601 S CICERO AVE 1 1340,60652
+7270,387116,30,730,Christy Tyler Photography,3323 N KILPATRICK AVE,60641
+7271,387139,16,735,RED FISH CHICKEN & GRILL,1137 W 63RD ST 1ST,60621
+7272,38720,5,NaN,"SHAWKI HAIR DESIGN,1709 E 55TH ST",1,60615
+7273,387221,29,673 | 602,CONTINENTAL DESIGN & REMODELING LTD,5815 W NORTH AVE 1ST,60639
+7274,38725,43,NaN,TABULA TUA,1015 W ARMITAGE AVE AST,60614
+7275,38726,11,NaN,"F & V ENTERPRISES,4015 S ASHLAND AVE",1,60609
+7276,387282,8,619 | 602,CBA SMALL BUSINESS DEVELOPMENT INC,800 E 78TH ST 1ST,60619
+7277,387343,21,735,MCDONALD'S 26371,36 W 95TH ST 1ST,60628
+7278,387347,38,904 | 775 | 640,CHICAGOLAND DELI INTERNATIONAL INC,3956 N NARRAGANSETT AVE 1ST A,60634
+7279,387357,47,911 | 899,HALF PINT SHOP,3756 N ASHLAND AVE 1ST,60613
+7280,387360,25,895,ELLE NAILS SPA 1 LTD.,912 W MADISON ST,60607
+7281,387402,4,708,Bluegreen Resorts Management Inc,500 S DEARBORN ST 1,60605
+7282,387416,42,735,THRIVE 360 EATERY,37 S LA SALLE ST 1ST,60603
+7283,387548,33,805,"LIL BIT KIT,3250 W BELLE PLAINE AVE",1,60618
+7284,387555,20,792,AGA AUTO,6821 S SOUTH CHICAGO AVE 1ST,60637
+7285,38770,42,NaN,"RHONDA L.,RISTICH,200 W OHIO ST",1,60610
+7286,387707,47,804,PIEROGI WAGON,4034 N ASHLAND AVE,60613
+7287,387745,35,735,FAST BURRITO,3414 W IRVING PARK RD 1ST,60618
+7288,387754,31,735,RESTAURANTE SALVADORENO OLOCUILTA INC.,3040 N LARAMIE AVE 1ST,60641
+7289,387794,44,735,BIG & LITTLE'S RESTAURANT,1034 W BELMONT AVE 1ST,60657
+7290,387915,42,638,THE LOEWS CHICAGO,455 N PARK DR 1-52,60611
+7291,387971,7,735,LITTLE BABABS PHILLY STEAK,2660 E 79TH ST 1ST UNITE A1,60649
+7292,387985,27,602,BDB JR. LLC,939 W NORTH AVE 7 750,60642
+7293,388,44,763,MI TIERRA,1039 W BELMONT AVE 1ST #,60657
+7294,388026,44,904,EGOR'S DUNGEON,900 W BELMONT AVE,60657
+7295,388087,9,674,GOD LIKE CONSTRUCTION INC.,12612 S MICHIGAN AVE,60628
+7296,388121,10,692 | 693,COIN LAUNDRY,10755 S EWING AVE 1ST,60617
+7297,38816,26,NaN,"CHICAGO SERVICE,1621 N LAWNDALE AVE",1ST,60647
+7298,388193,42,602 | 708 | 619,Merritt Research Services,111 W MONROE ST 14TH,60603
+7299,388210,3,724,FOCUS HOOD CLEANING LLC,1900 S FEDERAL ST 1ST D,60616
+7300,38822,40,NaN,RUFINO PAINTING,5914 N ARTESIAN AVE,60659
+7301,388290,22,904 | 144,LUNA'S HAIR SALON AND BARBER SHOP,2801 S DRAKE AVE 1ST,60623
+7302,38836,33,NaN,AL MUHASEB INC,4609 N KEDZIE AVE,60625
+7303,388376,42,708,fielday Marketing,400 W ERIE ST 2ND 205,60654
+7304,38839,2,NaN,RE CASABLANCA,836 N DAMEN AVE,60622
+7305,388390,44,599,Levin Accounting and Tax Services Inc.,3440 N LAKE SHORE DR 3RD 3G,60657
+7306,388470,25,779 | 713,DON-AARON TIRE SHOP,1030 W 21ST ST 1ST,60608
+7307,388508,32,724 | 665,Apryl M C Jackson,2056 N OAKLEY AVE 2,60647
+7308,38858,33,NaN,PHILIPPINE EXPRESS TRAVEL,2914 W IRVING PARK RD,60618
+7309,388648,35,922,MC CUMUNICATION INC.,2718 N MILWAUKEE AVE 1ST,60647
+7310,388667,42,814,Auntie Vee's,233 S WACKER DR,60606
+7311,3887,13,775,LAWN MAGIC LOUNGE,6752 S PULASKI RD 1ST,60629
+7312,388700,22,476,RED WEDDINGS PRODUCTIONS INC,3753 W 26TH ST 1 FLOOR,60623
+7313,388711,46,904,"INTEGRAL WELLNESS,4753 N BROADWAY",8 810,60640
+7314,388747,25,197 | 659,RV SERVICES,1916 W CERMAK RD 1ST,60608
+7315,38880,43,NaN,KARYN'S FRESH CORNER,1901 N HALSTED ST,60614
+7316,388880,4,638,BBQ SUPPLY CO.,1301 E 53RD ST 1,60615
+7317,388903,12,904,Rafael Murillo,4100 S ASHLAND AVE 0,60609
+7318,389,1,638,HACIENDA TECALITLAN,820 N ASHLAND AVE 1ST & 2ND,60622
+7319,389010,24,752,Tabia's Cleaning & Trash Out Services,1230 S KEDVALE AVE HSE,60623
+7320,389024,47,896 | 895,RUBY NAILS,4017 N LINCOLN AVE,60618
+7321,389032,45,769,MICHELE RENEE MASON,4643 N LARAMIE AVE,60630
+7322,389062,37,711,"ALPHA AUTO CENTER INC.,1334 N KOSTNER AVE",I,60651
+7323,3891,2,725,"MID-CITY PARKING,734 N CLARK ST",GROUN,60610
+7324,389267,25,781,DUNKIN DONUTS,1659 W 18TH ST 1ST,60608
+7325,389469,44,730,FAMILY LINE VIDEO LLC,340 W DIVERSEY PKWY 21ST 2119,60657
+7326,389505,42,735,Porkchop,29 E ADAMS ST 1,60603
+7327,389544,42,717,Buck's Four Star Grill,301 S COLUMBUS DR,60604
+7328,389689,14,774,SUPERMERCADO LA GLORIA #4,5044-5054 S ARCHER AVE,60632
+7329,389775,3,942,Anita's Gumbo,5100 S DR MARTIN LUTHER KING JR DR,60615
+7330,38982,5,NaN,STAMP LAYS EXECUTIVE SALON,1371 E 53RD ST 1ST,60615
+7331,389840,37,816 | 673,G. V. WELDING INC.,4849 W GRAND AVE,60639
+7332,389877,44,735,ZAM ZAM MIDDLE EASTERN GRILL,3461 N CLARK ST 1,60657
+7333,389903,14,793,ULTIMO PRECIO,4517-27 S ARCHER AVE 1ST,60632
+7334,389907,49,774,GO! GROCER LOYOLA,6435 N SHERIDAN RD 1,60626
+7335,390045,42,776,GATEWAY NEWSTAND,190 S LA SALLE ST 1ST LOBBY,60603
+7336,390086,45,929 | 700 | 904,Blackhawk Industrial Distribution Inc.,5480 N ELSTON AVE ONE 1,60630
+7337,3901,42,638,COCINA BARRO,73 E LAKE ST 1ST,60601
+7338,390139,48,767 | 775,QUICK STOP,5000 N SHERIDAN RD GROUND,60640
+7339,390148,8,769,TRACY BRIGHAM,642 E 91ST ST,60619
+7340,390184,38,666,SHELL,5949 - 5959 W MONTROSE AVE,60634
+7341,390232,3,895,ROCK'N NAILS,2000 S MICHIGAN AVE 1ST,60616
+7342,390321,27,735,"CEMITAS PUEBLA,817 W FULTON MARKET",1ST FLOOR,60607
+7343,390382,27,735,BAR TAKITO,952 W LAKE ST 1,60607
+7344,390402,23,844,ACTIVO,6018 - 6020 S PULASKI RD 1ST,60629
+7345,39064,45,NaN,SONG'S KUNG FU ACADEMY,4800 N MILWAUKEE AVE 1ST,60630
+7346,390665,35,769,ARACELY JAIMEZ-ZARAGOZA,2130 N TRIPP AVE 1,60639
+7347,390678,1,735,LEGHORN CHICKEN,959 N WESTERN AVE 1,60622
+7348,390716,18,819,ELIJAH SHAQUIL GIVENS,2611 W 82ND PL 1,60652
+7349,39084,39,673,FABIAN & SON,4338 W LAWRENCE AVE 1ST,60630
+7350,39090,7,NaN,"ABLE SEWERAGE CO,3024 E 79TH ST",1,60649
+7351,390929,24,767 | 775 | 736,15TH STREET FOOD MART,1457 S KOSTNER AVE 1ST,60623
+7352,390968,44,774,STELLAR WINE COMPANY,820 W BELMONT AVE,60657
+7353,390981,37,894,The Queen Mek Collection,5365 W NORTH AVE 1ST,60639
+7354,390992,42,796,COLD STONE CREAMERY #20658,20 W OHIO ST,60654
+7355,3910,35,855,ADMIRAL THEATRE,3940 W LAWRENCE AVE 1ST,60625
+7356,391013,42,708,MENASHA PACKAGING COMPANY LLC,350 N CLARK ST 3RD 300,60654
+7357,391036,3,905,BEST BRAINS,1319 S STATE ST 2ND C-1,60605
+7358,391052,44,784,BAR COCINA,2901 N SHEFFIELD AVE 1,60657
+7359,391079,42,814,Piko Street Kitchen,50 W WASHINGTON ST,60602
+7360,39113,40,NaN,COLLIER LOCK SERVICE INC,6142 N CLARK ST,60660
+7361,391206,42,602,Appraisal Institute,200 W MADISON ST 15 1500,60606
+7362,391226,1,848 | 661,Duet Dance Studio,2515 W NORTH AVE 1,60647
+7363,391261,46,630,M&M RESTAURANT GROUP,1463-1465 W LELAND AVE 1,60640
+7364,391430,48,775 | 767,ARGYLE GROCERY INC.,1131 W ARGYLE ST 1ST,60640
+7365,391477,36,769,"LARRY LAMAR HARGES,2026 N KOSTNER AVE",1E,60639
+7366,391561,27,708,Camera Department Inc.,2010 W FULTON ST 2ND F280A,60612
+7367,391632,28,767,CARTER'S CANDIE,133 S PULASKI RD 1ST,60624
+7368,391665,31,767 | 776,VIP SMOKE HOUSE,5126 W BELMONT AVE 1ST,60641
+7369,39168,45,NaN,"RAMONA'S BEAUTY SHOP,3654 N PULASKI RD",1ST,60641
+7370,391683,17,666,FALCON FUEL,7900-7910 S LAFAYETTE AVE,60620
+7371,391746,35,634,SERGIO'S LANDSCAPING,3812 W MONTROSE AVE 1ST,60618
+7372,391785,25,735,DOLO GARDEN RESTAURANT & BAR,2222-2224 S ARCHER AVE,60616
+7373,391803,45,904,MAXIMUM DISTRACTIONS,4405 N MILWAUKEE AVE 1ST,60630
+7374,391892,42,776 | 767,AMIN ARK INC,216 W JACKSON BLVD GROUND,60606
+7375,391895,40,904 | 776,BIG LOU'S TOBACCO SHOP,2617 W LAWRENCE AVE 1,60625
+7376,3919,2,NaN,NORTOWN AUTO SERVICE REPAIR,1400 W NORTH AVE 1ST,60622
+7377,391930,4,896 | 895,PURE RAIN NAIL AND SPA,437 S DEARBORN ST 1,60605
+7378,392032,14,642,FANTIS IMPORTS INC.,4100 W 40TH ST,60632
+7379,392095,11,786,PAUL'S CATERING,2637 S THROOP ST,60608
+7380,392125,25,708 | 668 | 602,CAPS57,329 W 18TH ST 6TH FLOOR 616,60616
+7381,392143,4,719,SAME AS LEGAL NAME,5135 S KENWOOD AVE 5TH 504,60615
+7382,39215,30,690,VEGAS LANDSCAPING,5533 W DRUMMOND PL 1,60639
+7383,392175,42,781,Goodwin's,333 W WACKER DR 1,60606
+7384,392261,26,766 | 781,"EDDIE""S SANDWICHES",2721 W DIVISION ST STORE FRONT,60622
+7385,39239,7,NaN,SOUTH SHORE ANIMAL CLINIC,2320 E 79TH ST 1ST,60649
+7386,3925,29,NaN,A FISCHER TOOL & MACHINE WORKS,5617 W GRAND AVE,60639
+7387,392519,43,895,P S NAILS,2556 1/2 N CLARK ST 1ST,60614
+7388,392520,47,735,KEREN KITCHEN INC.,1513 W IRVING PARK RD 1ST,60613
+7389,392551,26,727 | 922,CRICKET WIRELESS LLC,3337 W NORTH AVE,60647
+7390,392605,14,922,metroPCS Authorized Dealer,5111 S KEDZIE AVE GROUND,60632
+7391,392625,44,804,WOLFORTH'S,3643 N MAGNOLIA AVE,60613
+7392,392663,50,727 | 922,BASIL WIRELESS INCORPORATED,7450 N WESTERN AVE 1ST,60645
+7393,392768,38,737,"WAYNE HOLGER HANSON,3818 N NORDICA AVE",1,60634
+7394,392785,16,772 | 727,metropcs,6247 S ASHLAND AVE 1,60636
+7395,39284,47,NaN,GALAXY COMIC ZONE,3804 N WESTERN AVE 1ST,60618
+7396,392848,33,736,BLANZ PANTRY,4632 N KEDZIE AVE 1,60625
+7397,392878,27,904 | 622,ProCENTER CAMERA,1000 N NORTH BRANCH ST 1ST F,60642
+7398,39290,11,NaN,VAL-A CHICAGO INC,700 W ROOT ST 1ST,60609
+7399,392919,48,638,PORK SHOPPE,5721-5723 N CLARK ST 1,60660
+7400,392992,38,689,JESUS G. ZAMARRIPA,6455 W BELLE PLAINE AVE,60634
+7401,393,43,784,MON AMI GABI,2300 N LINCOLN PARK WEST,60614
+7402,393022,27,904,HALLOWEEN EXPRESS,1574 N KINGSBURY ST,60642
+7403,393035,32,904,RoscoeBooks,2142 W ROSCOE ST 1,60618
+7404,393061,10,735,NUEVO CHAPALA RESTAURANT,3537 E 106TH ST MAIN,60617
+7405,3931,16,778 | 712,MARQUETTE FRAME & WHEEL INC,2348 W 59TH ST,60636
+7406,393116,40,602,Fuelfed,5225 N RAVENSWOOD AVE 2ND 201,60640
+7407,39314,1,NaN,REINO NATURAL & THE ART ZONE,945 N ASHLAND AVE,60622
+7408,39317,48,NaN,"HSU FUN YUEN TAI CHI ACADEMY,6016 N BROADWAY",1ST,60660
+7409,39318,39,NaN,LAWANDOS'S AUTO SVC,5200 N KIMBALL AVE 1ST,60625
+7410,39320,42,NaN,"DIGITAL STAFFING,208 S LA SALLE ST",1688,60604
+7411,393220,44,735,TOM YUM RICE & NOODLE INC.,608 W BARRY AVE 1,60657
+7412,393266,25,820 | 825 | 823,SONNETS ACADEMY - WEST LOOP,229 S PEORIA ST 1ST,60607
+7413,3933,1,775,ODGES,730 N DAMEN AVE,60622
+7414,393433,39,898,B.T.S. INC.,4001 W DEVON AVE 5TH 500,60646
+7415,393453,28,782,WEST SIDE GYROS,754 S WESTERN AVE 1ST,60612
+7416,393466,48,892,"PETERSON GARDEN PROJECT INC. NFP,5917 N BROADWAY",2,60660
+7417,393495,25,747 | 897,dough Inc.,19 N SANGAMON ST 2,60607
+7418,393595,50,900,Mattress Firm,6170 N LINCOLN AVE FIRST,60659
+7419,393657,43,735,MILLIE'S SUPPER CLUB,2438 N LINCOLN AVE 1ST,60614
+7420,39367,42,924,"FOSTER DIAMOND CO,5 S WABASH AVE",705,60603
+7421,393711,12,631,PABLO'S ALTERATION,4100 S ASHLAND AVE 1ST,60609
+7422,393716,30,898 | 602,KAMALTECH INCORPORATED,4100 W BELMONT AVE 1ST,60641
+7423,393752,42,708,Opinion Lab Inc.,549 W RANDOLPH ST 4TH FLOOR 401,60661
+7424,393780,27,602 | 708,NOTRE,1550 W CARROLL AVE 1ST 106,60607
+7425,393853,29,711,"A&S AUTO BODY LLC,1900 N AUSTIN AVE",9EE,60639
+7426,393891,10,712,ORTEGA COMPLETE AUTO REPAIR INC,10657 S BUFFALO AVE 1,60617
+7427,394000,42,735,SHAKE SHACK,12 S MICHIGAN AVE,60603
+7428,394020,31,922,MetroPCS,4300 W FULLERTON AVE,60639
+7429,394046,12,922,"Sprint,3924 S ARCHER AVE",H,60632
+7430,394142,27,708,AnswersMedia,30 N RACINE AVE 3 300,60607
+7431,394144,47,708,CHICAGO'S COOKING,2245 W IRVING PARK RD 3,60618
+7432,394167,10,692,South Chicago Coin Laundry,9108 S COMMERCIAL AVE 1,60617
+7433,394213,42,654,"GEORGE ANTHONY GUARINO,181 W MADISON ST",3815,60602
+7434,394220,19,719,Southside Irish St. Patrick's Day Parade & Her...,2609 W 110TH ST 1,60655
+7435,394310,25,904 | 911,PILSEN OUTPOST,1958 W 21ST ST 1,60608
+7436,394350,47,927,YOGABREAK LLC,4845 N DAMEN AVE 1,60625
+7437,394432,32,820,THE GARDNER SCHOOL LINCOLN PARK,2850 N LINCOLN AVE 1ST & 2ND,60657
+7438,394434,46,719,"CORAGE COACHING,4350 N BROADWAY",3RD 311,60613
+7439,394456,5,922,WIRELESS CITY PLUS,7104 S JEFFERY BLVD 1 ST,60649
+7440,39447,39,NaN,"NEW CONCEPT RENOVATORS,4312 N KEDVALE AVE",1,60641
+7441,394526,27,735,OVATION CHICAGO,2324 W FULTON ST 1ST & MEZZ B,60612
+7442,394547,43,601,Webster Square Condominiums LLC,2001 N HALSTED ST 3 302,60614
+7443,39459,24,NaN,C P GRINDING CO,4653 W HARRISON ST 1ST,60644
+7444,39463,43,904,BELMONT FLOWER MARKET,2532 N CLARK ST 1ST,60614
+7445,39464,44,775,BAR LOUIE WRIGLEYVILLE,3545 N CLARK ST # 1,60657
+7446,394685,25,781,YUN DING,2002 S WENTWORTH AVE 1ST 12,60616
+7447,394692,14,602,Block N Tackle Foods,2845 W 48TH PL 1,60632
+7448,394714,21,775,FALCON FUEL,8247-8259 S HALSTED ST 1ST,60620
+7449,394787,42,904 | 709,Flute Asylum,5 S WABASH AVE 8 802A,60603
+7450,394789,26,736 | 767 | 640,FIORE'S DELICATESSEN,2258 W ERIE ST 1,60612
+7451,394813,27,940,LYFT,1020 N ELSTON AVE 2,60642
+7452,394822,25,784,LO REZ BREWING,2101 S CARPENTER ST 1,60608
+7453,394844,32,735,MAMA MECHE RESTAURANT,2500 N ASHLAND AVE,60614
+7454,394848,7,781,MAJANI FOOD EMPORIUM,7167 S EXCHANGE AVE 1ST,60649
+7455,394857,32,602,MCZ,1652 N BOSWORTH AVE 1ST SUITE C-1,60642
+7456,394876,2,687 | 637,AUSTAUSCH LLC,925 N WOLCOTT AVE 2 201,60622
+7457,394921,39,756 | 634 | 813,R. Montoya Inc.,4403 N KEOKUK AVE FIRST,60630
+7458,394939,35,922,METRO PCS,3855 W FULLERTON AVE 1ST,60647
+7459,394955,42,709,POPLASH STUDIO,100 E WALTON ST 1ST 106,60611
+7460,394968,12,735,BURGER KING #244,3728 S ARCHER AVE,60632
+7461,394970,27,735,YARD HOUSE,1500 N CLYBOURN AVE 1 C101,60610
+7462,3950,42,638,MERCHANT MARKET,350 N ORLEANS ST 15TH,60654
+7463,395067,42,776,7-ELEVEN #37152 A,30 E JACKSON BLVD,60604
+7464,395105,6,724,"WJ TRANSPORTATION,7003 S NORMAL BLVD",3,60621
+7465,395110,49,782,Insomnia Cookies,6470 N SHERIDAN RD 1,60626
+7466,395124,37,894,Marcus Wilbourn,5447 W CHICAGO AVE 1,60651
+7467,3952,2,743,CLARIDGE HOTEL,1244 N DEARBORN ST 2ND,60610
+7468,395201,25,894,ROCKIT BARBER SHOP,1650 W 18TH ST,60608
+7469,395285,36,599,VNUNEZ TAX SERVICE Y RENTAS,4443 W ARMITAGE AVE,60639
+7470,395302,27,735,EARLS KITCHEN + BAR,1538 N CLYBOURN AVE 1 A108,60610
+7471,39533,39,NaN,WHOLESALES,6001 N KEYSTONE AVE,60646
+7472,395343,50,803,Lickity Split Frozen Custard & Sweets,7000 N WESTERN AVE FIRST,60645
+7473,39538,27,NaN,DAVID TRIBUZIO,1436 N NORTH PARK AVE # HOME,60610
+7474,395414,50,911,BOX SHOES,3105 W DEVON AVE 1ST,60659
+7475,395464,18,894,Brother's Barber Shop,2445 W 71ST ST 1,60629
+7476,39547,45,NaN,UHLER DENTAL SUPPLY INC,5749 W LAWRENCE AVE 1ST,60630
+7477,395477,31,619,LaborPool Advanced Skills Division,4930 W FULLERTON AVE STORE FRONT,60639
+7478,395523,50,781 | 735,"DIVINE,GARDEN",2437 W DEVON AVE 1ST FLOOR,60659
+7479,395585,44,904,BOOKS FOR YOGA,1111 W BELMONT AVE 1ST,60657
+7480,3956,48,NaN,WINCREST NURSING CENTER,6326 N WINTHROP AVE,60660
+7481,395663,25,922,CRICKET (AN AUTHORIZED DEALER),1725 S ASHLAND AVE 1,60608
+7482,395824,25,900,BERNA APPLIANCES,1835 W CERMAK RD 1ST FLOOR,60608
+7483,395883,3,774,BADERBRAU BREWING COMPANY,2513-2517 S WABASH AVE 1ST & 2ND,60616
+7484,395885,1,735,TACO BELL,1439 N MILWAUKEE AVE,60622
+7485,395890,23,904,D&M AUTOPARTS,3512 - 3516 W 63RD ST 1ST,60629
+7486,395980,14,758,FERNANDO'S CHIMNEY,4645 S ST LOUIS AVE,60632
+7487,396046,12,904 | 911,Baptist Church of Douglass Park,3352 W 25TH ST 1,60623
+7488,396051,2,781,Topper's Pizza,1658 N MILWAUKEE AVE 1 D,60647
+7489,396079,27,855,V-PROFESSIONAL PARKING INC.,1330 W MADISON ST,60607
+7490,3961,14,NaN,U-HAUL MIDWAY MOVING/STORAGE CENTER,4705 W 47TH ST,60632
+7491,39623,42,NaN,"H B F,222 W MERCHANDISE MART PLZ",387,60654
+7492,396333,42,855,5 STARS VALET PARTING INC/ DEVON SEAFOOD GRILL,39 E CHICAGO AVE,60611
+7493,396364,42,708,Veredus Corporation,200 N LA SALLE ST 23 2370,60601
+7494,39639,30,NaN,"PANOS SERVICE CENTER,4744 W BELMONT AVE",1ST,60641
+7495,396415,42,638,JACKSON TAVERN,216 W JACKSON BLVD 1,60606
+7496,396441,42,781,CHICAGO ATHLETIC ASSOCIATION,12 S MICHIGAN AVE 1-19,60603
+7497,396482,9,937,BP GAS STATION,8701 - 8709 S STATE ST,60619
+7498,39656,42,NaN,ANG TOBACCO PLACE,315 W ERIE ST 1ST,60610
+7499,39658,48,NaN,TOY'S AND TREASURES INC,5311 N CLARK ST,60640
+7500,396634,25,711,Caliber Collision Centers,316-318 S MORGAN ST 1,60607
+7501,396640,43,894,ESSENCE VIP,2551 N CLARK ST 1ST FLOOR,60614
+7502,396654,36,602 | 673,WAWEL P.A. INC.,4940 W GRAND AVE,60639
+7503,39667,6,NaN,FRANK GIBSON,7050 S DR MARTIN LUTHER KING JR DR,60637
+7504,396687,18,735,CARRIBEAN JERK PALACE,3792 W 79TH ST 1,60652
+7505,396763,39,769,MICHAEL J. AFRICA,4859 N TRIPP AVE,60630
+7506,396862,39,690,PRADEL GARDEN DESIGNS LLC,4239 N AVERS AVE 1ST,60618
+7507,396875,29,782,JET'S PIZZA,1805 N HARLEM AVE 1ST E,60707
+7508,396907,4,784,SOCIALE AND CAFE PRESS,800 S CLARK ST 1ST,60605
+7509,396908,16,894,63RD NAILS,6237 S HALSTED PKWY 1ST,NaN
+7510,396929,12,911,VALENTINA RAMIREZ-RODIGUEZ,3101 W 26TH ST 1 516,60623
+7511,396979,39,659,ACKERMANS ACCOUNTING SERVICES,4343 N PULASKI RD 1,60641
+7512,396982,42,630,THE IVY ROOM / GEM CATERING & EVENTS,12 E OHIO ST 1,60611
+7513,39700,47,NaN,"STEREO EXCHANGE,4743 N WESTERN AVE",1,60625
+7514,397027,27,702,BeyondAStrategy Inc,1447 N CLEVELAND AVE GROUND F,60610
+7515,397150,28,774,MIDCITY FOOD & LIQUOR INC.,500 S KOSTNER AVE,60624
+7516,397190,2,927 | 926 | 670,Webster Place Athletic Club,1455 W WEBSTER AVE FIRST,60614
+7517,397195,6,724,THE LOCK GROUP,6949 S WABASH AVE,60637
+7518,397241,11,722,VIVIAN JEWELRY,3853 S LOWE AVE 1ST,60609
+7519,397328,27,900,REDEFINED DECOR LLC,1819 W GRAND AVE 1ST 100,60622
+7520,397344,42,638,LUKE'S LOBSTER,134 N LA SALLE ST 1ST,60602
+7521,397359,42,735,SLIGHTLY TOASTED,540 W MADISON ST 1 140,60661
+7522,397388,15,767,DOLLAR BUSTER #1,1807 W 47TH ST 1,60609
+7523,39755,43,NaN,"HOLTZMANN'S ON CLARK,2304 N CLARK ST",1,60614
+7524,397649,44,781,FOREVER YOGURT,3510 N HALSTED ST,60657
+7525,397667,50,735,Pockets,2101 W TOUHY AVE 1ST,60645
+7526,397789,27,784,LATE BLOOMER,1538 N CLYBOURN AVE 1ST A105,60610
+7527,397818,12,769,LAZARA MORENO-VALERIO,2140 S WASHTENAW AVE,60608
+7528,397820,21,724,GOODBYE DOODY LLC,9151 S CARPENTER ST,60620
+7529,397894,42,828,GLAMD,351 W CHICAGO AVE,60654
+7530,397899,7,904 | 900,LUBNA FURNITURE,9523 - 9525 S JEFFERY AVE 1ST,60617
+7531,397904,16,775,DON GOLLO SUPERMERCADO,6113-6115 S KEDZIE AVE,60629
+7532,397974,42,746,GREENRIVER CHICAGO,259 E ERIE ST 18,60611
+7533,39803,32,703,CAROL FOX & ASSOCIATES INC.,1419 W BELMONT AVE 1ST C,60657
+7534,398030,27,781,Hakka Bakka,1002 W LAKE ST 1 ST FLOOR,60607
+7535,39807,49,NaN,ECKANKAR,7231 N SHERIDAN RD,60626
+7536,398089,12,904,"V & E GENERAL MERCHANDISE,4100 S ASHLAND AVE",`91 & 68,60609
+7537,39816,38,NaN,RICHARD D KITCHING LTD,8215 W IRVING PARK RD 1ST,60634
+7538,398282,1,775 | 767,IGUALA GROCERY,2700 W FRANCIS PL 1ST,60647
+7539,398416,35,689,MEREYA GONZALEZ-PEREZ,4333 N CENTRAL PARK AVE BSMT,60618
+7540,398423,44,781,BOBNGRILL,921 W BELMONT AVE 1ST,60657
+7541,39847,12,NaN,"CHARRO AUTO REPAIR,2102 S WASHTENAW AVE",1,60608
+7542,39857,11,720,CHICAGO WHITE SOX CHARITIES,333 W 35TH ST,60616
+7543,398582,32,904,HELENDORA SAMUELS PICTURE FRAMING,1736 W NORTH AVE 1ST,60622
+7544,398628,25,942,El Campeon,1800 S ASHLAND AVE,60608
+7545,398660,43,722,ALLEN & DELANEY MIRRORS,2149 N SEMINARY AVE 2ND B,60614
+7546,398665,44,838,ON MY WAY TICKETS,3478 N CLARK ST,60657
+7547,398717,13,904,DRAUGAS,4545 W 63RD ST,60629
+7548,398817,31,783,"NORTH AND HUDSON LTD.,4131 W BELMONT AVE",PL#402471D,60641
+7549,398841,3,601,Brick House Homes LLC,1550 S INDIANA AVE 2 200,60605
+7550,398879,8,769,"THOMAS,C. BROWN",8012 S COTTAGE GROVE AVE,60619
+7551,398973,42,708,Egencia LLC,150 N WACKER DR 17 1700,60606
+7552,399014,6,821,KREATIVE KIDZ ACADEMY III INC.,20-24 E 79TH ST 1ST,60619
+7553,399044,27,896,ELLEHOMME SPA,832 W ADAMS ST 1ST,60607
+7554,399169,23,781,WENDY'S PROPERTIES LLC,5679 S ARCHER AVE,60638
+7555,39923,42,NaN,"THE PHOTO CENTER,23 E MONROE ST",GROUN,60603
+7556,399267,17,782,MAXWELL ST EXPRESS,7901 S WENTWORTH AVE,60620
+7557,39928,9,NaN,NHS NEIGHBORHOOD HOUSING SERVICE ROSELAND,11001 S MICHIGAN AVE,60628
+7558,3993,47,775,CAFE SELMARIE,4729 N LINCOLN AVE 1,60625
+7559,399321,26,638,ALEJO'S BOATHOUSE CAFE,1301-1331 N HUMBOLDT DR,60622
+7560,399385,14,775,LEON'S BBQ,4550 S ARCHER AVE 1,60632
+7561,39939,21,NaN,"PATTI CAKE CHILD CARE CENTER,939 W 87TH ST",1,60620
+7562,399494,29,864,"LEO'S SWEET SENSATIONS,1900 N AUSTIN AVE",18,60639
+7563,399499,27,767 | 775,NICKEL FOOD,3637 W DIVISION ST 1ST,60651
+7564,399500,27,911 | 767 | 923,Scratch Goods,847 W RANDOLPH ST 2,60607
+7565,399508,27,781,JIMMY JOHN'S,812 W VAN BUREN ST,60607
+7566,399519,18,925,ACE SUPPLY CORP,7827 S CLAREMONT AVE 1ST,60620
+7567,3996,5,820,DEVELOPMENTAL INSTITUTE INC,7037 S STONY ISLAND AVE,60649
+7568,399656,4,782,FRANNIE'S CAFE,1104 S WABASH AVE,60605
+7569,39979,27,NaN,"EUROPEAN CARPENTERS INC,2221 W FERDINAND ST",1,60612
+7570,39980,35,NaN,"JOFER GRAPHIC DESIGN LTD,4007 W FULLERTON AVE",1,60639
+7571,39981,38,NaN,"NORTHWEST DENTAL STUDIO,7049 W ADDISON ST",1,60634
+7572,39984,17,NaN,"EUGENE BAILEY,1364 W 78TH ST",1,60620
+7573,399923,42,638,GIORDANO'S OF PRUDENTIAL PLAZA,130 E RANDOLPH ST,60601
+7574,399929,37,776 | 936 | 937,BP,5133-5153 W NORTH AVE 1ST,60639
+7575,399957,48,712,POLLOOS MUFFLERS & BRAKES INC.,6059 N CLARK ST,60660
+7576,4000,27,775,"SBARRO'S,1717 W POLK ST",1ST F,60612
+7577,40001,10,NaN,PERFORMANCE MINERALS CORP,13535 S TORRENCE AVE 1ST,60633
+7578,400048,27,735,"GUS'S WORLD FAMOUS FRIED CHICKEN,847 W FULTON MARKET",1ST,60607
+7579,400090,47,896,BACKSTAGE NAIL & SPA,1614 W BELMONT AVE 1,60657
+7580,40016,19,NaN,DEJAY'S ACE HARDWARE INC,10340 S KEDZIE AVE 1ST,60655
+7581,400173,3,905,"KIDS STEM STUDIO INC.,1319 S STATE",1ST A,60605
+7582,400278,33,708,E. & A. ARCE INSURANCE AND TRAVEL SERVICES,3000 W LAWRENCE AVE 1ST,60625
+7583,400303,37,775,CIRCLE S MART INC,4757 W NORTH AVE GROUND,60639
+7584,40031,30,NaN,"ARCHITEKT DESIGN,3505 N CICERO AVE",1,60641
+7585,400334,16,602,J'S AIR COMPRESSOR,5742 S ASHLAND AVE 1ST,NaN
+7586,40037,18,NaN,ELEGANTLY BLESSED TOTAL IMAGE STUDIO,8158 S KEDZIE AVE,60652
+7587,400428,48,804,RR4 CATERING LLC,1457 W CATALPA AVE 2ND 2E,60640
+7588,4005,24,666,LEE RAYBON,4402-4416 W ROOSEVELT RD,60624
+7589,400629,24,900,DUBAI FURNITURE,4109 W ROOSEVELT RD,60624
+7590,400631,44,638,"MORTAR AND PESTLE,3108 N BROADWAY",1ST,60657
+7591,400634,43,694,KENELLY CLEANER,1749 N WELLS ST 1,60614
+7592,400676,18,711,NACHOS AUTO SERVICE INC.,7601 S KEDZIE AVE 1ST A,60652
+7593,400679,34,904 | 894,STUDIO 507 HAIR SALON INCORPORATED,2008 W 119TH ST 1ST,60643
+7594,400707,8,708 | 602,JACKSON PARK PREFERRED MRI,7431 S EAST END AVE 1ST 2,60649
+7595,400781,44,895,NAIL STORY,930 W DIVERSEY PKWY,60614
+7596,4008,29,775,"IL GIARDINO DEL DOLCE,2859 N HARLEM AVE",1,60707
+7597,400936,46,769,JEFFREY J. OLENIACZ,707 W SHERIDAN RD 1,60613
+7598,400968,45,782,IDEAL BAKERY ENTERPRISES INC.,4763 - 4765 N MILWAUKEE AVE 1ST,60630
+7599,40097,32,NaN,CHICAGO TEACHER INC,1855 N MILWAUKEE AVE 1ST,60647
+7600,400974,15,735,FOUR LETTER WORD COFFEE,1400 W 46TH ST 2ND 208,60609
+7601,401,14,NaN,SEVEN NINE ELEVEN FOOD MART INC.,4884 S ARCHER AVE 1ST,60632
+7602,4010,37,774,PERSONAL LIQUORS II,5558 W NORTH AVE 1,60639
+7603,401001,3,770,"ROBERT F. PLUMP,1400 S INDIANA AVE",503,60605
+7604,401036,43,854,TBFS INVESTMENTS,[REDACTED FOR PRIVACY],60614
+7605,401074,33,782,WABISABI,4720 N KEDZIE AVE 1ST,60625
+7606,401102,49,772 | 922 | 767 | 727,GET PLUGGED,6607 N CLARK ST 1ST,60626
+7607,401103,18,770,JUAN BATALLA,3727 W 75TH PL,60652
+7608,401257,15,709,NAIL FOCUS CORP,4644 S BISHOP ST 1,60609
+7609,401364,25,911,Very Best Vintage,1346 W 18TH ST 1,60608
+7610,401412,40,144,SAMAR BEAUTY SALON,1972 W FOSTER AVE 1ST,60640
+7611,401489,43,670,Studio Three,2401 N HALSTED ST 1 & 2,60614
+7612,401522,34,894,Brian Keith's,617 W 103RD ST 1ST,60628
+7613,401585,25,997,INNOVATIVE PARKING SOLUTIONS LLC,1130 W TAYLOR ST,60607
+7614,40166,30,894,GLORY BEAUTY SALON UNISEX,3227 N CICERO AVE 1ST,60641
+7615,401729,26,638,CAFE MARIE-JEANNE,1001 N CALIFORNIA AVE,60622
+7616,401730,43,900,CHICAGO BAR SHOP,921 W ARMITAGE AVE 1,60614
+7617,401736,8,197,F.I.M. & ASSOCIATES,8801 S STONY ISLAND AVE 1ST,60617
+7618,401942,27,947,Flying Tacos,324 N LEAVITT ST,60612
+7619,40201,2,NaN,BIG SHOULDERS DIGITAL VIDEO PRODUCTIONS INC.,875 N MICHIGAN AVE 37TH 3750,60611
+7620,402077,1,904 | 670 | 926 | 911,ORANGETHEORY FITNESS,2251 N MILWAUKEE AVE 1ST,60647
+7621,402108,2,767,PHC Health Food Store,1335 N ASHLAND AVE 101,60622
+7622,402236,22,902 | 674,SERVICE TECHS HVAC LLC,4125 W 25TH ST 1,60623
+7623,402261,13,897 | 806,ENVIOS AZTECA INC.,6528 S PULASKI RD 1ST,60629
+7624,4023,28,942,LA FONTANELLA,1500 W TAYLOR ST,60607
+7625,40231,2,NaN,"BEGINNINGS,777 N MICHIGAN AVE",2108,60611
+7626,402354,32,767 | 937 | 810,VAPOR HUT,2908 N ASHLAND AVE 1ST,60657
+7627,402396,22,673,VCI CONTRACTORS,4431 S KNOX AVE 1,60632
+7628,402425,42,745 | 144 | 904 | 927,BALANCED FLOW WELLNESS LLC,17 E MONROE ST 5TH,60603
+7629,402436,2,775 | 767 | 904,NOBLE STREET PANTRY INC.,932 N NOBLE ST 1ST,60642
+7630,402438,35,476,ALPHA STUDIO 1,3610 W LAWRENCE AVE 1ST,60625
+7631,402440,1,781,CAFE BALLOU,939 N WESTERN AVE 1ST,60622
+7632,402445,45,904,Near Mint Games,4023 W IRVING PARK RD 1ST,60641
+7633,402479,27,925,Bensdorf and Abramson Inc.,2532 W WARREN BLVD 2ND,60612
+7634,40252,2,NaN,DELTA UKRAINIAN ENTERPRISES,2242 W CHICAGO AVE,60622
+7635,402528,43,631,ALVA GRACIANO TAILORS,2549 N CLARK ST 1ST,60614
+7636,402535,47,937 | 936 | 776,MOBIL,4632-4640 N DAMEN AVE 1ST,60625
+7637,402536,27,666,MOBIL,1216-1236 N HALSTED ST 1ST,60642
+7638,402597,45,937 | 776,"7-ELEVEN #33067 C,5316 N MILWAUKEE AVE",M,60630
+7639,402604,44,781,"YO FRESH,2935 N BROADWAY",1ST,60657
+7640,402609,27,638,UMAMI BURGER,945 W RANDOLPH ST 1ST,60607
+7641,402640,39,719,D O MULLINS CONSULTING,5656 N KILBOURN AVE 1ST,60646
+7642,402665,1,735,THE IRISH NOBLEMAN,1365-1367 W ERIE ST,60642
+7643,402694,10,735,TAQUERIA EL TAQUIN,13307 S BRANDON AVE 1ST,60633
+7644,402713,47,904 | 926,ORANGETHEORY FITNESS,4728 N LINCOLN AVE 1ST,60625
+7645,402795,44,735,TORTA HAUS,926 W DIVERSEY PKWY 1,60614
+7646,4028,2,829,WEBSTER VILLAGE INC,1318 W WEBSTER AVE,60614
+7647,4029,43,775,THE BLACK DUCK,1800 N HALSTED ST,60614
+7648,402924,18,708,WINDY CITY CAR WASH AND DETAIL SERVICES,3443-3463 W COLUMBUS AVE 1,60652
+7649,403145,1,735,KATE'S THAI KITCHEN,1132 N ASHLAND AVE 1ST,60622
+7650,40318,33,NaN,"NORTH PARK AUTO SERVICE,5033 N KEDZIE AVE",1ST,60625
+7651,403211,50,735,LITTLE QUIAPO RESTAURANT,6259 N MCCORMICK RD 1,60659
+7652,403297,27,782,BRO-N-LAWS BAR-B-Q LLC,3820 W CHICAGO AVE 1ST,60651
+7653,403311,2,894 | 956 | 895 | 144 | 896,ASHA SALON,33 W DELAWARE PL 1,60610
+7654,40332,4,NaN,KENDO HAND CAR WASH,700 S CLARK ST 1 1,60605
+7655,403443,19,619 | 197,DEDICATED TAX SERVICE ENTERPRISE INC.,10731 S WESTERN AVE 1ST 8,60643
+7656,403604,20,958,CHETO'S APPLIANCE,5032 S ASHLAND AVE 1ST,60609
+7657,40363,41,NaN,"ETS INTERNATIONAL,9400 W FOSTER AVE",L7,60656
+7658,403774,47,774,HOUSTON FOOD & LIQUOR,1829-1831 W IRVING PARK RD,60613
+7659,403864,31,781,ESQUINA DEL SABOR CATROCHO,2535 N LARAMIE AVE 1ST,60639
+7660,40398,37,NaN,VERSA FAB INC,4415 W RICE ST 1ST,60651
+7661,404,42,829,"THE BACK ROOM,1007 N RUSH ST",REAR,60611
+7662,404059,42,638,BROKEN ENGLISH TACO PUB,75 E LAKE ST 1,60601
+7663,40414,10,NaN,DORSEY DEV. INSTITUTE,2938 E 91ST ST,60617
+7664,4042,12,743,APACHEE GRILL & COFFEE,3429 S ARCHER AVE,60608
+7665,404220,3,666,AMOCO,4300-4312 S WENTWORTH AVE 1,60609
+7666,40426,43,NaN,TRIBECA INC,2480 N LINCOLN AVE 1ST,60614
+7667,40430,15,711,2 STAR AUTO REBUILDERS INC,2441 W 47TH ST 1ST,60632
+7668,404329,2,926,GYMNASIUM,1902 W NORTH AVE 1ST,60622
+7669,40433,48,NaN,MINAS TV & VIDEO,6137 N CLARK ST,60660
+7670,40434,1,NaN,"CHRISTINE BARR,2325 N CALIFORNIA AVE",2,60647
+7671,40441,17,NaN,PRETTY NAILS FOR YOU,7857-7859 S LOOMIS BLVD # 1ST,60620
+7672,404459,42,859 | 806,WEWORK4,20 W KINZIE ST,60654
+7673,404475,30,781,BREW BREW COFFEE LOUNGE,3832 W DIVERSEY AVE 1ST,60647
+7674,404506,4,897 | 602,FINANCIAL INDUSTRY REGULATORY AUTHORITY,440 S LA SALLE ST 35TH 3500,60605
+7675,404512,27,601 | 673,ARIISE,415 N SANGAMON ST 2ND,60642
+7676,404550,30,744,BRISTOL DELI & LIQUOR,3084-3086 N MILWAUKEE AVE,60618
+7677,40459,30,NaN,NEW LIFE MORTGAGE CORPORATION,3358 N KARLOV AVE 1ST,60641
+7678,404608,9,922 | 727,T MOBILE PREPAID,11035 S MICHIGAN AVE 1ST,60628
+7679,40461,10,NaN,"LOPEZ CONSTRUCTION & REMODELIN,9909 S AVENUE H",1ST,60617
+7680,40477,42,NaN,"S A GEMS,67 E MADISON ST",1816,60603
+7681,40478,22,NaN,"COMO'S WINDOWS INC,4049 W OGDEN AVE",1,60623
+7682,404937,29,602 | 754,DNA,5939 W MADISON ST 1ST,60644
+7683,40500,42,NaN,J.F. ORTEGA,5 S WABASH AVE 9 909,60603
+7684,40516,39,NaN,"HALLMARK & JOHNSON PROPERTY MA,6160 N CICERO AVE",620,60646
+7685,405226,12,911,OCTAVIO'S MODA CASUAL,3101 W 26TH ST 1ST C19C20&S1,60623
+7686,405287,42,776,GATEWAY NEWSTANDS,311 S WACKER DR LOBBY 150,60606
+7687,405288,25,638,"NANDO'S PERI-PERI,150 W ROOSEVELT RD",F126C,60605
+7688,405415,2,784,ROBEY HOTEL,1600-1618 N MILWAUKEE AVE 1-13,60647
+7689,405533,21,776 | 937,SPIRITS BEVERAGE CENTER,8103-8107 S HALSTED ST,60620
+7690,40558,42,NaN,"THE RECORDING ACADEMY,224 S MICHIGAN AVE",250,60604
+7691,40562,22,NaN,"LAMPSHADES INC,4041 W OGDEN AVE",2,60623
+7692,40580,25,NaN,"CHINATOWN SMOKE SHOP INC.,209 W 23RD ST",1,60616
+7693,405808,44,942,Novi's Beef,3200 N HALSTED ST,60657
+7694,40581,42,NaN,"SANFORD ROSE ASSOCIATES,233 E ERIE ST",410,60611
+7695,40596,27,NaN,THE KENNEL LTD,1347 N SEDGWICK ST 1 1,60610
+7696,406104,44,942,VENICCI PIZZA,3200 N HALSTED ST,60657
+7697,40620,15,NaN,D & A AUTO REPAIR,4646-4648 S WESTERN AVE 1ST,60609
+7698,40629,1,NaN,"WEST TOWN RENOVATION,1728 W ERIE ST",1,60622
+7699,406325,45,638,HEARTH AND CRUST RESTAURANT,3608 W IRVING PARK RD,60618
+7700,406553,16,769,AGUSTINA JAIME-PEREZ,2126 W GARFIELD BLVD,60609
+7701,406595,14,929,CITY METAL SAWING,3333 W 47TH PL 1ST,60632
+7702,406717,48,894 | 895,"HELEN'S BEAUTY SALON,4925 N BROADWAY",1ST,60640
+7703,406749,42,782,BEAN & LEAF,180 N WABASH AVE 1ST 172,60601
+7704,4068,50,785,ALIBIS,6420 N WESTERN AVE,60645
+7705,406878,27,638,LADY GREGORY'S OLD TOWN,1525 N WELLS ST 1ST AND MEZZ,60610
+7706,406964,25,855,WHITE STAR PARKING SERVICE LLC,1119 W TAYLOR ST,60607
+7707,406966,50,606,TAXI TOWN AFFILIATION LLC,6500 N WESTERN AVE,60645
+7708,406980,12,911 | 904,J & M ACCESSORIES,3101 W 26TH ST 1ST C-57,60623
+7709,407039,1,854,2415 N MILWAUKEE,[REDACTED FOR PRIVACY],60647
+7710,407046,19,694 | 631,K & K CLEANERS,3214 W 115TH ST 1,60655
+7711,4071,20,864,THE ILLINOIS MEAT CO,1100 W 48TH ST,60609
+7712,407173,12,642,SEW JAMAICAN DISTRIBUTORS LLC,1965 W PERSHING RD,60609
+7713,407243,47,772 | 652,GEOFF BENGE'S GUITAR SHOP INC.,1828 W BELMONT AVE 1ST,60657
+7714,407347,46,784,HERITAGE OUTPOST LAWRENCE HOUSE LLC,1020 W LAWRENCE AVE,60640
+7715,407443,25,772 | 652,RESCUE CELL PHONE,33 N MORGAN ST 1ST,60607
+7716,40750,30,NaN,"AUTO PROGRESS,4325-4327 W ADDISON ST",GROUN,60641
+7717,40753,39,NaN,"GOURMET GRAMFILET GRAM & GRAM,4664 N LOWELL AVE",2A,60630
+7718,407625,37,804,ALL INCLUSIVE CATERING AND SPECIAL EVENTS - SH...,5510 W IOWA ST,60651
+7719,407896,5,735,NANDO'S PERI PERI CHICKEN,1447 E 53RD ST 1,60615
+7720,40790,9,NaN,"THREE 7 SALES,11139 S MICHIGAN AVE",39,60628
+7721,407934,49,724,WEEGROOVE LLC,6612 N NEWGARD AVE 1,60626
+7722,407980,42,855,PREMIUM PARKING LLC,431 N WELLS ST,60654
+7723,40802,50,NaN,"AMERICAN SCIENTIFIC LAB. INC.,7006 N WESTERN AVE",1,60645
+7724,408103,16,904 | 911,"BLUEPRNT GARMENT SALES,5223 S ASHLAND AVE",1F,60609
+7725,408151,37,903,SAFEGUARD SELF STORAGE,4534 W NORTH AVE,60639
+7726,408355,42,781,Union Squared Pizza,125 S CLARK ST 1ST 100 - #01,60603
+7727,408407,42,782,MRS FIELDS COOKIES,500 W MADISON ST 1ST F-14,60661
+7728,408568,2,898,boberdoo.com LLC,747 N LA SALLE DR 2 210,60654
+7729,408610,46,767 | 781,THE MUKASE RESTAURANT & AFRICA FOODS,1361-1363 W WILSON AVE GROUND,60640
+7730,40871,42,NaN,"FROSOLONE INTERIORS,400 N WELLS ST",440,60610
+7731,408749,21,895,TRACY NAILS LTD.,9011 S ASHLAND AVE 1,60620
+7732,408810,16,782,MR. HOT ONE INC.,2006 W 63RD ST 1ST,60636
+7733,40899,34,NaN,JOR'DAN CONSULTING GROUP INC,12225 S HARVARD AVE 1ST,60628
+7734,408990,50,772 | 652 | 922,SXC Hoverboard,6231 N CALIFORNIA AVE 1,60659
+7735,40905,33,NaN,SURGE ELECTRIC INC,3691 N ELSTON AVE,60618
+7736,409135,25,767 | 904 | 736 | 775,STELIOS' BOTTLES & BITES,19 S MORGAN ST 1,60607
+7737,409275,3,735,WINDY CITY RIBS & WHISKEY,67-69 E CERMAK RD 1ST C&D,60616
+7738,409429,2,828 | 894 | 896,ENFUSE MEDICAL SPA AND HAIR RESTORATION,1645 W NORTH AVE LL & GROUND LL & GROUN,60622
+7739,40951,37,NaN,KANG'S AUTO BODY & SALES,4880 W NORTH AVE 1ST,60639
+7740,409518,11,900,BOB'S DISCOUNT FURNITURE,639 W ROOSEVELT RD 1-3,60607
+7741,409571,1,638,DOX QUALITY GREEK,1566 N DAMEN AVE,60622
+7742,409669,18,640 | 781,HONEY BAKED HAM,8159 S CICERO AVE,60652
+7743,4097,12,774,SUPER MERCADO CUAUHTEMOC INC,2504 S KEDZIE AVE,60623
+7744,40973,42,NaN,GLOVER SHADE INC,507 N LA SALLE DR 1ST,60610
+7745,40980,40,NaN,"TIFFANY CLEANERS,ALTERATIONS",1706 W FOSTER AVE,60640
+7746,4099,46,NaN,"FAMOUS SALES,3800 N BROADWAY",GROUND,60613
+7747,409971,1,709,Bliss Weddings & Events Inc.,1610 W AUGUSTA BLVD FIRST 2C,60622
+7748,41,43,916,GEJA'S CAFE,340-344 W ARMITAGE AVE LOWER LEVEL,60614
+7749,410,29,775,MISKA'S/ EVA'S SPORTS BAR,7171-7173 W GRAND AVE,60707
+7750,410010,47,781,BEANS & BAGEL,2601 W LELAND AVE 1ST 1ST,60625
+7751,41003,12,NaN,DIAZ MUFFLERS INC,3241 W CERMAK RD,60623
+7752,410203,32,784,MIDTOWN ATHLETIC CLUB AND HOTEL,2444 N ELSTON AVE,60647
+7753,41027,27,NaN,ACCESSORIES PLUS INC.,1756 W LAKE ST,60612
+7754,410326,40,904,GFranco Shoes,2707 W LAWRENCE AVE,60625
+7755,410380,35,735,"Wingstop,4445 N PULASKI RD",N,60630
+7756,41045,40,767,SIONA HEALTH CARE,4912 N LINCOLN AVE 1 101,60625
+7757,41066,29,NaN,GUYS & DOLLS,5740 W CHICAGO AVE,60651
+7758,410682,2,735,CAFECITO,215 E CHESTNUT ST 1,60611
+7759,410870,25,781,RAM'S RESTAURANT,2302 S BLUE ISLAND AVE 1ST,60608
+7760,4109,3,829,HOME OF THE BLUES,423 E 43RD ST,60653
+7761,41093,42,NaN,"CHICAGO CARTO GRAPHICS,228 S WABASH AVE",401,60604
+7762,41115,9,NaN,STAMPS FUNERAL HOME INC,10834 S MICHIGAN AVE,60628
+7763,41124,42,NaN,"R CRUSOE & SON,566 W ADAMS ST",505,60661
+7764,411328,48,807,FIX YOUR KICKS EXPRESS,1140 W THORNDALE AVE 1ST,60660
+7765,411451,42,703,PUBLICIS USA PRODUCTION SOLUTIONS INC,35 W WACKER DR 30TH 30,60601
+7766,4115,11,NaN,SWIFT CAR WASH,4443 S ASHLAND AVE 1ST,60609
+7767,41155,38,712,"TED'S AUTO CLINIC INC,7850 W ADDISON ST",1,60634
+7768,411552,2,601,1051 N. DAMEN LLC,1138 N MILWAUKEE AVE 1,60642
+7769,411554,2,601,LOGAN SQUARE HOMES LLC,1138 N MILWAUKEE AVE 1,60642
+7770,41172,42,NaN,CORDOGANCLARK & ASSOCIATES,716 N WELLS ST 2,60610
+7771,41176,26,NaN,A-1 FASHION,4034 W NORTH AVE # 1ST,60639
+7772,411778,36,627,THE GRAND CAR WASH LLC,6747 W GRAND AVE,NaN
+7773,41194,44,NaN,"IMPACT IMAGES,2909 N SHERIDAN RD",309,60657
+7774,41200,42,NaN,JOSS DESIGN GROUP LTD,440 N WELLS ST,60610
+7775,412005,42,735,STEAK 48,615 N WABASH AVE 1 & 2,60611
+7776,41202,2,NaN,CALIFORNIA CLOSETS,2071 N CLYBOURN AVE,60614
+7777,41209,45,NaN,JATZAN DITRIBUTORS INC,4042 N ELSTON AVE,60618
+7778,412104,21,775 | 767 | 904,LOOMIS CITGO INC.,1356 W 87TH ST 1ST,60620
+7779,412114,21,666,BP,8642-8650 S MORGAN ST 1ST,60620
+7780,41219,32,648,"YOUNG'S CLEANERS,1849 N OAKLEY AVE",1,60647
+7781,41222,14,NaN,E.D.K. JEWELRY SHOP INC,5904 S ARCHER AVE,60638
+7782,412222,40,735,A BITE OF SZECHUAN,5657 N LINCOLN AVE 1,60659
+7783,41229,10,NaN,"O'ROURKE CARTAGE,13518 S HOXIE AVE",1,60633
+7784,41232,42,NaN,"ASI INTERIORS INC,980 N MICHIGAN AVE",1085,60611
+7785,41238,33,732,RELIABLE JEWELRY & LOAN INC.,4625 N KEDZIE AVE,60625
+7786,412533,28,840,YASMEEN MATTRESS INC,2424 W OGDEN AVE 1ST,60608
+7787,412656,42,708,Origami Risk LLC,222 W MERCHANDISE MART PLZ 23 2300,60654
+7788,4127,27,775,MART-ANTHONY INC,155 N ABERDEEN ST,60607
+7789,412730,25,601,"DAC Developments,2150 S CANALPORT AVE",4C12,60608
+7790,412874,47,638,DOLLOP DINER,5060 N CLARK ST 1,60640
+7791,412964,1,904,Mayday Tattoo Supply,1610 W GRAND AVE GROUND FLOOR 2,60622
+7792,4130,32,774,R & S DISCOUNT FOOD WINE & LIQUOR,2425 W DIVERSEY AVE,60647
+7793,413091,1,724,EduDream LLC,1510 W ERIE ST APT #1,60642
+7794,413092,1,668,"Normal LLC,2846 W NORTH AVE",STUDIO 2B,60647
+7795,41315,25,NaN,MEXICO JUAREZ DRIVING SCHOOL,1151 W 18TH ST,60608
+7796,41324,42,NaN,"JET SUPPORT SERVICES INC,180 N STETSON AVE",2900,60601
+7797,413266,35,631,AMERICAN SEWING,3540 W MONTROSE AVE,60618
+7798,4134,46,775,GNS MARKET,4092 N BROADWAY,60613
+7799,41356,38,NaN,CRACOVIA,5707 W IRVING PARK RD,60634
+7800,4137,5,763,SAMMY'S TOUCH DRIVE INN,5659 S COTTAGE GROVE AVE,60637
+7801,41371,2,NaN,"STEVE M. WILLIAMS,30 W CHICAGO AVE",1735,60610
+7802,413717,45,937 | 936,DEJA VU SMOKE N VAPE,4262 N MILWAUKEE AVE 1ST,60641
+7803,41392,12,942,ASSUMPTION B. V. M. CHURCH,2434 S CALIFORNIA AVE,60608
+7804,41407,34,894,GEEGEE'S NU ERA,824 W 103RD ST,60643
+7805,4141,42,829,THE TOWER CLUB,20 N WACKER DR,60606
+7806,414142,12,640 | 775,CREMERIA LA ORDENA #3 LLC,3234 W 26TH ST,60623
+7807,414152,4,724,"Precedence Consulting Partners LLC,2901 S MICHIGAN AVE",703,60616
+7808,414179,40,652,Tech City,1507 W FOSTER AVE 1,60640
+7809,41436,23,692,"ARCHER & CENTRAL COIN LAUNDRY,5885 S ARCHER AVE",1,60638
+7810,41443,43,NaN,"GINMAR CORPORATE PROMOTIONAL,1313 N RITCHIE CT",1,60610
+7811,41471,48,NaN,"ASIAN COMPLETE AUTO REPAIR,1135 W CATALPA AVE",1,60640
+7812,41487,1,NaN,PUBLIC I,1923 W DIVISION ST,60622
+7813,41490,50,NaN,CLEAR IMAGE MEDIA INC,2425 W PRATT BLVD GROUND,60645
+7814,414928,27,926,"The Pilates Loft of Chicago LLC,833 W CHICAGO AVE",600,60642
+7815,415,23,NaN,MARISCOS LA DIABLA,4222-4224 W 63RD ST 1,60629
+7816,415070,16,144,PRO-LINE BARBER AND BEAUTY,6053 S RACINE AVE 1ST,60636
+7817,415153,8,769,GREGORY DANIELS,8936 S UNIVERSITY AVE,60619
+7818,4152,44,763,"CHICAGO YACHT CLUB,3180 N LAKE SHORE DR",BELMO,60657
+7819,415200,42,602,INNOGY RENEWABLES US LLC,200 N LA SALLE ST 23 2301,60601
+7820,415211,44,942,MUSCLE MAKER GRILL,3200 N BROADWAY,60657
+7821,4153,49,774,SAM FOOD AND LIQUOR,6812-6816 N SHERIDAN RD,60626
+7822,415347,8,922 | 727,T-MOBILE,1515 E 87TH ST 1ST,60619
+7823,4154,42,763,CHICAGO DOWNTOWN MARRIOTT,540 N MICHIGAN AVE LBBY,60611
+7824,415471,34,719 | 724,Pure Beaute Inc,10436 S PEORIA ST,60643
+7825,415572,15,782,DAMEN C INC,4701-4705 S DAMEN AVE,60609
+7826,415658,29,713 | 712 | 778,TOROS TIRE REPAIR SHOP LLC,5834-38 W ROOSEVELT RD,60644
+7827,41573,42,NaN,"THE JOHNSSON GRP/FINSOLUTIONS,566 W ADAMS ST",601,60661
+7828,415787,22,769,"ROSALINDA RODRIGUEZ,4027 W 24TH PL",1R,60623
+7829,4158,27,NaN,KELLY SYSTEMS INC,422 N WESTERN AVE,60612
+7830,415814,37,673,KING IRON WORKS CHICAGO INC,847 N KILPATRICK AVE,60651
+7831,41588,22,724,RAMIREZ LANDSCAPING,3146 S HARDING AVE 1ST,60623
+7832,415890,42,781,B.I. TEA,131 N CLINTON ST GROUND 30,NaN
+7833,41595,25,NaN,BTR TRAILER REPAIR INC,2515 S WOOD ST 1ST,60608
+7834,41597,35,724,AA BEST APPLIANCE,4540 N SPRINGFIELD AVE 1ST,60625
+7835,41603,23,NaN,"KJK ENGINEERING,5147 S KENNETH AVE",1,60632
+7836,41608,34,NaN,"LONNIE'S BARBER SHOP,12752 S HALSTED ST",1ST,60628
+7837,4161,24,775,"PLAZA FOOD & LIQUOR,3459 W OGDEN AVE",1,60623
+7838,416156,25,735,LA ESPERANZA RESTAURANT,1864 S BLUE ISLAND AVE 1ST,60608
+7839,416295,32,645,Premier Amusements Inc.,2600 N WESTERN AVE,60647
+7840,416307,1,904,STORE REVOLVING CURATION,917 N ASHLAND AVE,60622
+7841,416397,27,902,"SULLWOOD INC.,600 N ALBANY AVE",1R,60612
+7842,416561,2,638,RAW II,2203 N CLYBOURN AVE 1ST,60614
+7843,416629,25,646,PAWS IN MOTION,2226 W 21ST ST 1ST,60608
+7844,4167,32,NaN,NOVAK & CO INC,2023 W FULLERTON AVE,60647
+7845,4168,25,775,SABAS VEGA INC.,1808 S ASHLAND AVE,60608
+7846,416852,44,638,CANNIKIN,3466-3470 N CLARK ST 1ST,60657
+7847,41687,20,NaN,KING T-SHIRTS,6055 S DR MARTIN LUTHER KING JR DR 1,60637
+7848,417093,12,781,La Baguette Bakery,3117 W 26TH ST 1ST,60623
+7849,417126,42,753 | 633,FRIENDLY CLEANER INC.,22 W WASHINGTON ST 15TH 1500,60602
+7850,41717,25,NaN,FOUR SEASONS TRAVEL,2223 S WENTWORTH AVE 2F,60616
+7851,41724,13,NaN,INDUSTRIAL INSTRUMENT,5643 W 63RD PL 1ST,60638
+7852,417243,42,638,NANDO'S PERI-PERI,117 E LAKE ST 2,60601
+7853,417289,37,767 | 631,BABY ME,4545 W DIVISION ST 1ST M17-M18,60651
+7854,417297,7,666,ALL STAR FUEL AND FOOD,2310-2316 E 79TH ST 1,60649
+7855,417399,42,774 | 932,H MART,711 W JACKSON BLVD 1,60661
+7856,417493,42,602,WeWork5,100 S STATE ST 3-5,60603
+7857,417529,40,942,BARONE'S PIZZA,5200 N CLARK ST,60640
+7858,417654,18,930,AQUA CLEAN HAND CARWASH,7811 S WESTERN AVE 1,60620
+7859,4177,17,763,79TH VINCENNES FOOD & LIQUORS,7900-7902 S VINCENNES AVE,60620
+7860,417719,21,752,Exclusive Detailed Cleaning Services Incorporated,9357 S LA SALLE ST 2 2,60620
+7861,417733,9,819,DETRA ROBINSON,10227 S WALLACE ST,60628
+7862,417766,7,735,HALE FAMILY MCDONALD'S,2425 E 79TH ST,60649
+7863,417797,19,782,OPEN OUTCRY,10932 S WESTERN AVE 1ST,60643
+7864,41788,22,NaN,ANGEL LOISTICS INC,3305 S LAWNDALE AVE,60623
+7865,41794,45,NaN,P & M UPHOLSTERY,4523 N MILWAUKEE AVE 1ST,60630
+7866,41798,29,864,MY OWN MEALS INC,5400 W ROOSEVELT RD 1ST,60644
+7867,4180,42,775,STREETERS TAVERN,50 E CHICAGO AVE,60611
+7868,41802,42,763,NOTEABLE PRESENCE,171 W RANDOLPH ST # HOTEL,60601
+7869,418057,42,602 | 897,FRONTENAC COMPANY LLC,1 S WACKER DR 29TH 2980,60606
+7870,41808,3,775,"43RD DAN RYAN CITGO,4300 S WENTWORTH AVE",1ST,60609
+7871,418109,32,983,SONDER,[REDACTED FOR PRIVACY],60657
+7872,418142,27,855,VALET DESCARTES CHICAGO,108-110 N GREEN ST,60607
+7873,418188,42,855,ABC PARKING,431 N DEARBORN ST,60654
+7874,418280,22,770,"MARIA,S.,RUIZ",2715 S HOMAN AVE,60623
+7875,41833,3,NaN,"NICHEM CORP.,600 W 52ND ST",1,60609
+7876,418349,32,904 | 956 | 894,LITTLE BROKEN THINGS LLC,2137 N WESTERN AVE 1ST,60647
+7877,418571,25,767 | 782,KOKKU LLC,1140 W JACKSON BLVD,60607
+7878,418576,7,719,MY 2ND CHANCE LLC,8323 S SAGINAW AVE,60617
+7879,418672,43,996,Lakefront Hospitality Group,2401 N LAKE SHORE DR,60614
+7880,418718,2,904,Credo,1659 N DAMEN AVE 1ST,60647
+7881,418776,27,828,LUCKY KAT TATTOO,677 N MILWAUKEE AVE 1 1,60642
+7882,418790,41,674,ARTI'S PAINTING AND REMODELING,6275 N NORTHWEST HWY 2ND 212,60631
+7883,418857,42,897 | 659,"H.I.G. Chicago LLC,151 N FRANKLIN ST",2175,60606
+7884,41888,17,NaN,DUST EM CLEAN MAINTENANCE INC.,2339 W MARQUETTE RD,60636
+7885,4189,28,775,PERSONAL LIQUORS I,4241 W MADISON ST,60624
+7886,418965,47,990,ELIZABETH BARR,[REDACTED FOR PRIVACY],60613
+7887,418978,40,894,GLAMOUR FAMILY HAIR SALON,4954 N DAMEN AVE 1ST,60625
+7888,419,13,763,7-ELEVEN,5953 W 63RD ST,60638
+7889,419078,34,769,"AARON,JEROME,WILLIAMS",17 W 110TH PL 1,60628
+7890,4192,32,638,LAZO'S TACOS,2003-2011 N WESTERN AVE 1ST FLOOR,60647
+7891,419219,4,937,HPC INCORPORATED.,5220 S HARPER AVE 1ST,60615
+7892,41932,31,NaN,"MULTIVIAJES GUTIERREZ,3850 W FULLERTON AVE",1,60647
+7893,419374,26,793,JEDROS USED CAR SALES LLC,3935-3937 W ARMITAGE AVE 1,60647
+7894,419385,28,990,KATHERINE EHAROSHE,[REDACTED FOR PRIVACY],60607
+7895,419422,44,911,THE ALLEY 1776,3221 N CLARK ST 1,60657
+7896,419438,43,990,PATRICK O'CONNELL,[REDACTED FOR PRIVACY],60614
+7897,419511,27,735,PUNCH BOWL SOCIAL,310 N GREEN ST 1-2,60607
+7898,419583,42,708,EF Contract,222 W MERCHANDISE MART PLZ 11 1167-1168,60654
+7899,419684,36,937 | 936,MARTHA'S FRESH MARKET,5958 W ADDISON ST 1ST,60634
+7900,419753,36,781,JERUSALEM GRILL INC,3142 N NARRAGANSETT AVE 1ST,60634
+7901,4198,14,763,FORTY-SEVENTH STREET CITGO,2700 W 51ST ST,60632
+7902,419938,25,712,TELOLOAPAN AUTO SERVICE INC.,1857-1859 S WESTERN AVE,60608
+7903,419989,42,784,ONE NORTH KITCHEN AND BAR,1 N WACKER DR 1,60606
+7904,420,44,814,YOSHI'S CAFE,3257 N HALSTED ST,60657
+7905,42005,19,720,St. Cajetan Church,2445 W 112TH ST,60655
+7906,42012,18,NaN,WINSTON LOTT,2957 W 71ST ST 1ST,60629
+7907,420179,39,776,LUCKY SMOKE SHOP INC.,6144 N MILWAUKEE AVE 1,60646
+7908,420192,25,990,MATTHEW DUES,[REDACTED FOR PRIVACY],60607
+7909,420235,42,990,LISA HRUSKOCY,[REDACTED FOR PRIVACY],60654
+7910,420336,7,771 | 692,NEW SUDZ COIN LAUNDRY,2660 E 79TH ST,60649
+7911,420562,1,990,MICHELLE CATANESE,[REDACTED FOR PRIVACY],60647
+7912,420571,41,687,Intuitive Home Staging,7427 N OVERHILL AVE,60631
+7913,420576,17,767 | 736 | 775,GIGI'S FOOD MARKET,3101 W 63RD ST GROUND,60629
+7914,42058,49,NaN,"MIKE'S LANDSCAPING,1435 W ALBION AVE",1,60626
+7915,420624,43,904,All She Wrote,825 W ARMITAGE AVE,60614
+7916,4207,12,775,PABLOS TACO'S,4106 S ARCHER AVE,60632
+7917,42073,41,NaN,RENATA ZALECKI,8301 W BALMORAL AVE,60656
+7918,42075,1,197,"JACKSON HEWITT TAX SERVICE,801 N WESTERN AVE",1ST,60622
+7919,420758,29,775,PRIME TIME SNACKS,7016 W NORTH AVE 1ST,60707
+7920,420764,41,848 | 926,NOTRE DAME WRESTLING CLUB,6649 N OLIPHANT AVE 1ST,60631
+7921,42088,33,894,"CALDIAN HAIR SALON,4633 N KEDZIE AVE",1ST,60625
+7922,42099,11,NaN,"SWISHER,2215 S UNION AVE",100,60616
+7923,420997,42,804,FRONEN FOODS,25 W RANDOLPH ST 17TH 1705,60601
+7924,4210,27,784,O'BRIENS RESTAURANT & BAR,1528 N WELLS ST 1 AND 2,60610
+7925,421080,11,642 | 663,RV MEATS INC.,703 W 47TH ST 1ST,60609
+7926,421163,46,925,TOP PLUS,4515 N CLARK ST,60640
+7927,421182,37,921,NATURAL LIFE CORP,4545 W DIVISION ST 1ST FLOOR D8-D9,60651
+7928,421311,21,782,JIMMY'S BEST FISH AND CHICKEN INC.,9305 S HALSTED ST GROUND,60620
+7929,421349,1,990,MARGO MEDENICA,[REDACTED FOR PRIVACY],60622
+7930,42143,5,894,HAIR DESIGN INTERNATIONAL LTD,1309 E 57TH ST,60637
+7931,421443,44,719 | 722,JDC FINE ART LLC,3166 N CAMBRIDGE AVE BSMT 1 SOUTH,60657
+7932,421450,11,144,FUJI FOOT SPA,2352 S CANAL ST 1,60616
+7933,421526,47,990,LAURA JORDAN,[REDACTED FOR PRIVACY],60618
+7934,42155,10,724,NICK'S LANDSCAPING,13330 S AVENUE M,60633
+7935,42163,11,704,"VICTORIA'S SALON DAY SPA INC,1250 S CANAL ST",1,60607
+7936,421663,32,942,SEAFOOD MARKET,1400 W OAKDALE AVE,60657
+7937,421710,39,990,LORI GENYK,[REDACTED FOR PRIVACY],60646
+7938,421785,2,735,WILDBERRY PANCAKES & CAFE,196 E PEARSON ST 1,60611
+7939,421789,33,911,ONLY SPORTS SOCCER,3034-3040 W LAWRENCE AVE 1,60625
+7940,42181,10,NaN,UNLIMITED WORLD TRAVEL III INC,3701 E 106TH ST,60617
+7941,421819,42,912,"not applicable,318 S CLINTON ST",400,13202
+7942,42190,48,NaN,GREENE & PROPPE DESIGN INC,1209 W BERWYN AVE # 1,60640
+7943,421929,27,892,#2 - 2017 INDOOR SPECIAL EVENT,113 N ELIZABETH ST 1,60607
+7944,421935,50,819,"BRYANT,KIM",6312 N FRANCISCO AVE 2,60659
+7945,421958,30,896 | 956 | 895,KT NAILS AND SPA,3026 N MILWAUKEE AVE 1ST,60618
+7946,422016,12,668 | 911 | 904,ES~TYLO 89,4100 S ASHLAND AVE 1ST 254,60609
+7947,422024,48,674,DAVID PERRY DESIGNS INC,6007 N SHERIDAN RD 8TH 8B,60660
+7948,422130,27,735,"VEGGIE GRILL,911 W RANDOLPH ST",101,60607
+7949,42214,12,NaN,PALETERIA AZTECA #2,3119 W CERMAK RD,60623
+7950,422155,42,911,BOGNER OF AMERICA INC,444 N MICHIGAN AVE 1 2,60611
+7951,422210,16,690 | 724,WOODPECKER LANDSCAPING,5750 S ROCKWELL ST 1,60629
+7952,42222,9,NaN,J & R CEMENT,42 E 101ST ST,60628
+7953,422223,4,926,Noyes Steinman Companies LLC,730 S CLARK ST,60605
+7954,422239,42,602,"MedAmerica Inc.,311 S WACKER DR",1460,60606
+7955,422259,43,724 | 687,"Rubiostudio Inc,1814 N HUDSON AVE",A,60614
+7956,422275,23,735,GORDITAS SANTIAGO NO. 2,3710 W 55TH ST 1,60632
+7957,42235,3,NaN,KAREEM FOOD MART,100 E 47TH ST,60653
+7958,422478,27,828,PIC3 LLC,1513 N WELLS ST 1,60610
+7959,422520,29,708 | 977,BRIAN P. PICKETT FUNERAL HOME 1 LLC,5301 W MADISON ST 1,60644
+7960,422593,27,781,STUMPTOWN COFFEE CORP,311 N MORGAN ST,60607
+7961,422660,44,722,Skies High Life,505 W BELMONT AVE 7 7N,60657
+7962,4227,36,774,A & R FOOD MART,5952 W GRAND AVE 1ST,60639
+7963,42297,42,NaN,"NIMROD SYSTEMS LTD,200 W SUPERIOR ST",310,60610
+7964,42303,33,NaN,DJS REMODELING,3353 N ALBANY AVE,60618
+7965,423075,10,735,EPIC BANQUET HALL,13191 S BRAINARD AVE 1,60633
+7966,423100,49,926 | 661,Fitness In TUne,1622 W MORSE AVE STOREFRONT,60626
+7967,423186,42,946,United Chocolate Works,50 W WASHINGTON ST,60602
+7968,42328,45,NaN,EDWARD M. BOLS & SON,5355 N LYNCH AVE,60630
+7969,42331,2,819,BEAU BARRY,1249 N ASHLAND AVE,60622
+7970,42369,24,NaN,A M TECHNOLOGIES INC.,2108 S SPRINGFIELD AVE,60623
+7971,423725,42,652,International Camera Inc.,17 N WABASH AVE 6 674,60602
+7972,423734,15,708 | 476 | 904,SONIKA PHOTOGRAPHY STUDIO,1918 W 47TH ST 1ST,60609
+7973,423806,25,734,TACOS LEGADO POBLANO,2300 S THROOP ST,60608
+7974,42388,12,NaN,MIGUEL NUNEZ,2867 W 22ND PL 1ST,60623
+7975,423892,25,735,WENTWORTH SEAFOOD HOUSE,2229 S WENTWORTH AVE,60616
+7976,424046,2,895,FANTASY NAILS,1743 W NORTH AVE 1ST,60622
+7977,424049,50,931 | 904,MIBAMYITTAR,6342 N WASHTENAW AVE 1ST,60659
+7978,424061,29,719,HMG,1648 N NORMANDY AVE,60707
+7979,424171,26,674,JC Cherry LLC,868 N MOZART ST,60622
+7980,42427,21,NaN,PITTMAN ENTERPRISES & ASSOCIATES,8738 S ELIZABETH ST 1ST,60620
+7981,42428,25,NaN,"ALMA'S UNISEX,1704 W CERMAK RD",1FL,60608
+7982,424284,23,648,EC Dry Cleaning Inc,5312 S PULASKI RD,60632
+7983,424312,47,820,Songbird Academy,1908-1912 W MONTROSE AVE 1ST,60613
+7984,424315,25,767 | 904 | 775,RONG SHING HONG,2347 S WENTWORTH AVE 1ST A,60616
+7985,424337,45,781,CULVER'S,4939 W IRVING PARK RD 1ST,60641
+7986,42437,25,904 | 894,THE HAIR LOFT LTD,33 N CARPENTER ST 1,60607
+7987,424430,50,767 | 775,MEHRAB SUPERMARKET,2433 W DEVON AVE,60659
+7988,424539,1,781,MCDONALD'S #788,2005 W CHICAGO AVE,60622
+7989,424598,40,720,GirlForward,1251 W DEVON AVE,60660
+7990,424699,35,674,HVAC ROYAL SERVICE INC.,4538 N SPRINGFIELD AVE 2ND 2,60625
+7991,424753,2,782,SAMMY'S RED HOT,238 W DIVISION ST,60610
+7992,42481,42,720,"ROGER BALDWIN FOUNDATION OF AC,180 N MICHIGAN AVE",2300,60601
+7993,4249,48,763,"HOLLYWOOD BROADWAY SHELL,5701 N BROADWAY",1,60660
+7994,424969,42,633 | 753,MR CLEAN CLEANING CORPORATION,318 W ADAMS ST 16TH 1600,60606
+7995,42505,30,NaN,BAJA NOGAL COMPANY,6141 W BELMONT AVE 1ST,60634
+7996,425062,37,767,SNACK'S DIANA,4545 W DIVISION ST,60651
+7997,4251,44,638,THE BRIAR STREET THEATER,3133 N HALSTED ST,60657
+7998,42515,27,NaN,"A-TECH AUTO,2021 W FERDINAND ST",MAIN,60612
+7999,425175,24,767,SAN MIGUEL MARKET,2904 W 26TH ST 1ST,60623
+8000,42520,50,NaN,"HARI WORLD TRAVEL,6346 N WASHTENAW AVE",FF,60659
+8001,425438,24,813 | 756 | 634 | 602,BLACK STAR GROUP,4208 W ROOSEVELT RD 1ST,60624
+8002,42546,47,NaN,ESTATE MORTGAGE GROUP INC,3954 N SOUTHPORT AVE 1ST,60613
+8003,42565,31,NaN,"MARIA KOLDA,5124 W NELSON ST",1,60641
+8004,42575,47,NaN,"GREASE LIGHTNING,3715 N WESTERN AVE",1,60618
+8005,42579,31,NaN,"FRED'S AUTO REPAIR INC,5023 W DIVERSEY AVE",GROUN,60639
+8006,425966,41,464,BGF CHILDREN'S THERAPY LLC,6430 N CENTRAL AVE 1 A,60646
+8007,42599,2,NaN,"COPY CENTER SERVICES BINC,357 E CHICAGO AVE",B70,60611
+8008,426,50,775,CROATIAN CULTURAL CENTER OF CHICAGO,2845 W DEVON AVE 1ST,60659
+8009,426098,44,956,European Wax Center,3728 N SOUTHPORT AVE,60613
+8010,426320,4,926 | 670,ACE PERFORMANCE SPORTS AND EDUCATION CENTER LTD,1301 E 47TH ST 1ST,60653
+8011,426382,1,771 | 692,DELMAR LAUNDRY INC.,2422 W NORTH AVE 1ST,60647
+8012,426551,18,719 | 724,ANGELINA M. WILLIAMS PHD EDUCATIONAL CONSULTI...,3800 W 83RD PL,60652
+8013,426676,39,769,FELIPE MARIANO-GARCIA,5216 N BERNARD ST 1,60625
+8014,42668,5,NaN,"SIDVIM INC.,1525 E 53RD ST",1003,60615
+8015,426768,43,1012,ISLAND PARTY BOAT LLC,2422 N BURLING ST,60614
+8016,426911,1,602,DND LOGISTICS,910 N ASHLAND AVE 1ST,60622
+8017,42697,42,NaN,"LUNAN CORPORATION,414 N ORLEANS ST",402,60610
+8018,427156,38,638,MR BEEF ON HARLEM,3917 N HARLEM AVE 1,60634
+8019,42718,37,NaN,ANDY CONSTRUCTION,1453 N LOCKWOOD AVE,60651
+8020,42719,4,NaN,WESLEY WILEY,4800 S LAKE PARK AVE 1ST,60615
+8021,42728,16,674,JAMES SEWER/PLUMBING REPAIR COMPANY,6429 S SEELEY AVE,60636
+8022,4273,19,829,CULLINAN'S STADIUM CLUB,11610 S WESTERN AVE,60643
+8023,427307,26,689,ROMERO ALVIRDEZ BENITO,4342 W LE MOYNE ST,60651
+8024,42734,6,NaN,"CHARLEMAGNE CONSULTING GROUP,8342 S WABASH AVE",1,60619
+8025,42739,2,NaN,FOX WAHLS DESIGN,2018 W CHICAGO AVE 1ST,60622
+8026,4274,48,775,LAKE SHORE SCHOOL,5611 N CLARK ST,60660
+8027,427462,21,767,"V & A SWAG INC.,808 W 87TH ST",A,60620
+8028,427488,40,752,CUSTODIAN TECHNICIANS LLC,1818 W PETERSON AVE 4TH 423,60660
+8029,427553,25,894,TU ESTILO,1804 W CERMAK RD 1ST,60608
+8030,427734,42,855,VALET PARKING PROFESSIONALS,33 W KINZIE ST,60654
+8031,427865,44,774,7-ELEVEN 37760A,3519 N CLARK ST 1 SPACE C101,60657
+8032,4279,11,784,KELLY'S TAVERN,4403 S WALLACE ST 1ST,60609
+8033,4280,43,NaN,STEPPENWOLF,1650 N HALSTED ST,60614
+8034,428056,5,942,PINA TROPICAL,5300 S HARPER AVE,60615
+8035,4281,9,774,PAY LESS FOOD & LIQUOR INC.,622 E 107TH ST 1ST,60628
+8036,428196,36,769,MARIA D MIRANDA - DE MARTINEZ,2049 N KILPATRICK AVE,60639
+8037,42833,10,NaN,"WINDY CITY WAREHOUSING & DISTR,12700 S BUTLER DR",1,60633
+8038,42850,23,NaN,"DIGISTITCH,6537 W ARCHER AVE",1,60638
+8039,428533,34,781,111 COFFEE BAR,1419 W 111TH ST FIRST,60643
+8040,42865,13,NaN,"55TH & PULASKI CURRENCY EXC,5501 S PULASKI RD",1ST,60629
+8041,428798,42,782,Freshii,111 W JACKSON BLVD 1,60604
+8042,4288,13,775,YUGOSLAV BENEVOLENT CLUB-HERITAGE MANOR,5540 S NARRAGANSETT AVE 1ST,60638
+8043,428855,35,781,Bonita's Restaurant Inc.,4138 W ARMITAGE AVE 1,60639
+8044,428901,36,990,PENG GAO,[REDACTED FOR PRIVACY],60634
+8045,429220,7,712,JUAN'S AUTO REPAIR LLC,9070 S SOUTH CHICAGO AVE,60617
+8046,429221,27,638,"JOE'S IMPORTS,813 W FULTON MARKET",LL-1,60607
+8047,429432,11,904 | 894,"THE CURL SOCIETY,923 W 35TH ST",STORE 1,60609
+8048,429433,26,942,TASTY WORLD RESTAURANT,3318 W DIVISION ST,60651
+8049,429470,32,774,7-ELEVEN #35632B,2821 N ASHLAND AVE 1,60657
+8050,429542,48,804,"Boulangerie d'Ours,5420 N SHERIDAN RD",403,60640
+8051,42956,39,774,STAR LIQUORS,6347 N MILWAUKEE AVE 1ST,60646
+8052,429578,37,781,TACO HOUSE,333 N CENTRAL AVE 1ST,60644
+8053,429598,42,911,ESQ,555 W JACKSON BLVD,60661
+8054,429632,47,646,CITY KITTY CAT CARE CO.,4235 1/2 N HERMITAGE AVE 3 3B,60613
+8055,429735,2,904,HUSTLER HOLLYWOOD,1615 N CLYBOURN AVE 1 + 2,60614
+8056,42982,33,NaN,"MEL'S CAR SERVICE INC,3224 N ELSTON AVE",1,60618
+8057,42995,34,NaN,AUTOZONE #5248,11550 S HALSTED ST 1ST,60628
+8058,43,34,775,GREENVILLE MISSISSIPPI CLUB INC.,344 W 119TH ST,60628
+8059,43004,7,NaN,J-Z ENTERPRISES,2414 E 75TH ST 1ST,60649
+8060,43016,50,NaN,ZRASH MORTGAGE CORP,2812 W PETERSON AVE 1ST,60659
+8061,43021,45,829,THE BOOZEHOUND AT GRAYLAND STATION,3734 N MILWAUKEE AVE 1ST,60641
+8062,43022,42,NaN,"MONTAUK CHICAGO INC.,401 N WELLS ST",108A,60610
+8063,430321,30,767 | 775,JOE'S FOOD & LIQUOR,5834-5838 W FULLERTON AVE 1,60639
+8064,430328,36,774,APPLE PANTRY,5835 W FULLERTON AVE 1,60639
+8065,430344,25,708,ROZAY ENTERTAINMENT LLC,1655 S BLUE ISLAND AVE 3RD 377,60608
+8066,430347,20,782,CMM FOOD SERVICES,6301 S HALSTED ST 1ST,60621
+8067,430356,1,767,LONDON WALDER INTERIOR DESIGN LLC,1818 W GRAND AVE 1,60622
+8068,430587,22,911 | 631,CRYSTAL'S BRIDAL INC,3902 W 26TH ST,60623
+8069,430640,39,735,EL PUEBLITO MEXICAN GRILL,5152 N CICERO AVE 1ST,60630
+8070,430644,5,782,JJ FISH & CHICKEN SOUTH CHICAGO,7100 S SOUTH CHICAGO AVE 1ST,60619
+8071,430739,26,897,Check'N Go,3329 W NORTH AVE,60647
+8072,430742,47,819,"ALEX,MICHAEL,BRINKMAN",4545 N GREENVIEW AVE,60640
+8073,430803,23,904,LEADER,5220 S PULASKI RD 1ST W21,60632
+8074,430961,35,781,ANTOJITOS PUEBLITA INC.,3737 W LAWRENCE AVE 1 E,60625
+8075,430965,25,892,LITTLE BLACK PEARL,2233 S THROOP ST 4,60608
+8076,431252,47,782,NEW CHINA 2 INC.,3533 N WESTERN AVE 1ST A,60618
+8077,431255,30,752,GCT CLEANING SERVICES LLC,4407 W ROSCOE ST,60641
+8078,43126,16,NaN,CAPRI GARFIELD RIDGE BEAUTY,2653 -2657 W 63RD ST # 1ST,60629
+8079,43134,27,NaN,BRIAN LIPCHIK PHOTOGRAPHY,219 N JUSTINE ST,60607
+8080,431473,16,793,DAKAR AUTO SALES,6115-6117 S ASHLAND AVE,60636
+8081,431652,44,819,RANON LEV HERMAN,1124 W ADDISON ST,60613
+8082,431874,40,735,EL PATRONCITO TAQUERIA INC,5157 N LINCOLN AVE 1,60625
+8083,43206,41,NaN,MPR INC,6535 N OLMSTED AVE 1ST,60631
+8084,432224,24,770,"GAIL,D. McWRIGHT",1817 S KOMENSKY AVE 1,60623
+8085,43226,42,NaN,"G & L MANUFACTURING JEWELERS,5 S WABASH AVE",709,60603
+8086,432358,35,767,FOCUS SHOES AND MERCHANDISE,3620 W LAWRENCE AVE 1ST,60625
+8087,432379,3,722,ADNS LLC,320 E 21ST ST 8 UNIT 805,60616
+8088,432778,48,782,NIKOS GRILL,1215 W DEVON AVE 1ST,60660
+8089,432830,16,673,JAVIER'S GLASS,1521 W 51ST ST,60609
+8090,432889,25,735,FRIEND BBQ,2358 S WENTWORTH AVE AVE 1,60616
+8091,43345,17,NaN,NEIGHBORHOOD TOOL SHOP,6902 S DAMEN AVE 1ST,60636
+8092,43365,42,NaN,"D W SPECIATIES,222 W MERCHANDISE MART PLZ",200 W,60654
+8093,43366,21,NaN,D & S PLUMBING,8601 S MAY ST 1ST,60620
+8094,43368,38,NaN,MIROS MECHANICAL SERVICES/ HEATING & COOLING,5313 W WARNER AVE 1ST,60641
+8095,43538,27,NaN,"SANISAFE & ASSOCIATES,213 W INSTITUTE PL",411,60610
+8096,43553,22,NaN,PERMEX REMODELING,2727 S LAWNDALE AVE,60623
+8097,43566,1,829,THE BLIND ROBIN INC.,853 N WESTERN AVE 1ST,60622
+8098,43567,11,NaN,"AETNA TRUCK PARTS,1133 W PERSHING RD",1,60609
+8099,43616,36,NaN,"IRMA SANCHEZ,2732 N NEWLAND AVE",1,60707
+8100,43617,43,724,MKM CONSULTING INC,2016 N CLIFTON AVE 1ST,60614
+8101,43626,47,NaN,MONARCHS HEAVEN,3326 N LINCOLN AVE 1ST,60657
+8102,43661,42,NaN,"FRANKLIN COVEY CLIENT SALES INC.,700 N MICHIGAN AVE",209,60611
+8103,43664,27,NaN,FROETER DESIGN CO. INC.,954 W WASHINGTON BLVD 5TH,60607
+8104,43672,18,763,AHMAD SEVEN INC,7900 S WESTERN AVE 1ST,60620
+8105,43673,16,NaN,HI TECH HAIR & NAILS,2430 W 59TH ST 1ST,60629
+8106,43724,42,NaN,"ACCOUNTIX LLC,333 N MICHIGAN AVE",1026,60601
+8107,43728,42,NaN,JUST SNACKS,201 N CLARK ST 2ND,60601
+8108,43743,43,NaN,GLAZED EXPRESSION,717 W ARMITAGE AVE,60614
+8109,43749,28,NaN,"CAROLINA'S SILVER INCORPORATED,2551 W CERMAK RD",202-3,60608
+8110,43759,8,NaN,AMERICAN LOAN CO INC,8159 S STONY ISLAND AVE 1ST,60617
+8111,43789,16,829,TEQUILA CLUB,2507 W 59TH ST 1ST #,60629
+8112,43793,33,NaN,JOSEPH R WIRTZ,4430 N SPAULDING AVE 1ST,60625
+8113,43846,9,NaN,NORMAN RESALE,9206 S COTTAGE GROVE AVE 1ST,60619
+8114,43852,22,NaN,"BANOS AZTEC CLUB,2459 S PULASKI RD",BASEM,60623
+8115,43884,40,NaN,LITTLE ANGELS INC,5117 N LINCOLN AVE 1ST,60625
+8116,43888,4,NaN,AMOUR FULL SERVICE SALON INC,650 E 43RD ST # 1ST,60653
+8117,43901,46,NaN,PECO TRADING CORP,4515 N CLARK ST 1ST,60640
+8118,43902,50,NaN,AMERICAN BEST MEDICAL SURGICAL,6336 N CALIFORNIA AVE 1ST,60659
+8119,43933,15,NaN,MILL STAINLESS INC,4425 S WESTERN AVE GROUND,60609
+8120,43953,43,NaN,CHICAGO GRAYSTONE INC,2636 N LINCOLN AVE 1ST,60614
+8121,4398,42,630,LASTRADA INC.,151 N MICHIGAN AVE,60601
+8122,43995,43,NaN,COLORFUL NAILS,2258 N LINCOLN AVE 1ST,60614
+8123,44028,42,NaN,"MEDSTAFF ALTERNATIVES INC,180 N MICHIGAN AVE",500,60601
+8124,44048,42,NaN,"SEI INFORMATION TECHNLGY INC,212 E OHIO ST",2ND,60611
+8125,44066,1,NaN,CRAN DISCOVER INC,2044 N MILWAUKEE AVE 1ST,60647
+8126,44108,47,NaN,SHOES ON BROADWAY,1946 W LAWRENCE AVE 1ST,60640
+8127,44109,47,NaN,EYE SPY OPTICAL INC,3350 N LINCOLN AVE 1ST,60657
+8128,44118,22,680,CAROLINA PEREZ,2840 S KENNETH AVE 1ST,60623
+8129,44135,23,708,GEORGE'S PLUMBING & SEWER LLC,6515 W ARCHER AVE 1ST,60638
+8130,4425,12,925,STAINLESS SALES CORP,3301 S JUSTINE ST,60608
+8131,44250,45,NaN,"A K CONSTRUCTION,4340 W ADDISON ST",1ST,60641
+8132,44280,10,NaN,WEDRYK ACCOUNTING SERVICE,3150 E 133RD ST 1ST,60633
+8133,44353,19,NaN,QUALITY LAND DEVELOPMENT INC,2536 W 100TH PL 1ST,60655
+8134,4436,39,NaN,"MIDPACK CORPORATION,5514 N KEDZIE AVE",1ST,60625
+8135,44376,42,800,Titan Electronics Inc,616 W MONROE ST 1ST,60661
+8136,44388,5,NaN,INLINE DESIGN,6846 S PAXTON AVE,60649
+8137,44404,32,NaN,A & D PRECISION HEATING A/C INC,2010 N HOYNE AVE 1,60647
+8138,44416,13,NaN,W G M AUTO REBUILDERS INC,6906 S PULASKI RD 1ST,60629
+8139,4447,45,775,COLLETTI'S RESTAURANT,5707 N CENTRAL AVE,60646
+8140,44472,47,NaN,CENTURY FASTNERS & MACHINE CO,4155 N ROCKWELL ST 1ST,60618
+8141,4448,1,763,RESTAURANT 2 AMIGOS,2320 N MILWAUKEE AVE,60647
+8142,4449,47,775,THAI ROOM RESTAURANT INC.,4022 N WESTERN AVE,60618
+8143,44499,47,NaN,A DOG'S LIFE INC.,4806-4810 N CLARK ST,60640
+8144,44520,8,NaN,TONY'S LA-CASA-DEL-JOVEN,8241 S COTTAGE GROVE AVE 1ST,60619
+8145,44535,27,NaN,SAND-RITE MFG CO,321 N JUSTINE ST 1ST,60607
+8146,44559,42,NaN,"NOITAM INCORPORATED,100 N LA SALLE ST",1515,60602
+8147,44598,39,NaN,"MELANIPHY & ASSOCIATES INC,6333 N MILWAUKEE AVE",106,60646
+8148,44600,42,NaN,SPAAN TECH INC.,311 S WACKER DR 24TH 2400,60606
+8149,4461,29,638,CAFE #10,2625 N HARLEM AVE,60707
+8150,4465,46,638,F AND F CONCESSIONS INC.,1106 W LAWRENCE AVE 1ST,60640
+8151,44658,9,NaN,PREMIER WASTE AND RECYCLING,700 E 107TH ST,60628
+8152,44675,14,NaN,JULIE'S BEAUTY SALON,3208 W 55TH ST,60632
+8153,44682,24,NaN,"LENOIR FUNERAL HOME,1511 S PULASKI RD",MAIN,60623
+8154,44684,16,NaN,SUPER SHARP TIRE INC,2758 W 59TH ST 1ST,60629
+8155,44710,27,NaN,STANDARD COURIER,452 N SANGAMON ST 1,60642
+8156,44727,45,NaN,LEWOMAX ADVERTISING & PUBLISH,4200 N MILWAUKEE AVE,60641
+8157,4474,42,775,GARRETT POPCORN SHOP,4 E MADISON ST,60602
+8158,44747,2,NaN,ASTROLOGY,866 N STATE ST 2,60610
+8159,4476,27,NaN,BANANA REPUBLIC # 7697,917 W NORTH AVE,60622
+8160,44820,42,NaN,ALDO,605 N MICHIGAN AVE,60611
+8161,4485,48,NaN,HA MIEN RESTAURANT,4920 N SHERIDAN RD,60640
+8162,44866,33,NaN,ANN'S BEAUTY SALON,2852 W MONTROSE AVE 1ST,60618
+8163,44893,42,602,CUBIC TRANSPORTATION SYSTEMS INC.,221 N LA SALLE ST 5TH 500,60601
+8164,449,39,NaN,ACTIVE ELECTRICAL SUPPLY,4240 W LAWRENCE AVE 1ST,60630
+8165,44922,16,NaN,SILVER CLOUD GALLERIES,5721 S CLAREMONT AVE 1ST,60636
+8166,44924,46,NaN,LOSYEN FASHION,4534 N BROADWAY,60640
+8167,4498,46,775,TOM'S FOOD & LIQUORS,4141 N SHERIDAN RD 1ST,60613
+8168,44981,13,NaN,"DEALS ON WHEELS DETAILING,5622 W 65TH ST",MAIN,60638
+8169,44985,3,NaN,"STUDIO ARTISE-CHICAGO INC,2100 S INDIANA AVE",370,60616
+8170,45000,28,NaN,INTERNAL INCOME INC,1317 W TAYLOR ST,60607
+8171,4501,33,NaN,IHSAN CORP,4806 N KEDZIE AVE,60625
+8172,45036,29,NaN,TOP FLIGHT GENERAL CONTRACTORS,1857 N NATCHEZ AVE 1ST,60707
+8173,45044,11,NaN,RASMUSSEN TRANSPORTATION,4100 S EMERALD AVE 2ND,60609
+8174,45057,41,NaN,"HAIR STUDIO,11601 W TOUHY AVE",TERMNL 2,60666
+8175,45064,40,NaN,"LAS MANOS GALLERY,5220 N CLARK ST",STORE,60640
+8176,45086,42,NaN,PARADIGN SOLUTIONS,10 S RIVERSIDE PLZ 18 1800,60606
+8177,45128,18,NaN,DOLLAR STORE,3272 W 87TH ST 1ST,60652
+8178,4513,42,638,CARLYN BERGHOFF CATERING INC.,17 W ADAMS ST,60603
+8179,45142,39,NaN,MONTOYA ENTERPRISES INC,5113 N TRIPP AVE # 1ST,60630
+8180,45155,28,NaN,"COLUMBIA MODEL & EXHIBIT WORK,1528 W ADAMS ST",2FL,60607
+8181,45203,27,NaN,"PRO SPORTS EXPERIENCE LLC,213 N MORGAN ST",1-D,60607
+8182,45239,37,NaN,CURTCOR,1403 N LECLAIRE AVE 1ST,60651
+8183,4524,36,775,COOK BROS. INC.,1740 N KOSTNER AVE,60639
+8184,45243,47,NaN,FINISH LINE TRADING GROUP LLC,2143 W BELLE PLAINE AVE 1,60618
+8185,45255,14,NaN,ENGLANDER OF ILLINOIS,3428 W 48TH PL 1ST,60632
+8186,45277,27,735,THE CHICAGO LIGHTHOUSE,1850 W ROOSEVELT RD 1ST,60608
+8187,45304,42,654,"PETER JEDRZEJCZYK,166 W WASHINGTON ST",520,60602
+8188,45333,1,NaN,MR MECHANICAL,1818 W HURON ST 1ST,60622
+8189,4535,20,911,FOOTLOCKER #8705,4715 S ASHLAND AVE,60609
+8190,45355,3,NaN,"ASHLEY'S QUALITY CARE INC,1727 S INDIANA AVE",G03,60616
+8191,45370,8,NaN,TOUCH OF MAGIC III INC,1946 E 79TH ST 1ST,60649
+8192,45377,44,720,Hawthorne Scholastic P.T.A.,3319 N CLIFTON AVE,60657
+8193,45382,13,NaN,"O.K.,TRAVEL AGENCY INC.",5807 W 63RD ST 1ST,60638
+8194,4541,20,NaN,WIRTZ RENTALS CO,1045 W 47TH ST,60609
+8195,45414,47,NaN,NORJO DISTRIBUTION SERVICES IN,4401 N RAVENSWOOD AVE 2ND,60640
+8196,4542,27,929,The Metraflex Company,2315 W HUBBARD ST 1ST,60612
+8197,45439,41,NaN,BEN ADRIAN'S OFFICE SVS,5361 N DELPHIA AVE 3RD 361,60656
+8198,454586,12,712,H & G MECHANIC SERVICE INC.,4323 S WESTERN BLVD 1 C,60609
+8199,4546,33,NaN,C CRETORS & CO,3243 N CALIFORNIA AVE,60618
+8200,4547,11,NaN,RUBIN BROTHERS INC,2241 S HALSTED ST,60608
+8201,454732,11,782 | 767 | 766,THE STOCKYARD COFFEEHOUSE LLC,558 W 37TH ST STOREFRONT,60609
+8202,45477,1,NaN,PINO VIJEO RUSTIC FURNITURE,2333 N MILWAUKEE AVE,60647
+8203,45479,32,NaN,"CASTILLO'S JEWELRY REPAIRS INC,2500 N MILWAUKEE AVE",524-622A,60647
+8204,454857,43,804,"BARANGAROOS,2727 N PINE GROVE AVE",206,60614
+8205,454864,28,942,LOURS BAKERY CAFE,1500 W TAYLOR ST,60607
+8206,454897,32,735,STONE FLOWER,1952 N DAMEN AVE 1,60647
+8207,455147,34,767,DOLLAR PLUS AND FOOD,157 W 103RD ST GROUND,60628
+8208,455193,28,936 | 937,24/7 EXPRESS FOOD INC.,416-420 S KOSTNER AVE,60624
+8209,45543,3,NaN,PHENOMENAL FITNESS INC.,1450 S MICHIGAN AVE,60605
+8210,455481,20,927 | 904,BLUE LOTUS YOGA,816 E 63RD ST,60637
+8211,45549,40,NaN,SPEEDY CAR WASH,5724 N LINCOLN AVE 1ST,60659
+8212,4555,36,NaN,REB STEEL EQUIPMENT CORP,4556 W GRAND AVE,60639
+8213,45552,50,NaN,"GHANSHAM TAILORS,2735 W DEVON AVE",204,60659
+8214,45553,42,NaN,JENSEN REPORTING SERVICE,205 W RANDOLPH ST 5 510,60606
+8215,455697,46,719,KATZ SOLUTIONS LLC,4441 N BEACON ST 1ST 1B,60640
+8216,455979,23,602,VALADEZ ELECTRIC LLC,6031 S ARCHER AVE,60638
+8217,45598,8,704,SOUTH CENTRAL COMMUNITY SERVICES,8545 S COTTAGE GROVE AVE,60619
+8218,455992,50,923,MEENA BAZAAR CHICAGO LLC,2643 W DEVON AVE,60659
+8219,456164,46,924 | 911 | 904,SF APPAREL INC.,4509 N CLARK ST 1ST,60640
+8220,456176,42,781,POPEYES CHICKEN,156 N WABASH AVE 1ST,60601
+8221,45621,46,NaN,SOLDUS DEVELOPMENT CORP.,731 W JUNIOR TER,60613
+8222,45623,21,NaN,SISTUHS & ASSOCIATES,8955 S GENOA AVE,60620
+8223,456233,42,602,PHMG,401 N MICHIGAN AVE 17TH 1725,60611
+8224,456329,38,724,Visiting Care Providers,3505 N PONTIAC AVE,60634
+8225,456365,41,990,STEVE ARMETTA,[REDACTED FOR PRIVACY],60656
+8226,456379,12,781,TACO BELL,4614 S DAMEN AVE 1,60609
+8227,45642,21,NaN,THE HEALTH CONSERVATORY,544 W 97TH ST 1ST,60628
+8228,456656,41,767 | 811 | 937 | 810,HOOKAH TIME & HABANO CIGAR,6416 N LEHIGH AVE 1ST,60646
+8229,456732,35,735,EL TEXCAL RESTAURANT,3700 W LAWRENCE AVE 1ST,60625
+8230,457153,42,720,"John Howard Association of Illinois,70 E LAKE ST",410,60601
+8231,457238,46,722,"ECO WOOD BARS AND MORE,4241 N KENMORE AVE",G1,60613
+8232,457242,37,673,BB BUILDERS CONSTRUCTION INC.,5256 W NORTH AVE 1ST 1C,60639
+8233,45733,3,NaN,"PURNELL & ASSOCIATES,1211 S PLYMOUTH CT",1,60605
+8234,4575,38,784,EASY STREET PIZZA,3750-3754 N CENTRAL AVE 1,60634
+8235,457571,27,758,CATHERINE'S CONSTRUCTION COMPANY,2954 W WARREN BLVD 1ST,60612
+8236,45761,39,NaN,DABBLER & ASSOC INC,4223 N ELSTON AVE,60618
+8237,457672,2,781,WINGSTOP RESTAURANT,1637 N MILWAUKEE AVE,60647
+8238,457874,39,784,SENOR PAN CAFE,4821 N ELSTON AVE 1,60630
+8239,4579,33,775,PARK'S ACUPUNCTURE & HERBS,3236 W LAWRENCE AVE,60625
+8240,457910,15,781,VISITA MARAVATIO RESTAURANT,1621 W 43RD ST 1ST,60609
+8241,457912,23,904 | 896 | 894,ELLA BEAUTY STUDIO,6807 W 63RD ST 1ST,60638
+8242,457996,42,648 | 694 | 631,ERIE AH CLEANERS INC.,435 W ERIE ST 1 C-105,60654
+8243,458021,39,711 | 818,HYBRID AUTO & BODY WERKS,4735 N PULASKI RD,60630
+8244,458049,10,781,MAXI BAKERY,8712 S COMMERCIAL AVE,60617
+8245,45811,5,NaN,QUALITY MAINTENANCE JANITOR SU,6747 S MERRILL AVE 1ST,60649
+8246,458422,24,782,T-TIME NUTRITION,3028 W CERMAK RD 1ST,60623
+8247,458450,42,602,GROVER STRATEGIES LLC,455 N CITYFRONT PLAZA DR 31 3100,60611
+8248,45847,14,NaN,NARCHEM CORPORATION,3800 W 38TH ST 1ST,60632
+8249,458512,49,942,URBAN TABLES,1603 W HOWARD ST,60626
+8250,458935,27,602,SPEEDY GONZALEZ MESSENGER SERVICE,1050 W KINZIE ST,60642
+8251,45905,3,NaN,"KOZAK & KRYSTI INC,221 E CULLERTON ST",6TH,60616
+8252,45913,47,NaN,"VENTURE STATUARY,5040 N CLARK ST",1ST,60640
+8253,459377,42,602,'87,401 N MICHIGAN AVE 33 3300,60611
+8254,4595,4,775,VIDEO CONNECTION HYDE PARK INC,1204 E 53RD ST,60615
+8255,45956,30,NaN,"T &,L SEWER & DRAINAGE",5712 W DIVERSEY AVE,60639
+8256,459599,42,708 | 602 | 703,CONVENE,311 W MONROE ST 5 5,60606
+8257,459675,25,602,CREEK LANE CAPITAL LLC,307 S SANGAMON ST 1,60607
+8258,4598,42,NaN,CRAIN COMMUNICATIONS INC.,150 N MICHIGAN AVE 16TH,60601
+8259,459867,31,652 | 772 | 922,ZARATE BROTHERS,2450 N CICERO AVE 1ST,60639
+8260,46,2,829,BUTCH MC GUIRE'S INC.,20 W DIVISION ST,60610
+8261,4600,24,774,FINE FAIR FOOD & LIQUOR,3357-3359 W 16TH ST,60623
+8262,46001,30,704,MARCO POLO MASSAGE THERAPIST,4011 W SCHOOL ST 1ST,60641
+8263,46008,42,NaN,LAN MARKETING LTD,220 W KINZIE ST 5,60610
+8264,460350,42,735,HAYDEN HALL CHICAGO,333 S WABASH AVE 1-2,60604
+8265,460351,42,784,MINGHIN STREETERVILLE,215 E OHIO ST 1,60611
+8266,460505,42,767 | 936 | 937,INS MARKET,111 N CANAL ST GROUND LNE 2,60606
+8267,460971,30,724,Rabbit Rabbit Records/Press,5315 W PATTERSON AVE,60641
+8268,460998,28,601,FJHOMESTEAD LLC,1322 W ARTHINGTON ST,60607
+8269,46101,23,NaN,HOME PRODUCTS INTERNATIONAL-NORTH AMERICA INC.,5455-5507 S ARCHER AVE GRNDLEVEL,60638
+8270,46106,1,NaN,LEMON SCENTS CORP,1727 W AUGUSTA BLVD 1ST,60622
+8271,461317,27,464,QC PHLEBOTOMY,2144 W VAN BUREN ST 1ST,60612
+8272,461649,19,990,MAURA MARTINO,[REDACTED FOR PRIVACY],60655
+8273,46168,34,NaN,JULIA MYRICKES,10018 S LOWE AVE 1ST,60628
+8274,46169,22,NaN,DURANGO TREE SERVICE,3235 S HARDING AVE,60623
+8275,46172,11,NaN,ELLIOTT REMODELING,4435 S WALLACE ST 1ST,60609
+8276,46184,10,NaN,PALETERIA EL POTRILLO,8548 S COMMERCIAL AVE 1ST,60617
+8277,4620,47,816,"CRAFTY BEAVER HOME CENTER # 2,1522 W LAWRENCE AVE",1,60640
+8278,46203,30,NaN,YESENIA'S,6016 W FULLERTON AVE 1,60639
+8279,4624,42,NaN,EMILS,101 N WACKER DR 1ST,60606
+8280,462410,9,769,CERITA LAVONNE McKENZIE,10608 S WABASH AVE,60628
+8281,4625,42,NaN,CHICAGO-KENT COLLEGE OF LAW #087,565 W ADAMS ST,60661
+8282,46251,33,NaN,"DELEON ENTERPRISES,3642 N ALBANY AVE",2,60618
+8283,4626,20,864,BERKSHIRE FOODS INC,4600 S PACKERS AVE 1ST,60609
+8284,46270,27,NaN,MCKINLEY DESIGN LTD,2535 W MAYPOLE AVE 1ST,60612
+8285,46297,21,NaN,DEBRA FLOWERS,756 W 87TH ST # 1ST,60620
+8286,463012,28,781,JASON'S WOK,1014 S WESTERN AVE 1ST` UNIT B&C,60612
+8287,463014,42,998 | 956 | 895,"NAILS AND SPA ON ERIE,1 E ERIE ST",115,60611
+8288,46303,11,NaN,"HIGGINS BROS INC,1428 W 37TH ST",1,60609
+8289,463038,42,990,AUDREY LANCASTER,[REDACTED FOR PRIVACY],60601
+8290,4631,27,NaN,"RAZOWSKY INC,350 W CHICAGO AVE",1ST,60610
+8291,46350,38,724,K & M REMODELING,3822 N OKETO AVE 1ST,60634
+8292,463560,49,674,"VEGADA'S RESTORATIONS,1701 W NORTH SHORE AVE",2B,60626
+8293,46359,47,NaN,FASHION HOUSE,4526 N CLARK ST 1ST,60640
+8294,46369,12,NaN,B & B CERAMIC KLIN SERVICE,3393 S ARCHER AVE 1ST,60608
+8295,4638,36,639,MONT CLARE LEYDEN VETERANS,6940 W DIVERSEY AVE POST #,60707
+8296,463968,29,922 | 772 | 727,METRO BY T-MOBILE,6006 W NORTH AVE 1ST,60639
+8297,464135,33,926,AVONDALE FITNESS AND NUTRITION,2925 W BELMONT AVE 1ST,60618
+8298,464284,2,767 | 735,Home 2 Suites Chicago River North,110 W HURON ST 2ND,60654
+8299,4643,45,829,CAPITOL CLUB,4244-48 N MILWAUKEE AVE # 1ST,60641
+8300,464350,31,674 | 758,A.M. construction,2901 N LONG AVE,60641
+8301,4644,46,775,SIAM CAFETHAI RESTAURANT,4712 N SHERIDAN RD 1ST,60640
+8302,464490,42,602,WeWork12,625 W ADAMS ST 18-20,60661
+8303,464552,42,1034,SPIRAL,520 N MICHIGAN AVE GROUNDLEVEL M8A,60611
+8304,4646,22,774,FERAS FOOD & LIQUOR INC.,4265 W CERMAK RD 1,60623
+8305,4647,43,775,"ORIGINAL EXPRESSION,837 W ARMITAGE AVE",1ST,60614
+8306,464722,38,896 | 956 | 904,DOLLFACE BEAUTY CLUB,7433 W IRVING PARK RD 1ST,60634
+8307,46477,49,774,"HAHN LIQUORS INC.,1410 W DEVON AVE",1ST,60660
+8308,46485,5,NaN,KATSAROS PHARMACY,1521 E 53RD ST 1ST,60615
+8309,46524,6,NaN,A COLLIER & ASSOCIATES,7630 S COTTAGE GROVE AVE,60619
+8310,465581,2,904 | 709 | 1000 | 745 | 927,PULLING DOWN THE MOON,770 N LA SALLE DR 8 800,60654
+8311,465691,30,904 | 767,FASTACTION SERVICES,5518 W BELMONT AVE,60641
+8312,465808,23,708,DIGISTITCH EMBROIDERY & DESIGN,6535 W ARCHER AVE 1ST,60638
+8313,46590,33,820,"RAVENSWOOD MANOR CHILD CARE,2756",-02758 W MONTROSE AVE 1ST,60618
+8314,46604,38,NaN,VERTICAL INDUSTRIES INC,5819 W IRVING PARK RD,60634
+8315,46607,14,NaN,FELIPE MAYOR,5631 S CHRISTIANA AVE 1ST,60629
+8316,46610,25,NaN,ATVB ABRASIVE WHEEL CO,2415 W 24TH ST 1ST,60608
+8317,46618,40,NaN,LUV N CARE,2300 W FOSTER AVE 1ST,60625
+8318,46630,32,NaN,"THE LEE ALLISON CO INC,1820 W WEBSTER AVE",301,60614
+8319,46634,9,NaN,AL'S RECORDS & VARIETY & BALLOONS,10715 S MICHIGAN AVE 1ST,60628
+8320,46693,47,NaN,RIVER WEST MEETING ASSOCIATES,3616 N LINCOLN AVE,60613
+8321,46698,44,775,"7-ELEVEN,1153 W BELMONT AVE",1ST,60657
+8322,4671,23,638,NEW DYNASTY RESTAURANT,6435-6439 W ARCHER AVE GROUND #,60638
+8323,46719,43,NaN,OLD TOWN CHICAGO B+B,301 W WISCONSIN ST 1ST,60614
+8324,4672,47,638,TOKYO MARINA,5058-5060 N CLARK ST,60640
+8325,46760,32,NaN,D S A FINANCE CORPORATION,3126 N LINCOLN AVE 1ST,60657
+8326,46769,42,NaN,"LOGICAL SYSTEMS INC,330 S WELLS ST",618,60606
+8327,4687,47,763,"THAI GROCERY INC,5014 N BROADWAY",1,60640
+8328,46899,33,775,"GOLDEN CRUST PIZZERIA,4620 N KEDZIE AVE",1ST,60625
+8329,4691,42,775,GOVNOR'S PUB,207 N STATE ST,60601
+8330,46922,25,NaN,"J.A. WATTS INC.,222 S MORGAN ST",4A-3B,60607
+8331,46923,36,NaN,"ALL COUNTRIES AUTO REPAIR,5055 W FULLERTON AVE",1ST,60639
+8332,46994,5,NaN,COMPUTERS MADE EASY BY BISHOP,1525 E 53RD ST 5 516-4,60615
+8333,4701,43,775,PARS COVE EAST,435 W DIVERSEY PKWY 1ST,60614
+8334,47011,8,NaN,"JANE M WRIGHT,8352 S ELLIS AVE",103,60619
+8335,4702,33,774,CACTUS FOOD & LIQUOR,3358 W IRVING PARK RD 1ST,60618
+8336,4703,35,774,TIANGUIS FRESH FOODS,2722 N MILWAUKEE AVE,60647
+8337,4710,3,775,RAMBO FOOD & LIQUOR INC,3757 S STATE ST,60609
+8338,47118,11,NaN,DISCOUNT HARDWARE & SUPPLY INC,601 W 47TH ST 1ST,60609
+8339,4714,21,743,"GENTLE PERSUASION INC,8951-8959 S ASHLAND AVE",1,60620
+8340,47155,25,NaN,WORLD GYM - BISHOP,1822 S BISHOP ST,60608
+8341,4722,42,NaN,BENNETT BROTHERS INC.,30 E ADAMS ST,60603
+8342,47233,1,NaN,BAY RIDGE MOTORS OF CHICAGO,710 N ASHLAND AVE,60622
+8343,4725,40,775,SWEDISH BAKERY INC,5348 N CLARK ST,60640
+8344,47297,42,NaN,"TECHNOLOGY MNGT ASSOC INC,221 N LA SALLE ST",1108,60601
+8345,4731,49,NaN,UNIVERSAL VIDEO INC,6649 N CLARK ST # 1ST,60626
+8346,47327,27,708 | 602,Production Craft Inc.,1937 W WALNUT ST,60612
+8347,47365,21,NaN,K D M RENOVATIONS CONCEPTS,8352 S THROOP ST 1ST,60620
+8348,47445,21,763,MARATHON,1201 W 87TH ST 1ST,60620
+8349,4747,44,NaN,R J'S VIDEO,3452 N HALSTED ST,60657
+8350,47481,42,NaN,INSTEP SOFTWARE LLC,200 W JACKSON BLVD 28 2800,60606
+8351,47501,42,NaN,MARINA RINALDI,900 N MICHIGAN AVE 3 305,60611
+8352,47568,24,NaN,SAM'S MUFFLER & BRAKE,3818 W ROOSEVELT RD 1ST,60624
+8353,47583,34,775,HERSHEY'S PLACE II,1252 W 111TH ST,60643
+8354,47624,42,638,"CHICAGO SHAKESPEARE THEATER,800 E GRAND AVE",NAVY,60611
+8355,47631,21,720,CHICAGO FOOTBALL CLASSIC,41 W 84TH ST 1ST,60620
+8356,47635,42,NaN,J. HALCOMB ADVERTISING INC,409 W HURON ST 3RD,60610
+8357,47725,21,NaN,PAT'S CAR CARE CENTER,8301 S HALSTED ST 1ST,60620
+8358,47752,26,NaN,SERVICIO ALVAREZ,3834 W GRAND AVE,60651
+8359,47779,42,NaN,CHICAGOLAND MANAGEMENT & REALTY INC.,541 N FAIRBANKS CT,60611
+8360,47782,42,NaN,VALE CRAFT GALLERY,230 W SUPERIOR ST 1ST,60610
+8361,47783,47,NaN,CHILDREN'S CREATIVE CENTER INC.,1911 W IRVING PARK RD 1ST,60613
+8362,47789,44,896 | 894,ROBERT JEFFERY HAIR STUDIO,3153 N BROADWAY,60657
+8363,47791,19,NaN,DENNELY IRISH DANCERS,2555 W 111TH ST 1ST,60655
+8364,47800,38,NaN,RAYS RENOVATIONS,5224 W BELLE PLAINE AVE 1ST,60641
+8365,47805,27,NaN,PETER MILLER GALLERY LTD,118 N PEORIA ST,60607
+8366,47822,41,NaN,STAGEN;S POWERKICKS USA INC.,7220 W TOUHY AVE,60631
+8367,4784,23,NaN,"ATA AIRLINES INC.,5245 W 55TH ST",HANGE,60638
+8368,47861,50,711 | 818,"WRECK & ROLL AUTOBODY INC,6652 N WESTERN AVE",1ST,60645
+8369,4788,41,638,UNITED CLUB,11601 W TOUHY AVE B T-1,60666
+8370,47885,28,NaN,URBAN WEAR,3973 W MADISON ST LOWER LEVEL STALL 7,60624
+8371,47902,48,NaN,MANE CONCEPTS HAIR DESIGN SALO,1241 W DEVON AVE 1ST,60660
+8372,47915,19,NaN,KLEES GOLF SHOP,10436 S WESTERN AVE 1ST,60643
+8373,47945,37,NaN,SAVE MORE MART INC,5538 W NORTH AVE # 1ST,60639
+8374,47953,28,NaN,TAYLOR TOTS CHILD DEVELOPMENT,1417 W TAYLOR ST 1 & 2,60607
+8375,48000,32,NaN,A WALK IN THE PARK,2144 N WOOD ST 1ST,60614
+8376,48003,20,NaN,FRANKLIN ALLEN,5522 S INDIANA AVE,60637
+8377,48007,42,823,"LAKEFRONT CHILDREN'S ACADEMY,400 E RANDOLPH ST",1,60601
+8378,48009,42,NaN,"ARK CAPITAL MANAGEMENT,150 N WACKER DR",2360,60606
+8379,48037,47,NaN,J-HEE CLEANERS,1750 W WILSON AVE,60640
+8380,48055,2,NaN,HRT INTERNET LLC,2126 N WAYNE AVE 1ST,60614
+8381,48099,42,NaN,"SIGN-ME-UP-COM,440 N WELLS ST",500,60610
+8382,48108,2,NaN,"AVVENTURA,835 N MICHIGAN AVE",4TH L,60611
+8383,48119,8,197,LIBERTY TAX SERVICE,1918 E 79TH ST,60649
+8384,48127,49,NaN,IBIS DESIGN INC,7325 N PAULINA ST 1ST,60626
+8385,48129,12,NaN,GENTNER FABRICATION INC.,3720 S ALBANY AVE 1,60632
+8386,48144,27,NaN,"LOWITZ & SONS INC,805 W RANDOLPH ST",200,60607
+8387,48147,44,717,BALLINGARY MANAGEMENT,3700 N SOUTHPORT AVE,60613
+8388,48159,42,NaN,"ENVIRONMENTAL SERVICES OF ILL,432 N CLARK ST",203,60610
+8389,48180,39,NaN,WINDY CITY GRANITE CO,4159 W MONTROSE AVE 1ST,60641
+8390,48199,11,720,ST. JEROME HOLY NAME SOCIETY,2801 S PRINCETON AVE,60616
+8391,48212,35,NaN,CARE OPTIONS INC,3450 W IRVING PARK RD 1ST,60618
+8392,48247,9,NaN,"MARINA DEVELOPMENTS INC,1258",-01300 E 138TH ST 1ST,60827
+8393,48326,16,NaN,ACOM INC,6240 S HALSTED ST,60621
+8394,48333,42,923,"DIMEND SCAASI,5 S WABASH AVE",1734,60603
+8395,48336,17,NaN,C HIBLER CONSTRUCTION,6840 S ELIZABETH ST 1ST,60636
+8396,48369,30,NaN,F & G REMODELING,2959 N PULASKI RD 1,60641
+8397,48388,43,NaN,ENDO EXO APOTHERAPHY,2034 N HALSTED ST,60614
+8398,48401,9,763,TED BEAUTY SUPPLY INC,11532 S MICHIGAN AVE 1ST,60628
+8399,48426,39,NaN,EDENS DRY CLEANERS,4742 W PETERSON AVE 1ST,60646
+8400,48428,32,609,DOGS DAY INN CORP.,1719 W WRIGHTWOOD AVE 1ST,60614
+8401,48437,38,NaN,"CREATIVE EDGE,3606 N NEW ENGLAND AVE",1,60634
+8402,48457,34,NaN,CROSS DECORATING SERVICE,12432 S HARVARD AVE 1ST,60628
+8403,48472,47,NaN,"HDI TECHNOLOGIES INC,1744 W MONTROSE AVE",1F,60613
+8404,48484,22,NaN,ANEELINA GONZALEZ,4027 W 26TH ST 1ST,60623
+8405,48489,8,NaN,W G N SIGN CO,7984 S SOUTH CHICAGO AVE 1ST,60617
+8406,48522,12,NaN,JOHN J KEON SR,4100 S ASHLAND AVE 1ST,60609
+8407,48537,9,NaN,WILLS MEDICAL BILLINGS,12308 S INDIANA AVE 1ST,60628
+8408,48552,12,NaN,olivet transport inc.,1821 W 33RD PL,60608
+8409,48573,37,NaN,WESTSIDE HEALTH AUTHORITY,5437 W DIVISION ST 1ST,60651
+8410,48578,23,NaN,"R T BEVERAGE,6850 W 63RD ST",1ST,60638
+8411,48597,45,NaN,"THREE ARROWS INC,5678 N MILWAUKEE AVE",1ST,60646
+8412,48614,12,724,S F A INDUSTRAIL STITCHING,2931 W PERSHING RD 1ST,60632
+8413,48620,26,NaN,MOSAICOS JALISCO,1513 N PULASKI RD 1ST,60651
+8414,48660,44,NaN,REMODELING EXPERTS CORP,3406 N BOSWORTH AVE 1ST,60657
+8415,48695,25,673,CENTRO REALTY & DEVELOPMENT GROUP INC.,1800 W CERMAK RD 1,60608
+8416,48742,45,794,CHICAGO SPIES,4407 N MILWAUKEE AVE,60630
+8417,48744,48,638,"WING HOE RESTAURANT,5356 N SHERIDAN RD",1ST &,60640
+8418,48748,25,NaN,"PRIVATE 1 HAIR SALON INC.,2124 S ARCHER AVE",A,60616
+8419,48751,25,NaN,NEIGHBOR'S GENERAL CONST.,2005 S ALLPORT ST,60608
+8420,48784,39,NaN,CONSTRUCTIVE HOME REPAIR INC.,4330 N LOWELL AVE,60641
+8421,48785,3,NaN,BROOKLINE MFG COMPANY,2021 S WABASH AVE,60616
+8422,48790,45,NaN,J.V.D.B & ASSOCIATES INC,3949 N PULASKI RD,60641
+8423,48842,19,NaN,"STUTZ CONSTRUCTION INC,10845 S CALIFORNIA AVE",HOME,60655
+8424,48847,10,NaN,MILLENIUM MUFFLER BRAKES INC,3929 E 106TH ST 1ST,60617
+8425,48887,8,NaN,FRONTLINE BOOK & CRAFT,7453 S COTTAGE GROVE AVE,60619
+8426,48893,13,NaN,"HOME COURT INSPECTIONS,5623 S KILDARE AVE",1ST,60629
+8427,48894,1,NaN,FIRST CAPITAL MORTGAGE CORP.,2561 W FULLERTON AVE,60647
+8428,48897,27,NaN,"BUKIETY INC,2000 W CARROLL AVE",104,60612
+8429,48942,27,NaN,PETCARE PLUS LTD,1212 W GRAND AVE 1ST,60642
+8430,49024,8,NaN,CREATIVE BODY DESIGN,8135 S STONY ISLAND AVE,60617
+8431,49043,11,NaN,VAN DER BOSCH INC.,3949 S RACINE AVE,60609
+8432,49084,10,779 | 712,JALPA AUTO REPAIR,10336 S INDIANAPOLIS AVE 1ST,60617
+8433,49201,31,NaN,INT'L BODY JEWELRY & TATTOO_SU,3024 N CICERO AVE 1ST,60641
+8434,49208,42,NaN,"CHICAGO FINANCIAL SERVICES INC,520 W ERIE ST",240,60610
+8435,49237,17,NaN,A & A ELECTRONICS,7026 S WESTERN AVE 1ST,60636
+8436,49263,31,NaN,LOW-RATE SEWERS,3118 N KNOX AVE 1ST,60641
+8437,4927,25,775,GLORIA'S TACOS,1755 W 18TH ST # 1ST,60608
+8438,49307,27,NaN,VAN BUREN PARK APARTMENTS,2045 W JACKSON BLVD 1ST,60612
+8439,49318,33,NaN,MODERN HOME FURNISHING,3030 W LAWRENCE AVE,60625
+8440,49326,37,NaN,"FEDERRICO'S BODY SHOP,4857 W DIVISION ST",REAR,60651
+8441,49331,16,NaN,LAVANDERIA EL SOL,2819 W 55TH ST,60632
+8442,49336,1,NaN,"THYME CAFE,1540 N MILWAUKEE AVE",FIRST,60622
+8443,49351,47,NaN,BUILDING EMPIRES INC,3817 N DAMEN AVE 1ST,60618
+8444,49354,1,638,MR. TACO RESTAURANT #2,821 N ASHLAND AVE 1ST,60622
+8445,49369,27,775,FINKEL'S ON THE RIVER INC,926 N NORTH BRANCH ST 1ST,60622
+8446,49379,38,NaN,BANCMART INC,7100 W ADDISON ST,60634
+8447,49390,19,NaN,"HUGGIE BEAR CHRISTIAN ACADEMY,1808",-01810 W 99TH ST 1ST,60643
+8448,49409,28,NaN,THE WATERHOSE HAND CARWASH,1404 S WESTERN AVE,60608
+8449,49411,30,638,TAQUERIA LA OAXAQUENA,3382 N MILWAUKEE AVE 1,60641
+8450,49412,25,720,St. Pius V Church,1919 S ASHLAND AVE,60608
+8451,49424,27,NaN,"PUNJAB AUTO WERKSINC,1930 W HUBBARD ST",1,60622
+8452,49433,4,NaN,"DEFINITIVE SOLUTIONS INC,601 S LA SALLE ST",700,60605
+8453,49456,40,NaN,"VARGAS MECHANICAL INC,5875 N LINCOLN AVE",128,60659
+8454,49474,49,NaN,SANDRA J LERNER,1425 W ESTES AVE,60626
+8455,49554,2,NaN,CONSTRUCTION AND DESIGN,2112 W WALTON ST 1ST,60622
+8456,49610,14,894,MICKIE'S HAIR & NAIL TECH,5742 S ARCHER AVE MAIN,60638
+8457,49627,10,NaN,W.S.W. INDUSTRIAL MAINTENANCE,2701 E 105TH ST 1ST,60617
+8458,4964,21,NaN,OSTOMY CENTER ICU COMPANY,9245 S ASHLAND AVE,60620
+8459,4966,14,NaN,DIMENSION CRAFT INC,2600 W 50TH ST,60632
+8460,49677,31,NaN,J. BRADTKE ANTIQUE MOVERS INC.,4722 W FULLERTON AVE REAR,60639
+8461,49679,25,864,EL TAPATIO GROCERS WHLSE INC,2021 W 18TH ST 1ST,60608
+8462,49687,25,NaN,EZBUYPHONES.COM INC.,247 W CERMAK RD,60616
+8463,497,27,NaN,"PRAIRIE MATERIAL SALESINC.,901 N SANGAMON ST",1ST,60642
+8464,49742,50,NaN,MEDICAL OFFICE LEASING INC.,2710 W DEVON AVE 3RD,60659
+8465,49785,33,638,"PALMA RESTAURANT & CAFE,4114 N KEDZIE AVE",FIRST,60618
+8466,49793,20,NaN,DOLLAR STATION,4714 S ASHLAND AVE 1ST,60609
+8467,49807,40,NaN,"COVENANT HOME OF CHICAGO,2720 W FOSTER AVE",1,60625
+8468,49843,30,NaN,PHILLIPS ACCOUNTING SERVICE,2919 N MULLIGAN AVE 1ST,60634
+8469,499,42,775,"CITIGROUP GLOBAL MARKETS INC.,190 S LA SALLE ST",2900,60603
+8470,49910,26,674,OLEG HEATING & COOLING CORP.,2632 W SUPERIOR ST 2,60612
+8471,49959,43,673,J.M. HOME IMPROVEMENTS,1123 W WEBSTER AVE 2ND,60614
+8472,49993,42,775,SAKURA HOUSE,500 W MADISON ST 1ST,60661
+8473,50,10,775,T'S VENDING,9801 S EWING AVE,60617
+8474,50004,33,708,NEW KEDZIE-WILSON CURRENCY EXCHANGE INC.,4601 N KEDZIE AVE 1ST,60625
+8475,50021,40,NaN,DIANA'S HAIR DESIGN,5413 N LINCOLN AVE 1ST,60625
+8476,50029,15,902,GARCIA'S HEATING & AIR INC.,2640 W 47TH ST,60632
+8477,50031,43,NaN,"PIGGY TOES ""A CHILDRENS SHOE BOUTIQUE""",2205 N HALSTED ST 1ST,60614
+8478,50133,39,724,TRAN PHONG CONTRACTOR,5013 N MONTICELLO AVE,60625
+8479,50151,11,NaN,EARTHNET CONSULTING,1213 W 33RD ST,60608
+8480,50161,47,784,LOU MALNALTI'S PIZZERIA,4340 N LINCOLN AVE 1ST,60618
+8481,50168,4,775,GIOIA CHOCALATES & GELATO,333 S STATE ST 1ST,60604
+8482,50180,40,NaN,"DIGITAL INNOVATORS LTD,5100 N RAVENSWOOD AVE",100,60640
+8483,50183,39,NaN,E E HEATING & COOLING,5243 N ELSTON AVE 1 A,60630
+8484,50198,47,NaN,"CARAVAN BEADS OF CHICAGO INC.,3361 N LINCOLN AVE",1ST,60657
+8485,50210,19,NaN,"CADE BROTHERS TAX SERVICE,1439 W 103RD ST",1,60643
+8486,50263,17,829,J & J LOUNGE,7656 S HALSTED ST 1ST,60620
+8487,50264,21,829,JOURNEY INN,8022 S RACINE AVE 1ST,60620
+8488,50268,25,829,BUTCH'S TAP,1801 W 19TH ST 1ST,60608
+8489,50273,36,829,NARRAGANSETT INN,2913 N NARRAGANSETT AVE 1ST,60634
+8490,50275,7,NaN,NEW PHILLIP LOUNGE,2434 E 87TH ST 1,60617
+8491,50277,27,NaN,007 LOUNGE,600 N KEDZIE AVE 1ST,60612
+8492,50279,43,829,ROSA'S LOUNGE,2656 N LINCOLN AVE 1ST,60614
+8493,50282,24,829,BRIANS LOUNGE,3245 W 16TH ST 1ST,60623
+8494,50286,5,829,MIDTOWN LOUNGE,7259 S ELLIS AVE 1ST,60619
+8495,50310,34,NaN,"DANNYS BARBER & BEAUTY SALON,239",-00241 W 119TH ST 1ST,60628
+8496,50311,12,NaN,RAMIREZ BARBER SHOP,2875 W CERMAK RD 1ST,60623
+8497,50319,50,NaN,"ROSS BARBER SHOP,2813 W DEVON AVE",MAIN,60659
+8498,5032,27,NaN,TIPRE HARDWARE,227 W NORTH AVE,60610
+8499,50322,28,NaN,ADAM'S BARBER SHOP,5138 W MADISON ST,60644
+8500,50323,16,NaN,"DELMAR'S BARBER SHOP,6459 S MORGAN ST",1ST,60621
+8501,5033,13,763,DOMINICK'S # 73/2073,7050 S PULASKI RD,60629
+8502,50336,8,NaN,"LARNELL ADAMS,8835 S STONY ISLAND AVE",1,60617
+8503,50369,25,864,COCA-COLA BOTTLING CO OF CHGO,1440 W CERMAK RD 1ST,60608
+8504,50377,29,NaN,WASHOUT INN,5951 W CHICAGO AVE 1ST,60651
+8505,50403,42,NaN,CHARLOTTE CAESAR TRAVEL,104 S MICHIGAN AVE # 517,60603
+8506,5041,42,666,AVIS RENT A CAR SYSTEMS INC,214 N CLARK ST,60601
+8507,50442,20,829,"IMLA LOUNGE,1116 W 51ST ST",1ST,60609
+8508,50447,20,NaN,LONNIE'S AUTO REPAIR,6715 S SOUTH CHICAGO AVE 1ST,60637
+8509,50450,27,NaN,WILLIE JACKSON,42 N PAULINA ST 1ST,60612
+8510,50457,43,775,THE APPLE MARKET,2345 N CLARK ST 1ST,60614
+8511,50462,6,775,B & B FOOD MART,381 E 69TH ST 1ST,60637
+8512,50472,34,NaN,YOUNGS AUTO SUPPLY CO INC,12853 S HALSTED ST,60628
+8513,50476,48,699,SHERIDAN SHORES CARE & REHAB,5838 N SHERIDAN RD 1ST,60660
+8514,50481,22,NaN,"ALFEDO LINARES SR.,2458 S TRUMBULL AVE",1ST,60623
+8515,50501,2,829,J & M TAP,957 N LEAVITT ST 1ST,60622
+8516,50515,12,NaN,KIRK TIRE SALES,3601 S WESTERN AVE # 1ST,60609
+8517,50521,37,NaN,"PYRAMID DESIGN,4545 W DIVISION ST",1ST,60651
+8518,50534,22,NaN,"MARINE OIL TERMINAL INC,4100 S CICERO AVE",1,60650
+8519,50541,24,NaN,"DOWNING'S GROCERY,3828 W CERMAK RD",1ST,60623
+8520,50545,1,NaN,"Joe's Barbershop Chicago,2641 W FULLERTON AVE",1ST,60647
+8521,50561,25,NaN,JOSE SANDOVAL,1700 W CULLERTON ST,60608
+8522,50563,43,NaN,"MILITO'S CAR WASH INC,1112 W FULLERTON AVE",1,60614
+8523,50570,1,NaN,"BAYANIHAN,AUTO REPAIR",1514 N WESTERN AVE 1ST,60622
+8524,50572,10,775,LA MEXICANA MEAT MARKET,9022 S COMMERCIAL AVE,60617
+8525,50595,6,NaN,ELLIS LONG,547 E 71ST ST 1ST,60619
+8526,50626,9,712,A P M AUTOMOTIVE,556 E 95TH ST 1ST,60619
+8527,50666,33,829,NELLY'S SALOON INC.,3256 N ELSTON AVE 1ST #,60618
+8528,50690,34,NaN,FRANK'S AUTO REPAIR,1119 W 115TH ST 1ST,60643
+8529,50695,20,NaN,AERO AUTO REPAIR,221 W 65TH ST,60621
+8530,50700,40,NaN,"ASH'S MAGIC SHOP,4955 N WESTERN AVE",1,60625
+8531,5071,14,NaN,"CROWN TRAILER COMPANY,4601 W 49TH ST",1,60632
+8532,50722,35,NaN,WASH OUT INN #4,3459 W MONTROSE AVE,60618
+8533,50724,1,NaN,OSCAR WASTYN CYCLES,2634 W FULLERTON AVE 1ST,60647
+8534,50746,28,NaN,"OUT OF THE PAST RECORD,4407 W MADISON ST",1ST,60624
+8535,50752,36,NaN,MARION COLOR LAB,5800 W ADDISON ST,60634
+8536,50811,45,NaN,FIRST SECONDS RESALE,4266 N MILWAUKEE AVE 1ST,60641
+8537,50833,44,829,SLUGGERS,3540 N CLARK ST 1ST,60657
+8538,50834,6,NaN,ROOTS WIGS,749 E 75TH ST 1ST,60619
+8539,50838,12,NaN,CORRAL GAS STATION,2256 S KEDZIE AVE 1ST,60623
+8540,50848,14,NaN,ROCKET AUTO SALES,5552 S ARCHER AVE 1,60638
+8541,50849,2,NaN,"GAMERS PARADISE,835 N MICHIGAN AVE",8031,60611
+8542,50864,9,NaN,WILLIE LOUIS WEST,8726 S CLUMET AVE 1,60619
+8543,50908,31,NaN,SURF LAUNDERETTE,5046 W FULLERTON AVE 1ST,60639
+8544,50930,23,NaN,"OIL EXPRESS,6001 S PULASKI RD",1,60629
+8545,50936,15,NaN,"MARIA NEEDLE CRAFT,1811 W 47TH ST",1,60609
+8546,50942,10,NaN,"VETS,BAIT SHOP",10150 S INDIANAPOLIS AVE 1ST,60617
+8547,50968,32,NaN,LEO'S VIDEO,3151 W DIVERSEY AVE 1ST,60647
+8548,50970,1,NaN,"RUBY'S NOVELTY,1649 W CHICAGO AVE",1,60622
+8549,50993,32,NaN,RODRIGUEZ'S A TO Z AUTO SERVICE,2439 N ASHLAND AVE 1ST,60614
+8550,50999,14,NaN,CUSTOM PAINT PARLOR,3451 W 51ST ST 1ST,60632
+8551,51,42,829,O'NEIL'S BAR & GRILL,152 E ONTARIO ST,60611
+8552,51014,43,775,LA ROCCIA,1909 N LINCOLN AVE BSMT,60614
+8553,51030,8,NaN,"DIXON HAIR AFFAIR,806 E 81ST ST",FIRST,60619
+8554,51043,42,NaN,"BETTY M SHOWROOM,222 W MERCHANDISE MART PLZ",1684,60654
+8555,51054,15,NaN,"SANCHEZ BROTHERS,1942 W 47TH ST",1,60609
+8556,51062,1,NaN,WESTERN BODY SHOP,2426 N WESTERN AVE 1ST,60647
+8557,51063,24,NaN,EVA'S BEAUTY SALON,3112 W CERMAK RD 1ST,60623
+8558,5108,42,NaN,XEROX CORPORATION,203 N WABASH AVE 8 805-814,60601
+8559,51090,16,NaN,EARL SCHEIB,6647 S WESTERN AVE 1ST,60636
+8560,51098,11,929,"KIM ANJIE IND,1611 S NEWBERRY AVE",FIRST,60608
+8561,51106,42,NaN,"SHANKER NEWS PAPERSTAND,2 W GRAND AVE",LL,60610
+8562,51136,42,NaN,"FIXTURES FURNITURE,222 W MERCHANDISE MART PLZ",1140,60654
+8563,51139,42,NaN,"DAVIS FURNITURE INDUSTRIES INC,222 W MERCHANDISE MART PLZ",3-115,60654
+8564,51143,38,894,"CLASSIC CUTS,4317 N CENTRAL AVE",1,60634
+8565,51149,42,NaN,PARENTEAU STUDIOS,230 W HURON ST 1ST 5,60610
+8566,51156,42,NaN,FEDERAL EXPRESS CORPORATION,136 S DEARBORN ST,60603
+8567,51162,12,NaN,"TOM-KID FASHION,3101 W 26TH ST",C-173,60623
+8568,51163,40,NaN,KITTY'S BOUTIQUE,4947 N DAMEN AVE 1ST,60625
+8569,51185,31,NaN,R R ROOFING & CONSTRUCTION CO,4632 W FULLERTON AVE 1ST,60639
+8570,51192,45,NaN,THE CROSS STITCH PLACE,6154 W HIGGINS AVE 1ST,60630
+8571,51198,31,NaN,"LOVE OF LEARNING CHILD DEVELOP,5307-5309 W DIVERSEY AVE",1,60639
+8572,51199,13,NaN,OIL EXPRESS,6330 S CICERO AVE 1ST,60638
+8573,51208,48,763,TAN THANH BOOK & GIFT CO,1135 W ARGYLE ST 1ST,60640
+8574,51212,47,NaN,"TIGERS BODY SHOP,3604 N LINCOLN AVE",1,60613
+8575,51232,5,NaN,A + SELF STORAGE,6822 S STONY ISLAND AVE 1ST,60649
+8576,51239,24,NaN,"IVORY CLEANERS,3857 W ROOSEVELT RD",1ST,60624
+8577,51254,31,NaN,DEPENDABLE AUTO SALES,2845 N CICERO AVE 1ST,60641
+8578,51271,42,NaN,"NAILS BY ANN LOMBARDI,233 E ERIE ST",301,60611
+8579,51274,17,NaN,EMPORIUM,938 W 79TH ST 1ST,60620
+8580,51278,38,894,kAREN hAIR M,7644 W BELMONT AVE,60634
+8581,51323,42,NaN,JAMES H LOWRY/ASSOCIATES INC,111 E WACKER DR 27/28 2800,60601
+8582,51335,6,NaN,SEALS BEAUTY SALON,646 E 75TH ST,60619
+8583,51357,20,NaN,ZIMMERMAN SHOE CORP,4808 S JUSTINE ST,60609
+8584,51376,37,NaN,FOUR SEASONS,5225 W NORTH AVE,60639
+8585,51379,39,NaN,"AARON HEATING & AIR CONDITION,4108 N PULASKI RD",1,60641
+8586,51395,48,NaN,SALON 64,1064 W BRYN MAWR AVE 1ST,60660
+8587,51405,47,NaN,SUN DISCOUNT MART,2037 W BELLE PLAINE AVE 1ST,60618
+8588,5145,12,929,KIRBY SHEET METAL WORKS,4209 S WESTERN AVE,60609
+8589,51464,36,894,HOUSE OF CAPELLI BEAUTY SHOP,6704 W BELMONT AVE 1ST,60634
+8590,51469,24,775,FULLER & LEWIS GROCER,3600 W 15TH ST 1ST,60623
+8591,5147,42,NaN,"MAHARAM FABRIC CORP,222 W MERCHANDISE MART PLZ",1188,60654
+8592,51489,50,NaN,"SUPERCUTS IL379,6009 N LINCOLN AVE",1,60659
+8593,51496,25,NaN,"MARTINEZ AUTO SERVICE,1308 W 21ST ST",1,60608
+8594,51507,41,NaN,CLOTHES HANGER BTQ LTD,11601 W TOUHY AVE ARCADE LEVEL,60666
+8595,51511,29,894,"O K BARBER SHOP,5427 W HARRISON ST",1,60644
+8596,51518,15,NaN,"C & C AUTO REPAIR,5804 S DAMEN AVE",4,60636
+8597,5152,43,638,KINCADE'S,952 W ARMITAGE AVE LOWER #,60614
+8598,51523,5,NaN,AARCO TRAVEL AGENCY,2226 E 71ST ST,60649
+8599,51529,47,774,7-ELEVEN,4116 N CLARK ST,60613
+8600,51536,44,NaN,THE INK SPOT INC.,3311 N HALSTED ST 1ST,60657
+8601,51544,48,NaN,"OCANA TIRE SHOP #2,5521 N CLARK ST",1ST,60640
+8602,51585,42,NaN,PAVO REAL,900 N MICHIGAN AVE 5TH,60611
+8603,51600,12,624,"A & G TIENDA DE SEGUNDA,2300 S CALIFORNIA AVE",FIRST,60608
+8604,51613,31,NaN,"ANDRIANI BEAUTY SHOP,3004 N CENTRAL AVE",1ST,60634
+8605,51625,12,NaN,CHICAGO CARPET CENTER INC,4525 S WESTERN BLVD,60609
+8606,51635,1,NaN,HEADS & THREADS BOUTIQUE,1254 N MILWAUKEE AVE 1ST,60622
+8607,51637,4,894,RAYZOR'S EDGE SALON,3453 S PRAIRIE AVE 1ST,60616
+8608,51643,38,894,ANGELIQUE HAIR DESIGN,7041 W ADDISON ST 1ST,60634
+8609,5167,27,NaN,MIDWAY WHOLESALERS,1030 W DIVISION ST,60622
+8610,51716,11,NaN,JOE'S BARBER SHOP,536 W 26TH ST 1ST,60616
+8611,51722,2,NaN,"MAGNIFICENT MILE FURS INC,166 E SUPERIOR ST",1,60611
+8612,51723,44,NaN,YOUR ADVANTAGAE TENNIS SHOP,3719 N ASHLAND AVE,60613
+8613,51734,14,NaN,"HAIR TEASERS,4346 W 51ST ST",1ST,60632
+8614,51740,47,NaN,TRE AMBIANCE,3335 N LINCOLN AVE 1ST,60657
+8615,51741,32,NaN,ROBERT L FRIEDLANDER,2121 W WEBSTER AVE 1ST,60647
+8616,51745,25,NaN,"DILLON POWER GROUP,329 W 18TH ST",309,60616
+8617,51812,30,774,STANLEY'S SAUSAGE SHOP,3648 W BELMONT AVE 1ST,60618
+8618,51816,22,NaN,"ECONOMY AUTO BODY & REPAIR,3415 W CERMAK RD",1,60623
+8619,51823,42,NaN,"HUBBARD STREET HAIR STUDIO,68 W HUBBARD ST",1,60610
+8620,51870,2,NaN,PRETTY NAILS,200 E CHESTNUT ST LL,60611
+8621,51927,43,NaN,ULTIMATE EXPOSURE,551 W DIVERSEY PKWY # 1ST,60614
+8622,51936,7,NaN,BURRIS & SONS HEATING/COOLING,7850 S COLFAX AVE 1ST,60649
+8623,51938,27,NaN,FREDRIC STEIN PHOTOGRAPHER,2156 W FULTON ST 2ND,60612
+8624,51951,1,NaN,"ENTERPRISE PRINTERS,1749 W CHICAGO AVE",1,60622
+8625,51971,42,NaN,ALVINA JEWELERS & WATCH REPAIR,135 S LA SALLE ST LOWER ARCADE B38,60603
+8626,51991,50,NaN,PHASE II GALLERY,2737 W DEVON AVE 1ST,60659
+8627,52016,4,763,THE EVEREST ROOM,440 S LA SALLE ST 40TH,60605
+8628,52044,2,NaN,"SPARKLE CLEANERS,22 E ELM ST",1ST,60611
+8629,52048,49,NaN,"HOWARD'S TIRE SHOP,1535",-00037 W HOWARD ST 1ST,60626
+8630,52063,27,763,"DISCOUNT SNACK SHOP,954 W WASHINGTON BLVD",1,60607
+8631,52077,27,864,EL CUBANO WHLSE MEAT INC,926 W FULTON MARKET,60607
+8632,52086,47,NaN,"HARMONY TRADING CO,4500 N CLARK ST",1,60640
+8633,52095,42,911,OVERLAND SHEEPSKIN CO. INC.,500 N MICHIGAN AVE 1ST 102,60611
+8634,52096,44,NaN,"NEW DAYS,3149 N BROADWAY",1ST,60657
+8635,5210,27,708 | 602,Product Productions INC,1850 W HUBBARD ST 1,60622
+8636,52100,41,NaN,"FLORENCE L BONA CO,6645 N OLIPHANT AVE",F,60631
+8637,52107,45,NaN,"S & T AUTO,3840 N KILBOURN AVE",1ST,60641
+8638,52121,3,NaN,BLOSSOMS OF HAWAII,74 E PERSHING RD 1ST 1,60653
+8639,52145,1,NaN,"MR G CLEANERS,2412 N WESTERN AVE",1ST,60647
+8640,5218,46,775,VICTORIA ROSA,1027 W WILSON AVE # 1ST,60640
+8641,52180,33,NaN,HOLMAN & NACHTWEY,4241 N KEDZIE AVE 1ST,60618
+8642,52189,38,NaN,"TOTAL REFLECTION'S HAIR,7723 W ADDISON ST",1,60634
+8643,52191,17,NaN,WALLS TRANSPORTATION INC,1515 W 74TH ST 1ST,60636
+8644,52195,25,NaN,"ALL AMERICAN CARPET & FURN CLE,2350 S LEAVITT ST",1,60608
+8645,52217,34,NaN,"UNION ELECTRIC CO,9907 S UNION AVE",1,60628
+8646,52220,8,NaN,"MODERN BEAUTY SUPPLY,1325,-27 E 79TH ST",1,60619
+8647,52234,42,NaN,"AIR - INDIA,33 N DEARBORN ST",2425,60602
+8648,52239,42,NaN,EPKO INDUSTRIES INC,222 W MERCHANDISE MART PLZ 10-155,60654
+8649,52274,26,NaN,"WOOD CREATIONS INC.,3918 W SHAKESPEARE AVE",1ST,60647
+8650,52280,40,NaN,KEREN'S BRIDAL SHOP,6526 N CLARK ST 1ST,60626
+8651,52312,42,NaN,"FNBC LEASING CORPORATION,76 W MONROE ST",FIRST,60603
+8652,52316,45,611,"PINK POODLE DOG BOUTIQUE,5510 W LAWRENCE AVE",1,60630
+8653,52354,17,NaN,CREACIONES UNISEX,3115 W 63RD ST 1ST,60629
+8654,52367,29,NaN,COLUMBUS PARK HEAD START,500 S CENTRAL AVE 1ST,60644
+8655,52371,47,NaN,SOUTH EAST ASIA CENTER,5120 N BROADWAY,60640
+8656,52398,1,NaN,FASHION BOX,1645 W CHICAGO AVE 1ST,60622
+8657,52434,25,775,"MAXIM'S BAKERY,2215 S WENTWORTH AVE",1,60616
+8658,52441,6,NaN,CHARLEE & CO,7458 S LANGLEY AVE 1ST,60619
+8659,52461,21,829,THERE LOUNGE,8235 S ASHLAND AVE # 1ST,60620
+8660,52479,15,NaN,AGENCIA Y NOTARIA CADENA,1642 W 47TH ST 1ST,60609
+8661,52498,47,NaN,CAVALIER ANTIQUE LIGHTING,4412 N ASHLAND AVE 1ST,60640
+8662,52512,45,NaN,HAIR STUDIO,5243 N CENTRAL AVE,60630
+8663,5252,25,NaN,CHEHADE GROCERY & LIQUOR,2024 S LEAVITT ST 1ST,60608
+8664,52529,30,NaN,"CLEAN QUEEN LAUNDROMAT,3056 N MILWAUKEE AVE",1,60618
+8665,52530,17,NaN,"SAM'S AUTO SALES,6815 S WESTERN AVE",1,60636
+8666,52540,21,NaN,"LILLIAN SALON,8320 S ASHLAND AVE",1,60620
+8667,52566,25,864,"ATOM BANANA INC,2404 S WOLCOTT AVE",10-12,60608
+8668,52576,1,904 | 144,Supercuts #90907,2048 W DIVISION ST 1,60622
+8669,52597,12,NaN,"FASHION CHOICE,3101 W 26TH ST",1ST,60623
+8670,52599,12,NaN,P ADAME TIRE SHOP,4250 S ASHLAND AVE,60609
+8671,52603,13,NaN,"S L BODY SHOP,5750 W 63RD ST",1,60638
+8672,52604,10,NaN,"ARMANDO TIRE SHOP,8472 S COMMERCIAL AVE",1,60617
+8673,52607,11,NaN,MONASTERY OF THE HOLY CROSS,3111 S ABERDEEN ST,60608
+8674,52631,36,NaN,HESS TV,6857 W BELMONT AVE,60634
+8675,5265,9,763,"CARNICERIA EL PORVENIR,150 E KENSINGTON AVE",1,60628
+8676,52652,22,NaN,"BERNAL'S TAE KWON DO CENTER,4344 W 26TH ST",1ST,60623
+8677,52695,42,NaN,"TURNER BROADCASTING SALES INC,180 N STETSON AVE",2700,60601
+8678,52697,16,666,"SOUTHTOWN OIL CO,5501 S ASHLAND AVE",1,60636
+8679,5270,3,774,JARDAN FOOD & LIQUOR,317 E GARFIELD BLVD # 1,60637
+8680,52700,28,NaN,N & S BEAUTY & BARBER,151 N HOMAN BLVD 1ST,60624
+8681,52704,18,NaN,"DEB,7601 S CICERO AVE",FORD,60652
+8682,5273,5,775,ALDI #79,7800 S SOUTH CHICAGO AVE,60619
+8683,52737,42,720,EASTER SEAL SOCIETY OF METROPOLITAN CHICAGO INC.,14 E JACKSON BLVD,60604
+8684,52739,48,NaN,"MUSTARD SEED CHRISTIAN BOOK,1143 W SHERIDAN RD",1ST,60660
+8685,52744,29,NaN,"PEARL'S HAIR CLINIC,5806 W DIVISION ST",1ST,60651
+8686,52762,12,NaN,"ROBERTO SERRANO,1755 W 38TH ST",1ST,60609
+8687,52763,47,NaN,WILLIAMS DOWNS,4731 N WESTERN AVE,60625
+8688,52788,8,NaN,"COTTAGE CLEANERS,8111 S COTTAGE GROVE AVE",1ST,60619
+8689,52796,41,NaN,STUDIO OF DANCE & DRAMA,6126 N NORTHWEST HWY 1ST,60631
+8690,528,32,NaN,COLFAX CORPORATION,2441 N LEAVITT ST 1,60647
+8691,52820,42,NaN,"PINDLER & PINDLER INC,222 W MERCHANDISE MART PLZ",6-618,60654
+8692,52824,21,NaN,PAMELA'S PLACE,9308 S HALSTED ST 1ST,60620
+8693,52826,38,NaN,DR RICHARD M ZAJICEK OPTOMET,6500 W IRVING PARK RD 1ST,60634
+8694,52832,50,NaN,"WULKAN MONUMENTS,2718 W TOUHY AVE",1,60645
+8695,52872,14,NaN,"FIDELITY CONSTRUCTION CO,4350 S KEDVALE AVE",1,60632
+8696,52875,42,829,BLUE CHICAGO,536 N CLARK ST 1ST,60610
+8697,52914,28,NaN,COMMUNITY HT AC REF,3409 W MADISON ST,60624
+8698,52943,19,NaN,"PAT'S CAR WASH,10936 S VINCENNES AVE",1,60643
+8699,52949,42,897,George K. Baum & Company,1 N LA SALLE ST 17 1725,60602
+8700,52977,25,NaN,CHINESE PALACE ARTS CO,1836 S CANAL ST 1ST,60616
+8701,52978,2,630,PALETTE,1204 N STATE PKWY 1ST,60610
+8702,52989,48,NaN,DOVE EAST CLEANERS,1132 W THORNDALE AVE 1ST,60660
+8703,5300,27,NaN,HOWARD BJORSON INC,300 N ASHLAND AVE 1ST,60607
+8704,53000,37,NaN,OSORIO IRON WORKS,4501 W THOMAS ST,60651
+8705,53039,42,NaN,J R CIGAR STAND,188 W RANDOLPH ST 1ST,60601
+8706,53049,21,NaN,"WORD LANDSCAPING,9530 S VINCENNES AVE",1ST,60643
+8707,53057,2,NaN,"AUDIO CONSULTANTS INC,839 N CLARK ST",1,60610
+8708,53058,40,NaN,PAINTED LIGHTS PHOTOS,1742 W BALMORAL AVE,60640
+8709,53073,32,NaN,"VALUE PLUS MUFFLER,3349 N DAMEN AVE",1ST,60618
+8710,5308,45,775,"BACK TO NATURE INC,5627 N MILWAUKEE AVE",1,60646
+8711,53084,34,NaN,BLACK PASSION,11018 S HALSTED ST,60628
+8712,53114,45,NaN,ALL-CARE EMPLOYMENT AGENCY,4955 N MILWAUKEE AVE 1ST,60630
+8713,53118,21,NaN,"HANS MOTOR SALES,8424 S HALSTED ST",1,60620
+8714,53121,48,NaN,NEW WORLD WATCH REPAIR SALES,1038 W ARGYLE ST 1ST,60640
+8715,53131,37,NaN,"KARLOV CLEANERS,4058 W DIVISION ST",1,60651
+8716,53135,39,NaN,ALMAS' MANE ATTRACTIONS,6029 N CICERO AVE 1ST,60646
+8717,53154,47,NaN,ADRIATIC SUNSHINE TOURS,4619 N LINCOLN AVE 1ST,60625
+8718,53170,25,NaN,"DOLLAR DAY,1021 W 18TH ST",1,60608
+8719,53192,35,775,LIN'S CHINESE RESTAURANT,3306 W FULLERTON AVE 1ST,60647
+8720,53221,12,894,G & G BARBER SHOP,2875 W CERMAK RD 1ST,60623
+8721,53241,47,NaN,SIGNS NOW,3838 N ASHLAND AVE 1ST,60613
+8722,53246,17,NaN,JOHN & SON'S AUTO,7520 S ASHLAND AVE 1ST,60620
+8723,53251,31,NaN,SARAH'S BRIDAL,5545 W BELMONT AVE 1ST,60641
+8724,53253,17,NaN,"EVA FOX,2250 W 69TH ST",OWNER,60636
+8725,53258,12,NaN,"PK GOLD,3101 W 26TH ST",207,60623
+8726,53273,42,NaN,"METROPOLITAN FURNITURE CORPORATION,222 W MERCHANDISE MART PLZ",1118,60654
+8727,53334,18,NaN,"ANNIE M WILLIS,2535 W 79TH ST",1,60652
+8728,53345,24,NaN,"RP & ASSOCIATES,3044 W CERMAK RD",1ST,60623
+8729,53350,44,NaN,"BOOKWORKS,3444 N CLARK ST",1,60657
+8730,53408,20,NaN,"YOUNG DISCOUNT STORE,821 E 63RD ST",1ST,60637
+8731,5341,42,763,"LIFESTYLE TUCK SHOP,111 N WABASH AVE",LOBBY,60602
+8732,53410,30,NaN,UNITED SUPPLY CO,4550 W BELMONT AVE 1ST,60641
+8733,53455,25,NaN,EVA STATUARY,917 W 18TH ST 2ND,60608
+8734,53481,25,894,QUA FA BEAUTY HOUSE,2243 S WENTWORTH AVE 1ST,60616
+8735,5350,50,775,VIA VENETO,6340 N LINCOLN AVE,60659
+8736,53539,3,NaN,MARCELLA'S BEAUTY SALON,210 E 35TH ST 1ST,60616
+8737,53561,44,NaN,T G NAIL SALON,3337 N SOUTHPORT AVE 1ST,60657
+8738,5358,42,NaN,R R DONNELLEY & SONS CO,77 W WACKER DR,60601
+8739,536,32,NaN,Trade Associates Group Limited,1730 W WRIGHTWOOD AVE,60614
+8740,53604,48,775,"SUSUPUATO RESTAURANT & TAQUERIA,6161 N BROADWAY",1ST,60660
+8741,53605,16,NaN,VILLALOBOS,2015 W 51ST ST,60609
+8742,53615,5,NaN,OSSAMA'S HAIR DESIGN,5100 S CORNELL AVE 1ST,60615
+8743,53617,29,NaN,HALLAGAN OFFICE SUPPLY,6854 W NORTH AVE 1ST,60707
+8744,53629,45,NaN,"ATLAS UNIFORM CO,5943 W LAWRENCE AVE",1,60630
+8745,53632,49,NaN,"SIDNEY TIRE SHOP,6637 N CLARK ST",1,60626
+8746,53641,29,NaN,SUPER WASH LAUNDROMAT 2,5755 W DIVISION ST 1ST,60651
+8747,5366,46,775,"FOOD TOWN,4401 N HAZEL ST",1ST,60640
+8748,53670,14,NaN,BOBBIE,4573 S ARCHER AVE,60632
+8749,53684,36,NaN,"UNIVERSAL SECURITY DEVICES,4877 W ARMITAGE AVE",1ST,60639
+8750,53692,24,NaN,GARDNER ASPHALT CORP,4718 W ROOSEVELT RD 1ST,60644
+8751,53739,25,639,"DORMAN-DUNN POST #547 AMERICAN LEGION,2129 W CERMAK RD",2,60608
+8752,53754,9,NaN,"PALMERS SERVICE LIVERY,30-32 E 111TH ST",2,60628
+8753,53780,41,NaN,IMPERIAL TOURS & TRAVEL,7100 W HIGGINS AVE 1ST D,60656
+8754,5379,42,NaN,"DDB CHICAGO,INC.",200 E RANDOLPH ST,60601
+8755,53790,25,864,"CAFETERIA EMMANUEL,1915 W 19TH ST",1ST,60608
+8756,53806,33,864,LEE'S SEAFOOD MARKET INC,3055 W LAWRENCE AVE 1ST,60625
+8757,53826,16,923,NEW KING'S JEWELRY,2415 W 63RD ST 1ST,60629
+8758,53847,45,829,The Nil Tap,5734 N ELSTON AVE 1ST,60646
+8759,53853,18,NaN,ARAB AMERICAN EDUCATIONAL COUN,3777 W COLUMBUS AVE 1ST,60652
+8760,53854,27,NaN,INTERNATIONAL AUTO CENTER,931 N KEDZIE AVE,60651
+8761,53880,42,648,CAPITOL HILL CLEANERS,305 S DESPLAINES ST,60661
+8762,53914,50,NaN,"ASAP PRINTING,3625 W DEVON AVE",1,60659
+8763,53921,42,704,SPA DI LA FRONZA SALON LTD,151 E WACKER DR CONCOURSE EAST TOWER,60601
+8764,53940,31,NaN,JOLEES,2448 N CICERO AVE 1ST,60639
+8765,53948,47,NaN,MECHANICAL PLUS INC,3462 N LINCOLN AVE 1ST,60657
+8766,53955,19,NaN,EVA'S IMAGINATION,2406 W 111TH ST,60655
+8767,53965,30,NaN,"ELSTON TELEPHONE COMPANY,3447 N PULASKI RD",1ST,60641
+8768,53994,23,NaN,SHUBERT DRAPERIES INC,6806 W ARCHER AVE 1ST,60638
+8769,54008,41,NaN,MARGE'S BEAUTH SALON,7264 W PETERSON AVE 1ST,60631
+8770,54021,31,864,ZORBAS BAKERY,3111 N CENTRAL AVE 1ST,60634
+8771,54026,41,763,CHICAGO NEWS & GIFTS,11601 W TOUHY AVE A&B 1204,60666
+8772,54030,18,NaN,HAIR ZONE,2312 W 79TH ST 1ST,60620
+8773,54052,50,NaN,NATRAJ TRAVEL INC,3601 W DEVON AVE 3RD 302,60659
+8774,54059,40,NaN,BUNOTAX,2244 W FOSTER AVE # 1ST,60625
+8775,54064,8,NaN,ECONOMY GLASS,8586 S SOUTH CHICAGO AVE,60617
+8776,54072,50,NaN,CARD & PARTY GIANT II LTD,6253 N MCCORMICK RD,60659
+8777,54077,42,NaN,"STERLING BUILDERS,500 N MICHIGAN AVE",300,60611
+8778,5409,42,NaN,"ROBERT HALF INTERNATIONAL INC,205 N MICHIGAN AVE",3301,60601
+8779,54102,38,NaN,"AMERICAN TRAVEL ABROAD INC,6601-6615 W IRVING PARK RD",203,60634
+8780,54130,42,NaN,PISTACHIOS,55 E GRAND AVE GROUND B,60611
+8781,54156,32,NaN,"CROWN JEWELRY #504,2500 N MILWAUKEE AVE",UNIT 504,60647
+8782,54168,35,NaN,ELSTON SELF SERVICE WHOLESALE,3716 N ELSTON AVE 1ST,60618
+8783,54206,47,925,EVANSTONIA,4555 N RAVENSWOOD AVE 1ST,60640
+8784,54207,9,NaN,MR MARK'S MENSWEAR,11131 S MICHIGAN AVE 1ST,60628
+8785,54235,25,NaN,ALPHAGRAPHICS,1017 W WASHINGTON BLVD,60607
+8786,54253,6,NaN,KING'S RADIATOR SERVICE,400 E 75TH ST 1ST,60619
+8787,54298,17,NaN,STAR BRITE CLEANERS,1524 W 79TH ST 1ST,60620
+8788,54309,30,NaN,DANO AUTO BODY REPAIR,5534 W FULLERTON AVE 1ST,60639
+8789,54355,12,NaN,A & R Electronic,4100 S ASHLAND AVE,60609
+8790,54359,5,638,"RAMADA INN LAKE SHORE,4900 S CHICAGO BEACH DR",KENWO,60615
+8791,5436,49,699,BIRCHWOOD PLAZA INC.,1426 W BIRCHWOOD AVE 1ST,60626
+8792,5437,43,NaN,CLAYTON RESIDENTIAL HOME INC.,2026 N CLARK ST,60614
+8793,54388,33,NaN,PALETERIA ARCOS IRIS,2950 W BELMONT AVE,60618
+8794,54390,34,NaN,"ROGERS,HANDS ONLY CAR WASH",12901 S HALSTED ST,60628
+8795,54405,42,NaN,LANDAU COSTUME JEWELERS,700 N MICHIGAN AVE 1,60611
+8796,54411,34,NaN,HANK FASHION COVYS,11444 S HALSTED ST 1ST,60628
+8797,54422,10,NaN,"A & G LAUNDROMAT INC,8723 S COMMERCIAL AVE",1ST,60617
+8798,54432,26,NaN,"RAMON,CORONEL,1842 N SPRINGFIELD AVE",1,60647
+8799,5444,27,775,CALIHAN CATERING,833 W HAINES ST 1,60642
+8800,54466,36,NaN,J & D UNIFORMS,5143 W GRAND AVE,60639
+8801,54484,28,NaN,D'STYLE WORLD,6 N KILPATRICK AVE # 1ST,60644
+8802,54498,12,NaN,ROSE,4100 S ASHLAND AVE 1ST,60609
+8803,5450,29,775,AMBASSADOR,7050 W BELMONT AVE 1ST,60634
+8804,54507,19,NaN,AMERICAN WILBERT VAULT,11118 S ROCKWELL ST 1ST,60655
+8805,54513,21,NaN,JOHNSON'S DENTAL CASTING,9103 S ASHLAND AVE 1ST,60620
+8806,54518,12,NaN,SMILE STICH,3115 W 26TH ST 1ST,60623
+8807,5452,32,775,CRIO RESTAURANT,2506-2508 N CLYBOURN AVE 1ST,60614
+8808,54546,27,784,MARCHETTI SPECIAL EVENTS LTD.,825 W ERIE ST 1,60642
+8809,5456,11,775,WAH LEUNG COMPANY INC,2822 S WENTWORTH AVE,60616
+8810,54565,36,NaN,MARTINEZ REMODELING SERVICES,2043 N CICERO AVE 2ND 2N,60639
+8811,54574,42,NaN,"BOLENDER & GAUSEWITZ,222 W MERCHANDISE MART PLZ",1551,60654
+8812,54583,41,NaN,"AVID TECNOLOGY INC,8700 W BRYN MAWR AVE",600 N,60631
+8813,54585,39,NaN,LEE ELSTON AUTO SERVICE,4421 N ELSTON AVE 1ST,60630
+8814,5463,21,775,ASHLAND FOOD AND LIQUORS,1554 W 95TH ST 1ST,60643
+8815,54631,11,NaN,EXPRESS 1/2 HOUR PHOTO INC,3044 S WALLACE ST 1ST,60616
+8816,54637,21,NaN,"WINSTON BROS AUTO,8937 S ASHLAND AVE",1ST,60620
+8817,54652,26,NaN,DOLLAR DAY,3555 W ARMITAGE AVE,60647
+8818,5466,48,829,"BIG CHICKS INC.,5024 N SHERIDAN RD",1ST F,60640
+8819,54662,3,NaN,WINDY CITY FURNITURE,2221 S MICHIGAN AVE 1ST,60616
+8820,54696,38,NaN,PROCOM ENTERPRISES LTD,6615 W IRVING PARK RD 201 #,60634
+8821,54704,49,NaN,ROGERS PARK ANIMAL HOSPITAL,6812 N CLARK ST 1ST,60626
+8822,54731,40,NaN,ROSY'S BEAUTY SHOP,5215 N DAMEN AVE 1ST,60625
+8823,54764,42,807,BEEHIVE SHOEWORKS,540 W MADISON ST LOBBY,60661
+8824,54797,42,NaN,V.F. JEANSWEAR INC,350 N ORLEANS ST 6 672,60654
+8825,54807,39,864,EL GREG,6024 N KEYSTONE AVE 1ST,60646
+8826,54823,36,NaN,B&D SPECIALTY CORP,6913 W GRAND AVE 1ST,60707
+8827,54835,42,NaN,Wolf Camera,750 N RUSH ST,60611
+8828,54869,23,911 | 904,NERI ENTERPRISES,5220 S PULASKI RD 1ST 130-131,60632
+8829,54892,8,NaN,THE AFRICAN HEDONIST,8501 S COTTAGE GROVE AVE 1ST,60619
+8830,54895,42,NaN,"SPINNEYBECK INC,222 W MERCHANDISE MART PLZ",1111,60654
+8831,54896,38,648,MORTON CLEANERS & BRIDAL SHOP,5932 W IRVING PARK RD 1ST,60634
+8832,54910,30,NaN,"KOWENIA J ALEX SERV,3032 N MILWAUKEE AVE",1,60618
+8833,54929,42,NaN,"SUMMER CLASSICS,222 W MERCHANDISE MART PLZ",1556,60654
+8834,54941,33,624,GAMESTOP #402,2929 W ADDISON ST,60618
+8835,54943,1,864,TOM DAMATO'S BAKERY,1322 W GRAND AVE 1ST,60642
+8836,54962,42,NaN,BECAUSE TIME FLIES INC,155 N HARBOR DR 1ST,60601
+8837,54982,19,708,EDWARD D. JONES & CO L.P.,10930 S WESTERN AVE 1,60643
+8838,54996,42,NaN,RAY SHEL ENTERPRISES,222 W MERCHANDISE MART PLZ 16TH 1681,60654
+8839,55041,41,NaN,ERNIE'S TAP,7112 W HIGGINS AVE 1ST,60656
+8840,5505,42,NaN,"The Standard Register Co.,10 S RIVERSIDE PLZ",1810,60606
+8841,55079,45,745,MASSAGE THERAPY CENTER,5785 N MILWAUKEE AVE 1 1,60646
+8842,55096,37,NaN,TEMTCO STEEL,4940 W BLOOMINGDALE AVE,60639
+8843,55098,5,NaN,DOLLISH NAILS,7112 S JEFFERY BLVD 1ST,60649
+8844,55112,9,NaN,"LOLA'S FLOWER BOX & GIFT,330 E 103RD ST",1,60628
+8845,55153,42,NaN,DAUBENSPECK & ASSOCIATES LIMITED,411 W ONTARIO ST,60610
+8846,55169,33,NaN,MAIL-WELL ENVELOPE,3001 N ROCKWELL ST,60618
+8847,55173,35,NaN,ALBANY SQUARE LAUNDROMAT,4445 N PULASKI RD 1ST,60630
+8848,55196,1,NaN,SHOES CENTER,1255 N MILWAUKEE AVE 1ST,60622
+8849,55197,6,NaN,LEAK AND SONS FUNERAL HOME,7838 S COTTAGE GROVE AVE 1ST,60619
+8850,55224,42,NaN,BERNARD GUTTERMAN,220 S STATE ST,60604
+8851,55248,42,NaN,"TRANSAGRA INT'L INC,155 N MICHIGAN AVE",720,60601
+8852,55256,32,NaN,GINGER'S MOBIL,2401 W DIVERSEY AVE 1ST,60647
+8853,55273,39,NaN,"CHICAGO SOFT LTD,6232 N PULASKI RD",402,60646
+8854,55275,41,894,SABIE HAIR SALON,5033 N HARLEM AVE 1ST,60656
+8855,55288,50,NaN,RAAZ INC,2317 W DEVON AVE 1ST,60659
+8856,55324,50,712,OIL PLUS,3400 W PETERSON AVE # 1ST,60659
+8857,55373,9,NaN,M C M LAND COMPANY,1220 E 138TH ST 1ST,60827
+8858,55409,34,NaN,URSULA'S CLOSET BQT,10637 S HALSTED ST,60628
+8859,55416,44,NaN,PHASE I HAIR DESIGNERS,422 W DIVERSEY PKWY 1ST,60614
+8860,55431,47,NaN,PACIFIC CARGO INC,2251 W IRVING PARK RD 1ST,60618
+8861,55443,45,818 | 711,TOM AND JERRY'S AUTO,5644 N NORTHWEST HWY 1ST,60646
+8862,55444,11,NaN,"CTW OF ILL,23 W SOUTH WATER MARKET",1ST,60608
+8863,55447,45,NaN,THE FINNEY CO,4301 N MILWAUKEE AVE 1ST,60641
+8864,55458,30,NaN,MULTISERV,3250 N CENTRAL AVE 1ST,60634
+8865,55464,29,NaN,GINA DENISE COLELLO,2843 N MONT CLARE AVE,60634
+8866,55479,33,NaN,KEDZIE & IRVING 24 HOUR CURRENCY EXCHANGE,3158 W IRVING PARK RD,60618
+8867,55481,3,829,TAC'S COCKTAIL LOUNGE,5114 S PRAIRIE AVE 1ST,60615
+8868,55504,8,NaN,SOUTH SIDE MATERIAL CO,1140 E 78TH ST,60619
+8869,55524,31,NaN,"EXPRESS TRAVEL,3152 N CENTRAL AVE",1,60634
+8870,55526,23,NaN,DURACKA UPHOLSTERY,5145 S ARCHER AVE 1ST,60632
+8871,55530,38,NaN,SAFEWAY CARPETS,3900 N HARLEM AVE 1ST,60634
+8872,55531,44,NaN,C J S,945 W BELMONT AVE 1ST,60657
+8873,55543,6,NaN,O'NEAL TRANSPORTATION,6629 S WENTWORTH AVE 1ST,60621
+8874,55549,11,NaN,HO WAH CONTRACTOR CO,2965 S ARCHER AVE 1ST,60608
+8875,55557,2,NaN,NORTH SAILS MIDWEST,1665 N ELSTON AVE 1ST,60622
+8876,55568,4,775,SOUTH TOWN SUB,240 E 35TH ST 1ST,60616
+8877,55581,32,NaN,MEGA MALL LOCKSMITH,2500 N MILWAUKEE AVE 1ST,60647
+8878,55597,12,911,ADRIANA'S CLOTHING,4100 S ASHLAND AVE,60609
+8879,55617,40,NaN,VALERIE DECKER,5806 N ROCKWELL ST 2ND,60659
+8880,55621,12,NaN,AVON PRODUCTS,3302 S ASHLAND AVE GROUND,60608
+8881,55622,41,NaN,MIKE'S BARBER SHOP,6680 N NORTHWEST HWY 1ST,60631
+8882,55623,35,NaN,EXPERT CUTS,2708 N SAWYER AVE 1ST,60647
+8883,55634,17,NaN,GEORGE'S BARBER SHOP,1220 W 69TH ST 1ST,60636
+8884,55635,8,NaN,NAN'S VARIETY OF BEAUTY,1910 E 87TH ST 1ST,60617
+8885,55679,36,NaN,GLASS BLOCK FACTORY,6540 W DIVERSEY AVE,60707
+8886,55684,42,NaN,"ECONOMICS RESEARCH ASSOCIATES,20 E JACKSON BLVD",1200,60604
+8887,55705,30,NaN,"VARGAS TAE KWON DO,5809 W DIVERSEY AVE",1,60639
+8888,55715,19,712,"G& L AUTOMOTIVE,9920 S WALDEN PKWY",1ST,60643
+8889,55716,32,925,JOHNSTONE SUPPLY,2525 N ELSTON AVE,60647
+8890,55725,10,NaN,MARU VIP CUTZ,3723 E 106TH ST,60617
+8891,55733,27,NaN,PLYCON VAN LINES INC,329 N BELL AVE 1ST,60612
+8892,55783,22,NaN,RODARTE TAX SERVICES,4227 W 26TH ST 1ST,60623
+8893,55810,8,NaN,HOPE TOWING,8057 S SOUTH CHICAGO AVE 1ST,60617
+8894,55823,41,NaN,PRECISION FINISHING,6678 N NORTHWEST HWY 1ST,60631
+8895,55842,33,NaN,AMERICAN HERITAGE FIREPLACE,3054 N WESTERN AVE,60618
+8896,55848,18,NaN,NAILS UNLIMITED,2045 W 79TH ST 1ST,60620
+8897,55877,27,NaN,K R MILLER CONTRACTORS INC,312 N MAY ST,60607
+8898,55886,49,NaN,KYZZA'S BEAUTY SHOP,7046 N CLARK ST 1ST,60626
+8899,55901,3,829,"THE COTTON CLUB,1710 S MICHIGAN AVE",1ST,60616
+8900,55904,35,NaN,HAMNI TRAVEL,3823 W LAWRENCE AVE,60625
+8901,55937,37,NaN,NAIL DESIGNER,4437 W GRAND AVE 1ST,60639
+8902,55960,19,NaN,EXOTIC WHEEL BOUTIQUE,10101 S WESTERN AVE,60643
+8903,55990,42,NaN,"ROBERTS GLORE & CO. INC.,150 S WACKER DR",250,60606
+8904,56010,19,NaN,D & A ENTERPRISES INC,10929 S ESMOND ST 1ST,60643
+8905,56023,41,NaN,"THE LEE COMPANY,8600 W BRYN MAWR AVE",160N,60631
+8906,5603,41,NaN,SOFTER LITE WINDOW CO,5800 N NORTHWEST HWY,60631
+8907,56056,44,904,NEVER MIND,3240 N CLARK ST 1 1,60657
+8908,56069,42,NaN,"T.R. MCTAGGART,222 W MERCHANDISE MART PLZ",13/640,60654
+8909,56083,37,NaN,T-C BEAUTY SUPPLY,4439 W GRAND AVE # 1ST,60639
+8910,56084,37,NaN,LESTER'S TIRE SHOP,3922 W DIVISION ST 1ST,60651
+8911,56097,47,NaN,L & L AUTO SERVICE INC,4142 N WESTERN AVE # 1,60618
+8912,56099,2,NaN,ASBURY CLEANERS,750 N DEARBORN ST 1ST,60610
+8913,56128,28,NaN,TATA'S AFRICAN HAIR BRAIDING,3003 W MADISON ST,60612
+8914,56134,15,712,RALLY AUTO REPAIR,4324 S WESTERN AVE,60609
+8915,56140,46,687 | 724,MCDuffee Design Group Inc.,4321 N KENMORE AVE 1 1N,60613
+8916,5615,3,NaN,W R WEIS COMPANY INC,2100 S WABASH AVE,60616
+8917,56150,42,NaN,SULLIVANS,222 W MERCHANDISE MART PLZ 14TH 1418,60654
+8918,56166,47,NaN,MAC/AMPS,3622 N ASHLAND AVE 1ST,60613
+8919,56209,46,NaN,BEAUTY ISLAND,4414 N BROADWAY,60640
+8920,56263,46,NaN,"MIHAELA D. ESCALANTE,707 W WAVELAND AVE",1207,60613
+8921,56272,45,NaN,FINISHMASTER INC,5272 N ELSTON AVE 1ST,60630
+8922,56273,19,NaN,LE TRESOR SHOPPE,1861 W 95TH ST GROUND,60643
+8923,56302,42,NaN,THE HARTER GROUP,222 W MERCHANDISE MART PLZ 11TH FL 11-100,60654
+8924,56326,11,NaN,GRAYBAR ELECTRIC COMPANY INC,539 W 14TH PL 1ST,60607
+8925,56332,9,NaN,BEN'S AUTO SALES,10130 S MICHIGAN AVE 1ST,60628
+8926,56368,42,NaN,"Innovative FOTO,233 S WACKER DR",1ST,60606
+8927,5640,43,NaN,WHITE ELEPHANT SHOP,2380 N LINCOLN AVE,60614
+8928,56400,47,NaN,KIMS CLEANERS,1930 W MONTROSE AVE 1ST,60613
+8929,56402,12,NaN,THE BRIDAL SHOP,3115 W 26TH ST 1ST,60623
+8930,56404,42,NaN,"RHR INTERNATIONAL LLP,20 N WACKER DR",1010,60606
+8931,56413,42,NaN,"ABT ASSOCIATES INC,640 N LA SALLE DR",400,60610
+8932,56419,42,NaN,"FIRST ALBANY CAPITAL,29 N WACKER DR",700,60606
+8933,56422,42,NaN,411 CLEANERS,411 W ONTARIO ST 1ST,60610
+8934,56424,28,NaN,THE NEW YOU BEAUTY SALON,722 S RACINE AVE 1ST,60607
+8935,56476,37,NaN,MR CLEAN HAND CAR WASH,5201 W DIVISION ST 1ST,60651
+8936,56502,27,NaN,CLOSET WORKS,1001 W NORTH AVE 1ST,60622
+8937,56550,25,NaN,"MEJICO EXPRESS,1348 W 18TH ST",1,60608
+8938,56557,10,NaN,MAGIC TOUCH DISCOUNT,9126 S COMMERCIAL AVE,60617
+8939,56578,4,NaN,COMPLIANCE PLANNING CORP,4005 S DREXEL BLVD,60653
+8940,56581,39,NaN,GLOBAL E.Z. FINANCING,5106 N CICERO AVE 1ST,60630
+8941,56592,23,NaN,"NAILS YES,5160 S PULASKI RD",108,60632
+8942,56612,50,NaN,ALL AUTOMOTIVE REPAIR DIV TPK,6943 N WESTERN AVE 1ST,60645
+8943,56625,46,NaN,"CHARBELLA HAIR ""N"" BARBER SALON,3832 N BROADWAY",1ST,60613
+8944,56663,12,794,S ZEE LEATHER & GIFTS,3115 W 26TH ST 1ST,60623
+8945,56673,6,775,ADA FOODS,1281 W 71ST ST 1ST,60636
+8946,56719,16,NaN,A & B ENTERPRISE,3034 W 63RD ST,60629
+8947,56747,42,NaN,"CAMBIUM,113",-00119 W HUBBARD ST 1ST,60610
+8948,56748,16,NaN,T.A PAGERS & COMMUNICATIONS,1625 W 63RD ST 1ST,60636
+8949,56782,42,NaN,LOUIS VUITTON,900 N MICHIGAN AVE 1ST,60611
+8950,56800,27,NaN,OLD TOWN NAILS SALON LTD,1433 N WELLS ST 1ST,60610
+8951,56832,32,NaN,Alan Design Studio,2134 N DAMEN AVE 1ST,60647
+8952,56841,14,NaN,9 NAILS,5837 S KEDZIE AVE 1ST,60629
+8953,56842,42,NaN,PREMIER INTERNATIONAL ENTERPRISES INC,221 N LA SALLE ST 9 900,60601
+8954,56868,34,NaN,ALL DRESSED UP,10326 S HALSTED ST,60628
+8955,5687,42,NaN,"LASALLE REPORTING SERVICE LTD,27 E MONROE ST",500,60603
+8956,56870,42,NaN,"I.D.E.A..S. INC,8 S MICHIGAN AVE",2800,60603
+8957,56891,25,NaN,JUDY'S COSMETICS,2136 S ARCHER AVE 1ST,60616
+8958,56893,8,NaN,VANITY BOX,8619 S COTTAGE GROVE AVE 1ST,60619
+8959,56949,40,NaN,A & M FLORES UPHOLSTERY,5000 N LINCOLN AVE 1ST,60625
+8960,56981,27,NaN,ECOLOGY & ENVIRONMENT INC,1308 W RANDOLPH ST 1ST,60607
+8961,57,18,775,ANGIE'S TAVERN,8352 S PULASKI RD,60652
+8962,57052,42,NaN,"TOMMY HO JEWELER,5 S WABASH AVE",1503,60603
+8963,57090,28,NaN,A L MOORE REPAIR SHOP,4815 W LAKE ST 1ST,60644
+8964,57109,42,NaN,MAXIMUS INC.,32 W RANDOLPH ST 10 10,60601
+8965,57142,28,NaN,SOS SUPRLUS INC,2412 W 16TH ST,60608
+8966,57143,31,673 | 602,G & V CONSTRUCTION CO INC,5239 W DIVERSEY AVE 2ND 201,60639
+8967,57151,4,NaN,"MALDEF,542 S DEARBORN ST",750,60605
+8968,57160,23,NaN,"SANGO,5220 S PULASKI RD",C-48,60632
+8969,57195,13,NaN,SOUTHWEST SIGNS INC,5641 W 63RD ST,60638
+8970,57199,7,895,HAPPY NAILS,1637 E 95TH ST 1,60617
+8971,57209,25,NaN,LUIS BARBER SHOP,1612 W 18TH ST # 1ST,60608
+8972,57215,40,NaN,SNAPPY CLEANERS,5870 N LINCOLN AVE 1ST A,60659
+8973,57216,19,NaN,RAPID CONSTRUCTION,10129 S WESTERN AVE,60643
+8974,5722,22,NaN,CALDERON BUILDING INSPECTION,2831 S TRIPP AVE 1ST,60623
+8975,57226,31,NaN,"T & J PLUMBING INC.,5251 W BELMONT AVE",1ST,60641
+8976,57243,3,763,"Y S JEWELRY,2109 S WABASH AVE",C,60616
+8977,57250,26,NaN,LIBBY-OWENS FORD CO,2720 W GRAND AVE,60612
+8978,57257,9,894,ROYAL BARBER SALON,233 E 115TH ST,60628
+8979,57283,42,NaN,IKON OFFICE SOLUTIONS INC,101 N WACKER DR 1ST,60606
+8980,57335,50,779 | 713,BENNY'S TIRES,2210 W DEVON AVE 1ST,60659
+8981,57346,12,NaN,A & A STORE EQUIPMENT INC,4259 S WESTERN AVE 1ST,60609
+8982,57367,30,796,PALETERIA ALEX,5420 W FULLERTON AVE,60639
+8983,57413,42,NaN,"PAUL B. HART,363 W ERIE ST",500-W,60610
+8984,57417,38,NaN,"STORJOHANN,6419 W IRVING PARK RD",1,60634
+8985,57423,8,NaN,"75TH STONY ISLAND CURRENCY,1611 E 75TH ST",1,60649
+8986,57426,50,NaN,"CHICAGO ELECTRONIC & FURNITURE,7300 N WESTERN AVE",1,60645
+8987,57456,21,NaN,K C AUTO REPAIR,8908 S ASHLAND AVE 1ST,60620
+8988,57485,47,NaN,DELUXE TATTOO,1459-1463 W IRVING PARK RD 1,60613
+8989,57575,42,NaN,CRAMER - KRASSELT CO,225 N MICHIGAN AVE # 24TH,60601
+8990,57592,33,NaN,MODERN GIFT,3436 W LAWRENCE AVE,60625
+8991,57662,9,NaN,VILLAGE WELL LAUNDRY,310 E 103RD ST 1ST,60628
+8992,57668,42,NaN,"WORLD'S PRINTING & SPECIALTIES CO. LTD.,233 N MICHIGAN AVE",CONCO,60601
+8993,57678,46,NaN,"ADELES AFRICAN HAIR BRAIDING,4660 N BROADWAY",1ST,60640
+8994,57692,8,NaN,KAHOUT'S,8918 S CHAPPEL AVE,60617
+8995,57721,31,NaN,OLYMPIC SHEET METAL,2538 N CICERO AVE 1ST,60639
+8996,57753,41,NaN,"B,S,O'HALLORAN J R ENTERPRISES,11601 W TOUHY AVE",1-CON,60666
+8997,57770,32,NaN,"K B TOYS #1237,1730 W FULLERTON AVE",1,60614
+8998,57799,42,NaN,"COUNTRYWIDE HOME LOANS INC.,2 N LA SALLE ST",120,60602
+8999,57800,1,NaN,"U S MARTIAL,ART TRAINING",2096 N MILWAUKEE AVE,60647
+9000,57818,8,NaN,HAIR FANTASY HAIR STUDIO,820 E 79TH ST 1ST,60619
+9001,57831,16,NaN,ASHLAND FAMILY HEALTH CENTER,5256 S ASHLAND AVE,60609
+9002,57846,42,NaN,THE RISE GROUP LLC,120 S LA SALLE ST # 1750,60603
+9003,57852,11,NaN,HENRYCONSTRUCTION CO,2951 S ARCHER AVE 1,60608
+9004,57883,50,NaN,"AJN,INC",6455 N CALIFORNIA AVE,60645
+9005,57894,38,NaN,JACKIE'S BRIDAL,3401 N HARLEM AVE,60634
+9006,57927,42,NaN,MOTHERHOOD MATERNITY,5 N STATE ST,60602
+9007,57930,41,816 | 232,PRESENCE RESURRECTION MEDICAL CENTER,7435 W TALCOTT AVE,60631
+9008,57931,13,NaN,GOYTIA'S MARTIAL ARTS,6000 S CENTRAL AVE 1ST,60638
+9009,57945,3,NaN,"Styling Studio II,1518 S WABASH AVE",1-N,60605
+9010,57970,12,NaN,RB SALES,4100 S ASHLAND AVE 309-310,60609
+9011,58,35,829,LATE BAR,3534 W BELMONT AVE,60618
+9012,58068,39,NaN,"JUDY'S BEAUTY SALON,4751 N KENNETH AVE",1,60630
+9013,58099,27,NaN,"STRATUS CONSULTING,118 N PEORIA ST",5N,60607
+9014,58102,42,NaN,"ROY TALMAN ASSOCIATES,150 S WACKER DR",2250,60606
+9015,58176,2,NaN,MUSTARD SEED,507 W NORTH AVE 1ST,60610
+9016,58190,23,NaN,TANNING PLANET LLC,6959 W ARCHER AVE 1ST,60638
+9017,58234,42,NaN,"JOSEPH TINOLEY DESIGN,400 N WELLS ST",328,60610
+9018,58289,40,NaN,BENZ KITCHEN & BATH,5649 N LINCOLN AVE 1ST,60659
+9019,58302,17,NaN,YAZMIN'S UNISEX,6409 S KEDZIE AVE 1ST,60629
+9020,58330,8,NaN,CHATHAM COMPUTERS,8119 S COTTAGE GROVE AVE 1ST,60619
+9021,58333,30,NaN,"Maria's Hair Studio & Skin Spa,5434 W FULLERTON AVE",B,60639
+9022,58345,2,NaN,GOLDEN NEEDLE,814 N STATE ST,60610
+9023,58364,9,NaN,LE'S NAILS,11235 S MICHIGAN AVE 1ST,60628
+9024,58370,29,NaN,"ABLE AUTO SERVICES,5835 W CORCORAN PL",1,60644
+9025,58391,32,NaN,"ROBIN RICHMAN,2108 N DAMEN AVE",1,60647
+9026,58415,8,NaN,"OH & R SPECIAL STEELS COMPANY,933 E 95TH ST",1,60619
+9027,58443,1,743,WINDY CITY FIELDHOUSE,2367 W LOGAN BLVD,60647
+9028,58467,32,NaN,BOTAS SANDOVAL,2500 N MILWAUKEE AVE 1ST,60647
+9029,58483,12,NaN,LUZTA SALES,4100 S ASHLAND AVE # 1,60609
+9030,58504,42,NaN,ROCHE BOBOIS,222 W HUBBARD ST 1ST,60610
+9031,58507,42,NaN,BEED JEWELERY INC,5 S WABASH AVE 1ST 903,60603
+9032,58508,10,NaN,OZINGA CHICAGO RMC INC.,1818 E 103RD ST 1ST,60617
+9033,58514,31,NaN,"ANNA SEWING CO,4141 W BELMONT AVE",1,60641
+9034,58525,32,NaN,MARY'S STUFF,2049 W BELMONT AVE 1ST,60618
+9035,58542,23,NaN,AIRNET SYSTEMS INC.,5236 W 63RD ST,60638
+9036,58612,42,NaN,"MARTIN-WOOD,222 W MERCHANDISE MART PLZ",1461,60654
+9037,58645,23,NaN,CHECK N' GO,5160 S PULASKI RD 1ST,60632
+9038,58664,32,NaN,UNEXPECTED TREASURES,2147 W BELMONT AVE,60618
+9039,5877,4,638,CLUB CAR INC,139 W VAN BUREN ST 1ST,60605
+9040,58791,33,NaN,U-JIN ORIENTAL HERBS,3254 W LAWRENCE AVE 2ND,60625
+9041,5880,29,775,"EL GRAN BURRITO,5632 W NORTH AVE",1,60639
+9042,58818,32,NaN,PRO CARE SIGN AND ELECTRIC,3128 N LINCOLN AVE,60657
+9043,58826,45,720,ST. CORNELIUS,5205 N LIEB AVE,60630
+9044,5885,41,NaN,FIELDWORK CHICAGO O'HARE INC,8420 W BRYN MAWR AVE,60631
+9045,58857,8,NaN,FRIENDLY AFRICAN HAIR BRAIDING,1738 E 87TH ST,60617
+9046,58873,14,NaN,"ARRO HAIR STUDIO,3907 W 47TH ST",1,60632
+9047,58875,33,624,AMEER GENERAL MERCHANDISE #2 INC,3444 W LAWRENCE AVE 1,60625
+9048,58879,29,NaN,WOMAN'S HAIR STUDIO,5408 W MADISON ST,60644
+9049,58904,42,NaN,"RADIX HEALTH CONNECTION LLC,435 N LA SALLE DR",400,60610
+9050,58916,42,NaN,M A C COSMETICS,40 E OAK ST 1ST,60611
+9051,58919,5,NaN,E-Z SYSTEMS,2300 E 71ST ST 1ST,60649
+9052,58951,43,NaN,BARTS CLEANERS,2459 N RACINE AVE 1ST,60614
+9053,58993,30,NaN,PAY HALF,4202 W BELMONT AVE 1,60641
+9054,59006,16,NaN,DUSABLE IRON FENCE,6955 S ASHLAND AVE 1ST,60636
+9055,59037,42,NaN,"GEIGER OF AUSTRIA INC,350 N ORLEANS ST",13-104,60654
+9056,59047,38,724,EDIT HOUSE CHICAGO,5325 W BERENICE AVE 2,60641
+9057,59078,42,NaN,MODERNICA INC,555 N FRANKLIN ST GROUND,60610
+9058,59110,42,635,SPECIAL COUNSEL INC.,200 S MICHIGAN AVE,60604
+9059,59116,42,NaN,NEWPORT DOOR INC.,60 W RANDOLPH ST 4TH,60601
+9060,59127,25,793,SALACAR,1659 W CERMAK RD 1ST,60608
+9061,59178,22,NaN,THE PAY DAY LOAN STORE/MIDWAY,4838-4840 S CICERO AVE,60638
+9062,59181,42,NaN,SUPERCUTS IL 692,100 W RANDOLPH ST 2ND,60601
+9063,5919,29,775,VILLAGE MEAT & GROCERY,5940 W NORTH AVE 1ST,60639
+9064,59197,8,NaN,PRETTY NAILS,1930 E 95TH ST,60617
+9065,5921,40,818 | 711,"CARR'S AUTO CONSTRUCTION,1920 W PETERSON AVE",1ST,60660
+9066,59213,35,NaN,VIVIAN'S HAIR & NAILS SALON,3655 W DIVERSEY AVE 1ST,60647
+9067,5925,49,775,CASA ROMAN,6978 N CLARK ST 1,60626
+9068,59265,30,833,CLEARSTAFF INC.,3031 N PULASKI RD,60641
+9069,59268,25,602,LE'FLEUR INTERIORS BY DIANA,1100 W CERMAK RD 5TH 524,60608
+9070,5928,28,NaN,MOO & OINK INC,4848 W MADISON ST,60644
+9071,59289,42,NaN,"THE WATCH CLINIC,21 N WABASH AVE",MEZZA,60602
+9072,59300,13,942,ST. SYMPHOROSA,6135 S AUSTIN AVE,60638
+9073,59331,15,NaN,KINSELLA LANDSCAPING,4335 S WESTERN AVE,60609
+9074,59380,32,NaN,PLATERIA TEXACO,2500 N MILWAUKEE AVE 1ST,60647
+9075,59464,27,NaN,RICHMOND & SONS PEST CONTROL,2056 W WALNUT ST 1ST,60612
+9076,59507,37,NaN,Palmgren Steel Products Inc.,914 N KILBOURN AVE,60651
+9077,5951,27,NaN,UNITED CONTAINER CORPORATION,1350 N ELSTON AVE,60622
+9078,59546,29,NaN,MIMI PROFESSIONAL AFRICAN HAIR,5833 W MADISON ST 1ST,60644
+9079,5956,32,775,VIENNA SAUSAGE MFG CO,2501 N DAMEN AVE,60647
+9080,59564,4,NaN,EXHIBIT INSTALLATION SPECIALIS,2300 S LAKE SHORE DR 1002N,60616
+9081,59579,38,NaN,ROBERT O. STENSLAND & ASSOCIATES INC.,7644 W BELMONT AVE 1,60634
+9082,5960,29,763,7-ELEVEN,2759 N HARLEM AVE,60707
+9083,59626,37,NaN,HERB REFRIGERATION,5329 W NORTH AVE 1ST,60639
+9084,59643,32,NaN,"A M SPORTSWEAR,2500 N MILWAUKEE AVE",216,60647
+9085,59666,18,624,"ELECTRONICS BOUTIQUE,7601 S CICERO AVE",FORD,60652
+9086,59741,27,NaN,MARIA CABRERA,918 N LAWNDALE AVE,60651
+9087,59796,39,NaN,"TOTAL CONSULTING SERVICE,5901 N CICERO AVE",103,60646
+9088,59801,30,NaN,J R HAIR STUDIO,5921 1/2 W DIVERSEY AVE 1ST,60639
+9089,59817,42,NaN,LUCY'S FLOWERS & GIFTS,201 N CLARK ST 1ST,60601
+9090,59818,22,NaN,LOLA'S BEAUTY SALON,4107 W 26TH ST,60623
+9091,59822,41,895,N P NAILS SALON,7138 N HARLEM AVE 1ST,60631
+9092,59827,42,911,ROBERTO'S,214 S STATE ST 1ST,60604
+9093,59834,28,NaN,SEKA HAIR BRAIDING,3447 W MADISON ST,60624
+9094,59854,2,NaN,A+ CLEANERS,953 W WILLOW ST 1ST,60614
+9095,59945,47,646,LINCOLN SQUARE ROVERS,2249 W MONTROSE AVE 1ST,60618
+9096,59949,36,NaN,RAD MILO BEAUTY SHOP,3423 N CENTRAL AVE 1ST,60634
+9097,59956,31,NaN,AMIGO DRIVING SCHOOL LP,5104 W FULLERTON AVE,60639
+9098,59969,42,NaN,"ORLEANS PLAZA NEWSSTAND,414 N ORLEANS ST",106,60610
+9099,59971,43,NaN,RUSH LOGISTICS,634 W WEBSTER AVE,60614
+9100,59973,42,895,FANTASY NAILS,46 E CHICAGO AVE BSMT,60611
+9101,6,11,829,JOHN SCHALLER,3714 S HALSTED ST 1ST #,60609
+9102,60042,42,NaN,FUNG'S JEWELRY,7 S WABASH AVE 1ST,60603
+9103,60045,14,NaN,CURRENCY EXCHANGE,3224 W 47TH ST 1ST,60632
+9104,60059,42,NaN,"ABBATE GROUP L.T.D,203 N LA SALLE ST",2100,60601
+9105,60080,7,NaN,"E & J CONSTRUCTION OF ILL INC,9109 S YATES BLVD",1ST,60617
+9106,60096,42,NaN,"AMERICAN,CAPITAL FINANCIAL SERVICES,111 S WACKER DR",4000,60606
+9107,60119,26,NaN,BUBBLELAND,2650 W DIVISION ST,60622
+9108,60126,22,712,MONTIEL AUTO REPAIR,4312 W OGDEN AVE 1ST,60623
+9109,60130,35,NaN,J A PRADA & ASSOCIATES,2653 N MILWAUKEE AVE,60647
+9110,6016,44,NaN,TRUE VALUE HARDWARE,1138 W BELMONT AVE,60657
+9111,6019,4,775,CAFE MEDITERRA,728 S DEARBORN ST 1ST,60605
+9112,60250,18,NaN,MIDWEST TITLE LOANS,3751 W 79TH ST 1ST,60652
+9113,60287,33,NaN,VCA CHICAGO NORTH ANIMAL HOSPI,3631 N ELSTON AVE 1ST,60618
+9114,6036,39,NaN,HARVARD COLLECTION SERVICES LLC,4839 N ELSTON AVE,60630
+9115,60438,37,NaN,JOYERIA GIANNI,4545 W DIVISION ST 1ST,60651
+9116,60471,25,775,VIVA FOOD MART,2001 W CERMAK RD 1,60608
+9117,60474,35,NaN,AT YOUR SERVICE,2921 N MILWAUKEE AVE GROUND,60618
+9118,6052,22,775,GIOVANNI LIQUORS INC,4237 W 26TH ST 1ST,60623
+9119,60520,42,NaN,DYNASTY DIAMONDS BY ANDREWS,7 S WABASH AVE 1ST,60603
+9120,6058,16,638,LOS DELFINES #2,2750 W 63RD ST 1ST,60629
+9121,60616,16,NaN,AZTECA FURNITURE,2944 W 63RD ST 1ST,60629
+9122,6062,45,NaN,Sally Beauty Supply #423,5916-5918 W LAWRENCE AVE,60630
+9123,60625,39,NaN,FAMILY PRIDE QUICK WASH,5006 N PULASKI RD 1ST,60630
+9124,60634,41,NaN,"MONTBLANC,11601 W TOUHY AVE",TERMI,60666
+9125,60660,29,NaN,ARE YOU NEXT?,5659 W NORTH AVE,60639
+9126,6068,47,638,CHICAGO JOE'S,2252-2256 W IRVING PARK RD,60618
+9127,6070,44,NaN,BLUM ANIMAL HOSPITAL,3219 N CLARK ST,60657
+9128,60752,33,NaN,PALETERIA JALISCO,4219 N KEDZIE AVE,60618
+9129,6076,47,829,"WILD GOOSE BAR & GRILL,4265 N LINCOLN AVE",1ST F,60618
+9130,6080,28,775,DAMENZO'S INC,2322-2324 W TAYLOR ST,60612
+9131,60826,21,NaN,ROZ SALON AND HELPING HAND SERVICES,8128 S ASHLAND AVE 1ST,60620
+9132,6083,33,775,DAPPER'S EAST RESTAURANT,2901 W ADDISON ST,60618
+9133,60835,31,NaN,MATTRESS CITY USA,3124 N CICERO AVE,60641
+9134,60855,33,NaN,MARIO'S AWNING NEON SIGN DESIGN,3058 W BELMONT AVE 1ST,60618
+9135,60878,43,NaN,GREEN,1718 N WELLS ST 1ST,60614
+9136,6090,27,638,THE BREAKFAST CLUB INC,1381 W HUBBARD ST,60642
+9137,60947,30,NaN,ADRIADOR VIDEO,3198 N MILWAUKEE AVE 1,60618
+9138,6095,21,775,NEIGHBORHOOD DELI-GROC,9001-9003 S ASHLAND AVE,60620
+9139,60958,6,775,CHURCH'S CHICKEN # 610,400 E 87TH ST,60619
+9140,60960,48,763,PHO XE LUA,1021 W ARGYLE ST,60640
+9141,61,43,784,KELLY'S PUB,949 W WEBSTER AVE 1ST,60614
+9142,6104,9,774,QUICK STOP FOOD & LIQUOR MART INC.,407-409 E 111TH ST 1,60628
+9143,61087,16,NaN,TCS WIRELESS,6230 S ASHLAND AVE,60636
+9144,6113,30,829,CAFE LURA,3180- 3184 N MILWAUKEE AVE,60618
+9145,6121,27,638,HOLIDAY BAR & GRILL,740 W RANDOLPH ST 1ST,60661
+9146,6126,44,829,MONSIGNOR MURPHY'S,3019 N BROADWAY,60657
+9147,6127,10,829,RAGTYME II,10906 S TORRENCE AVE 1ST,60617
+9148,61450,28,NaN,Barton Senior Residences of Chicago,1245 S WOOD ST 1ST,60608
+9149,6149,47,775,"DINKEL'S BAKERY INC,3329 N LINCOLN AVE",1,60657
+9150,6152,2,NaN,HANCOCK MARKET LTD,175 E DELAWARE PL 44,60611
+9151,61569,49,NaN,MAGIC VIDEO,1319 W MORSE AVE 1,60626
+9152,6158,50,NaN,KOL TUV KOSHER FOODS INC,2938 W DEVON AVE,60659
+9153,6160,41,NaN,NAPA AUTO PARTS,6546 N MILWAUKEE AVE,60631
+9154,61624,12,NaN,PIER TRANSPORATION INC,2901 W 31ST ST,60623
+9155,61656,25,864,MRS BAIRD'S BAKERIES BUSINESS,2525 S BLUE ISLAND AVE,60608
+9156,6168,39,NaN,THILLENS INC,4242 N ELSTON AVE,60618
+9157,6188,32,775,WRIGHTWOOD FOOD & LIQUOR,1324 W WRIGHTWOOD AVE,60614
+9158,6202,43,638,3-PENNY CINEMA,2424-2426 N LINCOLN AVE,60614
+9159,6214,22,774,MORENOS DISCOUNT LIQUORS INC,3714-3724 W 26TH ST 1ST,60623
+9160,6216,35,775,"EL PACIFICOINC,3534 W FULLERTON AVE",1,60647
+9161,6219,39,864,ALFA RESTAURANT SUPPLY INC,4218 N ELSTON AVE,60618
+9162,6222,7,666,JONES CITGO,2352 E 75TH ST,60649
+9163,6223,30,774,7-ELEVEN #29168,3559 N PULASKI RD,60641
+9164,6227,30,763,JAGIELLONIA CORP,3634 W BELMONT AVE,60618
+9165,62309,42,NaN,"JULIE KIPTA INC,350 N ORLEANS ST",1346A,60654
+9166,6233,46,NaN,NATIONAL CAR WASH,4900 N BROADWAY,60640
+9167,6235,32,NaN,A & A TUCKPOINTING,3042 W ARMITAGE AVE,60647
+9168,6237,35,775,LA CONCORDIA,3724 W MONTROSE AVE,60618
+9169,62412,42,NaN,"OW LEE CO INC,222 W MERCHANDISE MART PLZ",1572,60654
+9170,6242,46,784,Nick's Uptown,4015-4017 N SHERIDAN RD,60613
+9171,6244,27,NaN,"INSULATED PANEL COMPANY,421 N PAULINA ST",1ST,60622
+9172,6246,35,864,NEW CHICAGO KIMCHEE,3648 W LAWRENCE AVE 1ST,60625
+9173,62471,5,NaN,JEFFERY PUB,7041 S JEFFERY BLVD,60649
+9174,62472,33,785,THE LEGACY,3042 W IRVING PARK RD 1ST,60618
+9175,62474,26,829,ARCHIE'S IOWA ROCKWELL TAVERN,2600 W IOWA ST 1ST,60622
+9176,62481,32,775,LINCOLN TAVERN & RESTAURANT,1858 W WABANSIA AVE 1ST,60622
+9177,62499,47,775,LINCOLN RESTAURANT,4008-4012 N LINCOLN AVE 1ST,60618
+9178,62500,24,763,ALCORN LIQUOR LOUNGE,1659 S PULASKI RD 1ST,60623
+9179,62503,28,763,306 CLUB,306 S KOSTNER AVE 1ST,60624
+9180,62508,18,785,NINA'S RESTAURANT,3359 W 79TH ST 1ST,60652
+9181,62520,2,829,HIDEOUT,1354 W WABANSIA AVE 1ST,60622
+9182,62522,19,763,COUNTY FAIR FOODS,10800 S WESTERN AVE 1ST,60643
+9183,62525,2,784,SOUTHPORT CITY SALOON,2548 N SOUTHPORT AVE 1ST,60614
+9184,62528,44,638,D'AGOSTINO'S PIZZA,1351 W ADDISON ST 1ST,60613
+9185,62535,10,774,"BANNER LIQUOR & TAP INC.,10556 -10558 S EWING AVE",1ST,60617
+9186,62539,48,NaN,HOLLYWOOD TOWER MKT,5701 N SHERIDAN RD 1ST,60660
+9187,62544,42,775,"CRYSTAL BALLROOM/PLAZA BALLROOM,151 E WACKER DR",PLAZA,60601
+9188,62547,8,775,HIDIRI,1008 E 93RD ST 1ST,60619
+9189,62549,16,NaN,F & G LIQUOR AND FOOD MART,6257 S WESTERN AVE 1ST,60636
+9190,62553,15,639,NAT'L GUARD OF LITHUANIA,2417 W POPE JOHN PAUL II DR 1ST,60632
+9191,62574,36,NaN,A. AFFETTO TRUCKING CO,5011-5015 W GRAND AVE,60639
+9192,62597,32,775,RUTH KAPLAN,2345 W ARMITAGE AVE 1ST,60647
+9193,62607,10,NaN,LAKE SIDE COLLISION INC,10300 S INDIANAPOLIS AVE 1ST,60617
+9194,62622,27,775,"ALS RED HOTS INC,2908 W LAKE ST",1,60612
+9195,62624,46,775,"UPTOWN SNACK SHOP,4668 N BROADWAY",1,60640
+9196,62648,30,NaN,S & C AUTO,3942 W BELMONT AVE 1ST,60618
+9197,62670,27,775,GEORGE TSILIMIGRAS,844 W RANDOLPH ST 1ST,60607
+9198,62673,29,864,MICHAELANGELO'S FOODS,2701 N HARLEM AVE 1ST,60707
+9199,62679,34,NaN,SHELDON LIQUORS,11112 S HALSTED ST 1ST,60628
+9200,62680,48,775,CHINA STAR RESTAURANT,1126 W BRYN MAWR AVE 1ST,60660
+9201,62691,2,763,FIRE KING SERVICE STATION,1901 N ELSTON AVE # 1ST,60622
+9202,62711,46,699,MADO HEALTHCARE-BUENA PARK,940 W CULLOM AVE 1ST,60613
+9203,62713,9,775,CLAY'S BAR,10552 S CORLISS AVE 1ST,60628
+9204,62715,23,NaN,QUICK WASH,6238 S PULASKI RD 1ST,60629
+9205,62717,33,NaN,GEAR MFG,4329 N KEDZIE AVE 1ST,60618
+9206,62735,16,775,"GARFIELD GYROS,2020 W 55TH BLVD",1ST,60609
+9207,62747,18,775,BILLY'S GRILL,3711 W COLUMBUS AVE # 1ST,60652
+9208,62759,33,775,PETER JUNKOVIC,3025 W IRVING PARK RD,60618
+9209,62760,17,763,LOGGINS NEIGH GROCERY,7000 S WOOD ST 1ST,60636
+9210,62762,47,829,OAKWOOD '83,1959 W MONTROSE AVE 1ST #,60613
+9211,62781,49,676,SUPER 8,7300 N SHERIDAN RD 1ST,60626
+9212,62782,46,864,DEARBORN WHOLESALE GROCERS INC,918 W MONTROSE AVE 1ST #,60613
+9213,62794,29,775,SERRELLI'S FOODS,6454 W NORTH AVE 1ST,60707
+9214,62797,46,774,"GOLD MEDAL LIQUORS,3823 N BROADWAY",1ST,60613
+9215,62803,47,763,"RAVENSWOOD L STATION,1818 W IRVING PARK RD",1ST,60613
+9216,6281,16,774,SHARIF'S FOOD & LIQUORS INC.,5659 S RACINE AVE 1,60636
+9217,62825,31,NaN,ADVANCED AUTO BODY INC,2541 N CICERO AVE 1ST,60639
+9218,62831,20,775,"HOWARD'S CHICKEN SNACK,368 E 69TH ST",1ST,60637
+9219,62836,38,711,PAUL'S PRECISION AUTO BODY,3511 N HARLEM AVE,60634
+9220,62837,25,775,LOS CUATRO HERMANOS GROCERY,1858 S ALLPORT ST 1ST,60608
+9221,62856,42,763,"KANTI TOBACCO & GIFTS INC,33 N DEARBORN ST",1ST,60602
+9222,6286,41,775,CABANA RESTAURANT & SPORTS BAR,5431 N EAST RIVER RD,60656
+9223,62862,22,NaN,"JUAREZ VILLAGE,4010 W 28TH ST",1ST,60623
+9224,6287,4,775,SKY RIDE TAP,105 W VAN BUREN ST 1,60605
+9225,62874,2,775,NEW JAPAN INN,45 W DIVISION ST 1ST,60610
+9226,62880,1,NaN,TIGER AUTO PARTS,707 N ASHLAND AVE,60622
+9227,62894,33,775,MARIE'S GOLDEN CUE,3241 W MONTROSE AVE 1ST,60618
+9228,62898,8,775,"FAMILY DEN,8940-8942 S STONY ISLAND AVE",1,60617
+9229,6292,29,774,SUNSET LIQUORS,5921-5927 W DIVISION ST 1ST,60651
+9230,62930,48,775,"VINH THO GROCERY,1112 W ARGYLE ST",1ST,60640
+9231,62934,45,779 | 712,LAWRENCE KENNEDY BP,5027 W LAWRENCE AVE # 1,60630
+9232,62947,25,775,MARTIN'S CORNER,2058 W 22ND PL 1ST,60608
+9233,62954,27,775,REMEDIES,1750 W HARRISON ST 1 135,60612
+9234,62973,44,725,"SECURE PARKING INC.,3501 N CLARK ST",1,60657
+9235,62977,45,NaN,SWEET WORLD RETAIL BAKERY,5450 N MILWAUKEE AVE # 1ST,60630
+9236,6299,11,NaN,CONTINENTAL AIR TRANSPORT INC,1200 W 35TH ST,60609
+9237,62992,2,NaN,FOSSIL STORE #306,835 N MICHIGAN AVE,60611
+9238,63004,49,829,OASIS THE,6809-6813 N SHERIDAN RD 1ST,60626
+9239,63018,31,NaN,"DIVERSEY ANIMAL HOSPITAL,5540 W DIVERSEY AVE",1,60639
+9240,63019,7,775,"HONG SIK IN,10350 S TORRENCE AVE",1,60617
+9241,6302,13,814,VILLA ROSA PIZZA,6135 S AUSTIN AVE,60638
+9242,63028,42,NaN,C & L TOBACCO,211 E ONTARIO ST 1ST,60611
+9243,6303,12,NaN,JTR HYDRAULIC,3616 S ARCHER AVE,60609
+9244,63036,14,775,EL TACONAZO NORTENO,5849 S KEDZIE AVE 1ST,60629
+9245,63046,1,743,"DIVERSEY-RIVER BOWL,2211 W DIVERSEY PKWY",1ST,60647
+9246,63049,42,602,THE HEARN COMPANY,2 N LA SALLE ST 22ND 2200,60602
+9247,63054,44,NaN,CONVENIENT FOOD MART #99,2850 N SHERIDAN RD 1ST,60657
+9248,6306,42,775,"KARAD DRUG COMPANY INC #10,455 N CITYFRONT PLAZA DR",FIRST,60611
+9249,63067,49,699,"CLARK MANOR CONVALESCENT CENTER,7433 N CLARK ST",1,60626
+9250,6309,33,775,MANDARIN CHINESE REST,3254 W LAWRENCE AVE,60625
+9251,63110,1,NaN,ADVANCED AMUSEMENT,1606 W GRAND AVE 1ST,60622
+9252,6313,45,NaN,COLD HEADERS INC,5514 N ELSTON AVE,60630
+9253,63139,42,763,"BLUE FROG,676 N LA SALLE DR",1,60654
+9254,63142,47,NaN,LAKEVIEW YMCA,3333 N MARSHFIELD AVE,60657
+9255,63145,44,232 | 816,ADVOCATE ILLINOIS MASONIC MEDICAL CENTER,836 W WELLINGTON AVE,60657
+9256,63147,39,638,"BOO ILL RESTAURANT,3346 W BRYN MAWR AVE",1,60659
+9257,6315,50,NaN,AL - MANSOOR VIDEO,2552 W DEVON AVE 1ST,60659
+9258,63150,19,775,FIREWATER SALOON MOUNT GREENWOOD,3908 W 111TH ST 1,60655
+9259,63151,2,775,NORTH & ELSTON AMOCO,1600 N ELSTON AVE 1ST,60622
+9260,63160,42,725,"STANDARD PARKING CORPORATION,440 W LAKE ST",OUT,60606
+9261,63165,26,779 | 713,"Mercado Tire & Wheels Inc,4164 W GRAND AVE",2,60651
+9262,63198,39,763,PAT'S PLACE,4342 N ELSTON AVE 1ST,60641
+9263,63199,6,864,MARKET FISH COOKED & FRESH,7127 S STATE ST 1ST,60619
+9264,63202,32,775,"SCHUBAS TAVERN/HARMONY GRILL,3159 N SOUTHPORT AVE",1,60657
+9265,63206,33,775,CARNICERIAS GUANAJUATO # 3,3140 N CALIFORNIA AVE,60618
+9266,63209,23,775,"CHIPS FOOD & LIQUOR MART,3700",-3704 W 55TH ST 1ST,60632
+9267,63211,2,NaN,F & K REMODELING SERVICE INC.,1634 W PIERCE AVE BASEMENT B,60622
+9268,63218,42,775,BAR TOMA,110 E PEARSON ST 1ST #,60611
+9269,63224,42,708,Columbia Capital Management LLC,150 N MICHIGAN AVE 8TH 800,60601
+9270,6323,42,725,"REHABILITATION HOSPITAL,345 E SUPERIOR ST",1,60611
+9271,63234,27,901 | 902,ADDIT HTG,1456 N DAYTON ST,60622
+9272,63235,41,NaN,HUDSON NEWS - TERMINAL 1,11601 W TOUHY AVE,60666
+9273,63240,23,775,7-ELEVEN,5893 S ARCHER AVE 1ST,60638
+9274,63242,5,775,UNIVERSITY MARKET,1323 E 57TH ST,60637
+9275,63266,2,725,CHESTNUT PLACE APARTMENTS,850 N STATE ST 1ST,60610
+9276,63277,37,NaN,R C IND INC,1420 N LAMON AVE 1ST,60651
+9277,63293,1,775,"MINNIES FOOD MART,1900 N CALIFORNIA AVE",1,60647
+9278,63300,42,775,SODEXO,230 S LA SALLE ST 3RD,60604
+9279,63306,50,NaN,AMERICAN CLIMATE CORP,7113 N WESTERN AVE 1ST,60645
+9280,63318,40,NaN,MODERN DIE CASTING,5419 N KEDZIE AVE 1ST,60625
+9281,63319,20,NaN,ROTHSCHILD LIQUORS,425 E 63RD ST 1ST,60637
+9282,63328,28,774,ROTHSCHILD LIQUORS,118 S CICERO AVE 1ST,60644
+9283,63333,2,775,GODIVA CHOCOLATIER,845 N MICHIGAN AVE 4TH 5045,60611
+9284,63334,29,NaN,PARS ICECREAM CO INC,4825 W ARTHINGTON ST,60644
+9285,63338,1,774,ROTHSCHILD LIQUORS,1532 W CHICAGO AVE 1ST,60642
+9286,63343,24,774,ROTHSCHILD LIQUORS,3530 W ROOSEVELT RD 1ST,60624
+9287,63352,39,775,Aramark @ North Park University,5125 N SPAULDING AVE,60625
+9288,63353,41,NaN,NORWOOD CROSSING,6016 N NINA AVE 1ST,60631
+9289,63356,18,775,OLD COUNTRY BUFFET,7601 S CICERO AVE 1ST,60652
+9290,63372,48,NaN,MONTIEL INTERNATIONAL,5900 N MAGNOLIA AVE # 3,60660
+9291,63376,2,725,"INTERPARK LLC /MUSEUM OF CONTEMPORARY ART,220 E CHICAGO AVE",INDOO,60611
+9292,63377,2,829,THE TAVERN,1958 W NORTH AVE 1ST,60622
+9293,63379,44,NaN,"JENNIFER CHICAGO LP,730 W DIVERSEY PKWY",1ST,60614
+9294,63384,44,775,"MARK'S CHOP SUEY ON HALSTED,3343 N HALSTED ST",1,60657
+9295,63389,12,763,LA Palma,4173 S ARCHER AVE 1ST,60632
+9296,63394,42,775,ORIENTAL EXPRESS,233 E WACKER DR,60601
+9297,63395,3,638,ILLINOIS INSTITUTE OF TECHNOLOGY,3201 S STATE ST,60616
+9298,63396,32,NaN,"FAMOUS FOOTWEAR #256,1730 W FULLERTON AVE",1,60614
+9299,63407,22,638,OSTIONERIA RESTAURANT EL TECOLOTE,3519 W 26TH ST 1,60623
+9300,63414,42,775,"STARBUCKS COFFEE #216,401 E ONTARIO ST",1ST,60611
+9301,63417,42,763,"OTTO MEZZO,311 W CHICAGO AVE",1ST,60610
+9302,63419,31,NaN,SALUD SPORTS BAR,5219 W DIVERSEY AVE 1ST,60639
+9303,63423,44,775,SLUGGERS GRILL,3540 N CLARK ST 1ST,60657
+9304,63426,4,775,"L G STEWART CO,1363 E 53RD ST",1,60615
+9305,63441,40,829,K'S DUGOUT,1930 W FOSTER AVE 1ST,60640
+9306,63447,41,775,HOUSE OF CAKES,6189 N CANFIELD AVE 1ST,60631
+9307,63456,2,NaN,THE GREAT FRAME UP,21 W ELM ST 1ST,60610
+9308,63468,15,775,"LOS,ALTOS,1848 W 47TH ST",1ST,60609
+9309,63470,20,NaN,UNICHEMA NORTH AMERICA,4650 S RACINE AVE 1ST,60609
+9310,63476,9,763,"EDDIE'S SUNSHINE FOOD & LIQUOR,INC.,10806 S MICHIGAN AVE",1,60628
+9311,63485,42,775,"CINEPLEX ODEON MC CLURG COURT,330 E OHIO ST",1ST,60611
+9312,63510,50,666,"D'AGOSTINO AUTO SERVICE 4 INC.,7130 N WESTERN AVE",1,60645
+9313,63522,4,775,MC CORMICK FOOD SERVICE PRTN,2300 S LAKE SHORE DR 1 72,60616
+9314,63523,11,725,"CHISOX CORPORATION,3440 S WENTWORTH AVE",1ST,60616
+9315,63532,23,775,CAFE RENEE INC,6411 W 63RD ST 1ST,60638
+9316,63544,42,775,ODYSSEY CRUISES,600 E GRAND AVE SOUTH,60611
+9317,63548,42,638,"BOSS BAR,420 N CLARK ST",1 ST,60610
+9318,63557,42,763,MILLER'S PUB & RESTAURANT,134 S WABASH AVE 1ST,60603
+9319,63582,25,NaN,"DONALD'S HOT DOG,2325 S WESTERN AVE",1,60608
+9320,63584,47,793,"ENTERPRISE RENT-A-CAR,3844 N WESTERN AVE",1ST,60618
+9321,63603,32,775,RINCONCITO CUBANO REST,3238 W FULLERTON AVE 1ST,60647
+9322,63608,11,775,FREDDIES,701 W 31ST ST 1,60616
+9323,63619,10,829,OLD TIME TAP INC.,13501 S BRANDON AVE 1ST,60633
+9324,63623,43,724,SCHINDLER COMMUNICATIONS INC.,1716 N ST MICHAELS CT 3RD,60614
+9325,63634,38,NaN,"CHO'S AMOCO V,3611 N HARLEM AVE",1ST,60634
+9326,63641,33,NaN,THE HANA CENTER,4300 N CALIFORNIA AVE,60618
+9327,63666,4,NaN,"CREMATION SOCIETY OF ILLINOIS,1374 E 53RD ST",1,60615
+9328,63671,34,NaN,JIFFY LUBE,10750 S HALSTED ST 1ST,60628
+9329,63681,38,763,KWIK MART,5500 W MONTROSE AVE 1ST,60641
+9330,63686,8,NaN,SEARS ROEBUCK AND CO. #6092,1334 E 79TH ST,60619
+9331,63693,39,775,SUNNYDAY TAP,4953 N ELSTON AVE 1ST #,60630
+9332,63694,42,775,RIVERS,30 S WACKER DR 1ST,60606
+9333,63729,36,NaN,RED ROSE FLORIST,6756 W BELMONT AVE 1,60634
+9334,63752,6,NaN,O E I ENTERPRISES,552 E 73RD ST 1ST,60619
+9335,63754,15,763,"SORIANA,4801 S WOLCOTT AVE",1,60609
+9336,63784,32,829,LOTTIE'S PUB,1925 W CORTLAND ST 1ST,60622
+9337,63785,42,NaN,GATEWAY NEWSSTAND,33 W MONROE ST 1ST,60603
+9338,63798,45,809,IRVING PARK RD SRO,4849 W IRVING PARK RD 1ST,60641
+9339,63801,42,743,The Goodman Theatre,170 N DEARBORN ST,60601
+9340,63821,38,638,"BURGUNDY RESTAURANT INC,5959 W IRVING PARK RD",1,60634
+9341,63835,37,NaN,POPS,5430 W CHICAGO AVE,60651
+9342,63840,42,775,LES NOMADES LIMITED PRTNERSHP,222 E ONTARIO ST 1ST & 2ND,60611
+9343,63848,45,725,MEGA PROPERTIES INC,4849 N MILWAUKEE AVE 1ST,60630
+9344,63876,41,775,AMERICAN AID SOCIETY,6540 N MILWAUKEE AVE,60631
+9345,63878,5,726,UNIVERSITY OF CHICAGO - TIFFIN CAFE,1414 E 59TH ST 1ST,60637
+9346,63912,2,638,ABSINTHE CAFE,1954 W NORTH AVE 1ST,60622
+9347,63927,42,775,ALONTI DELI,300 S RIVERSIDE PLZ 1ST,60606
+9348,63936,42,NaN,"SAM SHOE SERVICE,132 S FRANKLIN ST",3,60606
+9349,63960,1,763,ALBANY FOODS,1901 N ALBANY AVE 1ST,60647
+9350,63966,41,NaN,BALLY TOTAL FITNESS CORPORATION,8700 W BRYN MAWR AVE 2ND,60631
+9351,63982,37,NaN,LUCY'S FASHIONS,4545 W DIVISION ST 1ST,60651
+9352,63994,38,775,GIORDANO'S PIZZA,5927 W IRVING PARK RD 1ST,60634
+9353,64002,32,NaN,GAS FOR LESS,2801 N DAMEN AVE 1ST,60618
+9354,64031,45,NaN,MEAD FLUID DYNAMICS INC.,4114 N KNOX AVE 1ST,60641
+9355,64037,28,NaN,ROBERT SHEET METALS WORK INC,4347 W KINZIE ST,60624
+9356,64038,31,829,PAPRIKASH,5210 W DIVERSEY AVE 1ST,60639
+9357,6404,49,763,SONNY'S STORE,7001 N SHERIDAN RD,60626
+9358,64043,2,763,BLUE AGAVE,1050 N STATE ST 1ST #,60610
+9359,64048,42,743,JEFFERSON TAP AND GRILLE AND THE LOFT,323-325 N JEFFERSON ST 1,60661
+9360,64054,15,NaN,GOMEZ TIRES & WHEELS,1934 W 51ST ST # 1ST,60609
+9361,64055,24,NaN,COLOR COMMUNICATIONS INC,4242 W FILLMORE ST 1ST,60624
+9362,64059,42,775,SBARRO ITALIAN EATERY,500 W MADISON ST,60661
+9363,64060,47,671,WGN TV,2501 W BRADLEY PL,60618
+9364,64061,10,775,GINA'S CHICKEN,3415 E 106TH ST 1ST,60617
+9365,64075,44,NaN,LILY CLEANERS,420 W BELMONT AVE 1ST,60657
+9366,64092,33,NaN,ROYAL BILLIARD,3112 W LAWRENCE AVE 1ST,60625
+9367,64094,25,725,SOUTH CHINATOWN DEVELOPMENT CO,2335 S WENTWORTH AVE 1ST,60616
+9368,64102,43,785,"DROP,1909 N LINCOLN AVE",1,60614
+9369,64140,40,775,"GARIBALDI,2301 W FOSTER AVE",1ST,60625
+9370,64158,12,NaN,PARKVIEW AUTOMOTIVE INC,4139 S WESTERN BLVD 1ST,60609
+9371,64172,2,743,PLAY KITCHEN & COCKTAILS,7 W DIVISION ST 1,60610
+9372,64184,32,638,LAS REINAS,3001 N ASHLAND AVE 1ST,60657
+9373,64186,11,NaN,"RICHARD MCCURRIE TEAMING CO,1443 W 41ST ST",1ST,60609
+9374,64192,42,775,GIBSONS STEAK HOUSE,1028 N RUSH ST 1ST,60611
+9375,64209,50,NaN,"JOHN HEWINGS CONSTRUCTION,6250 N OAKLEY AVE",G,60659
+9376,64230,3,NaN,R V MUFFLER,249 W 47TH ST 1ST,60609
+9377,64237,44,725,WRIGLEYVILLE PARKING INC,3546 N CLARK ST,60657
+9378,64242,33,NaN,JACKSON HEWITT TAX SERVICE,3101 W IRVING PARK RD,60618
+9379,64252,42,NaN,"PRESS TYPE & COPY,541 N FAIRBANKS CT",CONCO,60611
+9380,64256,1,NaN,ORLANDI STATUARY,1801 N CENTRAL PARK AVE 1ST,60647
+9381,64259,12,NaN,LA ESMERALDA,3115 W 26TH ST 1ST,60623
+9382,64263,43,708,"CLARK-DIVERSEY CURR.EXCH.,2735 N CLARK ST",1ST,60614
+9383,64266,9,775,DUNKIN DONUTS,240 E 103RD ST,60628
+9384,64268,36,NaN,BASIA VIDEO,6257 W BELMONT AVE 1ST,60634
+9385,64299,28,775,WASHINGTON MARATHON,39 N PULASKI RD 1ST,60624
+9386,64333,40,763,FOOD & LIQUOR EXPRESS,2752 W LAWRENCE AVE 1ST,60625
+9387,64367,39,NaN,BUTERA FINER FOODS,4137 N ELSTON AVE 1ST,60618
+9388,64381,3,NaN,MICHAEL'S COOPERAGE CO,363 W PERSHING RD # 1ST,60609
+9389,64402,32,763,FARM BAR LAKEVIEW,1300 W WELLINGTON AVE 1ST,60657
+9390,6441,45,NaN,NORTH WEST DRAPERY SERVICE INC,4507 N MILWAUKEE AVE,60630
+9391,64442,42,704,"BODY BALANCE NMM LTD.,111 N WABASH AVE",1622,60602
+9392,64451,42,638,THE CONGRESS HOTEL,520 S MICHIGAN AVE,60605
+9393,64452,42,NaN,"NOMURA SECURITIES INTERNATIONAL INC.,311 S WACKER DR",6100,60606
+9394,64457,31,NaN,HOLLYWOOD VIDEO #013-847,2930 N CENTRAL AVE 1ST,60634
+9395,64477,44,NaN,"MR VIDEO,3356 N BROADWAY",1ST,60657
+9396,64486,1,775,"EL,CONDOR",2349 N MILWAUKEE AVE 1ST,60647
+9397,64501,42,NaN,"IRMA ROBINSON INC,1 E WACKER DR",200,60601
+9398,64520,42,NaN,"CT CORPORATION SYSTEM,208 S LA SALLE ST",814,60604
+9399,6453,9,NaN,"CHICAGO STATE UNIVERSITY BOOKSTORE,9501 S DR MARTIN LUTHER KING JR DR",460,60628
+9400,64543,42,775,BINNY'S BEVERAGE DEPOT,213 W GRAND AVE 1ST #,60610
+9401,6455,3,NaN,UNIVERSAL PLUMBING & HEATING,1815 S STATE ST,60616
+9402,64554,32,829,SIDE STREET SALOON,1456 W GEORGE ST 1ST,60657
+9403,64557,12,775,PLAZA GARIBALDI MARKET LIMITED,3501 S CALIFORNIA AVE,60632
+9404,64579,12,638,EL REY BALLROOM,3504 S WESTERN AVE 1,60609
+9405,64581,44,NaN,"GREAT CLIPS,3165 N BROADWAY",1ST,60657
+9406,64587,35,NaN,THE LOCK UP/KEDZIE,3366 N KEDZIE AVE 1ST,60618
+9407,64661,18,775,"TACO BELL #4095,7601 S CICERO AVE",1ST,60652
+9408,64663,42,732,"PRUDENTIAL GEM AND JEWELRY,9 N WABASH AVE",GROUN,60602
+9409,64673,16,NaN,ANOTHER MAN'S TREASURES,5444 S DAMEN AVE 1ST,60609
+9410,64674,25,NaN,TRUONG LOI 2,249 W CERMAK RD,60616
+9411,64682,18,NaN,INN ZONE HAND CAR WASH,2310 W 79TH ST 1ST,60620
+9412,64683,14,763,"LIQUORAMA,4430 S KEDZIE AVE",1,60632
+9413,64700,32,NaN,RRG DEVELOPMENT,2001 W CHURCHILL ST,60647
+9414,64742,8,NaN,DENORMANDIE TOWEL & LINEN,7780 S DANTE AVE 1ST,60619
+9415,64747,27,775,BEEFEE SUBMARINE INC,3357 W CHICAGO AVE 1ST,60651
+9416,64758,43,775,LINCOLN STATION,2430-2432 N LINCOLN AVE 1ST,60614
+9417,64762,27,NaN,"O'BRIEN MGMT/MADO MANAGEMENT,1541 N WELLS ST",1ST,60610
+9418,64771,4,725,"J P C PARKING INC,61 E 8TH ST",1,60605
+9419,64783,31,NaN,"MARSHALL FIELD'S,4000 W DIVERSEY AVE",GROUN,60639
+9420,64784,45,NaN,"MOSIAC MANAGEMENT,4442 W BERTEAU AVE",1,60641
+9421,64787,46,NaN,CUPID'S TREASURES OF CHICAGOINC.,3519 N HALSTED ST,60657
+9422,64797,42,775,TAVERN ON RUSH,1031 N RUSH ST 1ST,60611
+9423,64804,3,NaN,JACKSON HEWITT TAX SERVICE,327 E GARFIELD BLVD,60637
+9424,6484,33,775,CHARCOAL DELIGHT INC,3139 W FOSTER AVE,60625
+9425,64865,1,775,MR TACO'S,810 N MARSHFIELD AVE 1ST,60622
+9426,64878,36,NaN,"TORRES,AUTO ACCESSORIES",5824 W GRAND AVE,60639
+9427,64887,27,725,BRIAN & MICHAEL TOWING CORP,209 N WESTERN AVE 1ST,60612
+9428,64916,48,NaN,"THE UPS STORE NO.,3496",5315 N CLARK ST 1ST,60640
+9429,6492,29,929,DUDEK & BOCK SPRING MFG CO,5100 W ROOSEVELT RD,60644
+9430,64939,2,NaN,"PERILLO,BMW INC",1035 N CLARK ST 1ST,60610
+9431,64940,17,NaN,PRATT'S BILLIARDS & ETC.,459 W 79TH ST,60620
+9432,64967,27,NaN,OLYMPIA AUTO CENTER,160 N ELIZABETH ST,60607
+9433,64971,22,NaN,FOOT LOCKER # 25050,3955 W 26TH ST,60623
+9434,64972,42,NaN,HOUSE OF BLUES HOTEL,333 N DEARBORN ST # 1ST,60610
+9435,64978,25,638,HOLIDAY INN SUITES,506 W HARRISON ST,60607
+9436,64981,32,775,Costco Wholesale # 380,2746 N CLYBOURN AVE,60614
+9437,6499,37,929,RIBBON WEBBING,4711 W DIVISION ST 1 1,60651
+9438,65000,9,NaN,"EARNHALL CONSTRUCTION & MGMT.,423 W 129TH PL",HOME,60628
+9439,65004,44,775,POTBELLY SANDWICH WORKS LLC,3424 N SOUTHPORT AVE,60657
+9440,65009,49,NaN,DISCOTECA CHAPALA,7125 N CLARK ST 1ST,60626
+9441,65072,43,NaN,2555 CLEANERS,2555 N CLARK ST 1ST,60614
+9442,6509,43,775,GOLDEN NUGGET,2720 N CLARK ST,60614
+9443,6510,23,NaN,CLOTHESTIME,5137 S PULASKI RD,60632
+9444,65113,42,NaN,"WYNDHAM CHICAGO HOTEL,633 N ST CLAIR ST",1-1,60611
+9445,65115,44,NaN,SPOTLESS CLEANERS,3649 N SOUTHPORT AVE 1ST,60613
+9446,6512,44,725,PONG IMPORT & U S AUTO SER INC,3848 N CLARK ST 1ST,60613
+9447,65131,1,NaN,WARNER'S DEPARTMENT STORE,1647 W CHICAGO AVE 1ST,60622
+9448,65143,44,NaN,WATCHMAKERS,2875 N CLARK ST 1ST,60657
+9449,6516,15,763,LA COPA LIQUORS,4606 S ASHLAND AVE,60609
+9450,65192,50,775,"PUNJABI DHABHA,2525 W DEVON AVE",GRD FL,60659
+9451,6520,2,774,7-ELEVEN,1036 N DEARBORN ST 1ST,60610
+9452,65213,47,NaN,VIAJES MAGNUM,4259 N WESTERN AVE,60618
+9453,65232,42,NaN,HANS N BEHR,350 N ORLEANS ST 1323,60654
+9454,6524,11,775,ILLINOIS SPORTSERVICE INC,333 W 35TH ST,60616
+9455,65257,16,NaN,SAM'S DOLLAR PLUS,1001 W 59TH ST 1ST,60621
+9456,65264,12,NaN,CRYSTAL OPTICAL,2709 W CERMAK RD,60608
+9457,65265,32,NaN,LULA CAFE,2537 -2541 N KEDZIE BLVD,60647
+9458,65268,4,638,"BURNHAM HARBOR DOCKSIDE CAFE,1559 S LAKE SHORE DR",FIRST,60605
+9459,6530,29,NaN,THE HARRINGTON & KING PERF CO,5655 W FILLMORE ST,60644
+9460,65302,42,NaN,"GRUBB & ELLIS MGT SERVICE INC,1 N STATE ST",1100,60602
+9461,65308,9,NaN,G & W CONTRACTOR,9919 S FOREST AVE 1ST,60628
+9462,65319,24,NaN,J & R CONTRACTORS INC.,4334 W 21ST ST 1ST,60623
+9463,6533,5,726,The University of Chicago Medical Center,5656 S MARYLAND AVE 2-8,60637
+9464,65357,10,NaN,DO- ALL GLASS ALUMINUM INC.,8720 S COMMERCIAL AVE,60617
+9465,65358,33,638,LITTLE BUCHAREST BISTRO,3661-3665 N ELSTON AVE 1ST,60618
+9466,65366,34,NaN,SAM & SALLIE HALL,537 W 111TH ST 1ST,60628
+9467,65374,47,NaN,HELLO 2000,4353 N WESTERN AVE 1ST,60618
+9468,65384,20,763,MR. JACK'S FOOD & LIQUOR,5901 S STATE ST 1ST,60621
+9469,65395,32,NaN,CLYBOURN EXPRESS,2452 N CLYBOURN AVE 1ST,60614
+9470,65406,27,741,WASTE MANAGEMENT METRO,1500 N HOOKER ST,60622
+9471,65416,28,NaN,ACCENTS,2246 W TAYLOR ST 1ST,60612
+9472,65419,42,NaN,TOM JAMES COMPANY,233 N MICHIGAN AVE 18,60601
+9473,65465,1,763,7-Eleven,2401 N MILWAUKEE AVE,60647
+9474,65478,42,720,CHICAGO THEATRE GROUP,170 N DEARBORN ST,60601
+9475,65487,2,775,MILLENNIUM KNICKERBOCKER HOTEL-NIX,163 E WALTON ST 2ND F,60611
+9476,65522,39,NaN,"HAIR PERFECTION,5421 W DEVON AVE",1,60646
+9477,65524,5,763,AMOCO OIL COMPANY,6701 S JEFFERY BLVD,60649
+9478,65531,25,NaN,AZTECA FURNITURE II INC,1639 W 18TH ST 1ST,60608
+9479,65541,5,775,UNIVERSITY OF CHICAGO HOSPITAL,5758 S MARYLAND AVE,60637
+9480,6556,45,NaN,WHITE HEN PANTRY #0-8901-3,5789 N MILWAUKEE AVE 1ST,60646
+9481,65564,40,NaN,SUPERIOR IMAGE HAIR DESIGN,1520 W DEVON AVE 1ST,60660
+9482,6557,42,NaN,"CASH STATION INC,200 S WACKER DR",1000,60606
+9483,65572,42,NaN,A AAA TROPHY,662 N DEARBORN ST 1ST,60610
+9484,65611,42,NaN,"KORN/FERRY INTERNATIONAL FUTURESTEP INC,233 S WACKER DR",700,60606
+9485,65614,2,NaN,Z GALLERIE,938 W NORTH AVE 1ST,60622
+9486,65629,38,NaN,JL CONTRACTOR SERVICES,5357 W SUNNYSIDE AVE 2ND,60630
+9487,65635,47,NaN,LA TIJERS DE ORO GOLDEN SISTER,4440 N WESTERN AVE 1ST,60625
+9488,6564,12,638,EL CHISME REST INC,3322 W 26TH ST,60623
+9489,65645,22,NaN,EL NORTENO,3652 W 26TH ST 1ST,60623
+9490,65660,42,NaN,HARDEN FURNITURE INC,222 W MERCHANDISE MART PLZ 10-164,60654
+9491,65688,11,864,"FRESH,START PRODUCE INC",1250 W 42ND ST,60609
+9492,65710,13,NaN,NINE COMMUNICATIONS,6622 S PULASKI RD 1ST,60629
+9493,65723,10,NaN,"VAZQUEZ G CONTRACT,10601 S AVENUE F",1ST,60617
+9494,6574,33,829,PETE'S PLACE,2825 W IRVING PARK RD,60618
+9495,6576,25,775,EMPEROR'S CHOICE RESTAURANT,2238 S WENTWORTH AVE,60616
+9496,65775,42,NaN,"UNISYS CORPORATION,1 E WACKER DR",2300,60601
+9497,65829,42,NaN,"PRENTISS PROPERTIES AQUISITION,123 N WACKER DR",1300,60606
+9498,65831,1,NaN,"LUCY DOMINO CLOTHING,1917 W DIVISION ST",STORE,60622
+9499,65838,43,NaN,CHRISTINE'S CONCEPTS IN DESIGN,807 W DICKENS AVE 1ST,60614
+9500,6586,22,666,MINUTE MAN CONVENIENCE CENTER,4257 W 26TH ST 1ST,60623
+9501,65866,42,NaN,COOKTEK,156 N JEFFERSON ST 3 300,60661
+9502,6587,42,743,"DICK'S LAST RESORT OF CHGO INC,435 E ILLINOIS ST",2,60611
+9503,65886,43,NaN,"WEAVING WORKSHOP INC.,2218 N LINCOLN AVE",MAIN,60614
+9504,65887,38,666,AUSTIN & MONTROSE CITGO,5959 W MONTROSE AVE GROUND,60634
+9505,65894,14,775,AGENCIA MEXICANA,2701 W 51ST ST 1ST,60632
+9506,65901,30,NaN,VIP ELECTRONICS & WIRELESS,3206 N PULASKI RD,60641
+9507,65906,42,NaN,"U.S. EQUITIES DEVELOPMENT LLC,20 N MICHIGAN AVE",200,60602
+9508,6592,36,775,VILLAMAR IMPORTS INC,5949 W FULLERTON AVE,60639
+9509,65963,49,NaN,NET RAD RADIOLOGY ASSOC,6602 N CLARK ST 1ST,60626
+9510,65967,25,NaN,AWNINGS EXPRESS,2415 W 24TH PL,60608
+9511,65968,30,NaN,SUN AUTO WERKS INC,4626 W CORNELIA AVE 1ST,60641
+9512,6597,21,775,GEORGE'S LIQUOR & FOOD,1438 W 95TH ST,60643
+9513,65979,5,NaN,DANIEL J KNIGHT & ASSOCIATES,1525 E 53RD ST 2 A,60615
+9514,65993,41,NaN,"SUNGLASS HUT/WATCH STATION 3187,11601 W TOUHY AVE",SPC-,60666
+9515,65997,7,NaN,"PRIMERICA,9510 S CONSTANCE AVE",C7,60617
+9516,66022,43,775,COSI,2200 N CLARK ST,60614
+9517,66028,42,NaN,THE IDM GROUP,200 N MICHIGAN AVE,60601
+9518,66031,42,829,BACK ROOM,937 N RUSH ST BSMT,60611
+9519,66037,8,NaN,NEWELL APPAREL,8016 S COTTAGE GROVE AVE,60619
+9520,66039,6,NaN,"METRO BUSINESS SEVICE,400 W 76TH ST",230,60620
+9521,6604,50,829,SIBLINGS,2827 W HOWARD ST,60645
+9522,66093,42,775,"LOBBY NEWSTAND,100 W RANDOLPH ST",1ST,60601
+9523,66150,42,NaN,"TEKSYSTEMS INC.,111 N CANAL ST",105,60606
+9524,66151,27,NaN,JACQUIE DEAN SALON,670 W HUBBARD ST,60654
+9525,66190,42,NaN,"CROSSLAND LLC,141 W JACKSON BLVD",1710-A,60604
+9526,6623,3,NaN,"JERNBERG INDUSTRIES INC,328 W 40TH PL",1ST,60609
+9527,66253,48,665,ANTONIO E. MORALES-PITA,5740 N SHERIDAN RD 5TH 5D,60660
+9528,66284,10,NaN,PRONTO STAFFING SERVICES INC,10526 S EWING AVE 1ST,60617
+9529,66299,42,NaN,"U.S. EQUITIES ASSET MANAGEMENT,LLC",540 N STATE ST 9TH 900,60610
+9530,6631,28,816,"LEWIS PAPER PLACE,1540 S ASHLAND AVE",101,60608
+9531,66320,37,NaN,B & S HARDWARE INC,5521 W NORTH AVE 1ST,60639
+9532,6634,42,NaN,DALAL FOOD W LIQUOR INC,414 N STATE ST,60610
+9533,66341,47,NaN,"STAND ALONE INC,3862 N LINCOLN AVE",2,60613
+9534,66350,35,819,ROBERTO PILLAJO,2305 N RIDGEWAY AVE,60647
+9535,66367,41,NaN,SEDGWICK CLAIMS MANAGEMENT SERVICES INC.,8755 W HIGGINS RD 11TH 1100,60631
+9536,66388,27,NaN,TRENTEX INDUSTRIES INC,346 N JUSTINE ST 1ST,60607
+9537,66399,22,NaN,TIFFANY'S FLOWERS & GIFTS,3645 W 25TH ST 1ST,60623
+9538,6640,35,NaN,ECONOMY LIQUOR INC,3753 W FULLERTON AVE,60647
+9539,6642,44,784,REPLAY,3439 N HALSTED ST,60657
+9540,66456,31,NaN,ALL TRAVEL & SERVICES,4444 W DIVERSEY AVE,60639
+9541,6647,32,NaN,B & W BOOKSTORES INC,1548 W NORTH AVE,60622
+9542,66512,50,NaN,CHANDNI BOUTIQUE INC,2503 W DEVON AVE 2ND,60659
+9543,6653,48,NaN,RESTORATION SALON,5349 N CLARK ST 1ST,60640
+9544,66530,22,NaN,CONTINENTAL WINDOW SOUTH,4343 S KILPATRICK AVE,60632
+9545,66552,1,704,MOKSHA YOGA CENTER INC.,2528 W ARMITAGE AVE 2ND,60647
+9546,66562,37,775,MARGIE'S BEEF M,1334 N CICERO AVE 1ST,60651
+9547,66567,10,NaN,"WINDY FREEZE,8501 S COMMERCIAL AVE",1,60617
+9548,66610,25,741,NATIONAL WASTE SERVICES,2608 S DAMEN AVE,60608
+9549,66638,50,NaN,PIDC PAN HOUSE,6342 N WESTERN AVE 1ST,60659
+9550,6664,27,NaN,BOND CORP.,2100 W FULTON ST,60612
+9551,66652,3,NaN,UNTOUCHABLES DESIGNS,67 E 43RD ST,60653
+9552,66655,10,NaN,CRUZ BROTHERS TUCKPOINTING MAI,9247 S COMMERCIAL AVE 1ST,60617
+9553,66718,8,NaN,UNIVERSITY TRANSPORT LIVERY,2034 E 79TH ST,60649
+9554,66726,2,720,"ACCESS LIVING OF METROPOLITAN,CHICAGO",115 W CHICAGO AVE,60610
+9555,6673,42,NaN,FMC CORPORATION,200 E RANDOLPH ST,60601
+9556,66746,23,NaN,AVAIRPROS SERVICES INC,5333 S LARAMIE AVE 1ST,60638
+9557,6678,20,775,SUPERMERCADO EL CUBANO INC,4939 S ASHLAND AVE,60609
+9558,66793,42,NaN,"DUS MANAGEMENT INC AS AGENT,35 E WACKER DR",600,60601
+9559,6681,11,775,GEORGE'S RESTAURANT,3445 S HALSTED ST,60608
+9560,66812,37,NaN,RAFA SPORTS,4545 W DIVISION ST 1ST,60651
+9561,6682,42,775,STATE STREET OTB,177 N STATE ST,60601
+9562,66841,8,673,"EBERSON ROOF & METAL CORP,8000 S SOUTH CHICAGO AVE",1ST,60617
+9563,66847,8,NaN,UNITED STATES GEAR CORP,9420 S STONY ISLAND AVE,60617
+9564,66872,8,894,PRECIOUS LADY HAIR SALON,8452 S STONY ISLAND AVE 1ST,60617
+9565,66882,5,NaN,"JNJ CONSTRUCTION,6737 S OGLESBY AVE",3,60649
+9566,66898,47,NaN,"REBECCA DALY,4817 N OAKLEY AVE",2,60625
+9567,6692,2,NaN,"AMERICAN ACADEMY PEDIATRIC DEN,211 E CHICAGO AVE",700,60611
+9568,66929,27,NaN,"COUDAL PARTNERS,400 N MAY ST",301,60642
+9569,6694,42,775,BAKE FOR ME,321 N CLARK ST 1 1,60654
+9570,66947,42,NaN,PROMOTION GROUP CENTRAL,444 N ORLEANS ST 3 300,60654
+9571,6695,39,775,LEO NATURALS,3242 W FOSTER AVE,60625
+9572,66987,5,NaN,"J & L ASSOCIATES MANAGEMENT,INC,1507 E 53RD ST",1ST,60615
+9573,67006,16,NaN,"TWO J'S SHEET METAL WORKS,5828 S OAKLEY AVE",1ST,60636
+9574,67023,30,638,LITTLE RASCALS,4356 W BELMONT AVE 1ST,60641
+9575,67043,40,NaN,JADE'S NAILS,5232 N CLARK ST 1ST,60640
+9576,67064,29,NaN,NABIL FOOD SERVICE,4825 W ARTHINGTON ST 1ST,60644
+9577,67089,2,NaN,"KAEHLER TRAVELWORKS LLC,835 N MICHIGAN AVE",6TH,60611
+9578,67090,42,NaN,"CLOSERLOOK INC,212 W SUPERIOR ST",300,60610
+9579,6710,19,775,WONDERBURGER INC,11045 S KEDZIE AVE,60655
+9580,67115,25,NaN,"ROOSEVELT-JEFFERSON CURRENCY,570 W ROOSEVELT RD",1,60607
+9581,67116,22,NaN,DOLEX DOLLAR EXPRESS,3649 W 26TH ST,60623
+9582,67118,13,NaN,CYNTHIA GENTILE TRANSPORATION,6245 S AUSTIN AVE 1ST,60638
+9583,67126,18,NaN,LINDA CONSTRUCTION INC.,3046 W 77TH ST,60652
+9584,6714,42,NaN,METROPOLITAN CHICAGO HEALTHCARE COUNCIL,222 S RIVERSIDE PLZ 19 1900,60606
+9585,6718,6,774,SAM'S CUT RATE FOOD & LIQ INC,500 E 75TH ST 1ST,60619
+9586,67211,8,894,I AM PRECIOUS JEWELS FROM HEAD,1858 E 87TH ST GROUND,60617
+9587,67250,10,911,"HOT STUFF CLOTHING,9121 S COMMERCIAL AVE",GROUN,60617
+9588,67254,10,NaN,RCB TIRESHOP,9415 S COMMERCIAL AVE 1 1,60617
+9589,67258,25,NaN,SANCHEZ SALES,1647 W 18TH ST,60608
+9590,67323,33,904 | 608,GROOMING PARLOR,3725 N ELSTON AVE,60618
+9591,67357,32,NaN,SAITOE',1861 N MILWAUKEE AVE 1ST,60647
+9592,6737,32,NaN,HOWARD ORLOFF JAGUAR VOLVO INC,1924 N PAULINA ST,60622
+9593,67371,35,NaN,FANTASTIC SAVINGS,2756 N MILWAUKEE AVE # 1ST,60647
+9594,6738,19,775,SANDRA A VOGWILL,9917 S WALDEN PKWY 1ST,60643
+9595,67386,4,NaN,SOUTH SHORE DECOR,1328 E 47TH ST 1ST,60653
+9596,67407,37,NaN,JJ'S CLOTHING,4545 W DIVISION ST 1ST H29-30,60651
+9597,67414,39,NaN,RED AUTO BODY,4600 N ELSTON AVE 1ST,60630
+9598,67426,31,NaN,THE BARBER SHOP,4957 W DIVERSEY AVE 1ST,60639
+9599,67559,8,NaN,DIALLO & TAILORING,8647 S COTTAGE GROVE AVE,60619
+9600,67572,6,NaN,JANE'S HAIR CONNECTION,418 E 87TH ST 1ST,60619
+9601,67607,6,NaN,MARKETTE J MONEY,314 E 75TH ST 1ST,60619
+9602,6761,22,NaN,"PARK HOUSE NURSING AND REHABILITATION CENTER LLC,2320 S LAWNDALE AVE",1ST,60623
+9603,6763,33,NaN,"AMBASSADOR NURSING CENTER,4900 N BERNARD ST",1,60625
+9604,6764,46,775,"THOREK MEMORIAL HOSPITAL,850 W IRVING PARK RD",1,60613
+9605,6765,33,NaN,"HENRY FRERK SONS INC.,3135 W BELMONT AVE",1,60618
+9606,67657,27,NaN,PURCON LTD INC,3401 W CHICAGO AVE 1ST,60651
+9607,67663,2,NaN,SEE INC.,835 N MICHIGAN AVE 2ND 3035,60611
+9608,67681,42,NaN,"MARY GILLIKIN MILLWORK CORP,208 S LA SALLE ST",760,60604
+9609,67698,42,NaN,"SAVITZ FIELD & FOCUS,444 N MICHIGAN AVE",500 5,60611
+9610,6772,36,NaN,PRESENCE OUR LADY OF THE RESURRECTION,5645 W ADDISON ST,60634
+9611,6773,35,638,SILBY HOUSE RESTAURANT,3700 W LAWRENCE AVE 1ST,60625
+9612,67737,14,NaN,MINI-PRINT,5209 S KEDZIE AVE 1ST,60632
+9613,67761,18,NaN,WINDY CITY CAR WASH AND DETAIL SERVICES,3445 W COLUMBUS AVE 1ST,60652
+9614,67779,1,NaN,"Banfield Pet Hospital #0428,2665 N ELSTON AVE",428,60647
+9615,6780,22,763,MOBIL - TIP TOP CARWASH,2800 S KEDZIE AVE,60623
+9616,6781,27,942,SPECTRUM SPORTS BAR & GRILL,333 S HALSTED ST,60661
+9617,67821,42,NaN,"BLACK & VEATCH CORPORATION,101 N WACKER DR",1100,60606
+9618,67822,37,NaN,CHICAGO PULASKI CURRENCY EXCH,801 N PULASKI RD,60651
+9619,67834,27,NaN,GUNZOS SPORT CENTER,1350 W MADISON ST 1ST,60607
+9620,6784,41,NaN,EYE ON DESIGN,6124 N NORTHWEST HWY,60631
+9621,67857,1,NaN,SCORE EDUCATIONAL CENTER INC,1300 E N ASHLAND AVE,60622
+9622,67858,40,720,TRANSFIGURATION PARISH,2609 W CARMEN AVE,60625
+9623,6786,40,638,KONAK RESTAURANT,5150 N CLARK ST 1ST,60640
+9624,67863,8,911,KAYRA IMPORTS,1729 E 87TH ST 1ST,60617
+9625,6787,46,775,The Bar on Buena,910 W BUENA AVE,60613
+9626,67871,25,829,"CROCODILE LOUNGE,221 W VAN BUREN ST",1ST,60607
+9627,6789,43,775,CHARLIE'S ALE HOUSE,1224 W WEBSTER AVE,60614
+9628,6791,27,NaN,WATER SAVER FAUCET CO,701 W ERIE ST,60654
+9629,6794,18,775,PRESTIGE HOYNE LIQUOR,2043 W 79TH ST,60620
+9630,67988,48,NaN,PERFECTIONS,1109 W BERWYN AVE,60640
+9631,67990,17,673,SAM'S ROOFING & CONSTRUCTION,7628 S ASHLAND AVE 1ST,60620
+9632,68022,8,NaN,TRANS-ACTION AUTOMOTIVE,1533 E 71ST ST 1ST,60619
+9633,68031,12,NaN,"JUGUETILANDIA,3115 W 26TH ST",413,60623
+9634,6804,48,NaN,"GRAN ADELL MANUFACTURING CO,1111 W WINONA ST",1,60640
+9635,68114,37,763,NORTH AND LARAMIE AMOCO,5133 W NORTH AVE 1ST,60639
+9636,68120,44,638,LEVY RESTAURANTS,1060 W ADDISON ST 1,60613
+9637,68145,42,NaN,CHAMBERS PRINTING SERVICES,218 S WABASH AVE # 602,60604
+9638,6817,47,774,DELICATESSEN MEYER INC.,4750 N LINCOLN AVE 1ST,60625
+9639,68185,12,NaN,"COLONIAL UNISEX,2553 S KEDZIE AVE",1ST,60623
+9640,68220,13,NaN,"C & D BEAUTY SALON,4635 W 63RD ST",1FLR-,60629
+9641,68244,2,725,AMPCO SYSTEM PARKING,1465 W WEBSTER AVE,60614
+9642,68245,26,NaN,"LOPEZ FASHION,4038 W ARMITAGE AVE",1,60639
+9643,68266,5,NaN,YEHIA CONCEPTS INC,1619 E 55TH ST 1ST,60615
+9644,68302,41,NaN,WILSONS THE LEATHER EXPERTS,11601 W TOUHY AVE SPC#TIC.U18A,60666
+9645,68332,11,775,SUBWAY SANDWICH & SALAD,753 W 31ST ST 1ST,60616
+9646,68346,27,775,"OMAHA STEAKS,1001 W NORTH AVE",1ST,60622
+9647,68427,45,829,GALVIN'S PUBLIC HOUSE,5901 W LAWRENCE AVE 1ST,60630
+9648,68459,44,NaN,BAG & BAGGAGE GALLERY,2828 N CLARK ST 3RD,60657
+9649,6848,27,708,NATHAN LINN & SONS INC,309 S GREEN ST,60607
+9650,68489,38,NaN,VITAMINKA HERBS HEALTH FOOD,3412 N HARLEM AVE 1ST,60634
+9651,68504,34,NaN,SARAFINA HAIR BRAIDING,11257 S HALSTED ST,60628
+9652,68512,10,NaN,CHICAGO DRY DOCK INC,3025 E 104TH ST 1ST,60617
+9653,68540,42,775,GUCKENHEIMER ENTERPRISES,233 W WACKER DR # 27TH,60606
+9654,6875,30,774,ALEGRE RESTAURANT & BAR,5406 W FULLERTON AVE 1ST,60639
+9655,6886,1,775,CARLOS FOOD & LIQUOR,1401 N WESTERN AVE,60622
+9656,6907,37,763,P & I FOOD & LIQUOR INC.,4154-4158 W DIVISION ST 1,60651
+9657,6910,7,775,BUDGET FOOD & LIQUOR,2504 E 79TH ST,60649
+9658,6924,44,725,CHGO NATL LEAGUE BALL CLUBINC,1102 W WAVELAND AVE 1ST,60613
+9659,6929,3,775,"ALICE'S BAR B QUE,65 E 43RD ST",1ST,60653
+9660,69406,36,NaN,ALL PRODUCTS AUTOMOTIVE,4701 W CORTLAND ST,60639
+9661,6942,42,638,"DAO THAI RESTRAUNT,230 E OHIO ST",1ST,60611
+9662,69449,48,NaN,ALLIGATOR RECORDS & ARTIST MANAGEMENT INC.,1441 W DEVON AVE 1-3,60660
+9663,6947,29,NaN,DEHLER MANUFACTURING CO INC,5801 W DICKENS AVE,60639
+9664,69769,42,720,ANTI-DEFAMATION LEAGUE,120 S LA SALLE ST 11TH 1150,60603
+9665,6990,49,775,SAK'S SERVICE INC,7201 N CLARK ST 1ST,60626
+9666,70,38,638,MR BEEF ON HARLEM LTD,3917 N HARLEM AVE 1ST,60634
+9667,7002,30,NaN,R L CORTY & CO INC,3704 N CICERO AVE,60641
+9668,7003,38,743,RED,5415 W IRVING PARK RD 1ST,60641
+9669,7005,36,775,NOWAK'S FARMERS MARKET & LIQ,5259 W FULLERTON AVE 1ST,60639
+9670,70104,26,NaN,Brian Allendorfer Company Inc.,1240 N CENTRAL PARK AVE,60651
+9671,7015,16,763,"SAVE MORE FOOD & LIQUOR,2534 W 59TH ST",1,60629
+9672,7023,45,638,"LIDO INC,5504 N MILWAUKEE AVE",1ST F,60630
+9673,70298,31,NaN,BEL-PARK SERVICE INC.,2540 N PULASKI RD 1ST,60639
+9674,7031,41,630,MORETTI'S,6727-6733 N OLMSTED AVE 1ST AND 2ND FLOORS,60631
+9675,7032,4,775,KASEY'S TAVERN,701 S DEARBORN ST,60605
+9676,7038,16,763,RACINE FOOD & LIQUOR INC,1148 W 69TH ST 1ST,60621
+9677,7049,10,775,DOLLAR BILLS #640,3528 E 118TH ST,60617
+9678,7060,3,638,TOMMY GUN'S GARAGE,2114-2118 S WABASH AVE,60616
+9679,7063,30,NaN,"STOP N SHOP,3396",-03398 N MILWAUKEE AVE 1ST,60641
+9680,7082,29,NaN,LEO'S DANCEWARE INC,1900 N NARRAGANSETT AVE 1ST,60639
+9681,7098,42,775,MIA TORRE,233 S WACKER DR 2ND,60606
+9682,71076,24,NaN,CHARTER STEEL TRADING CO INC,4401 W ROOSEVELT RD,60624
+9683,71201,3,NaN,"CFT,1556 S MICHIGAN AVE",3A,60605
+9684,7132,41,775,CZERWONE JABLUSZKO RESTAURANT,6474 N MILWAUKEE AVE,60631
+9685,7149,44,624,"RECKLESS RECORDS,3126 N BROADWAY",1,60657
+9686,7165,23,NaN,JET RACK CORPORATION,6200 S NEW ENGLAND AVE 1ST,60638
+9687,7171,17,774,"SEVEN TO ONE INC.,2610 W 71ST ST",1,60629
+9688,7174,24,775,SUPER NICK FOOD,4115 W ROOSEVELT RD,60624
+9689,7198,30,NaN,SID HARVEY INDUSTRIES INC,3950 W BELMONT AVE,60618
+9690,7214,28,NaN,HYRE ELECTRIC COMPANY,2320 W OGDEN AVE,60608
+9691,7221,42,NaN,EQUITY LIFESYLE PROPERTIES INC.,2 N RIVERSIDE PLZ # 800,60606
+9692,72268,43,NaN,DIMENSIONS MANAGEMENT,2034 N CLARK ST,60614
+9693,7232,38,775,AQUA BELLA,3630 N HARLEM AVE 1ST,60634
+9694,7262,25,775,"FRUTERIA LA HUERTA #2 INC,1757",-01759 W 18TH ST 1ST,60608
+9695,7266,42,NaN,PRINTING INDUSTRY OF ILLINOIS ASSOCIATION,70 E LAKE ST # 540,60601
+9696,7285,13,775,MIDWAY BAKERY INC,6044 W 63RD ST 1ST,60638
+9697,73007,40,720,FAMILY RESOURCE CENTER,5828 N CLARK ST,60660
+9698,7318,4,743,BUDDY GUY'S LEGENDS,700 S WABASH AVE 1 & 2,60605
+9699,7319,44,725,ISMAEL CRUZ,3543 N RACINE AVE,60657
+9700,7348,42,708 | 767,"CHICAGO WATER TAXI,105 W RIVERWALK",1,60601
+9701,7349,49,829,RED LINE TAP,7006 N GLENWOOD AVE 1ST,60626
+9702,7359,44,NaN,BROMPTON AUTO BODY SHOP,3532 N HALSTED ST,60657
+9703,7372,44,NaN,FIRST STATE SAFE DEPOSIT BOX C,2800 N BROADWAY,60657
+9704,74449,8,NaN,CREATIVE LEARNING ACADEMY,8515 S STONY ISLAND AVE,60617
+9705,7460,44,829,REDMOND'S,3356-3358 N SHEFFIELD AVE,60657
+9706,7483,44,942,Clark Street Dog,3200 N BROADWAY,60657
+9707,7484,44,775,THAI CLASSIC RESTAURANT,3332 N CLARK ST,60657
+9708,7491,42,775,"CELLARS MARKET,141 W JACKSON BLVD",A112,60604
+9709,75008,27,NaN,KAUCK PRODUCTIONS INC,1621 W WALNUT ST 2ND 200,60612
+9710,75037,11,NaN,KEMPNER CO,629 W CERMAK RD 3RD 301,60616
+9711,7512,28,774,H & K FOODS & LIQUOR INC,2858 W ROOSEVELT RD,60612
+9712,7525,25,NaN,CHELAS PRODUCE,1806 S RACINE AVE,60608
+9713,75283,11,NaN,LA GROU HALSTED,4350 S HALSTED ST 1ST,60609
+9714,7529,12,699,"CALIFORNIA,GARDENS NURSING & REHABILITATION C...",2829 S CALIFORNIA BLVD 1ST,60608
+9715,7534,23,638,J B BRANDY'S,5200 S CICERO AVE GROUND,60638
+9716,75467,20,NaN,LEADER BOX CORP.,4831 S MAY ST,60609
+9717,7551,19,775,WALGREENS #04306,1633 W 95TH ST 1ST,60643
+9718,7629,3,763,PETRA FOOD AND LIQUORS,128 E 51ST ST,60615
+9719,7632,36,638,PARKVIEW VILLA INC,6155 W FULLERTON AVE,60639
+9720,7636,42,775,KRAMER'S HEALTH FOODS,230 S WABASH AVE # 1ST,60604
+9721,7637,10,829,"PAPICHULO GRILL AND LOUNGE,13601 S CALHOUN AVE",1,60633
+9722,7654,27,779 | 712,FIRESTONE,909 W NORTH AVE,60622
+9723,76572,35,894,MURDA AND RAY HAIR DESIGNS,3548 W FULLERTON AVE,60647
+9724,76845,21,NaN,NOLAN BOILER & TANK SERVICE INC.,8531 S VINCENNES AVE,60620
+9725,7689,37,929,TRITON INDUSTRIES INC,1020 N KOLMAR AVE,60651
+9726,7690,33,763,PRESTIGE LIQUORS,3210 W MONTROSE AVE,60618
+9727,7691,2,775,"THE MOODY BIBLE INSTITUTE OF CHICAGO,820 N LA SALLE DR",STUDE,60610
+9728,7776,47,NaN,"SUSIE CHINA INC,3248 N LINCOLN AVE",1,60657
+9729,7778,1,NaN,"A A A METAL FINISHERS INC,2902 W ARMITAGE AVE",1,60647
+9730,7783,41,775,SPARTAN BROS.INC.,7140 N HARLEM AVE,60631
+9731,7784,39,NaN,AMERICAN HOME HEATING INC,4985 N ELSTON AVE,60630
+9732,7786,42,NaN,"BABSON FARMS INC,400 N MICHIGAN AVE",1120,60611
+9733,7790,23,NaN,COMFORT SOLUTIONS INC.,5231 S NORDICA AVE,60638
+9734,7797,48,726,SHORELINE TOWERS CONDO ASSOC,6301 N SHERIDAN RD,60660
+9735,7824,42,NaN,INTEREP NATIONAL RADIO SALES,205 N MICHIGAN AVE,60601
+9736,7834,25,NaN,ENTERPRISE OIL CO,3200 S WESTERN AVE,60608
+9737,78399,29,NaN,H. SATTLER PLASTICS CO.,5410 W ROOSEVELT RD,60644
+9738,7900,28,NaN,SUNRISE TRANSPORTATION,4510 W MADISON ST,60624
+9739,79002,10,NaN,STARGOLD JEWELRY,9129 S COMMERCIAL AVE,60617
+9740,7905,18,NaN,CANDOR ELECTRIC INC.,7825 S CLAREMONT AVE,60620
+9741,7906,48,775,"LOS ARCOS,5525 N CLARK ST",1,60640
+9742,7907,47,763,LEE GROCERY INC,4332 N WESTERN AVE,60618
+9743,7911,39,NaN,JERSEY AUTOMOTIVE INC.,5639 N JERSEY AVE,60659
+9744,7917,3,NaN,VEGAS FOOD & LIQUOR INC,330 E PERSHING RD,60653
+9745,7922,8,774,W & R FOOD & LIQUOR INC,1717 E 79TH ST,60649
+9746,7924,42,829,HOTEL INTER-CONTINENTAL - ZEST RESTAURANT,505 N MICHIGAN AVE,60611
+9747,7938,44,829,RAW BAR & GRILL,3718-3720 N CLARK ST,60613
+9748,7942,29,775,"WINNERS SPORT BAR & GRILL INC,5912,- 5914 W MADISON ST",1,60644
+9749,7945,16,774,D & A FOOD & LIQUOR,1601 W GARFIELD BLVD,60636
+9750,79513,42,NaN,THE DISNEY STORE #838,717 N MICHIGAN AVE,60611
+9751,7953,12,775,LA CASA DE SAMUEL REST.,2834 W CERMAK RD 1ST,60623
+9752,7954,26,763,PAGAN WESTSIDE LIQUORS,3251 W DIVISION ST 1ST,60651
+9753,79616,16,NaN,THE SALVATION ARMY THRIFT STORE,5110 S ASHLAND AVE,60609
+9754,7962,22,638,"SABOR MEXICO RESTAURANT,3515 W 26TH ST",1,60623
+9755,7972,30,775,RESTAURANTE ALEXY'S Y TAQUERIA,3027 N MILWAUKEE AVE,60618
+9756,7973,37,774,JOEY'S LIQUOR INC,1203 N LARAMIE AVE 1ST,60651
+9757,79887,31,NaN,TURK ELECTRIC SIGN CO,3434 N CICERO AVE,60641
+9758,7996,4,NaN,AMERICAN FIELD PUBLISHING CO,542 S DEARBORN ST 6 650,60605
+9759,8,27,829,BASSI'S LOUNGE,1200 W HUBBARD ST,60642
+9760,8003,3,864,Swap-O-Rama Inc.,1723 S MICHIGAN AVE,60616
+9761,80114,12,712,V& M TECNICENTRO AUTOMOTRIZ INC.,3017 W 26TH ST,60623
+9762,80160,42,616,VELOCITY COURIER INC,676 N LA SALLE DR,60654
+9763,8020,27,829,9 MUSES BAR & GRILL,315 S HALSTED ST 1ST #,60661
+9764,8023,26,NaN,ALL AMERICAN LOUNGE,3018 W NORTH AVE 1ST,60647
+9765,8046,42,NaN,"CNN NEWSOURCE SALES INC.,180 N STETSON AVE",2700,60601
+9766,80484,50,NaN,WHEEL OF CHICAGO,6229 N WESTERN AVE,60659
+9767,8060,14,NaN,II IN ONE CONTRACTORSINC,4344 W 45TH ST,60632
+9768,8064,26,774,LATIN GROCERY & LIQUOR INC,3800 W NORTH AVE 1ST,60647
+9769,8065,18,NaN,AFTERTHOUGHTS #8251,7601 S CICERO AVE # FORD,60652
+9770,8078,42,775,BILLY GOAT TAVERN,330 S WELLS ST,60606
+9771,8084,24,775,SOLID GOLD FOOD & LIQUOR,3821-3823 W ROOSEVELT RD,60624
+9772,8088,23,829,ANNIE'S & AL'S BAR & GRILL INC,6501 W 63RD ST,60638
+9773,81052,47,NaN,GEM PROPERTY DEVELOPERS INC.,3628 N WESTERN AVE,60618
+9774,81060,39,NaN,RELIANCE MORTAGE INC,4901 N ELSTON AVE,60630
+9775,8107,42,775,EASTERN LOBBY SHOPS # 4021,227 W MONROE ST,60606
+9776,81088,50,763,BISMILLAH ZABIHA MEAT & GROCER,2742 W DEVON AVE # STREE,60659
+9777,81118,25,NaN,JOSEPHINE MARIE SALAZAR HERNANDEZ,1811 W CERMAK RD,60608
+9778,81263,38,724,EMILIAS CLEANING SERVICE,5320 W CUYLER AVE 1ST,60641
+9779,81266,25,NaN,INEZ JIMENEZ,2251 W 19TH ST 1ST,60608
+9780,81303,30,NaN,OMEGA,5343 W MELROSE ST 1ST,60641
+9781,81344,13,NaN,MIDWAY TV REPAIR,6352 S PULASKI RD,60629
+9782,81365,42,735,SODEXO AMERICA LLC,500 W MONROE ST 11,60661
+9783,81372,1,775,DONA NATYS TACOS,1815 W CHICAGO AVE,60622
+9784,81388,42,NaN,"JUST SING,410 S MICHIGAN AVE",632F,60605
+9785,8144,27,864,STOCK YARDS PACKING CO,340 N OAKLEY BLVD 1,60612
+9786,81494,36,775,"STARBUCKS COFFEE #7948,6451 W DIVERSEY AVE",G11,60707
+9787,81549,42,NaN,"ITALIAN MARBLE & GRANITE,222 W MERCHANDISE MART PLZ",1308,60654
+9788,81560,27,743,THE NOBLE HORSE,1410 N ORLEANS ST,60610
+9789,81608,40,901,A CUSTOM CLIMATE,5055 N WESTERN AVE,60625
+9790,81616,8,NaN,Genesis Print & Copy Services Inc.,8319 S STONY ISLAND AVE 1ST,60617
+9791,81651,39,NaN,"MEDEMA BUILDERS INC,6200 N HIAWATHA AVE",260,60646
+9792,81665,27,NaN,"THOUGHTSPEED L.L.C.,1819 W GRAND AVE",201,60622
+9793,81672,27,775,"BOSTON MARKET #300,1562 N WELLS ST",MAIN,60610
+9794,81697,25,NaN,HENSLEY COMPANY,329 W 18TH ST,60616
+9795,81721,31,925,MADEMOISELLE INC,4200 W SCHUBERT AVE 1,60639
+9796,81763,27,NaN,"AM / PM PREMIUM CAR CARRIER,304 S HALSTED ST",207,60661
+9797,8177,24,775,MCDONALD'S,3200 W ROOSEVELT RD,60624
+9798,81780,1,NaN,ANA'S FURNITURE,1328 N MILWAUKEE AVE 1ST,60622
+9799,81783,21,793,LUXURY AUTO MALL,9502 S GENOA AVE 1ST,60643
+9800,81844,8,NaN,STAR CLEANERS,1311 E 79TH ST,60619
+9801,81851,12,775,"LA CONCHA,3858 S CALIFORNIA AVE",1ST,60632
+9802,81857,19,NaN,MINT ROOFING INC.,3312 W 111TH ST 2,60655
+9803,81876,42,NaN,"Maid in Chicago,203 N WABASH AVE",916,60601
+9804,81907,27,775,WINDY CITY CAFE,1060-1062 W CHICAGO AVE 1ST,60642
+9805,81923,25,NaN,CITY TRANSFER,2464 S LAFLIN ST,60608
+9806,81943,43,NaN,HAIR TRENDS,2655 N CLARK ST 1ST,60614
+9807,81997,39,666,PRIME CITGO,4603 N PULASKI RD 1ST,60630
+9808,82,48,775,"LETTUCE ENTERTAIN YOU,5419 N SHERIDAN RD",GENER,60640
+9809,82001,42,NaN,MORGAN SERVICES INC,323 N MICHIGAN AVE 1ST,60601
+9810,82017,2,743,Lovers Playground,872 N STATE ST,60610
+9811,82054,27,785,THE MINE MUSIC HALL,1431 W LAKE ST 1 AND MEZZ,60607
+9812,82096,45,NaN,"S.M. DELUXE SIGN INC,5668 N ELSTON AVE",1,60646
+9813,82105,43,763,"RANALLI'S,2301 N CLARK ST",NO. 1,60614
+9814,82684,32,NaN,CHRISTOPHER HOUSE - LOGAN SQR.,2610 N FRANCISCO AVE,60647
+9815,83,49,NaN,EL MEXICANO GROCERY,6703 N CLARK ST 1ST,60626
+9816,8306,27,NaN,CHICAGO SPOTLIGHT INC,1658 W CARROLL AVE,60612
+9817,8329,46,774,"PARK MARKET FOODS,3949 N PINE GROVE AVE",1,60613
+9818,8345,42,NaN,"CHICAGO'S LITTLE LADY,88 E WACKER DR",BOAT,60601
+9819,8348,25,725,CPS Parking,991 S WELLS ST,60602
+9820,8361,27,743,PRYSM NIGHTCLUB,1543 N KINGSBURY ST,60642
+9821,8372,33,NaN,"LANE BRYANT #848,2921 W ADDISON ST",1,60618
+9822,8399,6,699,PRINCETON REHABILITATION & HEALTH CARE INC.,255 W 69TH ST,60621
+9823,84279,17,NaN,PERFORMANCE AUTOMOTIVE SUPPLY,7040 S WESTERN AVE,60636
+9824,8450,42,NaN,"Cavalier Telephone and TV,205 N MICHIGAN AVE",4201,60601
+9825,84658,42,NaN,CHICAGO JAZZ FESTIVAL,200 S MICHIGAN AVE,60604
+9826,84673,17,NaN,SAMUEL WILSON,1720 W 79TH ST 1ST,60620
+9827,8492,4,775,KENTUCKY FRIED CHICKEN 200-147,1511 E HYDE PARK BLVD 1ST,60615
+9828,84936,27,720,GIRLS IN THE GAME,1501 W RANDOLPH ST,60607
+9829,85155,42,763,437 RUSH,437 N RUSH ST,60611
+9830,85162,44,NaN,"FINAN DEVELOPMENT CORP,2842 N HALSTED ST",1S,60657
+9831,85187,14,864,CRESENT FOODS INC,4343 W 44TH PL,60632
+9832,85210,11,864,"QUON YICK FOOD CO,639 W 26TH ST",1TH S,60616
+9833,85212,10,NaN,"KCBX TERMINALS,3259 E 100TH ST",1,60617
+9834,85216,14,775,BNB LAND VENTURE INC-BURGER KING #3386,5211 S CICERO AVE,60632
+9835,85231,33,775,S & S DELI INC,3290 N ELSTON AVE,60618
+9836,85286,42,775,BEEF AND BRANDY RESTAURANT,127 S STATE ST 1ST,60603
+9837,85291,2,774,TREASURE ISLAND FOODS INC,75 W ELM ST,60610
+9838,85292,31,692,"JIMENEZ COIN LAUNDROMAT,3800,-03810 W FULLERTON AVE",1ST,60647
+9839,85301,41,775,FANNIE MAY CANDIES,6700 N NORTHWEST HWY 1ST,60631
+9840,85305,45,775,MCDONALDS,3615 W IRVING PARK RD,60618
+9841,85312,42,638,MAGGIANO'S BANQUETS ON GRAND,111 W GRAND AVE 1SR,60610
+9842,85316,42,NaN,"CUSHMAN & WAKEFIELD OF ILLINOI,225 W WACKER DR",300,60606
+9843,85317,42,NaN,"BEAR STEARNS & CO INC,200 W MADISON ST",1020,60606
+9844,85323,20,NaN,QUAM-NICHOLS COMPANY,234 E MARQUETTE RD,60637
+9845,85325,42,763,OSCO DRUG STORE #5514,150 N MICHIGAN AVE,60601
+9846,85327,8,NaN,"SOLO CUP COMPANY,7431 S EAST END AVE",1,60649
+9847,85328,33,NaN,"VILLAGE DISCOUNT OUTLETINC,3301 W LAWRENCE AVE",1ST,60625
+9848,85331,42,NaN,FLAIR COMMUNICATION AGENCY INC,214 W ERIE ST,60610
+9849,85346,6,NaN,GROVE STORAGE COMPANY,7001 S SOUTH CHICAGO AVE,60637
+9850,85362,28,NaN,MOORE SUPPLY CO,4332 W FERDINAND ST,60624
+9851,85365,42,NaN,ABN AMRO SERVICES COMPANY INC.,540 W MADISON ST,60661
+9852,85368,42,638,COURTYARD BY MARRIOTT,12 E HUBBARD ST,60611
+9853,85369,42,638,RESIDENCE INN CHICAGO DOWNTOWN,11 S LA SALLE ST,60603
+9854,85370,42,775,Osteria Via Stato,620 N STATE ST,60610
+9855,85382,27,864,"GONNELLA BAKING,1001 W CHICAGO AVE",FIRST,60642
+9856,85384,31,864,NEWLY WED FOODS INC,4120 W FULLERTON AVE 1ST,60639
+9857,85389,33,666,MINUTE MAN CAR WASH,3218 W IRVING PARK RD 1ST,60618
+9858,85391,18,763,KEAN BROS INC,8200 S KEDZIE AVE,60652
+9859,85399,11,NaN,EDSAL MFG. CO.,4400 S PACKERS AVE,60609
+9860,85407,42,NaN,"INTERIOR CRAFTS,222 W MERCHANDISE MART PLZ",614,60654
+9861,85408,2,726,G. O. PARKING INC,1455 N CLARK ST 1ST,60610
+9862,85414,24,864,"WALKER HARRIS,3927 W FIFTH AVE",GROUN,60624
+9863,85415,5,775,ITALIAN FIESTA PIZZERIA INC,1919 E 71ST ST # 1ST,60649
+9864,85423,25,NaN,V & V SUPREMO FOODS INC,2141 S THROOP ST,60608
+9865,85430,14,NaN,WORLDS FINEST CHOCOLATE,4801 S LAWNDALE AVE,60632
+9866,85435,47,NaN,COMMUNITY HOME SUPPLY CO INC,3924 N LINCOLN AVE,60613
+9867,85441,37,NaN,SIMPLOMATIC MFG CO INC,4416 W CHICAGO AVE,60651
+9868,85443,43,725,ABM Parking Services,1845 N CLYBOURN AVE,60614
+9869,85445,27,725,RED TOP PARKING INC,1612-1624 W MADISON ST,60612
+9870,85446,22,775,GEORGE'S HOT DOGS,4032 W 26TH ST 1ST,60623
+9871,85452,39,767 | 708,Chicago Tribune Company LLC,4242 W BRYN MAWR AVE 0,60646
+9872,85455,14,816,"CENTRAL STEEL & WIRE COMPANY,3000 W 51ST ST",PLANT,60632
+9873,85458,49,775,CARIBBEAN AMERICAN BAKING CO,1539 W HOWARD ST,60626
+9874,85470,42,639,WOMAN'S ATHLETIC CLUB OF CHICAGO,626 N MICHIGAN AVE,60611
+9875,85471,1,775,DIVISION STREET LIQUORS,1759-1761 W DIVISION ST,60622
+9876,85476,27,816,RELIABLE PLATING CORPORATION,1538 W LAKE ST 1ST,60607
+9877,85480,45,NaN,B. E. ATLAS COMPANY,4300 N KILPATRICK AVE,60641
+9878,85487,14,864,"POLAMER INC,4425 S ARCHER AVE",1ST,60632
+9879,85490,41,638,EDISON PARK BOWL,6709-6713 N OLMSTED AVE 2ND,60631
+9880,85498,28,NaN,PACE INDUSTRIES INC,2545 W POLK ST,60612
+9881,85503,18,NaN,TALMAN AUTO REBUILDERS INC,7659 S WESTERN AVE,60620
+9882,85508,12,NaN,THE BEDDING EXPERTS INC,3145 S ASHLAND AVE,60608
+9883,85509,42,NaN,KOZY'S CYCLERY,219 W ERIE ST,60610
+9884,85512,39,NaN,R S OWENS & CO INC,5521 N LYNCH AVE,60630
+9885,85522,24,NaN,VENT PRODUCTS CO.INC.,1701-1725 S KOSTNER AVE,60623
+9886,85541,47,666,"GAS CITY,4070 N CLARK ST",1ST,60613
+9887,85549,10,NaN,"GALLO EQUIPMENT,11901 S AVENUE O",BACK,60617
+9888,85555,42,NaN,"BEBON OFFICE MACHINES,234 S WABASH AVE",1ST,60604
+9889,85558,27,NaN,GENERAL SURFACE HARDENING INC,2121 W CARROLL AVE,60612
+9890,85568,27,NaN,NOBERT PLATING CO.,340 N ASHLAND AVE 1ST,60607
+9891,85570,27,929,ADJUSTABLE CLAMP COMPANY DBA PONY TOOLS INC.,404 N ARMOUR ST 1ST,60642
+9892,85572,44,814,John Barleycorn,3300 N SEMINARY AVE,60657
+9893,85575,27,NaN,LAMINATION SPECIALTIES CORP,315 N OAKLEY BLVD,60612
+9894,85578,42,NaN,BLOOMINGDALE'S HOMESTORE,600 N WABASH AVE,60611
+9895,85580,27,929,JAIDINGER MFG CO INC,1921 W HUBBARD ST 1ST,60622
+9896,85586,4,638,SHEDD AQUARIUM SOCIETY,1200 S LAKE SHORE DR,60605
+9897,85588,32,NaN,"SPRINGLEAF FINANCIAL SERVICES OF ILLINOIS INC.,3119 N LINCOLN AVE",1ST,60657
+9898,85591,42,NaN,INFORMATION RESOURCES INC.,150 N CLINTON ST,60661
+9899,85592,27,NaN,"W W GRAINGER INC,2738 W FULTON ST",1,60612
+9900,85595,27,673,S.N. PECK BUILDER INC.,1647 W FULTON ST,60612
+9901,85601,40,699,MISERICORDIA LONG TERM CARE,6300 N RIDGE AVE BLDG E,60660
+9902,85608,13,775,"SARA LEE BAKERY,4028 W 59TH ST",1ST,60629
+9903,85612,4,697,COLUMBIA COLLEGE CHICAGO,1014-1016 S MICHIGAN AVE 1 104,60605
+9904,85622,25,929 | 362 | 817,CHICAGO SCENIC STUDIOS INC.,955 W CERMAK RD,60608
+9905,85625,42,NaN,MARILYN MIGLIN LP,110 E OAK ST 1ST,60611
+9906,85630,49,775,LEONA'S PIZZERIA,6935 N SHERIDAN RD,60626
+9907,85632,41,NaN,D & P CONSTRUCTION INC,8605 W BRYN MAWR AVE 1 301,60631
+9908,85634,18,NaN,"KIDS ""R"" US OUTLET CENTER,7455 S CICERO AVE",1,60629
+9909,85646,33,NaN,LAKEFRONT SUPPLY,2950 N WESTERN AVE 1ST,60618
+9910,85648,42,717,Lincoln Park Brewery Inc.,201 E RANDOLPH ST,60601
+9911,85653,27,NaN,FLETCHER CHICAGO INC.,1000 N NORTH BRANCH ST 1,60622
+9912,85659,16,197,H & R BLOCK ENTERPRISES,6245 S ASHLAND AVE 1ST,60636
+9913,85661,26,NaN,CRAWFORD MATERIAL COMPANY INC,2146 N PULASKI RD,60639
+9914,85664,21,864,REGGIO'S PIZZA INC.,340 W 83RD ST 1ST,60620
+9915,85668,11,NaN,ACME REFINING CO,3802 S RACINE AVE 1 1,60609
+9916,85670,31,NaN,"STEEL CRAFT PRODUCT INC,2500 N PULASKI RD",1ST,60639
+9917,85679,42,NaN,VITAMINS INC,200 E RANDOLPH ST,60601
+9918,85690,4,763,THE STANDARD CLUB,320 S PLYMOUTH CT,60604
+9919,85694,2,774,NEIMAN MARCUS,737 N MICHIGAN AVE 4TH,60611
+9920,85716,43,743,"PARK WEST THEATER,322 W ARMITAGE AVE",ATTIT,60614
+9921,85721,42,NaN,TAO CHICAGO,632 N DEARBORN ST LL & 1,60654
+9922,85723,18,NaN,"THE WHITEHALL CO. JEWELLERS,7601 S CICERO AVE",280,60652
+9923,85751,42,638,THE ART INSTITUTE OF CHICAGO,112 S MICHIGAN AVE,60603
+9924,85769,10,NaN,EL GUERO,9027-9029 S COMMERCIAL AVE,60617
+9925,85782,42,NaN,JOEL OPPENHEIMER INC.,410 N MICHIGAN AVE,60611
+9926,85785,39,NaN,SCRUB INC,6033 N MILWAUKEE AVE,60646
+9927,85801,42,NaN,WABASH & WASHINGTON ACE HARDWARE,26 N WABASH AVE,60602
+9928,85802,36,NaN,JACOBS TWIN BUICK,6750 W GRAND AVE,60707
+9929,85804,42,NaN,"RAND FINANCIAL SERVICES INC,141 W JACKSON BLVD",1950,60604
+9930,85812,44,638,METRO PUTT INC,3204-10 N WILTON AVE,60657
+9931,85832,27,630,J AND L FOOD SERVICE,1229 N NORTH BRANCH ST,60622
+9932,85844,1,NaN,MARY CRANE LEAGUE,2905 N LEAVITT ST,60618
+9933,85847,30,NaN,"ANDY'S DELI,3055 N MILWAUKEE AVE",1ST,60618
+9934,85850,44,638,MIX LIQUORS,2843 N HALSTED ST,60657
+9935,85872,8,NaN,SCR MEDICAL TRANSPORTATION INC,8801 S GREENWOOD AVE,60619
+9936,85907,28,NaN,MIDWEST CANVAS CORPORATION,4635 W LAKE ST,60644
+9937,85910,44,775,WRIGLEYVILLE DOG,3735 N CLARK ST,60613
+9938,85913,1,775,LA PASADITA,1132 N ASHLAND AVE,60622
+9939,85923,42,784,ROCK BOTTOM RESTAURANT & BREWERY,1 W GRAND AVE,60654
+9940,85936,31,NaN,GREAT LAKES PLUMBING & HEATING,4521 W DIVERSEY AVE,60639
+9941,85938,24,NaN,MEYER STEEL DRUM INC,2000 S KILBOURN AVE 1ST,60623
+9942,85943,42,NaN,TENNIS CORPORATION OF AMERICA,1 N WACKER DR,60606
+9943,85952,42,NaN,A & B TOBACCOINC,221 W WASHINGTON ST 1ST,60606
+9944,85956,35,NaN,XPEDX STORES DIVISION,3351 W ADDISON ST 1ST,60618
+9945,85959,48,NaN,LAUNDRE,5205 N CLARK ST,60640
+9946,85964,32,817,SIPI METALS CORP,1720 N ELSTON AVE 1,60622
+9947,85971,5,638,MUSEUM OF SCIENCE AND INDUSTRY,1701 E 57TH DR,60637
+9948,85986,42,725,Valet Parking Service Inc./ SPY BAR,301 W OHIO ST,60610
+9949,85993,44,775,MIA FRANCESCA CORP,3311 N CLARK ST 1-2,60657
+9950,86010,12,692,HART'S COIN LAUNDRY INC,3100 W 40TH ST,60632
+9951,86054,42,763,"W CHICAGO CITY CENTER,172 W ADAMS ST",ALL F,60603
+9952,86062,32,775,CHOPPER ENTERPRISES,1659 N ASHLAND AVE,60622
+9953,86063,42,775,LOU MITCHELL'S,565 W JACKSON BLVD,60661
+9954,86071,45,929,K C P METAL FABRICATION INC.,5475 N NORTHWEST HWY,60630
+9955,86077,28,NaN,FRITKIN - JONES DESIGN GROUP,3300 W FRANKLIN BLVD 1ST,60624
+9956,86083,42,NaN,"MIZUHO SECURITIES USA INC,311 S WACKER DR",700,60606
+9957,86086,15,775,GRANADO'S SUPERMERCADO,1855 W 47TH ST 1ST,60609
+9958,86089,2,NaN,"SIGNATURE ROOM AT THE 95TH,875 N MICHIGAN AVE",95 TH,60611
+9959,86092,37,NaN,"PROGRESSIVE TRUE VINE HEADSTRT,5035 W OHIO ST",1,60644
+9960,86107,12,775,LA KERMESE,3000 -3002 W 26TH ST 1ST,60623
+9961,86113,23,673,HORAN GLASS BLOCK INC,6742 W ARCHER AVE,60638
+9962,8612,46,775,A-1 DONUT & SNACK SHOP,3938 N SHERIDAN RD,60613
+9963,86122,2,775,THE RITZ CARLTON HOTEL,160 E PEARSON ST,60611
+9964,86124,6,NaN,J R KENT CONSTRUCTION CO,400 W 76TH ST,60620
+9965,86135,37,829,EL MEXICO MODERN BALLROOM INC,1643-1647 N CICERO AVE 1 & 2 BANQU,60639
+9966,8614,43,NaN,BEN & JERRY'S ICE CREAM,338 W ARMITAGE AVE,60614
+9967,86142,4,775,A.H. ENTERTAINERS INC.,401 S STATE ST 8,60605
+9968,86158,42,NaN,A PERSONNEL COMMITMENT,208 S LA SALLE ST 1ST,60604
+9969,86166,25,NaN,"CJM EQUIPMENT INC DBA GOLD BROS,1134 W MADISON ST",1ST,60607
+9970,86174,40,NaN,AUTO SOUND BARRIER INC,5157 N WESTERN AVE,60625
+9971,86178,40,775,SIMON'S TAVERN,5210 N CLARK ST 1ST #,60640
+9972,86184,27,NaN,DIGITAL PRINTING CENTER INC,832 W ERIE ST,60642
+9973,86194,33,775,LINDO MICHOACAN,3142 W LAWRENCE AVE,60625
+9974,86202,42,NaN,ORACLE AMERICA INC.,10 S WACKER DR 20 2000,60606
+9975,86209,47,NaN,ENVIRONMENTAL FUTURES INC,2210 W IRVING PARK RD,60618
+9976,86210,49,724,OLVER DUNLOP ASSOCIATES INC.,1237 W COLUMBIA AVE 1 1,60626
+9977,86216,42,775,BEN PAO,52 W ILLINOIS ST 1ST,60610
+9978,86218,42,NaN,RUBY,151 W OHIO ST LL,60610
+9979,8622,42,775,DOWNTOWN DOGS,804 N RUSH ST 1,60611
+9980,86233,42,NaN,"MICHAEL WALTERS ADVERTISING IN,444 N WABASH AVE",4W,60611
+9981,8625,28,NaN,JOSEPH T RYERSON & SON INC,2558 W 15TH ST,60608
+9982,86253,42,NaN,"HSA COMMERCIAL INC,180 N WACKER DR",500,60606
+9983,86271,42,784,HARD ROCK CAFE,63 W ONTARIO ST 1ST,60610
+9984,86281,16,NaN,MAN TO MEN,2426 W 63RD ST,60629
+9985,86293,42,NaN,FRIEDMAN PROPERTIES MANAGEMENT,325 N LA SALLE ST 6,60610
+9986,86298,2,774,WHOLE FOODS MARKET,30 W HURON ST,60610
+9987,86300,42,775,WABASH FOOD & LIQUOR INC,234 S WABASH AVE,60604
+9988,86301,27,785,JOE'S BAR,940 W WEED ST 1ST&MEZZ,60642
+9989,86310,3,775,HAROLD'S CHICKEN # 71,2109 S WABASH AVE,60616
+9990,86311,12,NaN,"PREMIER TELECOM INC,3101 W 26TH ST",1ST,60623
+9991,86314,44,638,THE 44TH WARD DINNER PARTY,3542 N HALSTED ST 1ST,60657
+9992,8632,2,638,NORTHSIDE BAR & GRILL,1635-1637 N DAMEN AVE 1,60647
+9993,86325,48,NaN,TRUNG VIET CO INC,4936 N SHERIDAN RD 1ST,60640
+9994,86339,42,NaN,"URBAN ASSETS OF ILLINOIS INC.,980 N MICHIGAN AVE",1085,60611
+9995,8634,10,NaN,J M V CORP,2717 E 95TH ST,60617
+9996,86350,42,708,AMERICASH LOANS LLC,103 N WELLS ST 1ST,60606
+9997,86352,23,775,"MC DONALD'S,6720 W ARCHER AVE",1,60638
+9998,86355,43,638,VOSGES HAUT-CHOCOLAT,951 W ARMITAGE AVE 1,60614
+9999,86373,20,775,"ALMUFLIHI FOOD & LIQUOR,6720 W ARCHER AVE",1,60638
diff --git a/data/movie_to_genres.csv b/data/movie_to_genres.csv
new file mode 100644
index 0000000..9af6ea0
--- /dev/null
+++ b/data/movie_to_genres.csv
@@ -0,0 +1,12161 @@
+movie_id,genre
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diff --git a/data/movies.csv b/data/movies.csv
new file mode 100644
index 0000000..41dce02
--- /dev/null
+++ b/data/movies.csv
@@ -0,0 +1,4804 @@
+id,title,popularity,release_date
+257,Oliver Twist,2.042e+01,2005-09-23
+14290,Better Luck Tomorrow,3.877e+00,2002-01-12
+38365,Grown Ups,3.886e+01,2010-06-24
+9672,Infamous,3.681e+00,2006-11-16
+12819,Alpha and Omega,1.230e+01,2010-09-17
+49529,John Carter,4.393e+01,2012-03-07
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+9946,End of Days,2.065e+01,1999-11-24
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+11313,Hearts in Atlantis,7.068e+00,2001-09-07
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+99826,The Jimmy Show,9.835e-02,2002-01-16
+67913,The Guard,1.941e+01,2011-07-07
+9802,The Rock,5.147e+01,1996-06-06
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+271969,Ben-Hur,2.961e+01,2016-08-17
+187,Sin City,6.600e+01,2005-04-01
+150540,Inside Out,1.287e+02,2015-06-09
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+7944,Shine a Light,2.163e+00,2008-02-07
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+43947,I Spit on Your Grave,2.628e+01,2010-06-17
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+26916,Mercy Streets,9.990e-02,2000-10-31
+37799,The Social Network,6.928e+01,2010-09-30
+20770,But I'm a Cheerleader,4.827e+00,1999-09-12
+44853,The Claim,2.996e+00,2000-12-29
+1266,Street Kings,1.867e+01,2008-04-10
+356216,The Rise of the Krays,1.760e+00,2015-08-29
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+8456,Never Back Down,2.621e+01,2008-03-04
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+99861,Avengers: Age of Ultron,1.343e+02,2015-04-22
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+1947,An Unfinished Life,6.354e+00,2005-09-09
+12838,One to Another,4.665e+00,2006-07-21
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+301748,The Opposite Sex,2.965e+00,2014-11-08
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+68412,3 Backyards,1.782e-01,2010-01-01
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+48217,The Widow of Saint-Pierre,1.780e+00,2000-01-01
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+3594,The Number 23,2.320e+01,2007-02-23
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+6073,The Mexican,2.102e+01,2001-03-01
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+20309,Say It Isn't So,2.909e+00,2001-03-12
+5125,Rendition,1.274e+01,2007-09-07
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+9008,The Insider,2.615e+01,1999-10-28
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+9032,Big Daddy,3.487e+01,1999-06-25
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+26710,My Baby's Daddy,4.480e+00,2004-01-09
+355629,The Blade of Don Juan,2.168e-02,2013-10-27
+84175,Beasts of the Southern Wild,1.247e+01,2012-06-29
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+782,Gattaca,7.040e+01,1997-09-07
+87,Indiana Jones and the Temple of Doom,6.698e+01,1984-05-23
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+18533,Bronson,1.845e+01,2008-10-09
+10758,Waitress,9.673e+00,2007-05-25
+10710,Envy,9.843e+00,2004-04-30
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+1417,Pan's Labyrinth,9.081e+01,2006-05-27
+16337,The Texas Chainsaw Massacre 2,9.618e+00,1986-08-22
+14652,Bon voyage,4.945e-01,2003-04-16
+24940,Head Over Heels,4.667e+00,2001-02-02
+9470,Kung Fu Hustle,1.366e+01,2004-02-10
+175528,Baggage Claim,1.144e+01,2013-09-27
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+58680,Woo,1.750e+00,1998-05-08
+9798,Enemy of the State,4.121e+01,1998-11-20
+5178,The Good Heart,2.202e+00,2009-09-11
+13150,Pride and Glory,1.070e+01,2008-09-09
+6963,The Weather Man,1.403e+01,2005-10-20
+425,Ice Age,9.956e+01,2002-03-10
+1691,Hostel: Part II,2.075e+01,2007-06-08
+435,The Day After Tomorrow,4.138e+01,2004-05-26
+48572,Red State,1.206e+01,2011-08-19
+98549,The Legend of Hell's Gate: An American Conspiracy,1.003e+00,2011-03-03
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+7191,Cloverfield,4.694e+01,2008-01-15
+10066,House of Wax,1.716e+01,2005-04-30
+22314,In Too Deep,2.772e+00,1999-08-25
+205588,Our Kind of Traitor,1.055e+01,2016-05-05
+22327,Youth in Revolt,1.346e+01,2009-09-11
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+308529,Kickboxer: Vengeance,6.527e+00,2016-07-14
+50725,Take Me Home Tonight,1.177e+01,2011-03-04
+9893,Sleepover,5.842e+00,2004-07-09
+2268,The Golden Compass,4.299e+01,2007-12-04
+66468,N-Secure,1.346e-01,2010-10-15
+857,Saving Private Ryan,7.604e+01,1998-07-24
+215881,Plush,5.099e+00,2013-09-13
+68684,Detention,1.042e+01,2011-03-16
+16162,The Best Man,3.951e+00,1999-10-22
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+299145,Stranded,3.231e+00,2015-06-05
+39013,Winter's Bone,2.083e+01,2010-06-11
+9837,The Prince of Egypt,2.946e+01,1998-12-15
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+192141,No Escape,3.801e+01,2015-08-26
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+55,Amores perros,2.328e+01,2000-06-16
+13066,I Want Someone to Eat Cheese With,1.742e+00,2006-01-01
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+96534,My Last Day Without You,1.536e-01,2011-06-11
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+9729,Where the Truth Lies,4.051e+00,2005-10-07
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+10096,13 Going on 30,4.157e+01,2004-04-13
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+9833,The Phantom of the Opera,1.893e+01,2004-12-08
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+8834,Conspiracy Theory,2.218e+01,1997-08-07
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+11194,Touching the Void,1.405e+01,2003-09-05
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+10955,Ripley's Game,2.981e+00,2002-09-02
+50647,Wanderlust,2.091e+01,2012-02-23
+2977,Becoming Jane,1.824e+01,2007-03-02
+14165,Ta Ra Rum Pum,5.538e-01,2007-04-27
+290864,Kung Fu Jungle,6.896e+00,2014-10-31
+38319,Your Highness,2.141e+01,2011-04-08
+46332,Of Gods and Men,4.992e+00,2010-05-18
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+136797,Need for Speed,5.481e+01,2014-03-13
+18570,Food Inc.,1.502e+01,2008-09-07
+37165,The Truman Show,5.649e+01,1998-06-04
+222936,Aloha,2.965e+01,2015-05-27
+36355,Flipper,4.475e+00,1996-05-17
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+1781,An Inconvenient Truth,1.414e+01,2006-01-24
+68812,The Iceman,1.949e+01,2012-09-01
+379532,Rodeo Girl,8.757e-02,2016-01-05
+181940,Carousel of Revenge,6.069e-03,2007-07-20
+50646,Crazy Stupid Love.,3.799e+01,2011-07-29
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+336004,Heist,1.508e+01,2015-11-13
+562,Die Hard,6.617e+01,1988-07-15
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+5852,Angel Eyes,6.455e+00,2001-05-15
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+10982,Hoodwinked!,2.398e+01,2005-12-16
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+245916,Kill the Messenger,2.134e+01,2014-10-09
+9334,The Scorpion King,3.754e+01,2002-04-16
+11129,Human Traffic,4.860e+00,1999-06-04
+9787,Lords of Dogtown,8.128e+00,2005-06-03
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+75033,Winnie Mandela,1.898e+00,2011-09-16
+9544,FearDotCom,6.757e+00,2002-08-09
+1537,Changing Lanes,1.727e+01,2002-04-07
+37694,Proud,2.368e-02,2004-07-02
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+82696,Hope Springs,1.297e+01,2012-08-07
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+38357,Morning Glory,2.249e+01,2010-01-12
+293646,The 33,1.070e+01,2015-08-06
+168027,Freaky Deaky,4.448e+00,2012-04-22
+298,Ocean's Thirteen,4.207e+01,2007-06-07
+269057,Bang Bang Baby,9.733e-01,2014-09-08
+10054,Spy Kids,2.154e+01,2001-03-18
+9408,Surf's Up,2.323e+01,2007-06-08
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+10481,102 Dalmatians,9.895e+00,2000-10-07
+194662,Birdman,8.981e+01,2014-08-27
+752,V for Vendetta,8.463e+01,2006-03-15
+10223,A Simple Plan,1.018e+01,1998-12-11
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+6538,Charlie Wilson's War,1.870e+01,2007-12-19
+34016,She's Out of My League,1.618e+01,2010-03-11
+9809,Let's Go to Prison,4.598e+00,2006-11-17
+317930,Compadres,1.569e+00,2016-03-31
+82525,Savages,3.186e+01,2012-07-06
+32456,Two Girls and a Guy,4.868e+00,1997-09-07
+10314,She's All That,8.988e+00,1999-01-29
+14113,Zoom,1.030e+01,2006-08-11
+248774,Obvious Child,1.013e+01,2014-06-06
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+29514,Two Evil Eyes,8.218e+00,1990-01-25
+76487,The Devil Inside,1.315e+01,2012-01-06
+10773,Mrs Henderson Presents,2.894e+00,2005-09-09
+190955,Blood Ties,1.276e+01,2013-08-22
+5854,Family Plot,3.833e+00,1976-04-09
+9045,Amen.,5.931e+00,2002-02-13
+146227,Getaway,1.652e+01,2013-08-29
+12271,Factory Girl,1.140e+01,2006-12-29
+68,Brazil,4.109e+01,1985-02-20
+6552,Idle Hands,8.583e+00,1999-04-30
+10764,Quantum of Solace,1.079e+02,2008-10-30
+9759,Cellular,2.446e+01,2004-09-06
+9387,Conan the Barbarian,3.180e+01,1982-04-02
+4108,The Transporter,3.443e+01,2002-10-02
+42057,It's a Wonderful Afterlife,1.260e+00,2010-05-07
+9944,The Pelican Brief,1.792e+01,1993-12-16
+34584,The NeverEnding Story,4.786e+01,1984-04-05
+53953,The Tooth Fairy,7.168e-01,2006-08-08
+59859,Kick-Ass 2,4.029e+01,2013-07-17
+9610,Conan the Destroyer,1.838e+01,1984-06-29
+50135,Animals United,8.010e+00,2010-10-07
+31166,I Come with the Rain,8.266e+00,2009-05-14
+12634,The Big Bounce,6.397e+00,2004-01-30
+323675,Ride Along 2,2.514e+01,2016-01-14
+9532,Final Destination,3.880e+01,2000-03-16
+711,Finding Forrester,1.904e+01,2000-12-21
+21208,Orphan,2.930e+01,2009-07-24
+11519,1941,1.003e+01,1979-12-13
+8285,The Spirit,1.485e+01,2008-12-25
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+7518,Over the Hedge,3.633e+01,2006-04-22
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diff --git a/data/noJoin.png b/data/noJoin.png
new file mode 100644
index 0000000..15ccb8b
Binary files /dev/null and b/data/noJoin.png differ
diff --git a/data/non_mus_tcks.csv b/data/non_mus_tcks.csv
new file mode 100644
index 0000000..ec33db5
--- /dev/null
+++ b/data/non_mus_tcks.csv
@@ -0,0 +1,201 @@
+tid,name,aid,mtid,gid,u_price
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+2877,The Moth,230,3,19,1.99
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+2925,Exodus (Part 3) [Season Finale],230,3,19,1.99
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+3166,.07%,228,3,21,1.99
+3167,Five Years Gone,228,3,21,1.99
+3168,The Hard Part,228,3,21,1.99
+3169,The Man Behind the Curtain,229,3,21,1.99
+3170,Greatest Hits,229,3,21,1.99
+3171,Landslide,228,3,21,1.99
+3172,The Office: An American Workplace (Pilot),249,3,19,1.99
+3173,Diversity Day,249,3,19,1.99
+3174,Health Care,249,3,19,1.99
+3175,The Alliance,249,3,19,1.99
+3176,Basketball,249,3,19,1.99
+3177,Hot Girl,249,3,19,1.99
+3178,The Dundies,250,3,19,1.99
+3179,Sexual Harassment,250,3,19,1.99
+3180,Office Olympics,250,3,19,1.99
+3181,The Fire,250,3,19,1.99
+3182,Halloween,250,3,19,1.99
+3183,The Fight,250,3,19,1.99
+3184,The Client,250,3,19,1.99
+3185,Performance Review,250,3,19,1.99
+3186,Email Surveillance,250,3,19,1.99
+3187,Christmas Party,250,3,19,1.99
+3188,Booze Cruise,250,3,19,1.99
+3189,The Injury,250,3,19,1.99
+3190,The Secret,250,3,19,1.99
+3191,The Carpet,250,3,19,1.99
+3192,Boys and Girls,250,3,19,1.99
+3193,Valentine's Day,250,3,19,1.99
+3194,Dwight's Speech,250,3,19,1.99
+3195,Take Your Daughter to Work Day,250,3,19,1.99
+3196,Michael's Birthday,250,3,19,1.99
+3197,Drug Testing,250,3,19,1.99
+3198,Conflict Resolution,250,3,19,1.99
+3199,Casino Night - Season Finale,250,3,19,1.99
+3200,Gay Witch Hunt,251,3,19,1.99
+3201,The Convention,251,3,19,1.99
+3202,The Coup,251,3,19,1.99
+3203,Grief Counseling,251,3,19,1.99
+3204,The Initiation,251,3,19,1.99
+3205,Diwali,251,3,19,1.99
+3206,Branch Closing,251,3,19,1.99
+3207,The Merger,251,3,19,1.99
+3208,The Convict,251,3,22,1.99
+3209,A Benihana Christmas Pts. 1 & 2,251,3,22,1.99
+3210,Back from Vacation,251,3,22,1.99
+3211,Traveling Salesmen,251,3,22,1.99
+3212,Producer's Cut: The Return,251,3,22,1.99
+3213,Ben Franklin,251,3,22,1.99
+3214,Phyllis's Wedding,251,3,22,1.99
+3215,Business School,251,3,22,1.99
+3216,Cocktails,251,3,22,1.99
+3217,The Negotiation,251,3,22,1.99
+3218,Safety Training,251,3,22,1.99
+3219,Product Recall,251,3,22,1.99
+3220,Women's Appreciation,251,3,22,1.99
+3221,Beach Games,251,3,22,1.99
+3222,The Job,251,3,22,1.99
+3223,How to Stop an Exploding Man,228,3,21,1.99
+3224,Through a Looking Glass,229,3,21,1.99
+3226,Battlestar Galactica Pt. 1,253,3,20,1.99
+3227,Battlestar Galactica Pt. 2,253,3,20,1.99
+3228,Battlestar Galactica Pt. 3,253,3,20,1.99
+3229,Lost Planet of the Gods Pt. 1,253,3,20,1.99
+3230,Lost Planet of the Gods Pt. 2,253,3,20,1.99
+3231,The Lost Warrior,253,3,20,1.99
+3232,The Long Patrol,253,3,20,1.99
+3233,The Gun On Ice Planet Zero Pt. 1,253,3,20,1.99
+3234,The Gun On Ice Planet Zero Pt. 2,253,3,20,1.99
+3235,The Magnificent Warriors,253,3,20,1.99
+3236,The Young Lords,253,3,20,1.99
+3237,The Living Legend Pt. 1,253,3,20,1.99
+3238,The Living Legend Pt. 2,253,3,20,1.99
+3239,Fire In Space,253,3,20,1.99
+3240,War of the Gods Pt. 1,253,3,20,1.99
+3241,War of the Gods Pt. 2,253,3,20,1.99
+3242,The Man With Nine Lives,253,3,20,1.99
+3243,Murder On the Rising Star,253,3,20,1.99
+3244,Greetings from Earth Pt. 1,253,3,20,1.99
+3245,Greetings from Earth Pt. 2,253,3,20,1.99
+3246,Baltar's Escape,253,3,20,1.99
+3247,Experiment In Terra,253,3,20,1.99
+3248,Take the Celestra,253,3,20,1.99
+3249,The Hand of God,253,3,20,1.99
+3250,Pilot,254,3,19,1.99
+3251,Through the Looking Glass Pt. 2,229,3,21,1.99
+3252,Through the Looking Glass Pt. 1,229,3,21,1.99
+3337,Past Present and Future,261,3,21,1.99
+3338,The Beginning of the End,261,3,21,1.99
+3339,LOST Season 4 Trailer,261,3,21,1.99
+3340,LOST In 8:15,261,3,21,1.99
+3341,Confirmed Dead,261,3,21,1.99
+3342,The Economist,261,3,21,1.99
+3343,Eggtown,261,3,19,1.99
+3344,The Constant,261,3,21,1.99
+3345,The Other Woman,261,3,21,1.99
+3346,Ji Yeon,261,3,19,1.99
+3347,Meet Kevin Johnson,261,3,19,1.99
+3348,The Shape of Things to Come,261,3,21,1.99
+3360,Something Nice Back Home,261,3,21,1.99
+3361,Cabin Fever,261,3,21,1.99
+3362,There's No Place Like Home Pt. 1,261,3,21,1.99
+3363,There's No Place Like Home Pt. 2,261,3,21,1.99
+3364,There's No Place Like Home Pt. 3,261,3,21,1.99
+3428,Branch Closing,251,3,22,1.99
+3429,The Return,251,3,22,1.99
diff --git a/data/pop.csv b/data/pop.csv
new file mode 100644
index 0000000..5630083
--- /dev/null
+++ b/data/pop.csv
@@ -0,0 +1,9 @@
+date,country,pop,series_code
+1990-01-01,Australia,17065100,SP.POP.TOTL
+1991-01-01,Australia,17284000,SP.POP.TOTL
+1992-01-01,Australia,17495000,SP.POP.TOTL
+1993-01-01,Australia,17667000,SP.POP.TOTL
+1990-01-01,Sweden,8558835,SP.POP.TOTL
+1991-01-01,Sweden,8617375,SP.POP.TOTL
+1992-01-01,Sweden,8668067,SP.POP.TOTL
+1993-01-01,Sweden,8718561,SP.POP.TOTL
\ No newline at end of file
diff --git a/data/pop_18.csv b/data/pop_18.csv
new file mode 100644
index 0000000..fa22ca4
--- /dev/null
+++ b/data/pop_18.csv
@@ -0,0 +1,177 @@
+pid,tid
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+1,2712
+1,2641
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\ No newline at end of file
diff --git a/data/pop_19.csv b/data/pop_19.csv
new file mode 100644
index 0000000..ce53420
--- /dev/null
+++ b/data/pop_19.csv
@@ -0,0 +1,201 @@
+pid,tid
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diff --git a/data/pop_movies.csv b/data/pop_movies.csv
new file mode 100644
index 0000000..a599119
--- /dev/null
+++ b/data/pop_movies.csv
@@ -0,0 +1,11 @@
+id,title,popularity,release_date
+211672,Minions,875.581,2015-06-17
+157336,Interstellar,724.248,2014-11-05
+293660,Deadpool,514.570,2016-02-09
+118340,Guardians of the Galaxy,481.099,2014-07-30
+76341,Mad Max: Fury Road,434.279,2015-05-13
+135397,Jurassic World,418.709,2015-06-09
+22,Pirates of the Caribbean: The Curse of the Bla...,271.973,2003-07-09
+119450,Dawn of the Planet of the Apes,243.792,2014-06-26
+131631,The Hunger Games: Mockingjay - Part 1,206.227,2014-11-18
+177572,Big Hero 6,203.735,2014-10-24
\ No newline at end of file
diff --git a/data/ratings.csv b/data/ratings.csv
new file mode 100644
index 0000000..1ae1ddf
--- /dev/null
+++ b/data/ratings.csv
@@ -0,0 +1,4804 @@
+id,vote_average,vote_count
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diff --git a/data/recession.csv b/data/recession.csv
new file mode 100644
index 0000000..ff02ae9
--- /dev/null
+++ b/data/recession.csv
@@ -0,0 +1,11 @@
+date,econ_status
+1980-01-01,recession
+1980-08-01,normal
+1981-07-01,recession
+1982-12-01,normal
+1990-07-01,recession
+1991-04-01,normal
+2001-03-01,recession
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+2007-12-01,recession
+2009-07-01,normal
\ No newline at end of file
diff --git a/data/restaurant_groups.csv b/data/restaurant_groups.csv
new file mode 100644
index 0000000..27cf47c
--- /dev/null
+++ b/data/restaurant_groups.csv
@@ -0,0 +1,11 @@
+group_id,group_size
+A,2
+B,4
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+F,2
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+I,4
+J,2
\ No newline at end of file
diff --git a/data/ridership.csv b/data/ridership.csv
new file mode 100644
index 0000000..0f00507
--- /dev/null
+++ b/data/ridership.csv
@@ -0,0 +1,3286 @@
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\ No newline at end of file
diff --git a/data/scifi_movies.csv b/data/scifi_movies.csv
new file mode 100644
index 0000000..3363fec
--- /dev/null
+++ b/data/scifi_movies.csv
@@ -0,0 +1,536 @@
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diff --git a/data/seattle_weather.csv b/data/seattle_weather.csv
new file mode 100644
index 0000000..23a8263
--- /dev/null
+++ b/data/seattle_weather.csv
@@ -0,0 +1,13 @@
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+USW00094290,SEATTLE SAND PT WSFO WA US,648.0,493.0,338.0,276.0,185.0,15.0,8.0,65.0,19.6,2.5,803.0,648.0,493.0,338.0,276.0,185.0,65.0,15.0,8.0,551.0,490.0,0.0,0.0,0.0,-7777.0,-7777.0,2.0,37.0,0.30,0.72,1.10,5.8,2.1,0.2,0.0,0.79,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,65.9,1.8,310.0,31.0,309.0,248.0,76.0,0.7,-7777.0,0.0,75.7,2.9,0.0,0.0,0.0,0.0,0.0,3.0,278.0,310.0,56.1,0.0,0.0,0.0,0.0,0.0,0.0,1.2,Jul
+USW00094290,SEATTLE SAND PT WSFO WA US,668.0,513.0,358.0,296.0,204.0,14.0,6.0,75.0,19.5,1.5,823.0,668.0,513.0,358.0,296.0,204.0,75.0,14.0,6.0,572.0,511.0,0.0,0.0,0.0,-7777.0,-7777.0,1.0,27.0,0.33,0.60,1.24,5.7,3.0,0.6,0.1,0.97,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,66.5,1.4,310.0,31.0,310.0,262.0,83.0,0.4,0.0,0.0,76.3,1.8,0.0,0.0,0.0,0.0,0.0,4.0,263.0,310.0,56.8,0.0,0.0,0.0,0.0,0.0,0.0,1.3,Aug
+USW00094290,SEATTLE SAND PT WSFO WA US,498.0,348.0,202.0,149.0,83.0,2.0,1.0,19.0,18.2,1.9,648.0,498.0,348.0,202.0,149.0,83.0,19.0,2.0,1.0,412.0,358.0,0.0,0.0,-7777.0,4.0,11.0,35.0,121.0,0.64,1.67,2.06,7.8,4.0,0.8,-7777.0,1.52,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,61.6,1.7,300.0,30.0,286.0,159.0,27.0,0.1,0.0,0.0,70.7,2.3,0.0,0.0,0.0,0.0,0.0,75.0,296.0,300.0,52.5,0.0,0.0,0.0,0.0,0.0,0.0,1.5,Sep
+USW00094290,SEATTLE SAND PT WSFO WA US,260.0,123.0,35.0,17.0,4.0,-7777.0,0.0,-7777.0,13.7,1.5,412.0,260.0,123.0,35.0,17.0,4.0,-7777.0,-7777.0,0.0,207.0,167.0,-7777.0,3.0,21.0,88.0,132.0,212.0,363.0,2.03,3.41,4.41,13.2,7.8,2.0,0.3,3.41,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,53.3,1.8,310.0,29.7,148.0,17.0,2.0,0.0,0.0,0.0,60.1,2.0,0.0,0.0,0.0,0.1,24.0,236.0,310.0,310.0,46.5,0.0,0.0,0.0,2.0,58.0,349.0,1.8,Oct
+USW00094290,SEATTLE SAND PT WSFO WA US,78.0,18.0,2.0,1.0,-7777.0,0.0,0.0,0.0,10.4,1.6,195.0,78.0,18.0,2.0,1.0,-7777.0,0.0,0.0,0.0,66.0,43.0,9.0,42.0,132.0,266.0,325.0,414.0,564.0,4.53,5.42,7.17,18.5,12.6,3.8,1.0,5.84,0.0,0.0,0.0,0.1,0.1,0.1,0.0,0.0,0.3,0.2,0.0,0.0,0.0,46.2,2.9,296.0,18.6,12.0,-7777.0,0.0,0.0,0.0,0.1,51.4,2.9,0.0,0.0,1.0,1.9,123.0,285.0,300.0,300.0,41.0,3.0,21.0,75.0,224.0,566.0,960.0,3.0,Nov
+USW00094290,SEATTLE SAND PT WSFO WA US,18.0,1.0,-7777.0,0.0,0.0,0.0,0.0,0.0,9.6,1.2,84.0,18.0,1.0,-7777.0,0.0,0.0,0.0,0.0,0.0,18.0,9.0,50.0,139.0,277.0,431.0,493.0,586.0,741.0,3.94,5.06,6.97,18.8,11.8,3.2,1.1,5.43,0.0,0.0,2.0,0.9,0.6,0.3,0.2,0.0,2.3,1.6,1.0,0.5,0.0,41.1,2.2,272.0,7.2,-7777.0,0.0,0.0,0.0,0.0,0.6,45.9,2.3,0.0,-7777.0,6.0,6.4,228.0,310.0,310.0,310.0,36.3,84.0,174.0,376.0,729.0,980.0,1000.0,2.3,Dec
\ No newline at end of file
diff --git a/data/sequels.csv b/data/sequels.csv
new file mode 100644
index 0000000..e6f89c6
--- /dev/null
+++ b/data/sequels.csv
@@ -0,0 +1,4804 @@
+id,title,sequel
+19995,Avatar,<NA>
+862, Story,863
+863,Toy Story 2,10193
+597,Titanic,<NA>
+24428,The Avengers,<NA>
+135397,Jurassic World,<NA>
+168259,Furious 7,<NA>
+99861,Avengers: Age of Ultron,<NA>
+109445,Frozen,<NA>
+68721,Iron Man 3,<NA>
+211672,Minions,<NA>
+271110,Captain America: Civil War,<NA>
+38356,Transformers: Dark of the Moon,<NA>
+122,The Lord of the Rings: The Return of the King,<NA>
+37724,Skyfall,<NA>
+91314,Transformers: Age of Extinction,<NA>
+49026,The Dark Knight Rises,<NA>
+10193,Toy Story 3,<NA>
+58,Pirates of the Caribbean: Dead Man's Chest,<NA>
+1865,Pirates of the Caribbean: On Stranger Tides,<NA>
+12155,Alice in Wonderland,<NA>
+49051,The Hobbit: An Unexpected Journey,<NA>
+155,The Dark Knight,<NA>
+671,Harry Potter and the Philosopher's Stone,<NA>
+93456,Despicable Me 2,<NA>
+278927,The Jungle Book,<NA>
+285,Pirates of the Caribbean: At World's End,<NA>
+57158,The Hobbit: The Desolation of Smaug,<NA>
+122917,The Hobbit: The Battle of the Five Armies,<NA>
+12,Finding Nemo,<NA>
+675,Harry Potter and the Order of the Phoenix,767
+767,Harry Potter and the Half-Blood Prince,<NA>
+121,The Lord of the Rings: The Two Towers,122
+1893,Star Wars: Episode I - The Phantom Menace,<NA>
+329,Jurassic Park,<NA>
+809,Shrek 2,<NA>
+674,Harry Potter and the Goblet of Fire,<NA>
+559,Spider-Man 3,<NA>
+8355,Ice Age: Dawn of the Dinosaurs,<NA>
+206647,Spectre,<NA>
+57800,Ice Age: Continental Drift,<NA>
+672,Harry Potter and the Chamber of Secrets,<NA>
+328111,The Secret Life of Pets,<NA>
+209112,Batman v Superman: Dawn of Justice,<NA>
+120,The Lord of the Rings: The Fellowship of the Ring,121
+150540,Inside Out,<NA>
+1895,Star Wars: Episode III - Revenge of the Sith,<NA>
+101299,The Hunger Games: Catching Fire,<NA>
+8373,Transformers: Revenge of the Fallen,<NA>
+50620,The Twilight Saga: Breaking Dawn - Part 2,<NA>
+27205,Inception,<NA>
+557,Spider-Man,<NA>
+602,Independence Day,<NA>
+810,Shrek the Third,<NA>
+601,E.T. the Extra-Terrestrial,<NA>
+673,Harry Potter and the Prisoner of Azkaban,674
+8587,The Lion King,<NA>
+217,Indiana Jones and the Kingdom of the Crystal S...,<NA>
+558,Spider-Man 2,<NA>
+293660,Deadpool,<NA>
+11,Star Wars,<NA>
+118340,Guardians of the Galaxy,<NA>
+14161,2012,<NA>
+591,The Da Vinci Code,<NA>
+102651,Maleficent,<NA>
+10192,Shrek Forever After,<NA>
+1930,The Amazing Spider-Man,<NA>
+131631,The Hunger Games: Mockingjay - Part 1,<NA>
+411,"The Chronicles of Narnia: The Lion, the Witch ...",<NA>
+127585,X-Men: Days of Future Past,<NA>
+80321,Madagascar 3: Europe's Most Wanted,<NA>
+297761,Suicide Squad,<NA>
+62211,Monsters University,<NA>
+604,The Matrix Reloaded,<NA>
+14160,Up,<NA>
+49047,Gravity,<NA>
+100402,Captain America: The Winter Soldier,271110
+119450,Dawn of the Planet of the Apes,<NA>
+18239,The Twilight Saga: New Moon,<NA>
+1858,Transformers,8373
+102382,The Amazing Spider-Man 2,<NA>
+24021,The Twilight Saga: Eclipse,<NA>
+56292,Mission: Impossible - Ghost Protocol,<NA>
+70160,The Hunger Games,101299
+177677,Mission: Impossible - Rogue Nation,<NA>
+13,Forrest Gump,<NA>
+157336,Interstellar,<NA>
+745,The Sixth Sense,<NA>
+49444,Kung Fu Panda 2,<NA>
+49521,Man of Steel,209112
+950,Ice Age: The Meltdown,<NA>
+22,Pirates of the Caribbean: The Curse of the Bla...,58
+131634,The Hunger Games: Mockingjay - Part 2,<NA>
+177572,Big Hero 6,<NA>
+1894,Star Wars: Episode II - Attack of the Clones,<NA>
+76338,Thor: The Dark World,<NA>
+9502,Kung Fu Panda,<NA>
+9806,The Incredibles,<NA>
+286217,The Martian,<NA>
+51497,Fast Five,<NA>
+8960,Hancock,<NA>
+41154,Men in Black 3,<NA>
+10138,Iron Man 2,68721
+2062,Ratatouille,<NA>
+615,The Passion of the Christ,<NA>
+11631,Mamma Mia!,<NA>
+82702,How to Train Your Dragon 2,<NA>
+87827,Life of Pi,<NA>
+10527,Madagascar: Escape 2 Africa,80321
+36557,Casino Royale,10764
+38757,Tangled,<NA>
+74,War of the Worlds,<NA>
+607,Men in Black,<NA>
+10764,Quantum of Solace,37724
+6479,I Am Legend,<NA>
+49519,The Croods,<NA>
+1726,Iron Man,<NA>
+1593,Night at the Museum,<NA>
+1892,Return of the Jedi,<NA>
+216015,Fifty Shades of Grey,<NA>
+41513,The Smurfs,<NA>
+585,"Monsters, Inc.",62211
+49013,Cars 2,<NA>
+417859,Puss in Boots,<NA>
+95,Armageddon,<NA>
+254,King Kong,<NA>
+72105,Ted,<NA>
+955,Mission: Impossible II,<NA>
+435,The Day After Tomorrow,<NA>
+246655,X-Men: Apocalypse,<NA>
+150689,Cinderella,<NA>
+20352,Despicable Me,93456
+190859,American Sniper,<NA>
+62177,Brave,<NA>
+1891,The Empire Strikes Back,1892
+281957,The Revenant,<NA>
+953,Madagascar,<NA>
+72190,World War Z,<NA>
+35,The Simpsons Movie,<NA>
+10528,Sherlock Holmes,<NA>
+10681,WALL·E,<NA>
+140300,Kung Fu Panda 3,<NA>
+280,Terminator 2: Judgment Day,<NA>
+102899,Ant-Man,<NA>
+693,Meet the Fockers,<NA>
+251,Ghost,<NA>
+812,Aladdin,<NA>
+172385,Rio 2,<NA>
+652,Troy,<NA>
+10191,How to Train Your Dragon,<NA>
+664,Twister,<NA>
+68728,Oz: The Great and Powerful,<NA>
+46195,Rio,<NA>
+310,Bruce Almighty,<NA>
+808,Shrek,809
+61791,Rise of the Planet of the Apes,119450
+857,Saving Private Ryan,<NA>
+787,Mr. & Mrs. Smith,<NA>
+98566,Teenage Mutant Ninja Turtles,<NA>
+771,Home Alone,<NA>
+118,Charlie and the Chocolate Factory,<NA>
+89,Indiana Jones and the Last Crusade,217
+159824,Hotel Transylvania 2,<NA>
+82690,Wreck-It Ralph,<NA>
+578,Jaws,<NA>
+254128,San Andreas,<NA>
+137106,The Lego Movie,<NA>
+54138,Star Trek Into Darkness,<NA>
+603,The Matrix,604
+114,Pretty Woman,<NA>
+920,Cars,<NA>
+36668,X-Men: The Last Stand,<NA>
+18785,The Hangover,<NA>
+954,Mission: Impossible,<NA>
+98,Gladiator,<NA>
+616,The Last Samurai,<NA>
+161,Ocean's Eleven,<NA>
+10195,Thor,76338
+676,Pearl Harbor,<NA>
+23398,Alvin and the Chipmunks: The Squeakquel,<NA>
+2503,The Bourne Ultimatum,<NA>
+608,Men in Black II,<NA>
+82695,Les Misérables,<NA>
+9552,The Exorcist,<NA>
+788,Mrs. Doubtfire,<NA>
+87101,Terminator Genisys,<NA>
+296,Terminator 3: Rise of the Machines,<NA>
+68735,Warcraft,<NA>
+1734,The Mummy Returns,<NA>
+36669,Die Another Day,<NA>
+8358,Cast Away,<NA>
+68718,Django Unchained,<NA>
+605,The Matrix Revolutions,<NA>
+581,Dances with Wolves,<NA>
+1271,300,<NA>
+2454,The Chronicles of Narnia: Prince Caspian,<NA>
+10140,The Chronicles of Narnia: The Voyage of the Da...,<NA>
+324668,Jason Bourne,<NA>
+76170,The Wolverine,<NA>
+45269,The King's Speech,<NA>
+18360,Night at the Museum: Battle of the Smithsonian,<NA>
+380,Rain Man,<NA>
+268,Batman,<NA>
+619,The Bodyguard,<NA>
+2675,Signs,<NA>
+36658,X2,36668
+68726,Pacific Rim,<NA>
+70981,Prometheus,<NA>
+1735,The Mummy: Tomb of the Dragon Emperor,<NA>
+770,Gone with the Wind,<NA>
+20526,TRON: Legacy,<NA>
+956,Mission: Impossible III,<NA>
+58595,Snow White and the Huntsman,<NA>
+8966,Twilight,18239
+106646,The Wolf of Wall Street,<NA>
+1452,Superman Returns,<NA>
+8367,Robin Hood: Prince of Thieves,<NA>
+85,Raiders of the Lost Ark,<NA>
+47933,Independence Day: Resurgence,<NA>
+13475,Star Trek,<NA>
+9836,Happy Feet,<NA>
+1571,Live Free or Die Hard,<NA>
+425,Ice Age,950
+15512,Monsters vs Aliens,<NA>
+105,Back to the Future,<NA>
+36955,True Lies,<NA>
+76341,Mad Max: Fury Road,<NA>
+12405,Slumdog Millionaire,<NA>
+82675,Taken 2,<NA>
+272,Batman Begins,155
+3981,What Women Want,<NA>
+270946,Penguins of Madagascar,<NA>
+2080,X-Men Origins: Wolverine,<NA>
+2268,The Golden Compass,<NA>
+17578,The Adventures of Tintin,<NA>
+72559,G.I. Joe: Retaliation,<NA>
+534,Terminator Salvation,<NA>
+1771,Captain America: The First Avenger,100402
+137113,Edge of Tomorrow,<NA>
+544,There's Something About Mary,<NA>
+210577,Gone Girl,<NA>
+5503,The Fugitive,<NA>
+228161,Home,<NA>
+331,Jurassic Park III,135397
+8346,My Big Fat Greek Wedding,<NA>
+8488,Hitch,<NA>
+10555,Shark Tale,<NA>
+1572,Die Hard: With a Vengeance,<NA>
+509,Notting Hill,<NA>
+9487,A Bug's Life,<NA>
+163,Ocean's Twelve,<NA>
+86834,Noah,<NA>
+869,Planet of the Apes,<NA>
+36643,The World Is Not Enough,<NA>
+6477,Alvin and the Chipmunks,23398
+772,Home Alone 2: Lost in New York,<NA>
+76492,Hotel Transylvania,<NA>
+180,Minority Report,<NA>
+744,Top Gun,<NA>
+258489,The Legend of Tarzan,<NA>
+13448,Angels & Demons,<NA>
+14,American Beauty,<NA>
+72545,Journey 2: The Mysterious Island,<NA>
+568,Apollo 13,<NA>
+10567,Dinosaur,<NA>
+49538,X-Men: First Class,<NA>
+710,GoldenEye,<NA>
+640,Catch Me If You Can,<NA>
+854,The Mask,<NA>
+64682,The Great Gatsby,<NA>
+1637,Speed,<NA>
+153518,The Angry Birds Movie,<NA>
+181533,Night at the Museum: Secret of the Tomb,<NA>
+198663,The Maze Runner,<NA>
+2059,National Treasure,<NA>
+77931,The Smurfs 2,<NA>
+5175,Rush Hour 2,<NA>
+2048,"I, Robot",<NA>
+10530,Pocahontas,<NA>
+8871,How the Grinch Stole Christmas,<NA>
+188927,Star Trek Beyond,<NA>
+7518,Over the Hedge,<NA>
+55301,Alvin and the Chipmunks: Chipwrecked,<NA>
+888,The Flintstones,<NA>
+4523,Enchanted,<NA>
+53182,300: Rise of an Empire,<NA>
+414,Batman Forever,<NA>
+9543,Prince of Persia: The Sands of Time,<NA>
+9802,The Rock,<NA>
+291805,Now You See Me 2,<NA>
+58574,Sherlock Holmes: A Game of Shadows,<NA>
+4922,The Curious Case of Benjamin Button,<NA>
+714,Tomorrow Never Dies,<NA>
+87,Indiana Jones and the Temple of Doom,89
+165,Back to the Future Part II,<NA>
+105864,The Good Dinosaur,<NA>
+1597,Meet the Parents,693
+9671,Crocodile Dundee,<NA>
+44214,Black Swan,<NA>
+807,Se7en,<NA>
+350,The Devil Wears Prada,<NA>
+260346,Taken 3,<NA>
+2133,The Perfect Storm,<NA>
+17979,A Christmas Carol,<NA>
+38055,Megamind,<NA>
+943,Lethal Weapon 3,<NA>
+424,Schindler's List,<NA>
+259693,The Conjuring 2,<NA>
+10998,Fatal Attraction,<NA>
+16869,Inglourious Basterds,<NA>
+10196,The Last Airbender,<NA>
+138843,The Conjuring,<NA>
+18240,The Proposal,<NA>
+90,Beverly Hills Cop,<NA>
+9772,Air Force One,<NA>
+9982,Chicken Little,<NA>
+2898,As Good as It Gets,<NA>
+453,A Beautiful Mind,<NA>
+76163,The Expendables 2,<NA>
+228165,The SpongeBob Movie: Sponge Out of Water,<NA>
+298,Ocean's Thirteen,<NA>
+294254,Maze Runner: The Scorch Trials,<NA>
+817,Austin Powers: The Spy Who Shagged Me,818
+20662,Robin Hood,<NA>
+39451,Little Fockers,<NA>
+13053,Bolt,<NA>
+3595,Ransom,<NA>
+4806,Runaway Bride,<NA>
+22881,The Blind Side,<NA>
+222935,The Fault in Our Stars,<NA>
+1402,The Pursuit of Happyness,<NA>
+81188,Rise of the Guardians,<NA>
+1574,Chicago,<NA>
+5255,The Polar Express,<NA>
+47964,A Good Day to Die Hard,<NA>
+10674,Mulan,<NA>
+840,Close Encounters of the Third Kind,<NA>
+44833,Battleship,<NA>
+14869,G.I. Joe: The Rise of Cobra,<NA>
+57165,Wrath of the Titans,<NA>
+879,Hook,<NA>
+1369,Rambo: First Blood Part II,<NA>
+35791,Resident Evil: Afterlife,<NA>
+1924,Superman,<NA>
+10137,Stuart Little,<NA>
+96,Beverly Hills Cop II,<NA>
+241259,Alice Through the Looking Glass,<NA>
+8874,My Best Friend's Wedding,<NA>
+39254,Real Steel,<NA>
+818,Austin Powers in Goldmember,<NA>
+36657,X-Men,36658
+262500,Insurgent,<NA>
+11324,Shutter Island,<NA>
+3050,Doctor Dolittle,<NA>
+27576,Salt,<NA>
+19585,G-Force,<NA>
+1422,The Departed,<NA>
+1934,Shakespeare in Love,<NA>
+1979,Fantastic 4: Rise of the Silver Surfer,<NA>
+157350,Divergent,<NA>
+2502,The Bourne Supremacy,2503
+55721,Bridesmaids,<NA>
+37786,Sex and the City 2,<NA>
+8839,Casper,<NA>
+5559,Bee Movie,<NA>
+2770,American Pie 2,<NA>
+254470,Pitch Perfect 2,<NA>
+15121,The Sound of Music,<NA>
+75612,Oblivion,<NA>
+68724,Elysium,<NA>
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+25208,The Caveman's Valentine,<NA>
+309,The Celebration,<NA>
+115872,The Chambermaid on the Titanic,<NA>
+5528,The Chorus,<NA>
+77934,The Christmas Bunny,<NA>
+226354,The Christmas Candle,<NA>
+13919,The Chumscrubber,<NA>
+13898,The Circle,<NA>
+42819,The City of Your Final Destination,<NA>
+44853,The Claim,<NA>
+13853,The Clan of the Cave Bear,<NA>
+112430,The Company,<NA>
+8416,The Conformist,<NA>
+6521,The Contender,<NA>
+10744,The Cooler,<NA>
+13849,The Cottage,<NA>
+18357,The Country Bears,<NA>
+375950,The Country Doctor,<NA>
+19150,The Crew,<NA>
+542,The Crime of Padre Amaro,<NA>
+18530,The Cry of the Owl,<NA>
+309919,The Curse of Downers Grove,<NA>
+2779,The Curse of the Jade Scorpion,<NA>
+21641,The Damned United,<NA>
+16857,The Dangerous Lives of Altar Boys,<NA>
+18045,The Dark Hours,<NA>
+13551,The Dead Girl,<NA>
+53502,The Dead Undead,<NA>
+170480,The Deported,<NA>
+9392,The Descent,<NA>
+1696,The Devil's Rejects,<NA>
+17577,The Devil's Tomb,<NA>
+159770,The Dirties,<NA>
+394047,The Dog Lover,<NA>
+5900,The Dress,<NA>
+12783,The Duchess,<NA>
+39563,The Eclipse,<NA>
+17187,The Emperor's Club,<NA>
+44770,The Exploding Girl,<NA>
+254024,The Face of an Angel,<NA>
+5994,The Family Man,<NA>
+9043,The Family Stone,<NA>
+11583,The First Great Train Robbery,<NA>
+10930,The Flower of Evil,<NA>
+12484,The Forsaken,<NA>
+25113,The Four Seasons,<NA>
+85860,The FP,<NA>
+987,The Front Page,<NA>
+150211,The Frozen,<NA>
+29078,The Game of Their Lives,<NA>
+127918,The Gatekeepers,<NA>
+188652,The Ghastly Love of Johnny X,<NA>
+41248,The Girl on the Train,<NA>
+9625,The Glimmer Man,<NA>
+39037,The Good Guy,<NA>
+5178,The Good Heart,<NA>
+6016,The Good Thief,<NA>
+15067,"The Good, The Bad, The Weird",<NA>
+19905,"The Goods: Live Hard, Sell Hard",<NA>
+32395,The Greatest,<NA>
+9027,The Guru,<NA>
+296943,The Hadza: Last of the First,<NA>
+14014,The Hammer,<NA>
+70875,The Harvest (La Cosecha),<NA>
+150202,The Haunting in Connecticut 2: Ghosts of Georgia,<NA>
+14745,The Haunting of Molly Hartley,<NA>
+24985,The Heart of Me,<NA>
+19187,The Hebrew Hammer,<NA>
+43630,The Helix... Loaded,<NA>
+114635,The Helpers,<NA>
+9793,The Hills Have Eyes 2,<NA>
+58626,The Hit List,<NA>
+45650,The Hole,<NA>
+44413,The Holy Girl,<NA>
+323270,The Horror Network Vol. 1,<NA>
+30979,The Horse Boy,<NA>
+11308,The Hotel New Hampshire,<NA>
+29262,The House of Sand,<NA>
+25983,The House of the Devil,<NA>
+11934,The Hudsucker Proxy,<NA>
+5353,The Hunting Party,<NA>
+11588,The I Inside,<NA>
+10179,The Ice Pirates,<NA>
+250902,The Image Revolution,<NA>
+9026,The Importance of Being Earnest,<NA>
+29371,The Incredibly True Adventure of Two Girls In ...,<NA>
+11359,The Indian in the Cupboard,<NA>
+18713,The Jerky Boys,<NA>
+99826,The Jimmy Show,<NA>
+9623,The Juror,<NA>
+11598,The Kentucky Fried Movie,<NA>
+37414,The Killer Inside Me,<NA>
+3766,The Lady from Shanghai,<NA>
+5516,The Ladykillers,<NA>
+17044,The Land Girls,<NA>
+55180,The Last Big Thing,<NA>
+190847,The Last Days on Mars,<NA>
+206296,The Last Five Years,<NA>
+26486,The Last Shot,<NA>
+9916,The Last Sin Eater,<NA>
+35690,The Last Song,<NA>
+76640,The Last Stand,<NA>
+36811,The Last Station,<NA>
+34941,The Last Time I Committed Suicide,<NA>
+12207,The Legend of Drunken Master,<NA>
+69382,The Legend of God's Gun,<NA>
+98549,The Legend of Hell's Gate: An American Conspiracy,<NA>
+27329,The Legend of Suriyothai,<NA>
+7548,The Libertine,<NA>
+13079,The Life Before Her Eyes,<NA>
+46256,The Lion of Judah,<NA>
+297100,The Little Ponderosa Zoo,<NA>
+43653,The Living Wake,<NA>
+13579,The Longshots,<NA>
+365052,The Looking Glass,<NA>
+15059,The Loss of Sexual Innocence,<NA>
+171759,The Lost Medallion: The Adventures of Billy Stone,<NA>
+18841,The Lost Skeleton of Cadavra,<NA>
+57943,The Love Letter,<NA>
+46420,The Loved Ones,<NA>
+79698,The Lovers,<NA>
+16005,The Lucky Ones,<NA>
+37028,The Magic Flute,<NA>
+278348,The Maid's Room,<NA>
+13363,The Man from Earth,<NA>
+9313,The Man in the Iron Mask,<NA>
+329540,The Marine 4: Moving Target,<NA>
+40652,The Married Woman,<NA>
+370464,The Masked Saint,<NA>
+13908,The Master of Disguise,<NA>
+10610,The Medallion,<NA>
+11162,The Merchant of Venice,<NA>
+9821,The Mighty,<NA>
+48620,The Mighty Macs,<NA>
+25189,The Mirror Has Two Faces,<NA>
+35219,The Missing Person,<NA>
+20520,The Motel,<NA>
+37718,The Muse,<NA>
+84659,The Naked Ape,<NA>
+50848,The Names of Love,<NA>
+2447,The Nativity Story,<NA>
+10985,The New Guy,<NA>
+9782,The Night Listener,<NA>
+72086,The Night Visitor,<NA>
+227783,The Nut Job,<NA>
+14474,The Oh in Ohio,<NA>
+112937,The Oogieloves in the Big Balloon Adventure,<NA>
+24663,The Open Road,<NA>
+23618,The Original Kings of Comedy,<NA>
+12184,The Other Boleyn Girl,<NA>
+89540,The Other Conquest,<NA>
+84318,The Other Dream Team,<NA>
+17334,The Other End of the Line,<NA>
+1933,The Others,<NA>
+294550,The Outrageous Sophie Tucker,<NA>
+12245,The Oxford Murders,<NA>
+14202,The Painted Veil,<NA>
+23570,The Pallbearer,<NA>
+41830,The Party's Over,<NA>
+268917,The Past Is a Grotesque Animal,<NA>
+6623,The Peacemaker,<NA>
+15648,The Perfect Man,<NA>
+378200,The Perfect Match,<NA>
+251979,The Perfect Wave,<NA>
+52462,The Pet,<NA>
+12096,The Pink Panther,<NA>
+19848,The Players Club,<NA>
+63287,The Poker House,<NA>
+11027,The Postman Always Rings Twice,<NA>
+11137,The Prince & Me,<NA>
+43867,The Prisoner of Zenda,<NA>
+2008,The Promise,<NA>
+24055,The Puffy Chair,<NA>
+45226,The Pursuit of D.B. Cooper,<NA>
+36825,The R.M.,<NA>
+19153,The Real Cancun,<NA>
+49787,The Reef,<NA>
+10393,The Replacements,<NA>
+11190,The Return,<NA>
+347969,The Ridiculous 6,<NA>
+356216,The Rise of the Krays,<NA>
+8987,The River Wild,<NA>
+11152,The Ruins,<NA>
+1809,The Rules of Attraction,<NA>
+51820,The Salon,<NA>
+8272,The Savages,<NA>
+310569,The Second Mother,<NA>
+395766,The Secret,<NA>
+26963,The Secret of Kells,<NA>
+6440,The Shipping News,<NA>
+30141,The Singing Detective,<NA>
+16653,The Singles Ward,<NA>
+206197,The Sisterhood of Night,<NA>
+21801,The Slaughter Rule,<NA>
+244776,The Sleepwalker,<NA>
+74536,The Son of No One,<NA>
+362765,The Sound and the Shadow,<NA>
+29015,The Specials,<NA>
+159037,The Square,<NA>
+41488,The Statement,<NA>
+19904,The Stepfather,<NA>
+70687,The Sticky Fingers of Time,<NA>
+404,The Straight Story,<NA>
+64559,The Swindle,<NA>
+13173,The Ten,<NA>
+10781,The Texas Chainsaw Massacre: The Beginning,<NA>
+322443,The Timber,<NA>
+53953,The Tooth Fairy,<NA>
+12602,The Torture Chamber of Dr. Sadism,<NA>
+15239,The Toxic Avenger,<NA>
+28165,The Toxic Avenger Part II,<NA>
+37985,The Trials Of Darryl Hunt,<NA>
+25353,The True Story of Puss 'n Boots,<NA>
+10771,The Tuxedo,<NA>
+14624,The Ultimate Gift,<NA>
+11354,The Upside of Anger,<NA>
+202604,The Vatican Exorcisms,<NA>
+257087,The Veil,<NA>
+133575,The Velocity of Gary,<NA>
+11687,The Visitors,<NA>
+10353,The Visitors II: The Corridors of Time,<NA>
+293670,The Wailing,<NA>
+312793,The Walking Deceased,<NA>
+14392,The Warlords,<NA>
+10685,The Watcher,<NA>
+12183,The Wendell Baker Story,<NA>
+18840,The White Countess,<NA>
+37903,The White Ribbon,<NA>
+110683,The Wicked Lady,<NA>
+157422,The Wicked Within,<NA>
+48217,The Widow of Saint-Pierre,<NA>
+14317,The Wild Thornberrys Movie,<NA>
+7978,The Wolfman,<NA>
+28666,The Woman Chaser,<NA>
+266857,The Work and The Story,<NA>
+344466,The World Is Mine,<NA>
+9912,The World's Fastest Indian,<NA>
+19457,The Yards,<NA>
+146269,The Young Unknowns,<NA>
+45054,There Be Dragons,<NA>
+297621,There's Always Woodstock,<NA>
+361398,Theresa Is a Mother,<NA>
+16028,They,<NA>
+180296,They Came Together,<NA>
+324322,They Will Have to Kill Us First,<NA>
+10280,Thinner,<NA>
+9378,Thir13en Ghosts,<NA>
+17734,Thirteen Conversations About One Thing,<NA>
+15250,This Christmas,<NA>
+13576,This Is It,<NA>
+158895,This Is Martin Bonner,<NA>
+67373,This Thing of Ours,<NA>
+16110,Thomas and the Magic Railroad,<NA>
+13569,Thr3e,<NA>
+14538,Three Kingdoms: Resurrection of the Dragon,<NA>
+12154,Three Men and a Baby,<NA>
+10563,Three to Tango,<NA>
+202575,Thunder and the House of Magic,<NA>
+294086,Tiger Orange,<NA>
+79940,Tim and Eric's Billion Dollar Movie,<NA>
+8875,Timber Falls,<NA>
+45767,Time Changer,<NA>
+370662,Time to Choose,<NA>
+157185,Tin Can Man,<NA>
+49517,Tinker Tailor Soldier Spy,<NA>
+459488,"To Be Frank, Sinatra at 100",<NA>
+41144,To Save A Life,<NA>
+75861,To Write Love on Her Arms,<NA>
+293644,Top Cat Begins,<NA>
+331745,Top Spin,<NA>
+46435,Topsy-Turvy,<NA>
+62255,Tracker,<NA>
+4170,Trade,<NA>
+135595,Trade Of Innocents,<NA>
+22007,Train,<NA>
+206563,Trash,<NA>
+37232,Travellers and Magicians,<NA>
+138976,Treachery,<NA>
+166624,Treading Water,<NA>
+27845,Trees Lounge,<NA>
+15800,Trekkies,<NA>
+26466,Triangle,<NA>
+22102,Troop Beverly Hills,<NA>
+87825,Trouble with the Curve,<NA>
+29406,Trucker,<NA>
+14057,Trust the Man,<NA>
+101179,Truth or Dare,<NA>
+13768,Tuck Everlasting,<NA>
+33430,Twin Falls Idaho,<NA>
+78381,Twixt,<NA>
+25462,Two Can Play That Game,<NA>
+29514,Two Evil Eyes,<NA>
+325373,Two Lovers and a Bear,<NA>
+56930,Tycoon,<NA>
+146631,U.F.O.,<NA>
+11959,UHF,<NA>
+55306,Ulee's Gold,<NA>
+52010,"Ultramarines: A Warhammer 40,000 Movie",<NA>
+18147,Unaccompanied Minors,<NA>
+10934,Under the Tuscan Sun,<NA>
+19803,Underclassman,<NA>
+320435,UnDivided,<NA>
+271331,United Passions,<NA>
+356483,Unnatural,<NA>
+323271,Unsullied,<NA>
+9302,Up Close & Personal,<NA>
+77332,Urbania,<NA>
+260778,Vaalu,<NA>
+10984,Valentine,<NA>
+116584,Valley of the Heart's Delight,<NA>
+11818,Valley of the Wolves: Iraq,<NA>
+9945,Vampires,<NA>
+73935,Vamps,<NA>
+14709,Varsity Blues,<NA>
+15511,VeggieTales: The Pirates Who Don't Do Anything,<NA>
+11109,Vera Drake,<NA>
+25968,Veronika Decides to Die,<NA>
+211557,Vessel,<NA>
+10357,Volcano,<NA>
+15013,Wah-Wah,<NA>
+16448,Waiting for Guffman,<NA>
+10162,Waking Ned,<NA>
+49963,Walking and Talking,<NA>
+29595,Wal-Mart: The High Cost of Low Price,<NA>
+323967,Walter,<NA>
+11342,Warlock,<NA>
+24126,Warlock: The Armageddon,<NA>
+49478,Warriors of Virtue,<NA>
+2110,Wasabi,<NA>
+263503,Water & Power,<NA>
+78814,We Have Your Husband,<NA>
+9260,Welcome to Collinwood,<NA>
+11446,Welcome to the Dollhouse,<NA>
+8942,Wendy and Lucy,<NA>
+5971,We're No Angels,<NA>
+376010,Western Religion,<NA>
+10735,What a Girl Wants,<NA>
+10416,What Planet Are You From?,<NA>
+15765,What's Love Got to Do with It,<NA>
+14034,What's the Worst That Could Happen?,<NA>
+11956,When the Cat's Away,<NA>
+50497,When the Lights Went Out,<NA>
+9729,Where the Truth Lies,<NA>
+23531,Whipped,<NA>
+7006,White Noise 2: The Light,<NA>
+10994,White Oleander,<NA>
+15581,Who's Your Caddy?,<NA>
+280391,Why I Did (Not) Eat My Father,<NA>
+256740,Wicked Blood,<NA>
+265208,Wild Card,<NA>
+37842,Wild Grass,<NA>
+10929,Willard,<NA>
+347755,Wind Walkers,<NA>
+343409,Windsor Drive,<NA>
+10350,Wing Commander,<NA>
+75033,Winnie Mandela,<NA>
+17994,Witchboard,<NA>
+68202,Without Men,<NA>
+15365,Witless Protection,<NA>
+10395,Wolf,<NA>
+290555,Wolves,<NA>
+14629,Woman on Top,<NA>
+59457,Womb,<NA>
+11004,Wonder Boys,<NA>
+35199,Wordplay,<NA>
+13198,Wristcutters: A Love Story,<NA>
+36597,Wuthering Heights,<NA>
+25312,Yes,<NA>
+36549,Yesterday Was a Lie,<NA>
+290825,Yoga Hosers,<NA>
+14295,You Can Count on Me,<NA>
+14114,You Got Served,<NA>
+38031,You Will Meet a Tall Dark Stranger,<NA>
+11904,Young Sherlock Holmes,<NA>
+27983,"Yours, Mine and Ours",<NA>
+22327,Youth in Revolt,<NA>
+277519,Z Storm,<NA>
+133931,Zambezia,<NA>
+309503,Zipper,<NA>
+34592,ZMD: Zombies of Mass Destruction,<NA>
+206213,Zombie Hunter,<NA>
+185567,Zulu,<NA>
diff --git a/data/sp500.csv b/data/sp500.csv
new file mode 100644
index 0000000..95ef4be
--- /dev/null
+++ b/data/sp500.csv
@@ -0,0 +1,11 @@
+date,returns
+2008,-38.49
+2009,23.45
+2010,12.78
+2011,0.00
+2012,13.41
+2014,11.39
+2015,-0.73
+2016,9.54
+2017,19.42
+2013,29.60
\ No newline at end of file
diff --git a/data/stations.csv b/data/stations.csv
new file mode 100644
index 0000000..cb4bf64
--- /dev/null
+++ b/data/stations.csv
@@ -0,0 +1,145 @@
+station_id,station_name,location,NULL
+40010,Austin-Forest Park,(41.870851, -87.776812)
+40020,Harlem-Lake,(41.886848, -87.803176)
+40030,Pulaski-Lake,(41.885412, -87.725404)
+40040,Quincy/Wells,(41.878723, -87.63374)
+40050,Davis,(42.04771, -87.683543)
+40060,Belmont-O'Hare,(41.938132, -87.712359)
+40070,Jackson/Dearborn,(41.878183, -87.629296)
+40080,Sheridan,(41.953775, -87.654929)
+40090,Damen-Brown,(41.966286, -87.678639)
+40100,Morse,(42.008362, -87.665909)
+40120,35th/Archer,(41.829353, -87.680622)
+40130,51st,(41.80209, -87.618487)
+40140,Dempster-Skokie,(42.038951, -87.751919)
+40150,Pulaski-Cermak,(41.853732, -87.724311)
+40160,LaSalle/Van Buren,(41.8768, -87.631739)
+40170,Ashland-Lake,(41.885269, -87.666969)
+40180,Oak Park-Forest Park,(41.872108, -87.791602)
+40190,Sox-35th-Dan Ryan,(41.831191, -87.630636)
+40200,Randolph/Wabash,(41.885480, -87.628130)
+40210,Damen-Cermak,(41.854517, -87.675975)
+40220,Western-Forest Park,(41.875478, -87.688436)
+40230,Cumberland,(41.984246, -87.838028)
+40240,79th,(41.750419, -87.625112)
+40250,Kedzie-Homan-Forest Park,(41.874341, -87.70604)
+40260,State/Lake,(41.88574, -87.627835)
+40270,Main,(42.033456, -87.679538)
+40280,Central-Lake,(41.887389, -87.76565)
+40290,Ashland/63rd,(41.77886, -87.663766)
+40300,Indiana,(41.821732, -87.621371)
+40310,Western-Orange,(41.804546, -87.684019)
+40320,Division/Milwaukee,(41.903355, -87.666496)
+40330,Grand/State,(41.891665, -87.628021)
+40340,Berwyn,(41.977984, -87.658668)
+40350,UIC-Halsted,(41.875474, -87.649707)
+40360,Southport,(41.943744, -87.663619)
+40370,Washington/Dearborn,(41.883164, -87.62944)
+40380,Clark/Lake,(41.885737, -87.630886)
+40390,Forest Park,(41.874257, -87.817318)
+40400,Noyes,(42.058282, -87.683337)
+40420,Cicero-Cermak,(41.85182, -87.745336)
+40430,Clinton-Forest Park,(41.875539, -87.640984)
+40440,California-Cermak,(41.854109, -87.694774)
+40450,95th/Dan Ryan,(41.722377, -87.624342)
+40460,Merchandise Mart,(41.888969, -87.633924)
+40470,Racine,(41.87592, -87.659458)
+40480,Cicero-Lake,(41.886519, -87.744698)
+40490,Grand/Milwaukee,(41.891189, -87.647578)
+40510,Garfield-South Elevated,(41.795172, -87.618327)
+40520,Foster,(42.05416, -87.68356)
+40530,Diversey,(41.932732, -87.653131)
+40540,Wilson,(41.964273, -87.657588)
+40550,Irving Park-O'Hare,(41.952925, -87.729229)
+40560,Jackson/State,(41.878153, -87.627596)
+40570,California/Milwaukee,(41.921939, -87.69689)
+40600,Kostner,(41.853751, -87.733258)
+40580,54th/Cermak,(41.85177331, -87.75669201)
+40590,Damen/Milwaukee,(41.909744, -87.677437)
+40610,Ridgeland,(41.887159, -87.783661)
+40630,Clark/Division,(41.90392, -87.631412)
+40650,North/Clybourn,(41.910655, -87.649177)
+40660,Armitage,(41.918217, -87.652644)
+40670,Western/Milwaukee,(41.916157, -87.687364)
+40680,Adams/Wabash,(41.879507, -87.626037)
+40690,Dempster,(42.041655, -87.681602)
+40700,Laramie,(41.887163, -87.754986)
+40710,Chicago/Franklin,(41.89681, -87.635924)
+40720,East 63rd-Cottage Grove,(41.780309, -87.605857)
+40730,Washington/Wells,(41.882695, -87.63378)
+40740,Western-Cermak,(41.854225, -87.685129)
+40750,Harlem-O'Hare,(41.98227, -87.8089)
+40760,Granville,(41.993664, -87.659202)
+40770,Lawrence,(41.969139, -87.658493)
+40780,Central Park,(41.853839, -87.714842)
+40790,Monroe/Dearborn,(41.880703, -87.629378)
+40800,Sedgwick,(41.910409, -87.639302)
+40810,Medical Center,(41.875706, -87.673932)
+40820,Rosemont,(41.983507, -87.859388)
+40830,18th,(41.857908, -87.669147)
+40840,South Boulevard,(42.027612, -87.678329)
+40850,Library,(41.876862, -87.628196)
+40870,Francisco,(41.966046, -87.701644)
+40880,Thorndale,(41.990259, -87.659076)
+40890,O'Hare Airport,(41.97766526, -87.90422307)
+40900,Howard,(42.019063, -87.672892)
+40910,63rd-Dan Ryan,(41.780536, -87.630952)
+40920,Pulaski-Forest Park,(41.873797, -87.725663)
+40930,Midway Airport,(41.78661, -87.737875)
+40940,Halsted/63rd,(41.778943, -87.644244)
+40960,Pulaski-Orange,(41.799756, -87.724493)
+40970,Cicero-Forest Park,(41.871574, -87.745154)
+40980,Harlem-Forest Park,(41.87349, -87.806961)
+40990,69th,(41.768367, -87.625724)
+41000,Cermak-Chinatown,(41.853206, -87.630968)
+41010,Rockwell,(41.966115, -87.6941)
+41020,Logan Square,(41.929728, -87.708541)
+41030,Polk,(41.871551, -87.66953)
+41040,Kedzie-Cermak,(41.853964, -87.705408)
+41050,Linden,(42.073153, -87.69073)
+41060,Ashland-Orange,(41.839234, -87.665317)
+41070,Kedzie-Lake,(41.884321, -87.706155)
+41080,47th-South Elevated,(41.809209, -87.618826)
+41090,Monroe/State,(41.880745, -87.627696)
+41120,35-Bronzeville-IIT,(41.831677, -87.625826)
+41130,Halsted-Orange,(41.84678, -87.648088)
+41140,King Drive,(41.78013, -87.615546)
+41150,Kedzie-Midway,(41.804236, -87.704406)
+41160,Clinton-Lake,(41.885678, -87.641782)
+41170,Garfield-Dan Ryan,(41.79542, -87.631157)
+41180,Kedzie-Brown,(41.965996, -87.708821)
+41190,Jarvis,(42.015876, -87.669092)
+41200,Argyle,(41.973453, -87.65853)
+41210,Wellington,(41.936033, -87.653266)
+41220,Fullerton,(41.925051, -87.652866)
+41230,47th-Dan Ryan,(41.810318, -87.63094)
+41240,Addison-O'Hare,(41.94738, -87.71906)
+41250,Central-Evanston,(42.063987, -87.685617)
+41260,Austin-Lake,(41.887293, -87.774135)
+41270,43rd,(41.816462, -87.619021)
+41280,Jefferson Park,(41.970634, -87.760892)
+41290,Kimball,(41.967901, -87.713065)
+41300,Loyola,(42.001073, -87.661061)
+41310,Paulina,(41.943623, -87.670907)
+41320,Belmont-North Main,(41.939751, -87.65338)
+41330,Montrose-O'Hare,(41.961539, -87.743574)
+41340,LaSalle,(41.875568, -87.631722)
+41350,Oak Park-Lake,(41.886988, -87.793783)
+41360,California-Lake,(41.88422, -87.696234)
+41380,Bryn Mawr,(41.983504, -87.65884)
+41400,Roosevelt,(41.867405, -87.62659)
+41410,Chicago/Milwaukee,(41.896075, -87.655214)
+41420,Addison-North Main,(41.947428, -87.653626)
+41430,87th,(41.735372, -87.624717)
+41440,Addison-Brown,(41.947028, -87.674642)
+41450,Chicago/State,(41.896671, -87.628176)
+41460,Irving Park-Brown,(41.954521, -87.674868)
+41480,Western-Brown,(41.966163, -87.688502)
+41490,Harrison,(41.874039, -87.627479)
+41500,Montrose-Brown,(41.961756, -87.675047)
+41510,Morgan-Lake,(41.885586, -87.652193)
+41660,Lake/State,(41.884809, -87.627813)
+41670,Conservatory,(41.884904, -87.716523)
+41680,Oakton-Skokie,(42.02624348, -87.74722084)
+41690,Cermak-McCormick Place,(41.853115, -87.626402)
+41700,Washington/Wabash,(41.88322, -87.626189)
\ No newline at end of file
diff --git a/data/taglines.csv b/data/taglines.csv
new file mode 100644
index 0000000..0e7eaa0
--- /dev/null
+++ b/data/taglines.csv
@@ -0,0 +1,3956 @@
+id,tagline
+19995,Enter the World of Pandora.
+285,At the end of the world the adventure begins.
+206647,A Plan No One Escapes
+49026,The Legend Ends
+49529,Lost in our world found in another.
+559,The battle within.
+38757,They're taking adventure to new lengths.
+99861,A New Age Has Come.
+767,Dark Secrets Revealed
+209112,Justice or revenge
+10764,For love for hate for justice for revenge.
+58,Jack is back!
+57201,Never Take Off the Mask
+49521,You will believe that a man can fly.
+2454,Hope has a new face.
+1865,Live Forever Or Die Trying.
+41154,They are back... in time.
+122917,Witness the defining chapter of the Middle-Ear...
+1930,The untold story begins.
+20662,Rise and rise again until lambs become lions.
+57158,Beyond darkness... beyond desolation... lies t...
+2268,There are worlds beyond our own - the compass ...
+254,The eighth wonder of the world.
+597,Nothing on Earth could come between them.
+271110,Divided We Fall
+44833,The Battle for Earth Begins at Sea
+135397,The park is open.
+37724,Think on your sins.
+558,There's a hero in all of us.
+68721,Unleash the power behind the armor.
+12155,You're invited to a very important date.
+36668,Take a Stand
+62211,School never looked this scary.
+8373,Revenge is coming.
+91314,This is not war. It's extinction.
+68728,In Oz nothing is what it seems
+102382,No more secrets.
+20526,The Game Has Changed.
+49013,Ka-ciao!
+44912,In our darkest hour there will be light.
+10193,No toy gets left behind.
+534,The End Begins.
+168259,Vengeance Hits Home
+72190,Remember Philly!
+127585,To save the future they must alter the past
+54138,Earth Will Fall
+81005,Prepare for a giant adventure
+64682,Reserving judgments is a matter of infinite ho...
+9543,Defy the Future
+68726,To Fight Monsters We Created Monsters
+38356,The invasion we always feared. An enemy we nev...
+217,The adventure continues . . .
+105864,Little Arms With Big Attitude
+62177,Change your fate.
+10681,An adventure beyond the ordinar-E.
+5174,The Rush Is On!
+14161,We Were Warned.
+17979,Season's Greedings
+76757,Expand your universe.
+258489,Human. Nature.
+411,Evil Has Reigned For 100 Years...
+246655,Only the strong will survive
+155,Why So Serious?
+15512,When aliens attack monsters fight back.
+1726,Heroes aren't born. They're built.
+44826,One of the most legendary directors of our tim...
+8487,It's a whole new west.
+1735,A New Evil Awakens.
+297761,Worst Heroes Ever
+2698,A comedy of biblical proportions
+137113,Live Die Repeat
+9804,Beyond the horizon lies the secret to a new be...
+14869,When all else fails they don't.
+150540,Meet the little voices inside your head.
+10138,It's not the armor that makes the hero but th...
+58595,The Fairytale is Over
+102651,Don't believe the fairy tale.
+119450,One last chance for peace.
+79698,Love is longer than life.
+64686,For courage. For loyalty. For honor.
+100402,In heroes we trust.
+10192,It ain't Ogre... Til it's Ogre
+158852,Imagine a world where nothing is impossible.
+177572,From the creators of Wreck-it Ralph and Frozen
+82690,The story of a regular guy just looking for a ...
+5255,This holiday season... believe.
+47933,We had twenty years to prepare. So did they.
+10191,One adventure will change two worlds
+296,The Machines Will Rise.
+118340,All heroes start somewhere.
+157336,Mankind was born on Earth. It was never meant ...
+27205,Your mind is the scene of the crime.
+315011,A god incarnate. A city doomed.
+49051,From the smallest beginnings come the greatest...
+9799,Live life 1/4 mile at a time.
+4922,Life isn't measured in minutes but in moments.
+49538,Witness the moment that will change our world.
+131634,The fire will burn forever.
+27022,It's The Coolest Job Ever.
+503,Mayday
+241259,It's time for a little madness.
+810,Who's ready for Thirds?
+68735,Two worlds. One home.
+87101,Reset the future
+10140,Return to magic. Return to hope. Return to Nar...
+676,It takes a moment to change history. It takes ...
+1858,Their war. Our world.
+1966,The greatest legend of all was real.
+675,Evil Must Be Confronted.
+674,Dark And Difficult Times Lie Ahead.
+8960,Bad Behavior. Bad Attitude. Real Hero.
+6479,The last man on Earth is not alone
+118,Willy Wonka is semi-sweet and nuts.
+2062,He's dying to become a chef.
+272,Evil fears the knight.
+10527,Still together. Still lost!
+18360,When the lights go off the battle is on.
+2080,Witness the Origin.
+605,Everything that has a beginning has an end.
+109445,Only the act of true love will thaw a frozen h...
+604,Free your mind.
+76338,Delve into the darkness
+76341,What a Lovely Day.
+10195,Two worlds. One hero.
+13053,Fully Awesome. Ridonculous. Let It Begin.
+19585,The world needs bigger heroes
+57165,Feel the Wrath
+62213,Every Family Has Its Demons
+177677,Desperate Times. Desperate Measures.
+7978,When the moon is full the legend comes to life
+5559,Born to bee wild.
+49444,Prepare for the Year of Awesomeness!
+10196,Four nations one destiny
+956,The Mission Begins 05:05:06.
+117251,It will start like any other day.
+50321,Mom needs a little space.
+11619,Someone's Going Down
+266647,Every legend has a beginning.
+82703,He's Leaving His Mark On History
+652,For passion. For honor. For destiny. For victo...
+80321,Six years ago they disappeared without a trac...
+36669,He’s never been cooler.
+43074,Who You Gonna Call?
+95,The Earth's Darkest Day Will Be Man's Finest Hour
+608,Same Planet. New Scum.
+2310,Evil breeds pain.
+140300,Grab destiny by the rice dumplings.
+56292,No Plan. No Backup. No Choice.
+81188,You better believe.
+7552,Giving big businesses a run for their money!
+616,In the face of an enemy in the heart of one m...
+147441,Once brothers now enemies.
+13475,The future begins.
+557,With great power comes great responsibility.
+82702,The training is over.
+205584,The battle for eternity begins
+10048,Fear The Sky
+13183,Justice is coming to all of us.  No matter wha...
+944,The faces you love. The action you expect.
+1927,Unleash the hero within
+7364,Dirk Pitt. Adventure has a new name.
+2114,Unleash a new reality
+1771,When patriots become heroes
+36643,As the countdown begins for the new millennium...
+8619,The courage to do the impossible lies in the h...
+50620,The epic finale that will live forever
+65759,Every step counts.
+1724,You'll like him when he's angry.
+267935,The world is more giant than you can imagine.
+281957,(n. One who has returned as if from the dead.)
+77950,SLO NO MO
+44896,Heroes come in all different colors.
+270946,The Movie Event That Will Blow Their Cover
+2503,Remember everything. Forgive nothing.
+9502,Prepare for awesomeness.
+102899,Heroes don't get any bigger.
+101299,Every revolution begins with a spark.
+228161,Worlds Collide
+74,They're already here.
+8961,If you can't stand the heat get out of Miami.
+417859,Live for danger. Fight for justice. Pray for m...
+27576,Who is Salt?
+86834,The end of the world is just the beginning.
+17578,This year discover how far adventure will tak...
+673,Something wicked this way comes.
+6972,Welcome to Australia!
+82700,Danger is real fear is a choice
+10567,You have never seen anything like this.
+181533,One Final Night to Save the Day.
+38055,His brain is off the chain.
+671,Let the Magic Begin.
+49524,To protect and serve the living
+22,Prepare to be blown out of the water.
+131631,Fire burns brighter in the darkness
+591,Seek the truth.
+172385,He's villainous she's venomous.
+36658,The time has come for those who are different ...
+51497,Get the Fifth Gear.
+58574,The game is afoot.
+18823,Titans will clash.
+861,They stole his mind now he wants it back.
+1911,Prey for the living.
+49040,There Was Never Just One
+415,Strength. Courage. Honor. And loyalty.
+8871,He puts the mean in green.
+435,Where will you be?
+955,Expect the impossible again.
+2133,The storm is coming.
+1979,Discover the secret of the Surfer.
+87827,Believe The Unbelievable
+1250,Hell Is About To Be Unleashed
+324668,You know his name
+9471,This summer the Angels are back.
+70981,The Search for Our Beginning Could Lead to Our...
+10996,A Little Goes A Long Way
+68724,He can save us all.
+2789,All the power in the universe can't change des...
+97020,We've got the future under control.
+7459,Go!
+42888,How do you know it's love?
+37834,Every Hit Man Deserves a Second Shot!
+75612,Earth is a memory worth fighting for
+1895,The saga is complete.
+1894,A Jedi Shall Not Know Anger. Nor Hatred. Nor L...
+585,We Scare Because We Care.
+76170,When he's most vulnerable he's most dangerous.
+1893,Every generation has a legend. Every journey h...
+49519,Meet the first modern family.
+12100,Honor Was Their Code.
+290595,The story before Snow White
+98566,Mysterious. Dangerous. Reptilious. You've neve...
+49047,Don't Let Go
+9619,The pressure is building...
+308531,Raise some shell.
+166424,Change is coming.
+1593,Where History Comes To Life
+254128,A rescue pilot survived an earthquake this is...
+714,Yesterday is a memory. Today is history. Tomor...
+2024,Some things are worth fighting for.
+163,Twelve is the new eleven.
+787,Smart and sexy.
+262500,One Choice Can Destroy You
+2567,For some men the sky was the limit. For him ...
+38745,Something big is going down.
+40805,Breaking the Law to Protect It.
+53182,Seize your glory!
+41513,Smurf Happens.
+13700,Bust a Moo
+262504,Break the boundaries of your world
+39254,If you get one shot make it real.
+77931,Get ready to get naughty!
+1639,As the stakes get higher the ride gets even f...
+80274,This is not a game.
+1571,The old school cop is back!
+120,One ring to rule them all
+10204,Let your imagination soar.
+8489,Float like a butterfly and sting like a bee.
+10588,Don't mess with the hat.
+2048,Laws are made to be broken.
+1495,Be without fear in the face of your enemies. S...
+10137,The Little Family Just Got Bigger
+10198,Every Love Story Begins With a Kiss...
+286217,Bring Him Home
+1635,Your time will come...
+24113,There's no such thing as a small affair.
+9679,Ice Cold Hot Wired.
+98,A Hero Will Rise.
+180,The system is perfect until it comes after you.
+672,Hogwarts is back in session.
+36557,Everyone has a past. Every legend has a beginn...
+869,You'll be sorry you were ever born human
+280,It's nothing personal.
+11322,America's Most Wanted.
+4982,There are two sides to the American dream
+36955,When he said I do he never said what he did.
+18487,I can't get it out of my head. I'm gonna die t...
+39451,Kids bring everyone closer right?
+27581,When the cops are busy... Our only hope is...
+9268,He will erase your past to protect your future.
+68718,Life liberty and the pursuit of vengeance.
+11688,It's All About.....ME!
+76163,Back for War.
+2059,The greatest adventure history has ever revealed.
+2486,As darkness falls the last dragon will choose...
+16523,There's one in all of us.
+116711,Discover a world beyond your imagination
+37710,It all started when he met a woman
+9946,Prepare for the end.
+1372,It will cost you everything.
+106646,EARN. SPEND. PARTY.
+414,Courage now truth always...
+563,The only good bug is a dead bug.
+83542,Everything is Connected
+41216,On his way to finding a legend...he will becom...
+314,CATch her in IMAX
+184315,Before he was a legend he was a man.
+9016,Find your place in the universe.
+18162,Right place. Wrong time.
+138103,New team. New attitude. New mission.
+257088,The only law that matters is gravity
+10214,Who's next?
+205775,Based on the incredible true story that inspir...
+11692,Action's future has arrived...
+22972,Chief Warrant Officer Roy Miller is done follo...
+227973,The story of an underdog. And his dog.
+29193,It's the oldest con in the book.
+1734,The most powerful force on earth is about to b...
+3131,America was born in the streets.
+9408,In the coldest place on Earth he's the hottes...
+9890,The wives of Stepford have a secret.
+855,Leave No Man Behind.
+77953,May The Best Loser Win.
+18,There is no future without it.
+37786,Carrie on.
+10501,They came for the gold... they stayed for the ...
+57800,Manny Diego and Sid embark upon another adve...
+150689,Midnight is just the beginning.
+7980,The story of a life and everything that came a...
+12,There are 3.7 trillion fish in the ocean they...
+122,The eye of the enemy is moving.
+121,A New Power Is Rising.
+68737,When darkness falls the son will rise. When t...
+1995,Born into Wealth. Groomed by the Elite. Traine...
+157353,Yesterday Dr. Will Caster was only human...
+331,This time it's not just a walk in the park!
+61791,Evolution Becomes Revolution.
+8204,Their World Is Closer Than You Think.
+47964,Yippee Ki-Yay Mother Russia
+10733,You will never forget
+9806,No gut no glory
+1408,The Course Has Been Set. There Is No Turning B...
+32657,Worlds Collide
+607,Protecting the Earth from the scum of the univ...
+863,The toys are back!
+44048,1000000 Tons. 100000 Lives. 100 Minutes.
+5175,Get ready for a second Rush!
+2655,He was the perfect husband until his one mista...
+22794,Prepare to get served.
+8355,You Won't Believe Your Ice!
+116745,Stop Dreaming Start Living
+4327,Get Some Action
+1422,Lies. Betrayal. Sacrifice. How far will you ta...
+10674,This time the princess saves the prince.
+7446,The movie they think they're making... isn't a...
+65754,Evil shall with evil be expelled.
+1572,Think fast. Look alive. Die hard.
+10528,Nothing escapes him.
+271969,First to finish. Last to die.
+10865,Atlantis is waiting...
+258509,Fast & furry-ous
+2253,Many saw evil. They dared to stop it.
+10661,Lather. Rinse. Save the world.
+257344,Game On.
+644,David is 11 years old. He weighs 60 pounds. He...
+10756,Check your pulse at the door... if you have one.
+686,If it's just us it seems like an awful waste ...
+9383,What would you do if you knew you couldn't be ...
+179,The truth needs no translation.
+76285,Where There Are Gods There Are Monsters.
+1996,Adventuress Lara Croft goes on a quest to save...
+291805,You Haven't Seen Anything Yet
+10003,Never reveal your name. Never turn your back. ...
+1535,It's not how you play the game. It's how the g...
+2067,Let There Be Life.
+46195,1 out of every 8 Americans is afraid of flying...
+2277,One robot's 200 year journey to become an ordi...
+10357,The coast is toast
+4477,They come from different worlds. They fight fo...
+8665,Fate has found its hero.
+9387,Thief. Warrior. Gladiator. King.
+921,One man's extraordinary fight to save the fami...
+4464,The hopes of a nation rode on a long shot.
+664,The Dark Side of Nature.
+8358,At the edge of the world his journey begins.
+9836,WARNING: May Cause Toe-Tapping.
+2502,They should have left him alone.
+9772,The fate of a nation rests on the courage of o...
+161,Are you in or out?
+52451,Every legend has a new beginning.
+76492,Where monsters go to get away from it all
+4523,This fairytale princess is about to meet a rea...
+59961,No one is safe
+10481,Meet Two Unlikely Heroes With A Bone To Pick.
+59108,Ordinary guys. An extraordinary robbery.
+1581,It's Christmas Eve and we are going to go cele...
+9798,It's not paranoia if they're really after you.
+22897,First comes marriage. Then comes divorce. And ...
+298,What are the odds of getting even? 13 to one.
+7484,One Fur All & All Fur One
+157350,What makes you different makes you dangerous.
+853,Some Men Are Born To Be Heroes.
+10159,cut to the chase
+9593,This isn't the movies anymore.
+1904,My world is as forbidden as it is fragile; wit...
+9615,On the streets of Tokyo speed needs no transl...
+51052,Ever wonder how 2 Billion presents get deliver...
+297,Sooner or later everyone does.
+9884,What would you do if you lost everything?
+16858,All that work. All that glitter. All that pain...
+62764,The Snow White legend comes alive.
+22538,Get the hot girl. Defeat her evil exes. Hit lo...
+9341,Earth has a deadline.
+12107,The Klumps are back!
+9637,Get a Clue
+49049,Judgement is coming
+9339,What If You Had A Remote... That Controlled Yo...
+16281,The Most Fun You'll Ever Have... BEING SCARED!
+39691,Just like real spies... only furrier.
+8247,anywhere is possible.
+11253,Saving the world is a hell of a job.
+8452,Are You Who You Think You Are
+310,In Bruce we trust
+27578,Choose Your Weapon.
+954,Expect the Impossible.
+70160,May The Odds Be Ever In Your Favor.
+45243,The Wolfpack Is Back
+364,The Bat the Cat the Penguin.
+7518,Taking back the neighborhood... One snack at a...
+11544,He's coming to our galaxy.
+9986,Something unexpected unbelievable unforgetta...
+8656,Heaven and Earth are about to collide.
+146216,The best never rest.
+9291,If you can't get out get even.
+55301,This holiday it's gonna get squeaky.
+109418,Just because they're a little older doesn't me...
+11665,Saving The World...And Loving It!
+6964,Schmucks are people too.
+11324,Someone is missing.
+12193,His father her mother his mother and her fat...
+9928,You can shine no matter what you're made of.
+754,In order to catch him he must become him.
+10202,Whatever they dream up... he has to survive.
+4147,Pray for Michael Sullivan.
+50546,Sometimes a guy's best wingman... is a wingwoman
+1701,They were deadly on the ground; Now they have ...
+13027,Don't walk. Run.
+2289,Find the strength. Find the courage. No matter...
+20504,Some will kill to have it. He will kill to pro...
+9574,Catch it if you can!
+11618,Some houses are born bad.
+2300,Get ready to jam.
+12096,Pardon His French.
+10200,12.12.08 is the Day the Earth Stood Still
+8834,What if your most paranoid nightmares had just...
+228150,War never ends quietly.
+6068,After this week in paradise they’re going to ...
+41515,Life's a Pic-A-Nic
+9023,Leader. Hero. Legend.
+38317,Welcome to his jungle.
+2157,Danger Will Robinson!
+14462,This summer everything is under control.
+161795,Your future is set...
+159824,They're back to raise a little terror
+2135,The greatest adventure THROUGH all time!
+9822,Survival is an instinct.
+9705,Log On. Hack In. Go Anywhere. Get Everything.
+1656,The original caped crusader is back!
+12159,After life there is more. The end is just the ...
+9678,He's Never Been To Earth. He's Never Even Slep...
+4442,Eliminating Evil Since 1812.
+75,Nice planet. We'll take it!
+9433,They were fighting over a woman when the plane...
+19959,How do you save humanity when the only thing t...
+11973,You'll never believe how close we came
+11228,No air. No escape. No time.
+77951,The Greatest Adventure in 70 Million Years
+5491,Take Back The Planet
+10715,Real life has never been so animated.
+10197,This Holiday Season Be Italian
+9562,They had to travel into the past to save the f...
+9922,The year is 2013. One man walked in off the ho...
+9447,This little pig went to the city...
+274854,Hunt forever.
+8870,Not A Sound. Not A Warning. Not A Chance. Not ...
+9992,Adventure awaits in your own backyard.
+36970,Explore the depths of our planet's oceans.  Ex...
+10077,Some Rules Should Never Be Broken.
+76649,No warning. No escape.
+453,I need to believe that something extra ordinar...
+8587,Life's greatest adventure is finding your plac...
+72545,Believe the Impossible. Discover the Incredible.
+109451,Something big was leftover.
+9533,Before the Silence.
+2023,Unbridled. Unbroken. Unbeaten.
+71880,His twin sister is coming for the holidays... ...
+584,How Fast Do You Want It?
+309809,Growing up isn't the problem... forgetting is.
+4858,Do not trust anyone. Do not show emotion. Do n...
+17711,This summer it's not the same old bull.
+328111,Think this is what they do all day?
+8698,The power of seven become a league of one.
+93456,Back 2 Work
+602,Earth. Take a good look. It might be your last.
+330,Something has survived.
+953,Someone's got a zoo loose.
+9693,The future's a thing of the past.
+36657,Evolution Begins
+8909,Choose your destiny.
+9802,Alcatraz.  Only one man has ever broken out.  ...
+950,The Ice age is melting away.
+1824,Imagine having to win over the girl of your dr...
+2976,When you follow your own beat the world will ...
+11026,Go back to where the horror began.
+332,The greatest hero ever assembled.
+75656,4 amazing magicians. 3 impossible heists. 1 bi...
+38365,Boys will be boys. . . some longer than others.
+594,Life is waiting.
+15189,No stray gets turned away.
+11678,The Mountain Will Decide.
+6538,Based on a true story. You think we could make...
+10555,The story of what happens when one little fish...
+1125,One Dream Will Change Everything
+4551,Everyone is looking for the next big hit
+612,The world was watching in 1972 as 11 Israeli a...
+9567,He was trained to follow orders. He became a h...
+37821,Perfect wife. Perfect target.
+203801,Saving the world never goes out of style.
+2539,Every family has a hero.
+9297,The House is . . . ALIVE!
+3172,Two's company three's a crime.
+6520,Their greatest battle would be for her love.
+37958,The Gods need a hero.
+2026,Every Second Counts
+7450,When Earth Ends The Adventure Begins.
+9425,Left for dead on a remote planet for obsolete ...
+25769,The rules are simple. You break them you die...
+23685,If It Yells If It Swings It's Got To Be Monk...
+11866,Out of the ashes hope will rise.
+9741,Some things are only revealed by accident.
+211672,Before Gru they had a history of bad bosses
+23629,You will be unprepared
+8688,Believe everything except your eyes.
+10153,A thousand feet beneath the sea the blackest ...
+153518,Why so angry?
+8676,This February True Love Takes a Dive.
+20829,George Simmons was prepared to die but then a...
+4349,How do you stop an enemy who isn't afraid to die?
+9718,The story of a man who could only count to #1
+10808,The doctor is in again.
+197,Every man dies. Not every man truly lives.
+25,Welcome to the suck.
+35,See our family. And feel better about yours.
+11086,Sometimes your life comes into focus one frame...
+10477,Get ready for the race of your life.
+1997,Two infant tiger cubs separated from their pa...
+6947,There is no turning back
+3050,He doesn't just talk to the animals!
+2675,It’s not like they didn’t warn us.
+809,Once upon another time...
+920,Ahhh... it's got that new movie smell.
+4806,Catch her if you can.
+7451,A New Breed Of Secret Agent.
+228165,He's leaving his world behind.
+3595,Someone is going to pay.
+16869,Once upon a time in Nazi occupied France...
+879,What if Peter Pan grew up?
+1573,Die Harder
+9257,You're either S.W.A.T. or you're not.
+1903,Forget everything you know and open your eyes.
+9697,Time is running out for a happy ending.
+395,Whoever wins... We lose
+23398,The Boys are back in town... and they have com...
+10590,400 U.S paratroopers. 4000 Vietnamese soldiers...
+117263,When our flag falls our nation will rise.
+200,The battle for paradise has begun.
+44943,It's not war. It's survival.
+587,An adventure as big as life itself.
+10395,The animal is out.
+57212,Separated by War. Tested by Battle. Bound by F...
+152760,It was the greatest art heist in history
+2756,There's everything you've ever known about adv...
+33909,Gordon never gives up.
+49017,Every bloodline has a beginning
+9882,On November 6th our freedom is history
+2270,This Summer A Star Falls. The Chase Begins.
+978,At the end of the world his real journey began.
+44564,Two best friends. Nothing could come between t...
+3132,Two Mismatched Partners. One Messed Up Case!
+8814,No one gets out alive.
+8427,Attitude meets espionage.
+52520,Vengeance Returns
+80585,Nothin' but a good time
+10592,Beyond Courage Beyond Honor.
+49021,May the best man live.
+11535,Go Ballistic
+11258,In the worst storm in living memory one guard...
+12610,Every BODY needs a hero
+59981,There's trouble in OZ...
+201088,We are no longer in control.
+5137,Who will save us?
+3093,Everything interesting begins in the mind
+107846,No one breaks out alone.
+188207,Every Man Has a Destiny
+4614,27000 nuclear weapons. One is missing.
+24021,It all begins ... With a choice.
+11371,There are no partners in crime
+20352,Superbad. Superdad.
+11517,Get on or GET OUT THE WAY!
+214756,Ted is Coming Again.
+26428,Alexandria Egypt. 391 A.D. The World Changed ...
+9824,We're not your classic heroes we're the other...
+48988,One Week No Rules
+9008,Two men driven to tell the truth... whatever t...
+300673,32 survivors room for 12.
+12113,Trust no one. Deceive everyone.
+38778,Takes One To Know One.
+72331,Are you a patriot or a vampire?
+1844,The trap is set.
+846,Fight the Future
+9703,The end of an empire...the beginning of a legend.
+857,The mission is a man.
+136797,For honor. For love. For redemption.
+3981,He has the power to hear everything women are ...
+425,They came. They thawed. They conquered.
+6171,A circle of friendship. A web of mystery. A pa...
+72976,With the moral courage and fierce determinatio...
+603,Welcome to the Real World.
+568,Houston we have a problem.
+9021,What's Christmas Fun without some Reindeer Games?
+82695,Fight. Dream. Hope. Love.
+9489,Someone you pass on the street may already be ...
+12133,They grow up so fast.
+9342,No one has seen his face... but everyone ... k...
+41733,Leave Your Comfort Zone
+227306,Survival. Resilience. Redemption.
+5551,Space will never be the same.
+9350,The height of adventure.
+9208,Prepare to Go Ballistic.
+4244,Nobody ever grows up quite like they imagined.
+1852,The world saw evil that day. Two men saw somet...
+11820,In a world that told them how to think she sh...
+76493,kurd
+345,Cruise. Kidman. Kubrick.
+196867,It's a Hard Knock Life
+256591,Never Drop The Con.
+59962,It's SPY Against SPY
+36648,The final hunt begins.
+9440,What went down on the way to the top.
+71679,The Ultimate Battle Begins
+10483,Get ready for a killer race.
+11412,What's forgotten is not always gone.
+6795,Adventure Is Waiting
+550,Mischief. Mayhem. Soap.
+11170,From the ashes we rose.
+9292,Danger is his middle name.
+10783,When they put their heads together... it's a n...
+100241,In the battle between good and evil an immort...
+9947,Looks can kill
+189,There is no justice without sin.
+12618,In a perfect world...they never would have met.
+253412,The Storm Awaits.
+1427,Based on the best-selling novel
+818,He's still evil... He's still deadly... and he...
+16577,Have a blast.
+329,An adventure 65 million years in the making.
+12160,The epic story of love and adventure in a lawl...
+9331,The war of drugs would lead him to the war of ...
+300168,When the Eagle meets the Dragon
+9072,Big things come in small packages
+3536,Heroes are ordinary men who do extraordinary t...
+9087,Why can't the most powerful man in the world h...
+12177,His Karma is Huge
+12138,Crime Is King.
+273248,No one comes up here without a damn good reason.
+9955,Kick Some Ice.
+50359,Candy chicks and rock 'n' roll.
+1271,Spartans prepare for glory!
+693,Misery loves family.
+14306,Heel the love.
+497,Miracles do happen.
+11199,A lot can happen on the road to nowhere.
+9982,When it comes to saving the world it helps to...
+210577,You don't know what you've got 'til it's...
+2501,He was the perfect weapon until he became the ...
+710,No limits. No fears. No substitutes.
+2275,Go behind the lies.
+37165,On the air. Unaware.
+9837,The Power Is Real.
+10708,Who's your daddy?
+136400,2 Guns 1 Bank.
+10992,Things Are Gonna Get Hairy!
+9654,Get in. Get out. Get even.
+2642,Over. Done. Finished. A comedy about love at l...
+8916,Every ant has his day.
+19899,It may be paradise... but it's no vacation.
+2119,You can't stop the thunder.
+9641,Same Big Family... Even Bigger Adventure.
+294254,The Maze Was Just the Beginning.
+38167,Let Yourself GO
+5994,What if you made different choices? What if yo...
+39514,Still armed. Still dangerous. Still got it.
+9563,Play or be Played.
+1538,It started like any other night.
+9334,Warrior. Legend. King.
+11128,Their greatest challenge lies in rescuing one ...
+75780,The Law Has Limits. He Does Not.
+8914,Bigger. Smarter. Faster. Meaner.
+13576,Like You've Never Seen Him Before
+39538,Nothing spreads like fear
+10628,He stole the money... And he's not giving it b...
+14836,Be careful what you wish for.
+8645,We've Sensed It. We've Seen The Signs. Now... ...
+9509,Creasy's art is death and he is about to pain...
+10067,It's going to be a ruff day.
+9384,They're the man.
+9279,Two Dads One Toy No Prisoners.
+1487,From the Dark Side to Our Side.
+9422,Justice has its price.
+77174,It's all fun and games until someone raises th...
+4824,How do you stop an assassin who has no identity?
+9620,Remember the future.
+9302,Every Day we Have is One More Than We Deserve.
+10199,Small Mouse. Big Dreams
+10771,Suit up for action!
+3512,Last time he rocked the boat. This time the sk...
+137094,Trust no one.
+267860,The world's leaders have assembled. So have th...
+8078,It's already too late.
+7485,Yesterday was about honor. Today is about just...
+170687,When troubles strikes friends stack together
+6435,For two sisters from a family of witches fall...
+137106,The story of a nobody who saved everybody.
+10040,You might feel a little prick
+6278,Fight Fire With Fire
+82682,No Names. No Badges. No Mercy.
+17610,Meet your ancestors
+22954,His people needed a leader. He gave them a cha...
+16995,Find The Truth
+16558,Outwit. Outspy. Outsmart. Outplay. Then get out.
+9849,The martian has landed. There goes the neighbo...
+5820,In 141 years there's never been a traitor in ...
+16866,Something strange is coming to their planet...Us!
+201,A generation's final journey... begins.
+11775,They can't keep their hands off each others as...
+87825,Whatever Life Throws at You
+12201,Some secrets take us to the edge.
+11015,The Next Evolution In Terror.
+9932,Back in therapy
+13389,Most people respect the badge. Everybody respe...
+8838,Someone knows too much.
+17332,Life has a mind of its own
+4958,It Was Just A Moment Ago.
+786,Experience it. Enjoy it. Just don't fall for it.
+9513,The Ego has landed.
+11679,Prepare for the next level
+38321,Vampire Killer
+8413,Infinite Space - Infinite Terror
+10052,When someone you love dies... are they gone fo...
+9676,Inspired by the most notorious unsolved murder...
+9664,Inspired by a true story
+2100,A Castle Can Only Have One King
+10384,In the farthest reaches of space something ha...
+137321,This is not a true story. This is true love.
+123553,You have been chosen
+11260,There's a Whole Other World Going on Inside of...
+9009,This Season The Mystery Of The Darkness Will ...
+11374,Fame. Be careful. It's out there.
+2309,Every story ever written is just waiting to be...
+8285,I'm gonna kill you all kinds of dead.
+210860,Sophistication Has a Name.
+2312,Rise and fight
+9839,Where hope survives.
+13922,The most daring rescue mission of our time is ...
+293660,Witness the beginning of a happy ending
+9713,The Comedy Where Nothing's Sacred!
+190859,The most lethal sniper in U.S. history.
+257445,The stories are alive.
+9007,It's a wonderful afterlife.
+889,Get ready to rock!
+1370,The first was for himself. The second for his ...
+4942,If Love Is a Game Who'll Make the First Pass?
+24438,We're not in Manhattan anymore.
+116741,Hiring them was a brilliant mistake.
+35791,She's back...And she's bringing a few of her f...
+72431,High-Octane Action and Daring Dogfights!
+1813,Evil has its winning ways.
+87428,The story of a child… and his son.
+8840,You will believe.
+10589,Who will walk away?
+71676,He Rides Again.
+10022,Welcome to the infantry.
+11358,One man will stand up for what's right.
+13,The world will never be the same once you've ...
+6477,Get your squeak on!
+1597,First comes love. Then comes the interrogation.
+10530,An American legend comes to life.
+1924,You'll Believe a Man Can Fly!
+9327,Inside Sherman Klump a party animal is about ...
+8488,The cure for the common man.
+10603,Watch out!
+8273,Forever hold your piece.
+109424,Out here survival is everything.
+35056,One ordinary couple. One little white lie.
+8839,Get an afterlife
+156022,What do you see when you look at me?
+8963,Danger runs deep.
+9315,If Someone Took Everything You Live For... How...
+8984,Sex Is Power.
+795,She didn't believe in angels until she fell in...
+24,Go for the kill.
+11353,The con is on.
+393,The bride is back for the final cut.
+9618,Two of L.A.'s top rival cops are going to have...
+9374,In one small bottle... The fountain of youth. ...
+8584,The old west meets the far east.
+2320,Fasten your seat belts
+1729,The battle for eternity is the fantasy of a li...
+175574,Hang On To Your Nuggets
+8077,The bitch is back.
+8818,The Most Anticipated Motion Picture Event of T...
+8195,Your ally could become your enemy.
+10586,Prey For The Hunters
+116149,The Adventure Begins
+80035,Got Protection?
+10632,Some men should not be found.
+1792,Whatever happens to the boys one thing is cer...
+13260,Putting the funk into the dunk.
+72197,It's A Plunderful Life
+3580,To find her son she did what no one else dared.
+12123,Reaction Time 8-4-96
+9566,All fans have a favorite player.  This one has...
+9833,The classic musical comes to the big screen fo...
+4517,Woman. Warrior. Queen.
+8202,The Perfect World Meets The Perfect Assassin
+16072,The nations heart was touched by...
+34314,If you weren't afraid of flying before you wi...
+19724,What if your daughter's imagination... Was the...
+145220,Taking the world by farce
+42297,It takes a legend... to make a star
+2841,Never let go
+802,How did they ever make a movie of ...
+10375,Survival is a Killer.
+36586,Faster. Sharper. Deadlier.
+11321,Seven names. Seven strangers. One secret.
+70074,Revenge Never Gets Old.
+242,All the power on earth can't change destiny.
+9621,It's a heck of a place to find yourself
+1819,Two's company. Dupree's a crowd.
+8536,The Man of Steel meets his match!
+8046,Life doesn't play by the rules.
+1717,Some people will do anything to gain power. So...
+479,Still the man any questions?
+9444,Discover the Adventure Behind the Greatest Mys...
+824,No Laws. No Limits. One Rule. Never Fall In Love.
+11456,He will do anything to protect his family.
+261023,Keep your enemies close.
+3683,They fight for their country but they die for ...
+22803,The System Must Pay.
+285923,A double feature that'll tear you in two!
+39437,The past has a life of its own.
+1950,Change your game. Change your life.
+640,The true story of a real fake.
+97630,The Greatest Manhunt in History
+9767,. . . pick a side.
+11631,Take a trip down the aisle you'll never forget
+32856,A Love Story. More or Less.
+6519,Cousins. Outlaws. Thrillbillies.
+8741,Every man fights his own war.
+49520,Who says men can't change?
+1850,Hello my name is Andy and this is my movie.
+524,No one stays at the top forever.
+26389,Two agents. One city. No merci.
+11817,A power beyond measure requires a protector wi...
+2123,From gentle to mental.
+9907,What happens in the barn stays in the barn
+9969,There glows the neighborhood
+18239,The Next Chapter Begins.
+808,The greatest fairy tale never told.
+38050,Fight for your fate.
+8367,For the good of all men and the love of one w...
+9390,Everybody loved him... Everybody disappeared.
+72105,Ted is coming.
+2898,A comedy from the heart that goes for the throat.
+10312,Laughter is contagious
+109443,It's kind of a big deal
+2022,Small town kid big time right hook.
+37686,It Arrives.
+462,She brought a small town to its feet and a hug...
+9919,One of them is lying. So is the other.
+187017,They're not 21 anymore
+628,Drink from me and live forever
+10201,One Word Can Change Everything.
+302699,Saving the world takes a little Hart and a big...
+9441,Be there for the joy. Be there for the tears. ...
+274167,Choose your Daddy
+224141,Be careful what you wish for...
+388,It looked like the perfect bank robbery. But y...
+2112,No More Mr. Nice Guy.
+10329,Where you are the endangered species.
+74465,A True Zoo Story
+13811,Knowing is everything...
+6877,To leave the nest some men just need a little...
+10320,The dead don't sleep.
+50646,This Is Stupid
+8920,Get ready for frisky business.
+13673,No! Ho! Ho!
+60308,What are you really worth?
+6950,This animal carries a deadly virus... and the ...
+225574,The hijacking was just the beginning.
+13836,The race is on
+752,People should not be afraid of their governmen...
+6038,A Royal Kick In The Arse.
+9975,Get Carried Away With The Cutest Little Monkey...
+11451,Start your engines...
+12103,...I'll never tell.
+60304,Classic tale. New twist.
+2251,Where do you go when you've gone too far?
+46529,Three like him have already been killed…he is ...
+231,Everything is connected.
+300671,When everything went wrong six men had the co...
+9754,Nothing Is More Dangerous Than A Man With Ever...
+66,Corrupts Absolutely.
+4421,Failure is not an option.
+2649,What do you get for the man who has everything?
+588,We've been expecting you.
+10393,Throw the ball. Catch the girl. Keep it simple.
+71552,Save the best piece for last.
+9631,He frees hostages for a living. Now he's takin...
+216282,Prepare to go
+928,Here they grow again.
+205587,Defend your Honor.
+6623,How do you get the world's attention?
+1577,You're all going to die.
+9801,Same Bridget. Brand new diary.
+2116,The Clock Is Ticking...
+9624,His Battle To Save The Alaskan Wilderness And ...
+14199,Smaller heroes. Just as super.
+1907,Somewhere on this planet it must exist.
+4599,Her uptown life gets turned inside out!
+22832,Fear not the weapon but the hand that wields it.
+10390,Billy Chapel must choose between the woman he ...
+9879,Some People Get Into Trouble No Matter What Th...
+38579,Live Large
+44603,Touched by death. Changed by life.
+11892,The only flaw in their plan was her.
+9691,In the shadows of life In the business of dea...
+1248,It started with revenge.
+72710,You will be one of us
+10782,Deception is their most deadly weapon.
+9573,He's a heartbeat away from catching the killer
+4959,Is your money making a killing?
+10061,Snake Is Back.
+10386,It came from outer space!
+421,The deeper you go the weirder life gets.
+316152,Based on the incredible true story.
+11615,The crime is clear. The truth is not.
+13498,Protecting witnesses is a challenge. Living wi...
+241554,No sin goes unpunished
+2252,Every sin leaves a mark.
+11968,Treasure has its price.
+38319,Get your quest on.
+69668,Once upon a time there were two little girls ...
+11212,No bib. No crib. No problem.
+10533,When intimacy is forbidden and passion is a si...
+38363,Wife. Mother. Spy.
+9923,Heads You Live... Tails You Die.
+11863,Some fantasies go too far.
+18501,In the near future you don't live to play... ...
+109491,Dark secrets will come to light.
+9275,Get ready for an unexpected hit.
+329833,Long time no Z
+12634,It's all in who you trust
+10416,To save his planet an alien must find a woman...
+47327,One hell of a ride.
+15268,Some fight for power. Some fight for us.
+10796,Stealing the power of the universes one by one.
+9548,Kojak. Columbo. Dirty Harry. Wimps.
+18947,On air. Off shore. Out of control.
+1900,No one gets away clean
+89,The man with the hat is back. And this time h...
+96724,An epic story of love.
+198184,I am consciousness. I am alive. I am Chappie.
+9481,Serial killer vs. forensic genius
+6415,It's good to be King.
+181283,How do you find a killer who doesn’t exist?
+9896,563 miles. 9 people. $2 million. 1001 problems!
+167,Change the way you look at the world.
+11232,If they lived in the same century they'd be pe...
+1636,Meet the Devil. She's giving Elliott seven wis...
+2148,It was the jazz age. It was an era of elegance...
+5176,Time waits for one man.
+260346,It Ends Here
+1389,Opposites attract.
+9894,There's no such thing as free cable.
+8592,Their turf. Their game. Their rules. They didn...
+913,How do you get the man who has everything?
+11091,One day can make your life; one day can ruin y...
+1368,This time he's fighting for his life.
+5393,Fairy Tale Endings Aren't What They Used To Be
+9095,The untold story of Jekyll and Hyde
+8874,It's about finding the love of your life. And ...
+11467,Hollywood's hottest couple just split up. It'l...
+320,A tough cop. A brilliant killer. An unspeakabl...
+199,Resistance is futile.
+20533,Revenge gets ugly.
+10684,A medal for honor. A search for justice. A bat...
+1624,Trust me.
+325789,The true story of one man against the biggest ...
+113464,LOVE. DESTINY. HEROES. War Changes Everything.
+888,Yabba-Dabba-Doo!
+82675,First they took his daughter. Now they're comi...
+4256,Great trilogies come in threes.
+1493,Never Mess With An Agent In A Dress.
+88751,Same Planet. Different World.
+11130,It can take a lifetime to find true love; she'...
+9944,Two Supreme Court Justices have been assassina...
+10731,A district attorney out for a conviction. A ne...
+7350,Find the joy.
+9869,Not for honor. Not for country. For his wife a...
+4379,This relationship is going to be a real mother.
+146233,Every moment matters.
+2034,The only thing more dangerous than the line be...
+926,A comedy of Galactic Proportions.
+4248,No More Mercy. No More Shame. No More Sequels ...
+64328,They're closer than you think.
+36647,Part Man. Part Vampire. All Hero.
+7214,It begins on the street. It ends here.
+1537,An ambitious lawyer a desperate father they ...
+9360,When You Can't Breathe You Can't Scream.
+6282,This party never ends.
+508,The ultimate romantic comedy.
+9487,An epic presentation of miniature proportions.
+768,Only the legend will survive.
+2636,The government taught him to kill. Now he's us...
+10478,Golf Pro. Love Amateur.
+27983,Their wedding night set new attendence records
+9981,One man could lead this team to glory. . . Tha...
+7453,Don't leave Earth without it.
+7737,The Extinction Is Coming...
+232672,Single Dad No Clue. Single Mum Flying Solo.
+17379,She always thought she was somebody special......
+8987,The vacation is over
+82525,Young Beautiful Deadly.
+9759,If the signal dies so does she
+9486,He knows no fear he knows no danger he knows...
+9906,The battle for the lawn is on.
+841,A world beyond your experience beyond your im...
+4688,All you need is love.
+4148,How do you break free without breaking apart?
+2207,For a New York cop and his witness the distan...
+9381,Kill or be Killed.
+9625,Two good cops. One bad situation.
+9304,Sometimes to get more out of life you have to...
+20856,The aliens vs. the Pearsons
+9826,Slam Evil!
+21355,Some passions can never be tamed.
+10858,Triumphant in Victory Bitter in Defeat. He Ch...
+11439,Read between the lies.
+9457,Full Scream Ahead
+1494,Unspeakable secrets are hidden within the Forb...
+13184,There's only one way out.
+2185,They have forty-five minutes to save the world...
+6639,How long would you wait for love?
+58233,One man. One mission. No chance.
+116977,When good food... goes bad!
+68734,The movie was fake. The mission was real.
+5503,A murdered wife. A one-armed man. An obsessed ...
+27573,It's a Job. It Isn't Personal. Well Maybe a L...
+819,When friendship runs deeper than blood.
+1369,What most people call hell he calls home.
+9623,There is no defense.
+10895,For anyone who has ever wished upon a star.
+10935,The only thing greater than their passion for ...
+834,My God. Brother what have you done?
+228066,Discover the origin of the monster and his cre...
+711,In an ordinary place he found the one person ...
+10468,The Life of the Party... before she got a life.
+10027,Serve No Master
+11812,A romantic comedy without the sugar.
+37233,Power can be murder to resist.
+37950,Life is for living.
+27582,Someone has to fix the problems.
+64688,They thought the streets were mean. Then they ...
+509,Can the most famous film star in the world fal...
+7443,This ain't no chick flick. It's poultry in mot...
+5966,For the most cautious man on Earth life is ab...
+11066,A Player Who's About to be Played.
+136795,Action's never been so hot!
+8095,The motion picture the world has been waiting ...
+87826,No one will fight for his students like Mr. Voss.
+11560,Everything you trust. Everything you know. May...
+25189,A story about just how wrong two people can be...
+2637,What do you see?
+18480,Borat was so 2006
+709,His bad side is a dangerous place to be.
+49730,Who's afraid?
+2749,America Likes to Watch
+9607,This Ain't No Game.
+1830,Where there's a will there's a weapon
+79,One man's strength will unite an empire.
+54054,She's looking for a few not-so-good men
+228967,The Film Hackers Tried To Get Banned
+46528,Assassin. Hero. Legend.
+27936,Non Stop Madness
+65,Every moment is another chance.
+280391,These feet are made for walkin'
+9476,He Will Rock You
+745,Not every gift is a blessing.
+49527,You can only push an innocent man so far
+73937,Everyone is searching for something.
+1885,Only the 'Old One' could teach him the secrets...
+168672,Everyone Hustles To Survive
+18240,Here comes the bribe...
+10398,Murder isn't always a crime.
+165,Roads? Where we're going we don't need roads!
+240832,The average person uses 10% of their brain cap...
+216015,Are you curious?
+12279,3rd Mission. 3rd Dimension.
+1645,Experience a time you'll never forget.
+11007,Growing pains? They've got twelve of them!
+193756,Based on True Acts of Courage
+11287,To achieve the incredible you have to attempt...
+259693,The next true story from the case files of Ed ...
+37799,You don't get to 500 million friends without m...
+10184,Are you the exception...or the rule?
+4257,Bury the grudge. Burn the village.  See the saw.
+4234,Someone has taken their love of trilogies one ...
+196,They've saved the best trip for last... But th...
+257091,An education in incarceration.
+6114,Love never dies.
+24803,Based on Two True Stories
+109410,The True Story Of An American Legend
+1213,How far would you go to become someone else?
+100042,The Second Parts Are More Fools
+9036,The Most Amazing Story Of Survival Friendship...
+257211,Experience never gets old
+323675,The brothers-in-law are back
+9361,The first American hero.
+1677,The extraordinary life story of Ray Charles.
+187,Walk down the right back alley in Sin City and...
+7461,8 Strangers 8 points of view.  1 Truth.
+16538,He needed a best man... He got the worst.
+9889,Are You A Shallow Guy?
+820,The story that won’t go away.
+11565,The momma of all comedies is back!!!
+6073,Love with the safety off.
+16996,Who says you're only young once?
+193610,The oddest friends are about to get even
+19912,Rest In Pieces
+296098,In the shadow of war one man showed the world...
+8007,His only weapon is his will to survive.
+32823,Aaron Green has 72 hours to get a Rock Star fr...
+4380,Step out of the ordinary
+11551,The few the proud and the small.
+10336,Born in darkness. Sworn to justice.
+11362,Prepare for adventure. Count on revenge.
+50348,This Case is a Dangerous Game of Life and Death
+48138,Take Back Your Life
+1124,Are You Watching Closely?
+227159,New Crime. Same Tools.
+68179,Earth's greatest secrets are about to break out!
+1579,No one can outrun their destiny.
+708,Licensed to thrill.
+34851,Fear is Reborn
+9930,Tom Logan has a law partner who put a dog on t...
+1586,The most important part of a story is the ending.
+2044,How do you hold on to someone you've never met?
+9913,Fearing Is Believing
+71864,He's a force of nature.
+10761,He'll do anything to get the groom out of the ...
+11975,They were totally unqualified to try the case ...
+4970,Because someone is dead doesn't mean they're g...
+11831,Freedom is not given. It is our right at birth...
+9096,He turned his back on civilization. Only to di...
+440,The Last Place On Earth We Want To Be Is In Th...
+11011,An adventure so big... even the world's riches...
+10641,He fell in love for the first time. She fell i...
+11172,Share the music with someone you love.
+39513,Who's up for a close encounter?
+82687,Get ready for one mother of a road trip
+41446,New Decade. New Rules.
+8224,You can't prepare for where the truth will tak...
+10537,The Ultimate Story of Sex Drugs & Rock 'N' Roll
+225886,A movie about a movie they don't want you to see.
+10385,Every family has a few hang-ups.
+55779,We all share a common destination.
+10154,A romantic comedy you can't refuse
+10647,When someone does you a big favor don't pay i...
+11431,A Comedy About The Game of Love.
+8457,You get what you pay for
+188161,Bring protection.
+8850,The Shadow Knows!
+64685,This is not a story about September 11th it's...
+38357,Breakfast TV just got interesting.
+10060,If You Think You Know the Story...You Don't Kn...
+11398,Who is your foe?
+1833,No day but today.
+10391,Mankind's last hope just turned six.
+8970,They fell in love 24 years ago... and in the n...
+9306,The gates of hell are unlocked.
+11370,As you've never seen it before.
+12184,Two sisters divided for the love of a king.
+1921,She Just Needed A Month To Change His Life For...
+1683,What Hath God Wrought?
+203,You don't make up for your sins in church. You...
+11858,One Man's Mission To Teach The Few The Proud....
+62835,Revenge is beautiful.
+18937,An evil knight gives nobility a bad name.
+13536,When you're searching for a killer... the last...
+15556,Science gave him sight. She gave him vision.
+10718,Circuit of Fire
+11062,It started with a shootout on a rainswept stre...
+10802,Beyond your wildest dreams. Beyond your wildes...
+1887,Rumor. Scandal. Fame. Revolution.
+10461,The Truth Hurts
+80278,Nothing is more powerful than the human spirit.
+10315,Dig the life fantastic!
+2687,An adventure like you've never seen.
+194,One person can change your life forever.
+8849,Meet a man who never met a woman he didn't love.
+78698,A family of whales trapped beneath the ice. On...
+30943,The search for her son was over. The search fo...
+9544,The last site you'll ever see.
+24418,Meet Darren. He's sixteen going on immortal.
+24575,They've found the Titanic. There's just one th...
+10366,Prepare to become obsolete
+19898,Don't fear the end of the world. Fear what hap...
+4965,In the Future not everyone is who they seem t...
+15074,Fear is a trigger
+56715,They're not just from another time they're fr...
+1272,If the sun dies so do we.
+72358,He only has 1000 words left to discover what m...
+266396,Armed With the Truth.
+9978,Rule the school. Save the world.
+8271,The quieter the street the darker the secrets...
+10428,There is no right or wrong only fun and boring
+5353,How can they find the world's most wanted war ...
+11934,They took him for a fall guy... but he threw t...
+19495,Courage know no limit
+110415,AD 2031 the passengers in the train are the o...
+9495,Real love is forever.
+1257,She's just your normal overprotective overbe...
+62214,The electrifying dog is back from beyond the g...
+16320,Can't stop the signal.
+9531,If the world's most powerful computer can cont...
+64807,DeNiro vs Stallone
+12289,The future will be decided.
+11529,Sometimes What You're Looking For Is Right Whe...
+20943,The battle of the sexes is on.
+9099,All he ever wanted was an honest week's pay fo...
+9488,Little Spies. Big Attitudes
+193,Boldly go.
+44865,In Martial Arts there is no right or wrong on...
+55787,Life is the most spectacular show on earth.
+10400,His greatest fight was for justice.
+1957,Everyone has a limit.
+10833,Caution: Dangerous Curves Ahead
+256961,Vegas has a new high roller.
+5852,The deeper you look the more you will find.
+12312,Someone just picked on the wrong nobody.
+622,Every book has a life of its own.
+11306,Not all surgery is intended to cure.
+12508,The story of a wanna be who got to be.
+25793,Life is hard. Life is short. Life is painful. ...
+1091,Man is The Warmest Place to Hide.
+87421,Survival Is His Revenge
+10871,The hunter becomes the hunted.
+13600,Escape is the only option
+68722,Every Man Needs a Guide
+14324,Anything Can Happen When You're In ... Virgin ...
+14325,He changed our country... one yard at a time.
+299687,Protect Your Own
+312221,Your legacy is more than a name
+23168,Welcome to the bank robbery capital of America.
+76494,It's too late to pull out now.
+4944,Intelligence is relative.
+10488,Your adventure starts here.
+96721,Everyone's driven by something.
+334,Things fall down. People look up. And when it ...
+23742,Rock out with your Glock out
+259694,Welcome to the party
+62837,Inspired by the amazing true story of Winter.
+8966,When you can live forever what do you live for?
+8470,Give a father no options and you leave him no ...
+11001,He's A Cop That's Not.
+138832,-If anyone asks.
+2163,It could happen to you.
+36670,Sean Connery is James Bond 007
+23048,Kick some past
+227735,WINTER's amazing true story... now has HOPE.
+2155,The trap is set. The game is on.
+8409,Love changes a man. Revenge tears him apart.
+222936,Sometimes you have to say goodbye before you c...
+31908,From the director of A FEW GOOD MEN comes a co...
+10219,From the director of 'Shine'
+48171,You can only defeat it when you believe.
+782,There is no gene for the human spirit.
+75531,Talent Isn't Everything...
+11802,Houston we have a problem!
+18785,Some guys just can't handle Vegas.
+817,I'm back baby!
+268,Have you ever danced with the devil in the pal...
+943,The magic is back again!
+22881,Based on the extraordinary true story
+10054,Real spies...only smaller
+51540,Ever wish your boss was dead?
+44264,Punishment Comes One Way or Another.
+350,Meet Andy Sachs. A million girls would kill to...
+152,The human adventure is just beginning.
+109431,She's having the time of his life
+1598,There is nothing in the dark that isn't there ...
+8065,They proved the Vegas Blackjack System was bea...
+271718,We All Know One.
+11638,His house. His rules. Some in-laws were made t...
+409,In love there are no boundaries.
+2118,Everything is suspect... Everyone is for sale....
+11459,Saving The World... One Homework Assignment At...
+10806,An out-and-out comedy.
+9348,Our time is up.
+377,If Nancy Doesn't Wake Up Screaming She Won't ...
+8843,Enter The Mind Of A Killer
+9313,For the honor of a king. And the destiny of a ...
+39486,The Impossible True Story
+13920,His courage made them champions.
+50544,Some friends come with a happy ending.
+325133,New neighbors.
+140823,Where her book ended their story began.
+89492,The sort-of sequel to 'Knocked Up'
+22949,Life is Not Child-Proof.
+12437,Every war has a beginning.
+2959,First came love... then came Reverend Frank.
+9957,Get off the bench and get into the game.
+9366,Based on a true story.
+1576,A secret experiment. A deadly virus. A fatal m...
+609,They're here.
+5516,The greatest criminal minds of all time have f...
+13051,When a Man Has Lost Everything. He Only has Re...
+49530,Time Is Power
+34806,Fall in love get married have a baby. Not ne...
+49022,It's a thin line between love and friendship.
+11469,It's only a flesh wound!
+23479,The coach is waiting for his next beer. The pi...
+11667,The fight to save the world is on!
+423,Music was his passion. Survival was his master...
+2447,Her child would change the world.
+10066,Prey. Slay. Display
+2288,If you believe in love at first sight you nev...
+88794,The most powerful man in the world.
+13515,There is evil...On the other side.
+11979,This time there are no interviews.
+169,Silent. Invisible. Invincible. He's in town wi...
+8090,A cyber killer has finally found the perfect a...
+11622,She'd never met anyone like him. He's never me...
+3604,He'll save every one of us!
+9541,He wanted it all...but he got more than he bar...
+94348,Don't Ever Cross Alex Cross
+336004,Never make a bet you can't afford to lose.
+35019,You'll Believe That Pigs Can Fly!
+8836,To find the truth you must believe.
+14442,Get enchanted
+321741,Even Legends Need a Hero
+59965,They stole his life. He's taking it back.
+14175,Some pigeons eat crumbs others make history.
+11004,Undependable. Unpredictable. Unforgettable.
+11918,The greatest Superhero movie of all time! (not...
+98357,Proof Can Be a Powerful Weapon.
+10012,What doesn't kill you makes you stronger.
+49526,Ride Like Hell
+268920,Armed and Sort-of Dangerous.
+9093,Freedom. Country. Honor. Passion. To save his ...
+119283,To get away clean you have to play dirty.
+11823,She's the golden girl. He's the longshot. It's...
+35169,He came. He saw. They conquered.
+118957,Cleanup on aisle 7.
+849,A world light-years beyond your imagination.
+4515,If you don't STAND for something you might FA...
+18886,The only thing they can count on is each other.
+6575,Life made him tough. Love made him strong. Mus...
+6440,You'll never guess what you'll find inside...
+13496,Sometimes the wrong side of the law is the rig...
+18320,Love rules all.
+22787,See Your Last Breath
+8967,Nothing stands still.
+37498,There is no substitute.
+144336,Leave no loose ends
+9616,Every soul has its price.
+13056,Vengeance has a name
+14113,They're going to save the world... as long as ...
+285783,Dream High.
+49478,In a world beyond your imagination a battle fo...
+9726,Everything matures... eventually.
+20763,Powered by imagination.
+9702,An epic story of three brothers. Bound by bloo...
+9311,Some Tracks Should Never Be Uncovered.
+9280,Nothing is more desirable or more deadly than ...
+26843,He was a man of honor in a war without any.
+22267,In a No-man's Land between North and South Yo...
+45958,You don't choose your family. We all belong to...
+1969,Being BAD never looked so GOOD!
+198663,Run - Remember - Survive
+239573,Best business trip ever.
+10436,In a world of tradition. In an age of innocenc...
+1381,Death is the road to awe
+2162,This Fall Action is served on the rocks with...
+127493,Never steal from the world's greatest thief.
+12429,Welcome To A World Where Anything Is Possible.
+228205,Two couples. Two love stories. One epic tale.
+2900,How well do you know the one you love?
+21311,Sometimes the adventure of a lifetime becomes ...
+192136,It is an ideal for which I am prepared to die.
+18254,Not since Gone With The Wind has there been a ...
+10877,This Is Gonna Hurt
+9600,This FBI agent is going undercover... and he's...
+202575,One lost little cat. One magical adventure.
+71469,Survive The Holidays
+85446,One Step Can Change Your World
+326,At 30000 feet snakes aren't the deadliest th...
+10685,Don't go home alone.
+7220,There is no justice there is only revenge.
+9763,Every Dream Has A Beginning
+72387,She has the code. He is the key.
+12596,A comedy about losing control
+1892,The Empire Falls...
+13460,Mankind has an expiration date.
+8055,Behind the mystery lies a truth that will make...
+50647,Leave your baggage behind
+10719,This holiday discover your inner elf.
+9294,Some things in life just can't be explained.
+9647,The spirits will move you in odd and hysterica...
+9353,He's not lean. He's not mean. He's nacho avera...
+55721,Save the date
+109414,Nothing ruins a party like the end of the world.
+10307,The messenger must be silenced.
+11978,History is made by those who break the rules.
+22907,Who's Taking Who?
+87567,It's never too late to start acting like a family
+38322,Momma's got back-up.
+45612,Make Every Second Count
+7305,They survived the impossible...by doing the un...
+3594,First it takes hold of your mind...then it tak...
+11519,Paranoia meets pandemonium.
+59,Tom Stall had the perfect life... until he bec...
+9335,The Best In The Business Is Back In The Game.
+12106,Think you are quick enough?
+11141,Love always has the last word.
+31867,For a price any organ in your body can be rep...
+10253,They've made our world their battleground
+3587,A comedy about losing your heart finding your...
+124459,Abracatastic!
+24662,It's a Jungle Out There!
+182,If war is Hell then what comes after?
+28,This is the end...
+38073,A comedy about meeting each other halfway.
+2054,Of All the Lives He Changed the One That Chan...
+606,Based on a true story.
+698,Outer space now belongs to 007.
+120467,A perfect holiday without leaving home.
+11313,What if one of life's great mysteries moved in...
+6488,Eight legs two fangs and an attitude.
+10559,The future is listening.
+296099,What could go wrong?
+8012,The mob is tough but it’s nothing like show b...
+1574,If You Can't Be Famous Be Infamous
+9032,Nature called. Look who answered.
+2770,This Summer It's All About Sticking Together.
+1637,Get ready for rush hour
+27569,Don't hope for a miracle. Make one.
+10637,History is written by the winners.
+1669,Invisible. Silent. Stolen.
+132363,One quiet voice can ignite a revolution.
+9472,Grab Life By The Ball
+2907,Weird Is Relative
+9273,New animals. New adventures. Same hair.
+9880,She rocks. She rules. She reigns.
+2925,Don't get mad. Get everything.
+807,Seven deadly sins. Seven ways to die.
+17654,You are not welcome here.
+11836,Bigger. Better. More absorbent.
+322,We bury our sins we wash them clean.
+70,Beyond his silence there is a past. Beyond he...
+9535,New York's most powerful gangster is about to ...
+11036,Behind every great love is a great story.
+6557,She's about to find the perfect fit.
+18126,She has the best of both worlds...now she has ...
+16340,Ooo la la! Paris will never be the same!
+10333,A story about the memories that haunt us and ...
+4476,After the Fall from Innocence the Legend begins.
+22947,The story of a man ready to make a connection.
+2755,Schmidt Happens
+82654,Cold body. Warm heart.
+59967,Hunted By Your Future Haunted By Your Past
+9598,A little pig goes a long way.
+82696,Sometimes to keep the magic you need to learn...
+9870,You lose some you get some.
+8292,They came home to bury mom... and her killer
+8780,Would you put your eggs...in this basket?
+9715,When life fell apart love fell into place.
+10521,May the best bride win
+10762,The call of the wild the thrill of adventure....
+10096,For some 13 feels like it was just yesterday....
+227783,Let's Get Nuts!
+4133,Based on a True Story.
+10207,A story of love lost and found.
+172,Adventure and imagination will meet at the fin...
+21972,Think like Mike Achieve like Mike Be Like Mike.
+36593,A Mad Bomber is on the Loose and If Anyone Ca...
+707,Has James Bond finally met his match?
+533,Something bunny is going on...
+6023,His life ended. Now a new one will begin.
+6439,Cheer 'til you're horse!
+4347,Torn apart by betrayal. Separated by war. Boun...
+37056,What if you had a second chance to find true l...
+4105,Their country. Their laws. Their game. His rules.
+76489,Just Say Moe.
+3933,There's been a grave misunderstanding.
+9918,The incredible story of the team that changed ...
+273481,The border is just another line to cross.
+307081,Believe in Hope.
+16871,Christine Brown has a good job a great boyfri...
+293863,Love is timeless.
+41233,Two Worlds. One Dream.
+9266,Three Friends One Passion No Limits.
+1262,Harold Crick isn't ready to go. Period.
+4513,They're Coming!
+22970,If you hear a strange sound outside... have sex
+7278,The Bigger the Hit The Harder They Fall
+9013,This could be the beginning of a beautiful fri...
+865,A game nobody survives. But Schwarzenegger has...
+10776,Don't feed the plants.
+50456,Adapt or die.
+9823,The world was created in six days so too shal...
+59861,Rediscover life and love
+133805,Know her name. Fear her power.
+12763,Never Follow
+9766,One goal. A second chance.
+14034,It takes a thief to nail a crook.
+12244,When our world ended their mission began.
+109421,One pill can change your life.
+11137,Finding your inner princess can be such a roya...
+51162,Oh Pooh.
+10152,The evolution of dumb...
+9452,Brace yourself. This politician is about to te...
+239566,The Funk Don't Quit
+53113,Love What You Have.
+9271,Justice needs a new program.
+4474,Hell hath no fury like a superwoman scorned.
+48340,The only way out is down.
+14846,Have you ever been tempted to look inside his...
+72207,A comedy about the journey between popping the...
+16232,Big league. Big mouth. Big time.
+43539,What if you had 72 hours to save everything yo...
+9920,The blood war is on.
+8978,Unite and fight.
+11702,Kill or be replaced.
+18550,See how they run.
+8869,Do you hate spiders? Do you really hate spider...
+43347,Addicted to one-night stands or dependent on o...
+3489,He has 88 minutes to solve a murder. His own.
+9701,All She Wanted Was To Make A Living. Instead S...
+2122,They missed each other. This time their aim i...
+37707,Science's newest miracle...is a mistake.
+10658,You will believe that a duck can talk.
+13150,Truth. Honor. Loyalty. Family. What are you wi...
+9042,There are places man was never meant to go.
+17813,Is it love... or are they just imagining things?
+11208,Passion never dies.
+58151,You can't run from evil when it lives next door.
+11400,Once discovered it was changed forever.
+10350,An action packed thrill ride!
+28902,You don't have to sleep to dream
+14164,The legend comes to life.
+76640,Not in his town. Not on his watch.
+11058,When a miracle becomes a nightmare evil is born.
+14844,How do you fall in love with the whole world w...
+57089,Not All Fairy Tales Go By the Book.
+1947,Every secret takes on a life of its own.
+46829,First he got married. Then he got married agai...
+146238,The house always wins.
+9989,Truth can be dangerous...Trust can be deadly.
+9665,Their innocence. Their heritage. Their lives.
+311,Crime passion and lust for power - Sergio Leo...
+102362,Blood demands blood
+6016,He doesn't want money. He wants what money can...
+13967,The life of Beatrix Potter is the most enchant...
+2008,the promise
+9053,They're the ultimate fighters. They've got the...
+4512,Beyond the myth lies America's greatest betrayal
+76349,Fall of the Last Empire
+265208,Never bet against a man with a killer hand.
+45610,Hope is the greatest weapon of all
+271331,Every dream has it's own rules
+367961,You need only wish with all of your heart!
+223702,Always use condiments
+254470,We're back pitches
+69,Love is a burning thing.
+4967,If you have to believe in something you may a...
+9449,Little People. Big Trouble. Lots of fun.
+11499,400 million people were waiting for the truth.
+4912,Some things are better left top secret.
+12771,The One Thing That Could Bring Them Together I...
+323676,Watch your assets
+24071,Some towns have all the fun.
+11249,Fear The Second Coming
+9667,Terror has a new name.
+812,Wish granted!
+277216,The Story of N.W.A.
+87,If adventure has a name... it must be Indiana ...
+2043,The game is far from over.
+315664,People may say I couldn't sing but no one can...
+1428,The Time Has Come.
+562,40 Stories. Twelve Terrorists. One Cop.
+15373,They're about to get more than they plea-barga...
+318846,This is a true story.
+26320,A Generation Began In His Backyard.
+14292,If you believe in yourself anything can happen.
+924,When the undead rise civilization will fall.
+2018,His big day is her big problem.
+9428,Family isn’t a word it’s a sentence.
+2832,The secret lies within.
+137093,It's going to be legendary
+699,No one comes close to James Bond 007.
+9778,Sometimes True Love Can Have More Than One Face.
+8831,They killed his wife ten years ago. There's st...
+9398,3% Body Fat. 1% Brain Activity.
+112949,You know it when you find it
+10439,It's just a bunch of Hocus Pocus.
+3638,Life isn't always made to order.
+23483,Shut up. Kick ass.
+62206,A lot can happen in 30 minutes.
+10577,The Most Seductive Evil of All Time Has Now Be...
+218778,One day can change everything.
+4348,A romance ahead of its time.
+78,Man has made his match... now it's his problem.
+11780,Honor made him a man. Courage made him a hero....
+2001,Two brothers on opposite sides of the law. Bey...
+10025,Everything changed in the wink of an eye.
+15198,A Small Town on the Outskirts of Greatness.
+23172,Spying is easy Babysitting is hard
+17834,Anabel made a wish. Murray made a mess
+10016,Terror is the same on any planet.
+10317,May the best campaign win.
+58431,Bloody lovely.
+13092,He's across the pond and out of his depth.
+59859,You Can't Fight Your Destiny.
+254473,Undercover and never Outgunned
+700,James Bond’s all time high.
+4964,Save the due date.
+10024,A tale of life love and letting go.
+13490,Roscoe Jenkins aims for the heartstrings and f...
+15927,"David Lean the Director of ""Doctor Zhivago"" ..."
+1259,One woman's secret is another woman's power. O...
+5125,What if someone you love...just disappeared?
+174,The battle for peace has begun.
+9583,The Secret Is Out.
+9437,Smart Girls. Pretty Girls. Missing Girls.
+525,They'll never get caught. They're on a mission...
+10188,Some friends just fit together.
+63574,Dream a whole lot louder
+245,One ordinary couple. One little white lie.
+9825,You'll never know what bit you.
+186,Wrong Time. Wrong Place. Wrong Number.
+9549,How the future began.
+61891,Was Shakespeare a Fraud?
+34584,A boy who needs a friend finds a world that ne...
+2666,A world where the night never ends.
+12783,Based on the incredible true story.
+13155,An all-new adventure down the yellow brick road.
+42807,Four Brothers. Four Criminals. For The Money.....
+28355,Some cases should  never be opened.
+8080,Who's next?
+5126,doesn't matter where you come from as long as...
+303858,Not every conspiracy is a theory.
+1613,Nice Wheels. Dirty Deals. And One Mean Mother ...
+16617,For seven elite profilers finding a serial ki...
+8944,Admit nothing.
+41488,At the end of World War II many of those invo...
+14560,Safety Never Takes A Holiday.
+10330,Mondays are manic. Wednesdays are wild. And Fr...
+6957,The longer you wait the harder it gets
+1934,Love is the only inspiration.
+169917,Some people are afraid of all the wrong things
+951,Go ahead you tell him you didn't do your home...
+10189,Put this in your pipe and smoke it.
+9454,Desire. Defy. Escape.
+2055,No place to run. No reason to hide.
+1551,Some lines shouldn't be crossed.
+5902,Out of the sky comes the screen's most incredi...
+11460,Fear takes flight.
+9358,Death is like a boomerang. it keeps coming back
+134,They have a plan...but not a clue.
+22894,When the last angel falls the fight for manki...
+134374,Their American dream is bigger than yours.
+1901,He's rich young and handsome. He's in love wi...
+15028,The adventure of a lifetime in a few mere sec...
+11509,Four strangers become friends. Four friends be...
+7445,There are two sides to every family.
+17047,Adventure is an attitude.
+62838,The one night anything is possible.
+2057,This is not a love story - it's a story about ...
+70436,The only one who can stop a serial killer is t...
+8011,Throughout time they have hunted each other fu...
+31640,There is no honour amongst thieves.
+9092,The fairy tale is over.
+2779,Love stings
+316002,Sometimes you nail love. Sometimes it nails you.
+36355,This summer it's finally safe to go back in th...
+238615,God Created Man. Man Created Immortality.
+1985,Love. At any cost.
+615,By his wounds we were healed.
+788,She makes dinner. She does windows. She reads ...
+380,A journey through understanding and fellowship.
+13223,Ever come across somebody you shouldn't have m...
+10523,A life misunderestimated.
+8681,They took his daughter.  He'll take their lives.
+239571,You never forget your first love.
+619,Never let her out of your sight. Never let you...
+424,Whoever saves one life saves the world entire.
+50014,Change begins with a whisper.
+162903,You can't expose the world's secrets without e...
+11024,They came. They saw. They ran.
+208763,The truth is in you
+6466,Evil Will Battle Evil
+254024,Forget the truth find the story.
+12589,He may be small but he's got a big brain!
+7191,Some Thing Has Found Us
+1497,Cowabunga it's the new turtle movie.
+117,What are you prepared to do?
+6977,There are no clean getaways.
+168530,Propose to this cop's sister? Rookie mistake.
+634,Health Warning: Adopting Bridget's lifestyle c...
+392,...and the world is still indulging!
+10327,Bigger. Bolder. Blonder.
+88042,Here come the grandparents.  There go the rules.
+41630,Friendship has its benefits.
+11969,Justice is coming.
+2085,In the city ruled by criminals two families h...
+794,It is the greatest mystery of all because no h...
+9286,This Ride Will Be The Death Of You.
+1265,Close your eyes but keep your mind wide open.
+866,Where will your imagination take you?
+175555,This Little Fool Thinks She's Getting A Damn Pony
+75174,Live or Die on This Day
+11096,Come out come out whatever you are.
+8699,They bring you the news so you don't have to g...
+769,Three Decades of Life in the Mafia.
+10923,Save the world. Get the girl. Pass math.
+11283,You'll Learn To Love Her. Warts And All.
+111,The world is yours...
+11676,When the odds are against you sometimes the o...
+746,He was the Lord of Ten Thousand Years the abs...
+77866,What would you hide to protect your family?
+9416,This ain't no buddy movie.
+7345,There Will Be Greed. There Will Be Vengeance.
+14317,You don't need extraordinary powers to do extr...
+20694,The Family Vacation Goes Overboard
+12277,He's All Action
+9779,Laugh. Cry. Share the pants.
+2140,Kiss Fear Goodbye
+12620,For the girls of ZETA house college life was n...
+14177,A Cut Above
+198185,Sometimes to win sometimes you have to change...
+227156,Search for truth. Find freedom.
+10735,Trying to fit in. Born to stand out.
+11351,He can taste your fear.
+10030,He has to break his curse before she breaks hi...
+10623,Mortal enemies make dangerous friends.
+590,The time to hide is over. The time to regret i...
+9655,If you wanna chase your dream sometimes you g...
+1268,Disaster has a passport.
+190955,Crime runs in the family.
+5123,An incredible journey moving at the speed of s...
+4518,Declared illegitimate aged 3. Tried for treaso...
+11932,Chucky Gets Lucky.
+11165,The incredible attack on Pearl Harbor.
+6116,You say you want a revolution?
+57431,Worst. Babysitter. Ever.
+278,Fear can hold you prisoner. Hope can set you f...
+9290,He heard there was wildlife in L.A. He didn't ...
+11543,You wouldn't want to meet these pinheads in an...
+284536,The only way out is all in
+152737,Misery loves family
+8976,There's nothing better than a great romance......
+319888,Win or lose always aim high
+9469,The father the son and the holy game.
+1909,The story of the man who thought he was the gr...
+22971,Love brought them together. Will fate tear the...
+34813,Anyone Else Would Be Dead By Now.
+46261,Fear is never just make believe
+10431,Vengeance is the ultimate weapon.
+9352,No actual Europeans were harmed in the making ...
+18147,No plane no parents no problem!
+18975,A new angle on the classic tale... And that's ...
+15487,Based on a True Story
+22825,All you have to do is push the button.
+11152,Terror has evolved.
+1831,Best Friends Make The Best Mistakes
+43931,Only One Has The Power To Save Their Souls
+10591,Matt never saw her coming... but all his frien...
+10861,The Other Side of Safety.
+12770,Their intentions were honorable. Their methods...
+276907,Love fight live rule like a legend.
+10074,Smack destiny in the face.
+65055,Terror runs deep.
+200505,The greatest victories don't always happen on ...
+11954,In the blink of an eye the terror begins.
+60309,One bullet killed the President. But not one man.
+9787,They never thought they'd be famous but they ...
+293646,Hope Runs Deep
+6978,Adventure doesn't come any bigger!
+59440,Fight for Family
+1770,Ireland 1916. His Dreams Inspired Hope. His W...
+8988,The bravest place to stand is by each other's ...
+15992,Watch who you leave behind.
+17707,Their graduation present was a trip to paradis...
+77883,Fear The Demon That Doesn't Fear God
+40001,The story of a girl who is going from filthy t...
+64639,Everyone Has A Breaking Point
+9903,Never let the truth get in the way of a good s...
+21338,A cop who enforces his own brand of justice.
+20766,In a moment the world changed forever.
+9067,In 2033 justice rides a tank and wears lip gl...
+168705,Revenge never tasted so sweet.
+72113,A new comedy of no manners
+94352,Experience a Journey Like Never Before
+22256,PRE. The way he competed. The way he lived his...
+12404,If you want to discover life learn from the ma...
+152742,A Master of Possession. A Crime of Obsession
+11699,The only criminal he can't catch is himself.
+49953,He's Turtly Amazing
+48034,The one thing friends can't escape is a few ho...
+39845,When It Comes To Love... Everyone Pays A Price.
+109091,Sin Is A Choice.
+38543,Heavy metal goes medieval.
+290864,Kung Fu is a Skill for Killing
+242166,Go Rogue
+859,Lust. Seduction. Revenge. The Game As You've N...
+83770,The best teacher is experience.
+168,The key to saving the future can only be found...
+1246,It ain't over 'til it's over.
+4233,Someone has taken their love of sequels one st...
+2069,In the heart of suburbia a hit man with heart...
+11635,All the fun of college none of the education.
+177,A Modern Day Tale About The Search For Love S...
+3600,Someone is dying for a second chance.
+2621,A comedy straight from the heart
+10358,What would you do to get out of debt?
+10480,She's chasing a dream... they're chasing her.
+10313,No goats. No glory.
+18828,One big shot. One big mouth. The switch is on.
+3558,The crazy thing is you're not crazy.
+13476,In every love story there's only room for one...
+10208,Space. It's not as deep as you think.
+24961,From the book that's an American tradition… fr...
+20697,They're headed to the big time...face first.
+70868,If it were easy men would do it too.
+43593,There's something in the water.
+6478,In the era of cool Bobby Darin was the soundt...
+40688,Fish out of water...Surfers in Yellowstone
+41283,Slow Justice is no Justice
+4935,The two lived there
+19908,This place is so dead
+10663,You can mess with him. But don't mess with his...
+1891,The Adventure Continues...
+9737,Whatcha gonna do?
+37137,If you see only one movie this year...you ough...
+9532,No accidents. No coincidences. No escapes. You...
+10316,Ambition seduces. Power corrupts.
+2787,Don't be afraid of the dark. Be afraid of what...
+12658,The story about the one that got away and the ...
+152601,A Spike Jonze Love Story
+10866,It was just a joke just for fun.
+227707,The new name for adventure.
+21349,A story of a mother who knows best... and a da...
+70435,They left her no choice.
+580,This time it’s personal.
+9819,A story about the years that keep us apart... ...
+2453,When the going gets tough... the tough take th...
+6973,Sometimes finding the truth is easier than fac...
+11156,Before she was France's famous mademoiselle...
+11632,On September 1st a heroine will rise.
+30596,To save a nations future they must protect on...
+3021,The only demons in room 1408 are those within ...
+957,May the schwartz be with you
+256917,To honour a promise. To find his sons. To make...
+251,A love that will last forever.
+544,Love Is In The Hair.
+11395,What if your dad was Santa Claus?
+14635,Sometimes dreams come back to life.
+13680,Half his size twice the trouble ... and she's...
+688,The path of Francesca Johnson's future seems d...
+11090,He wasn't much of a man... Now he's not much o...
+783,His triumph changed the world forever.
+228194,Life's greatest journey begins with the first ...
+1642,No driver's license no credit cards no passp...
+10950,love is all you need
+235260,Their Empire. His Kingdom.
+277,Underworld
+8999,He never saw it coming.
+11323,Based on a tattle-tale.
+11453,For the women of Europe... The price of love j...
+146239,You're never quite ready for what life delivers.
+205588,Who Can You Trust With The Truth?
+10878,They swore nothing would come between them. Th...
+82650,School's Out for the summer
+10279,No one is safe from son of sam
+2294,Hollywood had it coming
+2176,The glass is about to be shattered...
+270487,Lights. Camera. Abduction.
+19366,They were three small time girls with big tim...
+204082,How far would you go to protect your home?
+24100,They're not just best friends they're blood b...
+1599,An existential comedy
+5550,He's back to lay down the law.
+30379,In The Beginning The End Had A Name.
+42586,She gave away secrets to one side and her hear...
+17709,From the creator of 'George of the Jungle' com...
+287948,He Delivers.
+7548,He didn't resist temptation. He pursued it.
+9075,To fight the enemy she must become one of them.
+11661,France 1914. A moment of humanity that made hi...
+109513,A Comedy That Never Takes Its Foot Off The Gas
+204922,Who do you trust?
+38985,WANTED. Four men willing to drive a cargo of d...
+44113,Some People Tell Lies. Others Live Them.
+164457,Sometimes your battles choose you.
+4566,The truth can be adjusted
+17795,A comedy about life liberty and the pursuit o...
+1073,Your Paranoia Is Real.
+153158,There's only one team this summer.
+10724,...the most devastating killing machine ever b...
+9473,UH-OH.
+2196,From director Frank Oz comes the story of a fa...
+1499,The Turtles Are Back....In Time.
+20857,The most important thing in life is showing up
+82693,Watch For The Signs
+1646,Their story. Their world. Their future.
+44944,Many voices. One poem.
+4108,Rules are made to be broken.
+8456,Win or lose... Everyone has their fight.
+7341,Looks Can Kill
+10187,One ordinary guy is giving the candidates a re...
+49517,How do you find an enemy who is hidden right b...
+44857,Innocence is bliss. See the world through her.
+50780,He's here to save Walter's life.
+16363,With Burt and Dolly this much fun just couldn'...
+1946,Play it. Live it. Kill for it.
+85,Indiana Jones - the new hero from the creators...
+772,He's up past his bedtime in the city that neve...
+840,We are not alone.
+9682,You are now infected.
+10678,Everything he needed to know about life she l...
+274,To enter the mind of a killer she must challen...
+8872,You'll laugh. You'll cry. You'll hurl.
+16290,Don't try this at home
+579,Just when you thought it was safe to go back i...
+14405,50% Warrior. 50% Lover. 100% Chihuahua.
+138843,Based on the true case files of the Warrens
+11637,24 hours. 350 miles. His girlfriend's kids. Wh...
+226486,She hit the road. The road hit back.
+1584,He just landed the gig of his life: 5th grade.
+9312,Nothing In This World Has Prepared You For This.
+12153,They're going deep undercover.
+65057,The South Pacific ain't that terrific.
+8326,Some secrets are too big to keep hidden.
+35690,A story about family first love second chanc...
+76203,The extraordinary true story of Solomon Northup
+13497,Half time is game time
+35688,Marriage is an institution they're committed to.
+162,His scars run deep.
+296096,#LiveBoldly
+103370,Believe it or not they know too much.
+1051,There are no rules and no holds barred when Po...
+376659,Party like a mother.
+10073,An Unprotected Comedy
+16690,The Classic Continues
+273895,One dream can change the world.
+14873,Feel the jungle beat
+8968,You thought it was just a story.
+9963,Reality is only a nightmare away
+21208,Can you keep a secret?
+272878,Best Friend. Hero. Marine.
+9760,We know it's big. We measured.
+314365,Break the story. Break the silence.
+13279,What Could Be Safer Than Living Next to a Cop?
+1975,What Was Once Trapped Will Now Be Unleashed
+33644,Sometimes you have to break the rules to free ...
+1649,Once... they made history. Now... they are his...
+9895,Elections are made to be broken.
+9570,A journey that begins where everything ends!
+16052,Discover the true story of one of America's br...
+40264,Some sagas just won't die.
+1164,If You Want to be Understood...Listen
+239678,Welcome Home. Get Uncomfortable.
+14359,There is no evidence. There are no witnesses. ...
+3989,Putting The 'F' back in 'Freedom'
+76617,Evil wears many faces.
+1710,One man is copying the most notorious killers ...
+4258,Evil is coming. Bring protection.
+20391,Stake Your Claim To The Musical Goldmine of '69!
+10139,Never Blend In.
+335778,Witness the manhunt that changed the course of...
+9645,Sea Evil
+55465,Christmas comes prematurely.
+617,They're dying to play with you.
+19904,Daddy's home.
+48289,Every secret comes with a price.
+243,A comedy about fear of commitment hating your...
+6933,What will it sound like when you die?
+17182,What do you do when justice fails?
+38,You can erase someone from your mind. Getting ...
+38303,What doesn't kill you... is going to marry you...
+1266,Their city. Their rules. No prisoners.
+107985,Good food. Fine ales. Total Annihilation.
+14043,Small Town Girl. Big Time Adventure.
+19901,In 2019 The Most Precious Natural Resource......
+34016,When she's this hot You get one shot.
+59860,She's having the time of someone else's life.
+10069,You die in the game - you die for real.
+9588,There's a price on his head. A girl on his min...
+12819,A Pawsome 3D Adventure
+9954,Only the power of Hell can help them.
+10115,The world of competitive gymnastics is about t...
+25132,Not So TALL Tales From The Director Of 'Spy Kids'
+577,All she wanted was a little attention.
+328387,Are you a watcher or a player?
+12690,Feelings get you killed.
+9945,From the Master of Evil. Comes a New Breed of ...
+539,The master of suspense moves his cameras into ...
+13596,It's funny what love can make you do...
+226857,Say Goodbye to Innocence
+13159,In this family attitude doesn't skip a genera...
+47941,Who knew so many little people would throw suc...
+526,No force in Heaven will release them. No power...
+22796,Destiny has big plans for little Simon Birch.
+2355,Let in the unexpected.
+5915,Into the heart. Into the soul.
+9842,Life's A Game. Learn How To Play.
+61012,This Halloween prepare for a 3D ride through h...
+755,One night is all that stands between them and ...
+13682,There's something new in the Hundred Acre Wood.
+9089,We'll do it every year..until we get it right
+9470,So many gangsters...so little time.
+18357,It's A Bear Getting The Family Together!
+7979,There is a way to be good again.
+470,How much does life weigh?
+15644,One good shot deserves another.
+9582,Boy meets girl. Boy meets girl's cousin.
+10642,Dare to be different.
+22074,Ask not what your C.E.O. can do for you but w...
+290751,The truth lies in the most unexpected places.
+13805,Your favorite movies are going to be destroyed.
+4597,Who will be the last man standing?
+9414,He’s on a mission so secret even he doesn’t k...
+63492,Ally's looking for the best ex of her life.
+81796,Take no prisoners.
+10710,Success didn’t go to his head it went to his ...
+15092,Stay Charged Stay Alive!
+15005,Feel The Touch Of Destiny
+6963,Dave Spritz is about to take his best shot . ....
+15070,Two Enemies ... The Mob ... The Ultimate Showd...
+12797,He sees dead people... and they annoy him.
+17134,Survive all 12
+41402,Innocence dies. Abby doesn't.
+18885,Colt Rocky and Tum Tum are back for bigger ki...
+4953,You name it we shoot it.
+146198,The Code on the Street is Never Black & White
+2639,Harry Block has written a best seller... bout ...
+10563,All's fair in the war of love.
+295964,Never underestimate a man with everything to l...
+5971,Escaped convicts disguised as priests. It'll t...
+11835,Protect what's yours.
+26171,Frank's travelling light but carrying excess b...
+31117,Meet the new generation of superheroes.
+9074,One guy walks the walk. The other talks and ta...
+15673,When you follow your dream there's no telling...
+42618,Love is what it's all about!
+171274,Under the paving stones the beach!
+24432,Things are about to get hairy.
+109417,The World is watching
+13948,Laugh like you're country depends on it.
+106747,Trained to kill. Left for dead. Back for more.
+10929,When the cat's away the rats will play.
+14220,This ain't March of the Penguins.
+46435,Gilbert & Sullivan & So Much More
+256962,Believe the impossible.
+48231,Why deny what you desire the most.
+3509,Everything Is Not Going To Be OK
+82684,Legends Start Somewhere
+12142,Can mankind defeat the army of darkness unleas...
+23367,Band Together
+10740,Be careful what you wish for.
+241239,The result is never in question. Just the path...
+14914,Corporations have time money and power on th...
+3902,All I Can Do Is Be Me Whoever That Is
+77948,Be careful who you trust.
+21755,They'd never let the truth come between them.
+128,The Fate Of The World Rests On The Courage Of ...
+40932,The Musical Comedy Smash of the 80's!
+16608,This land will be civilized.
+334531,Hope never quits
+32316,Uptown Gets Down.
+7299,In a future where freedom is outlawed outlaws...
+13405,War made them orphans one man made them legends
+19457,He's the target of the most merciless family i...
+8953,He will save the future.
+46503,The perfect love story. Until it became the pe...
+13688,It's out of this world.
+10353,They come back!
+43935,No pulse? No problem
+241257,Fear always finds its victim
+13250,Lives will be broken
+133931,Airborne to be wild.
+184341,No más. No surrender.
+334074,His Next Target is Now Hunting Him
+199373,The hunter becomes the hunted
+14202,Sometimes the greatest journey is the distance...
+581,Inside everyone is a frontier waiting to be di...
+52449,She doesn't give an F.
+12150,Deception is dangerous. Desire is deadly.
+11247,Once upon a time... can happen any time.
+4232,Someone has taken their love of scary movies o...
+9378,There are ghosts around us all the time. Most ...
+694,A masterpiece of modern horror.
+105,He's the only kid ever to get into trouble bef...
+11377,Evil loves to party.
+385383,One way in. No way out.
+41210,The most unexpected comedy ever conceived.
+12090,Welcome to the honeymoon from hell.
+62630,The 80's were brilliant if you were in charge.
+16110,Little Engines CAN Do Big Things...
+29427,Fear Thy Neighbor
+129,The tunnel led Chihiro to a mysterious town...
+2669,After 200 years the truth behind the legend.
+203833,Courage beyond words.
+13523,He's leaving virgin territory
+25195,Anna planned to propose to her boyfriend on Fe...
+17277,The Most Magnificent Re-Creation . . . Of An A...
+50725,Best. Night. Ever.
+82631,If you can't beat the system... change it
+73191,The joy of the New York City Ballet in an exci...
+22479,Kansas City 1934. Anything could happen here....
+340611,Based on the novel by Philip Roth.
+10065,What happened over the next 28 days has never ...
+2757,From the creator of Being John Malkovich come...
+11683,The dead shall inherit the Earth.
+1878,Buy the ticket take the ride.
+23082,In a world where everyone can only tell the tr...
+195589,Family vs. Frat
+854,From zero to hero.
+2280,You're Only Young Once But For Josh It Might J...
+496,Come to Kazakhstan it's nice!
+8835,Don't judge a book by its hair color!
+157,A dying planet. A fight for life.
+8643,What happened to Emily?
+10402,He charges $10 but he’s willing to negotiate.
+218043,The End Begins
+9043,Feel The Love
+21301,Let your hair down
+10147,He doesn't care if you're naughty or nice.
+816,If he were any cooler he'd still be frozen b...
+302688,People change. Greeks don't.
+60307,Welcome to the next grade
+106,If it bleeds we can kill it...
+279,...Everything you've heard is true
+8617,A Night To Die For.
+10625,Welcome to girl world.
+10934,Life offers you a thousand chances ... all you...
+5279,Tea at four. Dinner at eight. Murder at midnight.
+10013,Knowing what you know now what would you do d...
+194662,or (The Unexpected Virtue of Ignorance)
+160588,Blue Moon. I used to know the words. Now they'...
+9829,September 11 2001. Four planes were hijacked....
+10028,Her dream. Her terms
+10535,All the action. All the women. Half the intell...
+790,Lock your doors. Bolt your windows. There's so...
+43959,When you come back from a loss beat the odds...
+16991,Right now the world needs a hero.
+9610,The most powerful legend of all is back in a n...
+25643,Sometimes when you least expect it...
+11904,Before a lifetime of adventure they lived the...
+44115,There is no force more powerful than the will ...
+10569,They took a bite out of crime
+10560,Life doesn't hold tryouts.
+333348,Christmas means comfort joy and chaos.
+20483,They're on a mission without permission.
+11457,Seen from a distance it's perfect.
+321697,Can a great man be a good man?
+19840,Popularity is nice. Popular girls are not.
+22327,"Every ""Revolution"" Needs A Leader"
+38665,The untold story of the man behind the mask a...
+2575,In a place this treacherous what a good spy n...
+11644,Murder has a sound all of its own!
+146227,Get in. Get out. Getaway.
+68924,It was 1973 and the climate was changing.
+22102,When the going gets tough the tough go shopping!
+18701,Passion. Obsession. Revenge. Prepare for the p...
+10068,They Broke Every Rule
+848,In the Dark Ages Magic was a weapon. Love was...
+36811,Intoxicating. Infuriating. Impossible. Love.
+522,When it came to making bad movies Ed Wood was...
+12246,Greatness comes to those who take it.
+13809,A story of sex thugs and rock 'n roll.
+27380,Deeds not Words
+33870,最后的舞者
+245703,He's not like us.
+10739,In any relationship one person always does the...
+127560,Revenge is never a straight line.
+10017,He's not from around here...
+11468,If you're looking for the truth you've come t...
+193613,Experience Metallica like never before
+17436,Greed is good. Sex is easy. Youth is forever.
+43434,The man who hijacked the world
+69848,One man's hero is another man's traitor.
+8408,The darkest day of horror the world has ever k...
+332411,I lay my vengeance upon them.
+9389,Paris 2054. Live forever or die trying
+9626,A woman and a warrior that became a legend.
+75638,How much do you want to believe?
+8363,Come and Get Some!
+290555,Unleash the beast
+8328,It's not where you're from. It's where you're at.
+10982,Armed And Dangerously Dumb.
+205,When the world closed its eyes he opened his ...
+1620,Assassin 47
+175541,The Musical Event of the Holiday Season
+241254,Mercy is for the Weak
+1933,Sooner or later she'll see them then everythi...
+679,This Time It's War
+11113,The loverliest motion picture of them all!
+3597,If you're going to bury the truth make sure i...
+193893,Fake Cops. Real Trouble.
+9675,In search of wine. In search of women. In sear...
+9988,Prepare for the ultimate chug of war.
+948,The Night He Came Home
+21765,Rover is about to take over.
+146304,Times change. Friendship doesn't.
+7516,Nobody gets away clean.
+41439,The Traps Come Alive
+2752,Easier said than done.
+9429,Score!
+38117,Love is never ugly.
+9792,The lucky ones die first.
+13778,50 million people used to watch him on TV. Now...
+228203,Champions Can Come From Anywhere.
+41382,Winning is Just the Beginning Surviving is Ano...
+13960,A New American Story
+114150,Get pitch slapped.
+26602,Are you game?
+10223,Sometimes good people do evil things.
+16028,Are you afraid of the dark? You should be.
+16112,The Good The Bad and The Stinky.
+26390,This is War. This is Brooklyn.
+27759,A handful of men and women held out against th...
+109428,The most terrifying film you will ever experie...
+23049,The most fun you can have without a passport.
+9310,Imagine a country where more people vote for a...
+11411,Nuclear Power. In the best hands it is danger...
+7304,Every bullet leaves a trail.
+58048,A romantic adventure for the dangerous at heart.
+1491,Nothing Is What It Seems.
+2989,No animals were harmed in the making of this m...
+10629,Why would anyone want to kill Veronica Guerin?
+255343,Welcome to the family
+4723,Have a nice apocalypse.
+10800,Dragon hunting isn't a fairy tale
+79694,Once You Believe You Die
+4032,When your Dad's an undertaker your Mom's in h...
+18615,A love story.
+10673,Every dream has a price.
+4584,Lose your heart and come to your senses.
+2977,Her own life is her greatest inspiration.
+10760,Freshman year is no fairytale
+11093,Some dreams can't be shared.
+207,He was their inspiration. He made their lives ...
+8467,What the one doesn't have the other is missing.
+639,Can two friends sleep together and still love ...
+24226,The doctors want to settle the Church wants t...
+9285,The greatest college tradition of all.
+14709,It takes a hero to know what's worth winning.
+74643,A Breath Of Fresh Vintage Air
+13788,Evil will do anything to live.
+83666,A tormenting and surprising story of children ...
+10781,What you know about fear... doesn't even come ...
+318850,Before he was the savior he was a child.
+13908,He can get into any disguise... getting out is...
+1417,What happens when make-believe believes it's r...
+39180,The Smart One Isn't Wearing Any Pants.
+16161,Just a Baby Boy.
+49950,2000 colleges. 8 million roommates. Which one...
+10956,He Came. He Cleaned. He Conquered.
+9594,Two brothers separated by the violence. Now to...
+4638,Big cops. Small town. Moderate violence.
+5038,Life is the ultimate work of art
+13491,A Knight in the Holy Land. A Woman in the Froz...
+10571,Warning: Sex Changes Everything
+19994,She's evil... and not just high school evil.
+25166,The death of Mona Dearly wasn't so much a whod...
+23169,Live in the moments.
+17403,Rule #1 There are no rules.
+12120,Man's closest encounter.
+9800,No one would take on his case... until one man...
+1090,Question reality. You can go there even though...
+18475,This summer get your grill on!
+40160,There's No Place On Earth To Hide!
+18074,Six littles souls in search of a little harmony.
+9689,It's going to be a shot in the dark!
+9781,Kiss The Rules Goodbye.
+8009,There can be only one.
+3877,Hope comes with letting go.
+8854,Heroes don't come any bigger.
+68727,Don't be a hero.
+12657,Announcing the arrival of the first airline wi...
+12410,Anything that makes people happy can't be bad ...
+73935,Dating Sucks
+28178,A true story of faith devotion and undying love.
+38717,A town's future is riding with one man.
+18777,The truth is just a trick of light.
+2110,For those who take their action raw.
+9035,Horror Has A New Face
+90,The Heat Is On!
+771,A Family Comedy Without the Family.
+12154,They changed her diapers. She changed their li...
+9576,What do you get when you cross a hopelessly st...
+744,Up there with the best of the best.
+146,A timeless story of strength secrets and two ...
+14,Look closer.
+45269,Find your voice.
+9493,Only their mother can tell them apart.
+873,It's about life. It's about love. It's about us.
+205596,The true enigma was the man who cracked the code.
+16769,She was married at 13. She had four kids by th...
+33217,It's not a diary it's a movie.
+132232,A Mother's Love is Forever
+11153,Every summer Chevy Chase takes his family on a...
+208134,Real people. Real reactions. Real messed up.
+1165,Our Leaders. Ourselves.
+4011,He's guaranteed to put some life in your after...
+17202,Because we complete each other's sentences.
+9587,The story that has lived in our hearts for gen...
+65086,What did they see?
+10053,Whatever You Do Don't Answer The Phone.
+11870,The truth is never overrated
+11778,One of the most important and powerful films o...
+586,A comedy about truth justice and other specia...
+18736,The only risk in taking an adventure is not ta...
+134411,How far would you go to save your son?
+287903,You don't want to be on his list.
+9276,Take me to your teacher.
+15765,Who needs a heart when a heart can be broken?
+2142,No One Is Above The Law.
+11397,They served you Breakfast. They gave you Pie. ...
+77016,Every moment of your life they stand watch
+11478,Getting in is easy. Getting out is a killer.
+266856,His Mind Changed Our World. Her Love Changed His.
+10564,Laughter is harder... Friendship is stronger.....
+24150,Family Is Forever
+18405,If someone hurt someone you love how far woul...
+6961,Love doesn't come cheap.
+11442,Evil finds its way home
+2493,It's as real as the feelings you feel.
+14047,When the nation was in need he inspired them ...
+64690,There are no clean getaways.
+11132,She's making a scene over everything.
+17127,Sometimes The Most Desirable Relationship Is T...
+1562,When days turn to weeks... the horror returns.
+232679,Its Not How Hard You Fall Its How You Get Bac...
+17880,Discover what happens when you go looking for ...
+14736,All's fair in love and basketball.
+9434,Even a hit man deserves a second shot.
+23706,A Comedy That Clings
+11531,Evil Doesn't Die.
+9100,Welcome to the witching hour.
+116,Passion Temptation Obsession
+38843,A Little Sister Goes A Long Way.
+1245,Diamond in the Rough
+4995,The life of a dreamer the days of a business...
+10413,When the law can't protect the innocent  the ...
+9793,Help isn't coming.
+12212,Legends Never Die.
+13768,If you could choose to live forever would you?
+8975,War is Fine But The Fight Continues
+342521,Kitten please.
+45272,It doesn't matter where you've been as long as...
+9424,In Cradle Bay it doesn’t matter if you’re not ...
+97367,If you ride like lightning you're gonna crash ...
+254904,A spy is never out of the game.
+18681,Obsession is in the eye of the beholder.
+12162,You'll know when you're in it.
+11495,Will she have the power... to survive?
+64689,In America you're on your own.
+13166,A touching story of a young man who desperatel...
+37003,Hear See Experience
+12211,It will take two immortals to defeat the ultim...
+51828,Twenty years. Two people.
+22798,Be Your Own Hero
+7501,If they don't finish the job their fathers wi...
+10743,It's not about the money. It's about the money.
+37718,In Goddess we trust.
+9686,One city three stories tall.
+97430,You can't spell Kung Fu without F and U!
+12257,A long shot romance in a short order world.
+68,It's only a state of mind.
+14024,Don't Hold Back ...Don't Give Up.
+115,Times like these call for a Big Lebowski.
+7874,To save his soul he must save hers.
+4911,1992 L.A is at boiling point. One cop's turni...
+1988,One woman dared to keep hope alive
+16222,How low will they go to get the girls of their...
+9557,... once you're on you'll want to get off...
+9026,Everybody Loves Ernest... But Nobody's Quite S...
+57943,A letter from the past would change their futu...
+18276,It's time to stand up for the little guys.
+8321,Shoot first. Sightsee later.
+10186,Opportunity rocks.
+25704,A Pre-Life Crisis.
+133694,What's your price?
+19265,A new comedy
+36047,What would you do to get in?
+8053,Nobody is beyond redemption.
+2290,When all hope was lost he invented it.
+5236,SeX. MurdEr. MyStery. Welcome to the party.
+6552,The touching story of a boy and his right hand.
+1018,An actress longing to be a star. A woman searc...
+10075,The hunt never tasted so sweet.
+42188,These students have everything they need. Exce...
+6687,You can't escape your lies.
+13853,At The Dawn Of Mankind A Woman Led The Way.
+8461,Let the games begin...
+331592,Hide your thoughts.
+19,There can be no understanding between the hand...
+10045,Welcome to District B13. Welcome to the future
+400,Protect. Love. Honor. Avenge.
+9104,War is hell... but peace is f*#!%!! boring.
+16353,Warrior. Conqueror. Legend.
+23759,History is written in blood
+24206,The Terms are Clear. Kill or be Killed.
+10185,The most terrifying ride you'll ever take
+75033,Her courage inspired a nation.
+74536,Serve. Protect. Lie.
+13501,Dreaming is believing.
+172391,Half a zebra a whole lot of adventure!
+262543,Your time is coming to an end – Ours is now be...
+20083,They destroyed his life... Now he'll destroy t...
+137,He's having the worst day of his life... over...
+264999,Back to the grind.
+454,My only love sprung from my only hate.
+288980,John Newton's Amazing Grace
+33,Some legends will never be forgotten. Some wro...
+1951,Liberation. Whether They Want It Or Not.
+12405,What does it take to find a lost love? A. Mone...
+10998,A look that led to an evening. A mistake he'll...
+114,Who knew it was so much fun to be a hooker?
+9396,The world's favourite adventurer is back for m...
+2604,A story of innocence lost and courage found.
+864,One dream. Four Jamaicans. Twenty below zero.
+14435,He's gonna break your heart.
+1931,He will challenge their traditions. Their trad...
+691,It's the BIGGEST. It's the BEST. It's BOND. An...
+9877,It Happened To Someone Who Knows Someone You K...
+62008,Wesley Deeds is About to Discover the Person H...
+12227,Where civilization ends their journey begins.
+13824,Dare to dream.
+71688,Never Compromise
+15173,Fresh Fish. Mixed Vegetables.
+8291,A Street Romance.
+13950,Money can make people do funny things.
+12158,A comic tale of horror and seduction.
+11586,It's four years later... what does she remember?
+10008,Possession Knows No Bounds
+12403,Welcome to paradise. Enter at your own risk.
+34563,To have and to hold... 'Til dads do us part.
+10280,Let the curse fit the crime.
+14434,In marriage no one can hear you scream.
+11470,Evil has an upgrade.
+10741,He saw wrong and tried to right it. He saw suf...
+24940,Unleash your inner model.
+82679,Some people just can't handle Halloween.
+2013,Let your imagination set you free
+18041,It can turn you on or turn on you.
+28029,It was the summer of Woodstock... when she bec...
+1123,The spark that ignites us unites us.
+87729,A powerful man torn between his love for one w...
+16899,Let's Misbehave!
+9045,Two Men   Two Worlds   One Cause
+23988,The most feared monsters in cinematic history ...
+43949,You never forget your first love.
+142,Love is a force of nature.
+9603,Sex. Clothes. Popularity. Is there a problem h...
+10712,It's time to stop hiding from the truth.
+243938,The Laws of Space and Time are About to be Vio...
+10876,There are no bad words... only bad deeds.
+86838,They Won't Take Any Shih Tzu.
+613,April 1945 a nation awaits its...Downfall
+1913,Sensitive Drama About a Polemic Theme
+97370,A mysterious seductress preys upon the populat...
+801,Time to rock it from the Delta to the DMZ!
+54518,Find out what's possible if you never give up.
+44214,In the era of personal branding the scariest ...
+240,I don't feel I have to wipe everybody out Tom...
+9816,The Only Person You Need To Be Is Yourself.
+10131,Terror beyond your wildest dreams.
+339984,How do we explain the impossible?
+8859,After a night they can't remember comes a day...
+11967,Six reasons why the west was wild.
+239563,Love Thy Neighbor
+222899,It's about compromise. It's about love. It's a...
+4951,How do I loathe thee? Let me count the ways.
+10985,A zero will rise.
+9644,See it before they make the sequel!
+332567,What was once in the deep is now in the shallows.
+1954,Such minor changes such huge consequences.
+15489,Roads closed. Schools shut. Rules were made to...
+15250,You can't exchange family.
+22345,Think innocent. Think helpless. Think again. N...
+9448,Nothing's more dangerous than some nice guys.....
+38223,On your case!
+11186,Look out Jack! Chucky's back!
+136835,First he gets into your house. Then he gets in...
+5876,Belief divides them mystery surrounds them b...
+264660,There is nothing more human than the will to s...
+492,Ever wanted to be someone else? Now you can.
+238603,No one will ever believe our story.
+10691,When it's real. When it's right. Don't let any...
+1251,The battle of Iwo Jima seen through the eyes o...
+58680,It's Woo's world.. we're just living in it.
+264644,Love knows no boundaries
+14577,Revenge is a dish best served DIRTY.
+11592,Every Mom Wants to Be Wanted But Not For Murd...
+16406,The unmaking of the president
+3682,You've never been anywhere until you've been here
+9683,Life is an adventure. Don't blow it.
+107811,Finally.
+2266,Fall in love with Paris 18 times.
+144340,Let someone in.
+28211,If the one you love was lying to you how far ...
+47502,A comedy about a wife her husband and his hit...
+84892,We are infinite.
+24227,You have the right to remain silent... permane...
+9672,There's more to the story than you know
+44853,Everything has a price.
+157544,For 2000 years the Vatican has recorded evide...
+59678,Inner City vs. Outer Space
+79777,Love can change what we want… war can change w...
+158011,There are 188 million 911 calls a year. This o...
+407887,The Odds Were 5000 to 1 … One was all They Nee...
+17043,His First Big-Screen Adventure!
+8952,The Conman who wouldn't go straight.
+13435,Antwone Fisher is at war... with himself.
+17187,In everyone's life there's that one person who...
+319,Stealing Cheating Killing. Who said romance ...
+59457,What are the consequences of giving birth to y...
+9504,Lie. Cheat. Steal. All in a day’s work.
+37414,Nobody See's It Coming
+6217,They are something more than lovers who are ab...
+26688,The Sisters of Theta Pi Are Dying To Keep a Se...
+43867,The most thrilling swordfight ever filmed...
+6615,The search for true love begins outside the box.
+14574,Lines may divide us but hope will unite us.
+16,You don't need eyes to see.
+39780,They dared to play the game of love faith an...
+21612,One family one murder too many lies.
+36691,Ben loves his family almost as much as he love...
+23631,He was given an offer he couldn't refuse...
+45324,Honor. Integrity. Principles. Everything is ne...
+12144,A new adventure is born.
+56601,Dream for the fences.
+9552,Something almost beyond comprehension is happe...
+578,Don't go in the water.
+2105,There's nothing like your first piece.
+126319,Bonnie and Clyde Sid and Nancy...
+10136,Eddie Murphy is the chosen one.
+67660,Let the mind games begin.
+10611,Everyone's gettin' lined up.
+154,At the end of the universe lies the beginning ...
+3049,He's the best there is! (Actually he's the on...
+860,Is it a game or is it real?
+9281,A big city cop. A small country boy. They have...
+75674,The only easy day was yesterday
+9762,Every Second Chance Begins With a First Step
+3179,Coming to a screen bigger than your TV.
+184,Six players on the trail of a half a million i...
+13335,This time they're running from the joint.
+76726,What are you capable of?
+36819,All the dreams you've ever had and not just th...
+17130,Dreams change. Friends are forever
+57214,Witness it
+11202,The Rebel Warrior
+9357,The things that we fear the most have already ...
+13812,Contain The Truth.
+9030,How can you believe your eyes when they're not...
+19084,Take the ride.
+8386,They've got their degrees all rolled up.
+1360,Prepare to be seduced
+101267,Be yourself and you can be anything
+222935,One Sick Love Story
+10220,Trust everyone... But always cut the cards.
+11601,In every mind there is a door that should neve...
+205220,These two unlikely companions are on a journey...
+11354,Sometimes what tears us apart helps us put it ...
+16241,If they survive...will we?
+14191,A Fish-Out-Of-Water Comedy.
+286565,Get Lost. Get Found.
+129670,Life's not about winning or losing. It's about...
+9059,Ready for your deadtime story?
+34549,His World. His Rules.
+57157,Everyone gets old. Not everyone grows up.
+1948,There are a thousand ways to raise your adrena...
+38093,In this game every shot counts.
+11027,You Will Feel The Heat
+3635,Discover the mystery behind the legend.
+387,When the hunters become the hunted
+122906,What if every moment in life came with a secon...
+60599,Power is the best alibi.
+227719,Today is better the second time around
+12088,The high-tech prison thirty stories below grou...
+9466,A funny look at people who will do anything to...
+7510,Ever have one of those lives?
+31246,The tale of two American Idols.
+61752,A fresh sassy and sexy comedy!
+10944,Everything you know about desire is dead wrong.
+1255,Monsters are real.
+45226,Who says you can't take it with you?
+10212,You Are Who You Eat
+8669,Popularity is a state of mind.
+86825,Innocence Ends.
+844,Are you still in the mood for love?
+15907,Some friendships are wilder than others
+38448,The truth is not what you know. It's what you ...
+327,Are You Japanese?
+9260,Five guys. One safe. No brains.
+13079,Your life can change in an instant. That insta...
+4170,Each year more than 1000000 people are traf...
+41508,You can close your eyes. You can turn away. Bu...
+10133,Never forget who you are
+173931,From zero to hero.
+50601,Their only weapon is the truth.
+26466,A Passage to Hell
+236751,Unlock the mystery
+107,Stealin' Stones and Breakin' Bones.
+357837,Dancin' Like You've Never Seen Before
+8913,Sometimes dead is better.
+18530,What would you do if someone was watching you?
+927,Don't get him wet keep him out of bright ligh...
+11,A long time ago in a galaxy far far away...
+291870,This is Jason. He's a little worried about his...
+907,Turbulent were the times and fiery was the lov...
+206563,You never know what you might find
+45317,Every dream deserves a fighting chance.
+12094,Guess who just made number two?
+10377,Truth Justice and the Gambini Way
+249164,Live for Love.
+256092,One Hell of A Ride
+9942,A comedy with bats and balls.
+10748,Taking higher education to a new low.
+1817,No options. No lies. No fear. No deals. Just k...
+10229,She didn't belong. She was misunderstood. And ...
+796,In the game of seduction There is only one ru...
+22804,The Game Has Come Full Circle
+10156,Ten million years in the making. The truth th...
+12837,Bring Your Girlfriends Sisters Mothers and D...
+17708,Undercover and Out The Way!
+13937,Demented. Deranged. Deceptive. De Palma.
+31909,Their conquest has already begun... He know th...
+167073,Two countries two loves one heart
+3175,At long last Redmond Barry became a gentleman ...
+14369,They haven't quite figured it all out but the...
+16888,He's cool. He's clean. He's a love machine.
+121826,Four Friends Looking For A Little Harmony
+10646,The Last Man Standing Gets The Kitty.
+12149,No Soul Is Safe.
+304357,Justice is priceless.
+11184,Let's talk about sex
+766,Trapped in time. Surrounded by evil. Low on gas.
+20009,When all else fails... cheat.
+1587,A film about the love you find...In the last p...
+30973,For God loved the world So much...
+11109,Wife. Mother. Criminal.
+9027,When he talks women listen.
+63020,On the way to finding a family she found love.
+11065,Trust. Seduction. Betrayal.
+13888,Return to the Romance Return to the Adventure...
+62728,Love. Murder. Revenge.
+11917,You Won't Believe How It Ends
+45138,Even the Mafia Calls Him Mister!
+80271,You can change your status but not your heart.
+4657,Under the surface of every life lies a mystery
+14395,A Love.... That Broke All Relationships
+24137,He just doesn't know it yet.
+190847,The search for life is about to end.
+11056,A house. A past. A secret. Will you dare enter?
+62,An epic drama of adventure and exploration
+601,He is afraid. He is alone. He is three million...
+13067,Get ready to fall
+58051,He found the girl of his dreams he fell in lo...
+96399,The True Story of Cristiada
+489,Some people can never believe in themselves u...
+373314,Ambition can be deadly
+214,Suffering? You Haven't Seen Anything Yet...
+10890,The story of a man who wanted to keep the worl...
+1588,May the best moves win.
+316727,Keep America great
+10314,These two opposites attract... but EVERYONE'S ...
+663,You think it is over...but the games have just...
+11804,The line separating the living from the dead h...
+11873,The Hustler isn't what he used to be. But he h...
+9289,This is the day that changed the world... When...
+10414,They can't skate. They can't win. They can't b...
+1970,It never forgives. It never forgets.
+9614,He doesn't play golf... he destroys it.
+8922,What’s eating you?
+1648,History is about to be rewritten by two guys w...
+17917,Much Much More Than a Musical!
+74534,Share the journey. Share the laughter.
+19405,Saving The World One Playground At A Time
+9355,Two men enter. One man leaves.
+10999,Somewhere... somehow... someone's going to pay.
+321258,Every child needs to feel loved.
+44040,Bad Things Happen For A Reason
+10426,The party's back in the 'hood!
+280092,This is how you die
+13938,His family thinks he's crazy. His enemies thin...
+10163,God made him simple. Science made him a god.
+12182,Every night has a soundtrack.
+1832,It can be Hell getting into Heaven
+9034,Some friendships last forever... like it or not.
+15301,You're travelling through another dimension. A...
+10135,Dalton lives like a loner fights like a profe...
+26352,He's armed and dangerously funny.
+20616,His biggest fan just became his worst nightmare.
+9794,A slacker competes with a repeat winner for th...
+15037,Yesterday's history.  Tomorrow's the future.  ...
+227,They grew up on the outside of society. They w...
+294272,Some secrets are too big to keep.
+11336,In his mind he has the power to see the futur...
+283445,Be careful children at play.
+88036,Celebrate the legend.
+10984,Remember that kid everyone ignored on Valentin...
+22824,There are four kinds of alien encounters. The ...
+9526,Radio Like You've Never Seen It Before
+39349,He wanted power. He wanted revenge. Now he jus...
+15983,America wasn't ready...but HE was!
+11545,Love. Expulsion. Revolution.
+42684,Don't look up
+8359,Kit Kittredge a resourceful young girl helps...
+15648,Is it all too good to be true?
+9362,The monster movie that breaks new ground.
+9902,It's the last one you'll ever take.
+14729,"""All the world likes an outlaw. For some damn ..."
+9455,You can't play by the rules if there aren't any.
+10090,In a time of crisis America will call Reno 911!
+164558,A motion picture event.
+17710,A Big Problem Calls For a Big Head
+9515,A hitman and a salesman walk into a bar...
+27322,Get Together. Fall Apart. Start Over.
+328425,Not every gift is welcome.
+10050,Young Free And Single. Again.
+1542,Work sucks.
+10490,The battle between the good and the bad is bou...
+87093,She created it. He sold it. And they bought it.
+10029,They've been bad. Very bad.
+9893,The rules are set. The game is on.
+11507,You can't believe everything you see.
+37931,He's the ultimate tool.
+3472,Every dream has its price.
+87818,The biggest cast ever assembled for the most o...
+13160,She's passed on... But she's not moving on.
+88005,Nice knowing you.
+52067,Today is the first day... of the rest of his w...
+73,Some Legacies Must End.
+134597,Every great collector has a vision.
+24034,A musical tail about one dog's dream of becomi...
+13201,Some lines should never be crossed.
+209403,The end justifies the means
+7942,Love. Commitment. Responsibility. There's noth...
+73247,Meet a modern nuclear family unlike any other.
+253331,There's more to family than what you see.
+9952,A true story of survival... declassified.
+256924,A letter from John Lennon changed his life
+82532,The first step to finding your destiny is leav...
+134371,Who is John Galt?
+2088,The story of a cop who wanted it bad and got i...
+10388,Vengeance knows no boundaries.
+1640,You think you know who you are. You have no idea.
+25520,When a woman has the beauty men admire and wom...
+27342,Ex-Cop Ex-CIA Explosive
+13689,There are no ordinary moments.
+67911,There Are No Small Actors. Just Small Parts.
+329440,Everyone comes here looking for a way out
+47890,Someone is hunting tourists out of season.
+252512,Life Never Gets Old.
+55720,Every father wants more for his son.
+9613,The only thing worse than losing your mind... ...
+29076,The Agency's best has a bad case of nerves.
+68812,Loving husband. Devoted father. Ruthless killer.
+14195,Demented Forever!
+73567,A Totally Deep-Fried Texas Redneck Trailer Par...
+41479,They're not just living the American dream th...
+15394,To some it's a game. To others it's a habit. B...
+10071,They want to put a baby in you.
+1989,How do you say goodbye to someone you can't im...
+12779,A snooty socialite is stranded on a Mediterran...
+13191,When it comes to war... America means business
+11770,Get ready to kick some grass!
+12703,I'm not going to be okay Bud.
+101173,Nature teaches beasts to know their friends.
+25350,People are never who they seem to be.
+10034,They're not bad girls. They're just behaving t...
+20178,Lance Clayton is about to get everything he de...
+5072,The Company Is Making Cutbacks
+18191,Every fear hides a wish.
+11546,Just when we thought the Cold War was over le...
+41894,No one changes the world alone.
+268171,It's never too late.
+24663,They've got a long way to go
+39055,It's Time To Soar.
+245846,To find the truth they must lose themselves.
+15017,Small-town girl. Big-time dreams.
+12245,There is no way of finding a single absolute t...
+49787,Pray That You Drown First
+7006,Sometimes they don't come back alone.
+66767,Feel the beat live the dream.
+42057,Finding the right man can be murder
+17577,An evil entombed for 2000 years... until now.
+15067,A Fistful of Fun!
+78383,Your pain is her pleasure.
+43090,Fastest draw in the North... kinda.
+16614,Nothing brings people together like a crappy s...
+10471,The suburbs make the hood look good.
+250066,Brothers in arms for life.
+667,You Only Live Twice...and Twice is the only wa...
+208869,HUSTLE. HEIST. REPEAT.
+10306,He's found her.
+106845,We are the endangered species.
+11576,The biggest entertainment ever to rock the scr...
+219,Return.
+11827,A Step Beyond Science Fiction
+22820,Oinus Ainous Anous Odious.
+31174,I can smile and murder while I smile
+244316,Hunt or be hunted.
+62215,Enjoy it while it lasts
+66125,He's Been Everywhere Mate.
+348,In space no one can hear you scream.
+30497,Who will survive and what will be left of them?
+27586,It's 1975 and they're about to explode.
+14811,To Life!
+660,Look up!  Look down!  Look out!
+68684,Cancel Your Future
+9400,It's about crime. It's about payback. It's abo...
+10585,Chucky is one mean S.O.B.
+2359,This might hurt a little.
+238636,Welcome to America where one night a year al...
+10472,A new comedy about giving first love a second ...
+11282,Fast Food. High Times.
+6521,Sometimes you can assassinate a leader without...
+14181,Welcome to the new American dream.
+1621,Some very funny business.
+9656,This holiday season the slay ride begins.
+16428,When it comes to getting dumped... He wrote th...
+10705,The great adventure of a king who defied the o...
+24621,Three women. Three cities. Three times the tro...
+9685,Insanity is relative.
+14425,Flunk 'em if they can't take a joke.
+10179,A totally SPACED adventure! ...You have to be ...
+14057,Men play the game. Women know the score.
+12621,One high school drama teacher is about to make...
+1808,Style matters. Even when it comes to murder.
+293670,Never be tempted.
+29514,When I wake you... you'll be dead
+39806,Her heart was torn between love and the future...
+17926,They Know Each Other By Heart.
+291081,An epic tale of murder corruption and obsession.
+25968,For Veronika confronting death... is discover...
+9671,There's a little of him in all of us.
+52010,In the grim darkness of the far future there i...
+11588,His story began when it all ended
+43418,BENEATH HILL 60 featuring Captain Woodward MC ...
+13483,Every year one in 700 people wake up during s...
+327833,Two Cops. One Mission. No Mercy.
+1547,Sleep all day. Party all night. Never grow old...
+25196,The harder the life the sweeter the song.
+16323,She gave and gave until she had nothing left ...
+175528,She's done flying solo.
+8069,See Barbarella do her thing!
+9451,Reading. Writing. Revenge.
+16727,Two Worlds. One Journey.
+272693,You either know one you have one or you are ...
+10696,In music she found her dream her love herself.
+29963,First love burns brightest.
+26022,I am Muslim and i am not a terrorist
+152747,Never give up.
+62676,The Only Thing More Dangerous Than Death... Is...
+1116,Winner of the PALME D'OR at the 2006 Cannes Fi...
+11620,THIS IS THE BIG ONE! The splendor and savagery...
+14353,Not Your Parent's Opera
+11818,Some Men Are Born to be Heroes
+680,Just because you are a character doesn't mean ...
+11176,More entertaining than humanly possible.
+242582,The city shines brightest at night
+11217,A vacation to die for
+15121,The happiest sound in all the world!
+2619,Allen Bauer Thought He'd Never Find The Right ...
+773,A family on the verge of a breakdown
+235,For some it's the last real taste of innocenc...
+170,His fear began when he woke up alone. His terr...
+14114,If you want respect you've got to take it.
+10734,No one has ever escaped from Alcatraz...and no...
+37964,When did you first fall in love with hip-hop?
+28121,When you play you pay.
+40807,It takes a pair to beat the odds.
+10885,The most terrifying images are the ones that a...
+225565,When you realize getting some means wanting more.
+385736,They aren't just shoes
+11971,Romance. Mischief. Seduction. Revenge. Remarka...
+668,Far up! Far out! Far more! James Bond 007 is b...
+11596,One Two Freddy's coming for you...
+14429,The last guy she wants is the only one she needs.
+13751,Changing the world... one word at a time.
+9490,They'll do anything to save their best bud.
+14536,She's an executive on the move. But her career...
+1359,I think my mask of sanity is about to slip.
+9962,It's her last best chance... is she going to t...
+15049,Shoot First Translate Later
+22821,The Saints Are Calling
+37735,The rumour-filled totally false account of how...
+59930,Summer's Never Been So Much Fun!
+10873,An Unspeakable Horror. A Creative Genius. Capt...
+51588,There are hundreds of nights in high school b...
+23570,Something magical is about to unfold in the mo...
+14629,Want to know how she got there?
+1958,Living in a house full of women can be murder.
+13154,One's a warrior. One's a wise guy. They're two...
+26618,Some killers are strange some are deranged a...
+43923,Sometimes what's in your head isn't as crazy a...
+46138,In the fight for equal rights an ordinary wom...
+45791,Between every father and his son there is a st...
+26306,He beat the odds... And became a legend!
+110683,She seduced robbed and murdered...That was on...
+26963,Turn the darkness into light
+198277,You're only as strong as your next move.
+7870,Sometimes it's hard to find your way.
+13072,Not made to be broken
+30141,When it comes to murder seduction and betraya...
+17044,The story of three young women and the events ...
+10288,Good dead are hard to find
+44147,They said 'Take her out'. He got the wrong idea.
+12192,No body is safe.
+13197,The Intersection Where Family Honor and Betra...
+10913,One shot is all it takes.
+149,Neo-Tokyo is about to E.X.P.L.O.D.E.
+10425,To live a life of his own he has to die first.
+256687,Greed. Revenge. Redemption.
+1544,There goes the bride.
+374461,He was the one person she could always count on.
+302,On the surface all is calm
+21512,When juggers play there is only one way to liv...
+389425,There is no honor in revenge.
+403,The funny touching and totally irresistible s...
+29461,There's Plenty For Everyone!
+33542,No Fear. No Stuntman. No Equal.
+9388,Tobacco lobbyist Nick Naylor is trying to SAVE...
+1691,Americans...they have no imagination.
+24684,An education isn't always by the book.
+11308,"If you experienced ""The World According To Gar..."
+15365,Protecting America's assets.
+36046,One Man....A Remarkable Vision; One Family.......
+12569,Sticking it to the man has never looked so good.
+24356,Would you reach out your hand to save a drowni...
+55903,Crimes of passion are not always between lovers.
+2577,How do you solve a crime when the last thing y...
+73873,A man with a secret. A woman with a dream.
+312113,Blood Will Be Spilled
+45650,What Are You So Afraid Of?
+7735,Evil is something that you learn
+301365,Beauty is vicious.
+25941,Every man has a breaking point.
+7326,A comedy about growing up... and the bumps alo...
+326284,The black market is about to get bloody
+681,The man who made 007 a household number
+238,An offer you can't refuse.
+535,When the dancer becomes the dance.
+19913,It was almost like falling in love.
+77930,Work all day. Work it all night.
+10727,Evil rises.
+253,Roger Moore is James Bond.
+17908,Every family needs an optimist.
+8390,Three relationships. Three disasters. One last...
+57119,Sometimes the only way to get past family dram...
+3291,They took on the Government with nothing but t...
+398,In Cold Blood
+8068,When the smoke clears it just means he's relo...
+10803,The only thing you can't have in Logan's world...
+682,The man with the golden gun is ready to assass...
+10117,It's Time For
+9392,Scream your last breath.
+24977,Up close some heroes get even bigger.
+79316,The Devil Always Gets His Due
+2074,A comedy about sex love family and other acc...
+1696,Death walks behind. Hell waits ahead.
+308639,It's hard out here for a geek.
+2662,You'll never get out alive.
+77156,Don't you dare go in there!
+12573,...seriously!
+44718,Every secret dies somewhere.
+11342,Satan also has one son.
+241771,Open your heart find your voice.
+14578,Tim's getting a future... whether he likes it ...
+57825,Bollywood meets Hollywood... And it's a perfec...
+9555,Follow Your Heart Follow The Fence
+13006,He's seen the future. Now he has to kill it.
+16651,An Epic Journey.
+4251,A Love Legend
+12400,There's always a way out. You just have to fin...
+39053,John met the woman of his dreams. Then he met ...
+14112,A day without sex is a day wasted.
+12271,When Andy met Edie life imitated art.
+226354,Believe the Miracle
+33676,The last word about the first time.
+11687,They Weren't Born Yesterday!
+31535,Work sucks!
+44835,Sometimes life gives you the finger and someti...
+192134,I want my money plus interest.... and a present
+306745,A true story of love and injustice.
+47088,They're not gigolos they're gentlemen.
+15013,Every family has its own language
+8374,Thy Kingdom Come. Thy Will Be Done.
+78381,Between the living and the dead eviil is wait...
+164372,Cold can freeze your heart love can set you free
+8879,... and hell followed with him.
+13001,The lines have been drawn. The battle has been...
+9571,See it with a bud.
+334527,Leave the crime to the criminals
+13919,Fear. Trust. Love.
+14576,Lie cheat steal... your deal!
+82505,Fear reaches out... for the girl next door.
+46738,The search began at the opening of their mothe...
+38970,Some loves are never forgotten
+41009,Blood is thicker than water. Nothing is thicke...
+7347,On the streets of Rio only the elite survive
+250546,Before the Conjuring there was Annabelle.
+38415,Bran Nue Dae
+650,Once upon a time in South Central L.A... It ai...
+16620,Born into poverty. Destined for stardom. He li...
+11033,The Latest Fashion In Murder
+34723,For anyone who has ever dreamed of running awa...
+9430,A weekend wasted is never a wasted weekend.
+10514,The picture runs 130 minutes!... The story cov...
+10496,They will suck you dry
+1591,One family's tale of a homeland lost... and a ...
+87499,Spy on us we'll spy on you.
+18923,Family can be whatever you want it to be.
+28089,The Scars of War Will Last Forever
+218,Your future is in his hands.
+338,The German Democratic Republic lives on -- in ...
+21641,They love me for what I'm not... ...they hate ...
+10925,They're Back From The Grave and Ready To Party!
+2293,They're not there to shop. They're not there t...
+621,Grease is the word
+792,The first casualty of war is innocence.
+1777,Controversy... what controversy?
+642,Not that it matters but most of it is true.
+433,It's supercalifragilisticexpialidocious!
+16619,Everything is in its proper place...except the...
+1725,The screen achieves one of the great entertain...
+11977,The snobs against the slobs!
+16158,From best friends to best men.
+629,Five Criminals. One Line Up. No Coincidence.
+10160,Now Freddy’s a daddy he’s killing for two.
+11452,Don't Graduate. Celebrate.
+12163,Love. Pain. Glory.
+32275,Emotions . . . As Violent As The Wind-Swept Pr...
+13785,Some pets deserve a little more respect than o...
+1103,1997. New York City is now a maximum security ...
+14144,The summer is going to be in tents.
+10622,Fight first. Apologize later.
+13370,Back together for the first time again.
+11191,A Romantic Comedy With The Works
+10215,What if one split second sent your life in two...
+25066,Chill or be Chilled
+1523,Charming. Magnetic. Murderous.
+11361,Michael Lives And This Time They're Ready!
+92591,A story so unbelievable it must be true.
+12509,A true portrait of life and art.
+15256,It's 11:59 on New Years Eve... do you know whe...
+83686,There's more than one way to take a life.
+80304,Funniest movie you'll ever read.
+28053,Truth is stranger than family
+67913,The FBI are about to discover that things work...
+1443,Beautiful mysterious haunting invariably fa...
+8545,Finding your own voice can be magic.
+19556,After four years in a coma Eugene Pratt is go...
+231576,Life is an occasion. Rise to it.
+16172,Magic opened up their hearts... Love did the r...
+13403,An anatomically incorrect rock odyssey
+15797,The ultimate martial art.
+347764,Be Careful Who You Get Close To
+576,If you only want to spend two hours in a movie...
+11583,Never have so few taken so much from so many.
+59728,Rising from tragedy to triumph
+7547,Before you fall in love you need to love your...
+42222,The story of two women whose friendship sudden...
+44260,Exploring the Issue that Divides the World
+9282,Fate can change in seconds.
+38940,Killers for hire are paid for what they can do...
+35689,Some secrets are better left buried.
+97614,Twisty thriller... a wild ride.
+37206,An abandoned child brings the colors of love i...
+58626,Who's on your list?
+837,First it controls your mind. Then it destroys ...
+1555,They came from Paris Rome London and Berlin ...
+244783,A moment can change everything.
+16564,In 1945 Holland a boy must choose between goo...
+168027,Crime is such a trippy thing
+3482,It carried their hopes their nation's honour!
+135595,Justice needs a hero
+8982,Vengeance Knows No Mercy
+455,Sometimes to follow your dreams... you've got...
+57022,Greetings from ...
+10664,Fear Revisited
+55567,Dance - Sing - Dream
+9277,...all it takes is a little confidence.
+9443,This is the story of two men who run not to r...
+16186,Time heals the heart. Faith heals the rest.
+7863,A true story of the mystery of music and the m...
+138697,Everyone loves a happy ending.
+11901,Welcome to Hell
+1548,Accentuate the negative.
+33155,She's too good to be true...and too real to be...
+321,Things change. Family doesn't.
+4997,Sex drugs murder. Welcome to L.A.
+925,It's the hottest day of the summer. You can do...
+27451,Passion Seduction Deception.
+979,Time destroys everything.
+193722,M For Father
+7913,A Generation Awakens
+51995,Faith alone doesn’t cut it anymore
+13173,If He'd meant the commandments literally He'd...
+70670,The hunt is on.
+84204,For the locals on Erin Island it's last orders.
+25248,He's hoping for a miracle. He doesn't have a p...
+230266,Love is a foolish game
+16633,Beyond fantasy. Beyond obsession. Beyond time ...
+63006,Goa. Paradise on Earth. But every Paradise has...
+91586,It will take what you love most.
+215,Oh Yes... There Will Be Blood.
+333371,Monsters come in many forms.
+9012,Do not attempt this at home.
+72571,It Runs In The Family
+242512,Keep telling yourself it's just a game
+10072,If you think you're ready for Freddy think ag...
+211954,Life doesn't care if you're ready.
+82990,It's closer than you think
+29912,The first motion picture in CinemaScope--the m...
+11284,They saved the best for last.
+504,The first female serial killer of America
+173,The mightiest motion picture of them all!
+227348,You're one of us now.
+1955,I am not an animal! I am a human being! I... a...
+152532,Sometimes it takes a hustler to change the world
+243940,Evil will rise.
+77,Some memories are best forgotten.
+157547,You see what it wants you to see
+2295,With No Power Comes No Responsibility
+71,Inside every one of us is a special talent wai...
+147773,We've all been there.
+24266,The story of a boy suddenly alone in the world...
+16508,You'll Dig Doug!
+2895,The hardest soul to save was his own.
+15660,The meanest mother of them all
+59968,Everybody has one
+323677,The incredible true story of gold medal champi...
+19848,Here we get down and dirty.
+256274,The only way out is down.
+235271,Every Woman Needs an Escape
+45153,The secrets that hold us together can also tea...
+24973,To Nefer shameless temptress of Babylon he s...
+21610,A terrorist holds New York in a grip of fear -...
+10283,The Big Apple's in BIG trouble!
+8346,Love is here to stay... so is her family.
+122081,A little sun can bring out your dark side.
+10987,Haddonfield is ready to celebrate Halloween......
+1391,Life has its ways of teaching. Life has its wa...
+747,A romantic comedy. With zombies.
+14745,Her past is yet to come.
+26748,John Sayles invites you to return to the scene...
+11357,Horror has returned to Haddonfield.
+24913,Childish pranks turn into a bloody battle for ...
+13776,Suddenly life was more than French fries gra...
+14854,The 'Mad Dog' Criminal...The 'Lone Wolf' Lawma...
+50357,There's a reason we've never gone back to the ...
+13090,life's a messy business.
+192141,No rescue. No refuge.
+16441,Born with the courage of an eagle the strengt...
+29996,Only once in 3000 years...anything like...
+351819,Way shadier than gray.
+22649,Every woman who has loved will understand
+378200,t's what everyone's looking for
+11042,A provocative new comedy about sex friendship...
+10786,Love is the greatest adventure of all.
+12484,The night... has an appetite.
+11959,"A lot of TV stations have forgotten what ""qual..."
+9900,A movie that proves you're never too old to co...
+14662,Growing Up is Hard to Do
+335,There were three men in her life. One to take ...
+15745,Welcome to disorganized crime.
+17431,The last place you'd ever expect to find yours...
+21014,A 13-year-old boy uses his upcoming bar mitzva...
+78394,The T-Rex of the Seas come alive.
+10217,There is no such thing as the simple truth.
+46332,In the face of terror their greatest weapon w...
+13996,Based on a true story of love victory and fe...
+3028,The comedy that examines modern living through...
+1024,From a secret world no one could see... came a...
+343795,Hope lives
+45658,Lost is a good place to find yourself
+16148,The world's most private detective.
+4553,A little guilt goes a long way...
+36351,He was a good man in a deadly business. She wa...
+245916,Can you keep a national secret?
+27585,The only way out is through.
+NULL,NULL
+313922,One way in. No way out.
+14474,One woman's story is about to climax.
+199933,Who is John Galt?
+13685,They're not really criminals but everyone's g...
+8744,They Planned The Perfect Crime... Until It All...
+38428,To the People...He was a Father. To his Son......
+39269,A harrowing drama from the director of Easy Rider
+46838,Evil just messed with the wrong hillbillies.
+51384,Something mysterious new unexpected and love...
+56930,Breath-taking Adventure !
+41730,Once You Get There You'll Never Want To Leave
+18442,They can seduce anyone... Prey it isn't you!
+298312,No one loves you like your grandparents.
+77495,Someone is watching over you
+13849,Sleeps Six Bloody Comfortably
+12486,What Happens In Antarctica... Stays in Antarctica
+19615,It's about the music
+244403,The way back begins with a single chord.
+340816,They'll be home for Christmas...if only in the...
+11935,The mission was a sham. The murders were real.
+113406,Even Shakespeare didn't see this one coming.
+290825,Do your 'wurst...
+12498,A simple man. A difficult choice.
+77949,Sometimes dead does not mean gone.
+1690,Welcome To Your Worst Nightmare
+8435,Because everyone loves an accurate period piece.
+49365,The year is 1962. The place is Willowpoint Fal...
+300706,Real Friends Do the Dirty Work.
+16337,After a decade of silence... The buzzz is back!
+11577,Best of enemies. Deadliest of friends.
+77987,Time to Meet The Devil
+50848,Make Love Not War
+166624,Mica is a perfectly normal boy. Well he would ...
+10822,Truth is more shocking than fiction.
+10844,The true story of a small town massacre
+9336,What an Institution!
+5689,A sensuous story of natural love.
+712,Five good reasons to stay single.
+13342,Fast Cars Fast Girls Fast Carrots...Fast Car...
+10339,From the immortal adventure classic...of whali...
+1429,This life was so close to never happening.
+9303,In their world you can't buy freedom but you...
+65749,Tango: do not ever leave me
+6106,Based on a true story.
+252680,What could go wrong?
+141,You can never go too far
+12079,The ultimate speed freak's tale.
+4550,All she wanted was a peaceful life... they did...
+9991,It's Not Just About Football It's About Pride...
+68818,No destiny
+36419,Life is the symptom. Death is the cure.
+510,If he's crazy what does that make you?
+375290,170000 Refugees 488 Flights 59 Days 1 Man
+116613,Act like a criminal to catch a criminal.
+11826,There's a bit of the beast in all of us.
+10947,This School Rocks Like No Other!
+3040,All That Stands Between Light And Darkness Is ...
+11386,Play At Your Own Risk.
+10246,Keep an eye out for the funniest movie about g...
+29426,Death isn't what it used to be.
+10331,If it doesn't scare you you're already dead!
+153,Everyone wants to be found.
+703,A nervous romance.
+1365,A lifetime of change can happen in a single mo...
+287424,Don't Get Bitten
+451,I Love You... The Way You Are.
+241251,A Moment She Couldn't Resist. An Obsession He ...
+40494,High...High...High...Above Them All! - in exci...
+39781,Nic and Jules had the perfect family until th...
+8337,Who are they? And what do they want?
+5925,Put a fence in front of these men... and they'...
+8357,Time to get wise.
+146203,The second coming
+85350,12 years in the making.
+512,The perfect man. The perfect story. The perfec...
+13408,When you're down 'n dirty it all comes out in...
+47816,the few the proud the paroled.
+10744,When your life depends on losing... the last t...
+11536,It shouts and sings with life ... explodes wit...
+9782,You never know who's listening.
+6537,A tale of love.  A story of horror.
+184345,It'll scare the #2 out of you.
+1809,We all run on instinct
+2370,Hitchcock takes you behind the actual headline...
+9809,Welcome to the slammer
+5,Twelve outrageous guests. Four scandalous requ...
+11013,Assume the position.
+10132,The last neighborhood in America.
+16448,There's a good reason some talent remains undi...
+8141,Professional alcoholic hit man gets life back ...
+48572,Fear God.
+14517,The Other Side of Reason. The Other Side of Fa...
+27551,Warriors. Conquerors. Heroes.
+64678,The toughest lesson is love.
+309503,Why take the risk
+14293,It's your shot. Take it.
+103328,From dawn to dusk a few hours in the shadowy ...
+25719,Fat cats are too easy. Go for the big fish.
+48309,Horror Has A New Home.
+27723,Party till you drop. Dead.
+20468,He saw. He combed. He conquered.
+44945,What took her family years to build a strange...
+29122,Piece on Earth.
+125123,"a love story from the writer of ""The Full Monty""."
+133575,*(Not His Real Name)
+54580,This film is not based on a real story. It is ...
+52015,The Most Dangerous Thing Is To Be Alive.
+34941,Life is what happens when you're busy making p...
+227975,A hero split in half.
+60422,At this wedding the F-word stands for Family
+81390,Out here there's nowhere to hide.
+14902,The award winning musical comes to the screen!
+121676,You can never escape your past
+22301,Howard Hughes' Thrilling Multi-Million Dollar ...
+20065,A second chance for a first love.
+257087,The dead come back
+46420,Don't break her heart
+114635,Can we help you?
+874,...a motion picture for all times!
+10774,Not since the dawn of time has America experie...
+770,The greatest romance of all time!
+266102,Be Brave. Be Bold. Be Free.
+37495,We are 4 Lions.
+34769,An unexpected hero will rise.
+35032,The great MGM musical romance
+5178,Everyone needs a refuge from the world.
+8618,History. It's just one bloody thing after anot...
+3116,Whatever you hear about Midnight Cowboy is true.
+9427,The year's most revealing comedy.
+813,What's slower than a speeding bullet and able...
+352978,When duty calls plans change
+10634,A lot can go down between thursday and saturda...
+9516,This is the truth. This is what's real.
+16288,When the curtain goes up the terror begins.
+27029,Her Faith Remained Strong and True in the Face...
+26268,Harper takes a case - and the payoff is murder.
+573,Just an ordinary necktie used with a deadly ne...
+310131,Evil takes many forms.
+40505,A truckload of cell phones... turns into a boa...
+11363,A romantic comedy about two brothers... and th...
+22007,You're in for a hell of a ride.
+765,The Sequel To The Ultimate Experience In Gruel...
+10615,Too cool for words.
+205321,Enough said!
+89540,The spirit of a people can never be conquered.
+46146,You believe it when you see it!
+38007,First comes love then comes marriage then co...
+14256,Sometimes you go looking for something you wan...
+540,Evil is so totally busted!
+20055,What she doesn't know could kill her.
+224569,In life only two things are certain death and...
+39303,Killers Are Not Born ... They Are Made
+142061,Justice Returns... Vengeance Returns... Redemp...
+370662,Climate change for good.
+256740,The Ultimate Endgame
+299145,Revenge comes at a price.
+241766,In this city crime is a family business.
+12535,The Master of Comedy takes on The Master of Su...
+1667,In the harshest place on Earth love finds a way.
+50839,Be first. Be smarter. Or cheat.
+13973,From the author of Fight Club
+244786,The road to greatness can take you to the edge.
+598,If you run you're dead... if you stay you're ...
+11129,The Weekend has Landed!
+75861,Based on the True Story that started a Global ...
+13551,One life ends. Seven others begin.
+103663,The lie is spreading.
+850,Peace Harmony Comfort and Joy... Maybe Next ...
+12586,One person can change your life forever
+11564,Class of 1984. Is this the future?
+301748,A battle of the sexes winner takes all.
+8841,The dynamics of a multicultural class and its ...
+805,Pray for Rosemary's Baby
+11697,Together For The First Time - James Stewart - ...
+22051,A story about two strangers. One a little stra...
+436,Based on 10000 true stories.
+55347,This is what love feels like.
+8469,It was the Deltas against the rules... the rul...
+658,Everything he touches turns into excitement!
+125490,What If You Could Feel Like They Do ...
+1585,It's a wonderful laugh! It's a wonderful love!
+627,Choose life.
+23618,We Got Jokes
+41436,In 2009 you demanded it. Nothing can prepare y...
+10162,How far would you go to win a fortune!
+1430,One nation under the gun.
+10014,Someone is coming back to Elm Street!
+158015,One night a year all crime is legal.
+82507,Once you see him nothing can save you.
+261,Just one pillow on her bed ... and just one de...
+1685,An army of civilized apes...A fortress of radi...
+20737,He Sits. He Stays. He Shoots. He Scores.
+10991,Pokémon: Spell of the Unknown
+10225,Kill or be killed!
+826,It spans a whole new world of entertainment!
+5854,There’s no body in the family plot.
+284,Movie-wise there has never been anything like...
+10285,Evil has finally found a home.
+5780,It tears you apart with suspense!
+223485,Wanted Dead or Dead
+29463,It's chillin'!
+22013,If there was a dollar to be made - Gantry woul...
+821,The event the world will never forget
+53862,He's a legend in his own mind.
+3089,Big as the men who faced this challenge! Bold ...
+132344,Everything's better with maturity.
+15582,High school was easy. But college is a whole d...
+15158,The ball is back!
+10557,A comedy of families a chip shop... and a ver...
+23531,Never underestimate the power of a woman.
+252,It's Scrumdiddlyumptious!
+13982,A mindless comedy.
+16642,Your eyes... Your ears... Your senses... will ...
+17734,Ask yourself if you're really happy.
+18892,Suck it and see...
+549,In 1981 A Nineteen-Year-Old Unknown Graffiti ...
+868,In this world... Redemption comes just once.
+10683,Finding happiness can be a tragic comedy.
+246403,Let me tell you a story...
+670,15 years of imprisonment five days of vengeance
+49010,Delivering justice one shell at a time...
+11229,Her life is no fairy tale.
+24469,Live love and give as good as you get.
+82533,For these girls... it's not what you learn it...
+50942,Death from the depths
+84174,Old habits party hard.
+38033,If you don't forward it you die.
+100975,A voyeuristic coming-of-age comedy.
+38541,The lucky ones died in the blast
+39563,If there is life after death - love lives on
+234212,Every House Has It's Secrets
+27404,The lowbrow comedy for the highbrow crowd.
+180296,He came...She came...They both came
+157058,Based on true events... that may not have happ...
+26039,There are two kinds of people in his up-tight ...
+79587,Comedy
+342502,72 Hours On The Clock. Starting Now...
+43213,The glory days are back
+44594,A comedy that hits you right where it counts.
+666,He was looking for the father he never knew. S...
+248,You have to see it to believe it!
+325173,Colton MacReady...is coming home.
+351043,What he can't remember is killing him.
+43942,Things you always thought you knew but didn't
+10226,Hearts will bleed.
+66942,He's a dreamer stuck in the real world.
+356483,Some things were never meant to be.
+10476,The music will inspire them. The dream will un...
+239,The movie too HOT for words!
+10281,Jason is back but this time someone's waiting!
+630,We're off to see the Wizard the wonderful Wiz...
+3034,The scariest comedy of all time!
+13025,Where will you be when the end begins?
+21461,They're back... and they're not alone!
+17264,From the moment he first saw the stallion he ...
+15875,Gangway...For This Years BIG Adventure!
+43306,A GUY - A GAL - A PAL - It's Swell!
+11072,Never give a saga an even break!
+9730,Jason's Back and this is the one you've been ...
+14137,No Gut... No Glory.
+14139,A trip back in time from the present to...
+872,What a Glorious Feeling!
+72914,FAT SICK & NEARLY DEAD is an inspiring film t...
+139038,This $*%! ain't paranormal.
+126509,Love Him Hate Him You Don't Know Him
+9591,In every life there comes a time when that dre...
+10676,...and now the earth will run with blood again!
+1687,Meet baby Milo who has Washington terrified.
+24748,The man with the barbed-wire soul.
+181330,Witness the rise of a legend
+468,It's not where you go it's how you get there.
+76,Can the greatest romance of your life last onl...
+19316,A romantic comedy about right wrong and every...
+84329,Friendship doesn't have an off switch
+157386,From the Writers of (500) Days of Summer
+13007,Heaven help us.
+116584,The roar of the mob drowned out the truth.
+46849,She found her voice in the ocean... And within...
+40428,Equality for some.
+1698,Some study. Some are studied.
+20764,Crossing the border just got easier. Plug into...
+45132,Shut up crime!
+254472,Get inside get away just don't get stung
+49471,On October 16 1996 the one year anniversary ...
+7512,In the future intelligence is extinct.
+356216,Brutal. Notorious. Legendary
+11798,Run with the crowd stand alone you decide.
+146631,Try to remain calm
+43546,M.G.M's Mammoth Technicolor Musical Spectacle!
+78373,in the middle of nowhere they had everything
+17820,It's NEW!
+283384,Pray for the Prey
+19933,Imagine if Your Toaster Went on a Journey of i...
+756,The most sensational sound you'll ever see!
+433715,She never knew it could happen to her...
+9728,There's nowhere to hide. We dare you to try.
+9731,A New Beginning to the first step in terror.
+360339,Survive at any cost.
+297621,Let your heart sing
+16205,...I used to be a plumber
+887,Three wonderful loves in the best picture of t...
+9517,It's 4 a.m... do you know where your kids are?
+8329,One witness. One camera
+347548,No water. No power. No explanation. No escape.
+322443,Fortunes will be made lives will be lost.
+657,The world's masters of murder pull out all the...
+11561,Woody Allen takes a nostalgic look at the future.
+270303,It doesn't think it doesn't feel it doesn't ...
+8810,When all that's left is one last chance pray ...
+12207,He's got a secret weapon with a lot of kick.
+226,A true story about finding the courage to be y...
+92182,Experience 88 minutes of real fear captured I...
+582,Before the Fall of the Berlin Wall East Germa...
+72213,Honor Begins at Home.
+990,They called him Fast Eddie. He was a winner. H...
+55604,Where Men Are Rough And Tough . . . And Like T...
+2771,Ordinary life is pretty complex stuff
+80,What if you had a second chance with the one t...
+55,Love. Betrayal. Death.
+11023,It's happening so fast.
+39013,Talking Just Causes Witnesses
+43839,An American Cavalcade!
+44639,The film that cost $20000000000000 to make.
+301351,The world is yours.
+4816,All assassins live beyond the law … only one f...
+7873,Take A Ride To The Edge
+331190,Faith. Redemption. Survival.
+15186,Everybody Needs A Release
+17994,It's more than just a game.
+1378,Open Your Mind. And Everything Else.
+48382,2600 years ago one family began a remarkable ...
+12901,The American Occupation of Iraq. The Inside St...
+250124,Some things are best kept secret.
+57120,The Road to Civilisation is Not Always Civilised
+12228,It was filmed in 6 days for 25 thousand dollar...
+10656,An underground story where lives intertwine
+13121,Every rose has its thorns.
+24746,Vegas Needs a New King.
+273899,Where Pride Began
+171759,Finding it is only the beginning.
+206296,There are two sides to every love story.
+35219,John Rosow is a private investigator. And an a...
+28260,She's to die for.
+7515,One young man's incredible journey of self-dis...
+13075,No one makes it alone.
+335866,In here… everything gets you killed.
+13510,A weekend by the lake with views to die for.
+215881,There's a fine line between love and obsession.
+18238,After Twilight The Real Party Starts.
+22600,Welcome to the promised land.
+50698,They Were Searching For Proof.  They Found it.
+115210,You'll die laughing...
+34335,It doesn't have to end this way
+119458,Money for Life
+3766,I told you... you know nothing about wickedness
+18808,It started as a desperate escape and became th...
+188652,They Sing! They Dance! They're Juvenile Delinq...
+174311,All is busted. All is broke. All is bitter. Al...
+12602,UNBELIEVABLE! Until You See It With Your Own E...
+17768,Something for Everyone!
+98549,Justice was delieverd by the fastest gun.
+309919,High school can be murder.
+299553,In this lake you have to fight to survive
+21309,The most controversial film you will see this ...
+26388,170000 sq miles of desert. 90 minutes of oxyg...
+49020,A comedy that doesn't let principles stand in ...
+159037,What does it mean to risk your life for your i...
+157293,India's First 3D Dance movie
+14048,1974. 1350 feet up. The artistic crime of the ...
+38358,Believe In Him.
+33511,As a boy all John Lennon needed was love.
+702,...Blanche who wanted so much to stay a lady...
+935,The hot-line suspense comedy
+542,Lead us not into temptation
+84175,I  gotta take care of mine.
+1705,The final chapter in the incredible Apes saga....
+62677,Fall under its spell..
+260778,Life is what u make it
+58492,He's not selling out he's buying in.
+44562,A family reunion with some minor complications.
+37232,The bitter and the sweet of temporary things.
+4929,The hanging was the best show in town. But the...
+98557,There's a thin line between money and friends.
+104,Every second of every day you're faced with a ...
+10894,Be Careful... She Just Might Take Your Heart.
+246449,Partners in survival. Friends for life.
+32579,The love between a mother and a son knows no B...
+1688,All new! The revolt of the apes. The most awes...
+1999,A young man. An older woman. Her ex-husband. T...
+43947,It's Date Night
+24066,Escaped convicts disguised as beauty pageant e...
+9709,The most dangerous thing to want is more.
+34106,YOU'LL LOVE THEM ALL FOR GIVING YOU THE SWELLE...
+11426,Pouring out of impassioned pages...brawling th...
+13909,John Ford's New and Finest Picture of the Figh...
+206284,Would you give up what you need... to get ever...
+27455,This big mouth is ready for the big time
+592,Harry Caul is an invader of privacy. The best ...
+1651,The Bride Came as Advertised...With an Unadver...
+298584,You can't run from what's inside.
+10758,If only life were as easy as pie
+11690,The true story of an American ninja.
+3083,Romance drama laughter and heartbreak... cre...
+10707,Joint custody blows.
+15647,When it comes to love sometimes she just can'...
+4174,The maddest love that ever possessed a woman.
+20156,In a world of temptation obsession is the dea...
+9464,Billy Brown just got out of jail. Now he's goi...
+49018,It's not the house that's haunted.
+13820,It’s 4 a.m. Do you know where your car is?
+18079,Sticky & Square
+17113,Selfhood begins with a walking away and love ...
+129139,She's going from straight A's to getting her f...
+14054,Some will fall. Some will fly.
+323271,The Hunt Is On
+10972,Fear is a place.
+11908,Stay out of the swamp.
+3082,He stands alone as the greatest entertainer of...
+39541,You saw the back-stabbing. Now see the final cut.
+1961,Fearless! Unstoppable! Ready For His Close-Up!
+51820,Where you get more than just a hair cut!
+23963,Shut up or die.
+29406,Some Things in life you can't leave behind
+361505,A story about second second chances
+104755,We've been waiting... we've always been waiting
+253306,Terror Gets Domesticated
+46729,How far would you go for love?
+426469,It’s better to stand out than to fit in.
+301325,Death is trending.
+408,The Happiest Dopiest Grumpiest Sneeziest mo...
+44413,She is both temptation and salvation.
+39209,Sean Connery is Shalako! Shalako means action!...
+394047,She ended up on the wrong side of right.
+312791,Enjoy the show.
+280381,It's where they died.
+2661,He's Here Big As Life In A Real Bat-Epic
+100,A Disgrace to Criminals Everywhere.
+100275,Part muse. Part sleepwalking cannibal.
+42033,The last defense. The last hope. The battle fo...
+46415,Nice is out...Naughty is in
+223,The shadow of this woman darkened their love.
+9725,The body count continues...
+28580,The screen dares to open the strange and savag...
+23730,They're not staying down there anymore!
+84197,This is my life.
+46256,The lamb who saved the world!
+19997,A raging torrent of emotion that even nature c...
+43266,Millions Have Read This Great Novel... Million...
+176,Live or die. Make your choice.
+480,A stressed father a bride-to-be with a secret...
+11219,A THRILLER with a difference!
+20770,A Comedy Of Sexual Disorientation.
+176124,Freedom is possible
+500,Every dog has his day.
+429,For three men the Civil War wasn't hell. It wa...
+98369,Everybody belongs somewhere
+114065,Ain't Rock 'N' Roll a bitch.
+89750,Capitalizing on hope.
+16433,It's better to burn out than to fade away.
+15544,UNRATED. A film with many happy endings...
+43884,The reckless lancers sweep on and on - so that...
+107315,There's nothing scarier than a blank page.
+13064,There are two kinds of people: those who get A...
+59917,Introducing COFFIN ED and GRAVEDIGGER two det...
+157422,Every family has its demons. The truth will po...
+7553,What happens in the kitchen ends up on the plate.
+12877,He's in all of us.
+39895,Welcome to Oldfield. Stop in for a night of pu...
+50037,Beyond Science. Beyond Sanity. Beyond Control.
+94329,1 Ruthless Crime Lord 20 Elite Cops 30 Floor...
+53502,How Do You Kill Something That's Already Dead?
+202604,The public were never meant to know
+289,They had a date with fate in Casablanca!
+27374,If you've never seen a ghost... Look closer.
+26815,Welcome to the world of sales boss!
+811,Amazing companions on an incredible journey......
+1366,His whole life was a million-to-one shot.
+5769,Tom Jones! . . . loves and loves and loves and...
+277685,Online your memories last forever. But so do ...
+103,On every street in every city there's a nobod...
+11298,Imagine your worst fear a reality
+646,NOW meet the most extraordinary gentleman spy ...
+93856,Experience the fallout
+9003,He'll tear your soul apart.
+10092,Nobody believes a liar...even when they're tel...
+10643,Get ready to crumble.
+46705,Nobody Baby But You And Me
+546,Life is a Journey. Bring an Open Mind.
+76487,No soul is safe.
+5722,This Is Not A Sequel. There Has Never Been Any...
+39833,HEAR ELVIS SING . . .
+1781,By far the most terrifying film you will ever ...
+18712,A Great Human Story... Makes A Mighty Motion P...
+7944,A master director shining his light on the bes...
+171424,Fear will eat you alive.
+113947,The festival hit of the year!
+18570,You'll never look at dinner the same way again.
+83860,Every Life Is Beautiful
+41469,Romance Is Her Destination.
+244772,Family is a cruel joke.
+50837,You can get away. But you can never escape.
+32456,Thanks to his two girlfriends Blake is about t...
+49963,A movie for everyone who wants to get married ...
+13508,A lack of consumer confidence... or conspiracy?
+9707,The King vs. The King of the Dead.
+37532,Words make sense of a world that won't.
+56666,In Search of her brother
+8675,Fighting crime never felt so good!
+13132,Love is a puzzle. These are the pieces.
+47686,An oddball odyssey about voyeurism LSD and nu...
+46989,Ready or not... the future comes just the same.
+13198,Life is a trip but the afterlife is one hell ...
+21413,When you're 17 every day is war.
+123678,A story of killers who win and the society th...
+13362,In 2002 a young cap driver picked up a few pa...
+39183,The untold story of the team that had America ...
+201132,Step Outside The Box
+112456,What do you do when your life does a 180?
+25983,Talk on the phone. Finish your homework. Watch...
+66195,Dinner Parties Are A Dying Art.
+16155,Welcome to the world of disorganised crime.
+46727,There's no place for dreams on the streets of ...
+55180,The culture is going down on itself... go ahea...
+18206,Anytime. Anywhere. He's watching.
+320146,A story about virtually everything
+56491,Behind Enemy Lines No Man Can Stop Her. Only O...
+186935,Police corruption drug trafficking sexual ex...
+242083,Based on a true story... that hasn't happened ...
+37694,Proudly We Served
+63287,Lust drugs and violence... no place for a kid.
+34592,They're just like you ... only dead
+92635,This is no fairy tale
+84178,Not every island is a paradise.
+101179,Truth or Die
+269057,Once upon a time there was a girl...
+248402,Together they learnt to dream again
+29146,A love story that begins with an incredible ex...
+207769,The experiments are over the terror has just ...
+271185,Young. Not so innocent.
+654,The Man Lived by the Jungle Law of the Docks!
+91070,A comedy that's a real mother.
+2009,At what moment do we begin to live?
+2652,Strangers shouldn't talk to little girls.
+9813,Isn't it time everyone hears your secrets?
+157354,Every step brings you closer to the edge
+127867,Everyone Has A Price. What's Yours?
+3170,A great love story.
+14014,Some Guys Don't Know Their Destiny Till It Hit...
+15708,Aaron prays. Christian plays... Opposites attr...
+84200,Lose your hang-ups. Find your calling.
+84184,A Loved Story
+45767,What if you could see the future impact of you...
+14823,Innocence has nowhere to hide
+367551,From zero to superhero
+60243,Ugly truth sweet lies.
+57294,A Bad Trip Down Memory Lane
+11446,Not all girls want to play with dolls.
+47889,A woman's search for herself.
+14451,Eins Zwei Die!
+838,Where were you in '62?
+84332,What would you go back for?
+74510,Alright! Alright! Alright!
+58428,Some guests never checked out.
+8416,Bertolucci's Masterpiece about Sex and Politics
+36584,Dallas. 1963. The second shooter.
+13429,This party is going overboard
+9022,Everyone is dying to be with her. Someone is k...
+22530,Every addiction has its price.
+288,The story of a man who was too proud to run.
+14275,An Extraordinary True Story.
+18734,On the Long Island Expressway there are lanes ...
+206197,The Salem Witch Trials remixed.
+7859,Secrets don't let go.
+302579,Sometimes When You're Going Home It's Importa...
+376004,Love. Betrayal. Vengeance
+158752,Bad things happen everywhere.
+138976,Deep roots... Deeper Secrets
+323967,Heaven or hell. It's in his hands.
+3080,They're Dancing Cheek-To-Cheek Again!
+2667,The scariest movie of all time is a true story.
+9459,3 days of peace music...and love.
+11598,This movie is totally out of control!
+125263,Over the edge and out of control.
+278348,How far will a family go to bury the truth?
+704,The Beatles starring in their first full-leng...
+75986,Sometimes It's Right To Do the Wrong Thing.
+14438,Never Leave Your Partner Behind.
+83,Scream all you want.
+89857,The road less traveled is filled with pot holes.
+30315,A Living Crawling Hell on Earth!
+2056,Loneliness is much better when you have got so...
+41144,Some people are just dying to be heard.
+16653,The Road to Eternal Marriage Has Never Been Lo...
+14757,To save her family a girl must become a boy
+84401,Before there was Fiddler there was Tevye... a...
+23655,Are you feeling it?
+36825,Just when you thought it was safe to go back i...
+33430,A different kind of love story.
+12281,Beneath the surface everyone has a secret.
+125052,Know life. No limits.
+96238,A mature love story for immature people.
+172533,A comedy about knowing when to say when.
+346,The Mighty Warriors Who Became the Seven Natio...
+45145,Keeping up an image can be a full time job.
+45649,Are you TIRED of the expected?
+43933,After Six Years They're No Longer Aliens. The...
+73511,All is fair in love and real estate.
+139715,When there's no more room in Hell the dead wi...
+90369,Live every moment love every minute
+98568,Welcome to our nightmare!
+380733,It's all or nothing
+285743,Hell ain't got a prayer.
+362765,Be careful what you listen for.
+15239,He was 98lbs. of solid nerd until he became...
+15624,There are two sides to every love story.
+198370,Surprise parties rarely go well.
+15389,Finally... A film about the downwardly mobile.
+308467,Their fate...is in his hands.
+8193,He's out to prove he's got nothing to prove.
+188166,Revenge comes home
+23827,What Happens When You Sleep?
+762,And now! At Last! Another film completely diff...
+64499,Life's no walk in the park
+47546,The film contrasts two views of role that the ...
+19204,The seven dreaded gateways to Hell are conceal...
+9029,Get Lucky
+43743,There once was a wolf named Lupold...
+10238,A haunting and shattering film experience.
+3059,The Cruel Hand of Intolerance
+65203,The pulsating drama of Broadway's bared heart ...
+764,The Ultimate Experience In Grueling Terror
+103620,I Warned You Not to Go Out Tonight.
+319069,The Six-Day War Uncut.
+79161,Do you really want to know your parents?
+389,Life is in their hands. Death is on their minds.
+52032,Sometimes love really is a bitch.
+3078,TOGETHER... for the first time
+38810,The cat is the most feared animal there is!
+21525,In his own words
+55123,They ran away from everything but each other.
+11980,On ancient ground at the edge of the world a...
+11956,No man. No job. No cat.
+1550,She's the one in every family.
+8942,On the long road friendship is everything.
+13282,A Cross Country Road Wreck!
+426067,The hot spot where Satan's waitin'.
+324352,Sometimes the boy next door is more than the b...
+27420,Some kids are dying to graduate...
+80468,Your number is up.
+84188,Power. Manipulation. Obedience.
+2255,It's not who you love. It's how.
+14290,Never underestimate an overachiever.
+44490,REMEMBER THOSE GAMES WE USED TO PLAY?
+378237,"Prequel to ""5th of a Degree."""
+431,Don't look for a reason... Look for a way out.
+60420,I Want You. I Need You. I Love You. I Miss You.
+20520,Out of Place in the Middle of Nowhere.
+109729,It's not the hills.
+78307,A drug dealer. An addict. A runaway. The story...
+12247,Two families. One feud. No going back.
+29917,How far would you go to win the ultimate job?
+24869,dreams
+77934,Everybody needs some bunny to love.
+34697,A Controversial Thriller of Murder and Revenge.
+306667,The summer they'll never forget
+18533,The Man. The Myth. The Celebrity.
+376010,Your soul is at stake in Religion Arizona.
+139948,One Year on the Front Lines of the Battle to S...
+77332,Heard any good stories lately?
+70478,The Unpublishable Novel Is Now America's Most ...
+35073,It's alive !
+9659,The Maximum Force Of The Future
+10218,Cocktails first. Questions later.
+391,In his own way he is perhaps the most dangero...
+43595,Mae West gives a 'Hot Time' to the nation!
+54897,Never Underestimate The Power Of Grace ...
+53256,Imagine the possibilities.
+40920,Sometimes going home is the hardest journey of...
+287815,A FILM ABOUT THE WORLD'S 27 MILLION MOST TERRI...
+14758,A hard man... is good to find.
+13363,From one of the acclaimed writers of Star Trek...
+21334,A Little Secret...Their Biggest Adventure!
+79120,A (sort of) love story between two guys over a...
+27995,A Seriously Sexy Comedy
+5822,The Film that THE MAN doesn't want you to see!
+39141,Everyone says he should date girls his own age...
+5723,How often do you find the right person?
+50497,Set in 1974 and based on true events.
+13187,That's what Christmas is all about Charlie Br...
+178862,16 porn stars reveal more than just their nake...
+84355,A comedy about doing the right thing with the ...
+18632,Man's best friend makes the worst accomplice.
+40652,She Loves Two Men... She is Married to One!
+339408,The Untold Story of Nat Turner
+266857,Dream big. Make it happen?
+18925,Never give up. Never back down. Never lose faith.
+299245,Every School Has Its Spirit
+985,Where your nightmares end...
+34101,Bobby Taylor was on his way to becoming a star...
+9821,The quest for friendship is the noblest cause ...
+65448,There's only one way out and 100 fools stand ...
+18841,No One Can Stand Its Mental Power!
+175291,Get ready for the night of your life
+13538,Let the revenge fit the crime
+51130,The Pull-No-Punch drama of men chained togethe...
+270554,To Serve & Terminate
+72086,Locked in the cold asylum of his mind - a sane...
+473,There will be no order only chaos
+90414,Just Your Typical Boy-Loves-Girl Who Doesn't L...
+111794,A comedy so real you'll think it's fiction.
+9372,The first ever reality-based movie ... everyth...
+85860,An Ancient Game Becomes A Deadly Sport.
+244534,Family is the gift that keeps on taking.
+33468,Alive... without a body... fed by an unspeakab...
+294086,Do We Stand Out or Do We Fit In?
+74777,There are fates worse than death.
+16388,Sometimes the Best Friends Are the Ones You've...
+47607,Aura would like you to know that she is having...
+193603,Southern Fried Horror
+174362,The Limiting Factor Is The Mind
+242095,R U Agitated?
+158895,Sometimes You Have to Lose Your Life in Order ...
+125537,two brothers four women and the search for Ma...
+326576,The past is present.
+228550,Mom's Pretty Mad At Me
+13963,It Started as a Concert. It Became a Celebration.
+290391,Five girls one secret. Revenge stalks them in...
+42151,You're only as good as the people you know.
+2292,Just because they serve you doesn't mean they ...
+42497,A unique experience in visual fantasy!
+14585,Are all men bastards...or just misunderstood?
+38780,Vengeance is ruthless.
+255266,Getting divorced does funny things to a girl
+226458,nederlands
+86304,May The Best Man Win
+692,An exercise in poor taste.
+39851,When you don't have a choice you change.
+157185,Everything You've Heard is True
+36095,Madness. Terror. Murder.
+182291,Two gangs. One secret. One crossroad.
+124606,Sometimes you've got to break the rules
+14337,What happens if it actually works?
+9367,He didn't come looking for trouble but troubl...
+72766,A newlywed couple's honeymoon is upended by th...
+126186,A New Yorker in Shanghai
diff --git a/data/taxi_owners.csv b/data/taxi_owners.csv
new file mode 100644
index 0000000..9ba470d
--- /dev/null
+++ b/data/taxi_owners.csv
@@ -0,0 +1,3521 @@
+rid,vid,owner,address,zip
+T6285,6285,AGEAN TAXI LLC,4536 N. ELSTON AVE.,60630
+T4862,4862,MANGIB CORP.,5717 N. WASHTENAW AVE.,60659
+T1495,1495,"FUNRIDE, INC.",3351 W. ADDISON ST.,60618
+T4231,4231,ALQUSH CORP.,6611 N. CAMPBELL AVE.,60645
+T5971,5971,EUNIFFORD INC.,3351 W. ADDISON ST.,60618
+T3311,3311,AHMED VOHRA CAB CO.,9696 W. FOSTER AVE.,60656
+T3761,3761,TROJAN CAB CORP,9696 W. FOSTER AVE.,60656
+T1918,1918,HARRAH INC,2601 W. PETERSON AVE.,60659
+T3446,3446,LUNA TAXICAB INC.,3351 W. ADDISON ST.,60618
+T1617,1617,AMPLE SUN CAB CORP.,2617 S. WABASH AVE.,60616
+T3867,3867,T-BAR TAXI LLC,2532 W. WARREN BLVD.,60612
+T1236,1236,YC20 LLC,3351 W. ADDISON ST.,60618
+T2164,2164,COMPUTER CAB CO,4626 W. CORNELIA AVE.,60641
+T3399,3399,HAFFARY & BAIICHE CORP.,2601 W. PETERSON AVE.,60659
+T6324,6324,IAMA EXPRESS INC,3351 W. ADDISON ST.,60618
+T5494,5494,NBA TAXI INC.,4020 W. GLENLAKE AVE.,60646
+T227,227,BABY CAB CORP.,2617 S. WABASH AVE.,60616
+T1609,1609,MG & KA INC,3351 W. ADDISON ST.,60618
+T1447,1447,SNOWSTORM II HACKING CORP.,2617 S. WABASH AVE.,60616
+T468,468,M ASANTE INC.,3351 W. ADDISON ST.,60618
+T799,799,ALAM ENT INC.,5501 N. MELVINA AVE.,60630
+T5694,5694,RAR CAB LLC,9696 W. FOSTER AVE.,60656
+T2658,2658,WHITE STAR TAXI INC,3351 W. ADDISON ST.,60618
+T6232,6232,VOYAGER CORP,5416 N. BROADWAY,60640
+T4961,4961,EDUARDO MANZANAREZ,3351 W. ADDISON ST.,60618
+T742,742,HAAEK CORP,6550 N. CLARK ST.,60626
+T3595,3595,JULY CAB CORP.,2617 S. WABASH AVE.,60616
+T3747,3747,COHEN CAB CORP.,5416 N. BROADWAY ST.,60640
+T1484,1484,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T604,604,SUSAN CAB CORP.,2617 S. WABASH AVE.,60616
+T710,710,FLORINA INC.,6500 N. WESTERN AVE.,60645
+T3895,3895,GILMART ENTERPRISES INC.,3351 W. ADDISON ST.,60618
+T3765,3765,GANIYU O DARANIJO,707 W. WAVELAND AVE.,60613
+T88,88,NECT 15 LLC,6500 N. WESTERN AVE.,60645
+T2663,2663,"ANGELA TRANS, INC.",2601 W. PETERSON AVE.,60659
+T616,616,FOUTA INC.,9696 W. FOSTER AVE.,60656
+T3916,3916,ALADIN TAXICAB INC,9696 W. FOSTER AVE.,60656
+T1843,1843,MYHATTONE SYSTEM INC,2532 W. WARREN BLVD.,60612
+T6632,6632,ON THE GO CAB CO INC,3351 W. ADDISON ST.,60618
+T5122,5122,ALLIVE TAXI INC,4827 N. SHERIDAN RD.,60640
+T4059,4059,SLSJETS V CAB CORP.,2617 S. WABASH AVE.,60616
+T6652,6652,TANVIR ENTERPRISES INC.,3351 W. ADDISON ST.,60618
+T3874,3874,DRAKE USA INC,2945 W. PETERSON AVE.,60659
+T1302,1302,CHICAGO MEDALLION SEVEN LLC.,9696 W. FOSTER AVE.,60656
+T5147,5147,"I & B MIDWEST ENTERPRISE, INC.",2617 S. WABASH AVE.,60616
+T2933,2933,RYL SERVICES LLC,9696 W. FOSTER AVE.,60656
+T3825,3825,SETARE INC.,2945 W. PETERSON AVE.,60659
+T4966,4966,SAHOO TRANSPORT INC,1605 W. LUNT AVE.,60626
+T2579,2579,SANTORINI FIVE CAB CORP.,4536 N. ELSTON AVE.,60630
+T2405,2405,AVENUE TRANSPORTATION INC,9696 W. FOSTER AVE.,60656
+T306,306,SORIN TRANS INC,2800 W. PETERSON AVE.,60659
+T3249,3249,STNY TAXI CORP.,4536 N. ELSTON AVE.,60630
+T5229,5229,PUNJAB CORP,3351 W. ADDISON ST.,60618
+T2182,2182,SAMGATE ACKERPATT,5056 W. NEWPORT AVE.,60641
+T5634,5634,"TAXI MEDALLION GROUP, LLC SERIES 31",4175 N. ELSTON AVE.,60618
+T223,223,FLORINA INC.,6500 N. WESTERN AVE.,60645
+T5119,5119,MOHAMMAD A. AHMED,4111 N. RIDGEWAY AVE.,60618
+T744,744,SIMB TAXI COMPANY,3351 W. ADDISON ST.,60618
+T1141,1141,YC19 LLC,3351 W. ADDISON ST.,60618
+T4892,4892,TALHA EXPRESS INC.,6536 N. HOYNE AVE.,60645
+T2974,2974,SHARIF INC,9696 W. FOSTER AVE.,60656
+T4227,4227,TRIBECA THREE CAB CORP.,4536 N. ELSTON AVE.,60630
+T4211,4211,CHITOWN CAB INC #1,4020 W. GLENLAKE AVE.,60646
+T5182,5182,MEKONNEN CORP.,4626 W. CORNELIA AVE.,60641
+T3888,3888,A C C TAXI CO,5200 N. OTTO AVE.,60656
+T2492,2492,PAROS CAB CORP.,2945 W. PETERSON AVE.,60659
+T5163,5163,SUNSHINE CHICAGO INC,4626 W. CORNELIA AVE.,60641
+T6308,6308,ZAKARIA EXPRESS INC,3351 W. ADDISON ST.,60618
+T2938,2938,SMC CAB CORP.,3351 W. ADDISON ST.,60618
+T4768,4768,ANDREAJOSHCOMF. CORP,3351 W. ADDISON ST.,60618
+T3894,3894,COLOMBO CAB INCORPORATED,3351 W. ADDISON ST.,60618
+T4448,4448,BMC CAB CORP.,3351 W. ADDISON ST.,60618
+T1429,1429,KAPO TAXI CORP,2601 W. PETERSON AVE.,60659
+T4909,4909,EDEN KELETA CAB CORP,6550 N. CLARK ST.,60626
+T60,60,NECT 18 LLC,6500 N. WESTERN AVE.,60645
+T1186,1186,TAXALE TAXI INC,2617 S. WABASH AVE.,60616
+T1366,1366,A & S CAB CO INC,2028 W. CONCORD PL.,60647
+T264,264,TAURUS CAB INC,6500 N. WESTERN AVE.,60645
+T3387,3387,SABIR'S CORP,9696 W. FOSTER AVE.,60656
+T2469,2469,BHATTI TAXI INC,4626 W. CORNELIA AVE.,60641
+T2379,2379,OMEGA TAXI,6550 N. CHOICE ST.,60626
+T438,438,MCCAB VIII CORP.,4626 W. CORNELIA AVE.,60641
+T1111,1111,CRAZY JEFFREY CAB CORP,2617 S. WABASH AVE.,60616
+T3475,3475,CIVIC CORP,5200 N. OTTO AVE.,60656
+T1537,1537,"CHICAGO POLO V, INC.",2617 S. WABASH AVE.,60616
+T2602,2602,MARWILL CAB COMPANY,1834 N. DAMEN AVE.,60647
+T3593,3593,MAXIMA CAB COMPANY,9696 W. FOSTER AVE.,60656
+T4144,4144,TAXI MEDALLION GROUP LLC SERIESXXVI,4175 N. ELSTON AVE.,60618
+T353,353,MCCAB XXIII CORP.,4626 W. CORNELIA AVE.,60641
+T1082,1082,MERCIFUL GOD LLC,6549 N. FRANCISCO AVE.,60645
+T5976,5976,BELICAGO TAXI LLC,3351 W. ADDISON ST.,60618
+T5510,5510,MIRACLE EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T3022,3022,FEMDOT INC,3351 W. ADDISON ST.,60618
+T6076,6076,SAIED A SARVINEHBAGHI,6160 N. DAMEN AVE.,60659
+T5052,5052,TAJ CAB CO INC,3351 W. ADDISON ST.,60618
+T2005,2005,ESQUEDA SERVICES INC,4626 W. CORNELIA AVE.,60641
+T3994,3994,RUMEX INC,5415 N. SHERIDAN RD.,60640
+T2738,2738,ABBAS CAB CO.,3351 W. ADDISON ST.,60618
+T3579,3579,"RUBA TRANS INC.,",3351 W. ADDISON ST.,60618
+T5872,5872,LUCKY SEVEN CHICAGO THREE INC.,2617 S. WABASH AVE.,60616
+T5885,5885,HEBRON TRANS INC,4118 W. LAWRENCE AVE.,60630
+T4713,4713,SONU INC.,3351 W. ADDISON ST.,60618
+T6109,6109,WEDI AFOM INC,6550 N. CLARK ST.,60626
+T6761,6761,SALMA & YOUSEF CAB INC.,9696 W. FOSTER AVE.,60656
+T6465,6465,BELAY CORP,6550 N. CLARK ST.,60626
+T582,582,"CHICAGO POLO XIII, INC.",2617 S. WABASH AVE.,60616
+T2264,2264,MARU CORP,4626 W. CORNELIA AVE.,60641
+T492,492,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T2308,2308,FAST CAB COMPANY,4175 N. ELSTON AVE.,60618
+T2844,2844,JKC TAXI CORP.,4626 W. CORNELIA AVE.,60641
+T3543,3543,ANDREW AND AUDREY CAB CORP.,9696 W. FOSTER AVE.,60656
+T2737,2737,AUGUST CAB CORP.,2617 S. WABASH AVE.,60616
+T5287,5287,HUMZA CAB CO,2532 W. WARREN BLVD.,60612
+T5110,5110,RAZA CAB INC,4626 W. CORNELIA AVE.,60641
+T4053,4053,ADWAR H NIKOLA,5508 N. ARTESIAN AVE.,60625
+T5519,5519,WOLFGANG'S CAB COMPANY,8001 S. DR MARTIN LUTHER KING JR DR.,60619
+T4380,4380,WISE BEAT INC,2532 W. WARREN BLVD.,60612
+T3515,3515,MAS TAXI INC,9696 W. FOSTER AVE.,60656
+T4777,4777,CHATHA ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T800,800,"CHICAGO POLO X, INC.",2617 S. WABASH AVE.,60616
+T3974,3974,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T4134,4134,HOLLY BULL CAB CORP,4020 W. GLENLAKE AVE.,60646
+T2036,2036,AWALE COMPANY,6307 N. TALMAN AVE.,60659
+T4683,4683,4683 TAXI INC,4118 W. LAWRENCE AVE.,60630
+T535,535,DERYJES INC,4626 W. CORNELIA AVE.,60641
+T5726,5726,W TAXI INC.,3351 W. ADDISON ST.,60618
+T5253,5253,MUN OK SUH,1761 W. MORSE AVE.,60626
+T2773,2773,JOZI CAB CO,3351 W. ADDISON ST.,60618
+T6268,6268,H & R CAB CORP.,3351 W. ADDISON ST.,60618
+T6124,6124,OHARE-MIDWAY INC.,4626 W. CORNELIA AVE.,60641
+T74,74,GREVENA CORP,3351 W. ADDISON ST.,60618
+T3600,3600,AKAL CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T3884,3884,VICENTE CALDERON,2529 W. 45TH PL.,60632
+T5236,5236,MAS TAXI INC,9696 W. FOSTER AVE.,60656
+T1569,1569,CATCH A CAB CORP.,3351 W. ADDISON ST.,60618
+T1165,1165,B & T CAB CO,3351 W. ADDISON ST.,60618
+T1872,1872,AQUA ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T783,783,VJOSA CAB CO.,2601 W. PETERSON AVE.,60659
+T2662,2662,DEFIANCE TAXI LLC,3351 W. ADDISON ST.,60618
+T159,159,MCCAB VI CORP.,4626 W. CORNELIA AVE.,60641
+T2625,2625,C DORTCH INC,4536 N. ELSTON AVE.,60630
+T6680,6680,M IBRAHIM INC,4118 W. LAWRENCE AVE.,60630
+T5793,5793,"TAXI MEDALLION GROUP, LLC SERIES 32",4175 N. ELSTON AVE.,60618
+T1745,1745,SENEGAL TRANSIT INC.,3351 W. ADDISON ST.,60618
+T1730,1730,ANAYA TRANS INC,2601 W. PETERSON AVE.,60659
+T2892,2892,TERRA TAXI THREE CORP.,6500 N. WESTERN AVE.,60645
+T5914,5914,MAHAL CAB CO.,2857 W. GLENLAKE AVE.,60659
+T2338,2338,OLA CAB INCORPORATED,8622 S. CHAPPEL AVE.,60617
+T4141,4141,"AMPONSAH, CORP.",2601 W. PETERSON AVE.,60659
+T4629,4629,HUMIDITY II HACKING CORP.,2617 S. WABASH AVE.,60616
+T4074,4074,BUKHARI ENT INC.,4118 W. LAWRENCE AVE.,60630
+T4370,4370,ADEFAMCO CORP.,2601 W. PETERSON AVE.,60659
+T2866,2866,OK J. KANG CO.,4020 W. GLENLAKE AVE.,60646
+T1868,1868,J & I CAB CORP,2617 S. WABASH AVE.,60616
+T3566,3566,STAR CAB CO.,6550 N. CLARK ST.,60626
+T2050,2050,NECT 13 LLC,6500 N. WESTERN AVE.,60645
+T814,814,MCCAB IX CORP.,4536 N. ELSTON AVE.,60630
+T4293,4293,AMADEO CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T4313,4313,ULTRA INVESTMENT CORP,3351 W. ADDISON ST.,60618
+T6760,6760,ABU RAYYAN INC.,9696 W. FOSTER AVE.,60656
+T1498,1498,SAFARI TAXI INC,6315 N. HERMITAGE AVE.,60660
+T2281,2281,SHERRY CAB CO INC,3351 W. ADDISON ST.,60618
+T5686,5686,EFFISCO CORP,2106 W. FARRAGUT AVE.,60625
+T6407,6407,NAVEAD INC,9696 W. FOSTER AVE.,60656
+T2127,2127,2 FATIMA INC,2601 W. PETERSON AVE.,60659
+T4698,4698,MARYA CAB INC.,6550 N. CLARK ST.,60626
+T4834,4834,UNAISHA INC.,9696 W. FOSTER AVE.,60656
+T3542,3542,SADEGH HATAMI,5701 N. SHERIDAN RD.,60660
+T4785,4785,MEMONA CAB CORP.,6550 N. CLARK ST.,60626
+T3370,3370,JOTI CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T1858,1858,AUGUST CAB CORP.,2617 S. WABASH AVE.,60616
+T2462,2462,PARK WEST EXPRESS INC,9696 W. FOSTER AVE.,60656
+T2843,2843,1 SUPER STAR CAB CO,4626 W. CORNELIA AVE.,60641
+T4736,4736,INDUS CAB CO,3351 W. ADDISON ST.,60618
+T5238,5238,"KHOUDIASTA, INC.",3351 W. ADDISON ST.,60618
+T3568,3568,"AIH, CORP.",3149 W. 59TH ST.,60629
+T986,986,BETHUNE TAXI LLC,4536 N. ELSTON AVE.,60630
+T2487,2487,SHALMAN TRANS INC,4626 W. CORNELIA AVE.,60641
+T6914,6914,MASRI INC,4118 W. LAWRENCE AVE.,60630
+T1205,1205,"WADOOD, INC",9696 W. FOSTER AVE.,60656
+T3877,3877,LUXOR INC,9696 W. FOSTER AVE.,60656
+T4012,4012,TRAVEL SURF INC,2601 W. PETERSON AVE.,60659
+T6728,6728,SAMOS CAB CORP,2945 W. PETERSON AVE.,60659
+T4152,4152,LEIPZIG TAXI LLC,4536 N. ELSTON AVE.,60630
+T6624,6624,TAXI 4 YOU INC,3351 W. ADDISON ST.,60618
+T3587,3587,ORANMONSE INC,3351 W. ADDISON ST.,60618
+T1187,1187,KA TAXICAB CO,4626 W. CORNELIA AVE.,60641
+T711,711,JZG TRANSIT CO.,2617 S. WABASH AVE.,60616
+T5271,5271,MANAL & NAHLA CAB CO,2601 W. PETERSON AVE.,60659
+T1612,1612,NJ CAB CO,4020 W. GLENLAKE AVE.,60646
+T6797,6797,PAULA H CORP.,2617 S. WABASH AVE.,60616
+T5134,5134,"REMEMBER TAXI, INC.",4626 W. CORNELIA AVE.,60641
+T1452,1452,MILOS CAB CORP,2945 W. PETERSON AVE.,60659
+T6463,6463,SAPEX INC,4626 W. CORNELIA AVE.,60641
+T1567,1567,MORAN TAXI INC,3351 W. ADDISON ST.,60618
+T4986,4986,AMC CAB CORP.,3351 W. ADDISON ST.,60618
+T1425,1425,FRAOUCENE CAB COMPANY,6550 N. CLARK ST.,60626
+T5645,5645,FOZIA CAB CO,4118 W. LAWRENCE AVE.,60630
+T1847,1847,KASSEM CAB CO.,2532 W. WARREN BLVD.,60612
+T3092,3092,KENNIX CORP,1733 W. 33RD ST.,60608
+T4618,4618,CHICAGO MEDALLION FOUR LLC.,9696 W. FOSTER AVE.,60656
+T6741,6741,"HARRIS 6741, INC.",2601 W. PETERSON AVE.,60659
+T5480,5480,AAIMA CORP,4020 W. GLENLAKE AVE.,60646
+T6188,6188,CHOICE ENTERPRISE INC.,6550 N. CLARK AVE.,60626
+T6946,6946,SUNFLOWER CAB CO.,3351 W. ADDISON ST.,60618
+T903,903,MEDALLION FUNDING CHICAGO CORP II,4626 W. CORNELIA AVE.,60641
+T1655,1655,SILKY CAB CORP.,9696 W. FOSTER AVE.,60656
+T5174,5174,BIRCHWOOD TAXI LLC,4536 N. ELSTON AVE.,60630
+T2060,2060,MAKATI INC.,2532 W. WARREN BLVD.,60612
+T2671,2671,SOPHIE TAXI LLC,4175 N. ELSTON AVE.,60618
+T1005,1005,HIGHWAY CAB CO,4626 W. CORNELIA AVE.,60641
+T2988,2988,G & G CAB CORPORATION,4626 W. CORNELIA AVE.,60641
+T779,779,HBO CAB CORP,3351 W. ADDISON ST.,60618
+T6294,6294,ALI BROTHERS USA INC,3351 W. ADDISON ST.,60618
+T962,962,MAMA FOUR CAB CORP.,2617 S. WABASH AVE.,60616
+T3921,3921,CHITOWN CAB INC # II,4020 W. GLENLAKE AVE.,60646
+T314,314,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T2065,2065,SBD TAXICAB INC,920 W. LAKESIDE PL.,60640
+T2336,2336,LUBOK INC,3351 W. ADDISON ST.,60618
+T6831,6831,FILE ZANI CORP.,2601 W. PETERSON AVE.,60659
+T5961,5961,QUETTA CAB CO,3351 W. ADDISON ST.,60618
+T4518,4518,DEBESAI CORP.,6550 N. CLARK ST.,60626
+T6201,6201,CHOICE ENTERPRISE INC.,6550 N. CLARK AVE.,60626
+T4959,4959,SLSJETS II CAB CORP.,2617 S. WABASH AVE.,60616
+T5107,5107,ILIRIA TAXI INC,5549 S. MCVICKER AVE.,60638
+T1243,1243,YC21 LLC,3351 W. ADDISON ST.,60618
+T2689,2689,LUCKY 7 CAB COMPANY,1834 N. DAMEN AVE.,60647
+T2151,2151,GETWAY CAB CORP,4020 W. GLENLAKE AVE.,60646
+T6951,6951,BIG APPLE CAB TWO CO,3351 W. ADDISON ST.,60618
+T4932,4932,TAXI MEDALLION GROUPLLC-SERIESXVIII,4175 N. ELSTON AVE.,60618
+T2980,2980,CHICAGOS FIVE STAR EXPRESS INC,3351 W. ADDISON ST.,60618
+T374,374,GALA CAB CORP.,2617 S. WABASH AVE.,60616
+T3546,3546,WHITE WATER CAB,3005 W. FARGO AVE.,60645
+T5012,5012,CHICAGO MEDALLION FIVE LLC,9696 W. FOSTER AVE.,60656
+T1430,1430,LUQMAN CORPORATION,3351 W. ADDISON ST.,60618
+T3335,3335,TRIBECA TWO CAB CORP.,4536 N. ELSTON AVE.,60630
+T1233,1233,AYRTON SENNA TRANS INC,2601 W. PETERSON AVE.,60659
+T242,242,NABLUS CAB CO,9696 W. FOSTER AVE.,60656
+T4774,4774,MYKONOS CAB CORP.,2945 W. PETERSON AVE.,60659
+T2009,2009,ASGAR CAB CORP,9696 W. FOSTER AVE.,60656
+T1789,1789,SKOKIE CAB CO.,4626 W. CORNELIA AVE.,60641
+T1979,1979,NEW MILLENNIUM INC. #1,4020 W. GLENLAKE AVE.,60646
+T2209,2209,"""LTD & G,"" INC.",9696 W. FOSTER AVE.,606560
+T5472,5472,AIRPORT EXPRESS CAB COMPANY,7801 W. RASCHER AVE.,60656
+T530,530,EBELLE INC.,3351 W. ADDISON ST.,60618
+T1520,1520,MY CHICAGO TAXI INC,4118 W. LAWRENCE AVE.,60630
+T228,228,D & G CAB CORP,2617 S. WABASH AVE.,60616
+T3940,3940,WE CAB CO.,2945 W. PETERSON AVE.,60659
+T3402,3402,JP DHAKA INC,2601 W. PETERSON AVE.,60659
+T1256,1256,YC21 LLC,3351 W. ADDISON ST.,60618
+T2779,2779,OAM INC,4626 W. CORNELIA AVE.,60641
+T4443,4443,IMAGIN CAB CORP,3351 W. ADDISON ST.,60618
+T6674,6674,WARSAN CAB COMPANY,2945 W. PETERSON AVE.,60659
+T1972,1972,JESUS IS LORD CORP.,3351 W. ADDISON ST.,60618
+T2406,2406,HASINA CORP,9696 W. FOSTER AVE.,60656
+T3411,3411,ROSAR CORPORATION,2601 W. PETERSON AVE.,60659
+T454,454,BIG CITY TAXI CORP.,4536 N. ELSTON AVE.,60630
+T5102,5102,LUIS FABARA,5853 W. WARWICK AVE.,60634
+T2758,2758,SETARE INC.,2945 W. PETERSON AVE.,60659
+T3439,3439,3439 TAXI INC,2601 W. PETERSON AVE.,60659
+T967,967,"DJEM 2 TRANS, INC",2601 W. PETERSON AVE.,60659
+T3453,3453,GO CAB INC.,4020 W. GLENLAKE AVE.,60646
+T5075,5075,KHURD CAB CO,2035 W. GRANVILLE AVE.,60659
+T5393,5393,ADRIATIC CAB CO,6516 W. HIGGINS AVE.,60656
+T2395,2395,PARIKH ENTERPRISES I INC,9696 W. FOSTER AVE.,60656
+T2136,2136,MICHIALE CORP.,4626 W. CORNELIA AVE.,60641
+T2374,2374,MY CHASE TAXI INC.,4118 W. LAWRENCE AVE.,60630
+T4098,4098,S M K & A CAB CO,9696 W. FOSTER AVE.,60656
+T2485,2485,RIDGEVIEW CAB CORP.,9696 W. FOSTER AVE.,60656
+T217,217,MR TAXI 2 INC,3351 W. ADDISON ST.,60618
+T2056,2056,J & I CAB CORP,2617 S. WABASH AVE.,60616
+T4520,4520,IL 5 CORP.,3801 N. ELSTON AVE.,60618
+T5849,5849,SUPER VENTURE CORP,3351 W. ADDISON ST.,60618
+T2306,2306,ROCKY H ENTERPRISES INC.,6501 N. KEDZIE AVE.,60645
+T2441,2441,D. K. ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T4590,4590,CASBAH CAB COMPANY,3351 W. ADDISON ST.,60618
+T161,161,MCCAB XIV CORP.,4626 W. CORNELIA AVE.,60641
+T2012,2012,ITHAKA CAB CORP,2945 W. PETERSON AVE.,60659
+T6732,6732,TAXI MEDALLION GROUP LLC-SERIES 35,4175 N. ELSTON AVE.,60618
+T2953,2953,ROADWAY INC,4118 W. LAWRENCE AVE.,60630
+T1251,1251,JO JO CAB CO,6329 N. KOLMAR AVE.,60646
+T4232,4232,ZAF CAB CORP,9696 W. FOSTER AVE.,60656
+T5168,5168,"CHICAGO POLO VIII, INC.",2617 S. WABASH AVE.,60616
+T2746,2746,"MIDWEST CAB CO, INC",4020 W. GLENLAKE AVE.,60646
+T4265,4265,ROCKY CAB INC,4626 W. CORNELIA AVE.,60641
+T4588,4588,JBL Express Inc.,4626 W. CORNELIA AVE.,60641
+T1497,1497,MIL'S ENTERPRIESES INC,9696 W. FOSTER AVE.,60656
+T356,356,TAURUS CAB INC,6500 N. WESTERN AVE.,60645
+T32,32,H. H. JAFFRI INC.,4118 W. LAWRENCE AVE.,60630
+T1148,1148,KAMALUXE INC.,2532 W. WARREN BLVD.,60612
+T16,16,ROADWAY CAB CO,4301 W. MONTROSE AVE.,60641
+T5465,5465,ATHINA CAB CORP.,2945 W. PETERSON AVE.,60659
+T4925,4925,FATHAMA NAJOM INC.,6345 N. CAMPBELL AVE.,60659
+T3907,3907,Z & A CAB CO,3828 N. FRANCISCO AVE.,60618
+T2117,2117,H.P. CAB INC,9696 W. FOSTER AVE.,60656
+T4004,4004,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T1519,1519,BIK INC.,5148 W. WOLFRAM ST.,60641
+T5447,5447,5447 CAB CORPORATION,4626 W. CORNELIA AVE.,60641
+T6931,6931,T.D. CAB COMPANY,9696 W. FOSTER AVE.,60656
+T3036,3036,LUCKY 7 CAB COMPANY,1834 N. DAMEN AVE.,60647
+T1722,1722,RKJ CAB CO,4020 W. GLENLAKE AVE.,60646
+T3386,3386,BALEPO EXPRESS INC,2532 W. WARREN BLVD.,60612
+T5786,5786,DEHAI CAB INC.,4626 W. CORNELIA AVE.,60641
+T4195,4195,IMOLA TAXI LLC,4536 N. ELSTON AVE.,60630
+T4240,4240,SHRESTHA TRANS INC,2601 W. PETERSON AVE.,60659
+T5084,5084,CARE CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T6659,6659,ABNS INC,2601 W. PETERSON AVE.,60659
+T299,299,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T1465,1465,BOULEVARD CORP,3801 N. ELSTON AVE.,60618
+T3851,3851,SANG IN,4626 W. CORNELIA AVE.,60641
+T107,107,DAMMA CAB CORP,2617 S. WABASH AVE.,60616
+T904,904,MEDALLION FUNDING CHICAGO CORP II,4626 W. CORNELIA AVE.,60641
+T5789,5789,"JEHAN TRANS, INC.",2601 W. PETERSON AVE.,60659
+T2184,2184,GOALS TAXI INC,4020 W. GLENLAKE AVE.,60646
+T3695,3695,W CITY CAB LLC,2719 N. KIMBALL AVE.,60647
+T4129,4129,J & N TAXI INC.,6550 N. CLARK ST.,60626
+T152,152,"TYLER CRAZY ABOUT CHICAGO, INC.",2617 S. WABASH AVE.,60616
+T233,233,"BOLBLIK, INC.",2601 W. PETERSON AVE.,60659
+T6469,6469,TEDLA INC,763 E. OAKWOOD BLVD.,60653
+T5977,5977,HUNDAL CAB INC,9696 W. FOSTER AVE.,60656
+T4436,4436,HUDSON CAB CORP.,4536 N. ELSTON AVE.,60630
+T4140,4140,SALEH CAB CORP,3351 W. ADDISON ST.,60618
+T6280,6280,"TANAKA TRANS CORP., II",4626 W. CORNELIA AVE.,60641
+T6814,6814,MICHELLE CORP,2945 W. PETERSON AVE.,60659
+T6288,6288,"TAXI MEDALLION GROUP, LLC - SERIES I",4175 N. ELSTON AVE.,60618
+T4640,4640,SNOWCAT TAXI LLC,2532 W. WARREN BLVD.,60612
+T1964,1964,LIGHT BREEZE CAB CORP.,2617 S. WABASH AVE.,60616
+T1365,1365,BACHCHA CORP,4118 W. LAWRENCE AVE.,60630
+T576,576,LULU FOUR INC,2617 S. WABASH AVE.,60616
+T6344,6344,MYNEWLOVE INC.,3351 W. ADDISON ST.,60618
+T2145,2145,YASEEN CAB CO,2202 N. ROCKWELL ST.,60647
+T2621,2621,TOWER CAB CO.,4626 W. CORNELIA AVE.,60641
+T3924,3924,SNOWBLIND CAB CORP,2617 S. WABASH AVE.,60616
+T2912,2912,GELILA CORP,5416 N. BROADWAY,60640
+T5501,5501,LULYA TRANS INC,2601 W. PETERSON AVE.,60659
+T1080,1080,YC18 LLC,3351 W. ADDISON ST.,60618
+T5337,5337,SHABBIR ALIMOHAMMAD,6301 N. SHERIDAN RD.,60660
+T5819,5819,"MDT TRANS, INC.",9696 W. FOSTER AVE.,60656
+T6008,6008,CHICAGO POLO VII INC.,2617 S. WABASH AVE.,60616
+T4977,4977,GHAFFAR CAB CO,9696 W. FOSTER AVE.,60656
+T5505,5505,POWERHOUSE TAXI LLC,2532 W. WARREN BLVD.,60612
+T2717,2717,NBA TAXI INC II,4020 W. GLENLAKE AVE.,60646
+T4036,4036,PADO CAB INC.,3351 W. ADDISON ST.,60618
+T6314,6314,TAXI MEDALLION GROUP LLC - SERIES 33,4175 N. ELSTON AVE.,60618
+T4021,4021,TAXI MEDALLION GROUP LLC SERIES XIV,4175 N. ELSTON AVE.,60618
+T3247,3247,Z L R CORP,2601 W. PETERSON AVE.,60659
+T381,381,MASS MEDIA LINK CO.,4118 W. LAWRENCE AVE.,60630
+T2992,2992,GATEWAY CAB CO,4626 W. CORNELIA AVE.,60641
+T4018,4018,JIBICHO INC,3351 W. ADDISON ST.,60618
+T3964,3964,ATLAS LIONS HOLDINGS INC,4118 W. LAWRENCE AVE.,60630
+T5307,5307,JOHN-AYISCO CORP,3351 W. ADDISON ST.,60618
+T1313,1313,CHICAGO MEDALLION SEVEN LLC.,9696 W. FOSTER AVE.,60656
+T6564,6564,ELEGANCE EXPRESS INC,3351 W. ADDISON ST.,60618
+T1480,1480,"FIERI, CORP",2601 W. PETERSON AVE.,60659
+T692,692,YAAH CAB CO,3351 W. ADDISON ST.,60618
+T4651,4651,HUMIDITY II HACKING CORP.,2617 S. WABASH AVE.,60616
+T1190,1190,CHICAGO DOWNTOWN CORP,2235 W. MAYPOLE AVE.,60612
+T1432,1432,AHDYKAY INC.,3351 W. ADDISON ST.,60618
+T6506,6506,EKB TAXI LLC,2532 W. WARREN BLVD.,60612
+T6366,6366,"CHICAGO POLO XIV, INC.",2617 S. WABASH AVE.,60616
+T2225,2225,ANDYKIM TRANS INC,4626 W. CORNELIA AVE.,60641
+T1841,1841,AGARTHA M. BAFFOUR,7540 N. RIDGE BLVD.,60645
+T5845,5845,"TAHIR Q RAZAVI, INC.",3351 W. ADDISON ST.,60618
+T6064,064,ASKOS INC,9696 W. FOSTER AVE.,60656
+T1581,1581,ABDULLAH CAB CO,9696 W. FOSTER AVE.,60656
+T1286,1286,CHICAGO TAXI INC,6500 N. WESTERN AVE.,60645
+T4160,4160,CHICAB THREE INC.,4020 W. GLENLAKE AVE.,60646
+T1091,1091,NECT 24 LLC,6500 N. WESTERN AVE.,60645
+T6524,6524,"SENAYT CAB, CO.",6550 N. CLARK ST.,60626
+T6216,6216,GO CAB INC.,4020 W. GLENLAKE AVE.,60646
+T6034,6034,ADIL & ZAINAB CORP,9696 W. FOSTER AVE.,60656
+T3089,3089,PETRUS CAB INC,2601 W. PETERSON AVE.,60659
+T2815,2815,2815 TAXI CORP,4118 W. LAWRENCE AVE.,60630
+T1759,1759,1759 INC.,2601 W. PETERSON AVE.,60659
+T2228,2228,WINNEMAC TAXI CORP,3351 W. ADDISON ST.,60618
+T1298,1298,FLAG CAB CORP.,3351 W. ADDISON ST.,60618
+T1459,1459,JAKE TRANSIT CO.,2617 S. WABASH AVE.,60616
+T6125,6125,FISKARDO CAB CO,2945 W. PETERSON AVE.,60659
+T4456,4456,MRS. TAXI INC,3351 W. ADDISON ST.,60618
+T645,645,THREE DAUGHTERS CAB CO,6141 N. WASHTENAW AVE.,60659
+T793,793,"T.T. SHAZ, INC.",9696 W. FOSTER AVE.,60656
+T6426,6426,ALI BABBA EXPRESS INC.,4118 W. LAWRENCE AVE.,60630
+T5089,5089,ALGER 1 INC.,4626 W. CORNELIA AVE.,60641
+T4723,4723,NUMIDIA CO.,2601 W. PETERSON AVE.,60659
+T1739,1739,ISROLIZ CORPORATION,2800 W. PETERSON AVE.,60659
+T4848,4848,HASAN ZANI CORP.,2601 W. PETERSON AVE.,60659
+T6757,6757,PRACHA CORP.,4626 W. CORNELIA AVE.,60641
+T2993,2993,JOZI CAB CO,3351 W. ADDISON ST.,60618
+T3882,3882,LATAS CAB CO,3451 N. PACIFIC AVE.,60634
+T2214,2214,LEMAJ INC,2800 W. PETERSON ST.,60618
+T2902,2902,PJ CAB CO,4020 W. GLENLAKE AVE.,60646
+T4684,4684,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T2203,2203,NEMESIS CAB CORP.,2945 W. PETERSON AVE.,60659
+T3024,3024,"JBL EXPRESS II, INC.",4626 W. CORNELIA AVE.,60641
+T3212,3212,R & M CAB CORP,2601 W. PETERSON AVE.,60659
+T4340,4340,"WADOOD, INC",9696 W. FOSTER AVE.,60656
+T2156,2156,ALAMO CAB CO,9696 W. FOSTER AVE.,60656
+T2163,2163,CHICAB TWO INC,4020 W. GLENLAKE AVE.,60646
+T548,548,"LULU THREE, INC",2617 S. WABASH AVE.,60616
+T1774,1774,SHEULISHERI EXPRESS INC,9696 W. FOSTER AVE.,60656
+T1988,1988,LINCOLNSHIRE SERVICE CORP.,3801 N. ELSTON AVE.,60618
+T6886,6886,TAXI MEDALLION GROUP LLC-SERIES 38,4175 N. ELSTON AVE.,60618
+T3060,3060,AMR CAB CORP.,3351 W. ADDISON AVE.,60618
+T5583,5583,SHEUN VENTURES INC,3351 W. ADDISON ST.,60618
+T5022,5022,EMANUEL SOMO,5508 N. ARTESIAN AVE.,60625
+T193,193,JACKSON STREET TAXI LLC,4536 N. ELSTON AVE.,60630
+T6589,6589,TARAR MOTORS INC,2601 W. PETERSON AVE.,60659
+T5162,5162,VERONIQUE ARIELLE CAB CORP.,2617 S. WABASH AVE.,60616
+T2881,2881,MALIK 1 EXPRESS INC,3351 W. ADDISON ST.,60618
+T5320,5320,LILLY CAB CORP,2617 S. WABASH AVE.,60616
+T5149,5149,GILL TAXI COMPANY,5200 N. OTTO AVE.,60656
+T5781,5781,STARTING POINT TAXI LLC,4550 N. CLARENDON AVE.,60640
+T4872,4872,HOLLY BULL CAB CORP,4020 W. GLENLAKE AVE.,60646
+T5402,5402,PERSISTENCE TAXI LLC,4536 N. ELSTON AVE.,60630
+T2516,2516,LUCKY 7 CAB COMPANY,1834 N. DAMEN AVE.,60647
+T2762,2762,RAV TAXI INC,4020 W. GLENLAKE AVE.,60646
+T5475,5475,PRIME TAXI CORP.,4626 W. CORNELIA AVE.,60641
+T3898,3898,JAMES A WIGGINS,2561 W. 79TH PL.,60652
+T326,326,13C TAXI INC,3351 W. ADDISON ST.,60618
+T3597,3597,MEHDIHADI INC.,9696 W. FOSTER AVE.,60656
+T4309,4309,YMS TRANS INC.,4118 W. LAWRENCE AVE.,60630
+T3351,3351,SBJ CAB CO.,4020 W. GLENLAKE AVE.,60646
+T5916,5916,3860 TAXI CORP,6550 N. CLARK ST.,60626
+T1611,1611,RAINSTORM II HACKING CORP.,2617 S. WABASH AVE.,60616
+T4207,4207,NORTOWN EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T5339,5339,CAB OF CHICAGO LLC,6107 N. SEELEY AVE.,60659
+T396,396,MCCAB XI CORP.,4626 W. CORNELIA AVE.,60641
+T4413,4413,MICHIGAN AVE CAB LLC,4536 N. ELSTON AVE.,60630
+T815,815,AKILA TRANS INC,2448 W. BERWYN AVE.,60625
+T245,245,USSR EXPRESS INC,3351 W. ADDISON ST.,60618
+T222,222,ANSONG TRANS INC,2601 W. PETERSON AVE.,60659
+T2493,2493,PAROS CAB CORP.,2945 W. PETERSON AVE.,60659
+T2096,2096,SOON CAB CO,4626 W. CORNELIA AVE.,60641
+T50,50,BALAYAN COMPANY,6006 N. KENMORE AVE.,60660
+T3962,3962,SANTORINI TWO CAB CORP.,4536 N. ELSTON AVE.,60630
+T1436,1436,LINCOLN PARK EXPRESS INC,9696 W. FOSTER AVE.,60656
+T3576,3576,CHICAGO CITY CAB CO,4020 W. GLENLAKE AVE.,60646
+T5410,5410,SANTORINI TWO CAB CORP.,4536 N. ELSTON AVE.,60630
+T4569,4569,NITA CORP,4626 W. CORNELIA AVE.,60641
+T5974,5974,PJ CAB CO,4020 W. GLENLAKE AVE.,60646
+T4283,4283,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T2341,2341,INSUMA INC.,4020 W. GLENLAKE AVE.,60646
+T4916,4916,SAFE TAXI COMPANY,3351 W. ADDISON ST.,60618
+T1014,1014,ALTHERAS CAB CORP,2945 W. PETERSON AVE.,60659
+T1294,1294,YC22 LLC,3351 W. ADDISON ST.,60618
+T1848,1848,BEDFORD CAB CORP,3351 W. ADDISON ST.,60618
+T5509,5509,SANTORINI FOUR CAB CORP.,4536 N. ELSTON AVE.,60630
+T5179,5179,AZZI EXPRESS INC.,2235 W. MAYPOLE AVE.,60612
+T970,970,3753 EJM INC,4118 W. LAWRENCE AVE.,60630
+T2668,2668,CHICAGO CAB 2 CORP.,2945 W. PETERSON AVE.,60659
+T6027,6027,BYRON YABLON,3812 N. ST LOUIS AVE.,60618
+T363,363,NECT 31 LLC,6500 N. WESTERN AVE.,60645
+T3451,3451,IMC CAB CORP,3351 W. ADDISON ST.,60618
+T4352,4352,PEACH CAPITAL CORP,9696 W. FOSTER AVE.,60656
+T5426,5426,AKUBA TRANSPORT INC,8459 S. EGGLESTON AVE.,60620
+T5418,5418,GOOD CAB CORP.,4536 N. ELSTON AVE.,60630
+T4832,4832,CITY TAXI INC.,4536 N. ELSTON AVE.,60630
+T4720,4720,"NAXOS TRANS, INC.",2601 W. PETERSON AVE.,60659
+T3320,3320,TIPU SULTAN CORP,3351 W. ADDISON ST.,60618
+T6167,6167,ODYSSEY TAXI LLC,4536 N. ELSTON AVE.,60630
+T5268,5268,"OBA-OMO OF CHICAGO, INC",3351 W. ADDISON ST.,60618
+T5,5,YC1 LLC,3351 W. ADDISON ST.,60618
+T2991,2991,KIM CAB INC,4626 W. CORNELIA AVE.,60641
+T4487,4487,MAIDANWAL TAXI INC.,2601 W. PETERSON AVE.,60659
+T5118,5118,REET CORPORATION,3351 W. ADDISON ST.,60618
+T308,308,MALTA CAB CORP,2945 W. PETERSON AVE.,60659
+T3054,3054,CHATHA CAB CO,3351 W. ADDISON ST.,60618
+T1068,1068,ARM TAXI INC.,4020 W. GLENLAKE AVE.,60646
+T5305,5305,SHARIFEH CORPORATION,3351 W. ADDISON ST.,60618
+T3267,3267,POPO INC,2601 W. PETERSON AVE.,60659
+T4962,4962,CHICAGO EXPRESS INC. II,4626 W. CORNELIA AVE.,60641
+T5677,5677,MORAN TAXI INC,3351 W. ADDISON ST.,60618
+T6662,6662,SST CAB CO,4020 W. GLENLAKE AVE.,60646
+T1083,1083,1083 NEW EXPRESS INC,2532 W. WARREN BLVD.,60612
+T5668,5668,"TAXI MEDALLION GROUP,LLC-SERIES XIX",4175 N. ELSTON AVE.,60618
+T6134,6134,"EMMASCO, INC",3351 W. ADDISON ST.,60618
+T3518,3518,QUETZAL TAXI CORPORATION,3351 W. ADDISON ST.,60618
+T782,782,BLUE EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T6045,6045,BISU-624 LTD,9696 W. FOSTER AVE.,60656
+T4498,4498,AH KHAN CORPORATION,3351 W. ADDISON ST.,60618
+T3194,3194,GREEN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T5400,5400,PAK-PUNJAB CAB CORP,3351 W. ADDISON ST.,60618
+T5315,5315,PAACONNIE INC.,3351 W. ADDISON ST.,60618
+T6299,6299,RICHMOND CAB CO INC,3351 W. ADDISON ST.,60618
+T1622,1622,VJOSA CAB CO.,2601 W. PETERSON AVE.,60659
+T5241,5241,AL-MEDINA CHICAGO INC,3351 W. ADDISON ST.,60618
+T5500,5500,SYED M ZAIDI,6236 N. RICHMOND ST.,60659
+T3397,3397,CHICAGO AMH INC,3351 W. ADDISON ST.,60618
+T942,942,"LEONARD CAB COMPANY, INC.",2945 W. PETERSON AVE.,60659
+T6491,6491,SETARE INC.,2945 W. PETERSON AVE.,60659
+T2388,2388,N R CAB CO,9696 W. FOSTER AVE.,60656
+T2693,2693,JEROME CAB CO,3351 W. ADDISON AVE.,60618
+T2641,2641,MCCAB IV CORP.,4626 W. CORNELIA AVE.,606410
+T4573,4573,NEBIYAT INC,4626 W. CORNELIA AVE.,60641
+T775,775,BIRCHWOOD CAB CO.,9696 W. FOSTER AVE.,60656
+T6163,6163,ALEKSANDER WISNIEWSKI,3230 N. RIDGEWAY AVE.,60618
+T1771,1771,ES TAXI CORP.,3351 W. ADDISON ST.,60618
+T1358,1358,TEZ CAB CO,4208 N. PULASKI RD.,60641
+T5746,5746,PERSISTENCE TAXI LLC,4536 N. ELSTON AVE.,60630
+T3196,3196,ADDISU CAB CORPORATION,4640 N. SHERIDAN RD.,60660
+T5970,5970,SST CAB CO,4020 W. GLENLAKE AVE.,60646
+T4899,4899,ABBAS 5 INC,2601 W. PETERSON AVE.,60659
+T2828,2828,RACE CAB CO,4626 W. CORNELIA AVE.,60641
+T5979,5979,MEGU CAB INC,4626 W. CORNELIA AVE.,60641
+T1347,1347,"FAM4, INC",2601 W. PETERSON AVE.,60659
+T6603,6603,KING CHICAGO INC,3351 W. ADDISON ST.,60618
+T3636,3636,"CHICAGO POLO VI, INC.",2617 S. WABASH AVE.,60616
+T2298,2298,ONKAR CAB CO,6550 N. CLARK ST.,60626
+T4087,4087,4087 TAXI CORP,3351 W. ADDISON ST.,60618
+T80,80,MCCAB XII CORP.,4626 W. CORNELIA AVE.,60641
+T6932,6932,"FLAZ LIMO AND TAXI, INC",9696 W. FOSTER AVE.,60656
+T5595,5595,BAT CAB CORP,1759 W. NORTH SHORE AVE.,60626
+T3608,3608,"DAMAN TRANSIT, INC.",9696 W. FOSTER AVE.,60656
+T3828,3828,H NOORSUMAR INC,3351 W. ADDISON ST.,60618
+T733,733,MEDALLION FUNDING CHICAGO CORP III,4536 N. ELSTON AVE.,60630
+T3444,3444,PEACE CAB CO,4626 W. CORNELIA AVE.,60641
+T5482,5482,"TAXI MEDALLION GROUP,LLC SERIESVIII",3351 W. ADDISON ST.,60618
+T1523,1523,JAKE TRANSIT CO.,2617 S. WABASH AVE.,60616
+T5525,5525,SBJ CAB CO.,4020 W. GLENLAKE AVE.,60646
+T4551,4551,GOLDEN RAM TAXI CAB COMPANY,2601 W. PETERSON AVE.,60659
+T6082,6082,WILLIAM ROBINSON,9039 S. BUFFALO AVE.,60617
+T2109,2109,FOUNDATION TRANSIT INC.,3351 W. ADDISON ST.,60618
+T2673,2673,U S TAXI COMPANY,4020 W. GLENLAKE AVE.,60646
+T696,696,"TYLER CRAZY ABOUT CHICAGO, INC.",2617 S. WABASH AVE.,60616
+T2768,2768,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T1467,1467,BAYARDOTOBAR INC,4244 W. 76TH ST.,60652
+T177,177,ANDREW AND AUDREY CAB CORP.,9696 W. FOSTER AVE.,60656
+T5627,5627,"TAXI MEDALLION GROUP, LLC SERIES 31",4175 N. ELSTON AVE.,60618
+T4611,4611,MOISTURE II HACKING CORP.,2617 S. WABASH AVE.,60616
+T5874,5874,SERGEY CAB CORP,2532 W. WARREN BLVD.,60612
+T4801,4801,TEEMU CORPORATION,4626 W. CORNELIA AVE.,60641
+T929,929,MOM TAXICAB INC,4626 W. CORNELIA AVE.,60641
+T1359,1359,FRESH POWDER TAXI LLC,4536 N. ELSTON AVE.,60630
+T4631,4631,LEE CAB CO,4020 W. GLENLAKE AVE.,60646
+T2841,2841,RIZQ CAB CO,2202 N. ROCKWELL ST.,60647
+T2763,2763,P M HANIF CAB INC,3351 W. ADDISON ST.,60618
+T190,190,NECT 15 LLC,6500 N. WESTERN AVE.,60645
+T5073,5073,FRANCIS K DUAH,4550 N. CLARENDON AVE.,60640
+T5035,5035,HEITOR G. GARCIA,2214 W. WILSON AVE.,60625
+T879,879,NECT 35 LLC,6500 N. WESTERN AVE.,60645
+T6118,6118,6118 TAXI CORP,6550 N. CLARK ST.,60626
+T2617,2617,SHIRAZ EXPRESS INC,2532 W. WARREN BLVD.,60612
+T15,15,KING 12 INC,2617 S. WABASH AVE.,60616
+T1247,1247,MAKENA INC,6550 N. CLARK ST.,60626
+T1056,1056,SENEGAL TRANSIT INC.,3351 W. ADDISON ST.,60618
+T1987,1987,BIBI CAB CO,3351 W. ADDISON ST.,60618
+T5575,5575,JOANA K SEFAH & COMPANY,6550 N. CLARK ST.,60626
+T861,861,NECT 34 LLC,6500 N. WESTERN AVE.,60645
+T2791,2791,CHAUDHRY TAXICAB INC,3351 W. ADDISON ST.,60618
+T1085,1085,N AND W CAB CO,4707 N. KENTON AVE.,60630
+T5771,5771,P NINO TRANS INC,5436 N. ELSTON AVE.,60630
+T1854,1854,KRISHA EXPRESS INC.,9696 W. FOSTER AVE.,60656
+T2397,2397,COFFEE TAXI LLC,4536 N. ELSTON AVE.,60630
+T6536,6536,E & E TAXI COMPANY,9696 W. FOSTER AVE.,60656
+T5066,5066,JOTI CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T6638,6638,KHAN CAB CO,4118 W. LAWRENCE AVE.,60630
+T5401,5401,JOSEPH E HANNA,5750 N. MAPLEWOOD AVE.,60659
+T2928,2928,LEMAJ INC,2800 W. PETERSON ST.,60618
+T1504,1504,13C TAXI INC,3351 W. ADDISON ST.,60618
+T987,987,BLUE EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T138,138,MCCAB XXIII CORP.,4626 W. CORNELIA AVE.,60641
+T3545,3545,KHAN CAB CO,4118 W. LAWRENCE AVE.,60630
+T1321,1321,KILLER DOG CAB CORP,2617 S. WABASH AVE.,60616
+T833,833,MEDALLION FUNDING CHICAGO CORP IV,4536 N. ELSTON AVE.,60630
+T4676,4676,ARIO CAB INC.,4118 W. LAWRENCE AVE.,60630
+T1675,1675,CIVIC CHICAGO INC.,5200 N. OTTO AVE.,60656
+T1061,1061,"UNIVERSAL TRANSIT, INC.",2601 W. PETERSON AVE.,60659
+T6586,6586,AMRIT CAB CO.,4118 W. LAWRENCE AVE.,60630
+T820,820,MEDALLION FUNDING CHICAGO CORP II,4626 W. CORNELIA AVE.,60641
+T2561,2561,A & L CAB CO,4626 W. CORNELIA AVE.,60641
+T6206,6206,MEMONA INC,4626 W. CORNELIA AVE.,60641
+T4320,4320,"TAXI MEDALLION GROUP,LLC SERIES VII",4175 N. ELSTON AVE.,60618
+T3873,3873,CHITOWN CAB INC # II,4020 W. GLENLAKE AVE.,60646
+T4970,4970,SYDAL CORP.,3351 W. ADDISON ST.,60618
+T2722,2722,ORIENT TAXI INC.,5765 N. LINCOLN AVE.,60659
+T2254,2254,FERIGO TAXI INC,4118 W. LAWRENCE AVE.,60630
+T203,203,FUNNY MONICA IN CHICAGO INC,2617 S. WABASH AVE.,60616
+T2715,2715,OTUMFOU CORP.,3351 W. ADDISON ST.,60618
+T3968,3968,SURAJ EXPRESS INC.,2532 W. WARREN BLVD.,60612
+T4311,4311,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T6929,6929,SIX Q INC,4118 W. LAWRENCE AVE.,60630
+T5485,5485,"MASAMI CAB COMPANY, INC.",4626 W. CORNELIA AVE.,60641
+T6483,6483,"FELEGA, INC.",6550 N. CLARK ST.,60626
+T291,291,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T3844,3844,NECT 21 LLC,6500 N. WESTERN AVE.,60645
+T1816,1816,DEPOTE TRANSPORTATION INC,2215 W. CARMEN AVE.,60625
+T4148,4148,PRECIOUS TRANSPORTATION COMPANY LLC,3440 S. COTTAGE GROVE AVE.,60616
+T2749,2749,TRAVELERS CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T2108,2108,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T2983,2983,WINDY CITY TAXICAB INC,4626 W. CORNELIA AVE.,60641
+T4592,4592,CHICAGO 4592 INC,2532 W. WARREN BLVD.,60612
+T3846,3846,VIOLET ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T6098,6098,NUMIDIA CO.,2601 W. PETERSON AVE.,60659
+T3596,3596,"CHICAGO MEDALLION NINE, LLC",9696 W. FOSTER AVE.,60656
+T3793,3793,GYPSY CAB CORP.,2617 S. WABASH AVE.,60616
+T3065,3065,JIWANI CAB CO,4020 W. GLENLAKE AVE.,60646
+T6227,6227,R & J CAB CO,9696 W. FOSTER AVE.,60656
+T2324,2324,SODHI CAB INC,2028 W. CONCORD PL.,60647
+T1573,1573,TAHITI TAXI LTD,4536 N. ELSTON AVE.,60630
+T3057,3057,HAFIZ BILAL EXPRESS INC.,3351 W. ADDISON ST.,60618
+T3779,3779,LULU FOUR INC,2617 S. WABASH AVE.,60616
+T210,210,IL 9 CORP,3801 N. ELSTON AVE.,60618
+T6935,6935,JHELUM TAXI INC,4961 N. MAJOR AVE.,60630
+T5109,5109,"PED 3, LLC",9696 W. FOSTER AVE.,60656
+T3523,3523,DELTA TAXI CAB,4020 W. GLENLAKE AVE.,60646
+T563,563,HYDRA CAB CORP,2945 W. PETERSON AVE.,60659
+T2774,2774,RELAX CAB CO INC,4626 W. CORNELIA AVE.,60641
+T2868,2868,"CIOCIU, INC.",3351 W. ADDISON ST.,60618
+T4187,4187,AARON-VMT LLC,2532 W. WARREN BLVD.,60612
+T6264,6264,RICHMOND CAB CO INC,3351 W. ADDISON ST.,60618
+T1409,1409,SNOWSTORM II HACKING CORP.,2617 S. WABASH AVE.,60616
+T5989,5989,BIG APPLE CAB ONE CO.,3351 W. ADDISON ST.,60618
+T5798,5798,HYDRA CAB CORP,2945 W. PETERSON AVE.,60659
+T2712,2712,MERCHANT INC,2601 W. PETERSON AVE.,60659
+T26,26,TIPTOM TOO INC,2617 S. WABASH AVE.,60616
+T1333,1333,1333 TAXI CORP,3351 W. ADDISON ST.,60618
+T4661,4661,GA EXPRESS INC.,3351 W. ADDISON ST.,60618
+T6382,6382,"SHUCHONA, CORP",2601 W. PETERSON AVE.,60616
+T1460,1460,RAINSTORM II HACKING CORP.,2617 S. WABASH AVE.,60616
+T3687,3687,"PED 2, LLC",9696 W. FOSTER AVE.,60656
+T3752,3752,HARVIN CAB CO,4020 W. GLENLAKE AVE.,60646
+T3259,3259,JARAL CAB CO,3351 W. ADDISON ST.,60618
+T538,538,MCCAB VIII CORP.,4626 W. CORNELIA AVE.,60641
+T5062,5062,SAMUEL J. MESTAS,7718 S. KEELER AVE.,60652
+T5717,5717,JORO CAB COMPANY INCORPORATED,6550 N. CLARK ST.,60626
+T6803,6803,TAXI MEDALLION GROUP LLC-SERIES 38,4175 N. ELSTON AVE.,60618
+T5462,5462,SAMI CAB CORP,2945 W. PETERSON AVE.,60659
+T3217,3217,"EAGLE EXPRESS, INC.",4626 W. CORNELIA AVE.,60641
+T3450,3450,"OJ 138, CORP.",2601 W. PETERSON AVE.,60659
+T2415,2415,TRIPLE J CAB CO,4020 W. GLENLAKE AVE.,60646
+T931,931,CHICAGO MEDALLION SIX LLC.,9696 W. FOSTER AVE.,60656
+T2023,2023,FLORINA INC.,6500 N. WESTERN AVE.,60645
+T2479,2479,"ABRON CAB COMPANY, INC.",9696 W. FOSTER AVE.,60656
+T310,310,IL 10 CORP,3801 N. ELSTON AVE.,60618
+T4509,4509,TAXI MEDALLION GROUP LLC SERIES 27,4175 N. ELSTON AVE.,60618
+T5331,5331,SOHIL INC,4118 W. LAWRENCE AVE.,60630
+T682,682,J.Q. TAXI CORP.,3351 W. ADDISON ST.,60618
+T4218,4218,"FLAZ LIMO AND TAXI, INC",9696 W. FOSTER AVE.,60656
+T236,236,IL 9 CORP,3801 N. ELSTON AVE.,60618
+T5588,5588,AMC CAB CORP.,3351 W. ADDISON ST.,60618
+T6075,6075,PLATINUM JUBILEE CORP,3351 W. ADDISON ST.,60618
+T4136,4136,KINGSLEY TRANSPORATATION CO.,3515 S. COTTAGE GROVE AVE.,60653
+T4186,4186,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T2171,2171,DEFIANCE TAXI LLC,3351 W. ADDISON ST.,60618
+T6050,6050,JONOKA CAB CO,9696 W. FOSTER AVE.,60656
+T1818,1818,FIRST CLASS TAXI CAB INC,3351 W. ADDISON ST.,60618
+T2622,2622,VEEN TAXI INC,4020 W. GLENLAKE AVE.,60646
+T4337,4337,GREENWICH CAB CORP.,4536 N. ELSTON AVE.,60630
+T6078,6078,BROWN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T2223,2223,PARIKH ENTERPRISES II INC,9696 W. FOSTER AVE.,60656
+T2195,2195,RAHMAN CAB INC,3351 W. ADDISON ST.,60618
+T2318,2318,J J CHICAGO INC,4626 W. CORNELIA AVE.,60641
+T2584,2584,MELLOTONE CAB LTD,1418 W. DIVERSEY PKWY.,60614
+T4615,4615,TYRONE HENDERSON,1059 N. RIDGEWAY AVE.,60651
+T3210,3210,HOLLY BULL CAB CORP,4020 W. GLENLAKE AVE.,60646
+T5638,5638,"TAXI MEDALLION GROUP, LLC SERIES 32",4175 N. ELSTON AVE.,60618
+T2299,2299,ULTIMATE RIDE INC,3151 W. ARTHUR AVE.,60645
+T6718,6718,"MOON EXPRESS 1, INC.",2601 W. PETERSON AVE.,60659
+T5681,5681,WICKER PARK CAB LLC,4536 N. ELSTON AVE.,60630
+T2170,2170,FLAG CAB CORP.,3351 W. ADDISON ST.,60618
+T2890,2890,DHILLON CAB CORP,3351 W. ADDISON ST.,60618
+T5167,5167,5167 TAXI INC,2334 N. LAKEWOOD AVE.,60614
+T5128,5128,YASEEN CAB CO,2202 N. ROCKWELL ST.,60647
+T4605,4605,MANAL EXPRESS INC,3351 W. ADDISON ST.,60618
+T2619,2619,WIL-MAR CAB CO,9696 W. FOSTER AVE.,60657
+T1773,1773,ALLIANCE CAB CO,9696 W. FOSTER AVE.,60656
+T187,187,VOYTEK'S CAB CO,3351 W. ADDISON ST.,60618
+T4297,4297,LBJ CAB CORP.,2617 S. WABASH AVE.,60616
+T2353,2353,KNOWZ CAB CO,4118 W. LAWRENCE AVE.,60630
+T5201,5201,RIZQ CAB CO,2202 N. ROCKWELL ST.,60647
+T621,621,S A FARUK INC,4118 W. LAWRENCE AVE.,60630
+T3707,3707,AVEKO INC,4626 W. CORNELIA AVE.,60641
+T1875,1875,MYKONOS CAB CORP.,2945 W. PETERSON AVE.,60659
+T6190,6190,CHOICE ENTERPRISE INC.,6550 N. CLARK AVE.,60626
+T6361,6361,RANGI CAB CO,3351 W. ADDISON ST.,60618
+T6492,6492,CHICAGO AUCTION CAB CO.,2617 S. WABASH AVE.,60616
+T2453,2453,HARKISHAN BHATTI,4626 W. CORNELIA AVE.,60641
+T6911,6911,SAHIB TAXI INC,9696 W. FOSTER AVE.,60656
+T6184,6184,BIG APPLE CAB TWO CO,3351 W. ADDISON ST.,60618
+T2929,2929,CLASSICAL CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T1901,1901,THE LUXER INC,1633 W. THOME AVE.,60660
+T3703,3703,BOUALEM INC,5200 N. OTTO AV,60656
+T2408,2408,STATE TAXI INC,4118 W. LAWRENCE AVE.,60630
+T4583,4583,KING CHICAGO INC,3351 W. ADDISON ST.,60618
+T2440,2440,WILLA CAB CO.,4020 W. GLENLAKE AVE.,60646
+T2218,2218,ANY CAB CORP.,4536 N. ELSTON AVE.,60630
+T4054,4054,RED SHINE INC,6550 N. CLARK ST.,60626
+T776,776,SEVEN DAY CAB CO,4118 W. LAWRENCE AVE.,60630
+T4821,4821,YEMBUKK LLC,3351 W. ADDISON ST.,60618
+T1695,1695,LAIGHT TAXI CORP.,4536 N. ELSTON AVE.,60630
+T2104,2104,MMM CAB CORP,6005 N. KIMBALL AVE.,60659
+T6554,6554,FAIZAN EXPRESS INC.,5200 N. OTTO AVE.,60656
+T4405,4405,LION TAXICAB INC.,2601 W. PETERSON AVE.,60659
+T6196,6196,U CAB INC,3351 W. ADDISON ST.,60618
+T6362,6362,NASREEN CAB CO,2601 W. PETERSON AVE.,60659
+T2691,2691,LUCKY 7 CAB COMPANY,1834 N. DAMEN AVE.,60647
+T5558,5558,ZEBA CAB CO,3351 W. ADDISON ST.,60618
+T5007,5007,OBEROI CAB CO,3351 W. ADDISON ST.,60618
+T5904,5904,SARDAR BAIG ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T6460,6460,FARHAN TRANSPORTATION INC.,9696 W. FOSTER AVE.,60656
+T5219,5219,ABUSHARIFEH CAB CO,3351 W. ADDISON ST.,60618
+T3205,3205,MADISON CAB CORP.,4536 N. ELSTON AVE.,60630
+T3816,3816,U S TAXI COMPANY,4020 W. GLENLAKE AVE.,60646
+T1159,1159,MURAD INC,4118 W. LAWRENCE AVE.,60630
+T2657,2657,KEELER CAB CO,2028 W. CONCORD PL.,60647
+T5578,5578,KESHTI CAB CO,9696 W. FOSTER AVE.,60656
+T427,427,"ASSYRIAN WHEELS, INC.",5765 N. LINCOLN AVE.,60659
+T5949,5949,R & J CAB CO,9696 W. FOSTER AVE.,60656
+T3532,3532,JONATA CAB COMPANY,3351 W. ADDISON ST.,60618
+T2061,2061,FOUNDATION TRANSIT INC.,3351 W. ADDISON ST.,60618
+T6665,6665,SST CAB CO,4020 W. GLENLAKE AVE.,60646
+T4371,4371,GILL CAB COMPANY,3351 W. ADDISON ST.,60618
+T3961,3961,ARES CAB CORP.,2945 W. PETERSON AVE.,60659
+T1509,1509,GYPSY CAB CORP.,2617 S. WABASH AVE.,60616
+T5042,5042,W TAXI INC.,3351 W. ADDISON ST.,60618
+T4969,4969,STARDUST TAXI INC,3351 W. ADDISON ST.,60618
+T3383,3383,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T1428,1428,TAXI 4 YOU INC,3351 W. ADDISON ST.,60618
+T4689,4689,ZANTE CAB CO INC,3351 W. ADDISON ST.,60618
+T2874,2874,ROAD RUNNER TAXI INC,2601 W. PETERSON AVE.,60659
+T4750,4750,RIVERSIDE CAB CORP,9696 W. FOSTER AVE.,60656
+T3679,3679,RASHID A SHAIKH,3351 W. ADDISON ST.,60618
+T5597,5597,AMODI CAB CORPORATION,3643 N. WHIPPLE ST.,60618
+T6850,6850,A.A.T.Z. CORPORATION,3349 N. ALBANY AVE.,60618
+T5811,5811,HAE P INC.,2601 W. PETERSON AVE.,60659
+T5791,5791,COBBYSYMS INC,3351 W. ADDISON ST.,60618
+T58,58,MAYAYE CORP,4626 W. CORNELIA AVE.,60641
+T2842,2842,"YS TAXI, CORPORATION",4626 W. CORNELIA AVE.,60641
+T2431,2431,"A.S.SUBS, INC.",9696 W. FOSTER AVE.,60656
+T1734,1734,RKJ CAB CO,4020 W. GLENLAKE AVE.,60646
+T947,947,BIG TONKA INC,4118 W. LAWRENCE AVE.,60630
+T4116,4116,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T6755,6755,"JOY CAB CO., INC.",2617 S. WABASH AVE.,60616
+T6162,6162,BIEN AIME CO,4118 W. LAWRENCE AVE.,60630
+T2743,2743,STEVE JAKUPI,2658 N. MONITOR AVE.,60639
+T5998,5998,IMC CAB CORP,3351 W. ADDISON ST.,60618
+T932,932,NECT 37 LLC,6500 N. WESTERN AVE.,60645
+T3740,3740,QASIM 007 LLC,5524 N. KIMBALL AVE.,60625
+T4616,4616,SEAN CAB CO,4020 W. GLENLAKE AVE.,60646
+T2074,2074,PECONIC TAXI LLC,4536 N. ELSTON AVE.,60630
+T6736,6736,TAXI MEDALLION GROUP LLC - SERIES 36,4175 N. ELSTON AVE.,60618
+T6956,6956,OYE CORP.,6500 N. WESTERN AVE.,60645
+T3243,3243,SYED W AHMED,9696 W. FOSTER AVE.,60656
+T4976,4976,PARTHENAN LLC,4536 N. ELSTON AVE.,60630
+T311,311,D & G CAB CORP,2617 S. WABASH AVE.,60616
+T1890,1890,ADAM VALI CAB INC,9696 W. FOSTER AVE.,60656
+T1978,1978,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T4675,4675,MAJAZ CORP,3351 W. ADDISON ST.,60618
+T1829,1829,OMLETA INC.,9696 W. FOSTER AVE.,60656
+T2692,2692,"HEE YOO, INC",4626 W. CORNELIA AVE.,60641
+T2237,2237,PHASCO ONE INC,4626 W. CORNELIA AVE.,60641
+T466,466,MCCAB XI CORP.,4626 W. CORNELIA AVE.,60641
+T3468,3468,PATWA TAXI INC,9696 W. FOSTER AVE.,60656
+T3458,3458,BANO CORP I,3351 W. ADDISON ST.,60618
+T1981,1981,CHICAGO UNITED CAB CO,3351 W. ADDISON ST.,60618
+T6731,6731,"TAXI MEDALLION GROUP, LLC-SERIES 34",4175 N. ELSTON AVE.,60618
+T1354,1354,BAIG ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T4335,4335,PARIKH ENTERPRISES II INC,9696 W. FOSTER AVE.,60656
+T4641,4641,M & M TAXI INC,4626 W. CORNELIA AVE.,60641
+T1057,1057,POLANDIA CAB CO,3351 W. ADDISON ST.,60618
+T1834,1834,TAXALE TAXI INC,2617 S. WABASH AVE.,60616
+T1634,1634,A.R.M.S. CAB CO.,4626 W. CORNELIA AVE.,60641
+T4037,4037,ONKAR CAB CO,6550 N. CLARK ST.,60626
+T2073,2073,LULU FOUR INC,2617 S. WABASH AVE.,60616
+T3565,3565,MARWILL CAB COMPANY,1834 N. DAMEN AVE.,60647
+T5943,5943,DUZO CAB CORPORATION,6550 N. CLARK ST.,60626
+T3058,3058,WELCOME TAXICAB INC,4020 W. GLENLAKE AVE.,60646
+T2937,2937,GILL TAXI COMPANY,5200 N. OTTO AVE.,60656
+T4501,4501,CITI MOTORS INC.,4626 W. CORNELIA AVE.,60641
+T2654,2654,AUJLA CAB CO,4626 W. CORNELIA AVE.,60641
+T1440,1440,DASVON & DANA INC,3351 W. ADDISON ST.,60618
+T5343,5343,RAMEESHA INC,2601 W. PETERSON AVE.,60659
+T751,751,FAST CAB COMPANY,4175 N. ELSTON AVE.,60618
+T2265,2265,JACOB ABRAHAM CAB CO,2601 W. PETERSON AVE.,60656
+T3674,3674,DING DONG TAXICAB INC,3351 W. ADDISON ST.,60618
+T6156,6156,AMERICA TRANSPORTATION INC,2800 W. PETERSON ST.,60659
+T1448,1448,S & R TAXI CO,3351 W. ADDISON ST.,60618
+T2904,2904,Z & M RIDE INC,9696 W. FOSTER AVE.,60656
+T6018,6018,PARIKH ENTERPRISES I INC,9696 W. FOSTER AVE.,60656
+T1772,1772,COHEN CAB CORP.,5416 N. BROADWAY ST.,60640
+T6173,6173,ACROSS THE TOWN CAB CORP,4536 N. ELSTON AVE.,60630
+T6496,6496,HYUN TRANSPORTATION INC.,4626 W. CORNELIA AVE.,60641
+T6273,6273,NECT 14 LLC,6500 N. WESTERN AVE.,60645
+T2389,2389,2389 CAB CORPORATION,4626 W. CORNELIA AVE.,60641
+T346,346,JIN CAB CORP I,4626 W. CORNELIA AVE.,60641
+T4457,4457,RAMADA KHAIR INC,4626 W. CORNELIA AVE.,60641
+T1026,1026,BRANDON INC.,4118 W. LAWRENCE AVE.,60630
+T2623,2623,CORPORAL CAB CO,1834 N. DAMEN AVE.,60647
+T725,725,JZG TRANSIT CO.,2617 S. WABASH AVE.,60616
+T2426,2426,FARHAN TRANSPORTATION INC.,9696 W. FOSTER AVE.,60656
+T5902,5902,SAFAR INC,3351 W. ADDISON ST.,60618
+T2519,2519,MARWILL CAB COMPANY,1834 N. DAMEN AVE.,60647
+T4068,4068,ABANNA HOLDINGS INC,3351 W. ADDISON,60618
+T1873,1873,POSEIDON CAB CORP,2945 W. PETERSON AVE.,60659
+T2092,2092,SBEIH COMPANY,8507 W. FOSTER AVE.,60656
+T6719,6719,BUNDY CAB CO. INC.,2617 S. WABASH AVE.,60616
+T5251,5251,CH. TAXI CORP.,3351 W. ADDISON,60618
+T6417,6417,GREEN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T3930,3930,NEW MILLENNIUM INC #V,4020 W. GLENLAKE AVE.,60646
+T1351,1351,CHAUDHARY TRANS CO.,3351 W. ADDISON ST.,60618
+T2834,2834,FULL MOON CAB COMPANY,9696 W. FOSTER AVE.,60656
+T2183,2183,FERIAL ASKAR,4729 S. KOLIN AVE.,60632
+T6219,6219,GREEN SAGITTARIUS INC,2601 W. PETERSON AVE.,60659
+T3800,3800,IMAGE TAXICAB INC,3351 W. ADDISON ST.,60618
+T5370,5370,QUOMASS INC,3351 W. ADDISON ST.,60618
+T5818,5818,"CHICAGO POLO VI, INC.",2617 S. WABASH AVE.,60616
+T55,55,ROADWAY CAB CO,4301 W. MONTROSE AVE.,60641
+T2004,2004,TAYYAB CAB CORP,4118 W. LAWRENCE AVE.,60630
+T6495,6495,KIAMARS MATIN,5646 N. JERSEY AVE.,60659
+T135,135,MCCAB XXIII CORP.,4626 W. CORNELIA AVE.,60641
+T1717,F & F,1 TRANS INC,2601 W. PETERSON AVE.,606590
+T5673,5673,WON TAXI CAB CORP,4626 W. CORNELIA AVE.,60641
+T953,953,LARAEB INC.,9696 W. FOSTER AVE.,60656
+T6235,6235,TAXI MEDALLION GROUP LLC - SERIES 33,4175 N. ELSTON AVE.,60618
+T1013,1013,BENATHA TRANS INC,5765 N. LINCOLN AVE.,60659
+T3111,3111,JIFFY CAB CO.,4554 N. BROADWAY AVE.,60640
+T6090,6090,ANKOBER INC,6550 N. CLARK ST.,60626
+T3364,3364,KWASEPO TAXI CORP,3351 W. ADDISON ST.,60618
+T4430,4430,MOHAMMED L. GADDI,5429 N. SPAULDING AVE.,60625
+T2416,2416,AVENUE TRANSPORTATION INC,9696 W. FOSTER AVE.,60656
+T1052,1052,ELZAIN CAB CORP.,2601 W. PETERSON AVE.,60659
+T5246,5246,SAVE RAINFORESTS INC,4626 W. CORNELIA AVE.,60641
+T1053,1053,UMER MOTEN INC,9696 W. FOSTER AVE.,60656
+T2547,2547,FULL MOON CAB COMPANY,9696 W. FOSTER AVE.,60656
+T823,823,"TAXI MEDALLION GROUP, LLC SERIES IV",4175 N. ELSTON AVE.,60618
+T4844,4844,RUKHSHI CAB CORP,9696 W. FOSTER AVE.,60656
+T5390,5390,KHANAL BROTHERS AND CO,2532 W. WARREN BLVD.,60612
+T2889,2889,FIRST CHOICE TAXI LLC,4720 S. WOODLAWN AVE.,60615
+T3676,3676,SANIYA CAB CO.,3351 W. ADDISON ST.,60618
+T21,21,SHERAZ CORP,3351 W. ADDISON ST.,60618
+T909,909,KHALID BUTT INC,9696 W. FOSTER AVE.,60656
+T5261,5261,THASOS CAB CORP,2945 W. PETERSON AVE.,60659
+T1694,1694,SNOWFALL II HACKING CORP,2617 S. WABASH AVE.,60616
+T1073,1073,"CHICAGO POLO XIV, INC.",2617 S. WABASH AVE.,60616
+T1438,1438,CATALINA CAB INC,2532 W. WARREN BLVD.,60612
+T5742,5742,CHICAGO POLO VII INC.,2617 S. WABASH AVE.,60616
+T6620,6620,NORTH KING CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T1642,1642,ARM TAXI INC.,4020 W. GLENLAKE AVE.,60646
+T873,873,CHITOWN CAB INC. #V,4020 W. GLENLAKE AVE.,60646
+T4086,4086,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T437,437,MCCAB VIII CORP.,4626 W. CORNELIA AVE.,60641
+T24,24,SOPHIE TAXI LLC,4175 N. ELSTON AVE.,60618
+T805,805,"CHICAGO POLO V, INC.",2617 S. WABASH AVE.,60616
+T2731,2731,JIMMY 53 TRANS INC,9696 W. FOSTER AVE.,60656
+T4277,4277,TEJ CAB CO. INC.,4626 W. CORNELIA AVE.,60641
+T1081,1081,DRISS COMPANY,2601 W. PETERSON AVE.,60659
+T4175,4175,"LEMPIRA, INC.",2601 W. PETERSON AVE.,60659
+T5600,5600,"TAXI MEDALLION GROUP, LLC SERIES 31",4175 N. ELSTON AVE.,60618
+T4295,4295,SNOWCAT TAXI LLC,2532 W. WARREN BLVD.,60612
+T6083,6083,AASIA ENTERPRISES INC,2532 W. WARREN BLVD.,60612
+T4432,4432,TURBINA TRANS INC,2601 W. PETERSON AVE.,60659
+T4203,4203,ROSEL B CAB,9696 W. FOSTER AVE.,60656
+T4614,4614,CHICAGO MEDALLION FOUR LLC.,9696 W. FOSTER AVE.,60656
+T1336,1336,SAIYED CAB CO,9696 W. FOSTER AVE.,60656
+T5919,5919,KOWSAR TAXI CORP,6550 N. CLARK ST.,60626
+T3751,3751,"BSB TRANS, INC.",2601 W. PETERSON AVE.,60659
+T2952,2952,TABU TAXI CORP.,4118 W. LAWRENCE AVE.,60630
+T1041,1041,T & R CAB CO,9696 W. FOSTER AVE.,60656
+T900,900,"TAXI MEDALLION GROUP,LLC-SERIES XIX",4175 N. ELSTON AVE.,60618
+T4825,4825,DXPB LLC,9696 W. FOSTER AVE.,60656
+T752,752,BADU COMPANY INC,3351 W. ADDISON ST.,60618
+T4826,4826,"LUCKY SEVEN CHICAGO TWO, INC.",2617 S. WABASH AVE.,60616
+T1461,1461,SKAMPA INC.,2601 W. PETERSON AVE.,60659
+T2723,2723,SIKA INC.,2601 W. PETERSON AVE.,60659
+T4985,4985,MIR HUSSAIN CAB CORP,6550 N. CLARK ST.,60626
+T5942,5942,ABDI ALI NUGAAL CO.,3351 W. ADDISON ST.,60618
+T811,811,"SHAUN LOVES CHICAGO, INC.",2617 S. WABASH AVE.,60616
+T2339,2339,ASSETS INVESTMENT INC,3302 W. GLENLAKE AVE.,60659
+T4886,4886,"HANNA CAB, INC.",6550 N. CLARK ST.,60626
+T2207,2207,MASKAB INC,2028 W. CONCORD PL.,60647
+T4023,4023,TRI STATE CAB CORP.,3351 W. ADDISON ST.,60618
+T2920,2920,TEGORBA CAB CORP,6550 N. CLARK ST.,60626
+T6107,6107,STEFANIE AND ANDREW CAB CORP.,3351 W. ADDISON ST.,60618
+T4913,4913,MBD CAB CO,3351 W. ADDISON ST.,60618
+T3425,3425,SOMOZA EDOUARD,1341 W. THORNDALE AVE.,60660
+T1800,1800,AD & GIU EXPRESS CORP.,9696 W. FOSTER AVE.,60656
+T4015,4015,ST MICHAEL CORP,6550 N. CLARK ST.,60626
+T5928,5928,SENAIT AND YOSEIF CAB CORP.,5416 N. BROADWAY ST.,60640
+T1134,1134,CRAZY JEFFREY CAB CORP,2617 S. WABASH AVE.,60616
+T5399,5399,MIDWEST RIDE INC,5416 N. BROADWAY,60640
+T5289,5289,SUAD & DEAN INC,6550 N. CLARK ST.,60626
+T4205,4205,IMAGE TAXICAB INC,3351 W. ADDISON ST.,60618
+T3469,3469,YAQEEN CAB CO,2202 N. ROCKWELL ST.,60647
+T1231,1231,FAST CAB COMPANY,4175 N. ELSTON AVE.,60618
+T5386,5386,"SHWAIKI, INC.",4118 W. LAWRENCE AVE.,60630
+T2656,2656,LYLE CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T2439,2439,SURANI INC,2601 W. PETERSON AVE.,60659
+T697,697,NECT 32 LLC,6500 N. WESTERN AVE.,60645
+T791,791,MUNICH TAXI LLC,4536 N. ELSTON AVE.,60630
+T5838,5838,"FRANCIS KING BOAT, INC.",3351 W. ADDISON ST.,60618
+T3581,3581,TITO'S TAXI CO,8001 S. DR MARTIN LUTHER KING JR DR.,60619
+T3702,3702,RAMA TAXI CORP.,5416 N. BROADWAY,60640
+T1203,1203,OZITO CORP,9696 W. FOSTER AVE.,60656
+T5074,5074,AHZMI INC,5765 N. LINCOLN AVE.,60659
+T2168,2168,K BAKALOV CAB CO.,6500 N. WESTERN AVE.,60645
+T4158,4158,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T1720,1720,KASHIF INC.,3351 W. ADDISON ST.,60618
+T6438,6438,"HABTOM, INC",6550 N. CLARK ST.,60626
+T2227,2227,R & A CAB INC,2601 W. PETERSON AVE.,60659
+T5824,5824,SELAM TAXI CORP.,6550 N. CLARK ST.,60626
+T5491,5491,WESTERN GREEN CAB CO,9696 W. FOSTER AVE.,60656
+T5363,5363,AMEEN CAB INC.,2945 W. PETERSON AVE.,60659
+T3429,3429,ORANGE CAB CO,3351 W. ADDISON ST.,60618
+T4360,4360,WAHIDA CORP.,4118 W. LAWRENCE AVE.,60630
+T3308,3308,JFK TRANSPORT SERVICE INC,9696 W. FOSTER AVE.,606560
+T6436,6436,TAXI MEDALLION GROUP LLC - SERIES 33,4175 N. ELSTON AVE.,60618
+T6157,6157,ADE TAXI CORP,3351 W. ADDISON ST.,60618
+T3618,3618,"KUKULU TRAVEL, INC.",6550 N. CLARK ST.,60626
+T2327,2327,ANAM ENTERPRISES INC,9696 W. FOSTER AVE.,60656
+T3367,3367,M NOOR LLC,6510 N. MOZART ST.,60645
+T6645,6645,SLOBOMIR KAPUR CORP,9696 W. FOSTER AVE.,60656
+T1400,1400,"SUFIAN, INC.",3351 W. ADDISON ST.,60618
+T3802,3802,ITHAKA CAB CORP,2945 W. PETERSON AVE.,60659
+T4260,4260,4260 CAB CORPORATION,2800 W. PETERSON AVE.,60659
+T4599,4599,JADE AND JUDY INC,4626 W. CORNELIA AVE.,60641
+T6439,6439,DANKUR INC.,6550 N. CLARK ST.,60626
+T6328,6328,NANEFFE INC.,4626 W. CORNELIA AVE.,60641
+T3493,3493,RAS CAB CO,3351 W. ADDISON ST.,60618
+T4814,4814,TAXI MEDALLION GROUP LLC SERIES 27,4175 N. ELSTON AVE.,60618
+T4387,4387,LM CAB INC.,9696 W. FOSTER AVE.,60656
+T3782,3782,FARINA CAB INC,2601 W. PETERSON AVE.,60659
+T5040,5040,CHATHA ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T1944,1944,LIGHT BREEZE CAB CORP.,2617 S. WABASH AVE.,60616
+T506,506,13C TAXI INC,3351 W. ADDISON ST.,60618
+T4117,4117,SENAIT MEBRAHTU,6221 N. SPRINGFIELD AVE.,60659
+T5186,5186,ASK TEHRAN CAB CO.,9696 W. FOSTER AVE.,60656
+T6903,6903,TRI STATE CAB CORP.,3351 W. ADDISON ST.,60618
+T6919,6919,BIBLIAN TAXI INC.,2601 W. PETERSON AVE.,60659
+T4398,4398,J K T CAB CO,4020 W. GLENLAKE AVE.,60646
+T5813,5813,"TAXI MEDALLION GROUP, LLC - SERIES I",4175 N. ELSTON AVE.,60618
+T2483,2483,"ABRON CAB COMPANY, INC.",9696 W. FOSTER AVE.,60656
+T2010,2010,KALIB 2010 INC.,6255 N. MAPLEWOOD AVE.,60659
+T157,157,D & G CAB CORP,2617 S. WABASH AVE.,60616
+T984,984,NECT 39 LLC,6500 N. WESTERN AVE.,60645
+T830,830,SKYVIEW CAB CORP.,3351 W. ADDISON ST.,60618
+T6067,067,ANAL INC,2601 W. PETERSON AVE.,60659
+T2417,2417,ARSEE CAB CO,4626 W. CORNELIA AVE.,60641
+T3457,3457,ELBA INC,850 W. EASTWOOD AVE.,60640
+T4561,4561,IL 5 CORP.,3801 N. ELSTON AVE.,60618
+T1095,1095,CHICAGO MEDALLION SIX LLC.,9696 W. FOSTER AVE.,60656
+T4854,4854,RABIA 2018 INC.,9696 W. FOSTER AVE.,60656
+T4898,4898,E & E TAXI COMPANY,9696 W. FOSTER AVE.,60656
+T2246,2246,ORREGO CORPORATION,4626 W. CORNELIA AVE.,60641
+T1272,1272,SINGH TAXI CO,9696 W. FOSTER AVE.,60656
+T5081,5081,TAKOR & CO. LTD,3351 W. ADDISON ST.,60618
+T4343,4343,SEKHON TRANSIT INC,3351 W. ADDISON ST.,60618
+T364,364,NECT 31 LLC,6500 N. WESTERN AVE.,60645
+T11,11,ZUBI INC.,3351 W. ADDISON ST.,60618
+T3876,3876,KSR CAB INC.,4536 N. ELSTON AVE.,60630
+T5453,5453,ARUBA & HUMAYUN INC.,3351 W. ADDISON ST.,60618
+T5768,5768,HYDRA CAB CORP,2945 W. PETERSON AVE.,60659
+T1500,1500,VICTORY VENTURES CORP,3351 W. ADDISON ST.,60618
+T4188,4188,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T234,234,JNJJ.RASCON INC,9696 W. FOSTER AVE.,60656
+T6047,6047,S & R TAXI CO,3351 W. ADDISON ST.,60618
+T6499,6499,POSEIDON CAB CORP,2945 W. PETERSON AVE.,60659
+T2976,2976,BELL CAB CO,9696 W. FOSTER AVE.,60656
+T2224,2224,"BOLAKO, INC",2601 W. PETERSON AVE.,60659
+T4542,4542,4542 TAXI INC,4118 W. LAWRENCE AVE.,60630
+T6378,6378,POTALA CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T2242,2242,SUSU TAXI INC,3351 W. ADDISON ST.,60618
+T4393,4393,IL 5 CORP.,3801 N. ELSTON AVE.,60618
+T1172,1172,SOUTHWEST CAB INC.,9696 W. FOSTER AVE.,60656
+T4856,4856,ABDELKADER BOUABDALLAOUI,5242 W. MONTROSE AVE.,60641
+T5708,5708,EDEN KELETA CAB CORP,6550 N. CLARK ST.,60626
+T3052,3052,ACCURATE TAXI INC,4626 W. CORNELIA AVE.,60641
+T3211,3211,PARAMJIT ENTERPRISES INC,3351 W. ADDISON ST.,60618
+T1942,1942,"FLAZ LIMO AND TAXI, INC",9696 W. FOSTER AVE.,60656
+T3592,3592,"CHICAGO MEDALLION NINE, LLC",9696 W. FOSTER AVE.,60656
+T3591,3591,CHUKS CAB CORPORATION,5765 N. LINCOLN AVE.,60659
+T5580,5580,SUPER AMERICA CAB COMPANY,9696 W. FOSTER AVE.,60656
+T551,551,NECT 48 LLC,6500 N. WESTERN AVE.,60645
+T2134,2134,FIRST CIVIC CORP,9696 W. FOSTER AVE.,60656
+T6323,6323,OYIME INVESTMENT CORPORATION,3351 W. ADDISON ST.,60618
+T4132,4132,RUFINO RODRIGUEZ,3403 W. BEACH AVE.,60651
+T6933,6933,SANTORINI THREE CAB CORP.,4536 N. ELSTON AVE.,60630
+T4748,4748,ABNER GORDON INC,4118 W. LAWRENCE AVE.,60630
+T3957,3957,BORHAN INC,2800 W. PETERSON AVE.,60659
+T272,272,C K A CORP,3351 W. ADDISON ST.,60618
+T5330,5330,W TAXI INC.,3351 W. ADDISON ST.,60618
+T3372,3372,"CALI CAB, INC.",3351 W. ADDISON ST.,60618
+T6007,6007,BAZZ INC.,4626 W. CORNELIA AVE.,60641
+T5532,5532,"REX 6, INC.",6500 N. WESTERN AVE.,60645
+T5765,5765,BRIGHT TAXICAB INC.,2601 W. PETERSON AVE.,60659
+T5773,5773,FOUR STAR TAXI CORP.,4536 N. ELSTON AVE.,60630
+T1450,1450,"TAXI MEDALLION GROUP, LLC - SERIES I",4175 N. ELSTON AVE.,60618
+T4245,4245,NEW PISCES INC.,6500 N. WESTERN AVE.,60645
+T5794,5794,FNB CORP,9696 W. FOSTER AVE.,60656
+T6106,6106,SCOTT F MADSON,4626 W. CORNELIA AVE.,60641
+T41,41,NECT 19 LLC,6500 N. WESTERN AVE.,60645
+T2877,2877,EDEN CAB CO INC,4626 W. CORNELIA AVE.,60641
+T4931,4931,ARMITAGE TAXI LLC,4536 N. ELSTON AVE.,60630
+T2925,2925,LEMAJ INC,2800 W. PETERSON ST.,60618
+T5563,5563,ANS TAXI INC,5416 N. BROADWAY,60640
+T2764,2764,BOK RYE LEE,3521 N. SOUTHPORT AVE.,60657
+T3650,3650,CITY TAXI INC.,4536 N. ELSTON AVE.,60630
+T2213,2213,HAN'S CAB CO.,4020 W. GLENLAKE AVE.,60646
+T2957,2957,SYED M ZAIDI,6236 N. RICHMOND ST.,60659
+T1555,1555,CH. TAXI I CORP.,3351 W. ADDISON ST.,60618
+T285,285,DANKUR INC.,6550 N. CLARK ST.,60626
+T2436,2436,"I & B MIDWEST ENTERPRISE, INC.",2617 S. WABASH AVE.,60616
+T2082,2082,KAZANLAK CAB CO,4020 W. GLENLAKE AVE.,60646
+T1795,1795,VOHRA ENTERPRISES INC,5200 N. OTTO AVE.,60656
+T3822,3822,THE HIGHSIERRA INC,4118 W. LAWRENCE AVE.,60630
+T4164,4164,REX 3 INC.,6500 N. WESTERN AVE.,60630
+T6289,6289,WICKER PARK CAB LLC,4536 N. ELSTON AVE.,60630
+T2742,2742,SHAYAN CAB CO,9696 W. FOSTER AVE.,60656
+T6959,6959,JEEG CAB CORPORATION,9696 W. FOSTER AVE.,60656
+T958,958,NECT 47LLC,6500 N. WESTERN AVE.,60645
+T1999,1999,ANTISAMOS CAB CO,2945 W. PETERSON AVE.,60659
+T1074,1074,SOHA TAXI INC,4118 W. LAWRENCE AVE.,60630
+T4383,4383,AL BURRAQ INC,2601 W. PETERSON AVE.,60659
+T1311,1311,AOTMID CORP.,3351 W. ADDISON ST.,60618
+T4679,4679,RUKH CAB CO,9696 W. FOSTER AVE.,60656
+T1840,1840,"J.R.J. EXPRESS, INC.",4118 W. LAWRENCE AVE.,60630
+T2354,2354,DOLPHIN CAB INC,6311 N. TALMAN AVE.,60659
+T4810,4810,"COKAB, INC.",9696 W. FOSTER AVE.,60656
+T2200,2200,STENO CAB CO,6550 N. CLARK ST.,60626
+T4112,4112,WESMOLAND INC,2028 W. CONCORD PL.,60647
+T4258,4258,4258 TAXI CORP.,4626 W. CORNELIA AVE.,60641
+T3919,3919,G A F A CAB CO,3351 W. ADDISON ST.,60618
+T5273,5273,ABREHET GEBREHIWOT,6550 N. CLARK ST.,60626
+T5879,5879,JAWAID SIDDIQI CORP,3351 W. ADDISON ST.,60618
+T6068,068,.K.F. CORPORATION,3351 W. ADDISON ST.,60618
+T3011,3011,JBL CAB INC,1914 W. PRATT BLVD.,60626
+T6319,6319,AC MILAN CORP.,9696 W. FOSTER AVE.,60656
+T4122,4122,IYASSU INC,6550 N. CLARK ST.,60626
+T445,445,SAHER CAB CO,3351 W. ADDISON ST.,60618
+T5328,5328,NORTH KING CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T2421,2421,SINGH USA INC.,4118 W. LAWRENCE AVE.,60630
+T4942,4942,SUNLIGHT CAB CO,6500 N. WESTERN AVE.,60645
+T1928,1928,NEW AMSTERDAM LEASING CORP.,3351 W. ADDISON ST.,60618
+T6322,6322,ALIKHLAS INC,3351 W. ADDISON ST.,60618
+T2371,2371,NEXTGEN TAXI I INC,9696 W. FOSTER AVE.,60656
+T2052,2052,"ADRIANA TAXI CAB, CO",3351 W. ADDISON ST.,60618
+T2084,2084,VEGAS CORP,4626 W. CORNELIA AVE.,60641
+T3094,3094,G L B CAB CO,510 W. BELMONT AVE.,60657
+T3531,3531,DIANA MANAGEMENT LLC,4536 N. ELSTON AVE.,60630
+T5590,5590,"TAXI MEDALLION GROUP, LLC SERIES 31",4175 N. ELSTON AVE.,60618
+T6826,6826,TAXI MEDALLION GROUP LLC-SERIES 38,4175 N. ELSTON AVE.,60618
+T6565,6565,O'KSONS HOLDINGS COMPANY,6550 N. CLARK ST.,60626
+T729,729,NECT 32 LLC,6500 N. WESTERN AVE.,60645
+T5354,5354,SAFE TAXI COMPANY,3351 W. ADDISON ST.,60618
+T2317,2317,FIZZA INC.,4020 W. GLENLAKE AVE.,60646
+T4594,4594,SURROO INC,3351 W. ADDISON ST.,60618
+T968,968,Z & M RIDE INC,9696 W. FOSTER AVE.,60656
+T3893,3893,ACUOMA INC,2601 W. PETERSON AVE.,60659
+T1802,1802,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T1225,1225,CASA BOUSSIF INC.,2601 W. PETERSON AVE.,60659
+T6832,6832,FILE ZANI CORP.,2601 W. PETERSON AVE.,60659
+T6740,6740,KRUSHA & ANERI INC.,4626 W. CORNELIA AVE.,60641
+T839,839,"TRANS EURO, INC.",3351 W. ADDISON ST.,60618
+T4663,4663,ADAM INC.,9696 W. FOSTER AVE.,60656
+T675,675,JOHNS CABS CORP.,4536 N. ELSTON AVE.,60630
+T4321,4321,WESTERN CAB CO,3351 W. ADDISON ST.,60618
+T5416,5416,"KABHER, CORP.",2601 W. PETERSON AVE.,60659
+T2824,2824,CHIGO-BENIN LLC,2242 W. FARWELL AVE.,60645
+T4639,4639,MIKAURY TAXI CORP.,9696 W. FOSTER AVE.,60656
+T5641,5641,ARMITAGE TAXI LLC,4536 N. ELSTON AVE.,60630
+T2017,2017,ANY CAB CORP.,4536 N. ELSTON AVE.,60630
+T595,595,SHIIL TRANSPORTATION CORP.,6108 N. ROCKWELL ST.,60659
+T2112,2112,SAIM SARWAR CORP.,3351 W. ADDISON ST.,60618
+T2924,2924,SARATOGA TAXI LLC,4536 N. ELSTON AVE.,60630
+T150,150,MCCAB VI CORP.,4626 W. CORNELIA AVE.,60641
+T1218,1218,KYEREMAACHAKUS INC,3351 W. ADDISON ST.,60618
+T319,319,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T4304,4304,SEKHON CAB CO INC,3351 W. ADDISON ST.,60618
+T1180,1180,MAB CAB CO,4118 W. LAWRENCE AVE.,60630
+T4833,4833,JIWANI INC,2532 W. WARREN BLVD.,60612
+T61,61,HASRA CORP,3351 W. ADDISON ST.,60618
+T1479,1479,RAINSTORM II HACKING CORP.,2617 S. WABASH AVE.,60616
+T6205,6205,CHOICE ENTERPRISE INC.,6550 N. CLARK AVE.,60626
+T6688,6688,"REX 6, INC.",6500 N. WESTERN AVE.,60645
+T6750,6750,TAXI MEDALLION GROUP LLC-SERIES 37,4175 N. ELSTON AVE.,60618
+T2335,2335,BANGA CAB CO.,4626 W. CORNELIA AVE.,60641
+T2364,2364,"LUCKY SEVEN CHICAGO ONE, INC.",2617 S. WABASH AVE.,60616
+T6545,6545,ERI TRANS INC.,4626 W. CORNELIA AVE.,60641
+T4650,4650,MILOS CAB CORP,2945 W. PETERSON AVE.,60659
+T5203,5203,H & S CERTIFIED INC,3351 W. ADDISON ST.,60618
+T6459,6459,ALI PRINCE INC.,4118 W. LAWRENCE AVE.,60630
+T674,674,DANIELLA CAB CORP.,2617 S. WABASH AVE.,60616
+T6140,6140,LEMLEM EXPRESS INC.,6550 N. CLARK ST.,60626
+T1449,1449,OIA CAB CORP.,4536 N. ELSTON AVE.,60630
+T825,825,NECT 34 LLC,6500 N. WESTERN AVE.,60645
+T1340,1340,SAMSOL INTERNATIONAL INC.,2601 W. PETERSON AVE.,60659
+T1025,1025,PRIME TAXI CORP.,4626 W. CORNELIA AVE.,60641
+T6429,6429,YELLOWSTONE CAB CORP,2601 W. PETERSON AVE.,60659
+T196,196,DAMMA CAB CORP,2617 S. WABASH AVE.,60616
+T6193,6193,AQRAMAR TAXI INC.,4301 W. MONTROSE AVE.,60641
+T4319,4319,METRO GLOBAL INC,2945 W. PETERSON AVE.,60659
+T2451,2451,IDEAL CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T4941,4941,ONE CHATHA INC,3351 W. ADDISON ST.,60618
+T3038,3038,MECHAL TAXI CORP.,6550 N. CLARK ST.,60626
+T6894,6894,BBDR EXPRESS INC,5416 N. BROADWAY,60640
+T1390,1390,MOON EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T3234,3234,GS CAB CO.,4020 W. GLENLAKE AVE.,60646
+T6729,6729,SAMOS CAB CORP,2945 W. PETERSON AVE.,60659
+T2800,2800,ALTHERAS CAB CORP,2945 W. PETERSON AVE.,60659
+T4278,4278,TAXI MEDALLION GROUP LLC SERIES X,4175 N. ELSTON AVE.,60618
+T6428,6428,CHICAGO MEDALLION FIVE LLC,9696 W. FOSTER AVE.,60656
+T1404,1404,WE CAB CO.,2945 W. PETERSON AVE.,60659
+T6454,6454,LIKISI INC.,4020 W. GLENLAKE AVE.,60646
+T171,171,TRIBECA CAB CORP,4536 N. ELSTON AVE.,60630
+T6553,6553,SPEEDY CAB CORP.,9696 W. FOSTER AVE.,60656
+T5929,5929,CHOICE EXPRESS CORP,6550 N. CLARK ST.,60626
+T5319,5319,"CHICAGO POLO VIII, INC.",2617 S. WABASH AVE.,60616
+T2292,2292,G.F.G. CAB CO,9696 W. FOSTER AVE.,60656
+T2778,2778,"SHATARAT CAB, INC.",9696 W. FOSTER AVE.,60656
+T5552,5552,ZEEMAAN CORP.,9696 W. FOSTER AVE.,60656
+T792,792,"CHICAGO POLO XI, INC.",2617 S. WABASH AVE.,60616
+T2352,2352,NEXTGEN TAXI I INC,9696 W. FOSTER AVE.,60656
+T4382,4382,BALACH & SHATAJ CAB CO,9696 W. FOSTER AVE.,60656
+T1126,1126,AKAL TRANSPORT CORP,4020 W. GLENLAKE AVE.,60646
+T1308,1308,YC22 LLC,3351 W. ADDISON ST.,60618
+T1596,1596,CHEVRON TAXI INC,3351 W. ADDISON ST.,60618
+T4125,4125,SKY CAB CORP,3351 W. ADDISON ST.,60618
+T1209,1209,"CHICAGO POLO X, INC.",2617 S. WABASH AVE.,60616
+T3096,3096,BIG CITY TAXI CORP.,4536 N. ELSTON AVE.,60630
+T1729,1729,RKJ CAB CO,4020 W. GLENLAKE AVE.,60646
+T5017,5017,RANA CAB INC,2601 W. PETERSON AVE.,60659
+T976,976,NECT 38 LLC,6500 N. WESTERN AVE.,60645
+T4234,4234,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T4740,4740,KOKOB CAB CO.,2601 W. PETERSON AVE.,60659
+T5146,5146,AMR CAB CORP.,3351 W. ADDISON AVE.,60618
+T2726,2726,SAFE CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T5557,5557,LAGOS & NIGER EXPRESS CORP,2601 W. PETERSON AVE.,60616
+T867,867,GSI TRAVELS CORP.,3351 W. ADDISON ST.,60618
+T2540,2540,"I & B MIDWEST ENTERPRISE, INC.",2617 S. WABASH AVE.,60616
+T4127,4127,EEL TAXI CORP.,4118 W. LAWRENCE AVE.,60630
+T2856,2856,1 SUPER STAR CAB CO,4626 W. CORNELIA AVE.,60641
+T6706,6706,WHATEVER CAB CO,2617 S. WABASH AVE.,60616
+T4223,4223,GUL CAB CORP,3351 W. ADDISON ST.,60618
+T172,172,IL 8 CORP,3801 N. ELSTON AVE.,60618
+T4406,4406,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T5950,5950,P.K. CAB CO.,3351 W. ADDISON ST.,60618
+T3766,3766,LISTERVEN INC,9696 W. FOSTER AVE.,60656
+T1098,1098,TAXI FOR LESS INC,2800 W. PETERSON AVE.,60659
+T1036,1036,NECT 42 LLC,6500 N. WESTERN AVE.,60645
+T4532,4532,IONION TAXI SERVICE INC,9696 W. FOSTER AVE.,60656
+T1603,1603,RYAN CAB CO,4640 N. SHERIDAN RD.,60640
+T5396,5396,TAXI MEDALLIONGROUP LLCSERIESXXIX,3351 W. ADDISON ST.,60618
+T5365,5365,BLESSING INC,5200 N. OTTO AVE.,60656
+T4732,4732,MAUDE LAMY,1528 W. ESTES AVE.,60626
+T1846,1846,J K T CAB CO,4020 W. GLENLAKE AVE.,60646
+T5924,5924,3860 TAXI CORP,6550 N. CLARK ST.,60626
+T101,101,J.B. 'S TAXI INC.,4626 W. CORNELIA AVE.,60641
+T3558,3558,K & I ENTERPRISES INC,3351 W. ADDISON ST.,60618
+T4460,4460,BELKIDS TAXI LLC,3351 W. ADDISON ST.,60618
+T6108,6108,M & A TAXI CORPORATION,9696 W. FOSTER AVE.,60656
+T2414,2414,NEW WINDY CITY TAXI INC,3351 W. ADDISON ST.,60618
+T760,760,LUXURY RIDES LLC,2532 W. WARREN BLVD.,60612
+T5973,5973,AKS CAB CO,4626 W. CORNELIA AVE.,60641
+T5166,5166,MANZANAREZ INC,2945 W. PETERSON AVE.,60659
+T1960,1960,AMPLE SUN CAB CORP.,2617 S. WABASH AVE.,60616
+T528,528,N & F INC,2601 W. PETERSON AVE.,60659
+T6138,6138,BRANDON INC.,4118 W. LAWRENCE AVE.,60630
+T4904,4904,JOLY CAB CO,9696 W. FOSTER AVE.,60656
+T3375,3375,A V CAB CORP,9696 W. FOSTER AVE.,60656
+T5792,5792,TAXI MEDALLION GROUP LLC SERIES IX,4175 N. ELSTON AVE.,60618
+T6569,6569,BURNEY INC,4020 W. GLENLAKE AVE.,60646
+T988,988,LAKEFRONT TAXI INC.,3351 W. ADDISON,60618
+T2467,2467,SUNSET TAXI CORP,5242 W. MONTROSE AVE.,60641
+T3807,3807,FAST CAB COMPANY,4175 N. ELSTON AVE.,60618
+T1238,1238,YC21 LLC,3351 W. ADDISON ST.,60618
+T3483,3483,AYACH INC,3351 W. ADDISON ST.,60618
+T4733,4733,CHICAGO MEDALLION FOUR LLC.,9696 W. FOSTER AVE.,60656
+T6419,6419,ARBAB INC.,5200 N. OTTO AVE.,60656
+T2205,2205,SHABERA CORP,9696 W. FOSTER AVE.,60656
+T4014,4014,TAXI MEDALLION GROUP LLC SERIES XIV,4175 N. ELSTON AVE.,60618
+T6668,6668,SAJA CORPORATION,3351 W. ADDISON ST.,60618
+T5707,5707,DEFIANCE TAXI LLC,3351 W. ADDISON ST.,60618
+T3767,3767,MORAN TAXI INC,3351 W. ADDISON ST.,60618
+T5599,5599,EXPERIENCE CHICAGO INC.,4626 W. CORNELIA AVE.,60641
+T4256,4256,NECT 5 INC,6500 N. WESTERN AVE.,60645
+T4761,4761,"GARDEN CITY, INC.",2601 W. PETERSON AVE.,60659
+T3598,3598,BELICAGO TAXI LLC,3351 W. ADDISON ST.,60618
+T5005,5005,C K A CORP,3351 W. ADDISON ST.,60618
+T284,284,CHICAGO SKY TAXI INC,3351 W. ADDISON ST.,60618
+T2981,2981,MOHAN S MALLHI,2173 N. MOODY AVE.,60639
+T2076,2076,GOLEMI TRANS INC,2601 W. PETERSON AVE.,60659
+T5450,5450,STEPHEN OMOFONMWAN,2800 W. PETERSON RD.,60659
+T5312,5312,MRS. TAXI INC,3351 W. ADDISON ST.,60618
+T1255,1255,YC21 LLC,3351 W. ADDISON ST.,60618
+T4546,4546,KHAWACHAN TRANS INC,2601 W. PETERSON AVE.,606590
+T5860,5860,LUCKY SEVEN CHICAGO THREE INC.,2617 S. WABASH AVE.,60616
+T3806,3806,"NOORAMZI, INC.",2532 W. WARREN BLVD.,60612
+T3045,3045,JAGANJAC TAXI CORP,6550 N. CLARK ST.,60626
+T2486,2486,KAHSAY CAB CORP.,2601 W. PETERSON AVE.,60659
+T5954,5954,AUGUST CAB CORP.,2617 S. WABASH AVE.,60616
+T416,416,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T4699,4699,BAROMETER II HACKING CORP.,2617 S. WABASH AVE.,60616
+T868,868,MEDALLION FUNDING CHICAGO CORP III,4536 N. ELSTON AVE.,60630
+T2549,2549,"SIDDIQUI 7, INC.",3351 W. ADDISON ST.,60618
+T6443,6443,"WALAD, INC.",2601 W. PETERSON AVE.,60659
+T6194,6194,U CAB INC,3351 W. ADDISON ST.,60618
+T6653,6653,RENNS INC,3351 W. ADDISON ST.,60618
+T5537,5537,ADAMS TAXI LLC,4536 N. ELSTON AVE.,60630
+T1234,1234,ASCEND INVESTMENTS INCORPORATED,3351 W. ADDISON ST.,60618
+T5642,5642,ASHRAF CORP,4626 W. CORNELIA AVE.,60641
+T602,602,KWANG CAB INC,4626 W. CORNELIA,60641
+T5810,5810,SLSJETS V CAB CORP.,2617 S. WABASH AVE.,60616
+T5948,5948,DIAMOND STAR TRANSPORTATION INC,326 W. 109TH PL.,60628
+T5893,5893,TAXI MEDALLION GROUP LLC SERIES III,4175 N. ELSTON AVE.,60618
+T2120,2120,PAAKWASI INC,3351 W. ADDISON ST.,60618
+T6664,6664,CHICAGO MEDALLION ELEVEN L.L.C.,9696 W. FOSTER AVE.,60656
+T2620,2620,"NORTHSIDE TAXI 2620, LLC",6405 N. CAMPBELL AVE.,60645
+T3809,3809,JBL Express Inc.,4626 W. CORNELIA AVE.,60641
+T3791,3791,MACCAN INC,9696 W. FOSTER AVE.,60656
+T6296,6296,CHICAGO POLO VII INC.,2617 S. WABASH AVE.,60616
+T4964,4964,SLSJETS II CAB CORP.,2617 S. WABASH AVE.,60616
+T3880,3880,NECT 29 LLC,6500 N. WESTERN AVE.,60645
+T3602,3602,TRANZIT INC.,2601 W. PETERSON AVE.,60659
+T368,368,TAURUS CAB INC,6500 N. WESTERN AVE.,60645
+T4381,4381,SAMI CAB CORP,2945 W. PETERSON AVE.,60659
+T254,254,"TEWOLDE, INC.",4626 W. CORNELIA AVE.,60641
+T6306,6306,LEMAJ INC,2800 W. PETERSON ST.,60618
+T3498,3498,JUSTICE CAB CO,7302 S. DAMEN AVE.,60636
+T5350,5350,ZALLOUM CAB COMPANY,9696 W. FOSTER AVE.,60656
+T2239,2239,T.K. BLAGOEV & CO INC,2601 W. PETERSON AVE.,60659
+T6905,6905,PONZI TAXI CO,3351 W. ADDISON ST.,60618
+T3644,3644,URU EXPRESS INC,4118 W. LAWRENCE AVE.,60630
+T5235,5235,NAGRA BROTHERS INC.,4020 W. GLENLAKE AVE.,60646
+T40,40,TIPTOM TOO INC,2617 S. WABASH AVE.,60616
+T510,510,HENRY AND MASHA CHICAGO CORP.,2617 S. WABASH AVE.,60616
+T2499,2499,PAROS CAB CORP.,2945 W. PETERSON AVE.,60659
+T5474,5474,PARIKH ENTERPRISES II INC,9696 W. FOSTER AVE.,60656
+T971,971,SILVERO ENTERPRISES INC.,3351 W. ADDISON,60618
+T3697,3697,YOHANNES ADDISU,1628 W. GREENLEAF AVE.,60626
+T1516,1516,EC CHICAGO TAXI LLC,4536 N. ELSTON AVE.,60630
+T301,301,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T6636,6636,LEEFON CORP.,2617 S. WABASH AVE.,60616
+T3500,3500,MUSA TAXI CORP,1834 N. DAMEN AVE.,60647
+T1737,1737,ST GEORGE EXPRESS INC,2945 W. PETERSON AVE.,60659
+T3878,3878,SOTACHKA CORP,2532 W. WARREN BLVD.,60612
+T2829,2829,JULY CAB CORP.,2617 S. WABASH AVE.,60616
+T4787,4787,RENY CAB CO,6207 W. CUYLER AVE.,60634
+T1338,1338,KILLER DOG CAB CORP,2617 S. WABASH AVE.,60616
+T4263,4263,WELCOME TAXICAB INC,4020 W. GLENLAKE AVE.,60646
+T4039,4039,MYRTOS CAB CORP,2945 W. PETERSON AVE.,60659
+T6063,063,IAZ & SONS INC,2532 W. WARREN BLVD.,60612
+T4574,4574,NORTH KING CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T961,961,NECT 24 LLC,6500 N. WESTERN AVE.,60645
+T3730,3730,CELEBRITY CHICAGO CORP.,2235 W. MAYPOLE AVE.,60612
+T5613,5613,HARD EIGHT CAB CO,3351 W. ADDISON ST.,60618
+T4693,4693,PAPPU TRANS INC.,9696 W. FOSTER AVE.,60656
+T6488,6488,ZUHA TAXI CORP,2800 W. PETERSON AVE.,60659
+T6949,6949,NEXT GEN TAXI II INC,4626 W. CORNELIA AVE.,60641
+T4489,4489,MASKAB INC,2028 W. CONCORD PL.,60647
+T2274,2274,"SPARTAN, INC.",5200 N. OTTO AVE.,60656
+T3418,3418,JHAPS TAXI CORP,6550 N. CLARK ST.,60626
+T6440,6440,PEACE 4 ALL INC,4626 W. CORNELIA AVE.,60641
+T2688,2688,LUCKY 7 CAB COMPANY,1834 N. DAMEN AVE.,60647
+T2452,2452,SEAN CAB CO,4020 W. GLENLAKE AVE.,60646
+T4378,4378,D.H. CAB CO,9696 W. FOSTER AVE.,60656
+T5030,5030,C.A.B. TAXI SERVICE INC,5544 S. HAMILTON AVE.,60636
+T1649,1649,SABAAH EXPRESS INC.,5516 N. KIMBALL AVE.,60625
+T2997,2997,SPEEDY TAXI CORP,4626 W. CORNELIA AVE.,60641
+T1381,1381,EC CHICAGO TAXI LLC,4536 N. ELSTON AVE.,60630
+T4181,4181,FARHAN TRANSPORTATION INC.,9696 W. FOSTER AVE.,60656
+T1182,1182,YC19 LLC,3351 W. ADDISON ST.,60618
+T3610,3610,JBL Express Inc.,4626 W. CORNELIA AVE.,60641
+T3530,3530,STEFANIE AND AUDREY CAB CORP.,9696 W. FOSTER AVE.,60656
+T2260,2260,LINCOLN PARK EXPRESS INC,9696 W. FOSTER AVE.,60656
+T2760,2760,SAMSIM INC,9696 W. FOSTER AVE.,60656
+T5990,5990,SHURMA INT'L LIMITED,4020 W. GLENLAKE AVE.,60646
+T3304,3304,ANY CAB CORP.,4536 N. ELSTON AVE.,60630
+T6705,6705,CHICAGO AUCTION CAB CO.,2617 S. WABASH AVE.,60616
+T1361,1361,BARBIE IN CHICAGO CAB CORP,2617 S. WABASH AVE.,60616
+T1689,1689,MICHAEL GIORGIS,6550 N. CLARK ST.,60626
+T2627,2627,HUDSON CAB CORP.,4536 N. ELSTON AVE.,60630
+T2159,2159,DEKA CAB CORP,4536 N. ELSTON AVE.,60630
+T4619,4619,NNNM CAB CO,4020 W. GLENLAKE AVE.,60646
+T3614,3614,HOLLY BULL CAB CORP,4020 W. GLENLAKE AVE.,60646
+T5628,5628,"CHICAGO POLO VIII, INC.",2617 S. WABASH AVE.,60616
+T761,761,JERRY & SEBLE CAB COMPANY,6550 N. CLARK ST.,60626
+T3526,3526,SOLOMON GAIM INC.,6550 N. CLARK ST.,60626
+T183,183,KING EDWARD CAB CORP.,2617 S. WABASH AVE.,60616
+T2949,2949,JULY CAB CORP.,2617 S. WABASH AVE.,60616
+T5439,5439,TEEMU CORPORATION,4626 W. CORNELIA AVE.,60641
+T5429,5429,ESMERALDA CAB CO,1834 N. DAMEN AVE.,60647
+T893,893,MEDALLION FUNDING CHICAGO CORP II,4626 W. CORNELIA AVE.,60641
+T5610,5610,AMONICUS UNIVERSAL INC,2532 W. WARREN BLVD.,60612
+T2015,2015,SUKH CORP.,2857 W. GLENLAKE AVE.,60659
+T279,279,IL 10 CORP,3801 N. ELSTON AVE.,60618
+T5422,5422,"LUCKY SEVEN CHICAGO TWO, INC.",2617 S. WABASH AVE.,60616
+T2803,2803,MADISON CAB CORP.,4536 N. ELSTON AVE.,60630
+T3314,3314,PEACE INC.,6550 N. CLARK ST.,60626
+T6819,6819,NECT 10 LLC,6500 N. WESTERN AVE.,60645
+T2045,2045,TUCSON CAB CORP,4543 N. WESTERN AVE.,60625
+T6449,6449,SHAKKY & KAFE INC,1415 W. PRATT BLVD.,60626
+T3384,3384,AZEEM ROSIE INC,9696 W. FOSTER AVE.,60656
+T4637,4637,KAN ZAMAN EXPO INC,3351 W. ADDISON ST.,60618
+T4176,4176,IL 4 CORP.,3801 N. ELSTON AVE.,60618
+T806,806,MEDALLION FUNDING CHICAGO CORP IV,4536 N. ELSTON AVE.,60630
+T1869,1869,SLSJETS IV CAB CORP.,2617 S. WABASH AVE.,60616
+T2806,2806,MADISON CAB CORP.,4536 N. ELSTON AVE.,60630
+T2987,2987,RANI TAXI CORP,4020 W. GLENLAKE AVE.,60646
+T6888,6888,APOPO LLC,4536 N. ELSTON AVE.,60630
+T5526,5526,BALD EAGLE LIMITED,4626 W. CORNELA AVE.,60641
+T3987,3987,VALIEASR TAXI CORP.,2945 W. PETERSON AVE.,60659
+T1823,1823,TAXI MEDALLION GROUP LLC SERIES XIV,4175 N. ELSTON AVE.,60618
+T14,14,REX 3 INC.,6500 N. WESTERN AVE.,60630
+T455,455,"GGA EXPRESS, INC.",5416 N. BROADWAY ST.,60640
+T4322,4322,AMEER TAXI CORP,2532 W. WARREN BLVD.,60612
+T86,86,MCCAB XX CORP.,4626 W. CORNELIA AVE.,60641
+T3960,3960,WILNER MASSILLON,7351 N. RIDGE BLVD.,60645
+T5664,5664,SHAD EXPRESS INC.,3351 W. ADDISON ST.,60618
+T6374,6374,MARIZA TAXI CORP,2601 W. PETERSON AVE.,60659
+T5130,5130,BAZZI CAB COMPANY,2601 W. PETERSON AVE.,60659
+T613,613,JOHNS CABS CORP.,4536 N. ELSTON AVE.,60630
+T5962,5962,CHICAGO POLO VII INC.,2617 S. WABASH AVE.,60616
+T2147,2147,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T344,344,MCCAB XX CORP.,4626 W. CORNELIA AVE.,60641
+T4754,4754,BELICAGO TAXI LLC,3351 W. ADDISON ST.,60618
+T2173,2173,IMAGE EXPRESS INC,3351 W. ADDISON ST.,60618
+T611,611,HIMALAYA CORP,2601 W. PETERSON AVE.,60659
+T4285,4285,CYPRUS CAB CO,9696 W. FOSTER AVE.,60656
+T1006,1006,ATTAVIGAN CORP.,2601 W. PETERSON AVE.,60659
+T2321,2321,HUFFY & SUBBY CAB CO,9696 W. FOSTER,60656
+T2358,2358,SHEZAN INC,9696 W. FOSTER AVE.,60656
+T5550,5550,"AAF MANAGEMENT, INC.",3351 W. ADDISON ST.,60618
+T5440,5440,CENSAT TRANS INC,9696 W. FOSTER AVE.,60656
+T2862,2862,PIREAS TAXI CORP.,4536 N. ELSTON AVE.,60630
+T4839,4839,EYOB & YAFET LLC,6550 N. CLARK ST.,60626
+T6080,6080,MAC 24 CORP,4118 W. LAWRENCE AVE.,60630
+T5435,5435,"AMOR TAXI CAB, INC",4626 W. CORNELIA AVE.,60641
+T2199,2199,AEE'S CORP,3351 W. ADDISON ST.,60618
+T2212,2212,SOKL CAB CO,5830 N. MILTIMORE AVE.,60646
+T3795,3795,NECT 27 LLC,6500 N. WESTERN AVE.,60645
+T1644,1644,GRASU CAB CORP.,220 N. LAFLIN ST.,60607
+T2179,2179,SHAAN BORICHA INC,3351 W. ADDISON ST.,60618
+T1034,1034,NECT 42 LLC,6500 N. WESTERN AVE.,60645
+T3635,3635,ESRAA CAB CORP,9696 W. FOSTER AVE.,60656
+T4623,4623,LEON CAB INC,4555 N. CENTRAL AVE.,60630
+T3392,3392,FIRST LUNA INC.,4118 W. LAWRENCE AVE.,60630
+T2681,2681,MCCAB X CORP.,4626 W. CORNELIA AVE.,60641
+T1133,1133,"I & B MIDWEST ENTERPRISE, INC.",2617 S. WABASH AVE.,60616
+T5059,5059,BIG APPLE CAB ONE CO.,3351 W. ADDISON ST.,60618
+T2328,2328,MENDEFERA CAB INC,6550 N. CLARK ST.,60626
+T5993,5993,FANTASTIC TAXI INC,3351 W. ADDISON ST.,60618
+T6544,6544,ERI TRANS INC.,4626 W. CORNELIA AVE.,60641
+T3944,3944,AYAAN ONE INC,9696 W. FOSTER AVE.,60656
+T3477,3477,GHANA CAN INC,3351 W. ADDISON ST.,60618
+T4082,4082,AGAPH CAB CORP,2945 W. PETERSON AVE.,60659
+T4133,4133,SANTORINI CAB CORP.,4536 N. ELSTON AVE.,60630
+T6189,6189,MILA AND MIKE INC,2617 S. WABASH AVE.,60616
+T1088,1088,MIRANDA CAB CORPORATION,1310 N. KEDZIE AVE.,60651
+T219,219,TAURUS CAB INC,6500 N. WESTERN AVE.,60645
+T2578,2578,SANTORINI FIVE CAB CORP.,4536 N. ELSTON AVE.,60630
+T4402,4402,TOUFIK CAB CO.,9696 W. FOSTER AVE.,60656
+T5865,5865,LUCKY SEVEN CHICAGO THREE INC.,2617 S. WABASH AVE.,60616
+T5892,5892,LAKEPOINT CAB CO,4118 W. LAWRENCE AVE.,60630
+T3753,3753,3753 EJM INC,4118 W. LAWRENCE AVE.,60630
+T5478,5478,EF ENTERPRISES INC.,2601 W. PETERSON AVE.,60659
+T6391,6391,ATHINA CAB CORP.,2945 W. PETERSON AVE.,60659
+T4760,4760,"ELANNANI TRANS, INC",2601 W. PETERSON AVE.,60659
+T3814,3814,SENA & KENA INC.,3351 W. ADDISON ST.,60618
+T6917,6917,AL-MADINA CAB CORP,9696 W. FOSTER AVE.,60656
+T3508,3508,AHMED MURAD CORP.,3351 W. ADDISON ST.,60618
+T1123,1123,MAAZ CORP,2601 W. PETERSON AVE.,60659
+T3560,3560,CORPORAL CAB CO,1834 N. DAMEN AVE.,60647
+T3942,3942,HILAL EXPRESS LLC,2532 W. WARREN BLVD.,60612
+T4273,4273,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T2191,2191,ROADWAY INC,4118 W. LAWRENCE AVE.,60630
+T3969,3969,PEZHMAN CAB CO,6550 N. CLARK ST.,60626
+T1003,1003,ON TIME CAB COMPANY,9696 W. FOSTER AVE.,60656
+T1601,1601,PUNJAB CORP,3351 W. ADDISON ST.,60618
+T3796,3796,ROYA CAB CO,4020 W. GLENLAKE AVE.,60646
+T2651,2651,MEBRET CORP.,4626 W. CORNELIA AVE.,60641
+T266,266,NECT 26 LLC,6500 N. WESTERN AVE.,60645
+T2106,2106,BELKIDS TAXI LLC,3351 W. ADDISON ST.,60618
+T5667,5667,CAROLINA DELAVINA CORP.,2601 W. PETERSON AVE.,60659
+T1150,1150,GSJ TAXI CO.,4020 W. GLENLAKE ST.,60646
+T2807,2807,SAFE TAXI COMPANY,3351 W. ADDISON ST.,60618
+T4958,4958,"LUCKY SEVEN CHICAGO TWO, INC.",2617 S. WABASH AVE.,60616
+T5214,5214,TAIWO FOLARIN,850 W. EASTWOOD AVE.,60640
+T1955,1955,PARAMJIT ENTERPRISES INC,3351 W. ADDISON ST.,60618
+T5663,5663,TINA HACKING CORP.,2617 S. WABASH AVE.,60616
+T5917,5917,ERENA CAB CO,5416 N. BROADWAY ST.,60640
+T2456,2456,"I & B MIDWEST ENTERPRISE, INC.",2617 S. WABASH AVE.,60616
+T4342,4342,NUMI INC.,4626 W. CORNELIA AVE.,60641
+T4268,4268,TAXI MEDALLION GROUP LLC SERIESXXVI,4175 N. ELSTON AVE.,60618
+T6276,6276,N & Y INC.,3351 W. ADDISON ST.,60618
+T4135,4135,SARAH AND SAMIR CO.,2601 W. PETERSON AVE.,60659
+T3456,3456,KAILASH TRANS INC,2601 W. PETERSON AVE.,60659
+T5180,5180,SAMUEL A ANUM,8850 S. JUSTINE ST.,60620
+T5394,5394,A&P TRANSPORTATION INC.,2800 W. PETERSON AVE.,60659
+T6349,6349,OSI-ANET CAB INC.,4118 W. LAWRENCE AVE.,60630
+T2465,2465,SANTORINI TWO CAB CORP.,4536 N. ELSTON AVE.,60630
+T4442,4442,ELSTON ELEVEN LLC,2738 W. FULTON ST.,60612
+T2650,2650,CRYSTAL EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T5871,5871,SARATOGA TAXI LLC,4536 N. ELSTON AVE.,60630
+T4034,4034,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T2896,2896,SRHH INC,4118 W. LAWRENCE AVE.,60630
+T5333,5333,SIM TAXI CORP,9696 W. FOSTER AVE.,60656
+T1777,1777,"WADOOD, INC",9696 W. FOSTER AVE.,60656
+T4678,4678,TRIPS AND TIPS INC,4315 N. KEYSTONE AVE.,60641
+T2174,2174,W & D CAB CO,2601 W. PETERSON AVE.,60659
+T1071,1071,CHEN CHICAGO CORP.,5765 N. LINCOLN AVE.,60659
+T1512,1512,RAHEL EXPRESS INC.,5416 N. BROADWAY ST.,60640
+T3860,3860,3860 TAXI CORP,6550 N. CLARK ST.,60626
+T1490,1490,SHAHZAIB & ALI INC,3351 W. ADDISON ST.,60618
+T5334,5334,JAS CAB CORP,3351 W. ADDISON ST.,60618
+T5310,5310,NYAME BEKYERE INC.,3351 W. ADDISON ST.,60618
+T5284,5284,"CORTANY 1 TRANS, INC.",2532 W. WARREN BLVD.,60612
+T3721,3721,SANTAMARIA EXPRESS INC.,3358 W. CUYLER AVE.,60618
+T4496,4496,FAIZ CAB INC,9696 W. FOSTER AVE.,60656
+T6677,6677,NATHAN CAB CO,2601 W. PETERSON AVE.,60659
+T4658,4658,HUMIDITY II HACKING CORP.,2617 S. WABASH AVE.,60616
+T1753,1753,SLSJETS IV CAB CORP.,2617 S. WABASH AVE.,60616
+T4323,4323,MALTA CAB CORP,2945 W. PETERSON AVE.,60659
+T2840,2840,CHICAGO SKYLINE CAB CO.,9696 W. FOSTER AVE.,60656
+T6350,6350,BIG APPLE CAB ONE CO.,3351 W. ADDISON ST.,60618
+T6727,6727,SAMOS CAB CORP,2945 W. PETERSON AVE.,60659
+T54,54,TAXALE TAXI INC,2617 S. WABASH AVE.,60616
+T5367,5367,ANSHIV INC.,3351 W. ADDISON ST.,60618
+T880,880,JEWEL CAB CORP.,9696 W. FOSTER AVE.,60656
+T1626,1626,SALAM AA TAXI COMPANY,4626 W. CORNELIA AVE.,60641
+T1711,1711,NECT 22 LLC,6500 N. WESTERN AVE.,60645
+T5259,5259,NATHAN & EYOAS CORP.,5416 N. BROADWAY,60640
+T6087,6087,YCD CORPORATION,2601 W. PETERSON AVE.,60659
+T1763,1763,AUGUST CAB CORP.,2617 S. WABASH AVE.,60616
+T5188,5188,"JBL EXPRESS II, INC.",4626 W. CORNELIA AVE.,60641
+T643,643,PEACE INC.,6550 N. CLARK ST.,60626
+T2644,2644,STEFANIE AND AUDREY CAB CORP.,9696 W. FOSTER AVE.,60656
+T4415,4415,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T6704,6704,CARILLON TRANSIT LLC,2738 W. FULTON ST.,60612
+T1112,1112,PETANI CAB CORP,2945 W. PETERSON AVE.,60659
+T4009,4009,GHEDAM TRANS INC,5319 S. WOODLAWN AVE.,60615
+T3167,3167,FRANKLIN TAXI LLC,4536 N. ELSTON AVE.,60630
+T5230,5230,JAVIER DAVILA,5041 W. 63RD PL.,60638
+T6102,6102,RUBA EXPRESS INC.,4020 W. GLENLAKE AVE.,60646
+T4577,4577,SIENNA ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T3623,3623,ARRINGTON ENTERPRISES INC,2532 W. WARREN BLVD.,60612
+T5844,5844,EDGAR INC,2601 W. PETERSON AVE.,60659
+T917,917,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T2208,2208,AMR CAB CORP.,3351 W. ADDISON AVE.,60618
+T620,620,DANIELLA CAB CORP.,2617 S. WABASH AVE.,60616
+T1322,1322,BLACK TAXI INC,2601 W. PETERSON AVE.,60659
+T2153,2153,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T5326,5326,HUDSON CAB CORP.,4536 N. ELSTON AVE.,60630
+T1845,1845,J & I CAB CORP,2617 S. WABASH AVE.,60616
+T6570,6570,BETHEL MOKSON INC,810 W. GRACE ST.,60613
+T1414,1414,MAI-BELLA INC,4626 W. CORNELIA AVE.,60641
+T5124,5124,B AND C CAB CO,9696 W. FOSTER AVE.,60656
+T6734,6734,TAXI MEDALLION GROUP LLC-SERIES 35,4175 N. ELSTON AVE.,60618
+T2908,2908,SUNFLOWER CAB CO.,3351 W. ADDISON ST.,60618
+T3290,3290,"UNIVERSAL TRANSIT, INC.",2601 W. PETERSON AVE.,60659
+T808,808,VEEN TAXI INC,4020 W. GLENLAKE AVE.,60646
+T835,835,SWEETGRASS CAPITAL CORP.,3351 W. ADDISON ST.,60618
+T5366,5366,SHAD EXPRESS INC.,3351 W. ADDISON ST.,60618
+T6132,6132,MY SUNSHINE TAXI INC,4118 W. LAWRENCE AVE.,60630
+T6069,069,ROUND TOWN TAXI CO,3351 W. ADDISON ST.,60618
+T5941,5941,SADOR INC,5416 N. BROADWAY,60640
+T937,937,CHAKNAT TRANS INC,2601 W. PETERSON AVE.,60659
+T848,848,CHI AIRPORTS LANDFLIGHT INC.,2532 W. WARREN BLVD.,60612
+T3394,3394,JINDI TRANS INC,2601 W. PETERSON AVE.,60659
+T2592,2592,WIL-MAR CAB CO,9696 W. FOSTER AVE.,60657
+T5225,5225,"LUCKY SEVEN CHICAGO ONE, INC.",2617 S. WABASH AVE.,60616
+T838,838,BAZ CORP,2601 W. PETERSON AVE.,60659
+T6739,6739,TAXI MEDALLION GROUP LLC - SERIES 36,4175 N. ELSTON AVE.,60618
+T2180,2180,OZENA INC,4118 W. LAWRENCE AVE.,60630
+T1455,1455,ROSE TAXICAB INC,4626 W. CORNELIA AVE.,60641
+T5085,5085,FISKARDO CAB CO,2945 W. PETERSON AVE.,60659
+T4104,4104,SHAMILEE CAB CO,1032 W. MONTROSE AVE.,60613
+T2796,2796,SANTORINI CAB CORP.,4536 N. ELSTON AVE.,60630
+T6915,6915,CLEMENT INC.,3351 W. ADDISON ST.,60618
+T3355,3355,SAM B. CAB CO,4626 W. CORNELIA AVE.,60641
+T6528,6528,ANTIPAROS CAB CORP,2945 W. PETERSON AVE.,60659
+T2875,2875,SHEJ HAJ CORP,9696 W. FOSTER AVE.,60656
+T6521,6521,"OWAIS IMAN, CORP.",3351 W. ADDISON,60618
+T3663,3663,ALPHA BARRY CAB INC.,2601 W. PETERSON AVE.,60659
+T4940,4940,KALAVRITA CAB CORP,2945 W. PETERSON AVE.,60659
+T1250,1250,ARBAZ ALINA INC,2601 W. PETERSON AVE.,60659
+T5053,5053,OSKO CAB COMPANY,6550 N. CLARK ST.,60626
+T6342,6342,AMAL CORPORATION,3351 W. ADDISON ST.,60618
+T1183,1183,"MALUFEN, INC.",6550 N. CLARK ST.,60626
+T214,214,TAURUS CAB INC,6500 N. WESTERN AVE.,60645
+T4011,4011,RIVERSIDE CAB CORP,9696 W. FOSTER AVE.,60656
+T4621,4621,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T5999,5999,CASBAH CAB COMPANY,3351 W. ADDISON ST.,60618
+T1920,1920,BOULEVARD 1 CORP,3801 N. ELSTON AVE.,60618
+T6782,6782,ODUA INC,4118 W. LAWRENCE AVE.,60630
+T2350,2350,K & K & H INC.,2601 W. PETERSON AVE.,60659
+T6962,6962,CHITOWNCABBIE INC.,2532 W. WARREN BLVD.,60612
+T3803,3803,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T1002,1002,CITY TRANS INC,2550 W. ARGYLE ST.,60625
+T6414,6414,AKARAKA TRANSPORT INC.,3351 W. ADDISON ST.,60618
+T5502,5502,AMJAD CORP.,3351 W. ADDISON ST.,60618
+T6013,6013,BENJAMIN OWEN CORPORATION,4175 N. ELSTON ST.,60618
+T2206,2206,PERSISTENCE TAXI LLC,4536 N. ELSTON AVE.,60630
+T4566,4566,FDALA1 INC.,5451 N. EAST RIVER RD.,60656
+T3273,3273,K & Y CAB INC.,4626 W. CORNELIA AVE.,60641
+T919,919,SWEETGRASS CAPITAL CORP.,3351 W. ADDISON ST.,60618
+T1130,1130,G. A. S. CAB CO,5200 N. OTTO AVE.,60656
+T119,119,"OLAMAXX, INC.",3351 W. ADDISON ST.,60618
+T1992,1992,M A SALAM CAB CO,2202 N. ROCKWELL ST.,60647
+T2630,2630,MCCAB IV CORP.,4626 W. CORNELIA AVE.,606410
+T2115,2115,MAYFAIR CAB LLC,4536 N. ELSTON AVE.,60630
+T889,889,BRIDGET CAB COMPANY,3351 W. ADDISON ST.,60618
+T3516,3516,SANTORINI TAXI CO.,2945 W. PETERSON AVE.,60659
+T556,556,MCCAB XIV CORP.,4626 W. CORNELIA AVE.,60641
+T2853,2853,EFFI JOE INC.,3351 W. ADDISON ST.,60618
+T4084,4084,GURIYA INC.,3351 W. ADDISON ST.,60618
+T843,843,MCCAB IX CORP.,4536 N. ELSTON AVE.,60630
+T3550,3550,BATULA TAXI SERVICES LLC,3351 W. ADDISON ST.,60618
+T6310,6310,NOEL EXPRESS INC.,2532 W. WARREN BLVD.,60612
+T6752,6752,TAXI MEDALLION GROUP LLC-SERIES 37,4175 N. ELSTON AVE.,60618
+T3911,3911,VIOLET ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T2979,2979,ASSYA CAB CO,3351 W. ADDISON ST.,60618
+T3251,3251,BESSIES CAB CORP,9696 W. FOSTER AVE.,60656
+T7,7,YC1 LLC,3351 W. ADDISON ST.,60618
+T304,304,IL 10 CORP,3801 N. ELSTON AVE.,60618
+T116,116,CCO CHICAGO CORP.,9696 W. FOSTER AVE.,60656
+T4721,4721,NOAH AND NETSNET CORP,4848 N. WINTHROP AVE.,60640
+T3723,3723,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T1260,1260,DELAWARE INC.,5730 N. SHERIDAN RD.,60660
+T6192,6192,U CAB INC,3351 W. ADDISON ST.,60618
+T1316,1316,BHEROSAW CAB CORP,5416 N. BROADWAY,60640
+T750,750,GALAXY CHICAGO INC,3351 W. ADDISON ST.,60618
+T5431,5431,SHOWTIME CAB CORP,9696 W. FOSTER AVE.,60656
+T3229,3229,3229 TAXI CORP.,2601 W. PETERSON AVE.,60659
+T1627,1627,WHITE ROSE CHICAGO CORP,4626 W. CORNELIA AVE.,60641
+T4488,4488,FOUR SQUARE TAXI INC,4118 W. LAWRENCE AVE.,60630
+T156,156,RAPHEW AZEEZ,3516 W. 76TH ST.,60652
+T2922,2922,CHICAGO TAXI INC,6500 N. WESTERN AVE.,60645
+T1163,1163,REMZIJE CEKA,6538 N. DAMEN AVE.,60645
+T2636,2636,MATT-MAR CAB CO,5765 N. LINCOLN AVE.,60659
+T384,384,MASHAALLAH HNZ CORP,9696 W. FOSTER AVE.,60656
+T2755,2755,2755 TAXI CORP.,2601 W. PETERSON AVE.,60659
+T2930,2930,ACCURATE TAXI INC,4626 W. CORNELIA AVE.,60641
+T4284,4284,RIVERSIDE CAB CORP,9696 W. FOSTER AVE.,60656
+T2392,2392,JUHI INC,9696 W. FOSTER AVE.,60656
+T974,974,SBJ CAB CO.,4020 W. GLENLAKE AVE.,60646
+T4242,4242,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T6370,6370,GELEB INC ILL,6550 N. CLARK ST.,60626
+T857,857,MEDALLION FUNDING CHICAGO CORP III,4536 N. ELSTON AVE.,60630
+T6123,6123,TAXI MEDALLION GROUP LLC - SERIES 33,4175 N. ELSTON AVE.,60618
+T4022,4022,GOLD COAST TRANSPORTATION INC,2800 W. PETERSON AVE.,60659
+T1630,1630,JOHAL CAB CO,9696 W. FOSTER AVE.,60656
+T3835,3835,FIRST KARACHI INC,9696 W. FOSTER AVE.,60656
+T5127,5127,BADDISSA INC.,2601 W. PETERSON AVE.,60659
+T3019,3019,HERETIC INC,3351 W. ADDISON ST.,60618
+T4779,4779,VIDAL EXPRESS INC,3351 W. ADDISON ST.,60618
+T71,71,PED 4 LLC,9696 W. FOSTER AVE.,60656
+T5911,5911,MINASSE INC.,4626 W. CORNELIA AVE.,60641
+T672,672,VIDAL EXPRESS INC,3351 W. ADDISON ST.,60618
+T1690,1690,GRACE TRANS INC.,4020 W. GLENLAKE AVE.,60646
+T4282,4282,KHANGURA CAB CORP,4626 W. CORNELIA AVE.,60641
+T205,205,"RF 1, INC.",3351 W. ADDISON ST.,60618
+T2014,2014,GREEN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T5716,5716,MRS. TAXI INC,3351 W. ADDISON ST.,60618
+T6748,6748,NDIBEN INC,5315 N. CANFIELD AVE.,60656
+T6277,6277,KAHIN CORP,4020 W. CULLOM AVE.,60641
+T1578,1578,ONE CHATHA INC,3351 W. ADDISON ST.,60618
+T5248,5248,RAYMOND EGWIEKHOR,641 E. PERSHING RD.,60653
+T3699,3699,CHICAB THREE INC.,4020 W. GLENLAKE AVE.,60646
+T5822,5822,"CAMISAM TRANS, INC.",2601 W. PETERSON AVE.,60659
+T5967,5967,RITEWAY CAB CO,4020 W. GLENLAKE AVE.,60646
+T666,666,666 ENTERPRISE INC.,9696 W. FOSTER AVE.,60656
+T5566,5566,"TAXI MEDALLION GROUP, LLC SERIES 30",4175 N. ELSTON AVE.,60618
+T5960,5960,NBA TAXI INC II,4020 W. GLENLAKE AVE.,60646
+T5837,5837,HARRY VENTURES INTERNATIONAL CO.,3351 W. ADDISON ST.,60618
+T2124,2124,"ALEXIS CAB CO., INC.",2945 W. PETERSON AVE.,60659
+T3166,3166,FRANKLIN TAXI LLC,4536 N. ELSTON AVE.,60630
+T3278,3278,AWRA AND SARON CAB CORP,2601 W. PETERSON AVE.,60659
+T4915,4915,BROWN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T6150,6150,HOLY LAND CAB CO,3351 W. ADDISON ST.,60618
+T1105,1105,PLAYING POLO IN CHICAGO INC,2617 S. WABASH AVE.,60616
+T6670,6670,"POLLOB, INC.",2601 W. PETERSON AVE.,60659
+T3616,3616,USMAN CAB CO,9696 W. FOSTER AVE.,60656
+T3929,3929,NECT 28 LLC,6500 N. WESTERN AVE.,60645
+T2181,2181,GALLAGHER CAB CO,3351 W. ADDISON ST.,60618
+T2616,2616,CORPORAL CAB CO,1834 N. DAMEN AVE.,60647
+T5015,5015,SUPER SEVEN CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T3718,3718,DURETI AND DERARTU INC,3351 W. ADDISON ST.,60618
+T182,182,DAMMA CAB CORP,2617 S. WABASH AVE.,60616
+T3250,3250,SHOSHOO CAB INC.,4626 W. CORNELIA AVE.,60641
+T6380,6380,BARAK' ALLAH CORP,1441 W. HOWARD ST.,60626
+T2500,2500,PAROS CAB CORP.,2945 W. PETERSON AVE.,60659
+T5878,5878,CHICAGO M & R CORP.,4118 W. LAWRENCE AVE.,60630
+T1932,1932,JITEN INC.,4020 W. GLENLAKE AVE.,60646
+T3630,3630,RIVER NORTH CAB CO,6975 W. MELROSE ST.,60634
+T3966,3966,QUEENS HACKING CORP.,3351 W. ADDISON ST.,60618
+T5226,5226,AMMKO CAB CO,5702 W. 65TH ST.,60638
+T4917,4917,"I TAXI, INC.",2532 W. WARREN BLVD.,60612
+T4556,4556,DILRAJ CAB CO,3351 W. ADDISON ST.,60618
+T559,559,"LULU THREE, INC",2617 S. WABASH AVE.,60616
+T3001,3001,"CHICAGO POLO XV, INC.",2617 S. WABASH AVE.,60616
+T3501,3501,NEW CITY CAB CORP,4626 W. CORNELIA AVE.,60641
+T3447,3447,TIPTOM INC.,2617 S. WABASH AVE.,60616
+T5032,5032,"FIROZ CAB CO, INC",2601 W. PETERSON AVE.,60659
+T2188,2188,ROADWAY INC,4118 W. LAWRENCE AVE.,60630
+T5069,5069,TANAKA TRANS CORP.,4626 W. CORNELIA AVE.,60641
+T5152,5152,HEER CAB CORP,3351 W. ADDISON ST.,60618
+T5185,5185,VICK EXPRESS INC,2601 W. PETERSON AVE.,60659
+T1651,1651,MAKHANI CAB CO.,4118 W. LAWRENCE AVE.,60630
+T870,870,"J WESLEY, CORPORATION",2601 W. PETERSON AVE.,60659
+T5757,5757,ABRAHAM CAB CO,5200 N. OTTO AVE.,60656
+T1558,1558,FLAG CAB CORP.,3351 W. ADDISON ST.,60618
+T2575,2575,N-D CAB CO,2945 W. PETERSON AVE.,60659
+T6009,6009,JAMEYS INC.,4626 W. CORNELIA AVE.,60641
+T3708,3708,SANTORINI THREE CAB CORP.,4536 N. ELSTON AVE.,60630
+T100,100,MCCAB XX CORP.,4626 W. CORNELIA AVE.,60641
+T13,13,ABDELKADER BOUABDALLAOUI,5242 W. MONTROSE AVE.,60641
+T327,327,NECT 23 LLC,6500 N. WESTERN AVE.,60645
+T5731,5731,"TAXI MEDALLION GROUP, LLC SERIES 32",4175 N. ELSTON AVE.,60618
+T6095,6095,XMCHI CAB CO,3351 W. ADDISON ST.,60618
+T5476,5476,DEFIANCE TAXI LLC,3351 W. ADDISON ST.,60618
+T2543,2543,SNOWCAT TAXI LLC,2532 W. WARREN BLVD.,60612
+T1220,1220,ANY CAB CORP.,4536 N. ELSTON AVE.,60630
+T3479,3479,LEGESSE CAB CO,6550 N. CLARK ST.,60626
+T6278,6278,SCORPION CAB CO.,2617 S. WABASH AVE.,60616
+T6628,6628,"BOLAKO, INC",2601 W. PETERSON AVE.,60659
+T700,700,HASAN CAB CORPORATION,2532 W. WARREN BLVD.,60612
+T3920,3920,G & A CAB CORP,4626 W. CORNELIA AVE.,60641
+T2597,2597,RIDEWAY CAB CO,4020 W. GLENLAKE AVE.,60646
+T4377,4377,CHICAGO-AMERICAN TAXICAB INC,2532 W. WARREN BLVD.,60612
+T4817,4817,OLUFEMI S. BABATUNDE,2174 E. 96TH ST.,60617
+T2626,2626,SHAHI INC,9696 W. FOSTER AVE.,60656
+T1261,1261,ERENA TRANS INC,2601 W. PETERSON AVE.,60659
+T5028,5028,KPAAYAIN INC,3351 W. ADDISON ST.,60618
+T4315,4315,SASIM INC.,3351 W. ADDISON ST.,60618
+T3514,3514,NEW DIAMOND JUBILEE INC,2601 W. PETERSON AVE.,60659
+T630,630,SUSAN CAB CORP.,2617 S. WABASH AVE.,60616
+T3077,3077,SNOWBLIND CAB CORP,2617 S. WABASH AVE.,60616
+T6224,6224,HAFIZ BILAL EXPRESS INC.,3351 W. ADDISON ST.,60618
+T5216,5216,ZEKI CORP,2601 W. PETERSON AVE.,60659
+T3868,3868,"ILIRJAN, INC.",5851 N. ELSTON AVE.,60646
+T4655,4655,"TIRONS, INC.",9696 W. FOSTER AVE.,60656
+T5138,5138,EAST BOUND CAB COMPANY,2800 W. PETERSON AVE.,60659
+T3345,3345,GS CAB CO.,4020 W. GLENLAKE AVE.,60646
+T4008,4008,HYDRA TAXI LLC,4536 N. ELSTON AVE.,60630
+T337,337,CHITOWN CAB INC. #IV,4020 W. GLENLAKE AVE.,60646
+T5512,5512,JESSIE 1 INC.,2601 N. PETERSON AVE.,60659
+T755,755,NECT 33 LLC,6500 N. WESTERN AVE.,60645
+T287,287,KALOYAN B CO.,6500 N. WESTERN AVE.,60645
+T4861,4861,N'KAI TRANS INC,2601 W. PETERSON AVE.,60659
+T2037,2037,YETTDEL CORP.,3351 W. ADDISON AVE.,60618
+T773,773,BEBE VICTOR INC,3351 W. ADDISON ST.,60618
+T149,149,IL 7 CORP,3801 N. ELSTON AVE.,60618
+T5982,5982,PARAMJIT ENTERPRISES INC,3351 W. ADDISON ST.,60618
+T1253,1253,SHAKIRA B. ZAIDI,6236 N. RICHMOND ST.,60659
+T3904,3904,CHICAGO-LOOP TAXI INC,3351 W. ADDISON ST.,60618
+T1451,1451,EC CHICAGO TAXI LLC,4536 N. ELSTON AVE.,60630
+T3665,3665,TOULYATI CAB INC,6705 N. GREENVIEW AVE.,60626
+T43,43,NECT 30 LLC,6500 N. WESTERN AVE.,60645
+T5536,5536,SWAT EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T6153,6153,MAI-BELLA INC,4626 W. CORNELIA AVE.,60641
+T6481,6481,CITY TAXI INC.,4536 N. ELSTON AVE.,60630
+T6145,6145,TAMANNA CAB CO,4020 W. GLENLAKE AVE.,60646
+T4038,4038,SUMAR INC,3351 W. ADDISON ST.,60618
+T906,906,"HARA DIN, INC.",2601 W. PETERSON AVE.,60659
+T5115,5115,UNIQUE CAB CO,2800 W. PETERSON AVE.,60659
+T4910,4910,AM LOVERS INC,9696 W. FOSTER AVE.,60656
+T1819,1819,AWAN EXPRESS INC,2506 W. TOUHY AVE.,60645
+T4770,4770,"RASBOL, INC.",2532 W. WARREN BLVD.,60612
+T3653,3653,BLUE EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T1469,1469,LIAMODANTE CORP,3149 W. 59TH ST.,60629
+T5812,5812,ADRIAN CAB CO.,5320 N. LOWELL AVE.,60630
+T3549,3549,GEORGE ATTO,2532 W. WINNEMAC AVE.,60625
+T5183,5183,ITHAKA CAB CORP,2945 W. PETERSON AVE.,60659
+T297,297,RAHIM TAXICAB INC,4626 W. CORNELIA AVE.,60641
+T5045,5045,"CHICAGO POLO XVI, INC",2617 S. WABASH AVE.,60616
+T2038,2038,SAGGITARIUS 1 INC.,6500 N. WESTERN AVE.,60645
+T6567,6567,J J B B INC,4020 W. GLENLAKE AVE.,60646
+T1192,1192,IFYDA CAB CO,4118 W. LAWRENCE AVE.,60630
+T2146,2146,ROMAS CORP I,5416 N. BROADWAY ST.,60640
+T6233,6233,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T5380,5380,OKUBA CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T1154,1154,MM & SS TAXI INC,9696 W. FOSTER AVE.,60656
+T1118,1118,GIGI 123 INC,4626 W. CORNELIA AVE.,60641
+T847,847,"SHAUN LOVES CHICAGO, INC.",2617 S. WABASH AVE.,60616
+T2322,2322,MNSRRA CAB INC,2532 W. WARREN BLVD.,60612
+T946,946,NECT 37 LLC,6500 N. WESTERN AVE.,60645
+T1303,1303,BOLISH INC,1026 W. MONTROSE AVE.,60613
+T6940,6940,SKI CORP,9696 W. FOSTER AVE.,60656
+T2982,2982,SNY CAB INC,5416 N. BROADWAY,60640
+T1769,1769,IDEAL CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T5758,5758,RAEES TAXI INC,4118 W. LAWRENCE AVE.,60630
+T5016,5016,SUN OK KIM,4626 W. CORNELIA AVE.,60641
+T3622,3622,YRW CORP.,5416 N. BROADWAY ST.,60640
+T3686,3686,SM LEGACY INC,4118 W. LAWRENCE AVE.,60630
+T807,807,AIAI TAXI INC,4020 W. GLENLAKE AVE.,60646
+T1363,1363,1363 CAB INC,4626 W. CORNELIA AVE.,60641
+T6035,6035,BMC CAB CORP.,3351 W. ADDISON ST.,60618
+T2897,2897,SYED CORPORATION,9696 W. FOSTER AVE.,60656
+T6135,6135,BEOWULF TRANS INC,2800 W. PETERSON AVE.,60659
+T5632,5632,ARELLANO CAB CORP,9696 W. FOSTER AVE.,60656
+T5981,5981,ENGINEER'S CAB CORP,5765 N. LINCOLN AVE.,60659
+T1457,1457,CHAND CAB CO,9696 W. FOSTER AVE.,60656
+T2854,2854,"CHICAGO POLO XIV, INC.",2617 S. WABASH AVE.,60616
+T5397,5397,BILAL CAB CORP,3351 W. ADDISON ST.,60618
+T5408,5408,BMK TAXI CORP,5416 N. BROADWAY,60640
+T323,323,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T2747,2747,LEMAJ INC,2800 W. PETERSON ST.,60618
+T1810,1810,RUBEN TRANS INC.,5415 N. SHERIDAN RD.,60640
+T3334,3334,SANTORINI SIX CAB CORP.,4536 N. ELSTON AVE.,60630
+T854,854,JOELIZ CORP INC,3351 W. ADDISON ST.,60618
+T5381,5381,SAFE TAXI COMPANY,3351 W. ADDISON ST.,60618
+T515,515,TASEP LLC,6900 N. RIDGE BLVD.,60645
+T846,846,NECT 34 LLC,6500 N. WESTERN AVE.,60645
+T5890,5890,ANNIE CORP,3351 W. ADDISON ST.,60618
+T849,849,MEDALLION FUNDING CHICAGO CORP III,4536 N. ELSTON AVE.,60630
+T4198,4198,ALEXANDRIA INC,9696 W. FOSTER AVE.,60656
+T1155,1155,CLODOMY SOUFFRANT,1739 W. WALLEN AVE.,60626
+T6860,6860,ELBADAWI TRANS INC,9696 W. FOSTER AVE.,60656
+T4896,4896,KING'S CORP,2601 W. PETERSON AVE.,60659
+T2826,2826,UNIK 1 CORP,2601 W. PETERSON AVE.,60659
+T6334,6334,SAMTEX INC.,2532 W. WARREN BLVD.,60612
+T6388,6388,ADAM CAB CO.,2601 W. PETERSON AVE.,60659
+T1533,1533,JAKE TRANSIT CO.,2617 S. WABASH AVE.,60616
+T2442,2442,TAXALE TAXI INC,2617 S. WABASH AVE.,60616
+T4330,4330,GYPSY CAB CORP.,2617 S. WABASH AVE.,60616
+T37,37,"CHICAGO POLO XIII, INC.",2617 S. WABASH AVE.,60616
+T6881,6881,MOMO LLC,4536 N. ELSTON AVE.,60630
+T2022,2022,ELSTON FIFTEEN LLC,2738 W. FULTON ST.,60612
+T6237,6237,TERRA TAXI INC.,6500 N. WESTERN AVE.,60645
+T4189,4189,GEJA CAB CO,2532 W. WARREN BLVD.,60612
+T1119,1119,FATOU INC.,9696 W. FOSTER AVE.,60656
+T1860,1860,JANDI INC.,4020 W. GLENLAKE AVE.,60646
+T4190,4190,BIJAN SALEHI-MOORKANI,4880 N. MARINE DR.,60640
+T975,975,OIA CAB CORP.,4536 N. ELSTON AVE.,60630
+T4991,4991,MUSSIE AND SIRAK CORP.,2601 W. PETERSON AVE.,60659
+T4157,4157,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T27,27,ROADWAY CAB CO,4301 W. MONTROSE AVE.,60641
+T2263,2263,BRAD CAB CO,9696 W. FOSTER AVE.,60656
+T3689,3689,Z & M RIDE INC,9696 W. FOSTER AVE.,60656
+T4548,4548,TAXI MEDALLION GROUP LLC SERIES 27,4175 N. ELSTON AVE.,60618
+T612,612,DRAKE GLOBAL ENTERPRISES INC.,2945 W. PETERSON AVE.,60659
+T5896,5896,STR CAB CO,4626 W. CORNELIA AVE.,60641
+T4695,4695,LIAQUAT A. QURESHI,4336 N. KEDVALE AVE.,60641
+T952,952,NECT 38 LLC,6500 N. WESTERN AVE.,60645
+T3743,3743,SANTORINI FIVE CAB CORP.,4536 N. ELSTON AVE.,60630
+T4131,4131,CHICAB THREE INC.,4020 W. GLENLAKE AVE.,60646
+T3594,3594,"HOLGUER, INC",3351 W. ADDISON ST.,60618
+T1332,1332,KILLER DOG CAB CORP,2617 S. WABASH AVE.,60616
+T1368,1368,KHAOLA INC,1400 E. 55TH PL.,60637
+T4209,4209,DANNY S JADOU,4900 N. MONT CLARE AVE.,60656
+T3654,3654,CHADWICK CAPITAL CORP,4118 W. LAWRENCE AVE.,60630
+T4244,4244,AFA TAXI INC.,4118 W. LAWRENCE AVE.,60630
+T103,103,SOPHIE TAXI LLC,4175 N. ELSTON AVE.,60618
+T1748,1748,"A.M. ""EBENEZER, INC""",4118 W. LAWRENCE AVE.,60630
+T318,318,YAHYA EXPRESS INC,2532 W. WARREN BLVD.,60612
+T1240,1240,CHITOWN CAB INC. #IV,4020 W. GLENLAKE AVE.,60646
+T5471,5471,A. N. CAB CO. INC,9696 W. FOSTER AVE.,60656
+T652,652,Z & Z CAB INC,3351 W. ADDISON ST.,60618
+T4316,4316,AIC EXPRESS INC.,5416 N. BROADWAY ST.,60640
+T1200,1200,NECT 17 LLC,6500 N. WESTERN AVE.,60645
+T4889,4889,NOUREDINE CORP.,2532 W. WARREN BLVD.,60612
+T1016,1016,VALI ENTERPRISES INC,2601 W. PETERSON AVE.,60659
+T3044,3044,"CHICAGO POLO XV, INC.",2617 S. WABASH AVE.,60616
+T4738,4738,CHICAGO MEDALLION FOUR LLC.,9696 W. FOSTER AVE.,60656
+T6275,6275,ONYAME YE KESE CORP.,3351 W. ADDISON ST.,60618
+T2675,2675,MCCAB IV CORP.,4626 W. CORNELIA AVE.,606410
+T4434,4434,LATEEF GBAJUMO,9807 S. OGLESBY AVE.,60617
+T231,231,BABY CAB CORP.,2617 S. WABASH AVE.,60616
+T3561,3561,"ENDWELL SERVICES, INC",2532 W. WARREN BLVD.,60612
+T4702,4702,CHICAGO TOURIST CAB CO,3351 W. ADDISON ST.,60618
+T3470,3470,FLAG CAB CORP.,3351 W. ADDISON ST.,60618
+T5003,5003,"ARBER CITY TRANS, INC.",5765 N. LINCOLN AVE.,60659
+T4581,4581,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T6113,6113,AALA HAZRAT CAB CORP,4118 W. LAWRENCE,60630
+T434,434,ESRAA CAB CORP,9696 W. FOSTER AVE.,60656
+T5517,5517,"PASALIC, INC.",2601 W. PETERSON AVE.,60659
+T6437,6437,MEMON INC.,2601 W. PERTERSON AVE.,60659
+T1900,1900,TKL CAB INC.,2601 W. PETERSON AVE.,60659
+T1704,1704,GEE GEE INC,4118 W. LAWRENCE AVE.,60630
+T6538,6538,ALL BOUNDS TAXI CORP,6339 W. GEORGE ST.,60634
+T4662,4662,MOOSA INC.,4118 W. LAWRENCE AVE.,60630
+T3946,3946,J & I CAB CORP,2617 S. WABASH AVE.,60616
+T564,564,CHA CHA JI CAB CO,5200 N. OTTO AVE.,60656
+T6758,6758,FAMINA INC.,9696 W. FOSTER AVE.,60656
+T4030,4030,TAXI FOR LESS INC,2800 W. PETERSON AVE.,60659
+T3449,3449,AMERICAN RIDER CAB CO,3351 W. ADDISON ST.,60618
+T3297,3297,"TAXI MEDALLION GROUP,LLC-SERIES V",4175 N. ELSTON AVE.,60618
+T2398,2398,SHAN TRANSPORATION INC,9696 W. FOSTER AVE.,60656
+T6019,6019,FOUAZ INC,2235 W. MAYPOLE AVE.,60612
+T1464,1464,JONHI CORP,724 W. WASHINGTON BLVD.,60661
+T3764,3764,"MUGHAL BROTHERS, INC.",2601 W. PETERSON AVE.,60659
+T1583,1583,ATTY CAB CO,9696 W. FOSTER AVE.,60656
+T3627,3627,LAKESHORE CCO INC.,6960 N. BELL AVE.,60645
+T6655,6655,"TAXI MEDALLION GROUP, LLC-SERIES 34",4175 N. ELSTON AVE.,60618
+T5449,5449,LILLY CAB CORP,2617 S. WABASH AVE.,60616
+T2300,2300,NICK VOGDANOS,4648 N. PAULINA ST.,60640
+T3599,3599,POPO INC,2601 W. PETERSON AVE.,60659
+T6381,6381,CHICAGO AUCTION CAB CO.,2617 S. WABASH AVE.,60616
+T3257,3257,MERCURY CAB CO,5606 N WESTERN AVE.,60659
+T1389,1389,HAMIT ZANI CORP,2601 W. PETERSON AVE.,60659
+T5125,5125,ABRAR CORP.,9696 W. FOSTER AVE.,60656
+T3489,3489,ULTRA INVESTMENT CORP,3351 W. ADDISON ST.,60618
+T5589,5589,IMAGIN EXPRESS INC,3351 W. ADDISON ST.,60618
+T3330,3330,"R.M.Z. TRANSIT, INC.",3443 N. NEENAH AVE.,60634
+T3995,3995,ELIAS TAXI I LLC,9696 W. FOSTER AVE.,60656
+T4686,4686,BAROMETER II HACKING CORP.,2617 S. WABASH AVE.,60616
+T4366,4366,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T4595,4595,AMC CAB CORP.,3351 W. ADDISON ST.,60618
+T4264,4264,T20 INC,3351 W. ADDISON ST.,60618
+T2830,2830,HASEEB INC,4118 W. LAWRENCE ST.,60630
+T400,400,CHAUDHRY STARS INC,3351 W. ADDISON ST.,60618
+T1933,1933,MILOS CAB CORP,2945 W. PETERSON AVE.,60659
+T5907,5907,DUA CAB CO,6326 N. RICHMOND ST.,60659
+T4523,4523,HAZAL TRANSIT INC.,3553 N. NEENAH AVE.,60634
+T5897,5897,TOP TOP TAXI INC,3351 W. ADDISON ST.,60618
+T3423,3423,YEMD INC.,4118 W. LAWRENCE AVE.,60630
+T836,836,JOHNS CABS CORP.,4536 N. ELSTON AVE.,60630
+T4412,4412,TAXI 4 YOU INC,3351 W. ADDISON ST.,60618
+T3714,3714,ABILITY SERVICES LTD.,2601 W. PETERSON AVE.,60659
+T4620,4620,MOISTURE II HACKING CORP.,2617 S. WABASH AVE.,60616
+T6663,6663,SST CAB CO,4020 W. GLENLAKE AVE.,60646
+T4097,4097,CHITOWN CAB INC. #IV,4020 W. GLENLAKE AVE.,60646
+T6393,6393,LALA TAXI CORP.,9696 W. FOSTER AVE.,60656
+T3563,3563,FAARAH TRANSPORTATION INC,3351 W. ADDISON ST.,60618
+T1760,1760,M A SALAM CAB CO,2202 N. ROCKWELL ST.,60647
+T33,33,BEBE VICTOR INC,3351 W. ADDISON ST.,60618
+T1939,1939,AHAD EXP INC.,4118 W. LAWRENCE AVE.,60630
+T2186,2186,VEE-DOR CAB CO.,9696 W. FOSTER AVE.,60656
+T2825,2825,T J SCOTT CAB CO,9441 S. INDIANA AVE.,60619
+T5242,5242,EASY TRAVEL INC,3351 W. ADDISON ST.,60618
+T418,418,VIRGO TAXI CAB CO.,6500 N. WESTERN AVE.,60645
+T1199,1199,GREEN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T687,687,SANTORINI CAB CORP.,4536 N. ELSTON AVE.,60630
+T4842,4842,INACIO CORP.,3617 W. PALMER ST.,60647
+T3268,3268,SANTORINI TWO CAB CORP.,4536 N. ELSTON AVE.,60630
+T1329,1329,IMRAN & ANWER CORPORATION,4020 W. GLENLAKE AVE.,60646
+T565,565,LULU FOUR INC,2617 S. WABASH AVE.,60616
+T1418,1418,SUSU TAXI INC,3351 W. ADDISON ST.,60618
+T2973,2973,MC TAXI CORP,2532 W. WARREN BLVD.,60612
+T4126,4126,G & KAMAL INC,9696 W. FOSTER AVE.,60656
+T6199,6199,NEEYAT CORP.,5416 N. BROADWAY ST.,60640
+T897,897,CARLOS J. SANCHEZ,9696 W. FOSTER AVE.,60656
+T4424,4424,"CUBBY CAB, INC.",9696 W. FOSTER AVE.,60656
+T4907,4907,K L S TRANS INC,2617 S. WABASH AVE.,60616
+T1652,1652,SNOWFALL II HACKING CORP,2617 S. WABASH AVE.,60616
+T3823,3823,K.M.M. INC.,5200 N. OTTO AVE.,60656
+T5036,5036,GRAPEVINE TAXI LLC,4536 N. ELSTON AVE.,60630
+T646,646,AGAPH CAB CORP,2945 W. PETERSON AVE.,60659
+T180,180,BELICAGO TAXI LLC,3351 W. ADDISON ST.,60618
+T6358,6358,6358 TAXI CAB CORP.,3351 W. ADDISON ST.,60618
+T4428,4428,WONDER CAB COMPANY,3351 W. ADDISON ST.,60618
+T4799,4799,NEDAL INC.,3351 W. ADDISON ST.,60618
+T6399,6399,6399 TAXI CORP,4118 W. LAWRENCE AVE.,60630
+T4493,4493,SNOWBLIND CAB CORP,2617 S. WABASH AVE.,60616
+T2907,2907,MODHISH INC.,6550 S. CLARK ST.,60626
+T5609,5609,ELSTON FOUR LLC,3351 W. ADDISON ST.,60618
+T2515,2515,CHICAGO CAB 2 CORP.,2945 W. PETERSON AVE.,60659
+T429,429,MCCAB VII CORP.,4626 W. CORNELIA AVE.,60641
+T493,493,CASTAWAYS CAB LTD,2532 W. WARREN BLVD.,60612
+T670,670,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T1659,1659,CASA BLANCA EXPRESS INC,4118 W. LAWRENCE AVE.,60630
+T1473,1473,YC26 LLC,3351 W. ADDISON ST.,60618
+T5389,5389,BAZZI CAB COMPANY,2601 W. PETERSON AVE.,60659
+T4660,4660,HAQ TRANSPORTATION INC,3351 W. ADDISON ST.,60618
+T3266,3266,AFABOLA INC,2800 W. PETERSON AVE.,60659
+T2238,2238,LEROY RAMSAY,9032 S. YATES BLVD.,60617
+T5056,5056,TAP TAP CAB CO,2601 W. PETERSON AVE.,60659
+T4150,4150,KING SOLOMON CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T4156,4156,CHICAB THREE INC.,4020 W. GLENLAKE AVE.,60646
+T2446,2446,TASS INC,3351 W. ADDISON ST.,60618
+T6183,6183,KHANI CORP,6330 N. KEDVALE AVE.,60646
+T702,702,Z & Z CAB INC,3351 W. ADDISON ST.,60618
+T6121,6121,"FOUMBOT, INC.",9696 W. FOSTER AVE.,60656
+T4462,4462,"NECT 3, INC",6500 N. WESTERN AVE.,60645
+T2565,2565,TOBIADE INC.,3351 W. ADDISON AVE.,60618
+T3620,3620,DAVID K CAB CO,5423 N. KILDARE AVE.,60630
+T895,895,PEACE TAXICAB INC,4020 W. GLENLAKE AVE.,60646
+T949,949,GREENVALE TAXI LLC,4536 N. ELSTON AVE.,60630
+T6643,6643,CYRENAICA CORP,2532 W. WARREN BLVD.,60612
+T1248,1248,BIG APPLE CAB ONE CO.,3351 W. ADDISON ST.,60618
+T1276,1276,CANAAN TRANSPORTATION INC,4626 W. CORNELIA AVE.,60641
+T4291,4291,TAXI CAB INC,3351 W. ADDISON ST.,60618
+T5280,5280,"EAGLE EXPRESS, INC.",4626 W. CORNELIA AVE.,60641
+T5360,5360,CASH CAB CO,3351 W. ADDISON ST.,60618
+T2143,2143,RAJI INC,5765 N. LINCOLN AVE.,60659
+T4362,4362,TAHIR'S CORP,3351 W. ADDISON ST.,60618
+T148,148,DRIVEN TAXICAB LLC,718 W. GORDON TER.,60613
+T2232,2232,MASSAWA PORT CITY INC,6550 N. CLARK ST.,60626
+T3533,3533,ASLAN TAXI CORP,4118 W. LAWRENCE AVE.,60630
+T771,771,"CHICAGO POLO XI, INC.",2617 S. WABASH AVE.,60616
+T997,997,PLAYING POLO IN CHICAGO INC,2617 S. WABASH AVE.,60616
+T2334,2334,REX 1 INC.,6500 N. WESTERN AVE.,60645
+T456,456,SASHA CAB COMPANY,3351 W. ADDISON ST.,60618
+T5468,5468,CHICAGO'S FIVE STAR CORP.,2235 W. MAYPOLE AVE.,60612
+T2165,2165,VLAD CAB INC,2334 N. LAKEWOOD ST.,60614
+T4427,4427,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T321,321,MR TAXI 2 INC,3351 W. ADDISON ST.,60618
+T2895,2895,SLSJETS I CAB CORP.,2617 S. WABASH AVE.,60616
+T4884,4884,4884 RAJA INC,4118 W. LAWRENCE AVE.,60630
+T709,709,NEMESIS CAB CORP.,2945 W. PETERSON AVE.,60659
+T6568,6568,J J B B INC,4020 W. GLENLAKE AVE.,60646
+T5427,5427,MIRACLE EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T3854,3854,NEGELE ARSI INC,3351 W. ADDISON ST.,60618
+T5004,5004,"CHANDIYA, INC.",3351 W. ADDISON ST.,60618
+T6424,6424,STNY TAXI CORP.,4536 N. ELSTON AVE.,60630
+T3327,3327,ANVERY TRANS INC,2601 W. PETERSON AVE.,60659
+T4772,4772,"BOLAKO, INC",2601 W. PETERSON AVE.,60659
+T6516,6516,WELCOME TAXICAB INC,4020 W. GLENLAKE AVE.,60646
+T6348,6348,MAZ INC. CORP.,6031 S. MERRIMAC AVE.,60638
+T2046,2046,AMELIE CAB CORP,2601 W. PETERSON AVE.,60659
+T2946,2946,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T3004,3004,NORTH CAB CO,9696 W. FOSTER AVE.,60656
+T179,179,KING EDWARD CAB CORP.,2617 S. WABASH AVE.,60616
+T768,768,AHMED EXPRESS INC,3351 W. ADDISON ST.,60618
+T562,562,TAXI MEDALLION GROUP LLC SERIESXII,4175 N. ELSTON AVE.,60618
+T5250,5250,M & S CAB CO,6550 N. CLARK ST.,60626
+T4800,4800,SAMINA EXPRESS INC.,4020 W. GLENLAKE AVE.,60646
+T2002,2002,ELSTON FIFTEEN LLC,2738 W. FULTON ST.,60612
+T4440,4440,SILKY CAB CORP.,9696 W. FOSTER AVE.,60656
+T332,332,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T1101,1101,HAFIZ CAB CORP,3351 W. ADDISON ST.,60618
+T444,444,SAHER CAB CO,3351 W. ADDISON ST.,60618
+T5696,5696,"CHICAGO CAB, INC. #1",6550 N. CLARK ST.,60626
+T4,4,YC1 LLC,3351 W. ADDISON ST.,60618
+T5679,5679,SHIVAM CAB CO.,4118 W. LAWRENCE AVE.,60630
+T6924,6924,SUNFLOWER CAB CO.,3351 W. ADDISON ST.,60618
+T1307,1307,"PED 1, LLC",9696 W. FOSTER AVE.,60656
+T1885,1885,OKIES CAB CORP.,6550 N. CLARK ST.,60626
+T4492,4492,TAXI MEDALLION GROUP LLC SERIES II,3351 W. ADDISON ST.,60618
+T6617,6617,MEHCO INC.,9696 W. FOSTER AVE.,60656
+T4421,4421,NORTOWN EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T2215,2215,POTRERO INC,4626 W. CORNELIA AVE.,60641
+T1923,1923,"BLACK ROSE, INC.",4118 W. LAWRENCE AVE.,60630
+T109,109,TAURUS CAB INC,6500 N. WESTERN AVE.,60645
+T3295,3295,SHANDY DALLAS INC.,2532 W. WARREN BLVD.,60612
+T1673,1673,NECT 20 LLC,6500 N. WESTERN AVE.,60645
+T3811,3811,"CHICAGO CAB, INC. #1",6550 N. CLARK ST.,60626
+T3416,3416,KINGSLEY COFIE,8406 S. BURNHAM AVE.,60617
+T2396,2396,PERSISTENCE TAXI LLC,4536 N. ELSTON AVE.,60630
+T5441,5441,NOORANI CAB SERVICE INC.,4020 W. GLENLAKE AVE.,60646
+T944,944,NAXOS CAB CORP,2945 W. PETERSON AVE.,60659
+T6947,6947,EYAD CAB CO,4626 W. CORNELIA AVE.,60641
+T278,278,GEORGE D. PANAGOULIAS,1120 W. OAKDALE AVE.,60657
+T574,574,"CHICAGO POLO V, INC.",2617 S. WABASH AVE.,60616
+T6372,6372,RISING STAR CAB INC.,3351 W. ADDISON ST.,60618
+T2119,2119,SETARE 2 INC,2945 W. PETERSON AVE.,60659
+T1744,1744,TRIPLE SA INC.,4020 W. GLENLAKE AVE.,60646
+T1658,1658,SNOWFALL II HACKING CORP,2617 S. WABASH AVE.,60616
+T5452,5452,LINJAKE INC.,4626 W. CORNELIA AVE.,60641
+T6513,6513,"TAXI MEDALLION GROUP, LLC-SERIES 34",4175 N. ELSTON AVE.,60618
+T2637,2637,KHANZADA EXPRESS INC,4118 W. LAWRENCE AVE.,60630
+T5223,5223,TAXI MEDALLION GROUP LLC-SERIESXVII,4175 N. ELSTON AVE.,60618
+T1153,1153,ROYA CAB CO,4020 W. GLENLAKE AVE.,60646
+T4079,4079,MOSES FRANK,6731 S. SOUTH CHICAGO AVE.,60637
+T5329,5329,ALTHERAS CAB CORP,2945 W. PETERSON AVE.,60659
+T5140,5140,IRA C BERGER,6311 N. LAWNDALE AVE.,60659
+T4171,4171,TAXI MEDALLION GROUP LLC SERIESXXVI,4175 N. ELSTON AVE.,60618
+T1382,1382,NECT 17 LLC,6500 N. WESTERN AVE.,60645
+T280,280,GARBACZ INC,2601 W. PETERSON AVE.,60659
+T5935,5935,RAHMAN INC,4118 W. LAWRENCE AVE.,60630
+T2860,2860,A & Z CAB INC,4626 W. CORNELIA AVE.,60641
+T388,388,DEKA CAB CORP,4536 N. ELSTON AVE.,60630
+T6548,6548,"TUDA 4U, CORP.",2601 W. PETERSON AVE.,60659
+T1893,1893,ARES CAB CORP.,2945 W. PETERSON AVE.,60659
+T176,176,POLO TAXI CAB INC,4626 W. CORNELIA AVE.,60641
+T5227,5227,AKAL TRANSPORT CORP,4020 W. GLENLAKE AVE.,60646
+T186,186,MILES CAB CORP,3351 W. ADDISON ST.,60618
+T6043,6043,CITY ROAD CORP,4626 W. CORNELIA AVE.,60641
+T2079,2079,CHICAGO CAB CORP.,2945 W. PETERSON AVE.,60659
+T3891,3891,COLLINETTE E. KING-BRIGHT,1067 N. MILWAUKEE AVE.,60642
+T4994,4994,I.B.M.F. TAXI LLC,4640 N. SHERIDAN RD.,60640
+T1297,1297,ANNAFO INC,3351 W. ADDISON ST.,60618
+T3072,3072,PUNJAB ROADWAYS INC,4020 W. GLENLAKE AVE.,60646
+T3538,3538,"CHICAGO POLO X, INC.",2617 S. WABASH AVE.,60616
+T3684,3684,MOHAMMED AZIZ AHMED,4601 W. 82ND ST.,60652
+T1060,1060,HORIZON CAB CO.,4626 W. CORNELIA AVE.,60641
+T3670,3670,N K CAB CO INC,4626 W. CORNELIA AVE.,60641
+T2287,2287,K E J TAN CAB CO,4626 W. CORNELIA AVE.,60641
+T3401,3401,ELIAS TAXI II LLC,9696 W. FOSTER AVE.,60656
+T3070,3070,CATCH A CAB CORP.,3351 W. ADDISON ST.,60618
+T224,224,BEDFORD CAB TWO CORP,3351 W. ADDISON,60618
+T2419,2419,RAMALLA CAB CO,4626 W. CORNELIA AVE.,60641
+T5738,5738,CHICAGO TAXI EXPRESS INC.,5416 N. BROADWAY,60640
+T5090,5090,PARK WEST EXPRESS INC,9696 W. FOSTER AVE.,60656
+T3812,3812,AMRIN1 TRANS INC,2601 W. PETERSON AVE.,60659
+T3048,3048,BROWN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T2210,2210,SAGE TRANS INC,2601 W. PETERSON AVE.,60659
+T1010,1010,ADA TEUTA GENTI CORP,5941 N. KIMBALL AVE.,60659
+T1889,1889,WEST CAB INC,9696 W. FOSTER AVE.,60656
+T6042,6042,3860 TAXI CORP,6550 N. CLARK ST.,60626
+T4776,4776,GEMINI TAXI CORP,2945 W. PETERSON AVE.,60659
+T2932,2932,PEACH CAPITAL CORP,9696 W. FOSTER AVE.,60656
+T226,226,BABY CAB CORP.,2617 S. WABASH AVE.,60616
+T5196,5196,JULY CAB CORP.,2617 S. WABASH AVE.,60616
+T5806,5806,RASHEED O SANYAOLU,8258 S. EAST END AVE.,60617
+T6339,6339,T & M TAXI CO,2532 W. WARREN BLVD.,60612
+T1383,1383,KANG CAB CORP,2601 W. PETERSON AVE.,60659
+T4944,4944,JACKSON STREET TAXI LLC,4536 N. ELSTON AVE.,60630
+T4584,4584,SIENNA ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T3461,3461,M & A FOREVER INC,5765 N. LINCOLN AVE.,60659
+T4041,4041,NEW PISCES INC.,6500 N. WESTERN AVE.,60645
+T1086,1086,LMBK HOLDING CORP.,3351 W. ADDISON ST.,60618
+T5635,5635,HYUN DAI TAXI CAB INC,4626 W. CORNELIA AVE.,60641
+T6154,6154,T & T CORP 1,6550 N. CLARK ST.,60626
+T3437,3437,"3437 TAXI, INC.",4626 W. CORNELIA AVE.,60641
+T3344,3344,DONAT CAB CO INC,9696 W. FOSTER AVE.,60656
+T1242,1242,YC21 LLC,3351 W. ADDISON ST.,60618
+T3824,3824,CELEBRITY CHICAGO CORP.,2235 W. MAYPOLE AVE.,60612
+T615,615,"AWRA AWSA, INC.",2601 W. PETERSON AVE.,60659
+T5877,5877,CHATHA ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T6236,6236,GOODBAR TAXI CORP II,2532 W. WARREN BLVD.,60612
+T2994,2994,ADMANE TRANS INC,4744 N. LOWELL AVE.,60630
+T340,340,MR TAXI 1 INC,3351 W. ADDISON ST.,60618
+T5779,5779,COFFEE TAXI LLC,4536 N. ELSTON AVE.,60630
+T57,57,OIA CAB CORP.,4536 N. ELSTON AVE.,60630
+T5523,5523,"TAXI MEDALLION GROUP, LLC SERIES 30",4175 N. ELSTON AVE.,60618
+T3067,3067,MASKAB INC,2028 W. CONCORD PL.,60647
+T3941,3941,JACKSON STREET TAXI LLC,4536 N. ELSTON AVE.,60630
+T5113,5113,"CHICAGO POLO VI, INC.",2617 S. WABASH AVE.,60616
+T3914,3914,NEW AMSTERDAM LEASING CORP.,3351 W. ADDISON ST.,60618
+T6618,6618,MN TAXI INC.,5416 N. BROADWAY,60640
+T34,34,DOUMB CAB CO,3351 W. ADDISON ST.,60618
+T3385,3385,EMAN CAB INC,3132 W. JEROME ST.,60645
+T5270,5270,CHATHA CAB CO,3351 W. ADDISON ST.,60618
+T5050,5050,HI FI INC,9696 W. FOSTER AVE.,60656
+T4375,4375,ALEXANDER THE GREAT EXPRESS INC,2601 W. PETERSON AVE.,60659
+T259,259,AL-MEDINA ENTERPRISES INC.,3351 W. ADDISON,60618
+T5083,5083,AFISCO CORPORATION,4626 W. CORNELIA AVE.,60641
+T6689,6689,SIAM INCORPORATED I,6550 N. CLARK ST.,60626
+T2857,2857,FAMILY EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T5161,5161,TABU TAXI CORP.,4118 W. LAWRENCE AVE.,60630
+T4811,4811,MATA CAB CO,7409 N. WESTERN AVE.,60645
+T6735,6735,TAXI MEDALLION GROUP LLC-SERIES 35,4175 N. ELSTON AVE.,60618
+T4155,4155,ROBEAL INC,4118 W. LAWRENCE AVE.,60630
+T6347,6347,S.S.M.J. KHAN INC.,4626 W. CORNELIA AVE.,60641
+T2872,2872,"CHICAGO MEDALLION NINE, LLC",9696 W. FOSTER AVE.,60656
+T6671,6671,LOGOCHIWA INC.,6550 N. CLARK ST.,60626
+T2048,2048,ADAM VALI CAB INC,9696 W. FOSTER AVE.,60656
+T238,238,DAMMA CAB CORP,2617 S. WABASH AVE.,60616
+T4598,4598,NINA & HARRY INC.,4812 W. STRONG ST.,60630
+T5080,5080,S & R TAXI CO,3351 W. ADDISON ST.,60618
+T4101,4101,GREENWICH CAB CORP.,4536 N. ELSTON AVE.,60630
+T1877,1877,STREETS OF CHICAGO TAXI CO,4626 W. CORNELIA AVE.,60641
+T4997,4997,RAVI EXPRESS INC.,3351 W. ADDISON ST.,60618
+T3462,3462,TIPTOM INC.,2617 S. WABASH AVE.,60616
+T5001,5001,JOTI CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T4589,4589,MOISTURE II HACKING CORP.,2617 S. WABASH AVE.,60616
+T5761,5761,"TAXI MEDALLION GROUP, LLC SERIES 32",4175 N. ELSTON AVE.,60618
+T250,250,GALA CAB CORP.,2617 S. WABASH AVE.,60616
+T1328,1328,KILLER DOG CAB CORP,2617 S. WABASH AVE.,60616
+T3817,3817,NIKIANA CORP,3351 W. ADDISON ST.,60618
+T2155,2155,CHICAB TWO INC,4020 W. GLENLAKE AVE.,60646
+T5926,5926,AWRA AND SARON CAB CORP,2601 W. PETERSON AVE.,60659
+T4146,4146,JORDACHE CAB CORP.,2532 W. WARREN BLVD.,60612
+T95,95,TAJ NAUSHEENA INC.,3351 W. ADDISON ST.,60618
+T2255,2255,HARRY CAB CO,2601 W. PETERSON AVE.,60659
+T1666,1666,NJ CAB CO,4020 W. GLENLAKE AVE.,60646
+T6158,6158,ADULIS EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T2070,2070,"LUCKY SEVEN CHICAGO, INC.",2617 S. WABASH AVE.,60616
+T1776,1776,ELSTON EIGHTEEN LLC,3351 W. ADDISON AVE.,60618
+T4841,4841,ORE-OLUWA LLC,5412 N. CHRISTIANA AVE.,60625
+T2767,2767,SEYED M. BADRI,510 W. BELMONT AVE.,60657
+T1482,1482,DR KIM CAB CO,4626 W. CORNELIA AVE.,60641
+T6238,6238,TERRA TAXI INC.,6500 N. WESTERN AVE.,60645
+T1257,1257,RIVERSIDE CAB CORP,9696 W. FOSTER AVE.,60656
+T4665,4665,4665 TAXI INC.,2601 W. PETERSON AVE.,60659
+T4212,4212,SUSU TAXI INC,3351 W. ADDISON ST.,60618
+T5553,5553,BROWN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T5024,5024,"MIRKO TRANS, INC.",4240 N. KEYSTONE AVE.,60641
+T1227,1227,J J CHICAGO INC,4626 W. CORNELIA AVE.,60641
+T6450,6450,SOLOMON MANSON,1463 W. VICTORIA ST.,60660
+T1370,1370,KARAM CORP,3351 W. ADDISON ST.,60618
+T4089,4089,ACROSS THE TOWN CAB CORP,4536 N. ELSTON AVE.,60630
+T5997,5997,AW SERVICES INC,6230 N. TALMAN AVE.,60659
+T2447,2447,ROZY TAXI CAB INC,3700 S. ASHLAND AVE.,60609
+T5569,5569,N.S.S. CAB CORPORATION,3351 W. ADDISON ST.,60618
+T73,73,BEBE VICTOR INC,3351 W. ADDISON ST.,60618
+T3360,3360,MEHDEVIA INC,3351 W. ADDISON ST.,60618
+T2034,2034,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T2817,2817,AMIR DAOOD,6827 NW. OAKLEY AVE.,60645
+T6176,6176,VOYAGER CORP,5416 N. BROADWAY,60640
+T2721,2721,WIL-MAR CAB CO,9696 W. FOSTER AVE.,60657
+T5728,5728,RIVERSIDE CAB CORP,9696 W. FOSTER AVE.,60656
+T151,151,SAH CAB CORP.,9696 W. FOSTER AVE.,60656
+T3780,3780,CITY TAXI INC.,4536 N. ELSTON AVE.,60630
+T5413,5413,MELIJAH INC.,4118 W. LAWRENCE AVE.,60630
+T6061,061, & I CAB CORP,2617 S. WABASH AVE.,60616
+T1786,1786,ELSTON EIGHTEEN LLC,3351 W. ADDISON AVE.,60618
+T5733,5733,TRUEDREAM MALAK TRANS INC,4020 W. GLENLAKE AVE.,60646
+T1078,1078,MAM CAB CO,3351 W. ADDISON ST.,60618
+T2948,2948,GLED CAB CO,3351 W. ADDISON ST.,60618
+T132,132,DRINA INC.,2601 W. PETERSON AVE.,60659
+T5060,5060,ASMARA CAB CO,4626 W. CORNELIA AVE.,60641
+T4819,4819,EASY TRAVEL INC,3351 W. ADDISON ST.,60618
+T6286,6286,Z & Z CAB INC,3351 W. ADDISON ST.,60618
+T4267,4267,ANDAS CORPORATION,4626 W. CORNELIA AVE.,60641
+T4576,4576,P.J.K.C. INC.,4626 W. CORNELIA AVE.,60641
+T6937,6937,FAISALABAD INC.,9696 W. FOSTER AVE.,60656
+T4858,4858,SEVEN BROTHERS ENTERPRISES INC.,5 W. FOSTER AVE.,606560
+T3279,3279,SKY HIGH TRADING CORP.,3351 W. ADDISON ST.,60618
+T2030,2030,CHICAGO CAB CORP.,2945 W. PETERSON AVE.,60659
+T1859,1859,HNA 4 CORP,2532 W. WARREN BLVD.,60612
+T137,137,MCCAB VI CORP.,4626 W. CORNELIA AVE.,60641
+T4767,4767,SHIPKA CAB CO,3351 W. ADDISON ST.,60618
+T5304,5304,ABDELKADER BOUABDALLAOUI,5242 W. MONTROSE AVE.,60641
+T1444,1444,BADJILMA TOMBOOUDA,6105 N. WOLCOTT AVE.,60660
+T2367,2367,NEXTGEN TAXI I INC,9696 W. FOSTER AVE.,60656
+T2,2,YC1 LLC,3351 W. ADDISON ST.,60618
+T4716,4716,SUMAR INC,3351 W. ADDISON ST.,60618
+T4346,4346,GILL CAB COMPANY,3351 W. ADDISON ST.,60618
+T594,594,CHIEF TAXI CO.,3351 W. ADDISON ST.,60618
+T586,586,CASBAH CAB COMPANY,3351 W. ADDISON ST.,60618
+T3837,3837,JIN CAB CO,4626 W. CORNELIA AVE.,60641
+T6642,6642,RAHEJA CORP.,2532 W. WARREN BLVD.,60612
+T3339,3339,SETARE 2 INC,2945 W. PETERSON AVE.,60659
+T5630,5630,PATHFINDER CORP,2601 W. PETERSON AVE.,60659
+T1861,1861,A1- HUSSAIN EXPRESS INC,2601 W. PETERSON AVE.,60659
+T392,392,MCCAB XI CORP.,4626 W. CORNELIA AVE.,60641
+T5927,5927,"KIKI TRANS, INC.",2601 W. PETERSON AVE.,60659
+T5359,5359,ASSYRIAN TRANS INC,2601 W. PETERSON AVE.,60659
+T174,174,MR. TAXI INC.,3351 W. ADDISON ST.,60618
+T4914,4914,LIBAN CAB COMPANY,6144 N. ROCKWELL ST.,60659
+T5504,5504,SNOWBLIND CAB CORP,2617 S. WABASH AVE.,60616
+T446,446,AFSHAR TAXICAB CORP.,4118 W. LAWRENCE AVE.,60630
+T6477,6477,KYS. ERINI INC,3351 W. ADDISON ST.,60618
+T5693,5693,CHIAROSCURO TRANSIT CORP.,4254 N. WOLCOTT AVE.,60613
+T4828,4828,BOKE TRANS INC,2601 W. PETERSON AVE.,60659
+T457,457,NABIL EXPRESS INC.,9696 W. FOSTER AVE.,60656
+T3043,3043,"WADOOD, INC",9696 W. FOSTER AVE.,60656
+T991,991,CHICAGO MEDALLION SEVEN LLC.,9696 W. FOSTER AVE.,60656
+T289,289,JOHNS CABS CORP.,4536 N. ELSTON AVE.,60630
+T2369,2369,WHITE ROSE CHICAGO CORP,4626 W. CORNELIA AVE.,60641
+T1684,1684,WNH TAXI CORP,3351 W. ADDISON ST.,60618
+T532,532,NECT 25 LLC,6500 N. WESTERN AVE.,60618
+T1751,1751,ZARA EXPRESS INC,3351 W. ADDISON ST.,60618
+T4000,4000,SHAWN CAB CO,4750 N. ELSTON AVE.,60630
+T4051,4051,MYRTOS CAB CORP,2945 W. PETERSON AVE.,60659
+T4057,4057,BLUE STAR TAXICAB INC,5416 N. BROADWAY,60640
+T282,282,GUINEA CHICAGO INC,2601 W. PETERSON AVE.,60659
+T1721,1721,BAMYAN INC.,6431 N. SEELEY AVE.,60645
+T5296,5296,CHICAGO SHUTTLE CORP.,3351 W. ADDISON ST.,60618
+T3606,306,"DELA, INC.",6500 N. WESTERN AVE.,60645
+T4107,4107,LEAK & N ENTERPRISES INC.,4118 W. LAWRENCE AVE.,60630
+T6159,6159,ROHAIL CAB CO II,3351 W. ADDISON ST.,60618
+T4092,4092,OKIES CAB CORP.,6550 N. CLARK ST.,60626
+T790,790,FRAPPE TAXI LLC,4536 N. ELSTON AVE.,60630
+T3068,3068,MUSSIE AND SIRAK CORP.,2601 W. PETERSON AVE.,60659
+T1953,1953,TAXALE TAXI INC,2617 S. WABASH AVE.,60616
+T2944,2944,ENO MARY TRANS INC,2601 W. PETERSON AVE.,60659
+T6131,6131,HEYAB CORP,6550 N. CLARK ST.,60626
+T1778,1778,A RATTANI INC,9696 W. FOSTER AVE.,60656
+T1194,1194,MAX ROLLING CORP.,4118 W. LAWRENCE AVE.,60630
+T2310,2310,GEE GEE INC,4118 W. LAWRENCE AVE.,60630
+T6015,6015,ZYLON EXPRESS INC,1834 N. DAMEN AVE.,60647
+T2161,2161,LALITA TAXI INC,2601 W. PETERSON AVE.,60659
+T1344,1344,BARBIE IN CHICAGO CAB CORP,2617 S. WABASH AVE.,60616
+T2016,2016,KAMM TRAVEL INC,9696 W. FOSTER AVE.,60656
+T5145,5145,HHH & I COMPANY,3351 W. ADDISON ST.,60618
+T4887,4887,ZAKS TRANS INC,3351 W. ADDISON ST.,60618
+T4425,4425,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T4250,4250,IVONNE CAB CO INC,3924 W. 66TH ST.,60629
+T496,496,FLORINA INC.,6500 N. WESTERN AVE.,60645
+T6693,6693,SST CAB CO,4020 W. GLENLAKE AVE.,60646
+T3424,3424,FURTUNA CAB CO,4839 N. SAYRE AVE.,60656
+T5710,5710,SLSJETS V CAB CORP.,2617 S. WABASH AVE.,60616
+T2545,2545,LULYA TRANS INC,2601 W. PETERSON AVE.,60659
+T2996,2996,"AIR RIDE TAXICAB, INC.",4020 W. GLENLAKE AVE.,60646
+T5369,5369,EXCEL CAB SERVICES INC,7409 N. WESTERN AVE.,60645
+T4859,4859,HAMIT ZANI CORP,2601 W. PETERSON AVE.,60659
+T4802,4802,CHRIST WAY INC.,3351 W. ADDISON ST.,60618
+T1462,1462,EMMA TAXI INC.,2601 W. PETERSON AVE.,60659
+T6453,6453,6453 INC.,4536 N. ELSTON AVE.,60630
+T3191,3191,UZAIR & TALAH INC,3351 W. ADDISON ST.,60618
+T3230,3230,FULL MOON CAB COMPANY,9696 W. FOSTER AVE.,60656
+T6024,6024,POSEIDON CAB CORP,2945 W. PETERSON AVE.,60659
+T2283,2283,EMIKISSA'S INC,6550 N. CLARK ST.,60626
+T3197,3197,JUJU TAXI INC,4118 W. LAWRENCE AVE.,60630
+T4891,4891,E & E TAXI COMPANY,9696 W. FOSTER AVE.,60656
+T2639,2639,CRYSTAL EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T940,940,SAFI TRANSPORTATION INC,3351 W. ADDISON ST.,60618
+T1426,1426,SNOWSTORM II HACKING CORP.,2617 S. WABASH AVE.,60616
+T3333,3333,KNOWTICA CAB CO,4020 W. GLENLAKE AVE.,60646
+T1669,1669,SLSJETS IV CAB CORP.,2617 S. WABASH AVE.,60616
+T5639,5639,ANK CAB INC,3351 W. ADDISON ST.,60618
+T608,608,OM CAB CORP.,2601 W. PETERSON AVE.,60659
+T3419,3419,EBELLE ONE INC,3351 W. ADDISON ST.,60618
+T5348,5348,SAHAR INC,3351 W. ADDISON ST.,60618
+T5713,5713,BMC CAB CORP.,3351 W. ADDISON ST.,60618
+T3639,3639,CHICAGO MEDALLION TEN LLC,9696 W. FOSTER AVE.,60656
+T3312,3312,RANI TAXI CORP,4020 W. GLENLAKE AVE.,60646
+T5456,5456,A A CAB CO II,4118 W. LAWRENCE AVE.,60630
+T3899,3899,GREAT WAYS TAXI INC,3351 W. ADDISON ST.,60618
+T4482,4482,"ALDIN 2, CORP",2601 W. PETERSON AVE.,60659
+T3983,3983,SHAMKEREN INC,4118 W. LAWRENCE AVE.,60630
+T6,6,YC1 LLC,3351 W. ADDISON ST.,60618
+T2921,2921,TASNIM INC,4626 W. CORNELIA AVE.,60641
+T881,881,TEGORBA CAB CORP,6550 N. CLARK ST.,60626
+T5539,5539,"TAXI MEDALLION GROUP, LLC SERIES 30",4175 N. ELSTON AVE.,60618
+T3071,3071,KARIM ALLAM CAB CO,3351 W. ADDISON ST.,60618
+T146,146,SABINA CAB INC.,6550 N. CLARK ST.,60626
+T1874,1874,CHANDNI CAB COMPANY,3351 W. ADDISON ST.,60618
+T6406,6406,"BOLAKO, INC",2601 W. PETERSON AVE.,60659
+T2835,2835,FULL MOON CAB COMPANY,9696 W. FOSTER AVE.,60656
+T5344,5344,"MODUPEOLA, CORP.",3351 W. ADDISON ST.,60618
+T6942,6942,SKI CORP,9696 W. FOSTER AVE.,60656
+T4105,4105,NOBLE TAXICAB INC.,3351 W. ADDISON ST.,60618
+T5224,5224,CHICAGO TREASURERY INC,2445 W. BALMORAL AVE.,60625
+T6093,6093,"BOLBLIK, INC.",2601 W. PETERSON AVE.,60659
+T4076,4076,RED SEA EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T5855,5855,ZARA NOOR INC,9696 W. FOSTER AVE.,60656
+T6151,6151,FLAG CAB CORP.,3351 W. ADDISON ST.,60618
+T2077,2077,"BOLBLIK, INC.",2601 W. PETERSON AVE.,60659
+T4124,4124,"LUCKY SEVEN CHICAGO ONE, INC.",2617 S. WABASH AVE.,60616
+T923,923,TIMBI CAB CO,9696 W. FOSTER AVE.,60656
+T1884,1884,FOLARIN GBOYEGA,4827 N. SHERIDAN RD.,60640
+T4349,4349,BIRA GILL INC.,4118 W. LAWRENCE AVE.,60630
+T4110,4110,SHOTOR CAB CO,9696 W. FOSTER AVE.,60656
+T2236,2236,"WADOOD, INC",9696 W. FOSTER AVE.,60656
+T4827,4827,BARROW TAXI LLC,4536 N. ELSTON AVE.,60630
+T2363,2363,SHANTI CORPORATION,3351 W. ADDISON ST.,60618
+T1699,1699,SATTI INC,3351 W. ADDISON ST.,60618
+T2943,2943,2943 TX CORPORATION,9696 W. FOSTER AVE.,60656
+T6597,6597,FAKHAR-CORPORATION,4020 W. GLENLAKE AVE.,60646
+T6210,6210,MEGABIT 15 INC,4626 W. CORNELIA AVE.,60641
+T2777,2777,CATHY CAB CO,9696 W. FOSTER AVE.,60656
+T6737,6737,TAXI MEDALLION GROUP LLC - SERIES 36,4175 N. ELSTON AVE.,60618
+T1815,1815,KOSCIUSKO CAB CO,4847 W. CONGRESS PKWY.,60644
+T1244,1244,YC21 LLC,3351 W. ADDISON ST.,60618
+T4550,4550,SANTORINI CAB CORP.,4536 N. ELSTON AVE.,60630
+T2939,2939,MAYFAIR CAB LLC,4536 N. ELSTON AVE.,60630
+T3309,3309,KYEREMAACHAKUS INC,3351 W. ADDISON ST.,60618
+T588,588,"CHICAGO POLO XIII, INC.",2617 S. WABASH AVE.,60616
+T3506,3506,"ALL AMERICAN CAB CO., INC.",9696 W. FOSTER AVE.,60656
+T4765,4765,ASLI TAXI INC,4626 W. CORNELIA AVE.,60641
+T2601,2601,"LUBNA, INC.",2601 W. PETERSON AVE.,60659
+T2882,2882,S O S CAB COMPANY,6550 N. CLARK ST.,60626
+T6765,6765,CHICAGO CITY TAXICAB SERVICE INC,6217 N. WINTHROP AVE.,60660
+T4289,4289,MEASHO CAB CORP,6550 N. CLARK ST.,60626
+T6325,6325,BLISS TAXI INC.,9696 W. FOSTER AVE.,60656
+T1767,1767,"MARGA ZORA, CORP.",9696 W. FOSTER AVE.,60656
+T2915,2915,GULAB TRANSPORTATION INC,3351 W. ADDISON ST.,60618
+T1072,1072,ZAINA CAB CORPORATION,4626 W. CORNELIA AVE.,60641
+T3720,3720,"ADELA, INC.",6500 N. WESTERN AVE.,60645
+T6256,6256,ABU-ASSAF CORP,3351 W. ADDISON ST.,60618
+T3380,3380,HASAN & HOSAIN INC,2800 W. PETERSON AVE.,60659
+T307,307,GYPSY CAB CORP.,2617 S. WABASH AVE.,60616
+T512,512,RITE TIME CAB CO,3351 W. ADDISON ST.,60618
+T5421,5421,TAXI MEDALLIONGROUP LLCSERIESXXIX,3351 W. ADDISON ST.,60618
+T5777,5777,CRYSTAL EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T5295,5295,"LUCKY SEVEN CHICAGO ONE, INC.",2617 S. WABASH AVE.,60616
+T6823,6823,FILE ZANI CORP.,2601 W. PETERSON AVE.,60659
+T1985,1985,MEREB CAB CORP,6550 N. CLARK ST.,60626
+T6332,6332,"CHICAGO CAB, INC. #1",6550 N. CLARK ST.,60626
+T2735,2735,MESSE & YAT INC,2532 W. WARREN BLVD.,60612
+T3245,3245,BIG CITY TAXI CORP.,4536 N. ELSTON AVE.,60630
+T5690,5690,TABITI EXPRESS INC,3351 W. ADDISON ST.,60618
+T6165,6165,PEACE INC.,6550 N. CLARK ST.,60626
+T6763,6763,TAXI MEDALLION GROUP LLC-SERIES 38,4175 N. ELSTON AVE.,60618
+T2221,2221,REX 2 INC.,6500 W. WESTERN AVE.,60645
+T1402,1402,MASOODY INC,4118 W. LAWRENCE AVE.,60630
+T657,657,NECT 45 LLC,6500 N. WESTERN AVE.,60645
+T5346,5346,FLYING CAB CO,2601 W. PETERSON AVE.,60659
+T2193,2193,MAYFAIR CAB LLC,4536 N. ELSTON AVE.,60630
+T5165,5165,PORTO CAB INC.,3351 W. ADDISON ST.,60618
+T2427,2427,NECT 14 LLC,6500 N. WESTERN AVE.,60645
+T6945,6945,TANAKA TRANS CORP.,4626 W. CORNELIA AVE.,60641
+T2766,2766,SOLIANA CORP,6550 N. CLARK ST.,60626
+T5725,5725,CHICAGO METRO EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T6497,6497,FARHAN TRANSPORTATION INC.,9696 W. FOSTER AVE.,60656
+T5750,5750,HYDRA CAB CORP,2945 W. PETERSON AVE.,60659
+T2694,2694,ANAS CAB CO,4626 W. CORNELIA AVE.,60641
+T6882,6882,MOMO LLC,4536 N. ELSTON AVE.,60630
+T4143,4143,KALAVRITA CAB CORP,2945 W. PETERSON AVE.,60659
+T2167,2167,TRIBECA TWO CAB CORP.,4536 N. ELSTON AVE.,60630
+T5804,5804,TEEMU CORPORATION,4626 W. CORNELIA AVE.,60641
+T1761,1761,S. BAIG CORP.,4118 W. LAWRENCE AVE.,60630
+T6169,6169,MIGHTY CONCEPTS INC,2532 W. WARREN BLVD.,60612
+T3316,3316,ADEBIDAYEKUN INC,3351 W. ADDISON ST.,60618
+T1506,1506,GSJ TAXI CO.,4020 W. GLENLAKE ST.,60646
+T2013,2013,D. K. ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T5078,5078,OKABS INC,3351 W. ADDISON ST.,60618
+T3414,3414,SCAMPER CAB CO.,3351 W. ADDISON ST.,60618
+T4895,4895,SHAMPA TRANS INC,2601 W. PETERSON AVE.,60659
+T431,431,MCCAB VII CORP.,4626 W. CORNELIA AVE.,60641
+T4401,4401,FEMDOT INC,3351 W. ADDISON ST.,60618
+T3750,3750,DOUBLE STAR TAXICAB INC.,2601 W. PETERSON AVE.,60659
+T1376,1376,ZEE SULTAN CORP,5200 N. OTTO AVE.,60656
+T1147,1147,CRAZY JEFFREY CAB CORP,2617 S. WABASH AVE.,60616
+T4666,4666,MCCAB XVI CORP.,3351 W. ADDISON ST.,60618
+T3248,3248,SAFE-WAY CAB CO.,3351 W. ADDISON ST.,60618
+T5790,5790,L C CAB CO,3351 W. ADDISON ST.,60618
+T4870,4870,HASAN ZANI CORP.,2601 W. PETERSON AVE.,60659
+T916,916,NECT 36 LLC,6500 N. WESTERN AVE.,60645
+T3440,3440,FELLYTONE INC,4118 W. LAWRENCE AVE.,60630
+T6355,6355,TOMMY & JERRY TAXI INC,4626 W. CORNELIA AVE.,60641
+T721,721,SAGGITARIUS 1 INC.,6500 N. WESTERN AVE.,60645
+T4161,4161,ERMAKA INC,3351 W. ADDISON ST.,60618
+T3724,3724,ADRIAN INC.,6500 N. WESTERN AVE.,60645
+T1122,1122,NS TRANSPORTATION INC,9696 W. FOSTER AVE.,60656
+T3647,3647,J J CHICAGO INC,4626 W. CORNELIA AVE.,60641
+T1188,1188,EISA TRANSPORT INC,2079 W. ESTES AVE.,60645
+T5883,5883,ARBERIA CAB CO,5851 N. ELSTON AVE.,60646
+T2480,2480,"ABRON CAB COMPANY, INC.",9696 W. FOSTER AVE.,60656
+T2294,2294,RONALDO F. CIFUENTES,5616 N. JERSEY AVE.,60659
+T4700,4700,BAROMETER II HACKING CORP.,2617 S. WABASH AVE.,60616
+T2320,2320,SIRI-LAK INC.,4626 W. CORNELIA ST.,60641
+T5303,5303,TAXI MEDALLION GROUP LLC-SERIES XVI,4175 N. ELSTON AVE.,60618
+T4645,4645,"HODO TRANS, INC",2601 W. PETERSON AVE.,60659
+T3992,3992,RIDGEVIEW CAB CORP.,9696 W. FOSTER AVE.,60656
+T3900,3900,IMAGE TAXICAB INC,3351 W. ADDISON ST.,60618
+T1143,1143,GRAPEVINE TAXI LLC,4536 N. ELSTON AVE.,60630
+T6223,6223,ARMITAGE TAXI LLC,4536 N. ELSTON AVE.,60630
+T5576,5576,TRAVEL SOURCE INC,3351 W. ADDISON ST.,606180
+T6738,6738,TAXI MEDALLION GROUP LLC - SERIES 36,4175 N. ELSTON AVE.,60618
+T5721,5721,LOMBARD CAB CO INC,2601 W. PETERSON AVE.,60659
+T129,129,MR TAXI 2 INC,3351 W. ADDISON ST.,60618
+T5029,5029,OKUNDAYE & SONS CO,4118 W. LAWRENCE AVE.,60630
+T4458,4458,ROBLES CORP,3351 W. ADDISON ST.,60618
+T3845,3845,SUKHI ENTERPRISES INC.,3351 W. ADDISON ST.,60618
+T3713,3713,FREDERICK COBBOLD,1652 N. VINE ST.,60614
+T6619,6619,DEKA TWO CAB CORP.,4536 N. ELSTON AVE.,60630
+T689,689,NECT 32 LLC,6500 N. WESTERN AVE.,60645
+T2585,2585,CHICAGO EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T5763,5763,AASHI CAB CORP.,2601 W. PETERSON AVE.,60659
+T5274,5274,SAAB TRANS INC,4118 W. LAWRENCE AVE.,60630
+T1607,1607,LILLY CAB CORP,2617 S. WABASH AVE.,60616
+T144,144,ADE'S ENTERPRISES INC,3351 W. ADDISON ST.,60618
+T6270,6270,KE ASSOCIATES INC,4626 W. CORNELIA AVE.,60641
+T5043,5043,SUNG HEE CAB CO.,4118 W. LAWRENCE AVE.,60630
+T610,610,JUSTIN LEVY CAB CORP.,2738 W. FULTON ST.,60612
+T6574,6574,BABYLON EXPRESS INC,6247 N. HARLEM AVE.,60631
+T1270,1270,HALABJAH INC.,3351 W. ADDISON ST.,60618
+T677,677,SANTORINI CAB CORP.,4536 N. ELSTON AVE.,60630
+T656,656,MINHANA INC.,4626 W. CORNELIA AVE.,60641
+T5906,5906,AAA TRANS INC.,9696 W. FOSTER AVE.,60656
+T1171,1171,PAK AMERICAN TRANSPORATION INC,2601 W. PETERSON AVE.,60659
+T3497,3497,EDWARD Y MOHN,9838 S. DOBSON AVE.,60628
+T6859,6859,U NEED A CAB INC,2601 W. PETERSON AVE.,60659
+T5577,5577,"TAXI MEDALLION GROUP, LLC SERIES 30",4175 N. ELSTON AVE.,60618
+T1881,1881,CHITOWN CAB INC. # III,4020 W. GLENLAKE AVE.,60646
+T1514,1514,REX 2 INC.,6500 W. WESTERN AVE.,60645
+T3632,3632,SETARE INC.,2945 W. PETERSON AVE.,60659
+T2197,2197,BERHANE HABTEMARIAM TAXI CO.,4554 N. BROADWAY AVE.,60640
+T2217,2217,LEE G INC,4118 W. LAWRENCE AVE.,60630
+T5347,5347,"CHICAGO POLO VIII, INC.",2617 S. WABASH AVE.,60616
+T6751,6751,TAXI MEDALLION GROUP LLC-SERIES 37,4175 N. ELSTON AVE.,60618
+T4169,4169,DENBENA INC,6550 N. CLARK ST.,60626
+T1584,1584,SLSJETS I CAB CORP.,2617 S. WABASH AVE.,60616
+T268,268,HASSAM INC,4820 N. KEDZIE AVE.,60625
+T6394,6394,BIG APPLE CAB ONE CO.,3351 W. ADDISON ST.,60618
+T1965,1965,1965 TAXI LLC,4118 W. LAWRENCE AVE.,60630
+T1054,1054,GRAND CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T2356,2356,SHEZAN INC,9696 W. FOSTER AVE.,60656
+T5719,5719,PADI INC,3351 W. ADDISON ST.,60618
+T5387,5387,SETARE 2 INC,2945 W. PETERSON AVE.,60659
+T4703,4703,"CHICAGO POLO IX, INC.",2617 S. WABASH AVE.,60616
+T2135,2135,SAIL TAXI INC,4536 N. ELSTON AVE.,60630
+T4745,4745,FRONT LINE TAXI INCORPORATED,6550 N. CLARK ST.,60626
+T2381,2381,THUKKA PADAN DAWA INC,4020 W. GLENLAKE AVE.,60646
+T3789,3789,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T4213,4213,TOLIMA TAXI SERVICE INC,2601 W. PETERSON AVE.,60659
+T3,3,YC1 LLC,3351 W. ADDISON ST.,60618
+T3361,3361,MAYFAIR CAB LLC,4536 N. ELSTON AVE.,60630
+T2594,2594,ABAZA TRANS INC,2154 W. CERMAK RD.,60608
+T5324,5324,HAMADOU INC,4118 W. LAWRENCE AVE.,60630
+T1364,1364,"REX 6, INC.",6500 N. WESTERN AVE.,60645
+T990,990,ELSTON FIVE LLC,2738 W. FULTON ST.,60612
+T3634,3634,BIG APPLE CAB TWO CO,3351 W. ADDISON ST.,60618
+T1305,1305,CHITOWN CAB INC. #V,4020 W. GLENLAKE AVE.,60646
+T4657,4657,URBAN RITE INC.,3351 W. ADDISON ST.,60618
+T6396,6396,EZJZ 1 TRANS INC,2601 W. PETERSON AVE.,60659
+T1831,1831,ERITREA CAB CORP,2800 W. PETERSON AVE.,60659
+T1109,1109,ABADANI INC,9696 W. FOSTER AVE.,60656
+T1544,1544,"FLAZ LIMO AND TAXI, INC",9696 W. FOSTER AVE.,60656
+T3577,3577,N I CAB CO,9696 W. FOSTER AVE.,60656
+T2559,2559,"DESIDERATO CAB COMPANY, INC.",9696 W. FOSTER AVE.,60656
+T5925,5925,SEGEN TAXI CORP,6550 N. CLARK ST.,60626
+T3415,3415,"FAMAGUSTA TRANS, INC",2601 W. PETERSON AVE.,60659
+T4849,4849,ACROSS THE TOWN CAB CORP,4536 N. ELSTON AVE.,60630
+T428,428,MCCAB VII CORP.,4626 W. CORNELIA AVE.,60641
+T3064,3064,RADIANT CAB CO INC,4237 W. DEVON AVE.,60646
+T2582,2582,HASEEB INC,4118 W. LAWRENCE ST.,60630
+T3405,3405,NOBLE CAB CO,9696 W. FOSTER AVE.,60656
+T3008,3008,MIKA CAB CO INC,4626 W. CORNELIA AVE.,60641
+T2454,2454,CHICAGO CAB 2 CORP.,2945 W. PETERSON AVE.,60659
+T5195,5195,OSPON CORPORATION,6550 N. CLARK ST.,60626
+T6626,6626,VISTA CAB CO,2601 W. PETERSON AVE.,60659
+T6534,6534,SWEET JESUS TAXI CO.,8059 S. ARTESIAN AVE.,60652
+T4067,4067,LAIGHT TAXI CORP.,4536 N. ELSTON AVE.,60630
+T1528,1528,CH. TAXI I CORP.,3351 W. ADDISON ST.,60618
+T2596,2596,MARCO CAB CO,2028 W. CONCORD PL.,60647
+T1290,1290,DANIEL T. EGUALE,5416 N. BROADWAY ST.,60640
+T2608,2608,"TAXI MEDALLION GROUP,LLC-SERIES V",4175 N. ELSTON AVE.,60618
+T6101,6101,REX 10 INC,6500 N. WESTERN AVE.,60645
+T2247,2247,MATTHEW'S TAXI CORP.,5765 N. LINCOLN AVE.,60659
+T1422,1422,FLAMINGO CAB CO.,2601 W. PETERSON AVE.,60659
+T2631,2631,RAMIZ INC,3351 W. ADDISON ST.,60618
+T1750,1750,BMF INC,9696 W. FOSTER AVE.,60656
+T5434,5434,MONTY CAB CO,1700 N. LOCKWOOD AVE.,60639
+T5020,5020,TAXI MEDALLION GROUP LLC SERIES 28,3351 W. ADDISON ST.,60618
+T2275,2275,KARR CAB COMPANY,9696 W. FOSTER AVE.,60656
+T4247,4247,MADITTO INC.,2601 W. PETERSON AVE.,60659
+T4793,4793,BLUE EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T2481,2481,"ABRON CAB COMPANY, INC.",9696 W. FOSTER AVE.,60656
+T4529,4529,SIENNA ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T866,866,MEDALLION FUNDING CHICAGO CORP II,4626 W. CORNELIA AVE.,60641
+T757,757,R. HAROON INC,3351 W. ADDISON ST.,60618
+T140,140,MR TAXI 1 INC,3351 W. ADDISON ST.,60618
+T2511,2511,ALTHERAS CAB CORP,2945 W. PETERSON AVE.,60659
+T4294,4294,MODENA TAXI LLC,4536 N. ELSTON AVE.,60630
+T5816,5816,"CHICAGO CAB, INC. #1",6550 N. CLARK ST.,60626
+T2342,2342,OAM INC,4626 W. CORNELIA AVE.,60641
+T5520,5520,SHAFI CHICAGO CORP.,3351 W. ADDISON ST.,60618
+T5484,5484,SEMBEL CAB CORPORATION,4626 W. CORNELIA AVE.,60641
+T2833,2833,CHIEFY CAB CO,2202 N. ROCKWELL ST.,60647
+T3664,3664,LUXURY LINE TAXI CAB INC,5854 N. JERSEY AVE.,60659
+T2291,2291,AMADOR CAB CO,2800 W. PETERSON AVE.,60659
+T1343,1343,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T1663,1663,STEFANIE AND ANDREW CAB CORP.,3351 W. ADDISON ST.,60618
+T1524,1524,ACROSS THE TOWN CAB CORP,4536 N. ELSTON AVE.,60630
+T3908,3908,SLSJETS I CAB CORP.,2617 S. WABASH AVE.,60616
+T5100,5100,KHAN CAB CO,4118 W. LAWRENCE AVE.,60630
+T1280,1280,YC22 LLC,3351 W. ADDISON ST.,60618
+T5823,5823,KNIGHT RIDER INC,4626 W. CORNELIA AVE.,60647
+T4451,4451,NEW AMSTERDAM LEASING CORP.,3351 W. ADDISON ST.,60618
+T5570,5570,MECHID INC,9696 W. FOSTER AVE.,60656
+T1982,1982,CHICAGO CAB CORP.,2945 W. PETERSON AVE.,60659
+T1667,1667,CCC CAB CORP,3351 W. ADDISON ST.,60618
+T1733,1733,ROHEE CAB INC,3351 W. ADDISON ST.,60618
+T607,607,REGIS CAB COMPANY,4118 W. LAWRENCE AVE.,60630
+T4840,4840,ALL FOUR SEASONS INC,9696 W. FOSTER AVE.,60656
+T4052,4052,MASKAB INC,2028 W. CONCORD PL.,60647
+T5010,5010,BOK CAB CO,4626 W. CORNELIA AVE.,60641
+T4749,4749,SOS TWO INC.,4626 W. CORNELIA AVE.,60641
+T6519,6519,GEELMAN CORP.,2800 W. PETERSON AVE.,60659
+T896,896,NECT 16 LLC,6500 N. WESTERN AVE.,60645
+T2960,2960,OUR JOY CORP,3351 W. ADDISON ST.,60618
+T5049,5049,KR & AZ ENTERPRISE INC,2532 W. WARREN BLVD.,60612
+T127,127,NOOR & NADA INC,3351 W. ADDISON ST.,60618
+T4102,4102,ADAMS TAXI LLC,4536 N. ELSTON AVE.,60630
+T35,35,AMUN TRANS INC.,4118 W. LAWRENCE AVE.,60630
+T5722,5722,SHYLOH INC,9696 W. FOSTER AVE.,60656
+T6648,6648,R & J CAB CO,9696 W. FOSTER AVE.,60656
+T3301,3301,"TANAKA TRANS CORP., II",4626 W. CORNELIA AVE.,60641
+T4531,4531,BANO TRANS INC,3351 W. ADDISON ST.,60618
+T4746,4746,M & W TAXI INC.,4020 W. GLENLAKE AVE.,60646
+T1042,1042,PLAYING POLO IN CHICAGO INC,2617 S. WABASH AVE.,60616
+T934,934,TAXI ME INC,3351 W. ADDISON ST.,60618
+T6968,6968,B & B TAXI CAB INC,3351 W. ADDISON ST.,60618
+T4384,4384,"NECT 3, INC",6500 N. WESTERN AVE.,60645
+T4992,4992,J Y & S H INC,4626 W. CORNELIA AVE.,60641
+T1562,1562,CASTAWAYS CAB LTD,2532 W. WARREN BLVD.,60612
+T1654,1654,PRESTIGE TAXI CORP,2601 W. PETERSON AVE.,60659
+T6170,6170,POSEIDON CAB CORP,2945 W. PETERSON AVE.,60659
+T3848,3848,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T5021,5021,GOLEMI TRANS INC,2601 W. PETERSON AVE.,60659
+T6913,6913,BADIA INC,2601 W. PETERSON AVE.,60659
+T4369,4369,BOULEVARD 1 CORP,3801 N. ELSTON AVE.,60618
+T5978,5978,"KHADER TAXI CAB, INC.",5978 N. LINCOLN AVE.,60659
+T5573,5573,SWEETGRASS CAPITAL CORP.,3351 W. ADDISON ST.,60618
+T1296,1296,CHARLES TAXI LLC,4536 N. ELSTON AVE.,60630
+T379,379,NECT 27 LLC,6500 N. WESTERN AVE.,60645
+T5895,5895,AIM TRANSPORTATION INC,2601 W. PETERSON AVE.,60659
+T6274,6274,A K O S INC,4020 W. GLENLAKE AVE.,60646
+T2293,2293,"U-KEY, INC.",9696 W. FOSTER AVE.,60656
+T3040,3040,SAMRAZA INC,3351 W. ADDISON ST.,60618
+T4103,4103,G & A CAB CORP,4626 W. CORNELIA AVE.,60641
+T5466,5466,LIVIA TRANS INC,2601 W. PETERSON AVE.,60659
+T1419,1419,B M K CORP.,6516 W. HIGGINS AVE.,60656
+T1374,1374,PHARAOH TAXI INC.,9696 W. FOSTER AVE.,60656
+T232,232,BABY CAB CORP.,2617 S. WABASH AVE.,60616
+T3051,3051,Z J A CAB INC,4118 W. LAWRENCE AVE.,60630
+T3813,3813,PROFIT INTERNATIONAL INC.,3351 W. ADDISON ST.,60618
+T2531,2531,ALI TAXI CORP.,6550 N. CLARK ST.,60626
+T6938,6938,ARM TAXI INC.,4020 W. GLENLAKE AVE.,60646
+T3651,3651,DEGAN INC.,5200 N. OTTO AVE.,60656
+T1623,1623,"ALANAJ, INC.",5765 N. LINCOLN AVE.,60659
+T5294,5294,ARCTIC INC,9696 W. FOSTER AVE.,60656
+T553,553,WULLEN CAB CO.,5200 N. OTTO AVE.,60656
+T3866,3866,ANDREW AND STEVEN CAB CORP.,9696 W. FOSTER AVE.,60656
+T908,908,REX 3 INC.,6500 N. WESTERN AVE.,60630
+T6818,6818,NECT 12 LLC,6500 N. WESTERN AVE.,60645
+T23,23,ROADWAY CAB CO,4301 W. MONTROSE AVE.,60641
+T3442,3442,4 U BUDDY CO,9696 W. FOSTER AVE.,60656
+T3815,3815,GREEN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T6573,6573,AWGET INC.,6550 N. CLARK ST.,60626
+T1670,1670,AZITA CAB CORP,4626 W. CORNELIA AVE.,60641
+T2476,2476,ANIS INC,5132 W. WARWICK AVE.,60641
+T2295,2295,CHICAGO EXPRESS CAB CO,3351 W. ADDISON ST.,60618
+T6954,6954,CSKA INC,2532 W. WARREN BLVD.,60612
+T1629,1629,SARON TAXI CORP,6550 N. CLARK ST.,60626
+T3337,3337,SAFI TAXI INC.,3351 W. ADDISON ST.,60618
+T2823,2823,LEE EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T5658,5658,OLYMPIC EXPRESS CORP.,2945 W. PETERSON AVE.,60659
+T1212,1212,YC20 LLC,3351 W. ADDISON ST.,60618
+T914,914,BETHUNE TAXI LLC,4536 N. ELSTON AVE.,60630
+T6639,6639,DIAMOND JUBILEE ENT INC,9696 W. FOSTER AVE.,60656
+T3269,3269,"LEONARD CAB COMPANY, INC.",2945 W. PETERSON AVE.,60659
+T1178,1178,"CHUN TRANSIT, INC.",2601 W. PETERSON AVE.,60659
+T874,874,TAXI ME INC,3351 W. ADDISON ST.,60618
+T4587,4587,"CHICAGO CAB, INC. #1",6550 N. CLARK ST.,60626
+T6591,6591,AL MAZA CAB CO.,3351 W. ADDISON ST.,60618
+T3554,3554,SANTORINI FOUR CAB CORP.,4536 N. ELSTON AVE.,60630
+T1857,1857,AKI EXPRESS INC.,5416 N. BROADWAY,60640
+T4845,4845,AZMEER INC.,9696 W. FOSTER AVE.,60656
+T1021,1021,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T590,590,"CHICAGO POLO XIII, INC.",2617 S. WABASH AVE.,60616
+T6390,6390,DAVCO CAB CORP.,1834 N. DAMEN AVE.,60647
+T4541,4541,EXPERT CAB CO,3351 W. ADDISON ST.,60618
+T4744,4744,ECHO CAB INC.,9696 W. FOSTER AVE.,60656
+T1285,1285,"""ST & MT,"" INC",2601 W. PETERSON AVE.,606590
+T3601,3601,SANTORINI SIX CAB CORP.,4536 N. ELSTON AVE.,60630
+T3870,3870,ANDREW AND STEVEN CAB CORP.,9696 W. FOSTER AVE.,60656
+T1600,1600,KWASEPO TAXI CORP,3351 W. ADDISON ST.,60618
+T2986,2986,SOLIDARITY TAXI CORP,724 W. WASHINGTON BLVD.,60661
+T3192,3192,BARBOSA INC,2601 W. PETERSON AVE.,60659
+T3524,3524,EAJJU INC.,2601 W. PETERSON AVE.,60659
+T1201,1201,OMER EXPRESS INC.,9696 W. FOSTER AVE.,60656
+T6600,6600,RIDWAN ENTERPRISES INC.,3351 W. ADDISON ST.,60618
+T1515,1515,FIRST CLASS TAXI CAB INC,3351 W. ADDISON ST.,60618
+T3015,3015,TANAKA TRANS CORP.,4626 W. CORNELIA AVE.,60641
+T2231,2231,IYASSU INC,6550 N. CLARK ST.,60626
+T2114,2114,FIRST CIVIC CORP,9696 W. FOSTER AVE.,60656
+T1705,1705,SNOWFALL II HACKING CORP,2617 S. WABASH AVE.,60616
+T6329,6329,"TAXI MEDALLION GROUP,LLC SERIESVIII",3351 W. ADDISON ST.,60618
+T3285,3285,BROWN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T5378,5378,"DUA TRANSPORT, INC.",2532 W. WARREN BLVD.,60612
+T2599,2599,STEFANIE AND AUDREY CAB CORP.,9696 W. FOSTER AVE.,60656
+T572,572,SIX GEMS LLC,4536 N. ELSTON AVE.,60630
+T90,90,NECT 19 LLC,6500 N. WESTERN AVE.,60645
+T3649,3649,PARTHENAN LLC,4536 N. ELSTON AVE.,60630
+T1897,1897,ZEUS CAB CORP.,2945 W. PETERSON AVE.,60659
+T9,9,YC2 LLC,3351 W. ADDISON ST.,60618
+T2603,2603,CHICAGO SKYLINE CAB CO.,9696 W. FOSTER AVE.,60656
+T2643,2643,SEAN CAB CO,4020 W. GLENLAKE AVE.,60646
+T2393,2393,JUHI INC,9696 W. FOSTER AVE.,60656
+T5882,5882,CHOUDHRY EXPRESS INC,3351 W. ADDISON ST.,60618
+T5640,5640,MCCAB XVI CORP.,3351 W. ADDISON ST.,60618
+T1787,1787,MAKENA INC,6550 N. CLARK ST.,60626
+T5785,5785,FOUNDATION TRANSIT INC.,3351 W. ADDISON ST.,60618
+T1246,1246,MK TAXI INC.,9696 W. FOSTER AVE.,60656
+T1309,1309,HANA K. TENZIN INC,4626 W. CORNELIA AVE.,60641
+T309,309,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T5867,5867,CHADWICK CAPITAL CORP,4118 W. LAWRENCE AVE.,60630
+T2471,2471,SINGH TAXI CO,9696 W. FOSTER AVE.,60656
+T2008,2008,MONJI INC,9696 W. FOSTER AVE.,60656
+T6271,6271,BEDFORD CAB CORP,3351 W. ADDISON ST.,60618
+T5342,5342,Akeem B. Ali,2601 W. PETERSON AVE.,60659
+T2257,2257,COLE CAB COMPANY,5200 N. OTTO AVE.,60656
+T1576,1576,POPO INC,2601 W. PETERSON AVE.,60659
+T6202,6202,CHOICE ENTERPRISE INC.,6550 N. CLARK AVE.,60626
+T4585,4585,NIKIANA CORP,3351 W. ADDISON ST.,60618
+T5233,5233,TAXI MEDALLION GROUP LLC SERIES 28,3351 W. ADDISON ST.,60618
+T2407,2407,SETARE INC.,2945 W. PETERSON AVE.,60659
+T1647,1647,1647 ENTERPRISES INC,4118 W. LAWRENCE AVE.,60630
+T4331,4331,MICHIGAN AVE CAB LLC,4536 N. ELSTON AVE.,60630
+T901,901,NECT 36 LLC,6500 N. WESTERN AVE.,60645
+T6550,6550,"TAXI MEDALLION GROUP, LLC-SERIES 34",4175 N. ELSTON AVE.,60618
+T3190,3190,FRICTION INCORPORATED,3351 W. ADDISON ST.,60618
+T2459,2459,NEMESIS CAB CORP.,2945 W. PETERSON AVE.,60659
+T4229,4229,OAM INC,4626 W. CORNELIA AVE.,60641
+T3093,3093,NEW CITY CAB CORP,4626 W. CORNELIA AVE.,60641
+T2891,2891,"HIRO CAB COMPANY, INC.",4626 W. CORNELIA AVE.,60641
+T1747,1747,SENEGAL TRANSIT INC.,3351 W. ADDISON ST.,60618
+T6447,6447,AWISE INC,3351 W. ADDISON ST.,60618
+T3906,3906,HIMALAYA CORP,2601 W. PETERSON AVE.,60659
+T2611,2611,DEFIANCE TAXI LLC,3351 W. ADDISON ST.,60618
+T2728,2728,SRS CAB INC,2601 W. PETERSON AVE.,60659
+T6525,6525,BHATTI TAXI INC,4626 W. CORNELIA AVE.,60641
+T6658,6658,SOURCE CAB CO.,5033 N. WOLCOTT AVE.,60640
+T941,941,BMC CAB CORP.,3351 W. ADDISON ST.,60618
+T2420,2420,TINA HACKING CORP.,2617 S. WABASH AVE.,60616
+T6475,6475,VALASIA CAB CO.,4536 N. ELSTON AVE.,606300
+T2028,2028,CHICAGO CAB CORP.,2945 W. PETERSON AVE.,60659
+T3588,3588,"WAHID, CORP.",2532 W. WARREN BLVD.,60612
+T1702,1702,SARA ELIAS INC,2601 W. PETERSON AVE.,60659
+T404,404,MEDALLION FUNDING CHICAGO CORP IV,4536 N. ELSTON AVE.,60630
+T3589,3589,CASBAH CAB COMPANY,3351 W. ADDISON ST.,60618
+T4332,4332,TAXI MEDALLION GROUP LLC SERIESXXVI,4175 N. ELSTON AVE.,60618
+T4222,4222,4258 TAXI CORP.,4626 W. CORNELIA AVE.,60641
+T589,589,"CHICAGO POLO V, INC.",2617 S. WABASH AVE.,60616
+T3228,3228,SEBASTIAN BELLA LLC,2532 W. WARREN BLVD.,60612
+T1077,1077,PLAYING POLO IN CHICAGO INC,2617 S. WABASH AVE.,60616
+T6213,6213,PEACE INC.,6550 N. CLARK ST.,60626
+T5412,5412,"TAXI MEDALLION GROUP,LLC SERIES VII",4175 N. ELSTON AVE.,60618
+T5571,5571,ALLEN BALDWIN,9696 W. FOSTER AVE.,60656
+T3557,3557,SHAHIDA INC,3351 W. ADDISON ST.,60618
+T1295,1295,YC22 LLC,3351 W. ADDISON ST.,60618
+T4506,4506,SANTORINI CAB CORP.,4536 N. ELSTON AVE.,60630
+T6029,6029,BP CAB COMPANY INC,5241 W. PATTERSON AVE.,60641
+T6331,6331,KALAVRITA CAB CORP,2945 W. PETERSON AVE.,60659
+T20,20,HAMMEDOT INC,3351 W. ADDISON ST.,60618
+T4927,4927,SLSJETS V CAB CORP.,2617 S. WABASH AVE.,60616
+T6155,6155,DEHAI CAB INC.,4626 W. CORNELIA AVE.,60641
+T2450,2450,RANGI CAB CO,3351 W. ADDISON ST.,60618
+T5385,5385,SAJID ENTERPRISE INC.,3351 W. ADDISON ST.,60618
+T2133,2133,CHICAB ONE INC,4020 W. GLENLAKE AVE.,60646
+T560,560,SAFRI INC,3351 W. ADDISON ST.,60618
+T1271,1271,MELAKE TESFAMICHAEL,2534 W. JEROME ST.,60645
+T4341,4341,SYED T FATEMI,2540 W. BRYN MAWR AVE.,60659
+T714,714,JZG TRANSIT CO.,2617 S. WABASH AVE.,60616
+T5388,5388,NEW CITY CAB CORP,4626 W. CORNELIA AVE.,60641
+T229,229,IL 9 CORP,3801 N. ELSTON AVE.,60618
+T450,450,MUDI CAB CO.,3351 W. ADDISON ST.,60618
+T4878,4878,JUBILEE CAB CORP,3351 W. ADDISON ST.,60618
+T2138,2138,AAROW TRANSPORTATION,5416 N. BROADWAY ST.,60640
+T3220,3220,LAIGHT TAXI CORP.,4536 N. ELSTON AVE.,60630
+T1855,1855,FTELIA TAXI INC,9696 W. FOSTER AVE.,60618
+T4007,4007,ROCAR CAB COMPANY INC,3612 N. NORA AVE.,60634
+T5910,5910,SODHI CAB INC,2028 W. CONCORD PL.,60647
+T1011,1011,DULU CORPORATION,9696 W. FOSTER AVE.,60656
+T5737,5737,"S. ROKEYA, CORP.",9696 W. FOSTER AVE.,60656
+T93,93,SOPHIE TAXI LLC,4175 N. ELSTON AVE.,60618
+T2404,2404,ZARIFEH INC.,9696 W. FOSTER AVE.,60656
+T3082,3082,CHARM CAB CORP.,3127 W. LELAND AVE.,60625
+T1605,1605,ASCEND INVESTMENTS INCORPORATED,3351 W. ADDISON ST.,60618
+T2687,2687,LUCKY 7 CAB COMPANY,1834 N. DAMEN AVE.,60647
+T5972,5972,BAZZI CAB COMPANY,2601 W. PETERSON AVE.,60659
+T5006,5006,CONVENIENT CAB CO,806 E. 100TH PL.,60628
+T5091,5091,AKAL CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T5202,5202,ASSYRIA CAB CORP,5765 N. LINCOLN AVE.,60659
+T5187,5187,JOHAL CAB CO,9696 W. FOSTER AVE.,60656
+T1320,1320,"OSARETIN, INC.",2601 W. PETERSON AVE.,60659
+T6686,6686,GYPSY CAB CORP.,2617 S. WABASH AVE.,60616
+T6522,6522,"OWAIS IMAN, CORP.",3351 W. ADDISON,60618
+T4429,4429,TAXI MEDALLION GROUP LLC SERIES 27,4175 N. ELSTON AVE.,60618
+T2660,2660,HAZRO TAXI CORP.,9696 W. FOSTER AVE.,60656
+T2873,2873,KRINA CORPORATION,3351 W. ADDISON ST.,60618
+T4579,4579,AZIZ CAB COMPANY,3351 W. ADDISON ST.,60618
+T253,253,GALA CAB CORP.,2617 S. WABASH AVE.,60616
+T2898,2898,2898 TAXI CO,3351 W. ADDISON ST.,60618
+T6764,6764,MANASSEH INC.,3351 W. ADDISON ST.,60618
+T5530,5530,LAS PALMAS CAB CO INC,5200 N. OTTO AVE.,60656
+T6003,6003,RIDGEVIEW CAB CORP.,9696 W. FOSTER AVE.,60656
+T6112,6112,DESTINY CAB CO,6500 N. WESTERN AVE.,60645
+T5358,5358,AZ 5358 INC,4118 W. LAWRENCE AVE.,60630
+T4441,4441,ABRAMSON CORP.,3351 W. ADDISON ST.,60618
+T4513,4513,CANTON TRANS INC,4118 W. LAWRENCE AVE.,60630
+T448,448,GEORGE TAXI EXPRESS INC,5416 N. BROADWAY,60640
+T4680,4680,BAROMETER II HACKING CORP.,2617 S. WABASH AVE.,60616
+T4510,4510,P E P CAB CORP,4626 W. CORNELIA AVE.,60641
+T1822,1822,JUBILEE CAB CORP,3351 W. ADDISON ST.,60618
+T3021,3021,BIJAN CAB CO,5200 N. OTTO AVE.,60656
+T5448,5448,OKUNDAYE & SONS CO,4118 W. LAWRENCE AVE.,60630
+T3954,3954,"TAXI MEDALLION GROUP, LLC-SERIES XV",4175 N. ELSTON AVE.,60618
+T5994,5994,HUKAM TRANSIT INC,2532 W. WARREN BLVD.,60612
+T5423,5423,AREES CAB INC,2532 W. WARREN BLVD.,60612
+T762,762,HENRY AND MASHA CHICAGO CORP.,2617 S. WABASH AVE.,60616
+T1710,1710,OCEANIS TAXI LTD,2532 W. WARREN BLVD.,60612
+T2811,2811,JULY CAB CORP.,2617 S. WABASH AVE.,60616
+T1698,1698,BOULEVARD 1 CORP,3801 N. ELSTON AVE.,60618
+T5044,5044,RIVERSIDE CAB CORP,9696 W. FOSTER AVE.,60656
+T2819,2819,PETE TAXI COMPANY,3351 W. ADDISON ST.,60618
+T4851,4851,SAFE TAXI COMPANY,3351 W. ADDISON ST.,60618
+T6292,6292,Z & Z CAB INC,3351 W. ADDISON ST.,60618
+T6352,6352,NECT 14 LLC,6500 N. WESTERN AVE.,60645
+T2972,2972,RIZQ CAB CO,2202 N. ROCKWELL ST.,60647
+T46,46,MONICA CORP,4626 W. CORNELIA AVE.,60641
+T4624,4624,YOUNG KIM,4626 W. CORNELIA AVE.,60641
+T3879,3879,"BOBCY, INC.",2601 W. PETERSON AVE.,60659
+T5760,5760,BROWN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T5930,5930,REX 2 INC.,6500 W. WESTERN AVE.,60645
+T1595,1595,USAMA TRANS INC.,3351 W. ADDISON ST.,60618
+T6026,6026,LOGAN SQUARE TRANSPORTATION CORP,9696 W. FOSTER AVE.,60656
+T6599,6599,TAXI MEDALLION GROUP LLC SERIES III,4175 N. ELSTON AVE.,60618
+T2732,2732,BLUE EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T5920,5920,SAWA TAXI CORP,6550 N. CLARK ST.,60626
+T844,844,"SHAUN LOVES CHICAGO, INC.",2617 S. WABASH AVE.,60616
+T2838,2838,FULL MOON CAB COMPANY,9696 W. FOSTER AVE.,60656
+T5560,5560,SCORPION CAB CO.,2617 S. WABASH AVE.,60616
+T4697,4697,CHICAGO STAR TAXICAB INC.,2532 W. WARREN BLVD.,60612
+T1645,1645,DORRY INC,6550 N. CLARK ST.,60626
+T5067,5067,PARSEC INC,3351 W. ADDISON ST.,60618
+T5025,5025,"CHRISS, INC.",6500 N. WESTERN AVE.,60645
+T994,994,MAMA FOUR CAB CORP.,2617 S. WABASH AVE.,60616
+T6891,6891,ULTRA INVESTMENT CORP,3351 W. ADDISON ST.,60618
+T954,954,CALL INC,4118 W. LAWRENCE AVE.,60630
+T2604,2604,LESLEY CAB CO,9696 W. FOSTER AVE.,60656
+T115,115,IL 7 CORP,3801 N. ELSTON AVE.,60618
+T3059,3059,PEACE INC.,6550 N. CLARK ST.,60626
+T5840,5840,ONYE-IBO CAB CO,4554 N. BROADWAY,60640
+T1606,106,SHATZI CAB CO,9696 W. FOSTER AVE.,60656
+T6723,6723,"FRAN, INC.",2800 W. PETERSON AVE.,60659
+T693,693,PRIME TAXI CORP.,4626 W. CORNELIA AVE.,60641
+T1958,1958,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T6251,6251,TAHIR'S CORP,3351 W. ADDISON ST.,60618
+T5156,5156,YOMI ADEOYE CAB CO INC,3351 W. ADDISON ST.,60618
+T2375,2375,"CHICAGO MEDALLION NINE, LLC",9696 W. FOSTER AVE.,60656
+T3014,3014,MONITOR TAXI CORP,4118 W. LAWRENCE AVE.,60630
+T4648,4648,GREEN WAY EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T4838,4838,"FAISALABAD TRANS, INC.",2601 W. PETERSON AVE.,60659
+T3287,3287,TAKPA CORP.,2800 W. PETERSON AVE.,60659
+T1407,1407,MYKONOS CAB CORP.,2945 W. PETERSON AVE.,60659
+T871,871,REX 3 INC.,6500 N. WESTERN AVE.,60630
+T4356,4356,F-15 INC,5455 N. SHERIDAN RD.,60640
+T5409,5409,EAST WEST ENTERPRISES INC,4118 W. LAWRENCE AVE.,60630
+T3396,3396,TAXI MEDALLION GROUP LLC SERIES II,3351 W. ADDISON ST.,60618
+T316,316,MR TAXI 1 INC,3351 W. ADDISON ST.,60618
+T1184,1184,LAGUWA INC,4118 W. LAWRENCE AVE.,60630
+T4572,4572,ROOBLE CORP,9696 W. FOSTER AVE.,60656
+T1156,1156,GSJ TAXI CO.,4020 W. GLENLAKE ST.,60646
+T5815,5815,COREY CAB CO,9696 W. FOSTER AVE.,60656
+T740,740,REX 3 INC.,6500 N. WESTERN AVE.,60630
+T5751,5751,FIRST CHICAGO EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T5292,5292,TAXI MEDALLIONGROUP LLCSERIESXXIX,3351 W. ADDISON ST.,60618
+T6335,6335,ANDREW AND STEVEN CAB CORP.,9696 W. FOSTER AVE.,60656
+T4578,4578,KIRYAKOS CORP,2601 W. PETERSON AVE.,60659
+T609,609,NEW LIGHT CAB INC,2945 W. PETERSON AVE.,60659
+T5787,5787,SLSJETS V CAB CORP.,2617 S. WABASH AVE.,60616
+T2235,2235,CHITOWN CAB INC. # III,4020 W. GLENLAKE AVE.,60646
+T2677,2677,MCCAB X CORP.,4626 W. CORNELIA AVE.,60641
+T3504,3504,J C PETERS INC,1801 W. ESTES AVE.,60626
+T6537,6537,BLUE EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T3023,3023,PAK-AMERICAN EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T6057,6057,6057 CAB CORP,1647 N. ORCHARD ST.,60614
+T4728,4728,KSR CAB INC.,4536 N. ELSTON AVE.,60630
+T2478,2478,SMC CAB CORP.,3351 W. ADDISON ST.,60618
+T3264,3264,"CHICAGO POLO VI, INC.",2617 S. WABASH AVE.,60616
+T3445,3445,NATZAC INC,6550 N. CLARK ST.,60626
+T1411,1411,DESZY CORP.,3351 W. ADDISON ST.,60618
+T2748,2748,GRAND CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T66,66,SOPHIE TAXI LLC,4175 N. ELSTON AVE.,60618
+T1513,1513,RIDGEVIEW CAB CORP.,9696 W. FOSTER AVE.,60656
+T3291,3291,MIGUEL A. MANZO,6128 N. DAMEN AVE.,60659
+T5736,5736,DADA'S EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T3993,3993,"KADSIA, INC.",2601 W. PETERSON AVE.,60659
+T2977,2977,RAM'S CAB CO,8312 S. MAY ST.,60620
+T2600,2600,SHAH EXPRESS INC,2601 W. PETERSON AVE.,60659
+T4491,4491,BARKA CAB CORP,920 W. LAKESIDE PL.,60640
+T6282,6282,KARAM CORP,3351 W. ADDISON ST.,60618
+T6444,6444,"CHICAGO POLO XVI, INC",2617 S. WABASH AVE.,60616
+T5108,5108,CHICAGO CAB 5108 CO.,2450 W. ADDISON ST.,60618
+T1706,1706,AL-QAMAR ENTERPRISES INC.,2601 W. PETERSON AVE.,60659
+T1232,1232,KENNATT TRANSPORT INC,3351 W. ADDISON ST.,60618
+T862,862,PETANI CAB CORP,2945 W. PETERSON AVE.,60659
+T153,153,GRASU CAB CORP.,220 N. LAFLIN ST.,60607
+T1714,1714,AQUA ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T1477,1477,H.N. CASA EXPRESS INC.,2601 W. PETERSON AVE.,60659
+T105,105,MCCAB X CORP.,4626 W. CORNELIA AVE.,60641
+T888,888,MEDALLION FUNDING CHICAGO CORP IV,4536 N. ELSTON AVE.,60630
+T3980,3980,YAOLAB INVESTEMENTS INC,3351 W. ADDISON ST.,60618
+T4390,4390,SABREENA TAXI CO,3351 W. ADDISON ST.,60618
+T4350,4350,DEVINDER S. RANGI INC,3351 W. ADDISON ST.,60618
+T5382,5382,D. K. CAB CO.,5765 N. LINCOLN AVE.,60659
+T3643,3643,KWIK CAB CORPORATION,2601 W. PETERSON AVE.,60659
+T6129,6129,NEPAL CAB CORP,1016 W. HOLLYWOOD AVE.,60660
+T1216,1216,ES TAXI CORP.,3351 W. ADDISON ST.,60618
+T2659,2659,DEFIANCE TAXI LLC,3351 W. ADDISON ST.,60618
+T4447,4447,BAYERN TAXI LLC,724 W. WASHINGTON BLVD.,60661
+T6044,6044,ALEXANDRA SCHOOL CORP.,2617 S. WABASH AVE.,60616
+T2137,2137,LATIFEH CAB CO,9696 W. FOSTER AVE.,60656
+T1124,1124,ADEOTI INC,637 E. WOODLAND PARK,60616
+T2945,2945,MOHAMED A HAI,9696 W. FOSTER AVE.,60656
+T6434,6434,CHITOWN CAB INC # II,4020 W. GLENLAKE AVE.,60646
+T4659,4659,CHICAGO MEDALLION FOUR LLC.,9696 W. FOSTER AVE.,60656
+T4781,4781,YUGSI DIAZ CAB INC.,3351 W. ADDISON ST.,60618
+T5799,5799,PEACE INC.,6550 N. CLARK ST.,60626
+T2185,2185,VEE-DOR CAB CO.,9696 W. FOSTER AVE.,60656
+T3271,3271,ARES TAXI INC,2220 W. SHAKESPEARE AVE.,60647
+T6857,6857,RUMAYSA CORP.,2617 S. WABASH AVE.,60616
+T5283,5283,SJ TAXI CORP.,4118 W. LAWRENCE AVE.,60630
+T4875,4875,4875 TAXI INC,4626 W. CORNELIA AVE.,60641
+T1554,1554,"CHICAGO CAB, INC. #1",6550 N. CLARK ST.,60626
+T5901,5901,ERITREAN AMERICAN INC,2601 W. PETERSON AVE.,60659
+T209,209,K & S CORP,4626 W. CORNELIA AVE.,60641
+T36,36,TIPTOM TOO INC,2617 S. WABASH AVE.,60616
+T1129,1129,YC19 LLC,3351 W. ADDISON ST.,60618
+T53,53,MR TAXI 2 INC,3351 W. ADDISON ST.,60618
+T2361,2361,STATE TAXI INC,4118 W. LAWRENCE AVE.,60630
+T6074,6074,AMERICAN WINNER TAXTCAB INC,2601 W. PETERSON AVE.,60659
+T1664,1664,SUSU TAXI INC,3351 W. ADDISON ST.,60618
+T1362,1362,SHEENA CORP,2601 W. PETERSON AVE.,60659
+T320,320,GEMINI TAXI CORP,2945 W. PETERSON AVE.,60659
+T6977,6977,"MONIKRIS, INC",9696 W. FOSTER AVE.,60656
+T5095,5095,KALIM KHAN,6412 N. HAMILTON AVE.,60645
+T5692,5692,"ECO 1 TAXI, INC",2759 W. MAYPOLE AVE.,60612
+T2876,2876,"IL 2, CORP.",3801 N. ELSTON AVE.,60618
+T3998,3998,"BOURGAS, CORP.",3351 W. ADDISON ST.,60618
+T6111,6111,TRIBECA CAB CORP,4536 N. ELSTON AVE.,60630
+T4726,4726,SCORPION CAB CO.,2617 S. WABASH AVE.,60616
+T5403,5403,NEW MILLENIUM TAXICAB INC,3351 W. ADDISON ST.,60618
+T2810,2810,E & B EXPRESS CORP.,8001 S. DR MARTIN LUTHER KING JR DR.,60619
+T6630,6630,ON THE GO CAB CO INC,3351 W. ADDISON ST.,60618
+T3018,3018,"DERLY'S CAB CO., INC.",4626 W. CORNELIA AVE.,60641
+T5986,5986,VERONIQUE ARIELLE CAB CORP.,2617 S. WABASH AVE.,60616
+T4417,4417,SANTORINI FOUR CAB CORP.,4536 N. ELSTON AVE.,60630
+T1916,1916,TOCCA TAXI LLC,4536 N. ELSTON AVE.,60630
+T2078,2078,J K T CAB CO,4020 W. GLENLAKE AVE.,60646
+T2382,2382,"HODO TRANS, INC",2601 W. PETERSON AVE.,60659
+T2958,2958,"RSN 3, CORP",5200 N. OTTO AVE.,60656
+T1585,1585,TRIBECA THREE CAB CORP.,4536 N. ELSTON AVE.,60630
+T5114,5114,ADRIAN INC.,6500 N. WESTERN AVE.,60645
+T2609,2609,SPARTAN CAB CO,2601 W. PETERSON AVE.,60659
+T2942,2942,ANY CAB CORP.,4536 N. ELSTON AVE.,60630
+T3762,3762,SUKHI ENTERPRISES INC.,3351 W. ADDISON ST.,60618
+T5376,5376,TAXI MEDALLIONGROUP LLCSERIESXXIX,3351 W. ADDISON ST.,60618
+T1096,1096,FATIMAH CAB CORP,9696 W. FOSTER AVE.,60656
+T4757,4757,ILHAM TRANS INC,2601 W. PETERSON AVE.,60659
+T6480,6480,RSA CAB CORP.,6550 N. CLARK ST.,60626
+T816,816,DEFIANCE TAXI LLC,3351 W. ADDISON ST.,60618
+T5643,5643,KALGIDHAR CAB CO,4626 W. CORNELIA AVE.,60641
+T6207,6207,HASRA CORP,3351 W. ADDISON ST.,60618
+T2230,2230,CHICAGO CAB 2 CORP.,2945 W. PETERSON AVE.,60659
+T1345,1345,CORPORAL CAB CO,1834 N. DAMEN AVE.,60647
+T6115,6115,M A I CAB CO,2601 W. PETERSON AVE.,60659
+T1277,1277,YC22 LLC,3351 W. ADDISON ST.,60618
+T84,84,MCCAB XX CORP.,4626 W. CORNELIA AVE.,60641
+T6742,6742,TASHA RIDE INC.,1749 N. MOODY AVE.,60639
+T1902,1902,"ARSLAN TRANS, INC.",2601 W. PETERSON AVE.,60659
+T3785,3785,MCCAB XVI CORP.,3351 W. ADDISON ST.,60618
+T3237,3237,AMR CAB CORP.,3351 W. ADDISON AVE.,60618
+T1954,1954,ZONIC INC,4118 W. LAWRENCE AVE.,60630
+T926,926,JOHNS CABS CORP.,4536 N. ELSTON AVE.,60630
+T2591,2591,A & S CAB CO INC,2028 W. CONCORD PL.,60647
+T3979,3979,3979 TAXI CORP,9696 W. FOSTER AVE.,60656
+T5104,5104,YESRAB CORP.,3151 W. ARTHUR AVE.,60645
+T3536,3536,GREEN TREE TAXI,3005 W. FARGO AVE.,60645
+T1434,1434,GSJ TAXI CO.,4020 W. GLENLAKE ST.,60646
+T5308,5308,MADOROCK INC,3351 W. ADDISON ST.,60618
+T165,165,IL 8 CORP,3801 N. ELSTON AVE.,60618
+T5026,5026,"SURF & XMILIN, INC",2601 W. PETERSON AVE.,60659
+T4524,4524,CAROL CAB CO.,3351 W. ADDISON ST.,60618
+T3556,3556,RODNEY ANDREWS,309 E. 89TH PL.,60619
+T3305,3305,CHICAGO RED WHITE CAB CO.,4414 S. KNOX AVE.,60632
+T1137,1137,SKYT INC.,2532 W. WARREN BLVD.,60612
+T1121,1121,YC19 LLC,3351 W. ADDISON ST.,60618
+T669,669,BLESS TAXI INC,2617 S. WABASH AVE.,60616
+T1412,1412,GSJ TAXI CO.,4020 W. GLENLAKE ST.,60646
+T1310,1310,SUPERIOR CAB CO INC,6301 N. SHERIDAN AVE.,60660
+T199,199,OMERAGIC INC.,6550 N. CLARK ST.,60626
+T1575,1575,OCEANIS TAXI LTD,2532 W. WARREN BLVD.,60612
+T2736,2736,"TAXI MEDALLION GROUP,LLC SERIES VII",4175 N. ELSTON AVE.,60618
+T6747,6747,"TAXI MEDALLION GROUP, LLC SERIES IV",4175 N. ELSTON AVE.,60618
+T4863,4863,"TAXI MEDALLION GROUP, LLC SERIES IV",4175 N. ELSTON AVE.,60618
+T5715,5715,MILA AND MIKE INC,2617 S. WABASH AVE.,60616
+T261,261,NEMESIS CAB CORP.,2945 W. PETERSON AVE.,60659
+T3701,3701,"BAKILA HOSSAIN, INC.",9696 W. FOSTER AVE.,60656
+T688,688,QUOMASS INC,3351 W. ADDISON ST.,60618
+T989,989,SHAHID TAXI INC,4118 W. LAWRENCE AVE.,60630
+T1973,1973,SHOTOR CAB CO,9696 W. FOSTER AVE.,60656
+T5486,5486,TAXI MEDALLION GROUP LLC SERIES III,4175 N. ELSTON AVE.,60618
+T4906,4906,"FLAMINGO H & T, INC",4626 W. CORNELIA AVE.,60641
+T3756,3756,IFYDA CAB CO,4118 W. LAWRENCE AVE.,60630
+T4759,4759,PRIME TAXI CORP.,4626 W. CORNELIA AVE.,60641
+T3810,3810,FRESH POWDER TAXI LLC,4536 N. ELSTON AVE.,60630
+T6089,6089,"LUCKY SEVEN CHICAGO ONE, INC.",2617 S. WABASH AVE.,60616
+T2526,2526,MIKA CAB CO INC,4626 W. CORNELIA AVE.,60641
+T635,635,JABOYE CORP.,3351 W. ADDISON ST.,60618
+T781,781,FOUAZ INC,2235 W. MAYPOLE AVE.,60612
+T3050,3050,TEDDY TRANSPORTATION INC.,3351 W. ADDISON ST.,60618
+T4020,4020,HMM INC.,4118 W. LAWRENCE AVE.,60630
+T2429,2429,CELLULAR CAB CO,3351 W. ADDISON ST.,60618
+T788,788,"TAXI MEDALLION GROUP, LLC-SERIES XV",4175 N. ELSTON AVE.,60618
+T4408,4408,ELSTON ELEVEN LLC,2738 W. FULTON ST.,60612
+T6503,6503,N AND S TAXI INC.,6550 N. CLARK ST.,60626
+T164,164,IL 7 CORP,3801 N. ELSTON AVE.,60618
+T3236,3236,"R & A CITY, INC.",3351 W. ADDISON ST.,60618
+T1983,1983,IL 3 CORP.,3801 N. ELSTON AVE.,60618
+T4201,4201,SUNFLOWER CAB CO.,3351 W. ADDISON ST.,60618
+T78,78,ALBIE'S CORP.,2601 W. PETERSON AVE.,60659
+T5712,5712,MULTAN EXPRESS INC,4118 W. LAWRENCE AVE.,60630
+T1556,1556,ROCKY MOUNTAIN CAB CO,1834 N. DAMEN AVE.,60647
+T3163,3163,BARROW TAXI LLC,4536 N. ELSTON AVE.,60630
+T324,324,EBUDOLA CAB CO,3351 W. ADDISON ST.,60618
+T4226,4226,JAHAN INC,9696 W. FOSTER AVE.,60656
+T4545,4545,ALMOHAJEER INC,4020 W. GLENLAKE AVE.,60646
+T2141,2141,CHADWICK CAPITAL CORP,4118 W. LAWRENCE AVE.,60630
+T2690,2690,LUCKY 7 CAB COMPANY,1834 N. DAMEN AVE.,60647
+T3781,3781,TAXSI CORP,9696 W. FOSTER AVE.,60656
+T3733,3733,TAXI MEDALLION GROUPLLC-SERIESXVIII,4175 N. ELSTON AVE.,60618
+T1551,1551,ASHA CORP,4020 W. GLENLAKE AVE.,60646
+T6733,6733,TAXI MEDALLION GROUP LLC-SERIES 35,4175 N. ELSTON AVE.,60618
+T5190,5190,BARAKA ENTERPRISES INC.,3351 W. ADDISON ST.,60618
+T3225,3225,STEFANIE AND AUDREY CAB CORP.,9696 W. FOSTER AVE.,60656
+T2069,2069,ABDELHAFED AL-KHALAYLEH,2025 W. GRANVILLE AVE.,60659
+T4329,4329,OHANS CORPORATION,2601 W. PETERSON AVE.,60659
+T247,247,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T3842,3842,FOREVER CAB INC.,4118 W. LAWRENCE AVE.,60630
+T2366,2366,NOWARMA INC.,4626 W. CORNELIA AVE.,60641
+T1197,1197,INARA ENTERPRISE INC,4118 W. LAWRENCE AVE.,60630
+T2864,2864,SKY TAXI INC,4626 W. CORNELIA AVE.,60641
+T4167,4167,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T963,963,"CHICAGO MEDALLION NINE, LLC",9696 W. FOSTER AVE.,60656
+T1827,1827,PARK CITY CAB CO,4626 W. CORNELIA AVE.,60641
+T6085,6085,CHICAGO SUPERSONIC CAB CORP,9696 W. FOSTER AVE.,60656
+T6340,6340,KINGDOM TRANSPORT INC.,4542 N. BROADWAY,60640
+T6317,6317,MAHLEAT INC,4118 W. LAWRENCE AVE.,60630
+,NULL,NULL,NULL,NULL
+T5111,5111,IRSHAN INC,4118 W. LAWRENCE AVE.,60630
+T4960,4960,WEDEB CAB CO.,4626 W. CORNELIA AVE.,60641
+T5852,5852,CHICAGO MEDALLION FIVE LLC,9696 W. FOSTER AVE.,60656
+T6726,6726,TAXI MEDALLION GROUPLLC -SERIESXXV,4175 N. ELSTON AVE.,60618
+T777,777,"SHAUN LOVES CHICAGO, INC.",2617 S. WABASH AVE.,60616
+T541,541,"LULU THREE, INC",2617 S. WABASH AVE.,60616
+T6377,6377,LAYA CAB CORP,5200 N. OTTO AVE.,60656
+T2564,2564,DEB CAB CO,3351 W. ADDISON ST.,60618
+T6500,6500,AGAPH CAB CORP,2945 W. PETERSON AVE.,60659
+T4692,4692,MR. TAXI INC.,3351 W. ADDISON ST.,60618
+T6462,6462,MIRA EXPRESS INC,9696 W. FOSTER AVE.,60656
+T6908,6908,TEKESTE CORP.,6550 N. CLARK ST.,60626
+T4334,4334,SEWIT EXPRESS INC,6550 N. CLARK ST.,60626
+T1035,1035,NADJIB TRANS INC,4626 W. CORNELIA AVE.,60641
+T6066,066,AFEY INC,2601 W. PETERSON AVE.,60659
+T25,25,ROADWAY CAB CO,4301 W. MONTROSE AVE.,60641
+T2989,2989,SHUMAILA CAB CO,4626 W. CORNELIA AVE.,60641
+T581,581,PARAMJIT ENTERPRISES INC,3351 W. ADDISON ST.,60618
+T2653,2653,MOONLIGHT TAXI SERVICE INC,3005 W. FARGO AVE.,60645
+T1977,1977,A. S. INC. II,4118 W. LAWRENCE AVE.,60630
+T6960,6960,DWEBAN INC,4626 W. CORNELIA AVE.,60641
+T5395,5395,WE CAB CO.,2945 W. PETERSON AVE.,60659
+T4905,4905,FOMEAK INC,4827 N. SHERIDAN RD.,60640
+T3324,3324,AKAL CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T6304,6304,CH. TAXI I CORP.,3351 W. ADDISON ST.,60618
+T6493,6493,ASMARA INC,4626 W. CORNELIA AVE.,60641
+T6621,6621,NORTH KING CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T3348,3348,HAFIZ BILAL EXPRESS INC.,3351 W. ADDISON ST.,60618
+T2716,2716,"CHICAGO POLO XIV, INC.",2617 S. WABASH AVE.,60616
+T4731,4731,CHICAGO MEDALLION FOUR LLC.,9696 W. FOSTER AVE.,60656
+T3527,3527,"HAGHIGHAT TRANSPORT, INC.",4626 W. CORNELIA AVE.,60641
+T3818,3818,OKABS INC,3351 W. ADDISON ST.,60618
+T2508,2508,A1 CAB SERVICE LLC,6542 N. SEELEY AVE.,60645
+T5496,5496,ARCHER CAB INC,9696 W. FOSTER AVE.,60656
+T1926,1926,NICOLAE TOMA,5021 N. DAMEN AVE.,60625
+T804,804,FUTURE CAB CO,9696 W. FOSTER AVE.,60656
+T5014,5014,CASBAH TRANS INC,4626 W. CORNELIA AVE.,60641
+T432,432,MCCAB VII CORP.,4626 W. CORNELIA AVE.,60641
+T5239,5239,AGAPE CAB INC.,2601 W. PETERSON AVE.,60659
+T860,860,ZEUS CAB CORP.,2945 W. PETERSON AVE.,60659
+T1821,1821,NORIZA INC,9696 W. FOSTER AVE.,60656
+T5762,5762,PENN - J INC,3351 W. ADDISON ST.,60618
+T2435,2435,TAXI CAB INC,3351 W. ADDISON ST.,60618
+T1375,1375,DE-ROWSTEPH VENTURES INC,1422 N. LOCKWOOD AVE.,60651
+T5298,5298,KAALA JUTT CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T3827,3827,RESURRECTION TAXI INC,2532 W. WARREN BLVD.,60612
+T1442,1442,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T4672,4672,SUPER PRINCE INC,4118 W. LAWRENCE AVE.,60630
+T110,110,CHAUDHRY STARS INC,3351 W. ADDISON ST.,60618
+T237,237,IL 9 CORP,3801 N. ELSTON AVE.,60618
+T4480,4480,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T1160,1160,AL-MEDINA CHICAGO INC,3351 W. ADDISON ST.,60618
+T3711,3711,"ARVP, LLC",3204 W. OLIVE AVE.,60659
+T852,852,BON CORPORATION,3351 W. ADDISON ST.,60618
+T1046,1046,NEWOSBAR INC,9696 W. FOSTER AVE.,60656
+T2357,2357,SHEZAN INC,9696 W. FOSTER AVE.,60656
+T513,513,"LULU THREE, INC",2617 S. WABASH AVE.,60616
+T6961,6961,FAST CAB AND LIMO SERVICES INC,9696 W. FOSTER AVE.,60656
+T4687,4687,CARAVAN CAB CO,3351 W. ADDISON ST.,60618
+T5338,5338,SAHARAN CAB INC,2601 W. PETERSON AVE.,60659
+T2148,2148,"DERLY'S CAB CO., INC.",4626 W. CORNELIA AVE.,60641
+T4846,4846,"JAZZY GILL, INC.",6220 N. RIDGE AVE.,60660
+T111,111,ANDREW AND STEVEN CAB CORP.,9696 W. FOSTER AVE.,60656
+T49,49,NECT 30 LLC,6500 N. WESTERN AVE.,60645
+T4559,4559,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T2739,2739,DARLING CAB CO,4626 W. CORNELIA AVE.,60641
+T1738,1738,KIRUBEL CORP,5416 N. BROADWAY,60640
+T4359,4359,"NORTHSIDE TAXI 4359, LLC",6405 N. CAMPBELL AVE.,60645
+T6137,6137,"OLAN CAB CO., INC.",9696 W. FOSTER AVE.,60656
+T4742,4742,JUICY J INC,4118 W. LAWRENCE AVE.,60630
+T4526,4526,KNOWTICA CAB CO,4020 W. GLENLAKE AVE.,60646
+T329,329,REHMAT CORP.,3351 W. ADDISON ST.,60618
+T6796,6796,SDJ TAXI INC,5765 N. LINCOLN AVE.,60659
+T5800,5800,SENAI TAXI CORP,6550 N. CLARK ST.,60626
+T4058,4058,ANMOLE JHALLY CORP,3351 W. ADDISON ST.,60618
+T5258,5258,DEKA TWO CAB CORP.,4536 N. ELSTON AVE.,60630
+T6967,6967,AANADIL INC,3351 W. ADDISON ST.,60618
+T2018,2018,SLSJETS IV CAB CORP.,2617 S. WABASH AVE.,60616
+T660,660,RHD CAB CORP.,2800 W. PETERSON AVE.,60659
+T6649,6649,JNR III INC.,9696 W. FOSTER AVE.,60656
+T262,262,CHI-TOWN TAXI LLC,3215 N. PIONEER AVE.,60634
+T727,727,MAHENDRA BHATT,170 W. OAK ST.,60610
+T1781,1781,GOLDEN STOOL INC,3351 W. ADDISON ST.,60618
+T6245,6245,KENDOSKI TAXI LLC,820 W. BELLE PLAINE AVE.,60613
+T2081,2081,AMRIT CAB CO.,4118 W. LAWRENCE AVE.,60630
+T599,599,SERAFFIN INC.,9696 W. FOSTER AVE.,60656
+T5477,5477,S M B K CAB CO,2547 W. JEROME ST.,60645
+T5922,5922,SUMETTI CAB CO,6550 N. CLARK ST.,60626
+T3617,3617,CHICAGO 5 STAR TAXI CAB INC,3351 W. ADDISON ST.,60618
+T5659,5659,SAJIDA CAB INC,3351 W. ADDISON ST.,60618
+T6239,6239,"CHICAGO POLO XVII, INC",2617 S. WABASH AVE.,60616
+T869,869,MEDALLION FUNDING CHICAGO CORP II,4626 W. CORNELIA AVE.,60641
+T2152,2152,G S BHATTI TAXI INC,4626 W. CORNELIA AVE.,60641
+T2355,2355,AL-MEDINA TAXI INC,9696 W. FOSTER AVE.,60656
+T1548,1548,SNOWCAT TAXI LLC,2532 W. WARREN BLVD.,60612
+T294,294,CAPRICORN CAB INC,6500 N. WESTERN AVE.,60645
+T3460,3460,"ODUWOLE, INC",3351 W. ADDISON ST.,60618
+T2959,2959,"MIDWEST CAB CO, INC",4020 W. GLENLAKE AVE.,60646
+T4194,4194,BOULEVARD CORP,3801 N. ELSTON AVE.,60618
+T6442,6442,S A H I 6442 TAXI INC,4020 W. GLENLAKE AVE.,60646
+T1408,1408,D.L.B. CAB CO. INC.,9696 W. FOSTER AVE.,60656
+T1502,1502,"EAGLE EXPRESS, INC.",4626 W. CORNELIA AVE.,60641
+T1914,1914,ABRANTIE TRANSPORT INC.,3351 W. ADDISON,60618
+T5866,5866,LUCKY SEVEN CHICAGO THREE INC.,2617 S. WABASH AVE.,60616
+T4177,4177,ABDUL LLC,9696 W. FOSTER AVE.,60656
+T667,667,SUSAN CAB CORP.,2617 S. WABASH AVE.,60616
+T648,648,COMFORTING NEST TRANS INC,3351 W. ADDISON ST.,60618
+T1059,1059,YC17 LLC,3351 W. ADDISON ST.,60618
+T3744,3744,AL-MEDINA CHICAGO INC,3351 W. ADDISON ST.,60618
+T4706,4706,EINOLHAYAT CORP,4626 W. CORNELIA AVE.,60641
+T1486,1486,RAINSTORM II HACKING CORP.,2617 S. WABASH AVE.,60616
+T3365,3365,"TANAKA TRANS CORP., II",4626 W. CORNELIA AVE.,60641
+T2759,2759,FAZAL INC,4118 W. LAWRENCE AVE.,60630
+T6531,6531,JANDI INC.,4020 W. GLENLAKE AVE.,60646
+T4628,4628,MUKI INC,2601 W. PETERSON AVE.,60659
+T2781,2781,JNR III INC.,9696 W. FOSTER AVE.,60656
+T1553,1553,ILYASEEN CAB CO.,3351 W. ADDISON ST.,60618
+T5098,5098,KHANGURA CAB CORP,4626 W. CORNELIA AVE.,60641
+T2831,2831,MAZA CAB COMPANY,6550 N. CLARK ST.,60626
+T270,270,"ZOLI, INC.",8747 W. BRYN MAWR AVE.,60631
+T3881,3881,MICHIGAN AVE CAB LLC,4536 N. ELSTON AVE.,60630
+T1453,1453,RABAT INC.,4626 W. CORNELIA AVE.,60641
+T3775,3775,AMISCO TRANSPORATION INC,9696 W. FOSTER AVE.,60656
+T2169,2169,KIMBERLY TAXI CO,6550 N. CLARK ST.,60626
+T2377,2377,"LDU 10, CORP.",3443 W. SCHOOL ST.,60618
+T2484,2484,"ABRON CAB COMPANY, INC.",9696 W. FOSTER AVE.,60656
+T2905,2905,RENEGADE CAB CO THREE,4020 W. GLENLAKE AVE.,60646
+T3662,3662,"GEO-LINE, INC.",3351 W. ADDISON ST.,60618
+T5820,5820,KGN CAB LLC,9696 W. FOSTER AVE.,60656
+T3005,3005,GRAND CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T4455,4455,THM CAB CORP.,2601 W. PETERSON AVE.,60659
+T3213,3213,AKAL TRANSPORT CORP,4020 W. GLENLAKE AVE.,60646
+T2438,2438,RED ROSE CORP,5200 N. OTTO AVE.,60656
+T6596,6596,GAUHER INC,9696 W. FOSTER AVE.,60656
+T435,435,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T4479,4479,ADAMS TAXI LLC,4536 N. ELSTON AVE.,60630
+T1384,1384,BARBIE IN CHICAGO CAB CORP,2617 S. WABASH AVE.,60616
+T91,91,SARDINIA ENTERPRISES INC,4118 W. LAWRENCE AVE.,60630
+T2836,2836,BUKWANG YANG,2800 W. PETERSON AVE.,60659
+T3486,3486,MANZO & SONS INC.,3351 W. ADDISON ST.,60618
+T3706,3706,ITHAKA CAB CORP,2945 W. PETERSON AVE.,60659
+T2105,2105,"ILIRIDA TRANS, INC.",3401 N. PLAINFIELD AVE.,60634
+T2780,2780,G.G. TRANSIT CORP.,9696 W. FOSTER AVE.,60656
+T1936,1936,LILLY CAB CORP,2617 S. WABASH AVE.,60616
+T3570,3570,BLACK PIKE INC,4118 W. LAWRENCE AVE.,60630
+T5524,5524,DUKE'S 07 CORP.,3809 N. ELSTON AVE.,60618
+T4403,4403,CHICAGO MEDALLION THREE LLC.,9696 W. FOSTER AVE.,60656
+T296,296,N. R. T. CAB CO,3351 W. ADDISON ST.,60618
+T5206,5206,ATHINA CAB CORP.,2945 W. PETERSON AVE.,60659
+T1127,1127,SHAZZAD CAB INC,2235 W. MAYPOLE AVE.,60612
+T703,703,SAPNA CORPORATION,4020 W. GLENLAKE AVE.,60646
+T355,355,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T3631,3631,ANDROS CAB CORP,2645 W. PETERSON AVE.,60659
+T6635,6635,PJ CAB CO,4020 W. GLENLAKE AVE.,60646
+T6510,6510,FAVEN CORP.,5416 N. BROADWAY,60640
+T1020,1020,SUFIYAN I INC,5519 N. CUMBERLAND AVE.,60656
+T701,701,FULANI INC,9696 S. FOSTER AVE.,60656
+T4452,4452,REX 10 INC,6500 N. WESTERN AVE.,60645
+T4893,4893,SHEEBA CAB CO,9696 W. FOSTER AVE.,60656
+T6909,6909,KALAVRITA CAB CORP,2945 W. PETERSON AVE.,60659
+T3274,3274,SOPHIE TAXI LLC,4175 N. ELSTON AVE.,60618
+T2280,2280,BUDGET CAB CORP,5200 N. OTTO AVE.,60656
+T1369,1369,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T2490,2490,A B C CAB CO,4536 N. ELSTON AVE.,60630
+T3859,3859,CATCH A CAB CORP.,3351 W. ADDISON ST.,60618
+T3722,3722,"CHICAGO POLO IX, INC.",2617 S. WABASH AVE.,60616
+T1996,1996,LIGHT BREEZE CAB CORP.,2617 S. WABASH AVE.,60616
+T4741,4741,CHICAGO MEDALLION FOUR LLC.,9696 W. FOSTER AVE.,60656
+T671,671,"TYLER CRAZY ABOUT CHICAGO, INC.",2617 S. WABASH AVE.,60616
+T2376,2376,MISTY CAB CORP,3005 W. FARGO AVE.,60645
+T658,658,ZEUS CAB CORP.,2945 W. PETERSON AVE.,60659
+T5088,5088,ADAMS TAXI LLC,4536 N. ELSTON AVE.,60630
+T5374,5374,HASHIM TAXI CORP,5416 N. BROADWAY,60640
+T3055,3055,KAROON BANNAPRADIST,6129 N. AVERS AVE.,60659
+T2893,2893,BEDFORD CAB TWO CORP,3351 W. ADDISON,60618
+T6918,6918,BROWN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T3675,3675,M. Y. TRANS INC,3351 W. ADDISON ST.,60618
+T6637,6637,LEEFON CORP.,2617 S. WABASH AVE.,60616
+T4422,4422,CATCH A CAB CORP.,3351 W. ADDISON ST.,60618
+T3746,3746,BAFSH INC,4848 N. WINTHROP AVE.,60640
+T1597,1597,TURNER CAB CO,4626 W. CORNELIA AVE.,60641
+T6290,6290,"IRKLENAR, INC.",5509 N. MANGO AVE.,60630
+T2007,2007,TANTA CAB CO,3351 W. ADDISON ST.,60618
+T6543,6543,TRIPLE Z ENTERPRISES LLC,810 W. GRACE ST.,60613
+T2776,2776,MALEY INC,920 W. LAKESIDE PL.,60640
+T3322,3322,AKAL CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T351,351,MCCAB XXIII CORP.,4626 W. CORNELIA AVE.,60641
+T5903,5903,777 CAB COMPANY,3351 W. ADDISON ST.,60618
+T6661,6661,SST CAB CO,4020 W. GLENLAKE AVE.,60646
+T3085,3085,3085 TAXI CORP.,2601 W. PETERSON AVE.,60659
+T653,653,OIA CAB CORP.,4536 N. ELSTON AVE.,60630
+T1507,1507,TRIPLE FAVOURS INC,3550 S. RHODES AVE.,60653
+T892,892,TRIANGLE TRANS INC,2601 W. PETERSON AVE.,60659
+T3081,3081,IDEAL CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T3097,3097,TAXI CAB INC,3351 W. ADDISON ST.,60618
+T5660,5660,SARAH ENTERPRISES,3351 W. ADDISON ST.,60618
+T522,522,ALVANO TAXI CO.,2945 W. PETERSON AVE.,60659
+T6283,6283,"DELOTS, INC",2532 W. WARREN BLVD.,60612
+T2808,2808,SAFE TAXI COMPANY,3351 W. ADDISON ST.,60618
+T6295,6295,MUSSA CAB CORP.,2601 W. PETERSON AVE.,60659
+T3787,3787,UNIVERSAL TAXI COMPANY,3351 W. ADDISON ST.,60618
+T6408,6408,BASRA TRANS INC,2601 W. PETERSON AVE.,60659
+T3729,3729,HATEF CAB CO.,9696 W. FOSTER AVE.,60656
+T3717,3717,IL 3 CORP.,3801 N. ELSTON AVE.,60618
+T5255,5255,SIDISIE INC,5416 N. BROADWAY,60640
+T128,128,WALTUN BROTHERS INC.,3351 W. ADDISON,60618
+T2121,2121,BIG BOY CAB CO,3351 W. ADDISON ST.,60618
+T2176,2176,ZEUS CAB CORP.,2945 W. PETERSON AVE.,60659
+T6598,6598,CHITOWN CAB INC # II,4020 W. GLENLAKE AVE.,60646
+T2934,2934,PAULA H CORP.,2617 S. WABASH AVE.,60616
+T3503,3503,HANIFA A. GODER,9696 W. FOSTER AVE.,60656
+T5843,5843,KHYBER EXPRESS INC,4626 W. CORNELIA AVE.,60641
+T4165,4165,SABREENA TAXI CO,3351 W. ADDISON ST.,60618
+T1161,1161,AFAN INC.,3351 W. ADDISON ST.,60618
+T5341,5341,TAXI MEDALLION GROUP LLC SERIES II,3351 W. ADDISON ST.,60618
+T4184,4184,KHAN CAB CO,4118 W. LAWRENCE AVE.,60630
+T579,579,MPA CAB CO,4626 W. CORNELIA AVE.,60641
+T5116,5116,JULIA QUEZADA,5438 N. NAGLE AVE.,60630
+T4027,4027,GONDAR EXPRESS CORP,5416 N. BROADWAY,60640
+T5038,5038,NEW AMSTERDAM LEASING CORP.,3351 W. ADDISON ST.,60618
+T6474,6474,SNOWBLIND CAB CORP,2617 S. WABASH AVE.,60616
+T3303,3303,RODAS CAB CO,850 W. EASTWOOD AVE.,60640
+T993,993,CHITOWN CAB INC #1,4020 W. GLENLAKE AVE.,60646
+T6590,6590,NORTH SHORE CAB INC.,5765 N. LINCOLN AVE.,60659
+T354,354,NAXOS CAB CORP,2945 W. PETERSON AVE.,60659
+T1135,1135,HY LITE CAB CO,4175 N. ELSTON AVE.,60618
+T1166,1166,CRAZY JEFFREY CAB CORP,2617 S. WABASH AVE.,60616
+T2311,2311,SHOKABAGO CAB CO,9696 W. FOSTER AVE.,60656
+T5177,5177,N D Z 2 CORP.,9696 W. FOSTER AVE.,60656
+T5934,5934,"CHICAGO MEDALLION NINE, LLC",9696 W. FOSTER AVE.,60656
+T980,980,SHAH TAXI INC,9696 W. FOSTER AVE.,60656
+T1899,1899,AQUA ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T2614,2614,ZULA EXPRESS INC.,4626 W. CORNELIA AVE.,60641
+T2402,2402,ARUBA & HUMAYUN INC.,3351 W. ADDISON ST.,60618
+T4950,4950,BASUKA INC,2800 W. PETERSON AVE.,60659
+T2122,2122,ALHAJ BROTHERS INC,4118 W. LAWRENCE AVE.,60630
+T4495,4495,MORAN TAXI INC,3351 W. ADDISON ST.,60618
+T4610,4610,JNR III INC.,9696 W. FOSTER AVE.,60656
+T6030,6030,SUKHI ENTERPRISES INC.,3351 W. ADDISON ST.,60618
+T3548,3548,3548 TAXI CORP,4118 W. LAWRENCE AVE.,60630
+T2302,2302,AUJLA CAB CO,4626 W. CORNELIA AVE.,60641
+T2869,2869,M.R.M. CORP,4020 W. GLENLAKE AVE.,60646
+T6100,6100,"JOY CO., INC. I I",1829 W. 21ST ST.,60608
+T3329,3329,SAVANAH TAXI INC,2601 W. PETERSON AVE.,60659
+T6046,6046,AARON CAB INC,3005 W. FARGO AVE.,60645
+T1640,1640,AMPLE SUN CAB CORP.,2617 S. WABASH AVE.,60616
+T5881,5881,POPO INC,2601 W. PETERSON AVE.,60659
+T5154,5154,TAXI MEDALLION GROUP LLC SERIES 28,3351 W. ADDISON ST.,60618
+T31,31,LBJ CAB CORP.,2617 S. WABASH AVE.,60616
+T6327,6327,CHICAGO AUCTION CAB CO.,2617 S. WABASH AVE.,60616
+T5561,5561,LUNAR INC,2601 W. PETERSON AVE.,60659
+T507,507,JACKSON STREET TAXI LLC,4536 N. ELSTON AVE.,60630
+T1420,1420,SAMOS CAB CORP,2945 W. PETERSON AVE.,60659
+T38,38,CAPITAL CROWN CAB LLC,2532 W. WARREN BLVD.,60612
+T6941,6941,A & S TAXI INC,9696 W. FOSTER AVE.,60656
+T5300,5300,REYES CAB COMPANY,3351 W. ADDISON ST.,60618
+T943,943,NECT 37 LLC,6500 N. WESTERN AVE.,60645
+T246,246,GALA CAB CORP.,2617 S. WABASH AVE.,60616
+T1741,1741,PECONIC TAXI LLC,4536 N. ELSTON AVE.,60630
+T593,593,SLSJETS III CAB CORP.,2617 S. WABASH AVE.,60616
+T6502,6502,"CHICAGO POLO XVII, INC",2617 S. WABASH AVE.,60616
+T1040,1040,BRANDON INC.,4118 W. LAWRENCE AVE.,60630
+T1980,1980,LIMRA AZEX INC,6340 N. BELL AVE.,60659
+T5260,5260,WHITE ROSE CHICAGO CORP,4626 W. CORNELIA AVE.,60641
+T3484,3484,DEVINDER S. RANGI INC,3351 W. ADDISON ST.,60618
+T6311,6311,S. F. Y. CAB CORP.,4118 W. LAWRENCE AVE.,60630
+T3892,3892,CHIMTAL INC.,9696 W. FOSTER AVE.,60656
+T5064,5064,ALEX B CAB CORP,4626 W. CORNELIA AVE.,60641
+T112,112,MCCAB XIV CORP.,4626 W. CORNELIA AVE.,60641
+T6402,6402,MASSEW CORP,2601 W. PETERSON AVE.,60659
+T2837,2837,"WALTER TRANS, INC.",2601 W. PETERSON AVE.,60659
+T2330,2330,MR. TAXI INC.,3351 W. ADDISON ST.,60618
+T3959,3959,J K T CAB CO,4020 W. GLENLAKE AVE.,60646
+T2118,2118,LUCKY TAXICAB INC,6550 N. CLARK ST.,60626
+T809,809,J K TAXICAB INC,9696 W. FOSTER AVE.,60656
+T5861,5861,LUCKY SEVEN CHICAGO THREE INC.,2617 S. WABASH AVE.,60616
+T2412,2412,MALIK ENTERPRISES INC,2601 W. PETERSON AVE.,60659
+T94,94,RO. TAXI CORP.,535 N. MICHIGAN AVE.,60611
+T959,959,HANSI CAN CO,4626 W. CORNELIA AVE.,60641
+T5205,5205,CHEVY CORPORATION,3351 W. ADDISON ST.,60618
+T2130,2130,SIAM INCORPORATED I,6550 N. CLARK ST.,60626
+T5404,5404,STGERI CAB CORP,9696 W. FOSTER AVE.,60656
+T2187,2187,VEE-DOR CAB CO.,9696 W. FOSTER AVE.,60656
+T2067,2067,HADEEL TRANS INC,4626 W. CORNELIA AVE.,60641
+T2072,2072,ADEBAYO FALETI,2738 W. FULTON ST.,60612
+T3863,3863,SCORPION CAB CO.,2617 S. WABASH AVE.,60616
+T6520,6520,S K OHAMS LLC,2532 W. WARREN BLVD.,60612
+T96,96,NECT 11 LLC,6500 N. WESTERN AVE.,60645
+T5834,5834,RIVERSIDE CAB CORP,9696 W. FOSTER AVE.,60656
+T4643,4643,WESTERN CAB CO,3351 W. ADDISON ST.,60618
+T441,441,PETANI CAB CORP,2945 W. PETERSON AVE.,60659
+T1157,1157,BLACK TAXI INC,2601 W. PETERSON AVE.,60659
+T6907,6907,CITY TAXI INC.,4536 N. ELSTON AVE.,60630
+T3061,3061,SUKHI ENTERPRISES INC.,3351 W. ADDISON ST.,60618
+T828,828,BARSHAY CAB CORP,9696 W. FOSTER AVE.,60656
+T6097,6097,KWASEPO EXPRESS INC,3351 W. ADDISON ST.,60618
+T3342,3342,SANTORINI SIX CAB CORP.,4536 N. ELSTON AVE.,60630
+T1132,1132,"AR & SONS, INC.",3351 W. ADDISON ST.,60618
+T5383,5383,MNMS & EB CORP,6550 N. CLARK ST.,60626
+T2032,2032,NECT 48 LLC,6500 N. WESTERN AVE.,60645
+T1144,1144,ALAN M PORETT,2757 N. PINE GROVE AVE.,60614
+T6212,6212,MUNICH TAXI LLC,4536 N. ELSTON AVE.,60630
+T5814,5814,PERSISTENCE TAXI LLC,4536 N. ELSTON AVE.,60630
+T3420,3420,COONS CAB CO,8001 S. DR MARTIN LUTHER KING JR DR.,60619
+T4965,4965,BENGAL CAB CORPORATION,4118 W. LAWRENCE AVE.,60630
+T4996,4996,AJKLSG & B.D. CORP. INC.,4626 W. CORNELIA AVE.,60641
+T6022,6022,ONE & ONLY TAXI SERVICE INC,3351 W. ADDISON ST.,60618
+T4093,4093,PADI INC,3351 W. ADDISON ST.,60618
+T1396,1396,ALHAMDULILLAH INC.,3351 W. ADDISON ST.,60618
+T4003,4003,GURU 1313 INC,2532 W. WARREN BLVD.,60612
+T2894,2894,IMC CAB CORP,3351 W. ADDISON ST.,60618
+T810,810,CREATION CAB INC,4626 W. CORNELIA AVE.,60641
+T2139,2139,CHICAB ONE INC,4020 W. GLENLAKE AVE.,60646
+T784,784,GREEN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T6181,6181,6181 INC,3351 W. ADDISON ST.,60618
+T520,520,PETE TAXI COMPANY,3351 W. ADDISON ST.,60618
+T2189,2189,ROADWAY INC,4118 W. LAWRENCE AVE.,60630
+T1405,1405,ANAM ENTERPRISES INC,9696 W. FOSTER AVE.,60656
+T313,313,IL 10 CORP,3801 N. ELSTON AVE.,60618
+T1957,1957,TAXALE TAXI INC,2617 S. WABASH AVE.,60616
+T5619,5619,MYSTIC ROOTS INC.,1060 E. 41ST ST.,60653
+T3967,3967,CANICE INC,3351 W. ADDISON ST.,60618
+T2790,2790,RANGI CAB CO,3351 W. ADDISON ST.,60618
+T360,360,IL 11 CORP,220 N. LAFLIN ST.,60607
+T6185,6185,BIG APPLE CAB TWO CO,3351 W. ADDISON ST.,60618
+T6650,6650,RAPHEW AZEEZ,3516 W. 76TH ST.,60652
+T3769,3769,CHARAFI TRANS INC,4315 N. KEYSTONE AVE.,60641
+T3629,3629,MARO CAB CO,9696 W. FOSTER AVE.,60656
+T5754,5754,UBI ES MAI INC,9696 W. FOSTER AVE.,60656
+T4248,4248,IMC CAB CORP,3351 W. ADDISON ST.,60618
+T2418,2418,"TAXI MEDALLION GROUP, LLC - SERIES I",4175 N. ELSTON AVE.,60618
+T5436,5436,KENDOSKI GLOBAL LLC,820 W. BELLE PLAINE AVE.,60613
+T5674,5674,QT&Q INC 4118 W. LAWRENCE AVE.,60630,NULL
+T1731,1731,KPOOKEKE INC,3351 W. ADDISON ST.,606180
+T3843,3843,SKY TAXI INC,4626 W. CORNELIA AVE.,60641
+T5469,5469,JEJU CAB CO.,4020 W. GLENLAKE AVE.,60646
+T3963,3963,WANE TRANS INC,2601 W. PETERSON AVE.,60659
+T840,840,HUDSON CAB CORP.,4536 N. ELSTON AVE.,60630
+T3990,3990,AXUM CORP,4626 W. CORNELIA AVE.,60641
+T1536,1536,W TAXI INC.,3351 W. ADDISON ST.,60618
+T6810,6810,POKU TAXI CORP,6329 S. LOWE AVE.,60621
+T471,471,MUSA CAB LLC,9696 W. FOSTER AVE.,60656
+T3202,3202,TRAVELERS CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T6065,065,NOWBLIND CAB CORP,2617 S. WABASH AVE.,60616
+T4597,4597,R K TAXI CORP,9696 W. FOSTER AVE.,60656
+T3240,3240,"TEDROS FAMILY, INC.",2065 W. FARWELL AVE.,60645
+T5905,5905,OLYMPIA CAB CO,9696 W. FOSTER AVE.,60656
+T1327,1327,GOOD CAB CORP.,4536 N. ELSTON AVE.,60630
+T6794,6794,"CHICAGO POLO XVI, INC",2617 S. WABASH AVE.,60616
+T695,695,TALAL TRANS INC,5716 W. MONTROSE AVE.,60634
+T4168,4168,E & B EXPRESS CORP.,8001 S. DR MARTIN LUTHER KING JR DR.,60619
+T3400,3400,3400 CAB CORP.,2601 W. PETERSON AVE.,60659
+T2884,2884,SKY TAXI INC,4626 W. CORNELIA AVE.,60641
+T1775,1775,JULY CAB CORP.,2617 S. WABASH AVE.,60616
+T6006,6006,6006 TAXI INC,6558 N. WASHTENAW AVE.,60645
+T3466,3466,KARACHI COLOR CORP,2601 W. PETERSON AVE.,60659
+T3981,3981,BOULEVARD CORP,3801 N. ELSTON AVE.,60618
+T2285,2285,S & A TRANSPORTATION,4118 W. LAWRENCE AVE.,60630
+T417,417,PORTO ALEGRE TAXI CO,1709 N. NORMANDY AVE.,60707
+T2315,2315,MADJID R. GARIBI,8619 W. SUMMERDALE AVE.,60656
+T978,978,CASABLANCA CORPORATION,3351 W. ADDISON ST.,60618
+T1210,1210,AL RABEA CORP,3351 W. ADDISON ST.,60618
+T724,724,DANIELLA CAB CORP.,2617 S. WABASH AVE.,60616
+T5281,5281,BAHAYLAY INC,6101 N. PAULINA ST.,60660
+T6214,6214,"CHICAGO POLO XVII, INC",2617 S. WABASH AVE.,60616
+T1545,1545,MARCO CAB CO,2028 W. CONCORD PL.,60647
+T3529,3529,SABCA CAB CORP.,2532 W. WARREN BLVD.,60612
+T4671,4671,I & F CAB CO.,4020 W. GLENLAKE AVE.,60646
+T4563,4563,MALWA EXPRESS INC,4118 W. LAWRENCE AVE.,60630
+T6302,6302,PETERSON CAB CO INC,3351 W. ADDISON ST.,60618
+T1331,1331,NEW AMSTERDAM LEASING CORP.,3351 W. ADDISON ST.,60618
+T6744,6744,EATD CORP.,5416 N. BROADWAY,60640
+T927,927,MEDALLION FUNDING CHICAGO CORP IV,4536 N. ELSTON AVE.,60630
+T3660,3660,SURINA CAB CO,9696 W. FOSTER AVE.,60656
+T2125,2125,"GHANATTA ENTERPRISE COMPANY, INC.",2601 W. PETERSON AVE.,60659
+T726,726,SKYWARD CAB INC.,3351 W. ADDISON ST.,60618
+T3628,3628,METRO GLOBAL INC,2945 W. PETERSON AVE.,60659
+T5908,5908,NAYAAB I CORP,9696 W. FOSTER AVE.,60656
+T6291,6291,SCORPION CAB CO.,2617 S. WABASH AVE.,60616
+T3490,3490,SEVEN STAR RIDER CORPORATION,9696 W. FOSTER AVE.,60656
+T3776,3776,ALEEM TRANS INC,2601 W. PETERSON AVE.,60659
+T6490,6490,ARMITAGE TAXI LLC,4536 N. ELSTON AVE.,60630
+T5276,5276,IMC CAB CORP,3351 W. ADDISON ST.,60618
+T6647,6647,R & J CAB CO,9696 W. FOSTER AVE.,60656
+T763,763,SKYVIEW CAB CORP.,3351 W. ADDISON ST.,60618
+T4751,4751,CHICAGO MEDALLION TEN LLC,9696 W. FOSTER AVE.,60656
+T4820,4820,TAXI MEDALLION GROUP LLC SERIES 28,3351 W. ADDISON ST.,60618
+T2411,2411,BAZZI CAB COMPANY,2601 W. PETERSON AVE.,60659
+T6535,6535,SARIMAAYAN CORP,2532 W. WARREN BLVD.,60612
+T5417,5417,KAPO TAXI CORP,2601 W. PETERSON AVE.,60659
+T2733,2733,BENNY D. JONA,1751 W. HOWARD ST.,60626
+T5662,5662,RAHWA & BROS. CAB CO,2601 W. PETERSON AVE.,60659
+T1439,1439,J.M. CAB CO.,3351 W. ADDISON ST.,60618
+T4601,4601,MOISTURE II HACKING CORP.,2617 S. WABASH AVE.,60616
+T4154,4154,ILYAS & SONS,4118 W. LAWRENCE AVE.,60630
+T4843,4843,WESTERN CAB CO,3351 W. ADDISON ST.,60618
+T4361,4361,MITTY TWO INC.,6550 N. CLARK ST.,60626
+T5137,5137,ANTECARF INC,4020 W. GLENLAKE AVE.,60646
+T4808,4808,BHA TAXI CORP,4118 W. LAWRENCE AVE.,60630
+T2570,2570,DABAT CAB CO,6550 N. CLARK ST.,60626
+T3949,3949,AL-MEDINA ENTERPRISES INC.,3351 W. ADDISON,60618
+T2113,2113,BROWN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T464,464,MALTA CAB CORP,2945 W. PETERSON AVE.,60659
+T5540,5540,BH & BH CORP.,2453 W. PRATT BLVD.,60645
+T3099,3099,BIG CITY TAXI CORP.,4536 N. ELSTON AVE.,60630
+T5398,5398,MEGASIS UNIVERSAL COMPANY INC,2601 W. PETERSON AVE.,60659
+T3578,3578,TURKMEN TRANS INC.,4118 W. LAWRENCE AVE.,60630
+T1956,1956,BOULEVARD 2 CORP,3801 N. ELSTON AVE.,60618
+T5966,5966,RIDEWAY CAB CO,4020 W. GLENLAKE AVE.,60646
+T4762,4762,IYASSU INC,6550 N. CLARK ST.,60626
+T6244,6244,ABRAHAM CORP,6550 N. CLARK ST.,60626
+T5173,5173,BENNANI TRANS INC,2601 W. PETERSON AVE.,60659
+T5988,5988,CHATHA ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T4865,4865,IGBINOGHODUA J EDOMWONYI,6550 N. CLARK ST.,60626
+T481,481,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T2999,2999,AMRO H INC,9696 W. FOSTER AVE.,60656
+T4995,4995,SLSJETS II CAB CORP.,2617 S. WABASH AVE.,60616
+T1925,1925,ACCORD CAB COMPANY LLC,810 W. GRACE ST.,60613
+T235,235,BABY CAB CORP.,2617 S. WABASH AVE.,60616
+T734,734,TAGRO EXPRESS INC,7246 N. CALIFORNIA AVE.,60645
+T4855,4855,HAMIT ZANI CORP,2601 W. PETERSON AVE.,60659
+T6950,6950,"CHIDUBEM, INC.",3351 W. ADDISON ST.,60618
+T2605,2605,ABEBE CORP,2601 W. PETERSON AVE.,60659
+T3668,3668,SHARFI CORP.,3351 W. ADDISON ST.,60618
+T3936,3936,SAHOTA CAB CO,4020 W. GLENLAKE AVE.,60646
+T6200,6200,CHOICE ENTERPRISE INC.,6550 N. CLARK AVE.,60626
+T3026,3026,"SALLBEG, INC.",2601 W. PETERSON AVE.,60659
+T2562,2562,MICHIGAN AVE CAB LLC,4536 N. ELSTON AVE.,60630
+T1715,1715,ETHIO TAXI INC,6550 N. CLARK ST.,60626
+T1314,1314,AL-MEDINA ENTERPRISES INC.,3351 W. ADDISON,60618
+T243,243,TAXI OUT CAB CO,3351 W. ADDISON ST.,60618
+T2927,2927,GO CAB INC.,4020 W. GLENLAKE AVE.,60646
+T2267,2267,BELLE PLAINE CAB CO,2601 W. PETERSON AVE.,60659
+T3417,3417,OCTAVIA CAB CORP,3351 W. ADDISON ST.,60618
+T6346,6346,TALOS CHICAGO INC.,3351 W. ADDISON ST.,60618
+T6081,6081,IDEAL CAB COMPANY,4020 W. GLENLAKE AVE.,60646
+T2846,2846,"BAHMAN CAB CO., INC.",3351 W. ADDISON ST.,60618
+T6533,6533,ADEM DULIMAN,2211 W. TOUHY AVE.,60645
+T570,570,ZAKARNEH CAB CORP,4118 W. LAWRENCE AVE.,60630
+T3478,3478,AGAPH CAB CORP,2945 W. PETERSON AVE.,60659
+T5508,5508,"HEART 7, INC",9696 W. FOSTER AVE.,60656
+T5714,5714,GREENVALE TAXI LLC,4536 N. ELSTON AVE.,60630
+T3677,3677,BO & PV CORP,4020 W. GLENLAKE AVE.,60646
+T6912,6912,A M EXPRESS CAB CO.,3351 W. ADDISON ST.,60618
+T6730,6730,ANTIPAROS CAB CORP,2945 W. PETERSON AVE.,60659
+T1566,1566,RAINSTORM II HACKING CORP.,2617 S. WABASH AVE.,60616
+T6243,6243,MEREBU INC,6550 N. CLARK ST.,60626
+T2259,2259,"SHAPIRTA 1, CORP.",2601 W. PETERSON AVE.,60659
+T606,66,SSJETS III CAB CORP.,2617 S. WABASH AVE.,60616
+T1701,1701,REHOBOTH INC.,5841 N. WINTHROP AVE.,60660
+T1211,1211,YC20 LLC,3351 W. ADDISON ST.,60618
+T3485,3485,SHAGAMITE INC,10357 S. HALE AVE.,60643
+T2685,2685,Z & M RIDE INC,9696 W. FOSTER AVE.,60656
+T2387,2387,STEFANIE AND AUDREY CAB CORP.,9696 W. FOSTER AVE.,60656
+T357,357,MCCAB XIV CORP.,4626 W. CORNELIA AVE.,60641
+T6523,6523,BAHABLA CORP,6550 N. CLARK ST.,60626
+T6313,6313,ADRIAN INC.,6500 N. WESTERN AVE.,60645
+T1,1,YC1 LLC,3351 W. ADDISON ST.,60618
+T167,167,MCCAB VI CORP.,4626 W. CORNELIA AVE.,60641
+T4638,4638,"RONEK, INC.",2601 W. PETERSON AVE.,60659
+T2888,2888,"LINCOLNSHIRE SERVICE II, CORP.",3801 N. ELSTON AVE.,60618
+T85,85,ADINA TAXI INC.,4020 W. GLENLAKE AVE.,60646
+T3862,3862,IL 4 CORP.,3801 N. ELSTON AVE.,60618
+T5096,5096,FOUR M EXPRESS INC,9696 W. FOSTER AVE.,60656
+T2194,2194,ANY CAB TWO CORP.,4536 N. ELSTON AVE.,60630
+T6126,6126,AMEL CHICAGO INC,3351 W. ADDISON ST.,60618
+T1817,1817,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T2216,2216,VISTA CAB CO,2601 W. PETERSON AVE.,60659
+T181,181,MAVANI'S CAB CORP.,2601 W. PETERSON AVE.,60659
+T4246,4246,SLSJETS I CAB CORP.,2617 S. WABASH AVE.,60616
+T1614,1614,OIA CAB CORP.,4536 N. ELSTON AVE.,60630
+T1726,1726,ALBERT B ABRAHIM,9696 W. FOSTER AVE.,60656
+T2646,2646,LUCKY 7 CAB COMPANY,1834 N. DAMEN AVE.,60647
+T225,225,MIR EXPRESS INC,3351 W. ADDISON ST.,60618
+T5257,5257,BLUE NILES CAB CO,4626 W. CORNELIA AVE.,60641
+T6398,6398,YAAH CAB CO,3351 W. ADDISON ST.,60618
+T1151,1151,METRO GLOBAL INC,2945 W. PETERSON AVE.,60659
+T3547,3547,RED SEA CAB CO.,4626 W. CORNELIA AVE.,60641
+T2524,2524,P T K CAB CO,9696 W. FOSTER AVE.,60656
+T2696,2696,J & I CAB CORP,2617 S. WABASH AVE.,60616
+T5601,5601,PIONEER TRANS INC,4118 W. LAWRENCE AVE.,60630
+T3443,3443,J J CHICAGO INC,4626 W. CORNELIA AVE.,60641
+T4533,4533,HELEN CAB CO.,6550 N. CLARK ST.,60626
+T910,910,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T5164,5164,ANTIPAROS CAB CORP,2945 W. PETERSON AVE.,60659
+T5079,5079,"JBL EXPRESS II, INC.",4626 W. CORNELIA AVE.,60641
+T2390,2390,JUHI INC,9696 W. FOSTER AVE.,60656
+T4193,4193,"G. T. HASNEM, INC.",3351 W. ADDISON ST.,60618
+T2461,2461,A & M ENT INC,9696 W. FOSTER AVE.,60656
+T4957,4957,TANTA CAB CO,3351 W. ADDISON ST.,60618
+T470,470,MCCAB VIII CORP.,4626 W. CORNELIA AVE.,60641
+T4394,4394,KELLY CAB CO,3351 W. ADDISON ST.,60618
+T3754,3754,HAFIZ BILAL EXPRESS INC.,3351 W. ADDISON ST.,60618
+T185,185,KING EDWARD CAB CORP.,2617 S. WABASH AVE.,60616
+T1279,1279,NECT 11 LLC,6500 N. WESTERN AVE.,60645
+T1521,1521,SOLI CORP,6550 N. CLARK ST.,60626
+T1193,1193,ROOZBEH S. ZONOOZ,9696 W. FOSTER AVE.,60656
+T5959,5959,MYKONOS CAB CORP.,2945 W. PETERSON AVE.,60659
+T2698,2698,TAXI MEDALLION GROUP LLC SERIES III,4175 N. ELSTON AVE.,60618
+T2954,2954,"CUUBAY, INC",4118 W. LAWRENCE AVE.,60630
+T5181,5181,MCCAB X CORP.,4626 W. CORNELIA AVE.,60641
+T6002,6002,BRANDON INC.,4118 W. LAWRENCE AVE.,60630
+T5937,5937,J J AND J INC,2601 W. PETERSON AVE.,60659
+T2955,2955,A V CAB CORP,9696 W. FOSTER AVE.,60656
+T601,601,SLSJETS III CAB CORP.,2617 S. WABASH AVE.,60616
+T4113,4113,CHITOWN CAB INC #1,4020 W. GLENLAKE AVE.,60646
+T4376,4376,CHICAGO MEDALLION EIGHT LLC.,2738 W. FULTON ST.,60612
+T5249,5249,SAM CORP. II,4626 W. CORNELIA AVE.,606600
+T6676,6676,ALMAHDI INC,6133 N. FRANCISCO AVE.,60659
+T3875,3875,"ELEVEN STAR, INC",2601 W. PETERSON AVE.,60659
+T4046,4046,CHICAGO-WIDE CORPORATION,2601 W. PETERSON AVE.,60659
+T303,303,MALTA CAB CORP,2945 W. PETERSON AVE.,60659
+T4527,4527,FAITH TRANSPORTATION INC,3351 W. ADDISON ST.,60618
+T3300,3300,ROOTS SLICK INC.,4626 W. CORNELIA AVE.,60641
+T6468,6468,"A. BARAVATI INTERNATIONAL, INC.",2532 W. WARREN BLVD.,60612
+T2629,2629,MCCAB IV CORP.,4626 W. CORNELIA AVE.,606410
+T600,600,SLSJETS III CAB CORP.,2617 S. WABASH AVE.,60616
+T6952,6952,AKYOU CORPORATION,9696 W. FOSTER AVE.,60656
+T5863,5863,LUCKY SEVEN CHICAGO THREE INC.,2617 S. WABASH AVE.,60616
+T4602,4602,CHICAGO MEDALLION FOUR LLC.,9696 W. FOSTER AVE.,60656
+T4001,4001,VIOLET ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T2719,2719,EUN CAB COMPANY,4626 W. CORNELIA AVE.,60641
+T3648,3648,KOBE'S CAB INC.,810 W. GRACE ST.,60613
+T1019,1019,REX 2 INC.,6500 W. WESTERN AVE.,60645
+T6147,6147,LONDON TAXI INC,3351 W. ADDISON ST.,60618
+T6829,6829,ALFA TAXI LLC,4536 N. ELSTON AVE.,60630
+T2126,2126,MACAVEL TRANS INC,3351 W. ADDISON ST.,60618
+T831,831,ONAAB INC,3351 W. ADDISON ST.,60618
+T290,290,ANALLAH CAB CO.,9696 W. FOSTER AVE.,60656
+T1252,1252,YC21 LLC,3351 W. ADDISON ST.,60618
+T3938,3938,VIOLET ZONE CAB CO.,2617 S. WABASH AVE.,60616
+T1682,1682,CASA BLANCA EXPRESS INC,4118 W. LAWRENCE AVE.,60630
+T2757,2757,SETARE INC.,2945 W. PETERSON AVE.,60659
+T3905,3905,"KWAME, INCORPORATED",3351 W. ADDISON ST.,60618
+T632,632,MARS ENTERPRISE INC. II,2532 W. WARREN BLVD.,60612
+T6511,6511,KEY PROJECT INC.,3351 W. ADDISON ST.,60618
+T5507,5507,BISMILLAH I INC,4118 W. LAWRENCE AVE.,60630
+T2784,2784,DARLING CAB CO,4626 W. CORNELIA AVE.,60641
+T5266,5266,A&P TRANSPORTATION INC.,2800 W. PETERSON AVE.,60659
+T3347,3347,GREEN EYES CAB CORP.,2617 S. WABASH AVE.,60616
+T5070,5070,CHATHA ENTERPRISES INC,4626 W. CORNELIA AVE.,60641
+T6526,6526,BHATTI TAXI INC,4626 W. CORNELIA AVE.,60641
+T1224,1224,ARES CAB CORP.,2945 W. PETERSON AVE.,60659
+T4314,4314,SANGHA 1 CORPORATION,4020 W. GLENLAKE AVE.,60646
+T4882,4882,"LUCKY SEVEN CHICAGO ONE, INC.",2617 S. WABASH AVE.,60616
+T4270,4270,CHICAGO MEDALLION TWO LLC.,9696 W. FOSTER AVE.,60656
+T1621,1621,AQUARIUS CAB INC.,6500 N. WESTERN AVE.,60645
+T2006,2006,CHARLES TAXI LLC,4536 N. ELSTON AVE.,60630
+T102,102,CHITOWN CAB INC. #IV,4020 W. GLENLAKE AVE.,60646
+T5996,5996,U CAB INC,3351 W. ADDISON ST.,60618
+T411,411,JMIKEMATT CORP,4626 W. CORNELIA AVE.,60641
+T2466,2466,ARES CAB CORP.,2945 W. PETERSON AVE.,60659
+T6337,6337,NEXT GEN TAXI II INC,4626 W. CORNELIA AVE.,60641
+T4857,4857,"DURODOLUBOI, INC",3351 W. ADDISON ST.,60618
+T948,948,MESFIN INC,850 W. EASTWOOD AVE.,60640
+T1357,1357,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T4784,4784,PURNI INC.,3351 W. ADDISON ST.,60618
+T964,964,NECT 38 LLC,6500 N. WESTERN AVE.,60645
+T5151,5151,BATUNDE INC,4626 W. CORNELIA AVE.,60641
+T3371,3371,MO-MONEY CAB CO,3351 W. ADDISON ST.,60618
+T6514,6514,CARZAAR CO.,9696 W. FOSTER AVE.,60656
+T5995,5995,THAM CAB CORP,5535 N. SAWYER AVE.,60625
+T1577,1577,"SIPWALA TRANS, INC.",9696 W. FOSTER AVE.,60656
+T6198,6198,DAHLAK CORP,5416 N. BROADWAY ST.,60640
+T3741,3741,"YS TAXI, CORPORATION",4626 W. CORNELIA AVE.,60641
+T521,521,CHICAGO WINDY CITY INC,9696 W. FOSTER AVE.,60656
+T5490,5490,STREETS OF CHICAGO TAXI CO,4626 W. CORNELIA AVE.,60641
+T6120,6120,FILE ZANI CORP.,2601 W. PETERSON AVE.,60659
+T4606,406,SNTORINI CAB CORP.,4536 N. ELSTON AVE.,60630
+T3433,3433,FISHER CAB CO,3351 W. ADDISON ST.,60618
+T3009,3009,NUT TREE CAB CO,3351 W. ADDISON ST.,60618
+T5497,5497,KOUROU CAB CORP,4626 W. CORNELIA AVE.,60641
+T2351,2351,FRIENDLY SERVICE CORP,3351 W. ADDISON ST.,60618
+T4667,4667,BOMBAY TAXI SERVICE,9696 W. FOSTER AVE.,60618
+T4397,4397,SIMNY CAB INC,2532 W. WARREN BLVD.,60612
+T2089,2089,HANZILA KHAN INC.,2501 W. TOUHY AVE.,60645
+T5061,5061,AG 1 CORPORATION,6550 N. CLARK ST.,60626
+T1140,1140,NECT 20 LLC,6500 N. WESTERN AVE.,60645
+T6753,6753,TAXI MEDALLION GROUP LLC-SERIES 37,4175 N. ELSTON AVE.,60618
+T4622,4622,"ACCELERATED TRANSPORTATION, CORP.",6550 N. CLARK ST.,60626
+T3909,3909,"CHICAGO CITY TAXI, INC.",4438 W. 79TH PL.,60652
+T1223,1223,NEXT GEN TAXI II INC,4626 W. CORNELIA AVE.,60641
+T4503,4503,ROAD RUNNER CAB CORP,3351 W. ADDISON ST.,60618
+T4543,4543,KING CHICAGO INC,3351 W. ADDISON ST.,60618
+T3871,3871,TAXI MEDALLION GROUP LLC SERIES XIV,4175 N. ELSTON AVE.,60618
+T4199,4199,ANTONIO L. GARCIA,2945 W. PETERSON AVE.,60659
+T4449,4449,BASHIRU HABIB,7839 S. MICHIGAN AVE.,60619
+T1125,1125,SAIL TAXI INC,4536 N. ELSTON AVE.,60630
+T2094,2094,NECT 21 LLC,6500 N. WESTERN AVE.,60645
+T981,981,MAMA FOUR CAB CORP.,2617 S. WABASH AVE.,60616
+T5384,5384,SMARTER CAB CO.,3351 W. ADDISON ST.,60618
+T349,349,STARLIGHT TAXI CORP,8150 S. OGLESBY AVE.,60617
+T2286,2286,SOPHIA CORP,4626 W. CORNELIA AVE.,60641
+T1195,1195,JERRY & SEBLE CAB COMPANY,6550 N. CLARK ST.,60626
+T2940,2940,HARVIN CAB CO,4020 W. GLENLAKE AVE.,60646
+T4271,4271,BOULEVARD 1 CORP,3801 N. ELSTON AVE.,60618
+T4853,4853,FAIR HEAVENS TAXI INC.,2800 W. PETERSON AVE.,60659
+T2029,2029,"JIANYU TRANS, INC.",3227 S. CANAL ST.,60616
+T5797,5797,H W FABER INC,5200 N. OTTO AVE.,60656
+T2664,2664,"GREENLINE TAXICAB, INC.",9696 W. FOSTER AVE.,60656
+T654,654,BLISS TAXI INC.,9696 W. FOSTER AVE.,60656
+T2319,2319,KNOWZ CAB CO,4118 W. LAWRENCE AVE.,60630
+T6955,6955,MIRZASULEMAN CORP,9696 W. FOSTER AVE.,60656
+T6025,6025,SPENCER CAB CO,8001 S. DR MARTIN LUTHER KING JR DR.,60619
+T5516,5516,CHITOWN CAB INC #1,4020 W. GLENLAKE AVE.,60646
+T5602,5602,"5A TRANSIT, INC",9696 W. FOSTER AVE.,60656
+T764,764,JZG TRANSIT CO.,2617 S. WABASH AVE.,60616
+T1274,1274,YC22 LLC,3351 W. ADDISON ST.,60618
+T1466,1466,MILOS CAB CORP,2945 W. PETERSON AVE.,60659
+T2172,2172,"BEST TAXI IN TOWN CORP,",3351 W. ADDISON ST.,60618
+T785,785,AHMED CAB COMPANY,3351 W. ADDISON ST.,60618
+T3472,3472,BIG M CAB CO,4020 W. GLENLAKE AVE.,60646
+T3734,3734,LAKAB INC.,3351 W. ADDISON ST.,60618
+T2313,2313,SHAHI INC,9696 W. FOSTER AVE.,60656
+T4540,4540,ELSTON FOUR LLC,3351 W. ADDISON ST.,60618
+T716,716,AB TAXI COMPANY,3351 W. ADDISON ST.,60618
+T251,251,M'ZAIR CAB INC,4626 W. CORNELIA AVE.,60641
+T3016,3016,DRAKE GLOBAL ENTERPRISES INC.,2945 W. PETERSON AVE.,60659
+T3772,3772,AT HANIBBOC INC.,5765 N. LINCOLN AVE.,60659
+T2312,2312,SAMUEL WUBET TAMENE,2243 W. FARWELL AVE.,60645
+T3672,3672,SAHIWAL CAB CORP,3351 W. ADDISON ST.,60618
+T3804,3804,NECT 27 LLC,6500 N. WESTERN AVE.,60645
+T1883,1883,ZILMETTA CAB INCORPORATED,2800 W. PETERSON AVE.,60659
+T1330,1330,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T6195,6195,AQRAMAR TAXI INC.,4301 W. MONTROSE AVE.,60641
+T4033,4033,ANY CAB CORP.,4536 N. ELSTON AVE.,60630
+T3696,3696,FELIX MANZANAREZ,2945 W. PETERSON AVE.,60659
+T6883,6883,MOMO LLC,4536 N. ELSTON AVE.,60630
+T3784,3784,CHICAGO MEDALLION ONE LLC.,9696 W. FOSTER AVE.,60656
+T5277,5277,SNOWBLIND CAB CORP,2617 S. WABASH AVE.,60616
+T5732,5732,COONS CAB CO,8001 S. DR MARTIN LUTHER KING JR DR.,60619
+T912,912,CHICAGO SEVEN INC,2617 S. WABASH AVE.,60616
+T3583,3583,"KAUSAR, INC.",4626 W. CORNELIA AVE.,60641
+T6215,6215,CHICAGO TAXI INC,6500 N. WESTERN AVE.,60645
+T5581,5581,AMRIT CAB CO.,4118 W. LAWRENCE AVE.,60630
+T1281,1281,NECT 26 LLC,6500 N. WESTERN AVE.,60645
+T5778,5778,SALSABIL INC.,4626 W. CORNELIA AVE.,60641
+T1421,1421,EC CHICAGO TAXI LLC,4536 N. ELSTON AVE.,60630
+T4453,4453,IMAGIN CAB CORP,3351 W. ADDISON ST.,60618
+T121,121,TRIBECA CAB CORP,4536 N. ELSTON AVE.,60630
+T3465,3465,AMIR EXPRESS INC,3351 W. ADDISON ST.,60618
+T1962,1962,KARY CAB COMPANY,4707 N. KENTON AVE.,60630
+T1031,1031,NECT 42 LLC,6500 N. WESTERN AVE.,60645
\ No newline at end of file
diff --git a/data/taxi_veh.csv b/data/taxi_veh.csv
new file mode 100644
index 0000000..3b10341
--- /dev/null
+++ b/data/taxi_veh.csv
@@ -0,0 +1,3520 @@
+vid,make,model,year,fuel_type,owner
+2767,TOYOTA,CAMRY,2013,HYBRID,SEYED M. BADRI
+1411,TOYOTA,RAV4,2017,HYBRID,DESZY CORP.
+6500,NISSAN,SENTRA,2019,GASOLINE,AGAPH CAB CORP
+2746,TOYOTA,CAMRY,2013,HYBRID,"MIDWEST CAB CO, INC"
+5922,TOYOTA,CAMRY,2013,HYBRID,SUMETTI CAB CO
+6537,FORD,ESCAPE,2012,HYBRID,BLUE EYES CAB CORP.
+1461,TOYOTA,PRIUS,2013,HYBRID,SKAMPA INC.
+3524,TOYOTA,CAMRY,2013,HYBRID,EAJJU INC.
+5916,TOYOTA,CAMRY,2014,HYBRID,3860 TAXI CORP
+5904,TOYOTA,CAMRY,2015,HYBRID,SARDAR BAIG ENTERPRISES INC
+1513,TOYOTA,CAMRY,2013,HYBRID,RIDGEVIEW CAB CORP.
+2238,TOYOTA,RAV4,2015,GASOLINE,LEROY RAMSAY
+5151,TOYOTA,CAMRY,2011,HYBRID,BATUNDE INC
+1154,TOYOTA,CAMRY,2019,HYBRID,MM & SS TAXI INC
+5338,TOYOTA,CAMRY,2013,HYBRID,SAHARAN CAB INC
+4154,TOYOTA,PRIUS,2011,HYBRID,ILYAS & SONS
+652,TOYOTA,CAMRY,2015,HYBRID,Z & Z CAB INC
+1363,TOYOTA,SIENNA,2019,GASOLINE,1363 CAB INC
+3602,TOYOTA,CAMRY,2014,HYBRID,TRANZIT INC.
+1778,TOYOTA,CAMRY,2014,HYBRID,A RATTANI INC
+6205,FORD,ESCAPE,2011,HYBRID,CHOICE ENTERPRISE INC.
+4746,TOYOTA,CAMRY,2017,HYBRID,M & W TAXI INC.
+1640,FORD,ESCAPE,2012,HYBRID,AMPLE SUN CAB CORP.
+3230,TOYOTA,PRIUS,2012,HYBRID,FULL MOON CAB COMPANY
+80,TOYOTA,CAMRY,2016,HYBRID,MCCAB XII CORP.
+5347,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO VIII, INC."
+6658,NISSAN,ALTIMA,2017,GASOLINE,SOURCE CAB CO.
+6955,DODGE     GRAND,CARAVAN,2013  ,COMPRESSED,MIRZASULEMAN CORP
+2182,TOYOTA,CAMRY,2013,HYBRID,SAMGATE ACKERPATT
+5359,TOYOTA,CAMRY,2013,HYBRID,ASSYRIAN TRANS INC
+2408,TOYOTA,CAMRY,2014,HYBRID,STATE TAXI INC
+6190,TOYOTA,CAMRY,2015,HYBRID,CHOICE ENTERPRISE INC.
+4801,TOYOTA,SIENNA,2018,GASOLINE,TEEMU CORPORATION
+1447,FORD,ESCAPE,2012,HYBRID,SNOWSTORM II HACKING CORP.
+5187,TOYOTA,CAMRY,2014,HYBRID,JOHAL CAB CO
+6332,FORD,ESCAPE,2011,HYBRID,"CHICAGO CAB, INC. #1"
+185,TOYOTA,PRIUS,2014,HYBRID,KING EDWARD CAB CORP.
+4977,TOYOTA,CAMRY,2014,HYBRID,GHAFFAR CAB CO
+4360,TOYOTA,CAMRY,2013,HYBRID,WAHIDA CORP.
+4699,FORD,ESCAPE,2012,HYBRID,BAROMETER II HACKING CORP.
+5260,TOYOTA,CAMRY,2013,HYBRID,WHITE ROSE CHICAGO CORP
+6850,TOYOTA,SIENNA,2019,GASOLINE,A.A.T.Z. CORPORATION
+1695,TOYOTA,CAMRY,2011,HYBRID,LAIGHT TAXI CORP.
+6954,TOYOTA,COROLLA,2017,GASOLINE,CSKA INC
+6256,TOYOTA,CAMRY,2018,HYBRID,ABU-ASSAF CORP
+3806,TOYOTA,SIENNA,2018,GASOLINE,"NOORAMZI, INC."
+2641,TOYOTA,CAMRY,2012,HYBRID,MCCAB  IV CORP.
+2823,TOYOTA,CAMRY,2020,HYBRID,LEE EXPRESS INC
+6919,TOYOTA,CAMRY,2015,HYBRID,BIBLIAN TAXI INC.
+2361,TOYOTA,CAMRY,2012,HYBRID,STATE TAXI INC
+3974,TOYOTA,CAMRY,2015,HYBRID,CHICAGO MEDALLION ONE LLC.
+5667,TOYOTA,CAMRY,2014,HYBRID,CAROLINA DELAVINA CORP.
+3384,TOYOTA,CAMRY,2020,HYBRID,AZEEM ROSIE INC
+904,TOYOTA,CAMRY,2014,HYBRID,MEDALLION FUNDING CHICAGO CORP II
+5241,TOYOTA,CAMRY,2013,HYBRID,AL-MEDINA CHICAGO INC
+6003,DODGE,CARAVAN,2017,GASOLINE,RIDGEVIEW CAB CORP.
+5469,TOYOTA,CAMRY,2013,HYBRID,JEJU CAB CO.
+4268,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIESXXVI
+4619,TOYOTA,CAMRY,2014,HYBRID,NNNM CAB CO
+5029,TOYOTA,SIENNA,2015,FLEX FUEL,OKUNDAYE & SONS CO
+2143,TOYOTA,CAMRY,2014,HYBRID,RAJI INC
+5125,TOYOTA,CAMRY,2015,HYBRID,ABRAR CORP.
+161,TOYOTA,SIENNA,2018,GASOLINE,MCCAB XIV CORP.
+6434,TOYOTA,CAMRY,2014,HYBRID,CHITOWN CAB INC # II
+5949,TOYOTA,PRIUS,2013,HYBRID,R & J CAB CO
+1338,FORD,ESCAPE,2012,HYBRID,KILLER DOG CAB CORP
+1855,DODGE,CARAVAN,2016,FLEX FUEL,FTELIA TAXI INC
+5188,TOYOTA,SIENNA,2019,GASOLINE,"JBL EXPRESS II, INC."
+2854,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XIV, INC."
+3920,TOYOTA,CAMRY,2011,HYBRID,G & A CAB CORP
+4102,FORD,FUSION,2018,HYBRID,ADAMS TAXI LLC
+3653,FORD,ESCAPE,2012,HYBRID,BLUE EYES CAB CORP.
+446,TOYOTA,COROLLA,2016,GASOLINE,AFSHAR TAXICAB CORP.
+470,TOYOTA,CAMRY,2015,HYBRID,MCCAB VIII CORP.
+3044,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XV, INC."
+1328,FORD,ESCAPE,2012,HYBRID,KILLER DOG CAB CORP
+146,TOYOTA,PRIUS,2013,HYBRID,SABINA CAB INC.
+861,TOYOTA,CAMRY,2014,HYBRID,NECT 34 LLC
+6589,TOYOTA,CAMRY,2018,HYBRID,TARAR MOTORS INC
+593,VPG,MV-1,2012,COMPRESSED,SLSJETS III CAB CORP.
+223,FORD,FUSION,2014,HYBRID,FLORINA INC.
+1345,TOYOTA,PRIUS,2014,HYBRID,CORPORAL CAB CO
+1810,TOYOTA,CAMRY,2017,HYBRID,RUBEN TRANS INC.
+2405,DODGE,CARAVAN,2016,GASOLINE,AVENUE TRANSPORTATION INC
+1428,TOYOTA,CAMRY,2017,HYBRID,TAXI 4 YOU INC
+5289,TOYOTA,CAMRY,2015,HYBRID,SUAD & DEAN INC
+1238,TOYOTA,CAMRY,2016,HYBRID,YC21 LLC
+1617,TOYOTA,PRIUS,2016,HYBRID,AMPLE SUN CAB CORP.
+1840,TOYOTA,RAV4,2013,GASOLINE,"J.R.J. EXPRESS, INC."
+3271,FORD,FUSION,2019,HYBRID,ARES TAXI INC
+1497,TOYOTA,CAMRY,2013,HYBRID,MIL'S ENTERPRIESES INC
+1581,TOYOTA,CAMRY,2015,HYBRID,ABDULLAH CAB CO
+6908,TOYOTA,PRIUS,2014,HYBRID,TEKESTE CORP.
+167,TOYOTA,CAMRY,2011,HYBRID,MCCAB VI CORP.
+2392,TOYOTA,CAMRY,2013,HYBRID,JUHI INC
+3229,TOYOTA,PRIUS,2012,HYBRID,3229 TAXI CORP.
+6475,TOYOTA,CAMRY,2016,HYBRID,VALASIA  CAB CO.
+1869,FORD,ESCAPE,2012,HYBRID,SLSJETS IV CAB CORP.
+1046,TOYOTA,SIENNA,2019,GASOLINE,NEWOSBAR INC
+5813,TOYOTA,PRIUS,2015,HYBRID,"I MEDALLION GROUP, LLC - SERIES I"
+6288,TOYOTA,PRIUS,2015,HYBRID,"TAXI MEDALLION GROUP, LLC - SERIES I"
+2715,TOYOTA,SIENNA,2019,GASOLINE,OTUMFOU CORP.
+6219,TOYOTA,PRIUS,2012,HYBRID,GREEN SAGITTARIUS INC
+5970,TOYOTA,PRIUS,2013,HYBRID,SST CAB CO
+5563,TOYOTA,CAMRY,2013,HYBRID,ANS TAXI INC
+4787,TOYOTA,PRIUS,2014,HYBRID,RENY CAB CO
+771,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XI, INC."
+3835,TOYOTA,CAMRY,2013,HYBRID,FIRST KARACHI INC
+3,TOYOTA,CAMRY,2019,HYBRID,YC1 LLC
+6506,FORD,ESCAPE,2012,HYBRID,EKB TAXI LLC
+6758,TOYOTA,CAMRY,2014,HYBRID,FAMINA INC.
+1365,TOYOTA,CAMRY,2013,HYBRID,BACHCHA CORP
+1068,TOYOTA,CAMRY,2014,HYBRID,ARM TAXI INC.
+1597,TOYOTA,PRIUS,2013,HYBRID,TURNER CAB CO
+1216,TOYOTA,CAMRY,2011,HYBRID,ES TAXI CORP.
+4009,TOYOTA,PRIUS,2013,HYBRID,GHEDAM TRANS INC
+101,TOYOTA,CAMRY,2016,HYBRID,J.B. 'S TAXI INC.
+468,TOYOTA,RAV4,2019,HYBRID,M ASANTE INC.
+3616,TOYOTA,CAMRY,2013,HYBRID,USMAN CAB CO
+2173,TOYOTA,PRIUS,2014,HYBRID,IMAGE EXPRESS INC
+5032,TOYOTA,CAMRY,2014,HYBRID,"FIROZ CAB CO, INC"
+2722,TOYOTA,SIENNA,2018,GASOLINE,ORIENT TAXI INC.
+1400,TOYOTA,CAMRY,2012,HYBRID,"SUFIAN, INC."
+3648,TOYOTA,SIENNA,2019,GASOLINE,KOBE'S CAB INC.
+1449,FORD,C-MAX,2013,HYBRID,OIA CAB CORP.
+2584,NISSAN        PA,THFINDER,2014,HYBRID,MELLOTONE CAB LTD
+3993,TOYOTA,CAMRY,2013,HYBRID,"KADSIA, INC."
+4904,TOYOTA,RAV4,2017,HYBRID,JOLY CAB CO
+357,TOYOTA,SIENNA,2018,GASOLINE,MCCAB XIV CORP.
+11,TOYOTA,SIENNA,2013,GASOLINE,ZUBI INC.
+3290,TOYOTA,CAMRY,2016,HYBRID,"UNIVERSAL TRANSIT, INC."
+5064,TOYOTA,PRIUS,2013,HYBRID,ALEX B CAB CORP
+2992,TOYOTA,CAMRY,2011,HYBRID,GATEWAY CAB CO
+4436,TOYOTA,PRIUS,2014,HYBRID,HUDSON CAB CORP.
+1515,TOYOTA,CAMRY,2015,HYBRID,FIRST CLASS TAXI CAB INC
+3588,TOYOTA,CAMRY,2014,HYBRID,"WAHID, CORP."
+1528,TOYOTA,PRIUS,2013,HYBRID,CH. TAXI I CORP.
+2462,TOYOTA,SIENNA,2020,GASOLINE,PARK WEST EXPRESS INC
+2732,FORD,ESCAPE,2012,HYBRID,BLUE EYES CAB CORP.
+2315,DODGE,CARAVAN,2010,FLEX FUEL,MADJID R. GARIBI
+4917,TOYOTA,SIENNA,2019,GASOLINE,"I TAXI, INC."
+1859,TOYOTA,SIENNA,2020,GASOLINE,HNA 4 CORP
+6741,TOYOTA,CAMRY,2014,HYBRID,"HARRIS 6741, INC."
+3023,TOYOTA,CAMRY,2014,HYBRID,PAK-AMERICAN EXPRESS INC
+4093,TOYOTA,PRIUS,2014,HYBRID,PADI INC
+4965,TOYOTA,CAMRY,2015,HYBRID,BENGAL CAB CORPORATION
+4834,FORD,ESCAPE,2012,HYBRID,UNAISHA INC.
+5974,TOYOTA,CAMRY,2014,HYBRID,PJ CAB CO
+32,NISSAN,ALTIMA,2011,HYBRID,H. H. JAFFRI INC.
+5079,TOYOTA,CAMRY,2012,HYBRID,"JBL EXPRESS II, INC."
+1761,TOYOTA,CAMRY,2014,GASOLINE,S. BAIG CORP.
+2723,TOYOTA,SIENNA,2018,GASOLINE,SIKA INC.
+2478,TOYOTA,PRIUS,2013,HYBRID,SMC CAB CORP.
+869,TOYOTA,CAMRY,2012,HYBRID,MEDALLION FUNDING CHICAGO CORP II
+5861,TOYOTA,PRIUS,2014,HYBRID,LUCKY SEVEN CHICAGO THREE INC.
+4046,TOYOTA,CAMRY,2014,HYBRID,CHICAGO-WIDE CORPORATION
+6735,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 35
+839,TOYOTA,CAMRY,2013,HYBRID,"TRANS EURO, INC."
+3059,TOYOTA,CAMRY,2014,HYBRID,PEACE INC.
+4663,TOYOTA,SIENNA,2015,GASOLINE,ADAM INC.
+4209,TOYOTA,PRIUS,2017,HYBRID,DANNY S JADOU
+2015,TOYOTA,CAMRY,2013,HYBRID,SUKH CORP.
+3523,NISSAN,ALTIMA,2011,HYBRID,DELTA TAXI CAB
+5328,TOYOTA,PRIUS,2015,HYBRID,NORTH KING CAB COMPANY
+15,FORD,ESCAPE,2012,HYBRID,KING 12 INC
+847,FORD,ESCAPE,2012,HYBRID,"SHAUN LOVES CHICAGO, INC."
+1606,FORD,ESCAPE,2012,GASOLINE,SCHATZI CAB CO
+1874,TOYOTA,CAMRY,2012,HYBRID,CHANDNI CAB COMPANY
+6751,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 37
+1933,TOYOTA,CAMRY,2015,HYBRID,MILOS CAB CORP
+4770,TOYOTA,RAV4,2018,GASOLINE,"RASBOL, INC."
+4124,FORD,ESCAPE,2012,HYBRID,"LUCKY SEVEN CHICAGO ONE, INC."
+5294,TOYOTA,CAMRY,2014,HYBRID,ARCTIC INC
+782,FORD,ESCAPE,2012,HYBRID,BLUE EYES CAB CORP.
+4666,TOYOTA,PRIUS,2014,HYBRID,MCCAB XVI CORP.
+5363,TOYOTA,CAMRY,2013,HYBRID,AMEEN CAB INC.
+5115,TOYOTA,PRIUS,2012,HYBRID,UNIQUE CAB CO
+2562,FORD,FUSION,2018,HYBRID,MICHIGAN AVE CAB LLC
+353,DODGE,CARAVAN,2016,FLEX FUEL,MCCAB XXIII CORP.
+4907,FORD,ESCAPE,2012,HYBRID,K L S TRANS INC
+1053,TOYOTA,CAMRY,2019,HYBRID,UMER MOTEN INC
+3707,TOYOTA,CAMRY,2014,HYBRID,AVEKO INC
+4913,TOYOTA,CAMRY,2019,HYBRID,MBD CAB CO
+4631,TOYOTA,CAMRY,2013,HYBRID,LEE CAB CO
+2199,TOYOTA,CAMRY,2015,HYBRID,AEE'S CORP
+1201,TOYOTA,CAMRY,2018,HYBRID,OMER EXPRESS INC.
+6940,TOYOTA,CAMRY,2014,HYBRID,SKI CORP
+6370,TOYOTA,CAMRY,2018,HYBRID,GELEB INC ILL
+1704,FORD,ESCAPE,2012,HYBRID,GEE GEE INC
+2835,TOYOTA,CAMRY,2013,HYBRID,FULL MOON CAB COMPANY
+1899,VPG,MV-1,2014,COMPRESSED,AQUA ZONE CAB CO.
+4826,TOYOTA,PRIUS,2016,HYBRID,"LUCKY SEVEN CHICAGO TWO, INC."
+4285,NISSAN,ALTIMA,2011,HYBRID,CYPRUS CAB CO
+2826,TOYOTA,CAMRY,2016,HYBRID,UNIK 1 CORP
+5478,TOYOTA,CAMRY,2013,HYBRID,EF ENTERPRISES INC.
+1877,TOYOTA,CAMRY,2012,HYBRID,STREETS OF CHICAGO TAXI CO
+4518,TOYOTA,CAMRY,2013,HYBRID,DEBESAI CORP.
+3888,TOYOTA,RAV4,2016,GASOLINE,A C C TAXI CO
+5219,TOYOTA,CAMRY,2011,HYBRID,ABUSHARIFEH CAB CO
+2626,TOYOTA,PRIUS,2015,HYBRID,SHAHI INC
+5394,TOYOTA,PRIUS,2011,HYBRID,A&P TRANSPORTATION INC.
+3695,TOYOTA,PRIUS,2015,HYBRID,W CITY CAB LLC
+2872,TOYOTA,CAMRY,2013,HYBRID,"CHICAGO MEDALLION NINE, LLC"
+1502,TOYOTA,CAMRY,2011,HYBRID,"EAGLE EXPRESS, INC."
+2999,TOYOTA,SIENNA,2015,GASOLINE,AMRO H INC
+3848,TOYOTA,CAMRY,2016,HYBRID,CHICAGO MEDALLION ONE LLC.
+2955,TOYOTA,CAMRY,2016,HYBRID,A V CAB CORP
+4676,TOYOTA,SIENNA,2019,GASOLINE,ARIO CAB INC.
+156,TOYOTA,PRIUS,2013,HYBRID,RAPHEW AZEEZ
+6881,NISSAN,ALTIMA,2011,HYBRID,MOMO LLC
+1767,TOYOTA,SIENNA,2020,GASOLINE,"MARGA ZORA, CORP."
+926,TOYOTA,PRIUS,2014,HYBRID,JOHNS CABS CORP.
+2689,VPG,MV-1,2014,GASOLINE,LUCKY 7 CAB COMPANY
+2264,TOYOTA,PRIUS,2013,HYBRID,MARU CORP
+137,TOYOTA,CAMRY,2011,HYBRID,MCCAB VI CORP.
+2614,TOYOTA,CAMRY,2014,HYBRID,ZULA EXPRESS INC.
+3796,TOYOTA,CAMRY,2013,HYBRID,ROYA CAB CO
+1329,TOYOTA,CAMRY,2013,HYBRID,IMRAN & ANWER CORPORATION
+654,TOYOTA,CAMRY,2015,HYBRID,BLISS TAXI INC.
+1303,FORD,FUSION,2017,HYBRID,BOLISH INC
+1141,FORD,FUSION,2017,GASOLINE,YC19 LLC
+3045,TOYOTA,CAMRY,2012,HYBRID,JAGANJAC TAXI CORP
+4356,TOYOTA,RAV4,2018,HYBRID,F-15 INC
+610,TOYOTA,CAMRY,2013,HYBRID,JUSTIN LEVY CAB CORP.
+1627,TOYOTA,CAMRY,2012,HYBRID,WHITE ROSE CHICAGO CORP
+3597,TOYOTA,SIENNA,2020,GASOLINE,MEHDIHADI INC.
+6911,TOYOTA,PRIUS,2013,HYBRID,SAHIB TAXI INC
+2438,TOYOTA,CAMRY,2016,HYBRID,RED ROSE CORP
+1789,TOYOTA,CAMRY,2014,HYBRID,SKOKIE CAB CO.
+3418,TOYOTA,SIENNA,2018,GASOLINE,JHAPS TAXI CORP
+5287,FORD,FUSION,2013,HYBRID,HUMZA CAB CO
+716,TOYOTA,CAMRY,2014,HYBRID,AB TAXI COMPANY
+27,TOYOTA,PRIUS,2014,HYBRID,ROADWAY CAB CO
+4425,TOYOTA,CAMRY,2015,HYBRID,CHICAGO MEDALLION THREE LLC.
+4572,TOYOTA,CAMRY,2015,HYBRID,ROOBLE CORP
+177,TOYOTA,PRIUS,2012,HYBRID,ANDREW AND AUDREY CAB CORP.
+1083,TOYOTA,RAV4,2018,GASOLINE,1083 NEW EXPRESS INC
+1670,TOYOTA,CAMRY,2015,HYBRID,AZITA CAB CORP
+2318,TOYOTA,CAMRY,2012,HYBRID,J J CHICAGO INC
+2800,HYUNDAI,ELANTRA,2018,GASOLINE,ALTHERAS CAB CORP
+2592,VPG,MV-1,2014,FLEX FUEL,WIL-MAR CAB CO
+2216,TOYOTA,CAMRY,2016,HYBRID,VISTA CAB CO
+2748,TOYOTA,PRIUS,2013,HYBRID,GRAND CAB COMPANY
+205,TOYOTA,CAMRY,2015,HYBRID,"RF 1, INC."
+1556,TOYOTA,PRIUS,2013,HYBRID,ROCKY MOUNTAIN CAB CO
+1658,FORD,ESCAPE,2012,HYBRID,SNOWFALL II HACKING CORP
+4800,TOYOTA,CAMRY,2013,HYBRID,SAMINA EXPRESS INC.
+2406,TOYOTA,PRIUS,2012,HYBRID,HASINA CORP
+1854,TOYOTA,CAMRY,2019,HYBRID,KRISHA EXPRESS INC.
+3450,MAZDA,CX5,2014,GASOLINE,"OJ 138, CORP."
+4000,TOYOTA,CAMRY,2012,HYBRID,SHAWN CAB CO
+6647,FORD,ESCAPE,2011,HYBRID,R & J CAB CO
+6449,TOYOTA,CAMRY,2017,GASOLINE,SHAKKY & KAFE INC
+2874,TOYOTA,CAMRY,2012,HYBRID,ROAD RUNNER TAXI INC
+4927,FORD,ESCAPE,2012,HYBRID,SLSJETS V CAB CORP.
+5959,TOYOTA,SIENNA,2018,GASOLINE,MYKONOS CAB CORP.
+4838,FORD,ESCAPE,2011,HYBRID,"FAISALABAD TRANS, INC."
+2029,TOYOTA,CAMRY,2013,HYBRID,"JIANYU TRANS, INC."
+3339,TOYOTA,CAMRY,2015,HYBRID,SETARE 2 INC
+3650,NISSAN,SENTRA,2019,GASOLINE,CITY TAXI INC.
+4033,NISSAN,SENTRA,2019,GASOLINE,ANY CAB CORP.
+2932,TOYOTA,PRIUS,2012,HYBRID,PEACH CAPITAL CORP
+3285,FORD,ESCAPE,2012,HYBRID,BROWN EYES CAB CORP.
+6857,TOYOTA,SIENNA,2019,GASOLINE,RUMAYSA CORP.
+4322,TOYOTA,CAMRY,2016,HYBRID,AMEER TAXI CORP
+609,TOYOTA,CAMRY,2014,HYBRID,NEW LIGHT CAB INC
+84,TOYOTA,CAMRY,2012,HYBRID,MCCAB XX CORP.
+6503,TOYOTA,CAMRY,2015,HYBRID,N AND S TAXI INC.
+3387,TOYOTA,CAMRY,2015,HYBRID,SABIR'S CORP
+1827,KIA,SOUL,2016,GASOLINE,PARK CITY CAB CO
+2983,TOYOTA,RAV4,2017,HYBRID,WINDY CITY TAXICAB INC
+2781,NISSAN,ALTIMA,2011,HYBRID,JNR III INC.
+5174,NISSAN,ALTIMA,2011,HYBRID,BIRCHWOOD TAXI LLC
+5118,TOYOTA,CAMRY,2014,HYBRID,REET CORPORATION
+5773,TOYOTA,PRIUS,2014,HYBRID,FOUR STAR TAXI CORP.
+4337,FORD,C-MAX,2013,HYBRID,GREENWICH CAB CORP.
+6665,TOYOTA,PRIUS,2014,HYBRID,SST CAB CO
+4377,TOYOTA,CAMRY,2014,HYBRID,CHICAGO-AMERICAN TAXICAB INC
+457,TOYOTA,CAMRY,2012,HYBRID,NABIL EXPRESS INC.
+1026,TOYOTA,CAMRY,2014,HYBRID,BRANDON INC.
+4740,TOYOTA,PRIUS,2017,HYBRID,KOKOB CAB CO.
+2153,TOYOTA,CAMRY,2013,HYBRID,CHICAGO MEDALLION ONE LLC.
+2363,TOYOTA,CAMRY,2015,HYBRID,SHANTI CORPORATION
+3936,TOYOTA,CAMRY,2012,HYBRID,SAHOTA CAB CO
+2206,DODGE,CARAVAN,2012,FLEX FUEL,PERSISTENCE TAXI LLC
+784,FORD,ESCAPE,2012,HYBRID,GREEN EYES CAB CORP.
+5366,TOYOTA,CAMRY,2014,HYBRID,SHAD EXPRESS INC.
+3882,TOYOTA,CAMRY,2014,HYBRID,LATAS CAB CO
+994,TOYOTA,PRIUS,2014,HYBRID,MAMA FOUR CAB CORP.
+6736,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC - SERIES 36
+4721,TOYOTA,PRIUS,2011,HYBRID,NOAH AND NETSNET CORP
+5383,TOYOTA,PRIUS,2012,HYBRID,MNMS & EB CORP
+5182,TOYOTA,RAV4,2015,GASOLINE,MEKONNEN CORP.
+1247,TOYOTA,CAMRY,2017,GASOLINE,MAKENA INC
+282,FORD,ESCAPE,2011,HYBRID,GUINEA CHICAGO INC
+3916,TOYOTA,CAMRY,2016,GASOLINE,ALADIN TAXICAB INC
+404,DODGE,CARAVAN,2016,FLEX FUEL,MEDALLION FUNDING CHICAGO CORP IV
+1939,TOYOTA,SIENNA,2019,GASOLINE,AHAD EXP INC.
+1521,TOYOTA,RAV4,2019,HYBRID,SOLI CORP
+152,FORD,ESCAPE,2012,HYBRID,"TYLER CRAZY ABOUT CHICAGO, INC."
+9,TOYOTA,CAMRY,2017,HYBRID,YC2 LLC
+5186,TOYOTA,RAV4,2019,HYBRID,ASK TEHRAN CAB CO.
+3866,DODGE,CARAVAN,2016,FLEX FUEL,ANDREW AND STEVEN CAB CORP.
+5423,TOYOTA,COROLLA,2016,GASOLINE,AREES CAB INC
+3639,DODGE     GRAND,CARAVAN,2017,GASOLINE,CHICAGO MEDALLION TEN LLC
+3746,TOYOTA,PRIUS,2012,HYBRID,BAFSH INC
+1555,TOYOTA,PRIUS,2013,HYBRID,CH. TAXI I CORP.
+761,TOYOTA,PRIUS,2013,HYBRID,JERRY & SEBLE CAB COMPANY
+6074,TOYOTA,SCION,2012,GASOLINE,AMERICAN WINNER TAXTCAB INC
+5226,TOYOTA,RAV4,2014,GASOLINE,AMMKO CAB CO
+2067,DODGE     GRAND,CARAVAN,2018,FLEX FUEL,HADEEL TRANS INC
+4136,TOYOTA,SIENNA,2020,GASOLINE,KINGSLEY TRANSPORATATION CO.
+6044,FORD,ESCAPE,2012,HYBRID,ALEXANDRA SCHOOL CORP.
+1314,TOYOTA,CAMRY,2016,HYBRID,AL-MEDINA ENTERPRISES INC.
+2225,TOYOTA,PRIUS,2014,HYBRID,ANDYKIM TRANS INC
+245,FORD,ESCAPE,2011,HYBRID,USSR EXPRESS INC
+3675,TOYOTA,CAMRY,2017,HYBRID,M. Y. TRANS INC
+1985,TOYOTA,PRIUS,2012,HYBRID,MEREB CAB CORP
+2694,TOYOTA,SIENNA,2017,GASOLINE,ANAS CAB CO
+5436,TOYOTA,RAV4,2016,HYBRID,KENDOSKI GLOBAL LLC
+5113,TOYOTA,PRIUS,2014,HYBRID,"CHICAGO POLO VI, INC."
+2515,NISSAN,ALTIMA,2016,GASOLINE,CHICAGO CAB 2 CORP.
+3527,TOYOTA,SCION,2012,GASOLINE,"HAGHIGHAT TRANSPORT, INC."
+5061,TOYOTA,PRIUS,2013,HYBRID,AG 1 CORPORATION
+4629,FORD,ESCAPE,2011,HYBRID,HUMIDITY II HACKING CORP.
+3477,TOYOTA,PRIUS,2015,HYBRID,GHANA CAN INC
+3568,TOYOTA,CAMRY,2014,HYBRID,"AIH, CORP."
+4853,TOYOTA,PRIUS,2015,HYBRID,FAIR HEAVENS TAXI INC.
+1426,FORD,ESCAPE,2012,HYBRID,SNOWSTORM II HACKING CORP.
+4482,TOYOTA,PRIUS,2013,HYBRID,"ALDIN 2, CORP"
+4397,TOYOTA,CAMRY,2016,HYBRID,SIMNY CAB INC
+6066,TOYOTA,CAMRY,2013,HYBRID,RAFEY INC
+3529,TOYOTA,SIENNA,2020,GASOLINE,SABCA CAB CORP.
+3980,TOYOTA,SIENNA,2019,GASOLINE,YAOLAB INVESTEMENTS INC
+3433,TOYOTA,RAV4,2016,HYBRID,FISHER CAB CO
+6670,TOYOTA,PRIUS,2015,HYBRID,"POLLOB, INC."
+3930,VPG,MV-1,2014,GASOLINE,NEW MILLENNIUM INC #V
+107,FORD,ESCAPE,2012,HYBRID,DAMMA CAB CORP
+5977,TOYOTA,CAMRY,2013,HYBRID,HUNDAL CAB INC
+3469,FORD,ESCAPE,2012,HYBRID,YAQEEN CAB CO
+833,FORD,C-MAX,2014,HYBRID,MEDALLION FUNDING CHICAGO CORP IV
+4848,TOYOTA,CAMRY,2016,HYBRID,HASAN ZANI CORP.
+4855,TOYOTA,CAMRY,2015,HYBRID,HAMIT ZANI CORP
+4895,TOYOTA,CAMRY,2019,HYBRID,SHAMPA TRANS INC
+6568,TOYOTA,CAMRY,2013,HYBRID,J J B B INC
+5393,TOYOTA,CAMRY,2013,HYBRID,ADRIATIC CAB CO
+1821,TOYOTA,CAMRY,2016,HYBRID,NORIZA INC
+182,TOYOTA,PRIUS,2014,HYBRID,DAMMA CAB CORP
+5872,FORD,ESCAPE,2012,HYBRID,LUCKY SEVEN CHICAGO THREE INC.
+5324,TOYOTA,CAMRY,2016,HYBRID,HAMADOU INC
+4122,FORD,ESCAPE,2011,HYBRID,IYASSU INC
+6147,TOYOTA,COROLLA,2015,HYBRID,LONDON TAXI INC
+428,TOYOTA,CAMRY,2012,HYBRID,MCCAB VII CORP.
+5638,TOYOTA,CAMRY,2017,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 32"
+5239,TOYOTA,CAMRY,2011,HYBRID,AGAPE CAB INC.
+259,TOYOTA,CAMRY,2014,HYBRID,AL-MEDINA ENTERPRISES INC.
+2078,TOYOTA,CAMRY,2011,HYBRID,J K T CAB CO
+2599,TOYOTA,CAMRY,2014,HYBRID,STEFANIE AND AUDREY CAB CORP.
+4970,TOYOTA,CAMRY,2012,HYBRID,SYDAL CORP.
+927,TOYOTA,CAMRY,2015,HYBRID,MEDALLION FUNDING CHICAGO CORP IV
+2716,TOYOTA,PRIUS,2013,HYBRID,"CHICAGO POLO XIV, INC."
+1171,TOYOTA,CAMRY,2014,HYBRID,PAK AMERICAN TRANSPORATION INC
+232,TOYOTA,PRIUS,2016,HYBRID,BABY CAB CORP.
+3816,TOYOTA,PRIUS,2011,HYBRID,U S TAXI COMPANY
+2600,TOYOTA,COROLLA,2015,GASOLINE,SHAH EXPRESS INC
+268,TOYOTA,CAMRY,2016,HYBRID,HASSAM INC
+3274,TOYOTA,PRIUS,2013,HYBRID,SOPHIE TAXI LLC
+2959,TOYOTA,CAMRY,2013,HYBRID,"MIDWEST CAB CO, INC"
+635,TOYOTA,CAMRY,2012,HYBRID,JABOYE CORP.
+112,TOYOTA,SIENNA,2018,GASOLINE,MCCAB XIV CORP.
+2446,TOYOTA,CAMRY,2012,HYBRID,TASS INC
+2104,TOYOTA,PRIUS,2015,HYBRID,MMM CAB CORP
+3964,TOYOTA,PRIUS,2011,HYBRID,ATLAS LIONS HOLDINGS INC
+1077,FORD,ESCAPE,2012,HYBRID,PLAYING POLO IN CHICAGO INC
+5919,NISSAN,ALTIMA,2011,HYBRID,KOWSAR TAXI CORP
+948,TOYOTA,CAMRY,2014,HYBRID,MESFIN INC
+2687,TOYOTA,COROLLA,2016,GASOLINE,LUCKY 7 CAB COMPANY
+615,TOYOTA,RAV4,2018,HYBRID,"AWRA AWSA, INC."
+4915,TOYOTA,PRIUS,2016,HYBRID,BROWN EYES CAB CORP.
+6140,TOYOTA,CAMRY,2013,HYBRID,LEMLEM EXPRESS INC.
+6163,TOYOTA,CAMRY,2014,HYBRID,ALEKSANDER WISNIEWSKI
+1133,FORD,ESCAPE,2012,HYBRID,"I & B MIDWEST ENTERPRISE, INC."
+4772,TOYOTA,PRIUS,2015,HYBRID,"BOLAKO, INC"
+129,FORD,FUSION,2015,HYBRID,MR TAXI 2 INC
+1412,TOYOTA,PRIUS,2014,HYBRID,GSJ TAXI CO.
+3581,TOYOTA,CAMRY,2011,HYBRID,TITO'S TAXI CO
+2844,TOYOTA,CAMRY,2012,HYBRID,JKC TAXI CORP.
+6514,TOYOTA,RAV4,2017,HYBRID,CARZAAR CO.
+6645,TOYOTA,CAMRY,2016,HYBRID,SLOBOMIR KAPUR CORP
+6233,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+5230,TOYOTA,CAMRY,2014,HYBRID,JAVIER DAVILA
+4207,TOYOTA,CAMRY,2012,HYBRID,NORTOWN EXPRESS INC.
+5449,FORD,ESCAPE,2012,HYBRID,LILLY CAB CORP
+2171,TOYOTA,CAMRY,2014,HYBRID,DEFIANCE TAXI LLC
+411,TOYOTA,CAMRY,2013,HYBRID,JMIKEMATT CORP
+3065,TOYOTA,PRIUS,2011,HYBRID,JIWANI CAB CO
+1290,TOYOTA,CAMRY,2013,HYBRID,DANIEL T. EGUALE
+6236,DODGE     GRAND,CARAVAN,2013,COMPRESSED,GOODBAR TAXI CORP II
+165,TOYOTA,PRIUS,2015,HYBRID,IL 8 CORP
+5694,TOYOTA,CAMRY,2018,GASOLINE,RAR CAB LLC
+2837,TOYOTA,SIENNA,2019,GASOLINE,"WALTER TRANS, INC."
+4157,TOYOTA,PRIUS,2014,HYBRID,CHICAGO MEDALLION TWO LLC.
+2803,FORD,C-MAX,2013,HYBRID,MADISON CAB CORP.
+5439,TOYOTA,CAMRY,2016,HYBRID,TEEMU CORPORATION
+1331,TOYOTA,CAMRY,2014,HYBRID,NEW AMSTERDAM LEASING CORP.
+3380,TOYOTA,SIENNA,2018,GASOLINE,HASAN & HOSAIN INC
+2808,TOYOTA,PRIUS,2012,HYBRID,SAFE TAXI COMPANY
+6201,TOYOTA,PRIUS,2013,HYBRID,CHOICE ENTERPRISE INC.
+5296,FORD,FUSION,2016,HYBRID,CHICAGO SHUTTLE CORP.
+1642,TOYOTA,PRIUS,2015,HYBRID,ARM TAXI INC.
+3644,TOYOTA,CAMRY,2016,HYBRID,URU EXPRESS INC
+1186,TOYOTA,PRIUS,2012,HYBRID,TAXALE TAXI INC
+2308,TOYOTA,PRIUS,2013,HYBRID,FAST CAB COMPANY
+6550,TOYOTA,CAMRY,2016,HYBRID,"TAXI MEDALLION GROUP, LLC-SERIES 34"
+1212,TOYOTA,CAMRY,2017,HYBRID,YC20 LLC
+2658,FORD,ESCAPE,2012,HYBRID,WHITE STAR TAXI INC
+582,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XIII, INC."
+1498,TOYOTA,CAMRY,2015,HYBRID,SAFARI TAXI INC
+2819,VPG,MV-1,2014,GASOLINE,PETE TAXI COMPANY
+1148,TOYOTA,RAV4,2019,GASOLINE,KAMALUXE INC.
+5303,TOYOTA,PRIUS,2014,HYBRID,TAXI MEDALLION GROUP LLC-SERIES XVI
+2081,TOYOTA,CAMRY,2012,HYBRID,AMRIT CAB CO.
+6304,TOYOTA,CAMRY,2016,HYBRID,CH. TAXI I CORP.
+1003,TOYOTA,PRIUS,2012,HYBRID,ON TIME CAB COMPANY
+6731,TOYOTA,CAMRY,2017,HYBRID,"TAXI MEDALLION GROUP, LLC-SERIES 34"
+3874,TOYOTA,COROLLA,2018,GASOLINE,DRAKE USA INC
+6643,TOYOTA,CAMRY,2017,HYBRID,CYRENAICA CORP
+1644,DODGE,CARAVAN,2016,FLEX FUEL,GRASU CAB CORP.
+2915,FORD,ESCAPE,2014,GASOLINE,GULAB TRANSPORTATION INC
+2853,DODGE,CARAVAN,2015,FLEX FUEL,EFFI JOE INC.
+2564,TOYOTA,CAMRY,2013,HYBRID,DEB CAB CO
+287,TOYOTA,PRIUS,2015,HYBRID,KALOYAN B CO.
+5043,TOYOTA,CAMRY,2012,HYBRID,SUNG HEE CAB CO.
+3822,TOYOTA,CAMRY,2013,HYBRID,THE HIGHSIERRA INC
+5504,FORD,ESCAPE,2012,HYBRID,SNOWBLIND CAB CORP
+2930,TOYOTA,CAMRY,2014,HYBRID,ACCURATE TAXI INC
+1272,TOYOTA,CAMRY,2013,HYBRID,SINGH TAXI CO
+1250,TOYOTA,CAMRY,2019,HYBRID,ARBAZ ALINA INC
+5280,TOYOTA,CAMRY,2014,HYBRID,"EAGLE EXPRESS, INC."
+296,TOYOTA,CAMRY,2011,HYBRID,N. R. T. CAB CO
+3967,TOYOTA,PRIUS,2014,HYBRID,CANICE INC
+2654,TOYOTA,PRIUS,2013,HYBRID,AUJLA CAB CO
+849,NISSAN,ALTIMA,2011,HYBRID,MEDALLION FUNDING CHICAGO CORP III
+6763,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 38
+6617,TOYOTA,CAMRY,2017,HYBRID,MEHCO INC.
+563,HYUNDAI,ELANTRA,2018,GASOLINE,HYDRA CAB CORP
+6100,TOYOTA,CAMRY,2011,HYBRID,"JOY CO., INC. I I"
+2739,TOYOTA,CAMRY,2016,HYBRID,DARLING CAB CO
+4964,TOYOTA,PRIUS,2011,HYBRID,SLSJETS II CAB CORP.
+3670,TOYOTA,CAMRY,2013,HYBRID,N K CAB CO INC
+3479,TOYOTA,CAMRY,2013,HYBRID,LEGESSE CAB CO
+3077,FORD,ESCAPE,2012,HYBRID,SNOWBLIND CAB CORP
+2183,TOYOTA,PRIUS,2015,HYBRID,FERIAL ASKAR
+5693,TOYOTA,CAMRY,2013,HYBRID,CHIAROSCURO TRANSIT CORP.
+2760,TOYOTA,CAMRY,2016,HYBRID,SAMSIM INC
+6803,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 38
+6554,TOYOTA,CAMRY,2012,HYBRID,FAIZAN EXPRESS INC.
+2604,TOYOTA,CAMRY,2014,HYBRID,LESLEY CAB CO
+6224,TOYOTA,CAMRY,2015,HYBRID,HAFIZ BILAL EXPRESS INC.
+43,DODGE,CARAVAN,2016,FLEX FUEL,NECT 30 LLC
+4265,TOYOTA,CAMRY,2011,HYBRID,ROCKY CAB INC
+4155,TOYOTA,PRIUS,2012,HYBRID,ROBEAL INC
+6739,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC - SERIES 36
+4406,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION THREE LLC.
+4289,TOYOTA,CAMRY,2015,HYBRID,MEASHO CAB CORP
+3247,TOYOTA,CAMRY,2015,HYBRID,Z L R CORP
+3050,TOYOTA,RAV4,2015,GASOLINE,TEDDY TRANSPORTATION INC.
+3793,FORD,ESCAPE,2012,HYBRID,GYPSY CAB CORP.
+5138,TOYOTA,RAV4,2016,GASOLINE,EAST BOUND CAB COMPANY
+6729,HYUNDAI,ELANTRA,2018,GASOLINE,SAMOS CAB CORP
+1883,TOYOTA,PRIUS,2013,HYBRID,ZILMETTA CAB INCORPORATED
+5277,FORD,ESCAPE,2012,HYBRID,SNOWBLIND CAB CORP
+2519,TOYOTA,PRIUS,2015,HYBRID,MARWILL CAB COMPANY
+3057,TOYOTA,CAMRY,2014,HYBRID,HAFIZ BILAL EXPRESS INC.
+4148,TOYOTA,SIENNA,2019,GASOLINE,PRECIOUS TRANSPORTATION COMPANY LLC
+254,TOYOTA,PRIUS,2012,HYBRID,"TEWOLDE, INC."
+5374,TOYOTA,PRIUS,2013,HYBRID,HASHIM TAXI CORP
+1122,TOYOTA,CAMRY,2010,HYBRID,NS TRANSPORTATION INC
+179,FORD,ESCAPE,2012,HYBRID,KING EDWARD CAB CORP.
+6689,TOYOTA,PRIUS,2014,HYBRID,SIAM INCORPORATED I
+5799,TOYOTA,PRIUS,2011,HYBRID,PEACE INC.
+937,TOYOTA,CAMRY,2020,HYBRID,CHAKNAT TRANS INC
+6480,TOYOTA,CAMRY,2014,HYBRID,RSA CAB CORP.
+1451,FORD,C-MAX,2013,HYBRID,EC CHICAGO TAXI LLC
+2616,TOYOTA,COROLLA,2015,GASOLINE,CORPORAL CAB CO
+521,TOYOTA,CAMRY,2014,HYBRID,CHICAGO WINDY CITY INC
+3096,DODGE,CARAVAN,2016,HYBRID,BIG CITY TAXI CORP.
+4997,NISSAN,ALTIMA,2017,GASOLINE,RAVI EXPRESS INC.
+4597,TOYOTA,CAMRY,2015,HYBRID,R K TAXI CORP
+6113,TOYOTA,PRIUS,2014,HYBRID,AALA HAZRAT CAB CORP
+1359,FORD,FUSION,2014,HYBRID,FRESH POWDER TAXI LLC
+5452,TOYOTA,CAMRY,2014,HYBRID,LINJAKE INC.
+2056,FORD,ESCAPE,2012,HYBRID,J & I CAB CORP
+2617,FORD,FUSION,2014,HYBRID,SHIRAZ EXPRESS INC
+6008,FORD,ESCAPE,2012,HYBRID,CHICAGO POLO VII INC.
+4584,FORD,ESCAPE,2011,HYBRID,SIENNA ZONE CAB CO.
+5235,TOYOTA,CAMRY,2012,HYBRID,NAGRA BROTHERS INC.
+4455,TOYOTA,CAMRY,2014,HYBRID,THM CAB CORP.
+6718,TOYOTA,CAMRY,2019,HYBRID,"MOON EXPRESS 1, INC."
+2077,TOYOTA,CAMRY,2015,GASOLINE,"BOLBLIK, INC."
+1244,MAZDA,MAZDA 3,2018,GASOLINE,YC21 LLC
+1467,TOYOTA,CAMRY,2017,HYBRID,BAYARDOTOBAR INC
+3843,TOYOTA,PRIUS,2014,HYBRID,SKY TAXI INC
+4175,DODGE,CARAVAN,2013,FLEX FUEL,"LEMPIRA, INC."
+6097,TOYOTA,RAV4,2017,GASOLINE,KWASEPO EXPRESS INC
+5810,FORD,ESCAPE,2012,HYBRID,SLSJETS V CAB CORP.
+1819,TOYOTA,PRIUS,2014,HYBRID,AWAN EXPRESS INC
+1932,TOYOTA,CAMRY,2016,HYBRID,JITEN INC.
+5609,TOYOTA,CAMRY,2012,HYBRID,ELSTON FOUR LLC
+2176,HYUNDAI,ELANTRA,2018,GASOLINE,ZEUS CAB CORP.
+6704,TOYOTA,CAMRY,2013,HYBRID,CARILLON TRANSIT LLC
+1430,TOYOTA,CAMRY,2016,HYBRID,LUQMAN CORPORATION
+5865,TOYOTA,PRIUS,2016,HYBRID,LUCKY SEVEN CHICAGO THREE INC.
+2275,TOYOTA,CAMRY,2014,GASOLINE,KARR CAB COMPANY
+3868,TOYOTA,CAMRY,2017,GASOLINE,"ILIRJAN, INC."
+1178,TOYOTA,CAMRY,2016,HYBRID,"CHUN TRANSIT, INC."
+2126,TOYOTA,PRIUS,2013,HYBRID,MACAVEL TRANS INC
+5530,TOYOTA,CAMRY,2017,HYBRID,LAS PALMAS CAB CO INC
+1311,TOYOTA,CAMRY,2015,GASOLINE,AOTMID CORP.
+2605,TOYOTA,PRIUS,2015,HYBRID,ABEBE CORP
+3167,NISSAN,ALTIMA,2011,HYBRID,FRANKLIN TAXI LLC
+1818,TOYOTA,CAMRY,2014,HYBRID,FIRST CLASS TAXI CAB INC
+588,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XIII, INC."
+4380,TOYOTA,CAMRY,2018,GASOLINE,WISE BEAT INC
+3022,DODGE,CARAVAN,2010,FLEX FUEL,FEMDOT INC
+1409,FORD,ESCAPE,2012,HYBRID,SNOWSTORM II HACKING CORP.
+5716,FORD,FUSION,2014,HYBRID,MRS. TAXI INC
+6061,FORD,ESCAPE,2012,HYBRID,J & I CAB CORP
+4610,NISSAN,ALTIMA,2011,HYBRID,JNR III INC.
+3015,TOYOTA,CAMRY,2014,HYBRID,TANAKA TRANS CORP.
+1675,TOYOTA,CAMRY,2014,HYBRID,CIVIC CHICAGO INC.
+3320,TOYOTA,PRIUS,2011,HYBRID,TIPU SULTAN CORP
+4785,TOYOTA,RAV4,2017,HYBRID,MEMONA CAB CORP.
+3365,TOYOTA,CAMRY,2012,HYBRID,"TANAKA TRANS CORP., II"
+923,TOYOTA,PRIUS,2012,HYBRID,TIMBI CAB CO
+6454,TOYOTA,CAMRY,2012,HYBRID,LIKISI INC.
+5307,TOYOTA,CAMRY,2012,HYBRID,JOHN-AYISCO CORP
+2907,TOYOTA,CAMRY,2015,HYBRID,MODHISH INC.
+2119,TOYOTA,CAMRY,2013,HYBRID,SETARE 2 INC
+714,TOYOTA,PRIUS,2016,HYBRID,JZG TRANSIT CO.
+3324,TOYOTA,CAMRY,2013,HYBRID,AKAL CAB COMPANY
+6945,TOYOTA,CAMRY,2012,HYBRID,TANAKA TRANS CORP.
+5107,TOYOTA,PRIUS,2014,HYBRID,ILIRIA TAXI INC
+6502,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XVII, INC"
+2052,TOYOTA,SCION,2015,GASOLINE,"ADRIANA TAXI CAB, CO"
+4171,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIESXXVI
+5471,TOYOTA,PRIUS,2016,HYBRID,A. N. CAB CO. INC
+6278,TOYOTA,PRIUS,2014,HYBRID,SCORPION CAB CO.
+2184,TOYOTA,RAV4,2018,GASOLINE,GOALS TAXI INC
+5800,TOYOTA,PRIUS,2014,HYBRID,SENAI TAXI CORP
+2579,TOYOTA,PRIUS,2014,HYBRID,SANTORINI FIVE CAB CORP.
+272,FORD,ESCAPE,2011,HYBRID,C K A CORP
+5569,TOYOTA,CAMRY,2012,HYBRID,N.S.S. CAB CORPORATION
+5389,TOYOTA,CAMRY,2014,HYBRID,BAZZI CAB COMPANY
+5553,FORD,ESCAPE,2012,HYBRID,BROWN EYES CAB CORP.
+2585,TOYOTA,CAMRY,2014,HYBRID,CHICAGO EXPRESS INC.
+2283,TOYOTA,CAMRY,2014,HYBRID,EMIKISSA'S INC
+6752,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 37
+895,TOYOTA,PRIUS,2013,HYBRID,PEACE TAXICAB INC
+1925,FORD,ESCAPE,2012,HYBRID,ACCORD CAB COMPANY LLC
+4541,TOYOTA,RAV4,2013,GASOLINE,EXPERT CAB CO
+6355,TOYOTA,PRIUS,2017,HYBRID,TOMMY & JERRY TAXI INC
+1702,TOYOTA,CAMRY,2012,HYBRID,SARA ELIAS INC
+5109,TOYOTA,CAMRY,2013,HYBRID,"PED 3, LLC"
+4960,TOYOTA,CAMRY,2013,HYBRID,WEDEB CAB CO.
+3190,TOYOTA,CAMRY,2016,HYBRID,FRICTION INCORPORATED
+2846,TOYOTA,SCION,2013,GASOLINE,"BAHMAN CAB CO., INC."
+4234,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION TWO LLC.
+3072,TOYOTA,CAMRY,2012,HYBRID,PUNJAB ROADWAYS INC
+229,TOYOTA,PRIUS,2013,HYBRID,IL 9 CORP
+2920,TOYOTA,PRIUS,2012,HYBRID,TEGORBA CAB CORP
+5021,TOYOTA,CAMRY,2014,HYBRID,GOLEMI TRANS INC
+4082,NISSAN,SENTRA,2019,GASOLINE,AGAPH CAB CORP
+4713,TOYOTA,PRIUS,2012,HYBRID,SONU INC.
+5874,TOYOTA,CAMRY,2015,HYBRID,SERGEY CAB CORP
+2336,TOYOTA,CAMRY,2013,HYBRID,LUBOK INC
+1362,TOYOTA,SIENNA,2018,GASOLINE,SHEENA CORP
+2629,TOYOTA,CAMRY,2011,HYBRID,MCCAB  IV CORP.
+2136,TOYOTA,PRIUS,2014,HYBRID,MICHIALE CORP.
+4540,DODGE     GRAND,CARAVAN,2017,FLEX FUEL,ELSTON FOUR LLC
+3237,TOYOTA,PRIUS,2012,HYBRID,AMR CAB CORP.
+1714,VPG,MV-1,2012,COMPRESSED,AQUA ZONE CAB CO.
+4777,TOYOTA,CAMRY,2014,HYBRID,CHATHA ENTERPRISES INC
+4340,TOYOTA,CAMRY,2013,HYBRID,"WADOOD, INC"
+1182,TOYOTA,SIENNA,2020,GASOLINE,YC19 LLC
+4611,FORD,ESCAPE,2012,HYBRID,MOISTURE II HACKING CORP.
+3202,TOYOTA,PRIUS,2014,HYBRID,TRAVELERS CAB COMPANY
+1125,FORD,FUSION,2014,HYBRID,SAIL TAXI INC
+6381,FORD,ESCAPE,2012,HYBRID,CHICAGO AUCTION CAB CO.
+5866,TOYOTA,PRIUS,2016,HYBRID,LUCKY SEVEN CHICAGO THREE INC.
+2565,TOYOTA,SIENNA,2016,GASOLINE,TOBIADE INC.
+4165,NISSAN,ALTIMA,2011,HYBRID,SABREENA TAXI CO
+2484,FORD,FUSION,2012,HYBRID,"ABRON CAB COMPANY, INC."
+2205,TOYOTA,CAMRY,2014,HYBRID,SHABERA CORP
+1611,TOYOTA,PRIUS,2014,HYBRID,RAINSTORM II HACKING CORP.
+2696,FORD,ESCAPE,2012,HYBRID,J & I CAB CORP
+6138,TOYOTA,PRIUS,2012,HYBRID,BRANDON INC.
+1733,TOYOTA,CAMRY,2013,HYBRID,ROHEE CAB INC
+2230,TOYOTA,COROLLA,2017,GASOLINE,CHICAGO CAB 2 CORP.
+1622,TOYOTA,CAMRY,2015,HYBRID,VJOSA CAB CO.
+3251,DODGE     GRAND,CARAVAN,2017,FLEX FUEL,BESSIES CAB CORP
+4187,TOYOTA,RAV4,2018,GASOLINE,AARON-VMT LLC
+105,TOYOTA,CAMRY,2013,HYBRID,MCCAB X CORP.
+3081,TOYOTA,CAMRY,2012,HYBRID,IDEAL CAB COMPANY
+5497,TOYOTA,SIENNA,2017,GASOLINE,KOUROU CAB CORP
+4479,FORD,FUSION,2018,HYBRID,ADAMS TAXI LLC
+2806,FORD,C-MAX,2013,HYBRID,MADISON CAB CORP.
+3478,NISSAN,SENTRA,2019,GASOLINE,AGAPH CAB CORP
+2310,TOYOTA,CAMRY,2017,HYBRID,GEE GEE INC
+2367,TOYOTA,CAMRY,2014,HYBRID,NEXTGEN TAXI I INC
+2924,TOYOTA,PRIUS,2014,HYBRID,SARATOGA TAXI LLC
+3347,FORD,ESCAPE,2012,HYBRID,GREEN EYES CAB CORP.
+1885,TOYOTA,CAMRY,2017,HYBRID,OKIES CAB CORP.
+5341,TOYOTA,PRIUS,2015,HYBRID,TAXI MEDALLION GROUP LLC SERIES II
+1875,TOYOTA,SIENNA,2018,GASOLINE,MYKONOS CAB CORP.
+3166,TOYOTA,SIENNA,2020,GASOLINE,FRANKLIN TAXI LLC
+1147,TOYOTA,PRIUS,2016,HYBRID,CRAZY JEFFREY CAB CORP
+324,TOYOTA,CAMRY,2014,HYBRID,EBUDOLA CAB CO
+1381,FORD,C-MAX,2013,HYBRID,EC CHICAGO TAXI LLC
+5517,TOYOTA,CAMRY,2014,HYBRID,"PASALIC, INC."
+1464,TOYOTA,PRIUS,2015,HYBRID,JONHI CORP
+2692,TOYOTA,RAV4,2016,GASOLINE,"HEE YOO, INC"
+3295,TOYOTA,CAMRY,2015,GASOLINE,SHANDY DALLAS INC.
+5712,TOYOTA,RAV4,2015,GASOLINE,MULTAN EXPRESS INC
+3814,TOYOTA,PRIUS,2017,HYBRID,SENA & KENA INC.
+2215,TOYOTA,CAMRY,2015,HYBRID,POTRERO INC
+2395,TOYOTA,SIENNA,2019,GASOLINE,PARIKH ENTERPRISES I INC
+2254,TOYOTA,PRIUS,2015,HYBRID,FERIGO TAXI INC
+4716,TOYOTA,CAMRY,2014,HYBRID,SUMAR INC
+2717,TOYOTA,CAMRY,2013,HYBRID,NBA TAXI INC II
+3944,TOYOTA,CAMRY,2015,HYBRID,AYAAN ONE INC
+810,TOYOTA,CAMRY,2015,HYBRID,CREATION CAB INC
+5025,FORD,FUSION,2014,HYBRID,"CHRISS, INC."
+3245,TOYOTA,CAMRY,2016,HYBRID,BIG CITY TAXI CORP.
+5096,TOYOTA,CAMRY,2016,HYBRID,FOUR M EXPRESS INC
+5434,TOYOTA,CAMRY,2012,HYBRID,MONTY CAB CO
+1509,FORD,ESCAPE,2012,HYBRID,GYPSY CAB CORP.
+416,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+1344,FORD,ESCAPE,2012,HYBRID,BARBIE IN CHICAGO CAB CORP
+4622,TOYOTA,PRIUS,2013,HYBRID,"ACCELERATED TRANSPORTATION, CORP."
+6050,TOYOTA,SIENNA,2019,GASOLINE,JONOKA CAB CO
+2255,TOYOTA,CAMRY,2012,HYBRID,HARRY CAB CO
+5628,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO VIII, INC."
+1634,TOYOTA,CAMRY,2013,HYBRID,A.R.M.S. CAB CO.
+4862,HONDA,CRV,2014,GASOLINE,MANGIB CORP.
+5738,TOYOTA,CAMRY,2014,HYBRID,CHICAGO TAXI EXPRESS INC.
+4865,TOYOTA,CAMRY,2014,HYBRID,IGBINOGHODUA J EDOMWONYI
+3556  CH,EVROLET,IMPALA,2011,FLEX FUEL,RODNEY ANDREWS
+2663,TOYOTA,CAMRY,2013,HYBRID,"ANGELA TRANS, INC."
+6170,HYUNDAI,ELANTRA,2018,GASOLINE,POSEIDON CAB CORP
+5820,TOYOTA,CAMRY,2018,HYBRID,KGN CAB LLC
+6903,TOYOTA,PRIUS,2013,HYBRID,TRI STATE CAB CORP.
+1473,TOYOTA,CAMRY,2016,HYBRID,YC26 LLC
+1419,TOYOTA,CAMRY,2018,HYBRID,B M K CORP.
+3877,TOYOTA,PRIUS,2014,HYBRID,LUXOR INC
+3004,TOYOTA,CAMRY,2016,HYBRID,NORTH CAB CO
+6063,TOYOTA,CAMRY,2017,HYBRID,NIAZ & SONS INC
+3679,TOYOTA,CAMRY,2013,HYBRID,RASHID A SHAIKH
+1197,TOYOTA,CAMRY,2013,HYBRID,INARA ENTERPRISE INC
+5456,TOYOTA,CAMRY,2014,HYBRID,A A CAB CO II
+6042,FORD,ESCAPE,2012,HYBRID,3860 TAXI CORP
+3643,TOYOTA,CAMRY,2014,HYBRID,KWIK CAB CORPORATION
+6492,TOYOTA,PRIUS,2014,HYBRID,CHICAGO AUCTION CAB CO.
+2299,TOYOTA,CAMRY,2016,HYBRID,ULTIMATE RIDE INC
+3040,TOYOTA,CAMRY,2014,HYBRID,SAMRAZA INC
+893,FORD,ESCAPE,2012,HYBRID,MEDALLION FUNDING CHICAGO CORP II
+5310,TOYOTA,CAMRY,2013,HYBRID,NYAME BEKYERE INC.
+5401,MERCURY     GRAND,MARQUIS,2010,FLEX FUEL,JOSEPH E HANNA
+1180,TOYOTA,PRIUS,2011,HYBRID,MAB CAB CO
+5417,TOYOTA,CAMRY,2014,HYBRID,KAPO TAXI CORP
+5597,TOYOTA,CAMRY,2012,HYBRID,AMODI CAB CORPORATION
+2895,TOYOTA,PRIUS,2014,HYBRID,SLSJETS I CAB CORP.
+6914,TOYOTA,PRIUS,2011,HYBRID,MASRI INC
+3335,FORD,C-MAX,2013,HYBRID,TRIBECA TWO CAB CORP.
+5742,FORD,ESCAPE,2012,HYBRID,CHICAGO POLO VII INC.
+3961,TOYOTA,COROLLA,2018,GASOLINE,ARES CAB CORP.
+2524,TOYOTA,SIENNA,2019,GASOLINE,P T K CAB CO
+3924,FORD,ESCAPE,2012,HYBRID,SNOWBLIND CAB CORP
+6519,TOYOTA,CAMRY,2019,HYBRID,GEELMAN CORP.
+4601,FORD,ESCAPE,2012,HYBRID,MOISTURE II HACKING CORP.
+6742,TOYOTA,CAMRY,2015,HYBRID,TASHA RIDE INC.
+2591,TOYOTA,PRIUS,2014,HYBRID,A & S CAB CO INC
+5881,TOYOTA,CAMRY,2015,HYBRID,POPO INC
+4316,TOYOTA,PRIUS,2012,HYBRID,AIC EXPRESS INC.
+2657,TOYOTA,PRIUS,2013,HYBRID,KEELER CAB CO
+6393,TOYOTA,RAV4,2018,HYBRID,LALA TAXI CORP.
+1734,TOYOTA,CAMRY,2013,HYBRID,RKJ CAB CO
+1232,TOYOTA,RAV4,2020,HYBRID,KENNATT TRANSPORT INC
+1698,TOYOTA,CAMRY,2016,HYBRID,BOULEVARD 1 CORP
+13,TOYOTA,CAMRY,2012,HYBRID,ABDELKADER BOUABDALLAOUI
+2292,TOYOTA,CAMRY,2014,HYBRID,G.F.G. CAB CO
+6115,TOYOTA,CAMRY,2014,HYBRID,M A I CAB CO
+5050,TOYOTA,CAMRY,2017,HYBRID,HI FI INC
+40,FORD,ESCAPE,2012,HYBRID,TIPTOM TOO INC
+2779,TOYOTA,CAMRY,2012,HYBRID,OAM INC
+297,TOYOTA,PRIUS,2015,HYBRID,RAHIM TAXICAB INC
+1126,TOYOTA,CAMRY,2013,HYBRID,AKAL TRANSPORT CORP
+4810,TOYOTA,PRIUS,2013,HYBRID,"COKAB, INC."
+5195,TOYOTA,PRIUS,2015,HYBRID,OSPON CORPORATION
+6516,TOYOTA,PRIUS,2013,HYBRID,WELCOME TAXICAB INC
+3810,FORD,FUSION,2014,HYBRID,FRESH POWDER TAXI LLC
+4618,DODGE,CARAVAN,2016,GASOLINE,CHICAGO MEDALLION FOUR LLC.
+2412,TOYOTA,CAMRY,2012,HYBRID,MALIK ENTERPRISES INC
+1893,TOYOTA,COROLLA,2018,GASOLINE,ARES CAB CORP.
+1327,NISSAN,ALTIMA,2011,HYBRID,GOOD CAB CORP.
+4733,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION FOUR LLC.
+775,TOYOTA,CAMRY,2012,HYBRID,BIRCHWOOD CAB CO.
+3449,TOYOTA,CAMRY,2018,HYBRID,AMERICAN RIDER CAB CO
+2856,TOYOTA,CAMRY,2016,HYBRID,1 SUPER STAR CAB CO
+2322,VPG,MV-1,2014,GASOLINE,MNSRRA CAB INC
+1434,TOYOTA,PRIUS,2013,HYBRID,GSJ TAXI CO.
+1082,FORD,ESCAPE,2012,HYBRID,MERCIFUL GOD LLC
+5768,HYUNDAI,ELANTRA,2018,GASOLINE,HYDRA CAB CORP
+2339,TOYOTA,CAMRY,2014,HYBRID,ASSETS INVESTMENT INC
+1720,TOYOTA,CAMRY,2014,HYBRID,KASHIF INC.
+4242,TOYOTA,CAMRY,2017,HYBRID,CHICAGO MEDALLION TWO LLC.
+3490,TOYOTA,CAMRY,2019,HYBRID,SEVEN STAR RIDER CORPORATION
+4741,DODGE,CARAVAN,2016,GASOLINE,CHICAGO MEDALLION FOUR LLC.
+2155,TOYOTA,PRIUS,2014,HYBRID,CHICAB TWO INC
+2139,TOYOTA,PRIUS,2013,HYBRID,CHICAB ONE INC
+4110,TOYOTA,CAMRY,2016,HYBRID,SHOTOR CAB CO
+6243,FORD,C-MAX,2013,HYBRID,MEREBU INC
+1285,TOYOTA,CAMRY,2014,HYBRID,"ST & MT,  INC"
+3879,TOYOTA,CAMRY,2014,HYBRID,"BOBCY, INC."
+3405,VPG,MV-1,2014,FLEX FUEL,NOBLE CAB CO
+2526,TOYOTA,CAMRY,2013,HYBRID,MIKA CAB CO INC
+46,TOYOTA,CAMRY,2016,HYBRID,MONICA CORP
+3493,TOYOTA,CAMRY,2018,HYBRID,RAS CAB CO
+6491,TOYOTA,CAMRY,2012,HYBRID,SETARE INC.
+2675,FORD,ESCAPE,2011,HYBRID,MCCAB  IV CORP.
+3055,TOYOTA,CAMRY,2014,HYBRID,KAROON BANNAPRADIST
+601,FORD,ESCAPE,2011,HYBRID,SLSJETS III CAB CORP.
+909,TOYOTA,CAMRY,2015,GASOLINE,KHALID BUTT INC
+892,TOYOTA,CAMRY,2013,HYBRID,TRIANGLE TRANS INC
+5982,TOYOTA,CAMRY,2014,HYBRID,PARAMJIT ENTERPRISES INC
+5972,TOYOTA,PRIUS,2013,HYBRID,BAZZI CAB COMPANY
+5474,TOYOTA,CAMRY,2015,HYBRID,PARIKH ENTERPRISES II INC
+2824,TOYOTA,CAMRY,2017,GASOLINE,CHIGO-BENIN LLC
+5540,TOYOTA,CAMRY,2012,HYBRID,BH & BH CORP.
+3301,TOYOTA,PRIUS,2014,HYBRID,"TANAKA TRANS CORP., II"
+6189,FORD,ESCAPE,2012,HYBRID,MILA AND MIKE INC
+5777,TOYOTA,PRIUS,2015,HYBRID,CRYSTAL EXPRESS INC.
+3756,TOYOTA,CAMRY,2013,HYBRID,IFYDA CAB CO
+3411,TOYOTA,RAV4,2019,HYBRID,ROSAR CORPORATION
+3543,TOYOTA,CAMRY,2014,HYBRID,ANDREW AND AUDREY CAB CORP.
+6950,TOYOTA,CAMRY,2015,HYBRID,"CHIDUBEM, INC."
+5778,TOYOTA,CAMRY,2016,HYBRID,SALSABIL INC.
+1187,TOYOTA,CAMRY,2012,HYBRID,KA TAXICAB CO
+5960,TOYOTA,CAMRY,2014,HYBRID,NBA TAXI INC II
+3516,TOYOTA,PRIUS,2012,HYBRID,SANTORINI TAXI CO.
+3532,TOYOTA,CAMRY,2014,HYBRID,JONATA CAB COMPANY
+510,FORD,ESCAPE,2012,HYBRID,HENRY AND MASHA CHICAGO CORP.
+2397,DODGE,CARAVAN,2016,GASOLINE,COFFEE TAXI LLC
+5095,TOYOTA,CAMRY,2014,HYBRID,KALIM KHAN
+5878,TOYOTA,PRIUS,2013,HYBRID,CHICAGO M & R CORP.
+725,FORD,ESCAPE,2012,HYBRID,JZG TRANSIT CO.
+2036,TOYOTA,CAMRY,2013,HYBRID,AWALE COMPANY
+5075,TOYOTA,COROLLA,2020,GASOLINE,KHURD CAB CO
+5466,TOYOTA,CAMRY,2016,HYBRID,LIVIA TRANS INC
+6959,TOYOTA,SIENNA,2019,GASOLINE,JEEG CAB CORPORATION
+2356,TOYOTA,PRIUS,2013,HYBRID,SHEZAN INC
+942,TOYOTA,PRIUS,2012,HYBRID,"LEONARD CAB COMPANY, INC."
+6632,TOYOTA,PRIUS,2014,HYBRID,ON THE GO CAB CO INC
+4376,TOYOTA,CAMRY,2012,HYBRID,CHICAGO MEDALLION EIGHT LLC.
+1135,TOYOTA,PRIUS,2012,HYBRID,HY LITE CAB CO
+2418,VPG,MV-1,2014,GASOLINE,"TAXI MEDALLION GROUP, LLC - SERIES I"
+6733,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 35
+1320,TOYOTA,RAV4,2016,GASOLINE,"OSARETIN, INC."
+5396,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLIONGROUP LLCSERIESXXIX
+1960,FORD,ESCAPE,2012,HYBRID,AMPLE SUN CAB CORP.
+493,FORD,FUSION,2014,HYBRID,CASTAWAYS CAB LTD
+4655,TOYOTA,CAMRY,2017,HYBRID,"TIRONS, INC."
+6429,TOYOTA,CAMRY,2016,HYBRID,YELLOWSTONE CAB CORP
+2388,TOYOTA,CAMRY,2012,HYBRID,N R CAB CO
+5022,TOYOTA,CAMRY,2014,HYBRID,EMANUEL SOMO
+6523,TOYOTA,RAV4,2018,HYBRID,BAHABLA CORP
+4489,TOYOTA,CAMRY,2011,HYBRID,MASKAB INC
+5516,TOYOTA,CAMRY,2014,HYBRID,CHITOWN CAB INC #1
+3249,NISSAN,NV200,2014,GASOLINE,STNY TAXI CORP.
+3470,TOYOTA,RAV4,2017,HYBRID,FLAG CAB CORP.
+4309,TOYOTA,PRIUS,2013,HYBRID,YMS TRANS INC.
+6732,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 35
+2625,TOYOTA,CAMRY,2014,HYBRID,C DORTCH INC
+3267,TOYOTA,PRIUS,2014,HYBRID,POPO INC
+5962,FORD,ESCAPE,2012,HYBRID,CHICAGO POLO VII INC.
+3594,TOYOTA,CAMRY,2016,GASOLINE,"HOLGUER, INC"
+6860,TOYOTA,SIENNA,2019,GASOLINE,ELBADAWI TRANS INC
+2898,FORD    CROWN,VICTORIA,2011,FLEX FUEL,2898 TAXI CO
+2212,TOYOTA,PRIUS,2018,HYBRID,SOKL CAB CO
+1759,DODGE,CARAVAN,2013,FLEX FUEL,1759 INC.
+4616,TOYOTA,CAMRY,2013,HYBRID,SEAN CAB CO
+6193,TOYOTA,SIENNA,2019,GASOLINE,AQRAMAR TAXI INC.
+3599,TOYOTA,CAMRY,2014,HYBRID,POPO INC
+3205,FORD,C-MAX,2014,HYBRID,MADISON CAB CORP.
+5030,FORD,FUSION,2014,HYBRID,C.A.B. TAXI SERVICE INC
+4133,FORD,C-MAX,2014,HYBRID,SANTORINI CAB CORP.
+4001,FORD,ESCAPE,2012,HYBRID,VIOLET ZONE CAB CO.
+1453,TOYOTA,CAMRY,2013,HYBRID,RABAT INC.
+2908,TOYOTA,CAMRY,2013,HYBRID,SUNFLOWER CAB CO.
+6938,TOYOTA,PRIUS,2016,HYBRID,ARM TAXI INC.
+5342,TOYOTA,RAV4,2017,HYBRID,Akeem B. Ali
+6137,TOYOTA,CAMRY,2013,HYBRID,"OLAN CAB CO., INC."
+3220,DODGE,CARAVAN,2016,FLEX FUEL,LAIGHT TAXI CORP.
+2876,TOYOTA,PRIUS,2015,HYBRID,"IL 2, CORP."
+3228,TOYOTA,RAV4,2019,HYBRID,SEBASTIAN BELLA LLC
+967,TOYOTA,CAMRY,2015,HYBRID,"DJEM 2 TRANS, INC"
+1721,TOYOTA,PRIUS,2015,HYBRID,BAMYAN INC.
+3622,TOYOTA,PRIUS,2017,HYBRID,YRW CORP.
+5496,TOYOTA,RAV4,2019,HYBRID,ARCHER CAB INC
+2125,TOYOTA,CAMRY,2014,HYBRID,"GHANATTA ENTERPRISE COMPANY, INC."
+2164,TOYOTA,CAMRY,2012,HYBRID,COMPUTER CAB CO
+6109,FORD    CROWN,VICTORIA,2010,FLEX FUEL,WEDI AFOM INC
+1231,TOYOTA,PRIUS,2013,HYBRID,FAST CAB COMPANY
+5941,TOYOTA,PRIUS,2019,HYBRID,SADOR INC
+6650,TOYOTA,PRIUS,2012,HYBRID,RAPHEW AZEEZ
+4592,TOYOTA,CAMRY,2012,HYBRID,CHICAGO 4592 INC
+2295,TOYOTA,CAMRY,2015,HYBRID,CHICAGO EXPRESS CAB CO
+180,TOYOTA,CAMRY,2015,HYBRID,BELICAGO TAXI LLC
+2037,TOYOTA,CAMRY,2015,HYBRID,YETTDEL CORP.
+1957,FORD,ESCAPE,2012,HYBRID,TAXALE TAXI INC
+5996,TOYOTA,CAMRY,2016,HYBRID,U CAB INC
+33,TOYOTA,PRIUS,2015,HYBRID,BEBE VICTOR INC
+3769,TOYOTA,CAMRY,2014,HYBRID,CHARAFI TRANS INC
+2862,NISSAN,ALTIMA,2011,HYBRID,PIREAS TAXI CORP.
+4587,TOYOTA,CAMRY,2012,HYBRID,"CHICAGO CAB, INC. #1"
+6065,FORD,ESCAPE,2012,HYBRID,SNOWBLIND CAB CORP
+612,TOYOTA,COROLLA,2015,GASOLINE,DRAKE GLOBAL ENTERPRISES INC.
+3703,TOYOTA,PRIUS,2013,HYBRID,BOUALEM INC
+6076,TOYOTA,RAV4,2014,GASOLINE,SAIED A SARVINEHBAGHI
+3554,TOYOTA,PRIUS,2014,HYBRID,SANTORINI FOUR CAB CORP.
+2122,TOYOTA,PRIUS,2014,HYBRID,ALHAJ BROTHERS INC
+1,TOYOTA,CAMRY,2014,HYBRID,YC1 LLC
+1775,VPG,MV-1,2012,COMPRESSED,JULY CAB CORP.
+159,TOYOTA,CAMRY,2015,HYBRID,MCCAB VI CORP.
+5146,TOYOTA,PRIUS,2013,HYBRID,AMR CAB CORP.
+3342,TOYOTA,PRIUS,2014,HYBRID,SANTORINI SIX CAB CORP.
+1684,FORD,ESCAPE,2012,HYBRID,WNH TAXI CORP
+2034,TOYOTA,PRIUS,2014,HYBRID,CHICAGO MEDALLION ONE LLC.
+3870,DODGE,CARAVAN,2016,FLEX FUEL,ANDREW AND STEVEN CAB CORP.
+5447,TOYOTA,CAMRY,2014,HYBRID,5447 CAB CORPORATION
+3361,HYUNDAI,SONATA,2017,HYBRID,MAYFAIR CAB LLC
+3860,TOYOTA,CAMRY,2016,HYBRID,3860 TAXI CORP
+3550,TOYOTA,SIENNA,2019,GASOLINE,BATULA TAXI SERVICES LLC
+6664,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION ELEVEN L.L.C.
+2623,FORD,FUSION,2012,HYBRID,CORPORAL CAB CO
+6406,TOYOTA,PRIUS,2015,HYBRID,"BOLAKO, INC"
+3587,LINCOLN,MKZ,2013,HYBRID,ORANMONSE INC
+3825,TOYOTA,CAMRY,2012,HYBRID,SETARE INC.
+186,TOYOTA,COROLLA,2017,GASOLINE,MILES CAB CORP
+3303,TOYOTA,PRIUS,2014,HYBRID,RODAS CAB CO
+6346,TOYOTA,PRIUS,2014,HYBRID,TALOS CHICAGO INC.
+26,TOYOTA,PRIUS,2014,HYBRID,TIPTOM TOO INC
+1730,NISSAN,ALTIMA,2014,HYBRID,ANAYA TRANS INC
+1383,TOYOTA,CAMRY,2012,HYBRID,KANG CAB CORP
+5619,NISSAN,ALTIMA,2016,GASOLINE,MYSTIC ROOTS INC.
+2185,TOYOTA,PRIUS,2011,HYBRID,VEE-DOR CAB CO.
+1776,TOYOTA,CAMRY,2014,HYBRID,ELSTON EIGHTEEN LLC
+1607,FORD,ESCAPE,2012,HYBRID,LILLY CAB CORP
+1595,NISSAN,ALTIMA,2011,HYBRID,USAMA TRANS INC.
+1659,TOYOTA,CAMRY,2011,HYBRID,CASA BLANCA EXPRESS INC
+5558,TOYOTA,CAMRY,2014,HYBRID,ZEBA CAB CO
+2688,TOYOTA,PRIUS,2013,HYBRID,LUCKY 7 CAB COMPANY
+5274,TOYOTA,CAMRY,2014,HYBRID,SAAB TRANS INC
+2490,NISSAN,ALTIMA,2011,HYBRID,A B C CAB CO
+1035,TOYOTA,CAMRY,2015,HYBRID,NADJIB TRANS INC
+3371,TOYOTA,CAMRY,2017,HYBRID,MO-MONEY CAB CO
+5863,TOYOTA,PRIUS,2016,HYBRID,LUCKY SEVEN CHICAGO THREE INC.
+3711,TOYOTA,CAMRY,2015,HYBRID,"ARVP, LLC"
+5794,TOYOTA,SIENNA,2017,GASOLINE,FNB CORP
+4457,HYUNDAI,SONATA,2014,GASOLINE,RAMADA KHAIR INC
+5167,TOYOTA,SIENNA,2016,GASOLINE,5167 TAXI INC
+6748,TOYOTA,RAV4,2017,GASOLINE,NDIBEN INC
+5453,TOYOTA,CAMRY,2014,HYBRID,ARUBA & HUMAYUN INC.
+5763,TOYOTA,CAMRY,2013,HYBRID,AASHI CAB CORP.
+752,TOYOTA,CAMRY,2012,HYBRID,BADU COMPANY INC
+2815,TOYOTA,RAV4,2013,GASOLINE,2815 TAXI CORP
+4590,TOYOTA,CAMRY,2016,HYBRID,CASBAH CAB COMPANY
+250,VPG,MV-1,2012,COMPRESSED,GALA CAB CORP.
+6382,TOYOTA,CAMRY,2015,HYBRID,"SHUCHONA, CORP"
+1964,FORD,ESCAPE,2012,HYBRID,LIGHT BREEZE CAB CORP.
+5896,TOYOTA,PRIUS,2015,HYBRID,STR CAB CO
+1649,TOYOTA,RAV4,2020,HYBRID,SABAAH EXPRESS INC.
+5966,TOYOTA,CAMRY,2012,HYBRID,RIDEWAY CAB CO
+630,TOYOTA,PRIUS,2013,HYBRID,SUSAN CAB CORP.
+4510,TOYOTA,CAMRY,2013,HYBRID,P E P CAB CORP
+6335,TOYOTA,CAMRY,2015,HYBRID,ANDREW AND STEVEN CAB CORP.
+5967,TOYOTA,PRIUS,2012,HYBRID,RITEWAY CAB CO
+4184,TOYOTA,PRIUS,2012,HYBRID,KHAN CAB CO
+1313,TOYOTA,CAMRY,2019,HYBRID,CHICAGO MEDALLION SEVEN LLC.
+5754,TOYOTA,PRIUS,2013,HYBRID,UBI ES MAI INC
+4186,TOYOTA,CAMRY,2015,HYBRID,CHICAGO MEDALLION TWO LLC.
+1655,DODGE,CARAVAN,2016,GASOLINE,SILKY CAB CORP.
+1243,TOYOTA,CAMRY,2011,HYBRID,YC21 LLC
+3733,TOYOTA,PRIUS,2013,HYBRID,TAXI MEDALLION GROUPLLC-SERIESXVIII
+1309,TOYOTA,CAMRY,2015,HYBRID,HANA K. TENZIN INC
+3632,TOYOTA,COROLLA,2018,GASOLINE,SETARE INC.
+2838,TOYOTA,PRIUS,2013,HYBRID,FULL MOON CAB COMPANY
+6909,NISSAN,SENTRA,2019,GASOLINE,KALAVRITA CAB CORP
+199,TOYOTA,CAMRY,2012,HYBRID,OMERAGIC INC.
+6358,TOYOTA,RAV4,2014,GASOLINE,6358 TAXI CAB CORP.
+2578,TOYOTA,PRIUS,2014,HYBRID,SANTORINI FIVE CAB CORP.
+2796,FORD,C-MAX,2013,HYBRID,SANTORINI CAB CORP.
+1645,TOYOTA,RAV4,2018,GASOLINE,DORRY INC
+6534,TOYOTA,RAV4,2016,GASOLINE,SWEET JESUS TAXI CO.
+2396,DODGE     GRAND,CARAVAN,2012,GASOLINE,PERSISTENCE TAXI LLC
+6831,TOYOTA,CAMRY,2015,HYBRID,FILE ZANI CORP.
+5787,FORD,ESCAPE,2012,HYBRID,SLSJETS V CAB CORP.
+1080,TOYOTA,PRIUS,2015,HYBRID,YC18 LLC
+6438,TOYOTA,PRIUS,2012,HYBRID,"HABTOM, INC"
+6493,TOYOTA,CAMRY,2015,HYBRID,ASMARA INC
+3789,TOYOTA,CAMRY,2012,HYBRID,CHICAGO MEDALLION ONE LLC.
+5166,TOYOTA,CAMRY,2014,GASOLINE,MANZANAREZ INC
+4098,TOYOTA,RAV4,2018,HYBRID,S M K & A CAB CO
+800,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO X, INC."
+3744,TOYOTA,CAMRY,2013,HYBRID,AL-MEDINA CHICAGO INC
+5384,TOYOTA,CAMRY,2015,HYBRID,SMARTER CAB CO.
+4244,TOYOTA,COROLLA,2018,HYBRID,AFA TAXI INC.
+6022,TOYOTA,CAMRY,2013,HYBRID,ONE & ONLY TAXI SERVICE INC
+150,TOYOTA,CAMRY,2016,HYBRID,MCCAB VI CORP.
+35,TOYOTA,CAMRY,2014,HYBRID,AMUN TRANS INC.
+3425,HONDA,CRV,2014,GASOLINE,SOMOZA EDOUARD
+21,TOYOTA,PRIUS,2013,HYBRID,SHERAZ CORP
+3636,FORD,ESCAPE,2011,HYBRID,"CHICAGO POLO VI, INC."
+6311,TOYOTA,CAMRY,2013,HYBRID,S. F. Y. CAB CORP.
+4226,TOYOTA,CAMRY,2012,HYBRID,JAHAN INC
+270,TOYOTA,COROLLA,2019,GASOLINE,"ZOLI, INC."
+2082,TOYOTA,PRIUS,2012,HYBRID,KAZANLAK CAB CO
+1246,TOYOTA,CAMRY,2016,HYBRID,MK TAXI INC.
+203,FORD,ESCAPE,2012,HYBRID,FUNNY MONICA IN CHICAGO INC
+4621,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+3093,TOYOTA,SIENNA,2018,GASOLINE,NEW CITY CAB CORP
+880,DODGE     GRAND,CARAVAN,2014,FLEX FUEL,JEWEL CAB CORP.
+5066,TOYOTA,PRIUS,2014,HYBRID,JOTI CAB COMPANY
+2840,TOYOTA,CAMRY,2015,HYBRID,CHICAGO SKYLINE CAB CO.
+3446,DODGE,CARAVAN,2012,FLEX FUEL,LUNA TAXICAB INC.
+3754,TOYOTA,CAMRY,2013,HYBRID,HAFIZ BILAL EXPRESS INC.
+4101,NISSAN,ALTIMA,2011,HYBRID,GREENWICH CAB CORP.
+6006,TOYOTA,PRIUS,2015,HYBRID,6006 TAXI INC
+2236,TOYOTA,CAMRY,2014,HYBRID,"WADOOD, INC"
+5201,TOYOTA,PRIUS,2013,HYBRID,RIZQ CAB CO
+599,TOYOTA,CAMRY,2014,HYBRID,SERAFFIN INC.
+2350,TOYOTA,CAMRY,2015,HYBRID,K & K & H INC.
+5911,TOYOTA,RAV4,2018,HYBRID,MINASSE INC.
+1981,TOYOTA,CAMRY,2014,HYBRID,CHICAGO UNITED CAB CO
+2096,KIA,SOUL,2014,GASOLINE,SOON CAB CO
+2321,TOYOTA,CAMRY,2013,HYBRID,HUFFY & SUBBY CAB CO
+3058,TOYOTA,CAMRY,2014,HYBRID,WELCOME TAXICAB INC
+1333,TOYOTA,CAMRY,2016,HYBRID,1333 TAXI CORP
+6151,TOYOTA,PRIUS,2014,HYBRID,FLAG CAB CORP.
+4021,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIES XIV
+3561,TOYOTA,CAMRY,2015,HYBRID,"ENDWELL SERVICES, INC"
+6388,TOYOTA,CAMRY,2016,GASOLINE,ADAM CAB CO.
+5507,TOYOTA,PRIUS,2013,HYBRID,BISMILLAH I INC
+5339,TOYOTA,CAMRY,2017,HYBRID,CAB OF CHICAGO LLC
+4188,FORD,ESCAPE,2011,HYBRID,CHICAGO SEVEN INC
+2167,FORD,C-MAX,2013,HYBRID,TRIBECA TWO CAB CORP.
+1059,TOYOTA,CAMRY,2014,HYBRID,YC17 LLC
+6206,TOYOTA,RAV4,2017,HYBRID,MEMONA INC
+4793,TOYOTA,PRIUS,2014,HYBRID,BLUE EYES CAB CORP.
+5111,TOYOTA,PRIUS,2012,HYBRID,IRSHAN INC
+3743,FORD,C-MAX,2013,HYBRID,SANTORINI FIVE CAB CORP.
+3618,FORD,FUSION,2015,HYBRID,"KUKULU TRAVEL, INC."
+2972,TOYOTA,CAMRY,2011,HYBRID,RIZQ CAB CO
+6474,FORD,ESCAPE,2012,HYBRID,SNOWBLIND CAB CORP
+4893,TOYOTA,PRIUS,2013,HYBRID,SHEEBA CAB CO
+2465,TOYOTA,PRIUS,2014,HYBRID,SANTORINI TWO CAB CORP.
+2810,TOYOTA,CAMRY,2015,HYBRID,E & B EXPRESS CORP.
+2203,HYUNDAI,ELANTRA,2018,GASOLINE,NEMESIS CAB CORP.
+2390,TOYOTA,PRIUS,2013,HYBRID,JUHI INC
+1973,TOYOTA,CAMRY,2016,HYBRID,SHOTOR CAB CO
+6027,TOYOTA,COROLLA,2016,HYBRID,BYRON YABLON
+5124,TOYOTA,RAV4,2017,HYBRID,B AND C CAB CO
+4841,TOYOTA,SIENNA,2019,GASOLINE,ORE-OLUWA LLC
+3472,TOYOTA,CAMRY,2013,HYBRID,BIG M CAB CO
+4899,TOYOTA,CAMRY,2017,HYBRID,ABBAS 5 INC
+3780,NISSAN,SENTRA,2019,GASOLINE,CITY TAXI INC.
+666,TOYOTA,CAMRY,2014,HYBRID,666 ENTERPRISE INC.
+1551,TOYOTA,PRIUS,2013,HYBRID,ASHA CORP
+1920,TOYOTA,CAMRY,2015,HYBRID,BOULEVARD 1 CORP
+1482,TOYOTA,CAMRY,2011,HYBRID,DR KIM CAB CO
+5925,TOYOTA,CAMRY,2016,HYBRID,SEGEN TAXI CORP
+6188,TOYOTA,CAMRY,2014,HYBRID,CHOICE ENTERPRISE INC.
+3097,FORD,FUSION,2016,HYBRID,TAXI CAB INC
+2061,TOYOTA,PRIUS,2012,HYBRID,FOUNDATION TRANSIT INC.
+607,TOYOTA,RAV4,2014,GASOLINE,REGIS CAB COMPANY
+980,TOYOTA,CAMRY,2015,HYBRID,SHAH TAXI INC
+5398,TOYOTA,SIENNA,2018,GASOLINE,MEGASIS UNIVERSAL COMPANY INC
+866,TOYOTA,CAMRY,2012,HYBRID,MEDALLION FUNDING CHICAGO CORP II
+187,TOYOTA,RAV4,2014,GASOLINE,VOYTEK'S CAB CO
+2987,TOYOTA,PRIUS,2013,HYBRID,RANI TAXI CORP
+4015,TOYOTA,PRIUS,2012,HYBRID,ST MICHAEL CORP
+3785,TOYOTA,PRIUS,2014,HYBRID,MCCAB XVI CORP.
+1748,TOYOTA,SIENNA,2019,GASOLINE,"A.M. ""EBENEZER, INC"""
+1123,TOYOTA,CAMRY,2014,HYBRID,MAAZ CORP
+4421,TOYOTA,CAMRY,2016,HYBRID,NORTOWN EXPRESS INC.
+3827,TOYOTA,SIENNA,2020,GASOLINE,RESURRECTION TAXI INC
+2738,TOYOTA,RAV4,2018,HYBRID,ABBAS CAB CO.
+3506,TOYOTA,CAMRY,2016,HYBRID,"ALL AMERICAN CAB CO., INC."
+4882,FORD,ESCAPE,2012,HYBRID,"LUCKY SEVEN CHICAGO ONE, INC."
+3268,FORD,C-MAX,2013,HYBRID,SANTORINI TWO CAB CORP.
+3807,TOYOTA,PRIUS,2013,HYBRID,FAST CAB COMPANY
+4533,TOYOTA,CAMRY,2013,HYBRID,HELEN CAB CO.
+6499,HYUNDAI,ELANTRA,2018,GASOLINE,POSEIDON CAB CORP
+6765,TOYOTA,CAMRY,2013,HYBRID,CHICAGO CITY TAXICAB SERVICE INC
+2161,TOYOTA,CAMRY,2015,HYBRID,LALITA TAXI INC
+1109,TOYOTA,CAMRY,2014,HYBRID,ABADANI INC
+4620,VPG,MV-1,2012,COMPRESSED,MOISTURE II HACKING CORP.
+2436,VPG,MV-1,2012,COMPRESSED,"I & B MIDWEST ENTERPRISE, INC."
+5185,TOYOTA,CAMRY,2017,HYBRID,VICK EXPRESS INC
+1982,HYUNDAI,ELANTRA,2018,GASOLINE,CHICAGO CAB CORP.
+2763,TOYOTA,CAMRY,2012,HYBRID,P M HANIF CAB INC
+2904,TOYOTA,PRIUS,2013,HYBRID,Z & M RIDE INC
+3817,TOYOTA,CAMRY,2012,HYBRID,NIKIANA CORP
+2319,TOYOTA,PRIUS,2013,HYBRID,KNOWZ CAB CO
+1274,TOYOTA,CAMRY,2014,HYBRID,YC22 LLC
+1781,TOYOTA,CAMRY,2015,HYBRID,GOLDEN STOOL INC
+5098,TOYOTA,CAMRY,2016,HYBRID,KHANGURA CAB CORP
+3005,TOYOTA,CAMRY,2014,HYBRID,GRAND CAB COMPANY
+5561,TOYOTA,CAMRY,2013,HYBRID,LUNAR INC
+574,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO V, INC."
+6045,TOYOTA,CAMRY,2019,HYBRID,BISU-624 LTD
+5484,TOYOTA,RAV4,2016,HYBRID,SEMBEL CAB CORPORATION
+6794,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XVI, INC"
+6377,TOYOTA,CAMRY,2013,HYBRID,LAYA CAB CORP
+604,FORD,ESCAPE,2012,HYBRID,SUSAN CAB CORP.
+6495  CH,EVROLET,IMPALA,2013,FLEX FUEL,KIAMARS MATIN
+1603,TOYOTA,VENZA,2013,GASOLINE,RYAN CAB CO
+760,TOYOTA,RAV4,2020,HYBRID,LUXURY RIDES LLC
+6277,TOYOTA,PRIUS,2016,HYBRID,KAHIN CORP
+4282,TOYOTA,PRIUS,2015,HYBRID,KHANGURA CAB CORP
+2836,KIA,SOUL,2016,GASOLINE,BUKWANG YANG
+6760,TOYOTA,CAMRY,2016,HYBRID,ABU RAYYAN INC.
+3399,TOYOTA,PRIUS,2012,HYBRID,HAFFARY & BAIICHE CORP.
+119,TOYOTA,CAMRY,2013,HYBRID,"OLAMAXX, INC."
+2217,TOYOTA,CAMRY,2014,HYBRID,LEE G INC
+5818,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO VI, INC."
+2109,TOYOTA,PRIUS,2013,HYBRID,FOUNDATION TRANSIT INC.
+873,TOYOTA,SIENNA,2015,GASOLINE,CHITOWN CAB INC. #V
+1519,TOYOTA,PRIUS,2014,HYBRID,BIK INC.
+6531,TOYOTA,PRIUS,2013,HYBRID,JANDI INC.
+2214,TOYOTA,PRIUS,2013,HYBRID,LEMAJ INC
+6599,TOYOTA,PRIUS,2015,HYBRID,TAXI MEDALLION GROUP LLC SERIES III
+1183,TOYOTA,PRIUS,2014,HYBRID,"MALUFEN, INC."
+5249,KIA,SOUL,2016,GASOLINE,SAM CORP.  II
+4054,TOYOTA,CAMRY,2013,HYBRID,RED SHINE INC
+1699,TOYOTA,CAMRY,2013,HYBRID,SATTI INC
+2447,TOYOTA,PRIUS,2017,HYBRID,ROZY TAXI CAB INC
+608,TOYOTA,PRIUS,2019,HYBRID,OM CAB CORP.
+4698,TOYOTA,CAMRY,2014,HYBRID,MARYA CAB INC.
+5732,TOYOTA,COROLLA,2015,GASOLINE,COONS CAB CO
+235,TOYOTA,PRIUS,2016,HYBRID,BABY CAB CORP.
+2231,TOYOTA,CAMRY,2014,HYBRID,IYASSU INC
+643,TOYOTA,PRIUS,2011,HYBRID,PEACE INC.
+5822,TOYOTA,PRIUS,2013,HYBRID,"CAMISAM TRANS, INC."
+1013,TOYOTA,SIENNA,2019,GASOLINE,BENATHA TRANS INC
+6761,DODGE,GRANDCARAVAN,2015,GASOLINE,SALMA & YOUSEF CAB INC.
+556,TOYOTA,SIENNA,2018,GASOLINE,MCCAB XIV CORP.
+2549,TOYOTA,CAMRY,2016,HYBRID,"SIDDIQUI 7, INC."
+1276,TOYOTA,PRIUS,2012,HYBRID,CANAAN TRANSPORTATION INC
+226,FORD,ESCAPE,2012,HYBRID,BABY CAB CORP.
+24,TOYOTA,PRIUS,2013,HYBRID,SOPHIE TAXI LLC
+3815,FORD,ESCAPE,2012,HYBRID,GREEN EYES CAB CORP.
+1652,FORD,ESCAPE,2012,HYBRID,SNOWFALL II HACKING CORP
+762,TOYOTA,PRIUS,2014,HYBRID,HENRY AND MASHA CHICAGO CORP.
+2742,DODGE,CARAVAN,2013,FLEX FUEL,SHAYAN CAB CO
+2442,TOYOTA,PRIUS,2013,HYBRID,TAXALE TAXI INC
+3687,TOYOTA,CAMRY,2013,HYBRID,"PED 2, LLC"
+6819,FORD,FUSION,2014,HYBRID,NECT 10 LLC
+3386,NISSAN,ROGUE,2017,GASOLINE,BALEPO EXPRESS INC
+660,TOYOTA,SIENNA,2015,GASOLINE,RHD CAB CORP.
+804,TOYOTA,CAMRY,2016,HYBRID,FUTURE CAB CO
+3699,VPG,MV-1,2014,GASOLINE,CHICAB THREE INC.
+1224,TOYOTA,COROLLA,2018,GASOLINE,ARES CAB CORP.
+2986,TOYOTA,RAV4,2017,HYBRID,SOLIDARITY TAXI CORP
+1160,TOYOTA,PRIUS,2015,HYBRID,AL-MEDINA CHICAGO INC
+4164,FORD,ESCAPE,2012,HYBRID,REX 3 INC.
+1739,TOYOTA,CAMRY,2016,HYBRID,ISROLIZ CORPORATION
+6573,TOYOTA,PRIUS,2015,HYBRID,AWGET INC.
+3811,TOYOTA,PRIUS,2014,HYBRID,"CHICAGO CAB, INC. #1"
+6947,DODGE     GRAND,CARAVAN,2016,FLEX FUEL,EYAD CAB CO
+2977,TOYOTA,CAMRY,2014,HYBRID,RAM'S CAB CO
+5906,TOYOTA,SIENNA,2019,GASOLINE,AAA TRANS INC.
+1156,TOYOTA,CAMRY,2013,HYBRID,GSJ TAXI CO.
+632,TOYOTA,SIENNA,2020,GASOLINE,MARS ENTERPRISE INC. II
+1020,TOYOTA,CAMRY,2016,HYBRID,SUFIYAN I INC
+1741,FORD,C-MAX,2013,HYBRID,PECONIC TAXI LLC
+2163,TOYOTA,PRIUS,2012,HYBRID,CHICAB TWO INC
+3297,VPG,MV-1,2014,GASOLINE,"TAXI MEDALLION GROUP,LLC-SERIES V"
+5580,TOYOTA,CAMRY,2017,HYBRID,SUPER AMERICA CAB COMPANY
+4628,TOYOTA,CAMRY,2014,HYBRID,MUKI INC
+4103,TOYOTA,CAMRY,2011,HYBRID,G & A CAB CORP
+4744,TOYOTA,CAMRY,2011,HYBRID,ECHO CAB INC.
+2247,TOYOTA,SIENNA,2019,GASOLINE,MATTHEW'S TAXI CORP.
+1533,FORD,ESCAPE,2012,HYBRID,JAKE TRANSIT CO.
+5350,TOYOTA,SIENNA,2016,GASOLINE,ZALLOUM CAB COMPANY
+1184,TOYOTA,PRIUS,2016,HYBRID,LAGUWA INC
+2596,TOYOTA,PRIUS,2014,HYBRID,MARCO CAB CO
+1548,FORD,FUSION,2014,HYBRID,SNOWCAT TAXI LLC
+1469,TOYOTA,CAMRY,2013,HYBRID,LIAMODANTE CORP
+2151,TOYOTA,CAMRY,2012,HYBRID,GETWAY CAB CORP
+2757,TOYOTA,CAMRY,2013,HYBRID,SETARE INC.
+2179,FORD,C-MAX,2013,HYBRID,SHAAN BORICHA INC
+6002,TOYOTA,CAMRY,2017,HYBRID,BRANDON INC.
+4181,TOYOTA,PRIUS,2010,HYBRID,FARHAN TRANSPORTATION INC.
+4189,TOYOTA,PRIUS,2012,HYBRID,GEJA CAB CO
+1088,NISSAN,ROGUE,2016,GASOLINE,MIRANDA CAB CORPORATION
+153,TOYOTA,PRIUS,2013,HYBRID,GRASU CAB CORP.
+5026,TOYOTA,CAMRY,2014,HYBRID,"SURF & XMILIN, INC"
+5440,TOYOTA,CAMRY,2011,HYBRID,CENSAT TRANS INC
+1490,TOYOTA,CAMRY,2013,HYBRID,SHAHZAIB & ALI INC
+5658,TOYOTA,COROLLA,2017,GASOLINE,OLYMPIC EXPRESS CORP.
+1881,TOYOTA,PRIUS,2013,HYBRID,CHITOWN CAB INC. # III
+2294,FORD,ESCAPE,2014,GASOLINE,RONALDO F. CIFUENTES
+1817,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+564,TOYOTA,CAMRY,2011,HYBRID,CHA CHA JI CAB CO
+3867,FORD,FUSION,2014,HYBRID,T-BAR TAXI LLC
+3751,TOYOTA,SIENNA,2017,GASOLINE,"BSB TRANS, INC."
+6132,TOYOTA,CAMRY,2014,HYBRID,MY SUNSHINE TAXI INC
+3337,TOYOTA,CAMRY,2016,HYBRID,SAFI TAXI INC.
+2440,TOYOTA,CAMRY,2014,HYBRID,WILLA CAB CO.
+6153,TOYOTA,PRIUS,2015,HYBRID,MAI-BELLA INC
+2398,FORD,ESCAPE,2011,HYBRID,SHAN TRANSPORATION INC
+3334,TOYOTA,PRIUS,2014,HYBRID,SANTORINI SIX CAB CORP.
+100,TOYOTA,CAMRY,2015,HYBRID,MCCAB XX CORP.
+1694,FORD,ESCAPE,2012,HYBRID,SNOWFALL II HACKING CORP
+2993,TOYOTA,CAMRY,2013,HYBRID,JOZI CAB CO
+3904,TOYOTA,CAMRY,2012,HYBRID,CHICAGO-LOOP TAXI INC
+4856,TOYOTA,CAMRY,2012,HYBRID,ABDELKADER BOUABDALLAOUI
+954,TOYOTA,PRIUS,2014,HYBRID,CALL INC
+1157,FORD,C-MAX,2013,HYBRID,BLACK TAXI INC
+2135,FORD,C-MAX,2013,HYBRID,SAIL TAXI INC
+3287,DODGE     GRAND,CARAVAN,2012,FLEX FUEL,TAKPA CORP.
+3620,KIA,NIRO,2017,HYBRID,DAVID K CAB CO
+4678,TOYOTA,CAMRY,2014,HYBRID,TRIPS AND TIPS INC
+5721,TOYOTA,CAMRY,2016,HYBRID,LOMBARD CAB CO INC
+5494,TOYOTA,CAMRY,2013,HYBRID,NBA TAXI INC.
+5214,TOYOTA,CAMRY,2014,HYBRID,TAIWO FOLARIN
+3649,FORD,C-MAX,2015,HYBRID,PARTHENAN LLC
+4295,FORD,FUSION,2014,HYBRID,SNOWCAT TAXI LLC
+3665,FORD,ESCAPE,2012,HYBRID,TOULYATI CAB INC
+2459,HYUNDAI,ELANTRA,2018,GASOLINE,NEMESIS CAB CORP.
+4576,TOYOTA,CAMRY,2017,HYBRID,P.J.K.C. INC.
+4692,TOYOTA,PRIUS,2014,HYBRID,MR. TAXI INC.
+3566,TOYOTA,CAMRY,2014,HYBRID,STAR CAB CO.
+4430,TOYOTA,CAMRY,2012,HYBRID,MOHAMMED L. GADDI
+4640,FORD,FUSION,2014,HYBRID,SNOWCAT TAXI LLC
+1389,TOYOTA,CAMRY,2015,HYBRID,HAMIT ZANI CORP
+2028,KIA,SOUL,2018,GASOLINE,CHICAGO CAB CORP.
+5409,TOYOTA,CAMRY,2017,HYBRID,EAST WEST ENTERPRISES INC
+1270,TOYOTA,CAMRY,2013,HYBRID,HALABJAH INC.
+1072,TOYOTA,CAMRY,2016,HYBRID,ZAINA CAB CORPORATION
+3486,TOYOTA,CAMRY,2013,HYBRID,MANZO & SONS INC.
+6024,HYUNDAI,ELANTRA,2018,GASOLINE,POSEIDON CAB CORP
+4532,TOYOTA,SIENNA,2019,GASOLINE,IONION TAXI SERVICE INC
+2074,FORD,C-MAX,2013,HYBRID,PECONIC TAXI LLC
+4283,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION TWO LLC.
+2127,TOYOTA,CAMRY,2015,HYBRID,2 FATIMA INC
+5250,FORD,C-MAX,2013,HYBRID,M & S CAB CO
+6102,TOYOTA,CAMRY,2012,HYBRID,RUBA EXPRESS INC.
+2949,FORD,ESCAPE,2012,HYBRID,JULY CAB CORP.
+2381,TOYOTA,CAMRY,2013,HYBRID,THUKKA PADAN DAWA INC
+2324,TOYOTA,CAMRY,2014,HYBRID,SODHI CAB INC
+4683,TOYOTA,CAMRY,2012,HYBRID,4683 TAXI INC
+3766,TOYOTA,SIENNA,2019,GASOLINE,LISTERVEN INC
+1822,TOYOTA,CAMRY,2015,HYBRID,JUBILEE CAB CORP
+3348,TOYOTA,CAMRY,2016,HYBRID,HAFIZ BILAL EXPRESS INC.
+5224,TOYOTA,CAMRY,2018,HYBRID,CHICAGO TREASURERY INC
+3314,FORD,ESCAPE,2011,HYBRID,PEACE INC.
+4889,TOYOTA,CAMRY,2012,HYBRID,NOUREDINE CORP.
+1161,TOYOTA,CAMRY,2017,HYBRID,AFAN INC.
+5259,TOYOTA,PRIUS,2014,HYBRID,NATHAN & EYOAS CORP.
+4361,TOYOTA,RAV4,2017,HYBRID,MITTY TWO INC.
+3723,TOYOTA,CAMRY,2013,HYBRID,CHICAGO MEDALLION ONE LLC.
+6366,TOYOTA,PRIUS,2014,HYBRID,"CHICAGO POLO XIV, INC."
+1955,TOYOTA,PRIUS,2013,HYBRID,PARAMJIT ENTERPRISES INC
+4320,VPG,MV-1,2014,GASOLINE,"TAXI MEDALLION GROUP,LLC SERIES VII"
+5295,FORD,ESCAPE,2012,HYBRID,"LUCKY SEVEN CHICAGO ONE, INC."
+4004,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+2973,TOYOTA,CAMRY,2019,HYBRID,MC TAXI CORP
+1745,TOYOTA,SIENNA,2020,GASOLINE,SENEGAL TRANSIT INC.
+4487,TOYOTA,CAMRY,2016,HYBRID,MAIDANWAL TAXI INC.
+6538,TOYOTA,RAV4,2017,HYBRID,ALL BOUNDS TAXI CORP
+6520,TOYOTA,SIENNA,2020,GASOLINE,S K OHAMS LLC
+3668,TOYOTA,SIENNA,2018,GASOLINE,SHARFI CORP.
+5006,TOYOTA,HIGHLANDER,2014,GASOLINE,CONVENIENT CAB CO
+4067,TOYOTA,PRIUS,2014,HYBRID,LAIGHT TAXI CORP.
+3099,TOYOTA,CAMRY,2016,HYBRID,BIG CITY TAXI CORP.
+6067,TOYOTA,PRIUS,2013,HYBRID,MANAL INC
+127,TOYOTA,CAMRY,2016,GASOLINE,NOOR & NADA INC
+4658,FORD,ESCAPE,2012,HYBRID,HUMIDITY II HACKING CORP.
+3024,TOYOTA,SIENNA,2019,GASOLINE,"JBL EXPRESS II, INC."
+6291,FORD,ESCAPE,2012,HYBRID,SCORPION CAB CO.
+2882,TOYOTA,RAV4,2015,GASOLINE,S O S CAB COMPANY
+3954,TOYOTA,PRIUS,2014,HYBRID,"TAXI MEDALLION GROUP, LLC-SERIES XV"
+2516,TOYOTA,COROLLA,2015,GASOLINE,LUCKY 7 CAB COMPANY
+1884,TOYOTA,CAMRY,2016,HYBRID,FOLARIN GBOYEGA
+3601,TOYOTA,PRIUS,2014,HYBRID,SANTORINI SIX CAB CORP.
+6642,TOYOTA,PRIUS,2011,HYBRID,RAHEJA CORP.
+701,TOYOTA,RAV4,2018,HYBRID,FULANI INC
+4342,TOYOTA,CAMRY,2017,GASOLINE,NUMI INC.
+1257,DODGE,CARAVAN,2017,FLEX FUEL,RIVERSIDE CAB CORP
+3460,TOYOTA,COROLLA,2015,HYBRID,"ODUWOLE, INC"
+3466,TOYOTA,CAMRY,2012,HYBRID,KARACHI COLOR CORP
+4267,TOYOTA,CAMRY,2011,HYBRID,ANDAS CORPORATION
+776,TOYOTA,CAMRY,2015,HYBRID,SEVEN DAY CAB CO
+1369,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+237,DODGE,CARAVAN,2016,GASOLINE,IL 9 CORP
+431,TOYOTA,CAMRY,2012,HYBRID,MCCAB VII CORP.
+3627,TOYOTA,PRIUS,2014,HYBRID,LAKESHORE CCO INC.
+4488,TOYOTA,CAMRY,2013,HYBRID,FOUR SQUARE TAXI INC
+2603,TOYOTA,CAMRY,2014,HYBRID,CHICAGO SKYLINE CAB CO.
+6025,TOYOTA,COROLLA,2015,GASOLINE,SPENCER CAB CO
+224,TOYOTA,CAMRY,2016,HYBRID,BEDFORD CAB TWO CORP
+1663,TOYOTA,PRIUS,2013,HYBRID,STEFANIE AND ANDREW CAB CORP.
+4134,TOYOTA,CAMRY,2014,HYBRID,HOLLY BULL CAB CORP
+2170,TOYOTA,CAMRY,2014,HYBRID,FLAG CAB CORP.
+5102  CH,EVROLET,EQUINOX,2012,FLEX FUEL,LUIS FABARA
+2342,TOYOTA,CAMRY,2015,HYBRID,OAM INC
+1843,TOYOTA,RAV4,2018,GASOLINE,MYHATTONE SYSTEM INC
+5480,TOYOTA,CAMRY,2014,HYBRID,AAIMA CORP
+1302,TOYOTA,CAMRY,2011,HYBRID,CHICAGO MEDALLION SEVEN LLC.
+2450,TOYOTA,CAMRY,2014,HYBRID,RANGI CAB CO
+3483,TOYOTA,CAMRY,2016,HYBRID,AYACH INC
+6755,VPG,MV-1,2014,GASOLINE,"JOY CAB CO., INC."
+3966,TOYOTA,CAMRY,2013,HYBRID,QUEENS HACKING CORP.
+5413,TOYOTA,CAMRY,2015,HYBRID,MELIJAH INC.
+157,FORD,ESCAPE,2012,HYBRID,D & G CAB CORP
+3456,TOYOTA,CAMRY,2014,HYBRID,KAILASH TRANS INC
+1928,TOYOTA,PRIUS,2013,HYBRID,NEW AMSTERDAM LEASING CORP.
+4382,TOYOTA,CAMRY,2011,HYBRID,BALACH & SHATAJ CAB CO
+6299,TOYOTA,PRIUS,2014,HYBRID,RICHMOND CAB CO INC
+1203,TOYOTA,CAMRY,2013,HYBRID,OZITO CORP
+6215,FORD,ESCAPE,2011,HYBRID,CHICAGO TAXI INC
+1081,TOYOTA,CAMRY,2012,HYBRID,DRISS COMPANY
+2631,TOYOTA,CAMRY,2012,HYBRID,RAMIZ INC
+4843,TOYOTA,CAMRY,2014,HYBRID,WESTERN CAB CO
+2218,NISSAN,SENTRA,2019,GASOLINE,ANY CAB CORP.
+6649,NISSAN,ALTIMA,2011,HYBRID,JNR III INC.
+5725,TOYOTA,CAMRY,2013,HYBRID,CHICAGO METRO EXPRESS INC
+2084,TOYOTA,CAMRY,2016,HYBRID,VEGAS CORP
+4334,TOYOTA,PRIUS,2013,HYBRID,SEWIT EXPRESS INC
+2791,TOYOTA,CAMRY,2014,HYBRID,CHAUDHRY TAXICAB INC
+427,TOYOTA,SIENNA,2020,GASOLINE,"ASSYRIAN WHEELS, INC."
+309,FORD,FUSION,2014,HYBRID,CAPRICORN CAB INC
+5715,FORD,ESCAPE,2012,HYBRID,MILA AND MIKE INC
+962,TOYOTA,PRIUS,2014,HYBRID,MAMA FOUR CAB CORP.
+4996,TOYOTA,CAMRY,2017,HYBRID,AJKLSG & B.D. CORP. INC.
+2928,DODGE,CARAVAN,2012,FLEX FUEL,LEMAJ INC
+4022,NISSAN,ALTIMA,2011,HYBRID,GOLD COAST TRANSPORTATION INC
+437,TOYOTA,CAMRY,2014,HYBRID,MCCAB VIII CORP.
+3823,TOYOTA,CAMRY,2013,HYBRID,K.M.M. INC.
+5674,TOYOTA,COROLLA,2016,GASOLINE,QT&Q INC
+3316,TOYOTA,CAMRY,2016,HYBRID,ADEBIDAYEKUN INC
+1763,FORD,ESCAPE,2012,HYBRID,AUGUST CAB CORP.
+3617,TOYOTA,CAMRY,2015,HYBRID,CHICAGO 5 STAR TAXI CAB INC
+6823,TOYOTA,CAMRY,2016,HYBRID,FILE ZANI CORP.
+6961,DODGE     GRAND,CARAVAN,2016,FLEX FUEL,FAST CAB AND LIMO SERVICES INC
+777,TOYOTA,PRIUS,2016,HYBRID,"SHAUN LOVES CHICAGO, INC."
+2366,TOYOTA,SIENNA,2017,GASOLINE,NOWARMA INC.
+2743,TOYOTA,PRIUS,2014,HYBRID,STEVE JAKUPI
+2780,DODGE     GRAND,CARAVAN,2014,FLEX FUEL,G.G. TRANSIT CORP.
+4641,TOYOTA,SIENNA,2019,GASOLINE,M & M TAXI INC
+1078,TOYOTA,CAMRY,2014,HYBRID,MAM CAB CO
+2790,TOYOTA,CAMRY,2014,HYBRID,RANGI CAB CO
+1025,TOYOTA,CAMRY,2012,HYBRID,PRIME TAXI CORP.
+151,TOYOTA,CAMRY,2014,HYBRID,SAH CAB CORP.
+3014,TOYOTA,CAMRY,2016,HYBRID,MONITOR TAXI CORP
+368,FORD,FUSION,2013,HYBRID,TAURUS CAB INC
+1629,TOYOTA,CAMRY,2014,HYBRID,SARON TAXI CORP
+5337,TOYOTA,RAV4,2014,GASOLINE,SHABBIR ALIMOHAMMAD
+1307,DODGE,CARAVAN,2016,GASOLINE,"PED 1, LLC"
+4152,NISSAN,ALTIMA,2011,HYBRID,LEIPZIG TAXI LLC
+1466,TOYOTA,COROLLA,2018,GASOLINE,MILOS CAB CORP
+1253,TOYOTA,CAMRY,2012,HYBRID,SHAKIRA B. ZAIDI
+3548,TOYOTA,CAMRY,2016,HYBRID,3548 TAXI CORP
+1689,TOYOTA,CAMRY,2014,HYBRID,MICHAEL GIORGIS
+242,TOYOTA,RAV4,2015,GASOLINE,NABLUS CAB CO
+5365,TOYOTA,CAMRY,2014,HYBRID,BLESSING INC
+2260,TOYOTA,SIENNA,2019,GASOLINE,LINCOLN PARK EXPRESS INC
+2112,TOYOTA,CAMRY,2012,HYBRID,SAIM SARWAR CORP.
+1316,TOYOTA,RAV4,2017,GASOLINE,BHEROSAW CAB CORP
+4213,TOYOTA,CAMRY,2013,HYBRID,TOLIMA TAXI SERVICE INC
+4520,VPG,MV-1,2014,GASOLINE,IL 5 CORP.
+1040,TOYOTA,PRIUS,2014,HYBRID,BRANDON INC.
+3225,TOYOTA,CAMRY,2013,HYBRID,STEFANIE AND AUDREY CAB CORP.
+2486,TOYOTA,CAMRY,2012,HYBRID,KAHSAY CAB CORP.
+2311,DODGE,CARAVAN,2010,FLEX FUEL,SHOKABAGO CAB CO
+2561,TOYOTA,CAMRY,2011,HYBRID,A & L CAB CO
+903,TOYOTA,CAMRY,2012,HYBRID,MEDALLION FUNDING CHICAGO CORP II
+6727,HYUNDAI,ELANTRA,2018,GASOLINE,SAMOS CAB CORP
+4726,FORD,ESCAPE,2012,HYBRID,SCORPION CAB CO.
+5895,TOYOTA,CAMRY,2012,HYBRID,AIM TRANSPORTATION INC
+3465,TOYOTA,CAMRY,2014,HYBRID,AMIR EXPRESS INC
+1163,TOYOTA,CAMRY,2015,HYBRID,REMZIJE CEKA
+5806,DODGE,CARAVAN,2012,FLEX FUEL,RASHEED O SANYAOLU
+6719,FORD,ESCAPE,2012,HYBRID,BUNDY CAB CO. INC.
+5819,TOYOTA,CAMRY,2017,HYBRID,"MDT TRANS, INC."
+1872,FORD,ESCAPE,2012,HYBRID,AQUA ZONE CAB CO.
+1710,NISSAN,ALTIMA,2011,HYBRID,OCEANIS TAXI LTD
+2374,TOYOTA,CAMRY,2014,HYBRID,MY CHASE TAXI INC.
+4156,TOYOTA,CAMRY,2012,HYBRID,CHICAB THREE INC.
+6753,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 37
+4231,TOYOTA,CAMRY,2014,HYBRID,ALQUSH CORP.
+3082,TOYOTA,PRIUS,2016,HYBRID,CHARM CAB CORP.
+6565,TOYOTA,RAV4,2017,HYBRID,O'KSONS HOLDINGS COMPANY
+6089,FORD,ESCAPE,2012,HYBRID,"LUCKY SEVEN CHICAGO ONE, INC."
+1450,TOYOTA,PRIUS,2015,HYBRID,"TAXI MEDALLION GROUP, LLC - SERIES I"
+2237,TOYOTA,CAMRY,2013,HYBRID,PHASCO ONE INC
+1942,TOYOTA,SIENNA,2018,GASOLINE,"FLAZ LIMO AND TAXI, INC"
+6327,TOYOTA,PRIUS,2013,HYBRID,CHICAGO AUCTION CAB CO.
+4995,FORD,ESCAPE,2012,HYBRID,SLSJETS II CAB CORP.
+1544,TOYOTA,SIENNA,2020,GASOLINE,"FLAZ LIMO AND TAXI, INC"
+805,NISSAN,NV200,2015,HYBRID,"CHICAGO POLO V, INC."
+1954,TOYOTA,RAV4,2016,GASOLINE,ZONIC INC
+6460,TOYOTA,PRIUS,2011,HYBRID,FARHAN TRANSPORTATION INC.
+2736,TOYOTA,PRIUS,2013,HYBRID,"TAXI MEDALLION GROUP,LLC SERIES VII"
+311,FORD,ESCAPE,2012,HYBRID,D & G CAB CORP
+1085,TOYOTA,RAV4,2016,GASOLINE,N AND W CAB CO
+6636,FORD,ESCAPE,2012,HYBRID,LEEFON CORP.
+3660,TOYOTA,CAMRY,2013,HYBRID,SURINA CAB CO
+2287,TOYOTA,PRIUS,2016,HYBRID,K E J TAN CAB CO
+5179,TOYOTA,CAMRY,2013,HYBRID,AZZI EXPRESS INC.
+351,DODGE,CARAVAN,2016,FLEX FUEL,MCCAB XXIII CORP.
+3875,TOYOTA,PRIUS,2018,HYBRID,"ELEVEN STAR, INC"
+1251,TOYOTA,CAMRY,2014,HYBRID,JO JO CAB CO
+1459,FORD,ESCAPE,2012,HYBRID,JAKE TRANSIT CO.
+570,DODGE,CARAVAN,2017,FLEX FUEL,ZAKARNEH CAB CORP
+2124,TOYOTA,COROLLA,2017,HYBRID,"ALEXIS CAB CO., INC."
+2429,TOYOTA,PRIUS,2015,HYBRID,CELLULAR CAB CO
+6078,FORD,ESCAPE,2012,HYBRID,BROWN EYES CAB CORP.
+4491,TOYOTA,RAV4,2017,HYBRID,BARKA CAB CORP
+5578,TOYOTA,PRIUS,2015,HYBRID,KESHTI CAB CO
+3375,TOYOTA,CAMRY,2015,HYBRID,A V CAB CORP
+2341,TOYOTA,RAV4,2016,HYBRID,INSUMA INC.
+1669,TOYOTA,PRIUS,2016,HYBRID,SLSJETS IV CAB CORP.
+2811,FORD,ESCAPE,2012,HYBRID,JULY CAB CORP.
+3424,TOYOTA,CAMRY,2014,HYBRID,FURTUNA CAB CO
+5369,TOYOTA,CAMRY,2013,HYBRID,EXCEL CAB SERVICES INC
+2168,TOYOTA,CAMRY,2013,HYBRID,K BAKALOV CAB CO.
+611,TOYOTA,CAMRY,2014,HYBRID,HIMALAYA CORP
+4247,TOYOTA,SIENNA,2018,GASOLINE,MADITTO INC.
+3761,DODGE     GRAND,CARAVAN,2017,FLEX FUEL,TROJAN CAB CORP
+4127,TOYOTA,CAMRY,2015,HYBRID,EEL TAXI CORP.
+438,TOYOTA,CAMRY,2014,HYBRID,MCCAB VIII CORP.
+1210,TOYOTA,XB,2015,GASOLINE,AL RABEA CORP
+481,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+4284,DODGE,CARAVAN,2017,FLEX FUEL,RIVERSIDE CAB CORP
+5236,TOYOTA,CAMRY,2014,HYBRID,MAS TAXI INC
+3734,TOYOTA,CAMRY,2016,HYBRID,LAKAB INC.
+1977,TOYOTA,PRIUS,2017,HYBRID,A. S. INC. II
+1667,TOYOTA,PRIUS,2014,HYBRID,CCC CAB CORP
+360,TOYOTA,CAMRY,2014,HYBRID,IL 11 CORP
+6526,TOYOTA,CAMRY,2016,HYBRID,BHATTI TAXI INC
+3998,TOYOTA,SIENNA,2020,GASOLINE,"BOURGAS, CORP."
+5571,TOYOTA,SIENNA,2017,GASOLINE,ALLEN BALDWIN
+3304,NISSAN,SENTRA,2019,GASOLINE,ANY CAB CORP.
+5119,TOYOTA,CAMRY,2012,HYBRID,MOHAMMAD A. AHMED
+2335,TOYOTA,CAMRY,2013,HYBRID,BANGA CAB CO.
+6444,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XVI, INC"
+1223,TOYOTA,PRIUS,2015,HYBRID,NEXT GEN TAXI II INC
+515,FORD,ESCAPE,2012,HYBRID,TASEP LLC
+1261,TOYOTA,PRIUS,2015,HYBRID,ERENA TRANS INC
+4294,NISSAN,ALTIMA,2011,HYBRID,MODENA TAXI LLC
+1357,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+1143,FORD,C-MAX,2013,HYBRID,GRAPEVINE TAXI LLC
+6956,TOYOTA,SIENNA,2019,GASOLINE,OYE CORP.
+1816,TOYOTA,SIENNA,2016,GASOLINE,DEPOTE TRANSPORTATION INC
+6093,TOYOTA,CAMRY,2014,HYBRID,"BOLBLIK, INC."
+1962,TOYOTA,CAMRY,2014,HYBRID,KARY CAB COMPANY
+4176,TOYOTA,PRIUS,2013,HYBRID,IL 4 CORP.
+3851,TOYOTA,CAMRY,2016,HYBRID,SANG IN
+2280,TOYOTA,CAMRY,2012,HYBRID,BUDGET CAB CORP
+4440,DODGE,CARAVAN,2016,GASOLINE,SILKY CAB CORP.
+538,TOYOTA,CAMRY,2012,HYBRID,MCCAB VIII CORP.
+4003,TOYOTA,COROLLA,2018,HYBRID,GURU 1313 INC
+2671,TOYOTA,PRIUS,2013,HYBRID,SOPHIE TAXI LLC
+2393,DODGE,CARAVAN,2016,GASOLINE,JUHI INC
+6344,TOYOTA,SIENNA,2018,GASOLINE,MYNEWLOVE INC.
+4076,TOYOTA,CAMRY,2017,HYBRID,RED SEA EXPRESS INC
+3677,TOYOTA,PRIUS,2013,HYBRID,BO & PV CORP
+2731,TOYOTA,CAMRY,2013,HYBRID,JIMMY 53 TRANS INC
+2419,TOYOTA,CAMRY,2013,HYBRID,RAMALLA CAB CO
+4774,TOYOTA,SIENNA,2018,GASOLINE,MYKONOS CAB CORP.
+2896,TOYOTA,CAMRY,2013,HYBRID,SRHH INC
+1144,FORD,FUSION,2012,HYBRID,ALAN M PORETT
+6797,FORD,ESCAPE,2011,HYBRID,PAULA H CORP.
+595,TOYOTA,PRIUS,2014,HYBRID,SHIIL TRANSPORTATION CORP.
+5074,TOYOTA,PRIUS,2012,HYBRID,AHZMI INC
+6931,TOYOTA,CAMRY,2016,HYBRID,T.D. CAB COMPANY
+4697,KIA,OPTIMA,2015,HYBRID,CHICAGO STAR TAXICAB INC.
+2693,TOYOTA,PRIUS,2013,HYBRID,JEROME CAB CO
+838,TOYOTA,CAMRY,2016,HYBRID,BAZ CORP
+5431,TOYOTA,PRIUS,2015,HYBRID,SHOWTIME CAB CORP
+3064,TOYOTA,CAMRY,2010,HYBRID,RADIANT CAB CO INC
+261,HYUNDAI,ELANTRA,2018,GASOLINE,NEMESIS CAB CORP.
+1890,TOYOTA,SIENNA,2017,GASOLINE,ADAM VALI CAB INC
+6459,TOYOTA,CAMRY,2014,HYBRID,ALI PRINCE INC.
+2005,TOYOTA,RAV4,2017,HYBRID,ESQUEDA SERVICES INC
+1205,TOYOTA,CAMRY,2014,HYBRID,"WADOOD, INC"
+5632,TOYOTA,CAMRY,2012,HYBRID,ARELLANO CAB CORP
+5557,DODGE     GRAND,CARAVAN,2013,FLEX FUEL,LAGOS & NIGER EXPRESS CORP
+2148,TOYOTA,CAMRY,2011,HYBRID,"DERLY'S CAB CO., INC."
+5639,TOYOTA,PRIUS,2015,HYBRID,ANK CAB INC
+6952,DODGE     GRAND,CARAVAN,2012,FLEX FUEL,AKYOU CORPORATION
+2608,TOYOTA,PRIUS,2015,HYBRID,"TAXI MEDALLION GROUP,LLC-SERIES V"
+1897,HYUNDAI,ELANTRA,2018,GASOLINE,ZEUS CAB CORP.
+2012,TOYOTA,COROLLA,2017,GASOLINE,ITHAKA CAB CORP
+2377,TOYOTA,CAMRY,2017,GASOLINE,"LDU 10, CORP."
+3990,TOYOTA,PRIUS,2015,HYBRID,AXUM CORP
+5552,TOYOTA,CAMRY,2012,HYBRID,ZEEMAAN CORP.
+2152,TOYOTA,CAMRY,2014,HYBRID,G S BHATTI TAXI INC
+1361,FORD,ESCAPE,2012,HYBRID,BARBIE IN CHICAGO CAB CORP
+4116,HONDA,ODYSSEY,2016,GASOLINE,CHICAGO MEDALLION TWO LLC.
+6635,TOYOTA,CAMRY,2013,HYBRID,PJ CAB CO
+3730,TOYOTA,CAMRY,2016,HYBRID,CELEBRITY CHICAGO CORP.
+3776,TOYOTA,CAMRY,2015,HYBRID,ALEEM TRANS INC
+4602,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION FOUR LLC.
+2186,TOYOTA,PRIUS,2011,HYBRID,VEE-DOR CAB CO.
+2358,TOYOTA,CAMRY,2010,HYBRID,SHEZAN INC
+2894,NISSAN,QUEST,2017,GASOLINE,IMC CAB CORP
+1823,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC SERIES XIV
+1860,TOYOTA,PRIUS,2013,HYBRID,JANDI INC.
+6967,DODGE,CARAVAN,2017,FLEX FUEL,AANADIL INC
+5537,FORD,FUSION,2018,HYBRID,ADAMS TAXI LLC
+1457,TOYOTA,SIENNA,2018,GASOLINE,CHAND CAB CO
+2937,TOYOTA,PRIUS,2013,HYBRID,GILL TAXI COMPANY
+4036,TOYOTA,CAMRY,2012,HYBRID,PADO CAB INC.
+3311,TOYOTA,PRIUS,2013,HYBRID,AHMED VOHRA CAB CO.
+6639,TOYOTA,PRIUS,2016,HYBRID,DIAMOND JUBILEE ENT INC
+388,NISSAN,SENTRA,2019,GASOLINE,DEKA CAB CORP
+3305,FORD,TAURUS,2016,FLEX FUEL,CHICAGO RED WHITE CAB CO.
+5845,TOYOTA,CAMRY,2018,GASOLINE,"TAHIR Q RAZAVI, INC."
+4084,TOYOTA,COROLLA,2014,GASOLINE,GURIYA INC.
+3515,TOYOTA,CAMRY,2014,HYBRID,MAS TAXI INC
+2719,TOYOTA,CAMRY,2016,HYBRID,EUN CAB COMPANY
+6106,TOYOTA,CAMRY,2012,HYBRID,SCOTT F MADSON
+658,HYUNDAI,ELANTRA,2018,GASOLINE,ZEUS CAB CORP.
+2072,TOYOTA,CAMRY,2014,HYBRID,ADEBAYO FALETI
+6510,TOYOTA,PRIUS,2013,HYBRID,FAVEN CORP.
+5108,TOYOTA,CAMRY,2011,HYBRID,CHICAGO CAB 5108 CO.
+2210,TOYOTA,CAMRY,2016,HYBRID,SAGE TRANS INC
+3019,TOYOTA,CAMRY,2010,HYBRID,HERETIC INC
+2492,HYUNDAI,ELANTRA,2018,GASOLINE,PAROS CAB CORP.
+6621,TOYOTA,CAMRY,2014,HYBRID,NORTH KING CAB COMPANY
+5388,TOYOTA,CAMRY,2012,HYBRID,NEW CITY CAB CORP
+3987,TOYOTA,CAMRY,2016,HYBRID,VALIEASR TAXI CORP.
+3957,TOYOTA,COROLLA,2014,GASOLINE,BORHAN INC
+5981,TOYOTA,CAMRY,2014,HYBRID,ENGINEER'S CAB CORP
+1857,TOYOTA,CAMRY,2014,HYBRID,AKI EXPRESS INC.
+4059,TOYOTA,PRIUS,2013,HYBRID,SLSJETS V CAB CORP.
+2974,TOYOTA,CAMRY,2015,HYBRID,SHARIF INC
+304,TOYOTA,PRIUS,2014,HYBRID,IL 10 CORP
+4129,TOYOTA,PRIUS,2014,HYBRID,J & N TAXI INC.
+6325,TOYOTA,CAMRY,2017,HYBRID,BLISS TAXI INC.
+4638,TOYOTA,RAV4,2018,HYBRID,"RONEK, INC."
+1747,TOYOTA,SIENNA,2020,HYBRID,SENEGAL TRANSIT INC.
+4659,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION FOUR LLC.
+1996,VPG,MV-1,2012,COMPRESSED,LIGHT BREEZE CAB CORP.
+1255,TOYOTA,PRIUS,2016,HYBRID,YC21 LLC
+5196,VPG,MV-1,2012,COMPRESSED,JULY CAB CORP.
+1486,FORD,ESCAPE,2012,HYBRID,RAINSTORM II HACKING CORP.
+2439,TOYOTA,PRIUS,2016,HYBRID,SURANI INC
+2441,DODGE,CARAVAN,2016,FLEX FUEL,D. K. ENTERPRISES INC
+2453,TOYOTA,CAMRY,2015,HYBRID,HARKISHAN BHATTI
+2467,TOYOTA,CAMRY,2012,HYBRID,SUNSET TAXI CORP
+4667,TOYOTA,PRIUS,2013,HYBRID,BOMBAY TAXI SERVICE
+3708,TOYOTA,CAMRY,2014,HYBRID,SANTORINI THREE CAB CORP.
+231,TOYOTA,PRIUS,2016,HYBRID,BABY CAB CORP.
+4038,TOYOTA,CAMRY,2012,HYBRID,SUMAR INC
+5035,TOYOTA,PRIUS,2016,HYBRID,HEITOR G. GARCIA
+6417,FORD,ESCAPE,2012,HYBRID,GREEN EYES CAB CORP.
+3500,TOYOTA,PRIUS,2014,HYBRID,MUSA TAXI CORP
+222,TOYOTA,RAV4,2016,HYBRID,ANSONG TRANS INC
+4117,TOYOTA,PRIUS,2014,HYBRID,SENAIT MEBRAHTU
+4169,TOYOTA,CAMRY,2012,HYBRID,DENBENA INC
+2651,TOYOTA,PRIUS,2015,HYBRID,MEBRET CORP.
+2656,TOYOTA,PRIUS,2014,HYBRID,LYLE CAB COMPANY
+2105,TOYOTA,RAV4,2017,HYBRID,"ILIRIDA TRANS, INC."
+881,TOYOTA,PRIUS,2013,HYBRID,TEGORBA CAB CORP
+3654,TOYOTA,PRIUS,2012,HYBRID,CHADWICK CAPITAL CORP
+1101,FORD,ESCAPE,2011,HYBRID,HAFIZ CAB CORP
+4684,TOYOTA,PRIUS,2012,HYBRID,AQUARIUS CAB INC.
+5852,KIA,SOUL,2016,GASOLINE,CHICAGO MEDALLION FIVE LLC
+874,TOYOTA,SIENNA,2018,GASOLINE,TAXI ME INC
+949,TOYOTA,PRIUS,2014,HYBRID,GREENVALE TAXI LLC
+4693,TOYOTA,CAMRY,2012,HYBRID,PAPPU TRANS INC.
+2925,TOYOTA,PRIUS,2013,HYBRID,LEMAJ INC
+5229,FORD,ESCAPE,2011,HYBRID,PUNJAB CORP
+290,TOYOTA,SIENNA,2019,GASOLINE,ANALLAH CAB CO.
+1209,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO X, INC."
+1988,TOYOTA,CAMRY,2015,HYBRID,LINCOLNSHIRE SERVICE CORP.
+2169,TOYOTA,PRIUS,2012,HYBRID,KIMBERLY TAXI CO
+5717,TOYOTA,RAV4,2017,HYBRID,JORO CAB COMPANY INCORPORATED
+2774,TOYOTA,PRIUS,2013,HYBRID,RELAX CAB CO INC
+2784,TOYOTA,CAMRY,2014,HYBRID,DARLING CAB CO
+6329,TOYOTA,PRIUS,2014,HYBRID,"TAXI MEDALLION GROUP,LLC SERIESVIII"
+987,TOYOTA,PRIUS,2012,HYBRID,BLUE EYES CAB CORP.
+3243,DODGE,CARAVAN,2016,FLEX FUEL,SYED W AHMED
+2735,TOYOTA,RAV4,2020,HYBRID,MESSE & YAT INC
+2120,TOYOTA,RAV4,2016,GASOLINE,PAAKWASI INC
+53,FORD,FUSION,2014,HYBRID,MR TAXI 2 INC
+3674,TOYOTA,RAV4,2015,GASOLINE,DING DONG TAXICAB INC
+6362,TOYOTA,RAV4,2017,HYBRID,NASREEN CAB CO
+6810,TOYOTA,CAMRY,2017,GASOLINE,POKU TAXI CORP
+2174,TOYOTA,SCION,2013,GASOLINE,W & D CAB CO
+2407,TOYOTA,CAMRY,2013,HYBRID,SETARE INC.
+3259,TOYOTA,CAMRY,2016,HYBRID,JARAL CAB CO
+2265,TOYOTA,CAMRY,2014,HYBRID,JACOB ABRAHAM CAB CO
+3959,TOYOTA,PRIUS,2014,HYBRID,J K T CAB CO
+2235,VPG,MV-1,2014,GASOLINE,CHITOWN CAB INC. # III
+6199,TOYOTA,CAMRY,2013,HYBRID,NEEYAT CORP.
+4765,TOYOTA,PRIUS,2014,HYBRID,ASLI TAXI INC
+5512,TOYOTA,PRIUS,2013,HYBRID,JESSIE 1 INC.
+2747,DODGE     GRAND,CARAVAN,2012,FLEX FUEL,LEMAJ INC
+3899,TOYOTA,CAMRY,2014,HYBRID,GREAT WAYS TAXI INC
+4493,FORD,ESCAPE,2012,HYBRID,SNOWBLIND CAB CORP
+344,TOYOTA,CAMRY,2012,HYBRID,MCCAB XX CORP.
+997,FORD,ESCAPE,2012,HYBRID,PLAYING POLO IN CHICAGO INC
+3892,TOYOTA,PRIUS,2014,HYBRID,CHIMTAL INC.
+4014,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIES XIV
+2141,TOYOTA,PRIUS,2012,HYBRID,CHADWICK CAPITAL CORP
+3969,TOYOTA,RAV4,2016,GASOLINE,PEZHMAN CAB CO
+2630,TOYOTA,CAMRY,2015,HYBRID,MCCAB  IV CORP.
+3921,TOYOTA,CAMRY,2014,HYBRID,CHITOWN CAB INC # II
+589,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO V, INC."
+4671,TOYOTA,CAMRY,2013,HYBRID,I & F CAB CO.
+2830,TOYOTA,PRIUS,2012,HYBRID,HASEEB INC
+2860,TOYOTA,CAMRY,2014,HYBRID,A & Z CAB INC
+2980,TOYOTA,CAMRY,2017,HYBRID,CHICAGOS FIVE STAR EXPRESS INC
+4898,TOYOTA,CAMRY,2015,HYBRID,E & E TAXI COMPANY
+3809,TOYOTA,PRIUS,2015,HYBRID,JBL Express Inc.
+5382,TOYOTA,CAMRY,2016,HYBRID,D. K. CAB CO.
+262,TOYOTA,CAMRY,2016,GASOLINE,CHI-TOWN TAXI LLC
+5570,TOYOTA,CAMRY,2013,HYBRID,MECHID INC
+1455,TOYOTA,PRIUS,2014,HYBRID,ROSE TAXICAB INC
+1979,TOYOTA,PRIUS,2014,HYBRID,NEW MILLENNIUM INC. #1
+1330,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+2929,TOYOTA,CAMRY,2012,HYBRID,CLASSICAL CAB COMPANY
+4105,TOYOTA,CAMRY,2014,HYBRID,NOBLE TAXICAB INC.
+1414,TOYOTA,PRIUS,2013,HYBRID,MAI-BELLA INC
+3322,TOYOTA,CAMRY,2012,HYBRID,AKAL CAB COMPANY
+4034,TOYOTA,CAMRY,2013,HYBRID,CHICAGO MEDALLION ONE LLC.
+1800,TOYOTA,CAMRY,2014,HYBRID,AD & GIU EXPRESS CORP.
+6306,NISSAN,ALTIMA,2011,HYBRID,LEMAJ INC
+3994,TOYOTA,CAMRY,2017,HYBRID,RUMEX INC
+2646,TOYOTA,PRIUS,2013,HYBRID,LUCKY 7 CAB COMPANY
+183,FORD,ESCAPE,2012,HYBRID,KING EDWARD CAB CORP.
+2989,TOYOTA,CAMRY,2014,HYBRID,SHUMAILA CAB CO
+172,TOYOTA,PRIUS,2013,HYBRID,IL 8 CORP
+2991,TOYOTA,CAMRY,2013,HYBRID,KIM CAB INC
+6620,TOYOTA,CAMRY,2017,HYBRID,NORTH KING CAB COMPANY
+2499,HYUNDAI,ELANTRA,2018,GASOLINE,PAROS CAB CORP.
+5892,TOYOTA,CAMRY,2012,HYBRID,LAKEPOINT CAB CO
+3196,TOYOTA,RAV4,2018,HYBRID,ADDISU CAB CORPORATION
+6624,TOYOTA,CAMRY,2017,HYBRID,TAXI 4 YOU INC
+2285,TOYOTA,CAMRY,2013,HYBRID,S & A TRANSPORTATION
+2864,TOYOTA,CAMRY,2014,HYBRID,SKY TAXI INC
+3036,TOYOTA,COROLLA,2016,GASOLINE,LUCKY 7 CAB COMPANY
+843,DODGE     GRAND,CARAVAN,2016,GASOLINE,MCCAB IX CORP.
+3213,TOYOTA,CAMRY,2013,HYBRID,AKAL TRANSPORT CORP
+6419,TOYOTA,CAMRY,2012,HYBRID,ARBAB INC.
+3250,TOYOTA,SIENNA,2017,GASOLINE,SHOSHOO CAB INC.
+3273,TOYOTA,CAMRY,2016,HYBRID,K & Y CAB INC.
+1916,NISSAN,ALTIMA,2011,HYBRID,TOCCA TAXI LLC
+1297,TOYOTA,CAMRY,2014,HYBRID,ANNAFO INC
+4141,HONDA,CRV,2015,GASOLINE,"AMPONSAH, CORP."
+1583,TOYOTA,CAMRY,2013,HYBRID,ATTY CAB CO
+2597,TOYOTA,PRIUS,2013,HYBRID,RIDEWAY CAB CO
+4742,TOYOTA,CAMRY,2016,HYBRID,JUICY J INC
+2426,TOYOTA,CAMRY,2010,HYBRID,FARHAN TRANSPORTATION INC.
+3300,TOYOTA,CAMRY,2015,HYBRID,ROOTS SLICK INC.
+6295,TOYOTA,RAV4,2018,HYBRID,MUSSA CAB CORP.
+1786,TOYOTA,CAMRY,2015,HYBRID,ELSTON EIGHTEEN LLC
+3862,TOYOTA,CAMRY,2013,HYBRID,IL 4 CORP.
+6437,NISSAN,ALTIMA,2011,HYBRID,MEMON INC.
+2759,TOYOTA,SIENNA,2020,GASOLINE,FAZAL INC
+4896,DODGE     GRAND,CARAVAN,2014,FLEX FUEL,KING'S CORP
+3718,TOYOTA,PRIUS,2012,HYBRID,DURETI AND DERARTU INC
+4052,TOYOTA,PRIUS,2014,HYBRID,MASKAB INC
+792,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XI, INC."
+3623,TOYOTA,PRIUS,2015,HYBRID,ARRINGTON ENTERPRISES INC
+3942,TOYOTA,CAMRY,2019,HYBRID,HILAL EXPRESS LLC
+3192,TOYOTA,CAMRY,2012,HYBRID,BARBOSA INC
+1130,TOYOTA,PRIUS,2013,HYBRID,G. A. S. CAB CO
+4390,TOYOTA,SIENNA,2013,GASOLINE,SABREENA TAXI CO
+2352,TOYOTA,CAMRY,2013,HYBRID,NEXTGEN TAXI I INC
+2888,TOYOTA,PRIUS,2014,HYBRID,"LINCOLNSHIRE SERVICE II, CORP."
+4132,TOYOTA,CAMRY,2012,HYBRID,RUFINO RODRIGUEZ
+2006,NISSAN,SENTRA,2019,GASOLINE,CHARLES TAXI LLC
+3061,TOYOTA,CAMRY,2013,HYBRID,SUKHI ENTERPRISES INC.
+2997,TOYOTA,RAV4,2017,HYBRID,SPEEDY TAXI CORP
+2369,TOYOTA,CAMRY,2012,HYBRID,WHITE ROSE CHICAGO CORP
+6638,TOYOTA,CAMRY,2016,HYBRID,KHAN CAB CO
+4158,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+3664,TOYOTA,PRIUS,2012,HYBRID,LUXURY LINE TAXI CAB INC
+3706,TOYOTA,COROLLA,2017,GASOLINE,ITHAKA CAB CORP
+4229,TOYOTA,PRIUS,2015,HYBRID,OAM INC
+6548,TOYOTA,CAMRY,2014,HYBRID,"TUDA 4U, CORP."
+1918,TOYOTA,CAMRY,2014,HYBRID,HARRAH INC
+4195,NISSAN,ALTIMA,2011,HYBRID,IMOLA TAXI LLC
+1396,TOYOTA,SIENNA,2016,HYBRID,ALHAMDULILLAH INC.
+981,FORD,ESCAPE,2012,HYBRID,MAMA FOUR CAB CORP.
+5731,TOYOTA,CAMRY,2016,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 32"
+3983,TOYOTA,PRIUS,2018,HYBRID,SHAMKEREN INC
+4140,TOYOTA,PRIUS,2012,HYBRID,SALEH CAB CORP
+6525,TOYOTA,CAMRY,2014,HYBRID,BHATTI TAXI INC
+2159,NISSAN,SENTRA,2019,GASOLINE,DEKA CAB CORP
+3878,TOYOTA,COROLLA,2020,GASOLINE,SOTACHKA CORP
+1848,TOYOTA,PRIUS,2012,HYBRID,BEDFORD CAB CORP
+4447,NISSAN,ALTIMA,2011,HYBRID,BAYERN TAXI LLC
+1926,TOYOTA,PRIUS,2013,HYBRID,NICOLAE TOMA
+1308,TOYOTA,PRIUS,2016,HYBRID,YC22 LLC
+3085,TOYOTA,CAMRY,2014,HYBRID,3085 TAXI CORP.
+3545,TOYOTA,CAMRY,2013,HYBRID,KHAN CAB CO
+2938,TOYOTA,PRIUS,2014,HYBRID,SMC CAB CORP.
+140,TOYOTA,PRIUS,2015,HYBRID,MR TAXI 1 INC
+400,TOYOTA,CAMRY,2013,HYBRID,CHAUDHRY STARS INC
+5599,TOYOTA,CAMRY,2013,HYBRID,EXPERIENCE CHICAGO INC.
+5746,DODGE     GRAND,CARAVAN,2012,FLEX FUEL,PERSISTENCE TAXI LLC
+6497,TOYOTA,PRIUS,2011,HYBRID,FARHAN TRANSPORTATION INC.
+128,TOYOTA,PRIUS,2013,HYBRID,WALTUN BROTHERS INC.
+2165,TOYOTA,CAMRY,2014,HYBRID,VLAD CAB INC
+4222,TOYOTA,CAMRY,2014,HYBRID,4258 TAXI CORP.
+2884,TOYOTA,CAMRY,2013,HYBRID,SKY TAXI INC
+6372,TOYOTA,CAMRY,2019,HYBRID,RISING STAR CAB INC.
+1199,FORD,ESCAPE,2012,HYBRID,GREEN EYES CAB CORP.
+4250,TOYOTA,CAMRY,2014,HYBRID,IVONNE CAB CO INC
+1073,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XIV, INC."
+1774,TOYOTA,CAMRY,2016,HYBRID,SHEULISHERI EXPRESS INC
+1234,FORD,ESCAPE,2011,HYBRID,ASCEND INVESTMENTS INCORPORATED
+3451,TOYOTA,PRIUS,2014,HYBRID,IMC CAB CORP
+320,TOYOTA,COROLLA,2018,GASOLINE,GEMINI TAXI CORP
+20,TOYOTA,CAMRY,2015,HYBRID,HAMMEDOT INC
+3008,TOYOTA,CAMRY,2016,HYBRID,MIKA CAB CO INC
+3217,TOYOTA,PRIUS,2012,HYBRID,"EAGLE EXPRESS, INC."
+711,FORD,ESCAPE,2012,HYBRID,JZG TRANSIT CO.
+3538,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO X, INC."
+5840,TOYOTA,CAMRY,2010,HYBRID,ONYE-IBO CAB CO
+1795,TOYOTA,PRIUS,2013,HYBRID,VOHRA ENTERPRISES INC
+1983,TOYOTA,CAMRY,2014,HYBRID,IL 3 CORP.
+3634,TOYOTA,CAMRY,2018,HYBRID,BIG APPLE CAB TWO CO
+1760,FORD,ESCAPE,2010,HYBRID,M A SALAM CAB CO
+5426,TOYOTA,PRIUS,2014,HYBRID,AKUBA TRANSPORT INC
+1155,TOYOTA,SCION,2013,GASOLINE,CLODOMY SOUFFRANT
+5147,TOYOTA,PRIUS,2012,HYBRID,"I & B MIDWEST ENTERPRISE, INC."
+3608,TOYOTA,PRIUS,2013,HYBRID,"DAMAN TRANSIT, INC."
+5696,TOYOTA,PRIUS,2013,HYBRID,"CHICAGO CAB, INC. #1"
+3647,TOYOTA,CAMRY,2012,HYBRID,J J CHICAGO INC
+5161,TOYOTA,SCION,2014,GASOLINE,TABU TAXI CORP.
+4074,TOYOTA,CAMRY,2015,HYBRID,BUKHARI ENT INC.
+1444,TOYOTA,CAMRY,2013,HYBRID,BADJILMA TOMBOOUDA
+2188,TOYOTA,PRIUS,2013,HYBRID,ROADWAY INC
+2227,TOYOTA,CAMRY,2014,HYBRID,R & A CAB INC
+1576,TOYOTA,CAMRY,2015,HYBRID,POPO INC
+2942,NISSAN,SENTRA,2019,GASOLINE,ANY CAB CORP.
+820,TOYOTA,PRIUS,2011,HYBRID,MEDALLION FUNDING CHICAGO CORP II
+2312,TOYOTA,CAMRY,2017,HYBRID,SAMUEL WUBET TAMENE
+4030,NISSAN,ALTIMA,2011,HYBRID,TAXI FOR LESS INC
+5165,SCION,XB,2015,GASOLINE,PORTO CAB INC.
+1134,FORD,ESCAPE,2012,HYBRID,CRAZY JEFFREY CAB CORP
+2208,TOYOTA,PRIUS,2013,HYBRID,AMR CAB CORP.
+6194,TOYOTA,PRIUS,2016,HYBRID,U CAB INC
+3498,TOYOTA,CAMRY,2014,HYBRID,JUSTICE CAB CO
+1105,FORD,ESCAPE,2012,HYBRID,PLAYING POLO IN CHICAGO INC
+4168,TOYOTA,CAMRY,2016,HYBRID,E & B EXPRESS CORP.
+1002,TOYOTA,PRIUS,2014,HYBRID,CITY TRANS INC
+4706,TOYOTA,CAMRY,2016,HYBRID,EINOLHAYAT CORP
+2677,TOYOTA,CAMRY,2011,HYBRID,MCCAB X CORP.
+6183,TOYOTA,SIENNA,2020,GASOLINE,KHANI CORP
+6202,TOYOTA,PRIUS,2013,HYBRID,CHOICE ENTERPRISE INC.
+4566,TOYOTA,SIENNA,2019,GASOLINE,FDALA1 INC.
+1351,TOYOTA,CAMRY,2013,HYBRID,CHAUDHARY TRANS CO.
+2891,TOYOTA,CAMRY,2016,HYBRID,"HIRO CAB COMPANY, INC."
+1098,NISSAN,ALTIMA,2011,HYBRID,TAXI FOR LESS INC
+5581,TOYOTA,PRIUS,2013,HYBRID,AMRIT CAB CO.
+5010,TOYOTA,CAMRY,2015,HYBRID,BOK CAB CO
+3940,TOYOTA,COROLLA,2018,GASOLINE,WE CAB CO.
+4909,TOYOTA,PRIUS,2012,HYBRID,EDEN KELETA CAB CORP
+6271,TOYOTA,PRIUS,2012,HYBRID,BEDFORD CAB CORP
+1041,TOYOTA,CAMRY,2011,HYBRID,T & R CAB CO
+5490,TOYOTA,CAMRY,2011,HYBRID,STREETS OF CHICAGO TAXI CO
+1310,TOYOTA,CAMRY,2013,HYBRID,SUPERIOR CAB CO INC
+4736,TOYOTA,CAMRY,2015,HYBRID,INDUS CAB CO
+6196,TOYOTA,CAMRY,2016,HYBRID,U CAB INC
+2817,TOYOTA,PRIUS,2012,HYBRID,AMIR DAOOD
+2766,TOYOTA,PRIUS,2014,HYBRID,SOLIANA CORP
+1845,TOYOTA,PRIUS,2016,HYBRID,J & I CAB CORP
+210,DODGE,CARAVAN,2016,GASOLINE,IL 9 CORP
+6951,TOYOTA,SIENNA,2015,GASOLINE,BIG APPLE CAB TWO CO
+6121,TOYOTA,SIENNA,2017,GASOLINE,"FOUMBOT, INC."
+912,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+466,TOYOTA,CAMRY,2011,HYBRID,MCCAB XI CORP.
+600,TOYOTA,PRIUS,2014,HYBRID,SLSJETS III CAB CORP.
+4962,FORD,ESCAPE,2010,HYBRID,CHICAGO EXPRESS INC. II
+968,TOYOTA,PRIUS,2012,HYBRID,Z & M RIDE INC
+144,TOYOTA,CAMRY,2013,HYBRID,ADE'S ENTERPRISES INC
+6663,TOYOTA,CAMRY,2014,HYBRID,SST CAB CO
+2841,TOYOTA,CAMRY,2014,HYBRID,RIZQ CAB CO
+6913,DODGE,CARAVAN,2017,FLEX FUEL,BADIA INC
+164,TOYOTA,PRIUS,2014,HYBRID,IL 7 CORP
+41,FORD,ESCAPE,2012,HYBRID,NECT 19 LLC
+5387,TOYOTA,CAMRY,2013,HYBRID,SETARE 2 INC
+2115,HYUNDAI,SONATA,2015,GASOLINE,MAYFAIR CAB LLC
+4201,TOYOTA,CAMRY,2014,HYBRID,SUNFLOWER CAB CO.
+2411,TOYOTA,PRIUS,2013,HYBRID,BAZZI CAB COMPANY
+3909,TOYOTA,PRIUS,2014,HYBRID,"CHICAGO CITY TAXI, INC."
+3291,TOYOTA,PRIUS,2013,HYBRID,MIGUEL A. MANZO
+2831,TOYOTA,PRIUS,2012,HYBRID,MAZA CAB COMPANY
+2008,TOYOTA,CAMRY,2017,HYBRID,MONJI INC
+3676,TOYOTA,PRIUS,2014,HYBRID,SANIYA CAB CO.
+4498,TOYOTA,CAMRY,2017,HYBRID,AH KHAN CORPORATION
+4126,TOYOTA,CAMRY,2012,HYBRID,G & KAMAL INC
+4992,TOYOTA,CAMRY,2018,GASOLINE,J Y & S H INC
+54,TOYOTA,PRIUS,2013,HYBRID,TAXALE TAXI INC
+5014,TOYOTA,PRIUS,2014,HYBRID,CASBAH TRANS INC
+5040,DODGE,CARAVAN,2016,HYBRID,CHATHA ENTERPRISES INC
+5070,TOYOTA,PRIUS,2014,HYBRID,CHATHA ENTERPRISES INC
+5257,TOYOTA,SIENNA,2019,GASOLINE,BLUE NILES CAB CO
+6535,TOYOTA,CAMRY,2013,HYBRID,SARIMAAYAN CORP
+234,HONDA,CRV,2016,HYBRID,JNJJ.RASCON INC
+1376,TOYOTA,CAMRY,2013,HYBRID,ZEE SULTAN CORP
+4092,SCION,XB,2015,GASOLINE,OKIES CAB CORP.
+5662,TOYOTA,CAMRY,2016,HYBRID,RAHWA & BROS. CAB CO
+3266,TOYOTA,RAV4,2018,GASOLINE,AFABOLA INC
+2777,TOYOTA,CAMRY,2013,HYBRID,CATHY CAB CO
+4167,TOYOTA,CAMRY,2015,GASOLINE,CHICAGO MEDALLION TWO LLC.
+196,FORD,ESCAPE,2012,HYBRID,DAMMA CAB CORP
+37,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XIII, INC."
+5083,TOYOTA,SIENNA,2019,GASOLINE,AFISCO CORPORATION
+2224,TOYOTA,PRIUS,2013,HYBRID,"BOLAKO, INC"
+31,TOYOTA,PRIUS,2014,HYBRID,LBJ CAB CORP.
+4246,FORD,ESCAPE,2011,HYBRID,SLSJETS I CAB CORP.
+4501,TOYOTA,CAMRY,2016,HYBRID,CITI MOTORS INC.
+115,TOYOTA,CAMRY,2015,HYBRID,IL 7 CORP
+5246,KIA,SORENTO,2016,GASOLINE,SAVE RAINFORESTS INC
+2493,HYUNDAI,ELANTRA,2018,GASOLINE,PAROS CAB CORP.
+5524,TOYOTA,PRIUS,2013,HYBRID,DUKE'S 07 CORP.
+3767,TOYOTA,CAMRY,2016,HYBRID,MORAN TAXI INC
+3729,TOYOTA,PRIUS,2010,HYBRID,HATEF CAB CO.
+3484,TOYOTA,CAMRY,2014,HYBRID,DEVINDER S. RANGI INC
+4053,TOYOTA,CAMRY,2013,HYBRID,ADWAR H NIKOLA
+3560,TOYOTA,COROLLA,2016,GASOLINE,CORPORAL CAB CO
+384,TOYOTA,RAV4,2018,HYBRID,MASHAALLAH HNZ CORP
+2313,FORD,ESCAPE,2011,HYBRID,SHAHI INC
+1873,HYUNDAI,ELANTRA,2018,GASOLINE,POSEIDON CAB CORP
+848,TOYOTA,PRIUS,2015,HYBRID,CHI AIRPORTS LANDFLIGHT INC.
+4495,TOYOTA,CAMRY,2015,HYBRID,MORAN TAXI INC
+1834,FORD,ESCAPE,2012,HYBRID,TAXALE TAXI INC
+2531,TOYOTA,PRIUS,2012,HYBRID,ALI TAXI CORP.
+5045,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XVI, INC"
+1227,TOYOTA,CAMRY,2013,HYBRID,J J CHICAGO INC
+2302,TOYOTA,CAMRY,2014,HYBRID,AUJLA CAB CO
+2232,TOYOTA,PRIUS,2015,HYBRID,MASSAWA PORT CITY INC
+149,TOYOTA,CAMRY,2014,HYBRID,IL 7 CORP
+3651,TOYOTA,CAMRY,2014,HYBRID,DEGAN INC.
+5789,TOYOTA,CAMRY,2013,HYBRID,"JEHAN TRANS, INC."
+6085,TOYOTA,CAMRY,2013,HYBRID,CHICAGO SUPERSONIC CAB CORP
+5642,TOYOTA,CAMRY,2016,HYBRID,ASHRAF CORP
+1596,TOYOTA,PRIUS,2013,HYBRID,CHEVRON TAXI INC
+5920,FORD,ESCAPE,2012,HYBRID,SAWA TAXI CORP
+5276,TOYOTA,CAMRY,2014,HYBRID,IMC CAB CORP
+5907,TOYOTA,CAMRY,2019,HYBRID,DUA CAB CO
+4227,TOYOTA,PRIUS,2014,HYBRID,TRIBECA THREE CAB CORP.
+2500,HYUNDAI,ELANTRA,2018,GASOLINE,PAROS CAB CORP.
+2371,TOYOTA,PRIUS,2013,HYBRID,NEXTGEN TAXI I INC
+4359,TOYOTA,CAMRY,2016,HYBRID,"NORTHSIDE TAXI 4359, LLC"
+3437,TOYOTA,PRIUS,2013,HYBRID,"3437 TAXI, INC."
+1601,TOYOTA,CAMRY,2013,HYBRID,PUNJAB CORP
+251,FORD,FUSION,2012,HYBRID,M'ZAIR CAB INC
+535,TOYOTA,CAMRY,2014,HYBRID,DERYJES INC
+5686,TOYOTA,SIENNA,2019,GASOLINE,EFFISCO CORP
+2259,TOYOTA,RAV4,2018,HYBRID,"SHAPIRTA 1, CORP."
+6567,TOYOTA,CAMRY,2014,HYBRID,J J B B INC
+3722,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO IX, INC."
+1573,FORD,FUSION,2014,HYBRID,TAHITI TAXI LTD
+3018,TOYOTA,CAMRY,2016,HYBRID,"DERLY'S CAB CO., INC."
+1151,NISSAN,SENTRA,2019,GASOLINE,METRO GLOBAL INC
+3791,TOYOTA,PRIUS,2014,HYBRID,MACCAN INC
+5943,TOYOTA,CAMRY,2013,HYBRID,DUZO CAB CORPORATION
+978,TOYOTA,CAMRY,2014,HYBRID,CASABLANCA CORPORATION
+4248,TOYOTA,PRIUS,2013,HYBRID,IMC CAB CORP
+5177,DODGE,CARAVAN,2016,FLEX FUEL,N D Z 2 CORP.
+2976,TOYOTA,CAMRY,2013,HYBRID,BELL CAB CO
+2650,TOYOTA,CAMRY,2015,HYBRID,CRYSTAL EXPRESS INC.
+5343,TOYOTA,CAMRY,2013,HYBRID,RAMEESHA INC
+3905,VPG,MV-1,2016,GASOLINE,"KWAME, INCORPORATED"
+4569,TOYOTA,CAMRY,2014,HYBRID,NITA CORP
+3752,TOYOTA,PRIUS,2014,HYBRID,HARVIN CAB CO
+5510,TOYOTA,CAMRY,2018,GASOLINE,MIRACLE EXPRESS INC.
+2113,FORD,ESCAPE,2012,HYBRID,BROWN EYES CAB CORP.
+3549,TOYOTA,CAMRY,2016,HYBRID,GEORGE ATTO
+5427,TOYOTA,CAMRY,2013,HYBRID,MIRACLE EXPRESS INC.
+5472,TOYOTA,PRIUS,2014,HYBRID,AIRPORT EXPRESS CAB COMPANY
+917,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+5993,DODGE     GRAND,CARAVAN,2017,FLEX FUEL,FANTASTIC TAXI INC
+3764,TOYOTA,CAMRY,2019,HYBRID,"MUGHAL BROTHERS, INC."
+5134,TOYOTA,CAMRY,2013,HYBRID,"REMEMBER TAXI, INC."
+135,DODGE,CARAVAN,2016,FLEX FUEL,MCCAB XXIII CORP.
+3598,TOYOTA,PRIUS,2014,HYBRID,BELICAGO TAXI LLC
+17,TOYOTA,CAMRY,2017,HYBRID,F & F  1 TRANS INC
+5526,CHEVROLET,EQUINOX,2014,GASOLINE,BALD EAGLE LIMITED
+2456,FORD,ESCAPE,2012,HYBRID,"I & B MIDWEST ENTERPRISE, INC."
+5771,TOYOTA,CAMRY,2014,HYBRID,P NINO TRANS INC
+4264,TOYOTA,CAMRY,2017,HYBRID,T20 INC
+5536,TOYOTA,CAMRY,2013,HYBRID,SWAT EXPRESS INC
+1953,FORD,ESCAPE,2012,HYBRID,TAXALE TAXI INC
+590,TOYOTA,PRIUS,2012,HYBRID,"CHICAGO POLO XIII, INC."
+1448,TOYOTA,CAMRY,2014,HYBRID,S & R TAXI CO
+4760,TOYOTA,CAMRY,2016,HYBRID,"ELANNANI TRANS, INC"
+3416,TOYOTA,PRIUS,2013,HYBRID,KINGSLEY COFIE
+2291,TOYOTA,CAMRY,2016,HYBRID,AMADOR CAB CO
+2298,TOYOTA,PRIUS,2012,HYBRID,ONKAR CAB CO
+4112,TOYOTA,PRIUS,2012,HYBRID,WESMOLAND INC
+1390,TOYOTA,CAMRY,2013,HYBRID,MOON EXPRESS INC
+4104,TOYOTA,CAMRY,2010,HYBRID,SHAMILEE CAB CO
+3846,FORD,ESCAPE,2012,HYBRID,VIOLET ZONE CAB CO.
+1436,TOYOTA,SIENNA,2019,GASOLINE,LINCOLN PARK EXPRESS INC
+6334,TOYOTA,SIENNA,2019,GASOLINE,SAMTEX INC.
+5673,TOYOTA,CAMRY,2012,HYBRID,WON TAXI CAB CORP
+238,VPG,MV-1,2012,COMPRESSED,DAMMA CAB CORP
+4861,FORD,FUSION,2013,HYBRID,N'KAI TRANS INC
+2246,TOYOTA,PRIUS,2012,HYBRID,ORREGO CORPORATION
+6730,TOYOTA,COROLLA,2018,GASOLINE,ANTIPAROS CAB CORP
+3197,TOYOTA,CAMRY,2015,HYBRID,JUJU TAXI INC
+2466,TOYOTA,COROLLA,2018,GASOLINE,ARES CAB CORP.
+3938,FORD,ESCAPE,2012,HYBRID,VIOLET ZONE CAB CO.
+2653,TOYOTA,CAMRY,2016,HYBRID,MOONLIGHT TAXI SERVICE INC
+2357,TOYOTA,CAMRY,2012,HYBRID,SHEZAN INC
+5910,TOYOTA,COROLLA,2016,GASOLINE,SODHI CAB INC
+4057,TOYOTA,PRIUS,2012,HYBRID,BLUE STAR TAXICAB INC
+4859,TOYOTA,CAMRY,2015,HYBRID,HAMIT ZANI CORP
+3052,TOYOTA,CAMRY,2014,HYBRID,ACCURATE TAXI INC
+6960,TOYOTA,SIENNA,2019,GASOLINE,DWEBAN INC
+3818,TOYOTA,RAV4,2016,HYBRID,OKABS INC
+2639,TOYOTA,CAMRY,2015,HYBRID,CRYSTAL EXPRESS INC.
+2664,TOYOTA,CAMRY,2011,HYBRID,"GREENLINE TAXICAB, INC."
+236,TOYOTA,PRIUS,2012,HYBRID,IL 9 CORP
+5733,TOYOTA,SIENNA,2019,GASOLINE,TRUEDREAM MALAK TRANS INC
+1439,TOYOTA,CAMRY,2012,HYBRID,J.M. CAB CO.
+5284,TOYOTA,PRIUS,2014,HYBRID,"CORTANY 1 TRANS, INC."
+5736,KIA,SORENTO,2014,GASOLINE,DADA'S EXPRESS INC
+78,TOYOTA,SIENNA,2019,GASOLINE,ALBIE'S CORP.
+5765,TOYOTA,SCION,2015,GASOLINE,BRIGHT TAXICAB INC.
+1705,FORD,ESCAPE,2011,HYBRID,SNOWFALL II HACKING CORP
+1965,TOYOTA,CAMRY,2017,HYBRID,1965 TAXI LLC
+4870,TOYOTA,CAMRY,2016,HYBRID,HASAN ZANI CORP.
+4097,TOYOTA,PRIUS,2013,HYBRID,CHITOWN CAB INC. #IV
+1682,TOYOTA,SIENNA,2020,GASOLINE,CASA BLANCA EXPRESS INC
+4304,TOYOTA,CAMRY,2014,HYBRID,SEKHON CAB CO INC
+6469,TOYOTA,PRIUS,2012,HYBRID,TEDLA INC
+4315,TOYOTA,RAV4,2016,GASOLINE,SASIM INC.
+579,TOYOTA,CAMRY,2015,HYBRID,MPA CAB CO
+1332,FORD,ESCAPE,2012,HYBRID,KILLER DOG CAB CORP
+2469,TOYOTA,CAMRY,2014,HYBRID,BHATTI TAXI INC
+1944,TOYOTA,PRIUS,2014,HYBRID,LIGHT BREEZE CAB CORP.
+703,TOYOTA,CAMRY,2012,HYBRID,SAPNA CORPORATION
+870,TOYOTA,CAMRY,2015,HYBRID,"J WESLEY, CORPORATION"
+2293,TOYOTA,CAMRY,2012,HYBRID,"U-KEY, INC."
+3981,TOYOTA,PRIUS,2013,HYBRID,BOULEVARD CORP
+709,TOYOTA,COROLLA,2018,GASOLINE,NEMESIS CAB CORP.
+1614,FORD,C-MAX,2013,HYBRID,OIA CAB CORP.
+228,FORD,ESCAPE,2012,HYBRID,D & G CAB CORP
+5860,FORD,ESCAPE,2012,HYBRID,LUCKY SEVEN CHICAGO THREE INC.
+2681,TOYOTA,CAMRY,2016,HYBRID,MCCAB X CORP.
+2076,TOYOTA,PRIUS,2014,HYBRID,GOLEMI TRANS INC
+285,TOYOTA,CAMRY,2013,HYBRID,DANKUR INC.
+6034,TOYOTA,PRIUS,2012,HYBRID,ADIL & ZAINAB CORP
+6829,NISSAN,ALTIMA,2011,HYBRID,ALFA TAXI LLC
+4018,TOYOTA,PRIUS,2016,HYBRID,JIBICHO INC
+1340,TOYOTA,RAV4,2016,GASOLINE,SAMSOL INTERNATIONAL INC.
+4623,TOYOTA,CAMRY,2014,HYBRID,LEON CAB INC
+5843,TOYOTA,RAV4,2018,HYBRID,KHYBER EXPRESS INC
+5877,TOYOTA,CAMRY,2015,HYBRID,CHATHA ENTERPRISES INC
+1321,FORD,ESCAPE,2012,HYBRID,KILLER DOG CAB CORP
+3429,TOYOTA,SCION,2014,GASOLINE,ORANGE CAB CO
+6426,TOYOTA,CAMRY,2016,HYBRID,ALI BABBA EXPRESS INC.
+4387,TOYOTA,CAMRY,2012,HYBRID,LM CAB INC.
+3908,FORD,ESCAPE,2012,HYBRID,SLSJETS I CAB CORP.
+989,TOYOTA,CAMRY,2019,GASOLINE,SHAHID TAXI INC
+4749,TOYOTA,CAMRY,2014,HYBRID,SOS TWO INC.
+5905,TOYOTA,COROLLA,2020,HYBRID,OLYMPIA CAB CO
+2890,TOYOTA,CAMRY,2013,HYBRID,DHILLON CAB CORP
+5844,TOYOTA,PRIUS,2015,HYBRID,EDGAR INC
+6439,TOYOTA,CAMRY,2012,HYBRID,DANKUR INC.
+396,TOYOTA,PRIUS,2015,HYBRID,MCCAB XI CORP.
+2902,TOYOTA,CAMRY,2013,HYBRID,PJ CAB CO
+5973,TOYOTA,PRIUS,2014,HYBRID,AKS CAB CO
+5988,TOYOTA,CAMRY,2016,HYBRID,CHATHA ENTERPRISES INC
+3595,FORD,ESCAPE,2011,HYBRID,JULY CAB CORP.
+329,TOYOTA,CAMRY,2019,HYBRID,REHMAT CORP.
+2070,FORD,ESCAPE,2012,HYBRID,"LUCKY SEVEN CHICAGO, INC."
+4349,TOYOTA,SCION,2013,GASOLINE,BIRA GILL INC.
+4940,NISSAN,SENTRA,2019,GASOLINE,KALAVRITA CAB CORP
+2857,TOYOTA,CAMRY,2014,HYBRID,FAMILY EXPRESS INC.
+4319,NISSAN,SENTRA,2019,GASOLINE,METRO GLOBAL INC
+3946,FORD,ESCAPE,2012,HYBRID,J & I CAB CORP
+4574,TOYOTA,CAMRY,2013,HYBRID,NORTH KING CAB COMPANY
+2228,TOYOTA,CAMRY,2013,HYBRID,WINNEMAC TAXI CORP
+1858,TOYOTA,PRIUS,2014,HYBRID,AUGUST CAB CORP.
+4720,TOYOTA,SIENNA,2019,GASOLINE,"NAXOS TRANS, INC."
+3873,TOYOTA,CAMRY,2014,HYBRID,CHITOWN CAB INC # II
+2508,TOYOTA,CAMRY,2015,HYBRID,A1 CAB SERVICE LLC
+4341,TOYOTA,CAMRY,2016,HYBRID,SYED T FATEMI
+3614,TOYOTA,CAMRY,2014,HYBRID,HOLLY BULL CAB CORP
+3475,TOYOTA,CAMRY,2014,HYBRID,CIVIC CORP
+2773,TOYOTA,CAMRY,2014,HYBRID,JOZI CAB CO
+6674,TOYOTA,SIENNA,2016,GASOLINE,WARSAN CAB COMPANY
+1753,FORD,ESCAPE,2011,HYBRID,SLSJETS IV CAB CORP.
+3447,FORD,ESCAPE,2012,HYBRID,TIPTOM INC.
+4135,TOYOTA,PRIUS,2011,HYBRID,SARAH AND SAMIR CO.
+3333,TOYOTA,CAMRY,2013,HYBRID,KNOWTICA CAB CO
+4523,TOYOTA,SIENNA,2019,GASOLINE,HAZAL TRANSIT INC.
+4745,TOYOTA,RAV4,2017,HYBRID,FRONT LINE TAXI INCORPORATED
+5130,TOYOTA,PRIUS,2013,HYBRID,BAZZI CAB COMPANY
+6015,TOYOTA,PRIUS,2014,HYBRID,ZYLON EXPRESS INC
+2197,TOYOTA,CAMRY,2011,HYBRID,BERHANE HABTEMARIAM TAXI CO.
+3345,TOYOTA,CAMRY,2014,HYBRID,GS CAB CO.
+38,TOYOTA,SIENNA,2019,HYBRID,CAPITAL CROWN CAB LLC
+392,TOYOTA,CAMRY,2014,HYBRID,MCCAB XI CORP.
+6483,TOYOTA,PRIUS,2015,HYBRID,"FELEGA, INC."
+764,FORD,ESCAPE,2012,HYBRID,JZG TRANSIT CO.
+2953,TOYOTA,PRIUS,2013,HYBRID,ROADWAY INC
+6169,TOYOTA,CAMRY,2017,GASOLINE,MIGHTY CONCEPTS INC
+1902,TOYOTA,PRIUS,2018,HYBRID,"ARSLAN TRANS, INC."
+1537,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO V, INC."
+1190,TOYOTA,CAMRY,2013,HYBRID,CHICAGO DOWNTOWN CORP
+3497,TOYOTA,SCION,2013,GASOLINE,EDWARD Y MOHN
+4321,TOYOTA,CAMRY,2014,HYBRID,WESTERN CAB CO
+3802,TOYOTA,COROLLA,2015,GASOLINE,ITHAKA CAB CORP
+3589,TOYOTA,PRIUS,2014,HYBRID,CASBAH CAB COMPANY
+1195,TOYOTA,PRIUS,2014,HYBRID,JERRY & SEBLE CAB COMPANY
+374,FORD,ESCAPE,2012,HYBRID,GALA CAB CORP.
+4335,TOYOTA,PRIUS,2014,HYBRID,PARIKH ENTERPRISES II INC
+6098,TOYOTA,CAMRY,2017,HYBRID,NUMIDIA CO.
+4240,TOYOTA,CAMRY,2020,HYBRID,SHRESTHA TRANS INC
+888,TOYOTA,CAMRY,2015,HYBRID,MEDALLION FUNDING CHICAGO CORP IV
+667,FORD,ESCAPE,2012,HYBRID,SUSAN CAB CORP.
+2476,TOYOTA,PRIUS,2015,HYBRID,ANIS INC
+4985,TOYOTA,CAMRY,2018,GASOLINE,MIR HUSSAIN CAB CORP
+602,TOYOTA,CAMRY,2013,HYBRID,KWANG CAB INC
+4143,NISSAN,SENTRA,2019,GASOLINE,KALAVRITA CAB CORP
+1847,TOYOTA,CAMRY,2016,HYBRID,KASSEM CAB CO.
+1578,TOYOTA,PRIUS,2012,HYBRID,ONE CHATHA INC
+3264,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO VI, INC."
+3462,FORD,ESCAPE,2012,HYBRID,TIPTOM INC.
+6150,TOYOTA,PRIUS,2013,HYBRID,HOLY LAND CAB CO
+3895,TOYOTA,SIENNA,2015,GASOLINE,GILMART ENTERPRISES INC.
+6270,TOYOTA,CAMRY,2016,HYBRID,KE ASSOCIATES INC
+4545,TOYOTA,SIENNA,2019,GASOLINE,ALMOHAJEER INC
+1296,NISSAN,SENTRA,2019,GASOLINE,CHARLES TAXI LLC
+2868,TOYOTA,PRIUS,2013,HYBRID,"CIOCIU, INC."
+6124,TOYOTA,CAMRY,2015,HYBRID,OHARE-MIDWAY INC.
+6391,TOYOTA,COROLLA,2017,GASOLINE,ATHINA CAB CORP.
+6347,TOYOTA,CAMRY,2010,HYBRID,S.S.M.J. KHAN INC.
+3054,TOYOTA,PRIUS,2012,HYBRID,CHATHA CAB CO
+6337,TOYOTA,CAMRY,2014,HYBRID,NEXT GEN TAXI II INC
+1900,TOYOTA,SIENNA,2012,GASOLINE,TKL CAB INC.
+4366,TOYOTA,CAMRY,2015,HYBRID,CHICAGO MEDALLION THREE LLC.
+6586,TOYOTA,PRIUS,2013,HYBRID,AMRIT CAB CO.
+4343,TOYOTA,CAMRY,2015,HYBRID,SEKHON TRANSIT INC
+6129,TOYOTA,PRIUS,2015,HYBRID,NEPAL CAB CORP
+6158,TOYOTA,PRIUS,2015,HYBRID,ADULIS EXPRESS INC.
+3240,TOYOTA,CAMRY,2010,HYBRID,"TEDROS FAMILY, INC."
+6596,TOYOTA,CAMRY,2014,HYBRID,GAUHER INC
+6328,TOYOTA,PRIUS,2014,HYBRID,NANEFFE INC.
+620,FORD,ESCAPE,2012,HYBRID,DANIELLA CAB CORP.
+6543,TOYOTA,COROLLA,2020,GASOLINE,TRIPLE Z ENTERPRISES LLC
+2673,TOYOTA,CAMRY,2012,HYBRID,U S TAXI COMPANY
+94,TOYOTA,CAMRY,2019,HYBRID,RO. TAXI CORP.
+2601,TOYOTA,PRIUS,2017,HYBRID,"LUBNA, INC."
+6165,TOYOTA,PRIUS,2012,HYBRID,PEACE INC.
+5954,VPG,MV-1,2012,COMPRESSED,AUGUST CAB CORP.
+3576,TOYOTA,CAMRY,2014,HYBRID,CHICAGO CITY CAB CO
+6339,TOYOTA,PRIUS,2012,HYBRID,T & M TAXI CO
+6378,TOYOTA,CAMRY,2013,HYBRID,POTALA CAB COMPANY
+2877,TOYOTA,PRIUS,2015,HYBRID,EDEN CAB CO INC
+783,TOYOTA,CAMRY,2016,HYBRID,VJOSA CAB CO.
+811,FORD,ESCAPE,2012,HYBRID,"SHAUN LOVES CHICAGO, INC."
+5924,TOYOTA,PRIUS,2012,HYBRID,3860 TAXI CORP
+5028,HONDA,CRV,2013,GASOLINE,KPAAYAIN INC
+3721,TOYOTA,PRIUS,2014,HYBRID,SANTAMARIA EXPRESS INC.
+2889,TOYOTA,SIENNA,2020,GASOLINE,FIRST CHOICE TAXI LLC
+2728,TOYOTA,CAMRY,2014,HYBRID,SRS CAB INC
+1021,TOYOTA,PRIUS,2014,HYBRID,CHICAGO SEVEN INC
+6569,TOYOTA,PRIUS,2013,HYBRID,BURNEY INC
+4563,TOYOTA,PRIUS,2013,HYBRID,MALWA EXPRESS INC
+1777,TOYOTA,CAMRY,2014,HYBRID,"WADOOD, INC"
+4350,TOYOTA,PRIUS,2014,HYBRID,DEVINDER S. RANGI INC
+3531,NISSAN,ALTIMA,2011,HYBRID,DIANA MANAGEMENT LLC
+289,TOYOTA,PRIUS,2014,HYBRID,JOHNS CABS CORP.
+1738,TOYOTA,PRIUS,2016,HYBRID,KIRUBEL CORP
+6463,VPG,MV-1,2014,GASOLINE,SAPEX INC
+307,FORD,ESCAPE,2012,HYBRID,GYPSY CAB CORP.
+4738,DODGE,CARAVAN,2016,FLEX FUEL,CHICAGO MEDALLION FOUR LLC.
+844,FORD,ESCAPE,2012,HYBRID,"SHAUN LOVES CHICAGO, INC."
+5465,HYUNDAI,ELANTRA,2018,GASOLINE,ATHINA CAB CORP.
+3011,TOYOTA,PRIUS,2014,HYBRID,JBL CAB INC
+1987,TOYOTA,CAMRY,2012,HYBRID,BIBI CAB CO
+4905,TOYOTA,CAMRY,2016,HYBRID,FOMEAK INC
+110,TOYOTA,CAMRY,2011,HYBRID,CHAUDHRY STARS INC
+4680,FORD,ESCAPE,2012,HYBRID,BAROMETER II HACKING CORP.
+2939,HYUNDAI,SONATA,2014,HYBRID,MAYFAIR CAB LLC
+5255,TOYOTA,RAV4,2017,HYBRID,SIDISIE INC
+6648,TOYOTA,CAMRY,2014,HYBRID,R & J CAB CO
+5104,TOYOTA,CAMRY,2015,HYBRID,YESRAB CORP.
+4828,TOYOTA,CAMRY,2016,HYBRID,BOKE TRANS INC
+4277,TOYOTA,CAMRY,2012,HYBRID,TEJ CAB CO. INC.
+1495,TOYOTA,SIENNA,2015,GASOLINE,"FUNRIDE, INC."
+247,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+742,TOYOTA,PRIUS,2015,HYBRID,HAAEK CORP
+303,TOYOTA,COROLLA,2018,GASOLINE,MALTA CAB CORP
+2180,TOYOTA,PRIUS,2011,HYBRID,OZENA INC
+3518,TOYOTA,CAMRY,2016,HYBRID,QUETZAL TAXI CORPORATION
+6227,TOYOTA,CAMRY,2014,HYBRID,R & J CAB CO
+4845,TOYOTA,CAMRY,2016,HYBRID,AZMEER INC.
+4842,TOYOTA,PRIUS,2011,HYBRID,INACIO CORP.
+1452,TOYOTA,SIENNA,2018,GASOLINE,MILOS CAB CORP
+671,FORD,ESCAPE,2012,HYBRID,"TYLER CRAZY ABOUT CHICAGO, INC."
+5914,TOYOTA,CAMRY,2013,HYBRID,MAHAL CAB CO.
+181,TOYOTA,CAMRY,2014,HYBRID,MAVANI'S CAB CORP.
+5995,TOYOTA,CAMRY,2016,GASOLINE,THAM CAB CORP
+6317,TOYOTA,CAMRY,2013,HYBRID,MAHLEAT INC
+4352,TOYOTA,PRIUS,2012,HYBRID,PEACH CAPITAL CORP
+3504,TOYOTA,CAMRY,2014,HYBRID,J C PETERS INC
+3089,TOYOTA,CAMRY,2015,HYBRID,PETRUS CAB INC
+6544,TOYOTA,PRIUS,2013,HYBRID,ERI TRANS INC.
+1846,TOYOTA,CAMRY,2014,HYBRID,J K T CAB CO
+308,TOYOTA,COROLLA,2018,GASOLINE,MALTA CAB CORP
+1192,TOYOTA,CAMRY,2011,HYBRID,IFYDA CAB CO
+2619,FORD,FUSION,2012,HYBRID,WIL-MAR CAB CO
+318,FORD,ESCAPE,2012,HYBRID,YAHYA EXPRESS INC
+5630,TOYOTA,PRIUS,2013,HYBRID,PATHFINDER CORP
+6757,TOYOTA,CAMRY,2016,HYBRID,PRACHA CORP.
+4362,TOYOTA,CAMRY,2012,HYBRID,TAHIR'S CORP
+5797,TOYOTA,CAMRY,2010,HYBRID,H W FABER INC
+5429,TOYOTA,COROLLA,2017,GASOLINE,ESMERALDA CAB CO
+4007,HYUNDAI,SONATA,2015,GASOLINE,ROCAR CAB COMPANY INC
+2073,FORD,ESCAPE,2012,HYBRID,LULU FOUR INC
+2749,TOYOTA,CAMRY,2012,HYBRID,TRAVELERS CAB COMPANY
+1744,TOYOTA,CAMRY,2013,HYBRID,TRIPLE SA INC.
+2069,TOYOTA,CAMRY,2017,GASOLINE,ABDELHAFED AL-KHALAYLEH
+4314,TOYOTA,CAMRY,2014,HYBRID,SANGHA 1 CORPORATION
+5181,TOYOTA,CAMRY,2016,HYBRID,MCCAB X CORP.
+6296,FORD,ESCAPE,2012,HYBRID,CHICAGO POLO VII INC.
+3443,TOYOTA,CAMRY,2016,HYBRID,J J CHICAGO INC
+3558,TOYOTA,CAMRY,2014,HYBRID,K & I ENTERPRISES INC
+2416,TOYOTA,PRIUS,2013,HYBRID,AVENUE TRANSPORTATION INC
+2239,TOYOTA,CAMRY,2014,HYBRID,T.K. BLAGOEV & CO INC
+1690,TOYOTA,PRIUS,2016,HYBRID,GRACE TRANS INC.
+4958,FORD,ESCAPE,2012,HYBRID,"LUCKY SEVEN CHICAGO TWO, INC."
+910,TOYOTA,PRIUS,2013,HYBRID,CHICAGO SEVEN INC
+1060,TOYOTA,CAMRY,2016,HYBRID,HORIZON CAB CO.
+5100,TOYOTA,CAMRY,2012,HYBRID,KHAN CAB CO
+2193,FORD,FUSION,2018,HYBRID,MAYFAIR CAB LLC
+2114,TOYOTA,PRIUS,2011,HYBRID,FIRST CIVIC CORP
+4378,TOYOTA,CAMRY,2013,HYBRID,D.H. CAB CO
+3400,TOYOTA,CAMRY,2015,HYBRID,3400 CAB CORP.
+86,TOYOTA,CAMRY,2014,HYBRID,MCCAB XX CORP.
+2979,TOYOTA,CAMRY,2013,HYBRID,ASSYA CAB CO
+5298,TOYOTA,CAMRY,2015,HYBRID,KAALA JUTT CAB COMPANY
+2330,TOYOTA,PRIUS,2016,HYBRID,MR. TAXI INC.
+5149,TOYOTA,CAMRY,2013,HYBRID,GILL TAXI COMPANY
+1706,TOYOTA,CAMRY,2014,HYBRID,AL-QAMAR ENTERPRISES INC.
+2355,TOYOTA,PRIUS,2017,HYBRID,AL-MEDINA TAXI INC
+3995,TOYOTA,CAMRY,2013,HYBRID,ELIAS TAXI I LLC
+2195,TOYOTA,CAMRY,2013,HYBRID,RAHMAN CAB INC
+1956,DODGE,GRANDCARAVAN,2012,GASOLINE,BOULEVARD 2 CORP
+2869,CHEVROLET,IMPALA,2014,GASOLINE,M.R.M. CORP
+1248,TOYOTA,PRIUS,2013,HYBRID,BIG APPLE CAB ONE CO.
+2594,TOYOTA,COROLLA,2020,HYBRID,ABAZA TRANS INC
+4394,TOYOTA,PRIUS,2012,HYBRID,KELLY CAB CO
+3503,TOYOTA,SIENNA,2017,GASOLINE,HANIFA A. GODER
+5812,TOYOTA,CAMRY,2013,HYBRID,ADRIAN CAB CO.
+4381,TOYOTA,COROLLA,2017,COMPRESSED,SAMI CAB CORP
+2543,FORD,FUSION,2014,HYBRID,SNOWCAT TAXI LLC
+3911,FORD,ESCAPE,2012,HYBRID,VIOLET ZONE CAB CO.
+1726,TOYOTA,SIENNA,2019,GASOLINE,ALBERT B ABRAHIM
+1562,FORD,FUSION,2014,HYBRID,CASTAWAYS CAB LTD
+349,DODGE,GRANDCARAVAN,2013,GASOLINE,STARLIGHT TAXI CORP
+280,TOYOTA,COROLLA,2016,GASOLINE,GARBACZ INC
+4375,TOYOTA,CAMRY,2016,GASOLINE,ALEXANDER THE GREAT EXPRESS INC
+1480,TOYOTA,PRIUS,2014,HYBRID,"FIERI, CORP"
+4811,TOYOTA,CAMRY,2014,HYBRID,MATA CAB CO
+1153,TOYOTA,CAMRY,2014,HYBRID,ROYA CAB CO
+5635,TOYOTA,CAMRY,2014,HYBRID,HYUN DAI TAXI CAB INC
+1418,TOYOTA,CAMRY,2016,HYBRID,SUSU TAXI INC
+991,TOYOTA,CAMRY,2013,HYBRID,CHICAGO MEDALLION SEVEN LLC.
+5610,TOYOTA,SIENNA,2017,GASOLINE,AMONICUS UNIVERSAL INC
+2829,TOYOTA,PRIUS,2016,HYBRID,JULY CAB CORP.
+3016,TOYOTA,SIENNA,2019,GASOLINE,DRAKE GLOBAL ENTERPRISES INC.
+4588,TOYOTA,CAMRY,2012,HYBRID,JBL Express Inc.
+6239,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XVII, INC"
+2833,TOYOTA,PRIUS,2013,HYBRID,CHIEFY CAB CO
+2286,TOYOTA,PRIUS,2014,HYBRID,SOPHIA CORP
+4846,TOYOTA,PRIUS,2014,HYBRID,"JAZZY GILL, INC."
+6340,TOYOTA,RAV4,2016,HYBRID,KINGDOM TRANSPORT INC.
+2364,VPG,MV-1,2012,COMPRESSED,"LUCKY SEVEN CHICAGO ONE, INC."
+1841,TOYOTA,RAV4,2016,HYBRID,AGARTHA M. BAFFOUR
+2737,TOYOTA,PRIUS,2013,HYBRID,AUGUST CAB CORP.
+3489,TOYOTA,CAMRY,2015,HYBRID,ULTRA INVESTMENT CORP
+3048,FORD,ESCAPE,2012,HYBRID,BROWN EYES CAB CORP.
+4402,TOYOTA,CAMRY,2017,HYBRID,TOUFIK CAB CO.
+346,TOYOTA,CAMRY,2014,HYBRID,JIN CAB CORP I
+1218,TOYOTA,SIENNA,2020,GASOLINE,KYEREMAACHAKUS INC
+4427,TOYOTA,CAMRY,2013,HYBRID,CHICAGO MEDALLION THREE LLC.
+5422,TOYOTA,PRIUS,2016,HYBRID,"LUCKY SEVEN CHICAGO TWO, INC."
+5319,VPG,MV-1,2012,COMPRESSED,"CHICAGO POLO VIII, INC."
+450,TOYOTA,PRIUS,2012,HYBRID,MUDI CAB CO.
+4401,DODGE,CARAVAN,2013,FLEX FUEL,FEMDOT INC
+2089,TOYOTA,COROLLA,2017,HYBRID,HANZILA KHAN INC.
+3747,TOYOTA,PRIUS,2014,HYBRID,COHEN CAB CORP.
+176,TOYOTA,CAMRY,2014,HYBRID,POLO TAXI CAB INC
+1112,TOYOTA,COROLLA,2017,COMPRESSED,NATURAL GASPETANI CAB CORP
+1370,TOYOTA,PRIUS,2015,HYBRID,KARAM CORP
+1240,TOYOTA,PRIUS,2012,HYBRID,CHITOWN CAB INC. #IV
+2609,TOYOTA,CAMRY,2015,HYBRID,SPARTAN CAB CO
+2958,TOYOTA,PRIUS,2014,HYBRID,"RSN 3, CORP"
+355,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+6524,TOYOTA,CAMRY,2013,HYBRID,"SENAYT CAB, CO."
+6374,TOYOTA,CAMRY,2017,HYBRID,MARIZA TAXI CORP
+4408,TOYOTA,CAMRY,2014,HYBRID,ELSTON ELEVEN LLC
+6019,TOYOTA,CAMRY,2014,HYBRID,FOUAZ INC
+2690,FORD,FUSION,2016,GASOLINE,LUCKY 7 CAB COMPANY
+5708,TOYOTA,PRIUS,2013,HYBRID,EDEN KELETA CAB CORP
+6962,TOYOTA,SIENNA,2019,GASOLINE,CHITOWNCABBIE INC.
+3329,TOYOTA,PRIUS,2012,HYBRID,SAVANAH TAXI INC
+606,FORD,ESCAPE,2012,HYBRID,SLSJETS III CAB CORP.
+5710,FORD,ESCAPE,2012,HYBRID,SLSJETS V CAB CORP.
+3094,TOYOTA,CAMRY,2016,GASOLINE,G L B CAB CO
+4578,TOYOTA,PRIUS,2013,HYBRID,KIRYAKOS CORP
+6290,TOYOTA,SIENNA,2017,GASOLINE,"IRKLENAR, INC."
+6740,TOYOTA,PRIUS,2013,HYBRID,KRUSHA & ANERI INC.
+1211,TOYOTA,CAMRY,2019,HYBRID,YC20 LLC
+1584,FORD,ESCAPE,2012,HYBRID,SLSJETS I CAB CORP.
+4703,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO IX, INC."
+5482,VPG,MV-1,2014,GASOLINE,"TAXI MEDALLION GROUP,LLC SERIESVIII"
+5994,TOYOTA,COROLLA,2019,GASOLINE,HUKAM TRANSIT INC
+3396,TOYOTA,PRIUS,2015,HYBRID,TAXI MEDALLION GROUP LLC SERIES II
+3781,TOYOTA,SIENNA,2019,HYBRID,TAXSI CORP
+5404,TOYOTA,CAMRY,2015,HYBRID,STGERI CAB CORP
+5271,TOYOTA,CAMRY,2016,GASOLINE,MANAL & NAHLA CAB CO
+1005,TOYOTA,RAV4,2016,GASOLINE,HIGHWAY CAB CO
+2281,FORD    CROWN,VICTORIA,2011,FLEX FUEL,SHERRY CAB CO INC
+6626,TOYOTA,CAMRY,2013,HYBRID,VISTA CAB CO
+3949,TOYOTA,CAMRY,2014,HYBRID,AL-MEDINA ENTERPRISES INC.
+2018,NISSAN,NV200,2015,HYBRID,SLSJETS IV CAB CORP.
+2948,TOYOTA,SIENNA,2012,GASOLINE,GLED CAB CO
+3557,TOYOTA,CAMRY,2014,HYBRID,SHAHIDA INC
+5990,TOYOTA,CAMRY,2012,HYBRID,SHURMA INT'L LIMITED
+3772,TOYOTA,PRIUS,2013,HYBRID,AT HANIBBOC INC.
+1722,TOYOTA,CAMRY,2014,HYBRID,RKJ CAB CO
+279,TOYOTA,PRIUS,2012,HYBRID,IL 10 CORP
+4271,TOYOTA,PRIUS,2012,HYBRID,BOULEVARD 1 CORP
+1086,TOYOTA,CAMRY,2013,HYBRID,LMBK HOLDING CORP.
+4651,FORD,ESCAPE,2012,HYBRID,HUMIDITY II HACKING CORP.
+3163,NISSAN,SENTRA,2019,GASOLINE,BARROW TAXI LLC
+2957,TOYOTA,CAMRY,2013,HYBRID,SYED M ZAIDI
+1132,TOYOTA,CAMRY,2014,HYBRID,"AR & SONS, INC."
+2130,TOYOTA,PRIUS,2013,HYBRID,SIAM INCORPORATED I
+1111,FORD,ESCAPE,2012,HYBRID,CRAZY JEFFREY CAB CORP
+233,TOYOTA,CAMRY,2015,HYBRID,"BOLBLIK, INC."
+2843,TOYOTA,CAMRY,2016,HYBRID,1 SUPER STAR CAB CO
+1358,TOYOTA,PRIUS,2014,HYBRID,TEZ CAB CO
+2485,DODGE,CARAVAN,2017,HYBRID,RIDGEVIEW CAB CORP.
+36,TOYOTA,PRIUS,2012,HYBRID,TIPTOM TOO INC
+1978,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+2013,TOYOTA,PRIUS,2012,HYBRID,D. K. ENTERPRISES INC
+1336,TOYOTA,CAMRY,2015,HYBRID,SAIYED CAB CO
+3684,TOYOTA,CAMRY,2013,HYBRID,MOHAMMED AZIZ AHMED
+3689,TOYOTA,PRIUS,2013,HYBRID,Z & M RIDE INC
+5090,TOYOTA,SIENNA,2020,GASOLINE,PARK WEST EXPRESS INC
+3610,TOYOTA,CAMRY,2011,HYBRID,JBL Express Inc.
+3863,FORD,ESCAPE,2012,HYBRID,SCORPION CAB CO.
+4598,TOYOTA,CAMRY,2017,HYBRID,NINA & HARRY INC.
+2267,TOYOTA,CAMRY,2013,HYBRID,BELLE PLAINE CAB CO
+3327,TOYOTA,CAMRY,2014,HYBRID,ANVERY TRANS INC
+2636,HYUNDAI,SANTA FE,2019,GASOLINE,MATT-MAR CAB CO
+6131,TOYOTA,RAV4,2015,GASOLINE,HEYAB CORP
+4218,TOYOTA,SIENNA,2020,GASOLINE,"FLAZ LIMO AND TAXI, INC"
+6349,TOYOTA,PRIUS,2012,HYBRID,OSI-ANET CAB INC.
+3383,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+3672,TOYOTA,CAMRY,2014,HYBRID,SAHIWAL CAB CORP
+5500,TOYOTA,CAMRY,2011,HYBRID,SYED M ZAIDI
+4581,TOYOTA,CAMRY,2016,HYBRID,CHICAGO MEDALLION THREE LLC.
+6917,TOYOTA,CAMRY,2015,HYBRID,AL-MADINA CAB CORP
+5824,TOYOTA,PRIUS,2012,HYBRID,SELAM TAXI CORP.
+3501,TOYOTA,CAMRY,2013,HYBRID,NEW CITY CAB CORP
+1577,TOYOTA,CAMRY,2014,HYBRID,"SIPWALA TRANS, INC."
+4875,TOYOTA,CAMRY,2020,GASOLINE,4875 TAXI INC
+4925,TOYOTA,PRIUS,2013,HYBRID,FATHAMA NAJOM INC.
+4417,NISSAN,ALTIMA,2011,HYBRID,SANTORINI FOUR CAB CORP.
+4422,TOYOTA,PRIUS,2013,HYBRID,CATCH A CAB CORP.
+1402,TOYOTA,PRIUS,2013,HYBRID,MASOODY INC
+278,TOYOTA,CAMRY,2013,HYBRID,GEORGE D. PANAGOULIAS
+5663,TOYOTA,PRIUS,2016,HYBRID,TINA HACKING CORP.
+2257,TOYOTA,CAMRY,2015,HYBRID,COLE CAB COMPANY
+3526,TOYOTA,RAV4,2017,HYBRID,SOLOMON GAIM INC.
+674,FORD,ESCAPE,2012,HYBRID,DANIELLA CAB CORP.
+6977,TOYOTA,SIENNA,2019,GASOLINE,"MONIKRIS, INC"
+3579,TOYOTA,CAMRY,2013,HYBRID,"RUBA TRANS INC.,"
+5137,TOYOTA,COROLLA,2020,GASOLINE,ANTECARF INC
+1651,TOYOTA,CAMRY,2014,HYBRID,MAKHANI CAB CO.
+1010,TOYOTA,CAMRY,2018,HYBRID,ADA TEUTA GENTI CORP
+4434,TOYOTA,CAMRY,2012,HYBRID,LATEEF GBAJUMO
+3701,TOYOTA,CAMRY,2014,HYBRID,"BAKILA HOSSAIN, INC."
+1193,TOYOTA,PRIUS,2013,HYBRID,ROOZBEH S. ZONOOZ
+4832,NISSAN,SENTRA,2019,GASOLINE,CITY TAXI INC.
+1585,TOYOTA,CAMRY,2016,HYBRID,TRIBECA THREE CAB CORP.
+2382,TOYOTA,CAMRY,2016,HYBRID,"HODO TRANS, INC"
+6214,FORD,ESCAPE,2012,HYBRID,"CHICAGO POLO XVII, INC"
+4020,TOYOTA,CAMRY,2017,HYBRID,HMM INC.
+3051,DODGE,JOURNEY,2013,GASOLINE,Z J A CAB INC
+3578,TOYOTA,CAMRY,2016,HYBRID,TURKMEN TRANS INC.
+3445,TOYOTA,CAMRY,2014,HYBRID,NATZAC INC
+1150,TOYOTA,CAMRY,2014,HYBRID,GSJ TAXI CO.
+2389,TOYOTA,CAMRY,2014,HYBRID,2389 CAB CORPORATION
+4405,NISSAN,ALTIMA,2015,HYBRID,LION TAXICAB INC.
+5855,TOYOTA,PRIUS,2015,HYBRID,ZARA NOOR INC
+6932,TOYOTA,SIENNA,2020,GASOLINE,"FLAZ LIMO AND TAXI, INC"
+2187,TOYOTA,CAMRY,2011,HYBRID,VEE-DOR CAB CO.
+5679,TOYOTA,RAV4,2017,GASOLINE,SHIVAM CAB CO.
+1773,TOYOTA,CAMRY,2015,HYBRID,ALLIANCE CAB CO
+4526,TOYOTA,CAMRY,2011,HYBRID,KNOWTICA CAB CO
+2660,TOYOTA,CAMRY,2013,HYBRID,HAZRO TAXI CORP.
+2014,TOYOTA,PRIUS,2013,HYBRID,GREEN EYES CAB CORP.
+4203,FORD,FUSION,2015,HYBRID,ROSEL B CAB
+6120,TOYOTA,CAMRY,2016,HYBRID,FILE ZANI CORP.
+5760,TOYOTA,PRIUS,2013,HYBRID,BROWN EYES CAB CORP.
+1623,TOYOTA,CAMRY,2018,HYBRID,"ALANAJ, INC."
+4686,TOYOTA,PRIUS,2014,HYBRID,BAROMETER II HACKING CORP.
+3837,HYUNDAI,SANTA FE,2016,GASOLINE,JIN CAB CO
+253,TOYOTA,PRIUS,2013,HYBRID,GALA CAB CORP.
+2644,TOYOTA,CAMRY,2013,HYBRID,STEFANIE AND AUDREY CAB CORP.
+2306,TOYOTA,SIENNA,2016,GASOLINE,ROCKY H ENTERPRISES INC.
+1374,TOYOTA,SIENNA,2019,GASOLINE,PHARAOH TAXI INC.
+4442,TOYOTA,CAMRY,2016,HYBRID,ELSTON ELEVEN LLC
+2994,TOYOTA,CAMRY,2018,HYBRID,ADMANE TRANS INC
+2988,TOYOTA,CAMRY,2011,HYBRID,G & G CAB CORPORATION
+3236,TOYOTA,CAMRY,2014,HYBRID,"R & A CITY, INC."
+3663,TOYOTA,PRIUS,2014,HYBRID,ALPHA BARRY CAB INC.
+4293,TOYOTA,CAMRY,2015,HYBRID,AMADEO CAB COMPANY
+2875,TOYOTA,RAV4,2018,HYBRID,SHEJ HAJ CORP
+2828,TOYOTA,CAMRY,2016,HYBRID,RACE CAB CO
+3907,FORD,FUSION,2012,HYBRID,Z & A CAB CO
+3530,TOYOTA,CAMRY,2014,HYBRID,STEFANIE AND AUDREY CAB CORP.
+4023,TOYOTA,PRIUS,2014,HYBRID,TRI STATE CAB CORP.
+3884,TOYOTA,CAMRY,2014,HYBRID,VICENTE CALDERON
+2213,KIA,SOUL,2018,HYBRID,HAN'S CAB CO.
+2471,TOYOTA,CAMRY,2014,HYBRID,SINGH TAXI CO
+1462,TOYOTA,RAV4,2016,HYBRID,EMMA TAXI INC.
+3344,TOYOTA,CAMRY,2013,HYBRID,DONAT CAB CO INC
+4260,DODGE,CARAVAN,2012,FLEX FUEL,4260 CAB CORPORATION
+6937,TOYOTA,CAMRY,2015,HYBRID,FAISALABAD INC.
+4449,TOYOTA,CAMRY,2014,HYBRID,BASHIRU HABIB
+3753,TOYOTA,CAMRY,2014,HYBRID,3753 EJM INC
+5816,TOYOTA,PRIUS,2014,HYBRID,"CHICAGO CAB, INC. #1"
+5935,TOYOTA,CAMRY,2014,HYBRID,RAHMAN INC
+727,TOYOTA,PRIUS,2013,HYBRID,MAHENDRA BHATT
+808,TOYOTA,CAMRY,2014,HYBRID,VEEN TAXI INC
+3397,TOYOTA,CAMRY,2016,HYBRID,CHICAGO AMH INC
+1260,TOYOTA,PRIUS,2014,HYBRID,DELAWARE INC.
+2435,TOYOTA,CAMRY,2015,HYBRID,TAXI CAB INC
+132,TOYOTA,CAMRY,2014,HYBRID,DRINA INC.
+4966,TOYOTA,RAV4,2018,HYBRID,SAHOO TRANSPORT INC
+4991,TOYOTA,CAMRY,2017,HYBRID,MUSSIE AND SIRAK CORP.
+23,TOYOTA,CAMRY,2019,HYBRID,ROADWAY CAB CO
+2807,TOYOTA,PRIUS,2013,HYBRID,SAFE TAXI COMPANY
+4458,KIA,SOUL,2016,GASOLINE,ROBLES CORP
+4125,TOYOTA,SIENNA,2017,GASOLINE,SKY CAB CORP
+2927,TOYOTA,PRIUS,2014,HYBRID,GO CAB INC.
+1194,TOYOTA,PRIUS,2011,HYBRID,MAX ROLLING CORP.
+970,TOYOTA,CAMRY,2014,HYBRID,3753 EJM INC
+1901,TOYOTA,CAMRY,2014,HYBRID,THE LUXER INC
+5643,TOYOTA,RAV4,2017,HYBRID,KALGIDHAR CAB CO
+3630,TOYOTA,CAMRY,2013,HYBRID,RIVER NORTH CAB CO
+4037,TOYOTA,PRIUS,2013,HYBRID,ONKAR CAB CO
+4513,TOYOTA,CAMRY,2014,HYBRID,CANTON TRANS INC
+953,TOYOTA,PRIUS,2015,HYBRID,LARAEB INC.
+2893,VPG,MV-1,2012,GASOLINE,BEDFORD CAB TWO CORP
+4506,TOYOTA,PRIUS,2015,HYBRID,SANTORINI CAB CORP.
+2954,TOYOTA,CAMRY,2014,HYBRID,"CUUBAY, INC"
+3842,TOYOTA,SCION,2014,GASOLINE,FOREVER CAB INC.
+1460,TOYOTA,PRIUS,2014,HYBRID,RAINSTORM II HACKING CORP.
+724,TOYOTA,PRIUS,2014,HYBRID,DANIELLA CAB CORP.
+3001,TOYOTA,PRIUS,2014,HYBRID,"CHICAGO POLO XV, INC."
+3570,TOYOTA,PRIUS,2013,HYBRID,BLACK PIKE INC
+6912,TOYOTA,CAMRY,2011,HYBRID,A M EXPRESS CAB CO.
+4808,TOYOTA,CAMRY,2015,HYBRID,BHA TAXI CORP
+4886,TOYOTA,RAV4,2014,GASOLINE,"HANNA CAB, INC."
+6637,FORD,ESCAPE,2012,HYBRID,LEEFON CORP.
+6057,TOYOTA,CAMRY,2014,HYBRID,6057 CAB CORP
+1477,TOYOTA,CAMRY,2016,HYBRID,H.N. CASA EXPRESS INC.
+6942,TOYOTA,CAMRY,2014,HYBRID,SKI CORP
+3717,TOYOTA,CAMRY,2014,HYBRID,IL 3 CORP.
+1057,TOYOTA,PRIUS,2015,HYBRID,POLANDIA CAB CO
+1566,TOYOTA,PRIUS,2014,HYBRID,RAINSTORM II HACKING CORP.
+1479,FORD,ESCAPE,2012,HYBRID,RAINSTORM II HACKING CORP.
+1422,TOYOTA,SIENNA,2016,GASOLINE,FLAMINGO CAB CO.
+6536,TOYOTA,PRIUS,2015,HYBRID,E & E TAXI COMPANY
+1504,TOYOTA,PRIUS,2012,HYBRID,13C TAXI INC
+1506,TOYOTA,CAMRY,2013,HYBRID,GSJ TAXI CO.
+2933,TOYOTA,PRIUS,2014,HYBRID,RYL SERVICES LLC
+4144,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIESXXVI
+1052,TOYOTA,SIENNA,2020,GASOLINE,ELZAIN CAB CORP.
+4854,TOYOTA,CAMRY,2019,HYBRID,RABIA 2018 INC.
+3360,FORD,ESCAPE,2012,HYBRID,MEHDEVIA INC
+91,TOYOTA,CAMRY,2012,HYBRID,SARDINIA ENTERPRISES INC
+4589,TOYOTA,PRIUS,2014,HYBRID,MOISTURE II HACKING CORP.
+4891,NISSAN,ALTIMA,2011,HYBRID,E & E TAXI COMPANY
+3563,TOYOTA,CAMRY,2013,HYBRID,FAARAH TRANSPORTATION INC
+4329,TOYOTA,RAV4,2015,GASOLINE,OHANS CORPORATION
+3068,TOYOTA,CAMRY,2018,HYBRID,MUSSIE AND SIRAK CORP.
+6145,TOYOTA,CAMRY,2013,HYBRID,TAMANNA CAB CO
+4393,TOYOTA,CAMRY,2015,HYBRID,IL 5 CORP.
+6200,TOYOTA,PRIUS,2014,HYBRID,CHOICE ENTERPRISE INC.
+6744,TOYOTA,CAMRY,2015,HYBRID,EATD CORP.
+6216,TOYOTA,CAMRY,2015,HYBRID,GO CAB INC.
+138,DODGE,CARAVAN,2016,FLEX FUEL,MCCAB XXIII CORP.
+5523,TOYOTA,CAMRY,2017,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 30"
+6399,TOYOTA,CAMRY,2013,HYBRID,6399 TAXI CORP
+5300,TOYOTA,PRIUS,2014,HYBRID,REYES CAB COMPANY
+4531,TOYOTA,CAMRY,2016,GASOLINE,BANO TRANS INC
+3367,TOYOTA,CAMRY,2020,HYBRID,M NOOR LLC
+929,TOYOTA,PRIUS,2013,HYBRID,MOM TAXICAB INC
+5871,TOYOTA,PRIUS,2014,HYBRID,SARATOGA TAXI LLC
+4872,TOYOTA,PRIUS,2014,HYBRID,HOLLY BULL CAB CORP
+3419,TOYOTA,SIENNA,2019,GASOLINE,EBELLE ONE INC
+1536,TOYOTA,CAMRY,2016,HYBRID,W TAXI INC.
+1516,NISSAN,ALTIMA,2011,HYBRID,EC CHICAGO TAXI LLC
+2834,TOYOTA,CAMRY,2013,HYBRID,FULL MOON CAB COMPANY
+1425,TOYOTA,CAMRY,2019,HYBRID,FRAOUCENE CAB COMPANY
+4542,TOYOTA,RAV4,2017,HYBRID,4542 TAXI INC
+111,DODGE,CARAVAN,2016,GASOLINE,ANDREW AND STEVEN CAB CORP.
+4369,TOYOTA,CAMRY,2014,HYBRID,BOULEVARD 1 CORP
+2353,FORD,FUSION,2017,HYBRID,KNOWZ CAB CO
+959,SUBARU,FORESTER,2014,GASOLINE,HANSI CAN CO
+1188,TOYOTA,PRIUS,2013,HYBRID,EISA TRANSPORT INC
+4548,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIES 27
+6095,TOYOTA,PRIUS,2013,HYBRID,XMCHI CAB CO
+1829,DODGE,CARAVAN,2019,GASOLINE,OMLETA INC.
+806,TOYOTA,PRIUS,2015,HYBRID,MEDALLION FUNDING CHICAGO CORP IV
+5253,TOYOTA,PRIUS,2014,HYBRID,MUN OK SUH
+4648,TOYOTA,PRIUS,2015,HYBRID,GREEN WAY EXPRESS INC.
+1242,TOYOTA,PRIUS,2014,HYBRID,YC21 LLC
+1520,TOYOTA,CAMRY,2016,HYBRID,MY CHICAGO TAXI INC
+6533,TOYOTA,PRIUS,2015,HYBRID,ADEM DULIMAN
+1295,TOYOTA,CAMRY,2016,HYBRID,YC22 LLC
+1298,TOYOTA,CAMRY,2014,HYBRID,FLAG CAB CORP.
+1647,TOYOTA,SCION,2012,GASOLINE,1647 ENTERPRISES INC
+1236,TOYOTA,PRIUS,2014,HYBRID,YC20 LLC
+1914,TOYOTA,RAV4,2016,HYBRID,ABRANTIE TRANSPORT INC.
+2379,TOYOTA,CAMRY,2013,HYBRID,OMEGA TAXI
+3485,TOYOTA,RAV4,2019,GASOLINE,SHAGAMITE INC
+3458,TOYOTA,PRIUS,2012,HYBRID,BANO CORP I
+2022,TOYOTA,CAMRY,2015,HYBRID,ELSTON FIFTEEN LLC
+2952,TOYOTA,COROLLA,2017,GASOLINE,TABU TAXI CORP.
+5998,TOYOTA,PRIUS,2014,HYBRID,IMC CAB CORP
+2685,TOYOTA,PRIUS,2012,HYBRID,Z & M RIDE INC
+5757,TOYOTA,CAMRY,2015,HYBRID,ABRAHAM CAB CO
+2181,TOYOTA,PRIUS,2013,HYBRID,GALLAGHER CAB CO
+3212,TOYOTA,PRIUS,2014,HYBRID,R & M CAB CORP
+6237,VPG,MV-1,2014,GASOLINE,TERRA TAXI INC.
+2387,TOYOTA,CAMRY,2014,HYBRID,STEFANIE AND AUDREY CAB CORP.
+2621,TOYOTA,RAV4,2018,HYBRID,TOWER CAB CO.
+3979,TOYOTA,CAMRY,2019,HYBRID,3979 TAXI CORP
+2189,TOYOTA,PRIUS,2013,HYBRID,ROADWAY INC
+2981,TOYOTA,SCION,2014,GASOLINE,MOHAN S MALLHI
+2637,KIA,SOUL,2014,GASOLINE,KHANZADA EXPRESS INC
+1545,TOYOTA,PRIUS,2014,HYBRID,MARCO CAB CO
+3508,TOYOTA,CAMRY,2016,HYBRID,AHMED MURAD CORP.
+5751,TOYOTA,CAMRY,2017,GASOLINE,FIRST CHICAGO EXPRESS INC
+2758,TOYOTA,COROLLA,2018,GASOLINE,SETARE INC.
+3963,TOYOTA,SIENNA,2019,GASOLINE,WANE TRANS INC
+3881,FORD,FUSION,2018,HYBRID,MICHIGAN AVE CAB LLC
+3191,TOYOTA,CAMRY,2015,HYBRID,UZAIR & TALAH INC
+4453,FORD,ESCAPE,2010,HYBRID,IMAGIN CAB CORP
+6244,TOYOTA,CAMRY,2018,HYBRID,ABRAHAM CORP
+6597,TOYOTA,SCION,2012,GASOLINE,FAKHAR-CORPORATION
+4556,TOYOTA,CAMRY,2014,HYBRID,DILRAJ CAB CO
+6396,TOYOTA,CAMRY,2015,HYBRID,EZJZ 1 TRANS INC
+4131,TOYOTA,CAMRY,2014,HYBRID,CHICAB THREE INC.
+4561,DODGE,CARAVAN,2016,HYBRID,IL 5 CORP.
+5305,TOYOTA,CAMRY,2016,GASOLINE,SHARIFEH CORPORATION
+6238,VPG,MV-1,2014,GASOLINE,TERRA TAXI INC.
+456,VPG,MV-1,2014,GASOLINE,SASHA CAB COMPANY
+4199,TOYOTA,RAV4,2016,HYBRID,ANTONIO L. GARCIA
+6408,TOYOTA,RAV4,2018,GASOLINE,BASRA TRANS INC
+4579,TOYOTA,CAMRY,2012,HYBRID,AZIZ CAB COMPANY
+4550,TOYOTA,PRIUS,2015,HYBRID,SANTORINI CAB CORP.
+2825,FORD,FUSION,2012,HYBRID,T J SCOTT CAB CO
+337,TOYOTA,CAMRY,2013,HYBRID,CHITOWN CAB INC. #IV
+5435,TOYOTA,CAMRY,2017,HYBRID,"AMOR TAXI CAB, INC"
+4403,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION THREE LLC.
+5595,TOYOTA,XB,2014,GASOLINE,BAT CAB CORP
+5304,TOYOTA,CAMRY,2012,HYBRID,ABDELKADER BOUABDALLAOUI
+3394,TOYOTA,PRIUS,2014,HYBRID,JINDI TRANS INC
+1056,TOYOTA,SIENNA,2020,GASOLINE,SENEGAL TRANSIT INC.
+455,TOYOTA,PRIUS,2014,HYBRID,"GGA EXPRESS, INC."
+6706,TOYOTA,PRIUS,2012,HYBRID,WHATEVER CAB CO
+2320,TOYOTA,CAMRY,2013,HYBRID,SIRI-LAK INC.
+3577,TOYOTA,CAMRY,2014,HYBRID,N I CAB CO
+1772,TOYOTA,CAMRY,2016,HYBRID,COHEN CAB CORP.
+1771,TOYOTA,PRIUS,2014,HYBRID,ES TAXI CORP.
+4263,TOYOTA,CAMRY,2013,HYBRID,WELCOME TAXICAB INC
+6490,TOYOTA,COROLLA,2018,GASOLINE,ARMITAGE TAXI LLC
+3871,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC SERIES XIV
+2897,TOYOTA,CAMRY,2012,HYBRID,SYED CORPORATION
+5583,TOYOTA,SIENNA,2020,GASOLINE,SHEUN VENTURES INC
+4585,TOYOTA,PRIUS,2014,HYBRID,NIKIANA CORP
+3635,TOYOTA,SIENNA,2020,GASOLINE,ESRAA CAB CORP
+710,FORD,ESCAPE,2011,HYBRID,FLORINA INC.
+1715,TOYOTA,CAMRY,2017,HYBRID,ETHIO TAXI INC
+2944,TOYOTA,RAV4,2016,HYBRID,ENO MARY TRANS INC
+2461,TOYOTA,CAMRY,2015,HYBRID,A & M ENT INC
+815,TOYOTA,RAV4,2018,HYBRID,AKILA TRANS INC
+6671,TOYOTA,PRIUS,2014,HYBRID,LOGOCHIWA INC.
+2582,TOYOTA,CAMRY,2014,HYBRID,HASEEB INC
+1137,TOYOTA,PRIUS,2013,HYBRID,SKYT INC.
+6126,TOYOTA,PRIUS,2012,HYBRID,AMEL CHICAGO INC
+1280,TOYOTA,PRIUS,2014,HYBRID,YC22 LLC
+4595,DODGE,CARAVAN,2017,FLEX FUEL,AMC CAB CORP.
+6289,FORD,FUSION,2018,HYBRID,WICKER PARK CAB LLC
+4700,FORD,ESCAPE,2012,HYBRID,BAROMETER II HACKING CORP.
+6319,TOYOTA,CAMRY,2013,HYBRID,AC MILAN CORP.
+310,TOYOTA,PRIUS,2014,HYBRID,IL 10 CORP
+2145,TOYOTA,PRIUS,2013,HYBRID,YASEEN CAB CO
+3662,TOYOTA,PRIUS,2012,HYBRID,"GEO-LINE, INC."
+4615,FORD,C-MAX,2014,HYBRID,TYRONE HENDERSON
+193,TOYOTA,SIENNA,2019,GASOLINE,JACKSON STREET TAXI LLC
+3591,TOYOTA,RAV4,2016,HYBRID,CHUKS CAB CORPORATION
+3210,TOYOTA,CAMRY,2015,HYBRID,HOLLY BULL CAB CORP
+1271,TOYOTA,RAV4,2014,GASOLINE,MELAKE TESFAMICHAEL
+4637,TOYOTA,PRIUS,2013,HYBRID,KAN ZAMAN EXPO INC
+3941,TOYOTA,SIENNA,2019,GASOLINE,JACKSON STREET TAXI LLC
+3038,TOYOTA,CAMRY,2019,HYBRID,MECHAL TAXI CORP.
+2575,TOYOTA,COROLLA,2019,GASOLINE,N-D CAB CO
+4606,TOYOTA,PRIUS,2015,HYBRID,SANTORINI CAB CORP.
+781,TOYOTA,CAMRY,2015,HYBRID,FOUAZ INC
+1600,TOYOTA,RAV4,2017,HYBRID,KWASEPO TAXI CORP
+6173,FORD,FUSION,2014,HYBRID,ACROSS THE TOWN CAB CORP
+6029,CHEVROLET,IMPALA,2013,FLEX FUEL,BP CAB COMPANY INC
+2209,TOYOTA,CAMRY,2013,HYBRID,"LTD & G,  INC."
+6428,FORD,FUSION,2013,HYBRID,CHICAGO MEDALLION FIVE LLC
+4761,HONDA,CRV,2014,GASOLINE,"GARDEN CITY, INC."
+656,TOYOTA,CAMRY,2015,HYBRID,MINHANA INC.
+2417,TOYOTA,CAMRY,2014,HYBRID,ARSEE CAB CO
+6213,TOYOTA,PRIUS,2015,HYBRID,PEACE INC.
+2842,HYUNDAI,TUCSON,2019,GASOLINE,"YS TAXI, CORPORATION"
+6275,TOYOTA,SIENNA,2019,GASOLINE,ONYAME YE KESE CORP.
+2327,DODGE,CARAVAN,2016,FLEX FUEL,ANAM ENTERPRISES INC
+3364,TOYOTA,RAV4,2018,GASOLINE,KWASEPO TAXI CORP
+3713,TOYOTA,RAV4,2016,GASOLINE,FREDERICK COBBOLD
+3686,HYUNDAI,SONATA,2013,HYBRID,SM LEGACY INC
+1408,TOYOTA,PRIUS,2012,HYBRID,D.L.B. CAB CO. INC.
+121,FORD,C-MAX,2014,HYBRID,TRIBECA CAB CORP
+3279,FORD,ESCAPE,2014,GASOLINE,SKY HIGH TRADING CORP.
+3813,KIA,SOUL,2015,GASOLINE,PROFIT INTERNATIONAL INC.
+2046,TOYOTA,SIENNA,2016,GASOLINE,AMELIE CAB CORP
+2060,TOYOTA,RAV4,2019,GASOLINE,MAKATI INC.
+3536,TOYOTA,CAMRY,2015,HYBRID,GREEN TREE TAXI
+1375,TOYOTA,SIENNA,2020,GASOLINE,DE-ROWSTEPH VENTURES INC
+2487,TOYOTA,CAMRY,2016,HYBRID,SHALMAN TRANS INC
+2421,TOYOTA,CAMRY,2015,HYBRID,SINGH USA INC.
+1119,DODGE,CARAVAN,2017,GASOLINE,FATOU INC.
+3546,TOYOTA,CAMRY,2015,HYBRID,WHITE WATER CAB
+1815,TOYOTA,RAV4,2017,GASOLINE,KOSCIUSKO CAB CO
+1127,TOYOTA,CAMRY,2013,HYBRID,SHAZZAD CAB INC
+5468,TOYOTA,CAMRY,2012,HYBRID,CHICAGO'S FIVE STAR CORP.
+3308,TOYOTA,CAMRY,2014,HYBRID,JFK TRANSPORT SERVICE  INC
+3762,TOYOTA,PRIUS,2015,HYBRID,SUKHI ENTERPRISES INC.
+471,TOYOTA,CAMRY,2017,HYBRID,MUSA CAB LLC
+225,TOYOTA,CAMRY,2016,HYBRID,MIR EXPRESS INC
+4643,TOYOTA,CAMRY,2015,HYBRID,WESTERN CAB CO
+2547,TOYOTA,PRIUS,2012,HYBRID,FULL MOON CAB COMPANY
+417,TOYOTA,PRIUS,2011,HYBRID,PORTO ALEGRE TAXI CO
+2659,TOYOTA,CAMRY,2014,HYBRID,DEFIANCE TAXI LLC
+4432,TOYOTA,CAMRY,2015,HYBRID,TURBINA TRANS INC
+284,TOYOTA,CAMRY,2016,HYBRID,CHICAGO SKY TAXI INC
+733,NISSAN,ALTIMA,2011,HYBRID,MEDALLION FUNDING CHICAGO CORP III
+5477,TOYOTA,PRIUS,2013,HYBRID,S M B K CAB CO
+2943,TOYOTA,CAMRY,2015,HYBRID,2943 TX CORPORATION
+4051,TOYOTA,COROLLA,2015,GASOLINE,MYRTOS CAB CORP
+3021,TOYOTA,SCION,2013,HYBRID,BIJAN CAB CO
+2873,TOYOTA,RAV4,2015,GASOLINE,KRINA CORPORATION
+6046,TOYOTA,CAMRY,2015,HYBRID,AARON CAB INC
+4441,TOYOTA,CAMRY,2019,HYBRID,ABRAMSON CORP.
+3765,DODGE,CARAVAN,2014,FLEX FUEL,GANIYU O DARANIJO
+4650,TOYOTA,COROLLA,2018,GASOLINE,MILOS CAB CORP
+2300,TOYOTA,SIENNA,2013,GASOLINE,NICK VOGDANOS
+857,NISSAN,ALTIMA,2011,HYBRID,MEDALLION FUNDING CHICAGO CORP III
+4451,TOYOTA,PRIUS,2013,GASOLINE,NEW AMSTERDAM LEASING CORP.
+4645,TOYOTA,CAMRY,2018,HYBRID,"HODO TRANS, INC"
+445,TOYOTA,PRIUS,2017,HYBRID,SAHER CAB CO
+1567,TOYOTA,CAMRY,2016,HYBRID,MORAN TAXI INC
+6135,TOYOTA,CAMRY,2013,HYBRID,BEOWULF TRANS INC
+4661,TOYOTA,CAMRY,2014,HYBRID,GA EXPRESS INC.
+4660,TOYOTA,RAV4,2018,HYBRID,HAQ TRANSPORTATION INC
+2881,TOYOTA,CAMRY,2017,HYBRID,MALIK 1 EXPRESS INC
+4657,TOYOTA,CAMRY,2014,HYBRID,URBAN RITE INC.
+1923,TOYOTA,CAMRY,2016,HYBRID,"BLACK ROSE, INC."
+4068,TOYOTA,SIENNA,2019,GASOLINE,ABANNA HOLDINGS INC
+5128,TOYOTA,CAMRY,2014,HYBRID,YASEEN CAB CO
+4687,TOYOTA,CAMRY,2013,HYBRID,CARAVAN CAB CO
+4762,TOYOTA,PRIUS,2013,HYBRID,IYASSU INC
+5908,TOYOTA,CAMRY,2015,HYBRID,NAYAAB I CORP
+5811,TOYOTA,CAMRY,2014,HYBRID,HAE P INC.
+5122,NISSAN,ROGUE,2013,GASOLINE,ALLIVE TAXI INC
+2866,TOYOTA,CAMRY,2015,HYBRID,OK J. KANG CO.
+1096,TOYOTA,CAMRY,2016,HYBRID,FATIMAH CAB CORP
+1347,TOYOTA,CAMRY,2015,HYBRID,"FAM4, INC"
+2351,TOYOTA,CAMRY,2015,HYBRID,FRIENDLY SERVICE CORP
+6112,TOYOTA,CAMRY,2015,HYBRID,DESTINY CAB CO
+3876,NISSAN,ALTIMA,2011,HYBRID,KSR CAB INC.
+5707,TOYOTA,CAMRY,2014,HYBRID,DEFIANCE TAXI LLC
+6814,TOYOTA,COROLLA,2015,GASOLINE,MICHELLE CORP
+4944,TOYOTA,SIENNA,2019,GASOLINE,JACKSON STREET TAXI LLC
+3414,TOYOTA,CAMRY,2014,HYBRID,SCAMPER CAB CO.
+4232,TOYOTA,SIENNA,2019,GASOLINE,ZAF CAB CORP
+5088,FORD,FUSION,2018,HYBRID,ADAMS TAXI LLC
+2146,TOYOTA,PRIUS,2014,HYBRID,ROMAS CORP I
+4779,TOYOTA,PRIUS,2012,HYBRID,VIDAL EXPRESS INC
+5110,TOYOTA,CAMRY,2016,HYBRID,RAZA CAB INC
+4781,TOYOTA,CAMRY,2013,HYBRID,YUGSI DIAZ CAB INC.
+1277,TOYOTA,CAMRY,2015,HYBRID,YC22 LLC
+3355,TOYOTA,CAMRY,2015,HYBRID,SAM B. CAB CO
+6618,TOYOTA,PRIUS,2014,HYBRID,MN TAXI INC.
+696,TOYOTA,PRIUS,2013,HYBRID,"TYLER CRAZY ABOUT CHICAGO, INC."
+171,FORD,C-MAX,2014,HYBRID,TRIBECA CAB CORP
+4331,HYUNDAI,SONATA,2016,HYBRID,MICHIGAN AVE CAB LLC
+4413,HYUNDAI,SONATA,2017,HYBRID,MICHIGAN AVE CAB LLC
+1294,TOYOTA,PRIUS,2015,HYBRID,YC22 LLC
+5163,TOYOTA,PRIUS,2013,HYBRID,SUNSHINE CHICAGO INC
+4679,DODGE,CARAVAN,2016,FLEX FUEL,RUKH CAB CO
+5168,TOYOTA,PRIUS,2014,HYBRID,"CHICAGO POLO VIII, INC."
+4802,TOYOTA,CAMRY,2013,HYBRID,CHRIST WAY INC.
+3592,TOYOTA,CAMRY,2015,HYBRID,"CHICAGO MEDALLION NINE, LLC"
+4784,TOYOTA,COROLLA,2020,GASOLINE,PURNI INC.
+4799,TOYOTA,PRIUS,2011,HYBRID,NEDAL INC.
+3968,TOYOTA,COROLLA,2018,GASOLINE,SURAJ EXPRESS INC.
+6883,TOYOTA,PRIUS,2015,HYBRID,MOMO LLC
+828,TOYOTA,PRIUS,2014,HYBRID,BARSHAY CAB CORP
+2375,TOYOTA,CAMRY,2015,HYBRID,"CHICAGO MEDALLION NINE, LLC"
+5934,DODGE,CARAVAN,2016,FLEX FUEL,"CHICAGO MEDALLION NINE, LLC"
+1569,TOYOTA,PRIUS,2013,HYBRID,CATCH A CAB CORP.
+6574,TOYOTA,CAMRY,2013,HYBRID,BABYLON EXPRESS INC
+1405,DODGE,CARAVAN,2016,FLEX FUEL,ANAM ENTERPRISES INC
+5024,TOYOTA,PRIUS,2012,HYBRID,"MIRKO TRANS, INC."
+897,TOYOTA,CAMRY,2014,HYBRID,CARLOS J. SANCHEZ
+3828,TOYOTA,CAMRY,2015,HYBRID,H NOORSUMAR INC
+4723,TOYOTA,CAMRY,2016,HYBRID,NUMIDIA CO.
+1972,TOYOTA,PRIUS,2012,HYBRID,JESUS IS LORD CORP.
+3800,TOYOTA,CAMRY,2015,HYBRID,IMAGE TAXICAB INC
+3779,FORD,ESCAPE,2012,HYBRID,LULU FOUR INC
+4819,TOYOTA,CAMRY,2015,HYBRID,EASY TRAVEL INC
+1233,TOYOTA,AVALON,2016,HYBRID,AYRTON SENNA TRANS INC
+1737,TOYOTA,CAMRY,2017,GASOLINE,ST GEORGE EXPRESS INC
+4291,TOYOTA,CAMRY,2014,HYBRID,TAXI CAB INC
+1554,FORD,ESCAPE,2011,HYBRID,"CHICAGO CAB, INC. #1"
+2404,TOYOTA,CAMRY,2015,HYBRID,ZARIFEH INC.
+1011,TOYOTA,PRIUS,2015,HYBRID,DULU CORPORATION
+2776,TOYOTA,PRIUS,2015,HYBRID,MALEY INC
+1630,TOYOTA,CAMRY,2013,HYBRID,JOHAL CAB CO
+4728,FORD,C-MAX,2014,HYBRID,KSR CAB INC.
+2402,TOYOTA,CAMRY,2015,HYBRID,ARUBA & HUMAYUN INC.
+2117,TOYOTA,SIENNA,2020,GASOLINE,H.P. CAB INC
+963,TOYOTA,CAMRY,2015,HYBRID,"CHICAGO MEDALLION NINE, LLC"
+5400,TOYOTA,CAMRY,2015,HYBRID,PAK-PUNJAB CAB CORP
+2242,TOYOTA,CAMRY,2016,HYBRID,SUSU TAXI INC
+5333,TOYOTA,PRIUS,2012,HYBRID,SIM TAXI CORP
+2415,TOYOTA,PRIUS,2013,HYBRID,TRIPLE J CAB CO
+5346,TOYOTA,CAMRY,2014,HYBRID,FLYING CAB CO
+3330,TOYOTA,CAMRY,2015,HYBRID,"R.M.Z. TRANSIT, INC."
+4757,TOYOTA,CAMRY,2016,HYBRID,ILHAM TRANS INC
+1140,FORD,ESCAPE,2011,HYBRID,NECT 20 LLC
+512,TOYOTA,CAMRY,2014,HYBRID,RITE TIME CAB CO
+3845,TOYOTA,CAMRY,2012,HYBRID,SUKHI ENTERPRISES INC.
+2454,HYUNDAI,ELANTRA,2018,GASOLINE,CHICAGO CAB 2 CORP.
+3420,FORD,FUSION,2012,HYBRID,COONS CAB CO
+4383,TOYOTA,CAMRY,2019,HYBRID,AL BURRAQ INC
+4113,TOYOTA,CAMRY,2014,HYBRID,CHITOWN CAB INC #1
+6007,TOYOTA,PRIUS,2014,HYBRID,BAZZ INC.
+2137,TOYOTA,CAMRY,2015,HYBRID,LATIFEH CAB CO
+2712,TOYOTA,CAMRY,2015,HYBRID,MERCHANT INC
+2721,TOYOTA,COROLLA,2015,GASOLINE,WIL-MAR CAB CO
+3854,TOYOTA,CAMRY,2018,GASOLINE,NEGELE ARSI INC
+3067,FORD,FUSION,2015,GASOLINE,MASKAB INC
+3629,TOYOTA,PRIUS,2014,HYBRID,MARO CAB CO
+2121,TOYOTA,CAMRY,2013,HYBRID,BIG BOY CAB CO
+4844,TOYOTA,CAMRY,2014,HYBRID,RUKHSHI CAB CORP
+1575,FORD,FUSION,2014,HYBRID,OCEANIS TAXI LTD
+6156,NISSAN,ALTIMA,2011,HYBRID,AMERICA TRANSPORTATION INC
+4851,TOYOTA,PRIUS,2014,HYBRID,SAFE TAXI COMPANY
+3696,TOYOTA,CAMRY,2013,GASOLINE,FELIX MANZANAREZ
+1992,TOYOTA,PRIUS,2014,HYBRID,M A SALAM CAB CO
+3596,TOYOTA,CAMRY,2015,HYBRID,"CHICAGO MEDALLION NINE, LLC"
+1523,FORD,ESCAPE,2012,HYBRID,JAKE TRANSIT CO.
+3257,TOYOTA,PRIUS,2013,HYBRID,MERCURY CAB CO
+3442,TOYOTA,CAMRY,2017,HYBRID,4 U BUDDY CO
+2263,TOYOTA,CAMRY,2015,HYBRID,BRAD CAB CO
+4840,TOYOTA,SIENNA,2019,GASOLINE,ALL FOUR SEASONS INC
+2009,TOYOTA,CAMRY,2015,HYBRID,ASGAR CAB CORP
+3453,TOYOTA,PRIUS,2011,HYBRID,GO CAB INC.
+2223,TOYOTA,CAMRY,2014,HYBRID,PARIKH ENTERPRISES II INC
+2996,TOYOTA,CAMRY,2015,HYBRID,"AIR RIDE TAXICAB, INC."
+4931,TOYOTA,COROLLA,2017,GASOLINE,ARMITAGE TAXI LLC
+993,VPG,MV-1,2014,GASOLINE,CHITOWN CAB INC #1
+1980,FORD,C-MAX,2013,HYBRID,LIMRA AZEX INC
+1121,TOYOTA,CAMRY,2012,HYBRID,YC19 LLC
+4857,TOYOTA,CAMRY,2015,GASOLINE,"DURODOLUBOI, INC"
+3891,TOYOTA,SCION,2013,GASOLINE,COLLINETTE E. KING-BRIGHT
+5127,TOYOTA,RAV4,2016,GASOLINE,BADDISSA INC.
+1432,TOYOTA,SIENNA,2014,GASOLINE,AHDYKAY INC.
+3741,TOYOTA,CAMRY,2016,HYBRID,"YS TAXI, CORPORATION"
+6390,TOYOTA,COROLLA,2015,GASOLINE,DAVCO CAB CORP.
+2200,TOYOTA,COROLLA,2015,GASOLINE,STENO CAB CO
+4878,TOYOTA,CAMRY,2013,HYBRID,JUBILEE CAB CORP
+3898,DODGE,CARAVAN,2018,GASOLINE,JAMES A WIGGINS
+4759,TOYOTA,CAMRY,2014,HYBRID,PRIME TAXI CORP.
+3542,TOYOTA,CAMRY,2016,HYBRID,SADEGH HATAMI
+2620,TOYOTA,PRIUS,2011,HYBRID,"NORTHSIDE TAXI 2620, LLC"
+4892,TOYOTA,PRIUS,2014,HYBRID,TALHA EXPRESS INC.
+3583,TOYOTA,CAMRY,2015,HYBRID,"KAUSAR, INC."
+6090,TOYOTA,PRIUS,2013,HYBRID,ANKOBER INC
+4906,TOYOTA,RAV4,2019,HYBRID,"FLAMINGO H & T, INC"
+4916,TOYOTA,PRIUS,2013,HYBRID,SAFE TAXI COMPANY
+2207,TOYOTA,PRIUS,2015,HYBRID,MASKAB INC
+264,FORD,ESCAPE,2010,HYBRID,TAURUS CAB INC
+2668,TOYOTA,CAMRY,2015,HYBRID,CHICAGO CAB 2 CORP.
+3914,TOYOTA,PRIUS,2013,HYBRID,NEW AMSTERDAM LEASING CORP.
+4827,NISSAN,SENTRA,2019,GASOLINE,BARROW TAXI LLC
+6796,TOYOTA,CAMRY,2016,GASOLINE,SDJ TAXI INC
+2662,TOYOTA,PRIUS,2014,HYBRID,DEFIANCE TAXI LLC
+4910,TOYOTA,SIENNA,2019,HYBRID,AM LOVERS INC
+1831,TOYOTA,SCION,2013,GASOLINE,ERITREA CAB CORP
+3900,TOYOTA,CAMRY,2015,HYBRID,IMAGE TAXICAB INC
+4821,FORD,C-MAX,2013,HYBRID,YEMBUKK LLC
+4969,TOYOTA,SCION,2013,GASOLINE,STARDUST TAXI INC
+4817,DODGE     GRAND,CARAVAN,2013,FLEX FUEL,OLUFEMI S. BABATUNDE
+4932,TOYOTA,PRIUS,2014,HYBRID,TAXI MEDALLION GROUPLLC-SERIESXVIII
+4825,TOYOTA,SIENNA,2020,GASOLINE,DXPB LLC
+5007,TOYOTA,PRIUS,2013,HYBRID,OBEROI CAB CO
+5036,TOYOTA,PRIUS,2014,HYBRID,GRAPEVINE TAXI LLC
+5005,TOYOTA,CAMRY,2012,HYBRID,C K A CORP
+6331,NISSAN,SENTRA,2019,GASOLINE,KALAVRITA CAB CORP
+5052,TOYOTA,CAMRY,2015,HYBRID,TAJ CAB CO INC
+507,TOYOTA,SIENNA,2019,GASOLINE,JACKSON STREET TAXI LLC
+5116,CHEVROLET,IMPALA,2014,FLEX FUEL,JULIA QUEZADA
+5085,TOYOTA,COROLLA,2018,GASOLINE,FISKARDO CAB CO
+319,FORD,ESCAPE,2011,HYBRID,CAPRICORN CAB INC
+3919,TOYOTA,RAV4,2017,GASOLINE,G A F A CAB CO
+5078,TOYOTA,CAMRY,2013,HYBRID,OKABS INC
+5080,TOYOTA,CAMRY,2013,HYBRID,S & R TAXI CO
+50,TOYOTA,CAMRY,2015,HYBRID,BALAYAN COMPANY
+5059,TOYOTA,PRIUS,2013,HYBRID,BIG APPLE CAB ONE CO.
+6659,TOYOTA,PRIUS,2016,HYBRID,ABNS INC
+5004,FORD,ESCAPE,2012,HYBRID,"CHANDIYA, INC."
+1514,FORD,ESCAPE,2010,HYBRID,REX 2 INC.
+3960,TOYOTA,SCION,2015,GASOLINE,WILNER MASSILLON
+3992,DODGE,CARAVAN,2017,GASOLINE,RIDGEVIEW CAB CORP.
+5152,TOYOTA,CAMRY,2013,HYBRID,HEER CAB CORP
+5641,TOYOTA,COROLLA,2018,GASOLINE,ARMITAGE TAXI LLC
+520,VPG,MV-1,2014,GASOLINE,PETE TAXI COMPANY
+4011,DODGE,CARAVAN,2017,GASOLINE,RIVERSIDE CAB CORP
+2762,TOYOTA,PRIUS,2013,HYBRID,RAV TAXI INC
+5248,TOYOTA,RAV4,2014,GASOLINE,RAYMOND EGWIEKHOR
+5258,NISSAN,NV200,2014,GASOLINE,DEKA TWO CAB CORP.
+5329,HYUNDAI,ELANTRA,2018,GASOLINE,ALTHERAS CAB CORP
+1031,FORD,FUSION,2014,HYBRID,NECT 42 LLC
+301,FORD,ESCAPE,2011,HYBRID,CAPRICORN CAB INC
+190,FORD,FUSION,2014,HYBRID,NECT 15 LLC
+5251,TOYOTA,CAMRY,2012,HYBRID,CH. TAXI CORP.
+5203,TOYOTA,SIENNA,2017,GASOLINE,H & S CERTIFIED INC
+5238,TOYOTA,SIENNA,2019,GASOLINE,"KHOUDIASTA, INC."
+5242,TOYOTA,CAMRY,2014,HYBRID,EASY TRAVEL INC
+5233,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIES 28
+5223,VPG,MV-1,2014,GASOLINE,TAXI MEDALLION GROUP LLC-SERIESXVII
+3439,TOYOTA,CAMRY,2020,HYBRID,3439 TAXI INC
+2778,FORD,FUSION,2018,GASOLINE,"SHATARAT CAB, INC."
+1286,FORD,FUSION,2014,HYBRID,CHICAGO TAXI INC
+976,TOYOTA,PRIUS,2013,HYBRID,NECT 38 LLC
+96,VPG,MV-1,2012,COMPRESSED,NECT 11 LLC
+4058,TOYOTA,CAMRY,2013,HYBRID,ANMOLE JHALLY CORP
+1034,FORD,FUSION,2014,HYBRID,NECT 42 LLC
+1166,TOYOTA,PRIUS,2014,HYBRID,CRAZY JEFFREY CAB CORP
+1673,FORD,FUSION,2014,HYBRID,NECT 20 LLC
+4012,TOYOTA,CAMRY,2018,HYBRID,TRAVEL SURF INC
+974,TOYOTA,CAMRY,2014,HYBRID,SBJ CAB CO.
+4087,TOYOTA,CAMRY,2016,HYBRID,4087 TAXI CORP
+1711,TOYOTA,PRIUS,2013,HYBRID,NECT 22 LLC
+5385,TOYOTA,PRIUS,2017,HYBRID,SAJID ENTERPRISE INC.
+5378,TOYOTA,PRIUS,2014,HYBRID,"DUA TRANSPORT, INC."
+5354,TOYOTA,PRIUS,2014,HYBRID,SAFE TAXI COMPANY
+5348,TOYOTA,CAMRY,2017,HYBRID,SAHAR INC
+5367,TOYOTA,CAMRY,2014,HYBRID,ANSHIV INC.
+5381,TOYOTA,PRIUS,2013,HYBRID,SAFE TAXI COMPANY
+5360,TOYOTA,PRIUS,2013,HYBRID,CASH CAB CO
+246,VPG,MV-1,2012,COMPRESSED,GALA CAB CORP.
+1484,TOYOTA,PRIUS,2014,HYBRID,AQUARIUS CAB INC.
+5334,FORD,ESCAPE,2011,HYBRID,JAS CAB CORP
+1200,FORD,FUSION,2014,HYBRID,NECT 17 LLC
+5386,TOYOTA,SIENNA,2019,GASOLINE,"SHWAIKI, INC."
+879,TOYOTA,PRIUS,2014,HYBRID,NECT 35 LLC
+4161,TOYOTA,CAMRY,2013,HYBRID,ERMAKA INC
+3631,TOYOTA,COROLLA,2017,GASOLINE,ANDROS CAB CORP
+1036,TOYOTA,PRIUS,2013,HYBRID,NECT 42 LLC
+4194,TOYOTA,PRIUS,2014,HYBRID,BOULEVARD CORP
+299,FORD,FUSION,2014,HYBRID,CAPRICORN CAB INC
+2912,TOYOTA,CAMRY,2018,HYBRID,GELILA CORP
+2431,TOYOTA,CAMRY,2016,HYBRID,"A.S.SUBS, INC."
+363,TOYOTA,PRIUS,2014,HYBRID,NECT 31 LLC
+5410,TOYOTA,CAMRY,2016,HYBRID,SANTORINI TWO CAB CORP.
+1091,TOYOTA,PRIUS,2014,HYBRID,NECT 24 LLC
+2032,FORD,FUSION,2014,HYBRID,NECT 48 LLC
+5397,TOYOTA,CAMRY,2012,HYBRID,BILAL CAB CORP
+5502,TOYOTA,RAV4,2017,HYBRID,AMJAD CORP.
+5402,DODGE     GRAND,CARAVAN,2012,FLEX FUEL,PERSISTENCE TAXI LLC
+1281,TOYOTA,PRIUS,2014,HYBRID,NECT 26 LLC
+5418,NISSAN,ALTIMA,2011,HYBRID,GOOD CAB CORP.
+5421,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLIONGROUP LLCSERIESXXIX
+5508,TOYOTA,PRIUS,2015,HYBRID,"HEART 7, INC"
+5403,TOYOTA,CAMRY,2014,HYBRID,NEW MILLENIUM TAXICAB INC
+4223,TOYOTA,CAMRY,2017,HYBRID,GUL CAB CORP
+1279,VPG,MV-1,2012,COMPRESSED,NECT 11 LLC
+1382,FORD,ESCAPE,2011,HYBRID,NECT 17 LLC
+5520,TOYOTA,CAMRY,2012,HYBRID,SHAFI CHICAGO CORP.
+5539,TOYOTA,CAMRY,2016,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 30"
+5509,TOYOTA,PRIUS,2014,HYBRID,SANTORINI FOUR CAB CORP.
+5573,TOYOTA,CAMRY,2012,HYBRID,SWEETGRASS CAPITAL CORP.
+5677,TOYOTA,PRIUS,2012,HYBRID,MORAN TAXI INC
+4297,TOYOTA,CAMRY,2014,HYBRID,LBJ CAB CORP.
+5659,TOYOTA,CAMRY,2014,HYBRID,SAJIDA CAB INC
+1364,TOYOTA,PRIUS,2013,HYBRID,"REX 6, INC."
+5575,TOYOTA,PRIUS,2013,HYBRID,JOANA K SEFAH & COMPANY
+5645,TOYOTA,PRIUS,2013,HYBRID,FOZIA CAB CO
+5668,TOYOTA,PRIUS,2014,HYBRID,"TAXI MEDALLION GROUP,LLC-SERIES XIX"
+5640,TOYOTA,PRIUS,2013,HYBRID,MCCAB XVI CORP.
+952,TOYOTA,PRIUS,2013,HYBRID,NECT 38 LLC
+560,TOYOTA,CAMRY,2014,HYBRID,SAFRI INC
+291,FORD,ESCAPE,2011,HYBRID,CAPRICORN CAB INC
+6818,TOYOTA,PRIUS,2013,HYBRID,NECT 12 LLC
+5883,TOYOTA,CAMRY,2015,HYBRID,ARBERIA CAB CO
+5550,TOYOTA,CAMRY,2019,HYBRID,"AAF MANAGEMENT, INC."
+5505,TOYOTA,SIENNA,2015,GASOLINE,POWERHOUSE TAXI LLC
+5690,TOYOTA,COROLLA,2015,GASOLINE,TABITI EXPRESS INC
+1019,FORD,ESCAPE,2010,HYBRID,REX 2 INC.
+5576,TOYOTA,PRIUS,2013,HYBRID,TRAVEL SOURCE  INC
+5053,TOYOTA,SIENNA,2019,HYBRID,OSKO CAB COMPANY
+4146,TOYOTA,CAMRY,2015,HYBRID,JORDACHE CAB CORP.
+5713,TOYOTA,PRIUS,2014,HYBRID,BMC CAB CORP.
+3894,NISSAN,ALTIMA,2015,GASOLINE,COLOMBO CAB INCORPORATED
+5719,TOYOTA,PRIUS,2013,HYBRID,PADI INC
+2940,TOYOTA,CAMRY,2014,HYBRID,HARVIN CAB CO
+2479,KIA,SOUL,2017,GASOLINE,"ABRON CAB COMPANY, INC."
+2922,FORD,FUSION,2013,HYBRID,CHICAGO TAXI INC
+4313,TOYOTA,CAMRY,2013,HYBRID,ULTRA INVESTMENT CORP
+1256,TOYOTA,PRIUS,2015,HYBRID,YC21 LLC
+5062,CHEVROLET,IMPALA,2018,FLEX FUEL,SAMUEL J. MESTAS
+3401,TOYOTA,CAMRY,2013,HYBRID,ELIAS TAXI II LLC
+3385,TOYOTA,CAMRY,2015,HYBRID,EMAN CAB INC
+852,TOYOTA,SIENNA,2018,GASOLINE,BON CORPORATION
+5849,TOYOTA,PRIUS,2015,HYBRID,SUPER VENTURE CORP
+5056,TOYOTA,XB,2015,GASOLINE,TAP TAP CAB CO
+5937,TOYOTA,RAV4,2016,GASOLINE,J J AND J INC
+3533,TOYOTA,RAV4,2017,HYBRID,ASLAN TAXI CORP
+4748,HYUNDAI,SONATA,2015,GASOLINE,ABNER GORDON INC
+4323,TOYOTA,COROLLA,2018,GASOLINE,MALTA CAB CORP
+381,TOYOTA,CAMRY,2013,HYBRID,MASS MEDIA LINK CO.
+5928,TOYOTA,CAMRY,2016,HYBRID,SENAIT AND YOSEIF CAB CORP.
+5929,TOYOTA,CAMRY,2015,HYBRID,CHOICE EXPRESS CORP
+4546,TOYOTA,CAMRY,2017,HYBRID,KHAWACHAN TRANS  INC
+4150,TOYOTA,RAV4,2018,GASOLINE,KING SOLOMON CAB COMPANY
+4346,TOYOTA,CAMRY,2016,HYBRID,GILL CAB COMPANY
+4190,TOYOTA,CAMRY,2014,HYBRID,BIJAN SALEHI-MOORKANI
+4211,TOYOTA,CAMRY,2014,HYBRID,CHITOWN CAB INC #1
+4371,TOYOTA,CAMRY,2016,HYBRID,GILL CAB COMPANY
+2545,TOYOTA,CAMRY,2015,HYBRID,LULYA TRANS INC
+2004,FORD,ESCAPE,2012,HYBRID,TAYYAB CAB CORP
+6232,TOYOTA,PRIUS,2013,HYBRID,VOYAGER CORP
+6176,TOYOTA,CAMRY,2014,HYBRID,VOYAGER CORP
+1507,TOYOTA,PRIUS,2012,HYBRID,TRIPLE FAVOURS INC
+2138,TOYOTA,CAMRY,2014,HYBRID,AAROW TRANSPORTATION
+5399,TOYOTA,CAMRY,2014,HYBRID,MIDWEST RIDE INC
+5344,TOYOTA,SIENNA,2015,GASOLINE,"MODUPEOLA, CORP."
+4732,TOYOTA,RAV4,2016,HYBRID,MAUDE LAMY
+1225,TOYOTA,RAV4,2013,GASOLINE,CASA BOUSSIF INC.
+4443,TOYOTA,CAMRY,2015,HYBRID,IMAGIN CAB CORP
+5089,TOYOTA,PRIUS,2014,HYBRID,ALGER 1 INC.
+448,TOYOTA,CAMRY,2018,HYBRID,GEORGE TAXI EXPRESS INC
+2,TOYOTA,CAMRY,2019,HYBRID,YC1 LLC
+1512,TOYOTA,PRIUS,2015,HYBRID,RAHEL EXPRESS INC.
+5761,TOYOTA,CAMRY,2017,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 32"
+5737,TOYOTA,CAMRY,2015,HYBRID,"S. ROKEYA, CORP."
+4768,TOYOTA,RAV4,2015,GASOLINE,ANDREAJOSHCOMF. CORP
+2002,TOYOTA,PRIUS,2013,HYBRID,ELSTON FIFTEEN LLC
+217,FORD,FUSION,2016,HYBRID,MR TAXI 2 INC
+1322,TOYOTA,CAMRY,2014,HYBRID,BLACK TAXI INC
+4089,NISSAN,ALTIMA,2011,HYBRID,ACROSS THE TOWN CAB CORP
+5779,TOYOTA,PRIUS,2014,HYBRID,COFFEE TAXI LLC
+2960,TOYOTA,SIENNA,2014,GASOLINE,OUR JOY CORP
+5216,TOYOTA,SIENNA,2020,GASOLINE,ZEKI CORP
+6894,TOYOTA,PRIUS,2013,HYBRID,BBDR EXPRESS INC
+2982,TOYOTA,RAV4,2020,GASOLINE,SNY CAB INC
+5015,TOYOTA,PRIUS,2015,HYBRID,SUPER SEVEN CAB COMPANY
+1305,TOYOTA,CAMRY,2012,HYBRID,CHITOWN CAB INC. #V
+645,TOYOTA,RAV4,2019,HYBRID,THREE DAUGHTERS CAB CO
+5790,KIA,SOUL,2016,GASOLINE,L C CAB CO
+1124,TOYOTA,PRIUS,2017,HYBRID,ADEOTI INC
+3775,TOYOTA,SIENNA,2018,GASOLINE,AMISCO TRANSPORATION INC
+4551,TOYOTA,CAMRY,2016,HYBRID,GOLDEN RAM TAXI CAB COMPANY
+3060,TOYOTA,PRIUS,2013,HYBRID,AMR CAB CORP.
+4624,KIA,SOUL,2014,GASOLINE,YOUNG KIM
+5793,TOYOTA,CAMRY,2016,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 32"
+793,TOYOTA,CAMRY,2014,HYBRID,"T.T. SHAZ, INC."
+227,FORD,ESCAPE,2012,HYBRID,BABY CAB CORP.
+4863,TOYOTA,PRIUS,2015,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES IV"
+4672,TOYOTA,CAMRY,2015,HYBRID,SUPER PRINCE INC
+4527  CH,EVROLET,EQUINOX,2013,FLEX FUEL,FAITH TRANSPORTATION INC
+4767,TOYOTA,PRIUS,2015,HYBRID,SHIPKA CAB CO
+1889,TOYOTA,PRIUS,2018,HYBRID,WEST CAB INC
+6009,TOYOTA,CAMRY,2015,HYBRID,JAMEYS INC.
+1701,TOYOTA,SIENNA,2014,GASOLINE,REHOBOTH INC.
+6680,TOYOTA,CAMRY,2016,HYBRID,M IBRAHIM INC
+530,TOYOTA,PRIUS,2014,HYBRID,EBELLE INC.
+2622,TOYOTA,CAMRY,2012,HYBRID,VEEN TAXI INC
+3402,TOYOTA,PRIUS,2015,HYBRID,JP DHAKA INC
+5804,TOYOTA,CAMRY,2013,HYBRID,TEEMU CORPORATION
+3824,TOYOTA,CAMRY,2015,HYBRID,CELEBRITY CHICAGO CORP.
+5003,TOYOTA,CAMRY,2015,HYBRID,"ARBER CITY TRANS, INC."
+616,TOYOTA,SIENNA,2019,GASOLINE,FOUTA INC.
+4543,FORD,ESCAPE,2011,HYBRID,KING CHICAGO INC
+5308,TOYOTA,PRIUS,2016,HYBRID,MADOROCK INC
+5837,TOYOTA,SIENNA,2015,GASOLINE,HARRY VENTURES INTERNATIONAL CO.
+734,DODGE,CARAVAN,2017,FLEX FUEL,TAGRO EXPRESS INC
+57,TOYOTA,PRIUS,2014,HYBRID,OIA CAB CORP.
+5358,TOYOTA,CAMRY,2015,HYBRID,AZ 5358 INC
+2905,TOYOTA,CAMRY,2015,HYBRID,RENEGADE CAB CO THREE
+5838,TOYOTA,PRIUS,2016,HYBRID,"FRANCIS KING BOAT, INC."
+4914,VPG,MV-1,2014,GASOLINE,LIBAN CAB COMPANY
+5997,TOYOTA,SIENNA,2019,GASOLINE,AW SERVICES INC
+5823,FORD,ESCAPE,2014,GASOLINE,KNIGHT RIDER INC
+6154,TOYOTA,CAMRY,2014,HYBRID,T & T CORP 1
+4258,KIA,SEDONA,2015,GASOLINE,4258 TAXI CORP.
+1404,TOYOTA,CAMRY,2016,HYBRID,WE CAB CO.
+613,TOYOTA,PRIUS,2014,HYBRID,JOHNS CABS CORP.
+4160,TOYOTA,CAMRY,2014,HYBRID,CHICAB THREE INC.
+5395,TOYOTA,COROLLA,2015,GASOLINE,WE CAB CO.
+5486,TOYOTA,PRIUS,2015,HYBRID,TAXI MEDALLION GROUP LLC SERIES III
+2045,TOYOTA,XB,2015,GASOLINE,TUCSON CAB CORP
+5060,TOYOTA,CAMRY,2019,HYBRID,ASMARA CAB CO
+4332,TOYOTA,PRIUS,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIESXXVI
+3269,TOYOTA,CAMRY,2014,HYBRID,"LEONARD CAB COMPANY, INC."
+2726,TOYOTA,PRIUS,2013,HYBRID,SAFE CAB COMPANY
+4599,TOYOTA,COROLLA,2019,HYBRID,JADE AND JUDY INC
+4594,TOYOTA,CAMRY,2013,HYBRID,SURROO INC
+1751,TOYOTA,CAMRY,2013,HYBRID,ZARA EXPRESS INC
+1438,FORD,FUSION,2014,HYBRID,CATALINA CAB INC
+313,TOYOTA,PRIUS,2015,HYBRID,IL 10 CORP
+2079,NISSAN,SENTRA,2016,GASOLINE,CHICAGO CAB CORP.
+1118,TOYOTA,RAV4,2019,HYBRID,GIGI 123 INC
+3702,TOYOTA,RAV4,2017,HYBRID,RAMA TAXI CORP.
+823,TOYOTA,PRIUS,2015,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES IV"
+586,TOYOTA,PRIUS,2013,HYBRID,CASBAH CAB COMPANY
+799,TOYOTA,CAMRY,2017,HYBRID,ALAM ENT INC.
+3372,KIA,SOUL,2016,HYBRID,"CALI CAB, INC."
+4039,TOYOTA,COROLLA,2018,GASOLINE,MYRTOS CAB CORP
+4198,TOYOTA,CAMRY,2014,HYBRID,ALEXANDRIA INC
+5879,TOYOTA,CAMRY,2014,HYBRID,JAWAID SIDDIQI CORP
+5867,TOYOTA,PRIUS,2012,HYBRID,CHADWICK CAPITAL CORP
+5577,TOYOTA,CAMRY,2016,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 30"
+4429,TOYOTA,PRIUS,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIES 27
+4509,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC SERIES 27
+3547,TOYOTA,PRIUS,2015,HYBRID,RED SEA CAB CO.
+5903,TOYOTA,CAMRY,2015,HYBRID,777 CAB COMPANY
+464,TOYOTA,COROLLA,2018,GASOLINE,MALTA CAB CORP
+4639,HYUNDAI,ELANTRA,2015,GASOLINE,MIKAURY TAXI CORP.
+4662,TOYOTA,CAMRY,2016,HYBRID,MOOSA INC.
+5890,TOYOTA,PRIUS,2013,HYBRID,ANNIE CORP
+5882,TOYOTA,CAMRY,2015,HYBRID,CHOUDHRY EXPRESS INC
+5961,TOYOTA,CAMRY,2012,HYBRID,QUETTA CAB CO
+4702,TOYOTA,CAMRY,2010,HYBRID,CHICAGO TOURIST CAB CO
+1440,TOYOTA,HIGHLANDER,2014,GASOLINE,DASVON & DANA INC
+4689,TOYOTA,PRIUS,2012,HYBRID,ZANTE CAB CO INC
+5971,TOYOTA,SIENNA,2015,GASOLINE,EUNIFFORD INC.
+109,FORD,ESCAPE,2011,HYBRID,TAURUS CAB INC
+2030,NISSAN,ALTIMA,2016,GASOLINE,CHICAGO CAB CORP.
+3714,TOYOTA,CAMRY,2013,HYBRID,ABILITY SERVICES LTD.
+6087,TOYOTA,CAMRY,2015,HYBRID,YCD CORPORATION
+3740,FORD,ESCAPE,2012,HYBRID,QASIM 007 LLC
+4754,TOYOTA,CAMRY,2016,HYBRID,BELICAGO TAXI LLC
+1129,TOYOTA,PRIUS,2013,HYBRID,YC19 LLC
+3415,TOYOTA,CAMRY,2015,HYBRID,"FAMAGUSTA TRANS, INC"
+2921,TOYOTA,PRIUS,2015,HYBRID,TASNIM INC
+1006,DODGE,CARAVAN,2012,FLEX FUEL,ATTAVIGAN CORP.
+4750,DODGE,CARAVAN,2017,FLEX FUEL,RIVERSIDE CAB CORP
+5,TOYOTA,CAMRY,2019,HYBRID,YC1 LLC
+5989,TOYOTA,PRIUS,2013,HYBRID,BIG APPLE CAB ONE CO.
+6545,TOYOTA,PRIUS,2013,HYBRID,ERI TRANS INC.
+908,FORD,ESCAPE,2012,HYBRID,REX 3 INC.
+4887,TOYOTA,CAMRY,2013,HYBRID,ZAKS TRANS INC
+2191,TOYOTA,PRIUS,2013,HYBRID,ROADWAY INC
+6521,TOYOTA,CAMRY,2012,HYBRID,"OWAIS IMAN, CORP."
+4776,TOYOTA,COROLLA,2018,GASOLINE,GEMINI TAXI CORP
+1500,TOYOTA,PRIUS,2014,HYBRID,VICTORY VENTURES CORP
+6481,NISSAN,SENTRA,2019,GASOLINE,CITY TAXI INC.
+6522,TOYOTA,CAMRY,2010,HYBRID,"OWAIS IMAN, CORP."
+326,TOYOTA,CAMRY,2015,HYBRID,13C TAXI INC
+4858,TOYOTA,CAMRY,2015,HYBRID,SEVEN BROTHERS  ENTERPRISES INC.
+4941,TOYOTA,PRIUS,2012,HYBRID,ONE CHATHA INC
+675,TOYOTA,PRIUS,2014,HYBRID,JOHNS CABS CORP.
+16,TOYOTA,CAMRY,2019,HYBRID,ROADWAY CAB CO
+25,TOYOTA,CAMRY,2019,HYBRID,ROADWAY CAB CO
+5205,TOYOTA,CAMRY,2013,HYBRID,CHEVY CORPORATION
+5978,FORD,FUSION,2014,HYBRID,"KHADER TAXI CAB, INC."
+6047,TOYOTA,CAMRY,2013,HYBRID,S & R TAXI CO
+55,TOYOTA,PRIUS,2014,HYBRID,ROADWAY CAB CO
+1609,TOYOTA,PRIUS,2012,HYBRID,MG & KA INC
+444,TOYOTA,CAMRY,2014,HYBRID,SAHER CAB CO
+3092,TOYOTA,CAMRY,2015,HYBRID,KENNIX CORP
+6068,TOYOTA,CAMRY,2012,HYBRID,S.K.F. CORPORATION
+4833,TOYOTA,PRIUS,2013,HYBRID,JIWANI INC
+1042,TOYOTA,PRIUS,2013,HYBRID,PLAYING POLO IN CHICAGO INC
+4665,TOYOTA,CAMRY,2017,HYBRID,4665 TAXI INC.
+6069,TOYOTA,CAMRY,2014,HYBRID,AROUND TOWN TAXI CO
+5999,TOYOTA,SIENNA,2015,GASOLINE,CASBAH CAB COMPANY
+6075,TOYOTA,CAMRY,2014,HYBRID,PLATINUM JUBILEE CORP
+209,FORD,FUSION,2019,GASOLINE,K & S CORP
+2698,TOYOTA,PRIUS,2015,HYBRID,TAXI MEDALLION GROUP LLC SERIES III
+4605,TOYOTA,CAMRY,2012,HYBRID,MANAL EXPRESS INC
+6083,TOYOTA,CAMRY,2013,HYBRID,AASIA ENTERPRISES INC
+4205,TOYOTA,CAMRY,2015,HYBRID,IMAGE TAXICAB INC
+5450,TOYOTA,CAMRY,2010,HYBRID,STEPHEN OMOFONMWAN
+6111,FORD,C-MAX,2014,HYBRID,TRIBECA CAB CORP
+432,TOYOTA,CAMRY,2012,HYBRID,MCCAB VII CORP.
+3893,TOYOTA,CAMRY,2012,HYBRID,ACUOMA INC
+4583,TOYOTA,CAMRY,2015,HYBRID,KING CHICAGO INC
+4573,TOYOTA,CAMRY,2012,HYBRID,NEBIYAT INC
+5501,TOYOTA,PRIUS,2014,HYBRID,LULYA TRANS INC
+6159,TOYOTA,CAMRY,2013,HYBRID,ROHAIL CAB CO II
+6157,TOYOTA,SIENNA,2020,GASOLINE,ADE TAXI CORP
+6907,NISSAN,SENTRA,2019,GASOLINE,CITY TAXI INC.
+4961,TOYOTA,PRIUS,2012,HYBRID,EDUARDO MANZANAREZ
+6125,TOYOTA,COROLLA,2019,GASOLINE,FISKARDO CAB CO
+6313,TOYOTA,PRIUS,2013,HYBRID,ADRIAN INC.
+6915,TOYOTA,SIENNA,2014,GASOLINE,CLEMENT INC.
+340,TOYOTA,CAMRY,2015,HYBRID,MR TAXI 1 INC
+2643,NISSAN,ALTIMA,2011,HYBRID,SEAN CAB CO
+1729,TOYOTA,CAMRY,2012,HYBRID,RKJ CAB CO
+3600,TOYOTA,PRIUS,2014,HYBRID,AKAL CAB COMPANY
+3234,TOYOTA,CAMRY,2014,HYBRID,GS CAB CO.
+4695,FORD    CROWN,VICTORIA,2011,FLEX FUEL,LIAQUAT A. QURESHI
+1612,TOYOTA,PRIUS,2013,HYBRID,NJ CAB CO
+3750,TOYOTA,CAMRY,2015,HYBRID,DOUBLE STAR TAXICAB INC.
+5038,TOYOTA,PRIUS,2013,HYBRID,NEW AMSTERDAM LEASING CORP.
+1666,TOYOTA,PRIUS,2013,HYBRID,NJ CAB CO
+3444,TOYOTA,CAMRY,2013,HYBRID,PEACE CAB CO
+2452,TOYOTA,PRIUS,2014,HYBRID,SEAN CAB CO
+2451,TOYOTA,CAMRY,2013,HYBRID,IDEAL CAB COMPANY
+3351,TOYOTA,PRIUS,2014,HYBRID,SBJ CAB CO.
+6081,TOYOTA,CAMRY,2014,HYBRID,IDEAL CAB COMPANY
+6661,TOYOTA,CAMRY,2013,HYBRID,SST CAB CO
+5927,TOYOTA,RAV4,2019,HYBRID,"KIKI TRANS, INC."
+3724,TOYOTA,PRIUS,2013,HYBRID,ADRIAN INC.
+6181,TOYOTA,SIENNA,2018,GASOLINE,6181 INC
+5049,TOYOTA,CAMRY,2014,HYBRID,KR & AZ ENTERPRISE INC
+6949,TOYOTA,CAMRY,2014,HYBRID,NEXT GEN TAXI II INC
+6693,TOYOTA,PRIUS,2013,HYBRID,SST CAB CO
+6167,NISSAN,ALTIMA,2011,HYBRID,ODYSSEY TAXI LLC
+5525,TOYOTA,PRIUS,2013,HYBRID,SBJ CAB CO.
+214,FORD,ESCAPE,2011,HYBRID,TAURUS CAB INC
+6677,TOYOTA,RAV4,2018,HYBRID,NATHAN CAB CO
+6662,TOYOTA,CAMRY,2013,HYBRID,SST CAB CO
+4398,TOYOTA,PRIUS,2013,HYBRID,J K T CAB CO
+964,TOYOTA,PRIUS,2014,HYBRID,NECT 38 LLC
+6212,NISSAN,ALTIMA,2011,HYBRID,MUNICH TAXI LLC
+6185,TOYOTA,PRIUS,2013,HYBRID,BIG APPLE CAB TWO CO
+4008,NISSAN,ALTIMA,2011,HYBRID,HYDRA TAXI LLC
+868,TOYOTA,CAMRY,2016,HYBR,MEDALLION FUNDING CHICAGO CORP III
+6184,TOYOTA,CAMRY,2017,HYBRID,BIG APPLE CAB TWO CO
+6207,TOYOTA,CAMRY,2020,HYBRID,HASRA CORP
+61,TOYOTA,PRIUS,2013,HYBRID,HASRA CORP
+1061,TOYOTA,CAMRY,2019,HYBRID,"UNIVERSAL TRANSIT, INC."
+6082,TOYOTA,CAMRY,2014,HYBRID,WILLIAM ROBINSON
+5758,TOYOTA,RAV4,2017,HYBRID,RAEES TAXI INC
+5067,TOYOTA,CAMRY,2017,HYBRID,PARSEC INC
+3461,TOYOTA,SIENNA,2020,GASOLINE,M & A FOREVER INC
+5073,TOYOTA,COROLLA,2016,GASOLINE,FRANCIS K DUAH
+4492,TOYOTA,PRIUS,2015,HYBRID,TAXI MEDALLION GROUP LLC SERIES II
+6245,TOYOTA,CAMRY,2018,HYBRID,KENDOSKI TAXI LLC
+1787,TOYOTA,PRIUS,2016,HYBRID,MAKENA INC
+757,TOYOTA,COROLLA,2017,HYBRID,R. HAROON INC
+306,TOYOTA,CAMRY,2014,HYBRID,SORIN TRANS INC
+807,TOYOTA,SIENNA,2019,GASOLINE,AIAI TAXI INC
+961,TOYOTA,PRIUS,2013,HYBRID,NECT 24 LLC
+14,TOYOTA,CAMRY,2018,HYBRID,REX 3 INC.
+6235,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC - SERIES 33
+2338,TOYOTA,SIENNA,2020,GASOLINE,OLA CAB INCORPORATED
+6251,TOYOTA,CAMRY,2015,HYBRID,TAHIR'S CORP
+3628,NISSAN,SENTRA,2019,GASOLINE,METRO GLOBAL INC
+2480,KIA,SOUL,2016,HYBRID,"ABRON CAB COMPANY, INC."
+2945,TOYOTA,SIENNA,2015,GASOLINE,MOHAMED A HAI
+4503,TOYOTA,RAV4,2013,GASOLINE,ROAD RUNNER CAB CORP
+621,TOYOTA,CAMRY,2011,HYBRID,S A FARUK INC
+513,FORD,ESCAPE,2012,HYBRID,"LULU THREE, INC"
+2092,TOYOTA,CAMRY,2016,HYBRID,SBEIH COMPANY
+648,TOYOTA,PRIUS,2014,HYBRID,COMFORTING NEST TRANS INC
+2274,TOYOTA,PRIUS,2013,HYBRID,"SPARTAN, INC."
+5380,TOYOTA,CAMRY,2013,HYBRID,OKUBA CAB COMPANY
+5885,TOYOTA,PRIUS,2015,HYBRID,HEBRON TRANS INC
+3312,TOYOTA,PRIUS,2013,HYBRID,RANI TAXI CORP
+5664,TOYOTA,CAMRY,2014,HYBRID,SHAD EXPRESS INC.
+6747,TOYOTA,PRIUS,2015,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES IV"
+354,TOYOTA,COROLLA,2017,GASOLINE,NAXOS CAB CORP
+5084,TOYOTA,CAMRY,2016,HYBRID,CARE CAB COMPANY
+2134,TOYOTA,CAMRY,2014,HYBRID,FIRST CIVIC CORP
+2481,KIA,SOUL,2017,GASOLINE,"ABRON CAB COMPANY, INC."
+5145,TOYOTA,CAMRY,2012,HYBRID,HHH & I COMPANY
+2483,TOYOTA,COROLLA,2016,HYBRID,"ABRON CAB COMPANY, INC."
+6496,TOYOTA,SIENNA,2017,GASOLINE,HYUN TRANSPORTATION INC.
+1654,TOYOTA,CAMRY,2013,HYBRID,PRESTIGE TAXI CORP
+3787,TOYOTA,CAMRY,2015,HYBRID,UNIVERSAL TAXI COMPANY
+3782,TOYOTA,CAMRY,2014,HYBRID,FARINA CAB INC
+1999,TOYOTA,COROLLA,2015,GASOLINE,ANTISAMOS CAB CO
+5326,TOYOTA,PRIUS,2015,HYBRID,HUDSON CAB CORP.
+5156,TOYOTA,CAMRY,2019,GASOLINE,YOMI ADEOYE CAB CO INC
+3457,TOYOTA,RAV4,2018,HYBRID,ELBA INC
+5273,TOYOTA,PRIUS,2015,HYBRID,ABREHET GEBREHIWOT
+1384,NISSAN,NV200,2015,HYBRID,BARBIE IN CHICAGO CAB CORP
+3440,TOYOTA,CAMRY,2012,HYBRID,FELLYTONE INC
+2016,TOYOTA,CAMRY,2014,HYBRID,KAMM TRAVEL INC
+3859,TOYOTA,PRIUS,2013,HYBRID,CATCH A CAB CORP.
+1366,TOYOTA,PRIUS,2014,HYBRID,A & S CAB CO INC
+243,VPG,MV-1,2012,COMPRESSED,TAXI OUT CAB CO
+1731,TOYOTA,RAV4,2013,GASOLINE,KPOOKEKE  INC
+3370,TOYOTA,PRIUS,2013,HYBRID,JOTI CAB COMPANY
+5001,TOYOTA,PRIUS,2014,HYBRID,JOTI CAB COMPANY
+3906,TOYOTA,CAMRY,2014,HYBRID,HIMALAYA CORP
+2194,TOYOTA,PRIUS,2015,HYBRID,ANY CAB TWO CORP.
+5815,FORD,ESCAPE,2012,FLEX FUEL,COREY CAB CO
+6264,TOYOTA,CAMRY,2013,HYBRID,RICHMOND CAB CO INC
+5491,TOYOTA,COROLLA,2015,GASOLINE,WESTERN GREEN CAB CO
+2691,TOYOTA,COROLLA,2015,GASOLINE,LUCKY 7 CAB COMPANY
+434,TOYOTA,SIENNA,2020,GASOLINE,ESRAA CAB CORP
+5519,TOYOTA,COROLLA,2015,GASOLINE,WOLFGANG'S CAB COMPANY
+2934,FORD,ESCAPE,2012,HYBRID,PAULA H CORP.
+2048,TOYOTA,CAMRY,2015,HYBRID,ADAM VALI CAB INC
+1558,TOYOTA,CAMRY,2014,HYBRID,FLAG CAB CORP.
+5173,FORD,ESCAPE,2012,HYBRID,BENNANI TRANS INC
+34,TOYOTA,HIGHLANDER,2019,GASOLINE,DOUMB CAB CO
+5190,TOYOTA,CAMRY,2013,HYBRID,BARAKA ENTERPRISES INC.
+3812,TOYOTA,CAMRY,2019,HYBRID,AMRIN1 TRANS INC
+2376,TOYOTA,CAMRY,2013,HYBRID,MISTY CAB CORP
+5261,NISSAN,KICKS,2019,GASOLINE,THASOS CAB CORP
+6443,TOYOTA,SIENNA,2020,GASOLINE,"WALAD, INC."
+1252,TOYOTA,CAMRY,2017,GASOLINE,YC21 LLC
+116,TOYOTA,PRIUS,2014,HYBRID,CCO CHICAGO CORP.
+1524,NISSAN,ALTIMA,2011,HYBRID,ACROSS THE TOWN CAB CORP
+5016,TOYOTA,CAMRY,2016,HYBRID,SUN OK KIM
+6285,NISSAN,ALTIMA,2011,HYBRID,AGEAN TAXI LLC
+6294,TOYOTA,CAMRY,2012,HYBRID,ALI BROTHERS USA INC
+3417,NISSAN,ALTIMA,2013,GASOLINE,OCTAVIA CAB CORP
+4942,FORD,ESCAPE,2011,HYBRID,SUNLIGHT CAB CO
+327,FORD,ESCAPE,2011,HYBRID,NECT 23 LLC
+3784,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION ONE LLC.
+3803,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION ONE LLC.
+6283,TOYOTA,RAV4,2017,GASOLINE,"DELOTS, INC"
+5681,FORD,FUSION,2018,HYBRID,WICKER PARK CAB LLC
+2118,TOYOTA,RAV4,2016,HYBRID,LUCKY TAXICAB INC
+3043,TOYOTA,CAMRY,2013,HYBRID,"WADOOD, INC"
+3697,TOYOTA,RAV4,2019,HYBRID,YOHANNES ADDISU
+669,TOYOTA,PRIUS,2014,HYBRID,BLESS TAXI INC
+1958,FORD,ESCAPE,2012,HYBRID,AQUARIUS CAB INC.
+4256,TOYOTA,PRIUS,2013,HYBRID,NECT 5 INC
+5270,TOYOTA,PRIUS,2012,HYBRID,CHATHA CAB CO
+6488,TOYOTA,COROLLA,2019,GASOLINE,ZUHA TAXI CORP
+4424,TOYOTA,SIENNA,2015,GASOLINE,"CUBBY CAB, INC."
+4384,FORD,ESCAPE,2012,HYBRID,"NECT 3, INC"
+2328,TOYOTA,CAMRY,2014,HYBRID,MENDEFERA CAB INC
+2354,TOYOTA,COROLLA,2018,GASOLINE,DOLPHIN CAB INC
+4415,TOYOTA,CAMRY,2015,HYBRID,CHICAGO MEDALLION THREE LLC.
+6302,TOYOTA,CAMRY,2012,HYBRID,PETERSON CAB CO INC
+1014,HYUNDAI,ELANTRA,2018,GASOLINE,ALTHERAS CAB CORP
+5283,TOYOTA,SIENNA,2013,GASOLINE,SJ TAXI CORP.
+4311,TOYOTA,CAMRY,2013,HYBRID,CHICAGO MEDALLION THREE LLC.
+364,TOYOTA,PRIUS,2014,HYBRID,NECT 31 LLC
+1368,TOYOTA,PRIUS,2013,HYBRID,KHAOLA INC
+1750,TOYOTA,PRIUS,2013,HYBRID,BMF INC
+2768,FORD,ESCAPE,2012,HYBRID,AQUARIUS CAB INC.
+2133,TOYOTA,PRIUS,2012,HYBRID,CHICAB ONE INC
+6308,TOYOTA,CAMRY,2013,HYBRID,ZAKARIA EXPRESS INC
+6322,TOYOTA,CAMRY,2013,HYBRID,ALIKHLAS INC
+4976,TOYOTA,CAMRY,2016,HYBRID,PARTHENAN LLC
+3844,TOYOTA,PRIUS,2014,HYBRID,NECT 21 LLC
+2414,TOYOTA,CAMRY,2017,HYBRID,NEW WINDY CITY TAXI INC
+5227,TOYOTA,PRIUS,2013,HYBRID,AKAL TRANSPORT CORP
+2221,FORD,ESCAPE,2012,HYBRID,REX 2 INC.
+6323,TOYOTA,PRIUS,2014,HYBRID,OYIME INVESTMENT CORPORATION
+6342,TOYOTA,SIENNA,2016,GASOLINE,AMAL CORPORATION
+6350,TOYOTA,PRIUS,2013,HYBRID,BIG APPLE CAB ONE CO.
+1465,TOYOTA,CAMRY,2013,HYBRID,BOULEVARD CORP
+916,TOYOTA,PRIUS,2013,HYBRID,NECT 36 LLC
+946,TOYOTA,PRIUS,2014,HYBRID,NECT 37 LLC
+5281,TOYOTA,CAMRY,2016,HYBRID,BAHAYLAY INC
+6361,TOYOTA,CAMRY,2014,HYBRID,RANGI CAB CO
+6348,FORD,FUSION,2014,HYBRID,MAZ INC. CORP.
+4994,TOYOTA,PRIUS,2015,HYBRID,I.B.M.F. TAXI LLC
+5485,TOYOTA,CAMRY,2013,HYBRID,"MASAMI CAB COMPANY, INC."
+541,FORD,ESCAPE,2012,HYBRID,"LULU THREE, INC"
+316,TOYOTA,CAMRY,2015,HYBRID,MR TAXI 1 INC
+6398,TOYOTA,CAMRY,2012,HYBRID,YAAH CAB CO
+4027,TOYOTA,PRIUS,2013,HYBRID,GONDAR EXPRESS CORP
+4,TOYOTA,CAMRY,2019,HYBRID,YC1 LLC
+6394,TOYOTA,PRIUS,2014,HYBRID,BIG APPLE CAB ONE CO.
+6453,NISSAN,ALTIMA,2011,HYBRID,6453 INC.
+6450,TOYOTA,SIENNA,2019,GASOLINE,SOLOMON MANSON
+5475,TOYOTA,CAMRY,2017,HYBRID,PRIME TAXI CORP.
+6462,TOYOTA,CAMRY,2014,HYBRID,MIRA EXPRESS INC
+6424,TOYOTA,PRIUS,2015,HYBRID,STNY TAXI CORP.
+6414,TOYOTA,PRIUS,2014,HYBRID,AKARAKA TRANSPORT INC.
+5042,TOYOTA,CAMRY,2016,HYBRID,W TAXI INC.
+5020,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIES 28
+6447,VPG,MV-1,2016,GASOLINE,AWISE INC
+5044,TOYOTA,CAMRY,2018,HYBRID,RIVERSIDE CAB CORP
+506,FORD,FUSION,2016,HYBRID,13C TAXI INC
+6465,TOYOTA,CAMRY,2019,HYBRID,BELAY CORP
+4177,TOYOTA,CAMRY,2016,HYBRID,ABDUL LLC
+4839,TOYOTA,CAMRY,2019,HYBRID,EYOB & YAFET LLC
+4849,FORD,FUSION,2014,HYBRID,ACROSS THE TOWN CAB CORP
+2023,FORD,FUSION,2012,HYBRID,FLORINA INC.
+5589,FORD,ESCAPE,2011,HYBRID,IMAGIN EXPRESS INC
+2094,FORD,ESCAPE,2010,HYBRID,NECT 21 LLC
+266,TOYOTA,PRIUS,2013,HYBRID,NECT 26 LLC
+219,FORD,FUSION,2014,HYBRID,TAURUS CAB INC
+5154,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIES 28
+5164,TOYOTA,COROLLA,2018,GASOLINE,ANTIPAROS CAB CORP
+3720,TOYOTA,PRIUS,2013,HYBRID,"ADELA, INC."
+2050,FORD,FUSION,2014,HYBRID,NECT 13 LLC
+5180,TOYOTA,RAV4,2016,HYBRID,SAMUEL A ANUM
+5613,TOYOTA,PRIUS,2013,HYBRID,HARD EIGHT CAB CO
+6513,TOYOTA,CAMRY,2017,HYBRID,"TAXI MEDALLION GROUP, LLC-SERIES 34"
+356,TOYOTA,PRIUS,2015,HYBRID,TAURUS CAB INC
+3929,FORD,FUSION,2014,HYBRID,NECT 28 LLC
+3606,TOYOTA,PRIUS,2012,HYBRID,"ADELA, INC."
+4245,FORD,FUSION,2012,HYBRID,NEW PISCES INC.
+2427,FORD,FUSION,2012,HYBRID,NECT 14 LLC
+5162,FORD,ESCAPE,2012,HYBRID,VERONIQUE ARIELLE CAB CORP.
+559,TOYOTA,PRIUS,2012,HYBRID,"LULU THREE, INC"
+1802,TOYOTA,PRIUS,2013,HYBRID,AQUARIUS CAB INC.
+2334,TOYOTA,PRIUS,2014,HYBRID,REX 1 INC.
+49,DODGE,CARAVAN,2016,FLEX FUEL,NECT 30 LLC
+3880,FORD,FUSION,2014,HYBRID,NECT 29 LLC
+379,FORD,ESCAPE,2012,HYBRID,NECT 27 LLC
+496,FORD,ESCAPE,2011,HYBRID,FLORINA INC.
+4452,TOYOTA,PRIUS,2013,HYBRID,REX 10 INC
+5114,TOYOTA,PRIUS,2013,HYBRID,ADRIAN INC.
+418,FORD,ESCAPE,2012,HYBRID,VIRGO TAXI CAB CO.
+4462,FORD,ESCAPE,2010,HYBRID,"NECT 3, INC"
+3804,FORD,FUSION,2014,HYBRID,NECT 27 LLC
+5206,HYUNDAI,ELANTRA,2018,GASOLINE,ATHINA CAB CORP.
+5266,TOYOTA,CAMRY,2015,HYBRID,A&P TRANSPORTATION INC.
+551,FORD,FUSION,2014,HYBRID,NECT 48 LLC
+5660,TOYOTA,CAMRY,2013,HYBRID,SARAH ENTERPRISES
+5268,TOYOTA,SIENNA,2018,GASOLINE,"OBA-OMO OF CHICAGO, INC"
+5762,TOYOTA,SIENNA,2020,GASOLINE,PENN - J INC
+60,TOYOTA,PRIUS,2013,HYBRID,NECT 18 LLC
+565,FORD,ESCAPE,2012,HYBRID,LULU FOUR INC
+5728,TOYOTA,CAMRY,2013,HYBRID,RIVERSIDE CAB CORP
+5930,TOYOTA,PRIUS,2014,HYBRID,REX 2 INC.
+5069,TOYOTA,CAMRY,2014,HYBRID,TANAKA TRANS CORP.
+5532,FORD,FUSION,2013,HYBRID,"REX 6, INC."
+532,FORD,ESCAPE,2010,HYBRID,NECT 25 LLC
+576,FORD,ESCAPE,2012,HYBRID,LULU FOUR INC
+6101,TOYOTA,PRIUS,2014,HYBRID,REX 10 INC
+6528,TOYOTA,COROLLA,2018,GASOLINE,ANTIPAROS CAB CORP
+581,TOYOTA,CAMRY,2011,HYBRID,PARAMJIT ENTERPRISES INC
+670,TOYOTA,PRIUS,2015,HYBRID,AQUARIUS CAB INC.
+6688,FORD,FUSION,2014,HYBRID,"REX 6, INC."
+594,TOYOTA,CAMRY,2012,HYBRID,CHIEF TAXI CO.
+4278,TOYOTA,PRIUS,2014,HYBRID,TAXI MEDALLION GROUP LLC SERIES X
+528,TOYOTA,CAMRY,2018,HYBRID,N & F INC
+5834,DODGE,CARAVAN,2017,FLEX FUEL,RIVERSIDE CAB CORP
+5785,TOYOTA,PRIUS,2013,HYBRID,FOUNDATION TRANSIT INC.
+6352,FORD,FUSION,2011,HYBRID,NECT 14 LLC
+5292,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLIONGROUP LLCSERIESXXIX
+5791,TOYOTA,RAV4,2018,HYBRID,COBBYSYMS INC
+932,TOYOTA,PRIUS,2014,HYBRID,NECT 37 LLC
+943,TOYOTA,PRIUS,2014,HYBRID,NECT 37 LLC
+871,FORD,ESCAPE,2010,HYBRID,REX 3 INC.
+5950,TOYOTA,CAMRY,2014,HYBRID,P.K. CAB CO.
+6273,FORD,FUSION,2013,HYBRID,NECT 14 LLC
+755,VPG,MV-1,2012,COMPRESSED,NECT 33 LLC
+984,TOYOTA,PRIUS,2014,HYBRID,NECT 39 LLC
+653,FORD,C-MAX,2016,HYBRID,OIA CAB CORP.
+5315,TOYOTA,RAV4,2017,HYBRID,PAACONNIE INC.
+103,TOYOTA,PRIUS,2013,HYBRID,SOPHIE TAXI LLC
+6564,TOYOTA,CAMRY,2015,HYBRID,ELEGANCE EXPRESS INC
+5376,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLIONGROUP LLCSERIESXXIX
+3278,TOYOTA,CAMRY,2017,HYBRID,AWRA AND SARON CAB CORP
+5926,TOYOTA,CAMRY,2016,HYBRID,AWRA AND SARON CAB CORP
+5312,TOYOTA,PRIUS,2015,HYBRID,MRS. TAXI INC
+5330,TOYOTA,CAMRY,2016,HYBRID,W TAXI INC.
+5416,TOYOTA,PRIUS,2016,HYBRID,"KABHER, CORP."
+5408,TOYOTA,RAV4,2019,HYBRID,BMK TAXI CORP
+6600,TOYOTA,CAMRY,2017,HYBRID,RIDWAN ENTERPRISES INC.
+5448,CHRYSLER  TOWN AND,COUNTRY,2013,FLEX FUEL,OKUNDAYE & SONS CO
+5976,TOYOTA,PRIUS,2015,HYBRID,BELICAGO TAXI LLC
+6652,TOYOTA,CAMRY,2013,HYBRID,TANVIR ENTERPRISES INC.
+6619,NISSAN,NV200,2014,GASOLINE,DEKA TWO CAB CORP.
+6013,TOYOTA,PRIUS,2014,HYBRID,BENJAMIN OWEN CORPORATION
+6653,TOYOTA,CAMRY,2016,HYBRID,RENNS INC
+5441,TOYOTA,CAMRY,2014,HYBRID,NOORANI CAB SERVICE INC.
+6195,TOYOTA,SIENNA,2019,GASOLINE,AQRAMAR TAXI INC.
+6591,TOYOTA,CAMRY,2013,HYBRID,AL MAZA CAB CO.
+6590,TOYOTA,PRIUS,2009,HYBRID,NORTH SHORE CAB INC.
+6630,TOYOTA,PRIUS,2015,HYBRID,ON THE GO CAB CO INC
+548,FORD,ESCAPE,2012,HYBRID,"LULU THREE, INC"
+6668,TOYOTA,SIENNA,2018,GASOLINE,SAJA CORPORATION
+677,TOYOTA,PRIUS,2014,HYBRID,SANTORINI CAB CORP.
+66,TOYOTA,PRIUS,2013,HYBRID,SOPHIE TAXI LLC
+6030,TOYOTA,CAMRY,2014,HYBRID,SUKHI ENTERPRISES INC.
+5566,TOYOTA,CAMRY,2017,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 30"
+6655,TOYOTA,CAMRY,2016,HYBRID,"TAXI MEDALLION GROUP, LLC-SERIES 34"
+5476,TOYOTA,PRIUS,2014,HYBRID,DEFIANCE TAXI LLC
+5590,TOYOTA,CAMRY,2016,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 31"
+6738,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC - SERIES 36
+6764,TOYOTA,SIENNA,2015,GASOLINE,MANASSEH INC.
+672,TOYOTA,RAV4,2014,GASOLINE,VIDAL EXPRESS INC
+6043,TOYOTA,SIENNA,2017,HYBRID,CITY ROAD CORP
+682,TOYOTA,PRIUS,2015,HYBRID,J.Q. TAXI CORP.
+562,VPG,MV-1,2014,GASOLINE,TAXI MEDALLION GROUP LLC SERIESXII
+687,TOYOTA,CAMRY,2016,HYBRID,SANTORINI CAB CORP.
+692,TOYOTA,CAMRY,2013,HYBRID,YAAH CAB CO
+5602,TOYOTA,SIENNA,2018,GASOLINE,"5A TRANSIT, INC"
+6826,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 38
+6886,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 38
+6737,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC - SERIES 36
+6,TOYOTA,CAMRY,2019,HYBRID,YC1 LLC
+689,TOYOTA,PRIUS,2013,HYBRID,NECT 32 LLC
+695,TOYOTA,PRIUS,2012,HYBRID,TALAL TRANS INC
+5634,TOYOTA,CAMRY,2017,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 31"
+5600,TOYOTA,CAMRY,2016,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 31"
+791,NISSAN,ALTIMA,2011,HYBRID,MUNICH TAXI LLC
+74,TOYOTA,CAMRY,2014,HYBRID,GREVENA CORP
+830,TOYOTA,CAMRY,2014,HYBRID,SKYVIEW CAB CORP.
+763,TOYOTA,PRIUS,2013,HYBRID,SKYVIEW CAB CORP.
+553,TOYOTA,PRIUS,2013,HYBRID,WULLEN CAB CO.
+785,TOYOTA,PRIUS,2015,HYBRID,AHMED CAB COMPANY
+825,TOYOTA,PRIUS,2014,HYBRID,NECT 34 LLC
+750,TOYOTA,CAMRY,2015,HYBRID,GALAXY CHICAGO INC
+788,VPG,MV-1,2014,GASOLINE,"TAXI MEDALLION GROUP, LLC-SERIES XV"
+809,TOYOTA,CAMRY,2014,HYBRID,J K TAXICAB INC
+751,TOYOTA,PRIUS,2013,HYBRID,FAST CAB COMPANY
+790,NISSAN,ALTIMA,2011,HYBRID,FRAPPE TAXI LLC
+773,TOYOTA,PRIUS,2015,HYBRID,BEBE VICTOR INC
+768,TOYOTA,SIENNA,2020,GASOLINE,AHMED EXPRESS INC
+744,TOYOTA,RAV4,2019,HYBRID,SIMB TAXI COMPANY
+7,TOYOTA,CAMRY,2017,HYBRID,YC1 LLC
+73,TOYOTA,PRIUS,2014,HYBRID,BEBE VICTOR INC
+5901,TOYOTA,RAV4,2020,HYBRID,ERITREAN AMERICAN INC
+835,TOYOTA,PRIUS,2012,HYBRID,SWEETGRASS CAPITAL CORP.
+5897,TOYOTA,HIGHLANDER,2019,GASOLINE,TOP TOP TAXI INC
+919,TOYOTA,PRIUS,2012,HYBRID,SWEETGRASS CAPITAL CORP.
+5692,TOYOTA,PRIUS,2013,HYBRID,"ECO 1 TAXI, INC"
+941,TOYOTA,PRIUS,2012,HYBRID,BMC CAB CORP.
+831,TOYOTA,SIENNA,2016,GASOLINE,ONAAB INC
+840,NISSAN,NV200,2014,GASOLINE,HUDSON CAB CORP.
+867,TOYOTA,CAMRY,2019,HYBRID,GSI TRAVELS CORP.
+900,VPG,MV-1,2016,GASOLINE,"TAXI MEDALLION GROUP,LLC-SERIES XIX"
+5601,TOYOTA,SIENNA,2020,GASOLINE,PIONEER TRANS INC
+95,TOYOTA,CAMRY,2014,HYBRID,TAJ NAUSHEENA INC.
+846,TOYOTA,PRIUS,2013,HYBRID,NECT 34 LLC
+93,TOYOTA,PRIUS,2015,HYBRID,SOPHIE TAXI LLC
+5714,TOYOTA,PRIUS,2014,HYBRID,GREENVALE TAXI LLC
+940,TOYOTA,CAMRY,2016,HYBRID,SAFI TRANSPORTATION INC
+5627,TOYOTA,CAMRY,2017,HYBRID,"TAXI MEDALLION GROUP, LLC SERIES 31"
+914,NISSAN,SENTRA,2019,GASOLINE,BETHUNE TAXI LLC
+971,TOYOTA,RAV4,2015,GASOLINE,SILVERO ENTERPRISES INC.
+90,TOYOTA,SIENNA,2018,GASOLINE,NECT 19 LLC
+1442,TOYOTA,PRIUS,2014,HYBRID,AQUARIUS CAB INC.
+454,FORD,C-MAX,2013,HYBRID,BIG CITY TAXI CORP.
+6468,TOYOTA,CAMRY,2013,HYBRID,"A. BARAVATI INTERNATIONAL, INC."
+975,FORD,C-MAX,2015,HYBRID,OIA CAB CORP.
+88,FORD,FUSION,2014,HYBRID,NECT 15 LLC
+5917,TOYOTA,PRIUS,2014,HYBRID,ERENA CAB CO
+5017,TOYOTA,CAMRY,2014,HYBRID,RANA CAB INC
+6924,TOYOTA,PRIUS,2013,HYBRID,SUNFLOWER CAB CO.
+102,TOYOTA,CAMRY,2013,HYBRID,CHITOWN CAB INC. #IV
+6946,TOYOTA,PRIUS,2013,HYBRID,SUNFLOWER CAB CO.
+2892,FORD,FUSION,2012,HYBRID,TERRA TAXI THREE CORP.
+986,NISSAN,SENTRA,2019,GASOLINE,BETHUNE TAXI LLC
+896,TOYOTA,PRIUS,2013,HYBRID,NECT 16 LLC
+2540,NISSAN,NV200,2015,GASOLINE,"I & B MIDWEST ENTERPRISE, INC."
+2570,TOYOTA,RAV4,2017,HYBRID,DABAT CAB CO
+5722,TOYOTA,CAMRY,2017,HYBRID,SHYLOH INC
+729,TOYOTA,PRIUS,2014,HYBRID,NECT 32 LLC
+988,TOYOTA,CAMRY,2016,HYBRID,LAKEFRONT TAXI INC.
+6888,NISSAN,ALTIMA,2011,HYBRID,APOPO LLC
+6442,TOYOTA,PRIUS,2014,HYBRID,S A H I 6442 TAXI INC
+323,TOYOTA,PRIUS,2012,HYBRID,CAPRICORN CAB INC
+1016,TOYOTA,PRIUS,2013,HYBRID,VALI ENTERPRISES INC
+1861,TOYOTA,CAMRY,2017,HYBRID,A1- HUSSAIN EXPRESS INC
+1626,TOYOTA,CAMRY,2013,HYBRID,SALAM AA TAXI COMPANY
+5726,TOYOTA,CAMRY,2016,HYBRID,W TAXI INC.
+4614,DODGE,CARAVAN,2016,FLEX FUEL,CHICAGO MEDALLION FOUR LLC.
+931,TOYOTA,CAMRY,2014,HYBRID,CHICAGO MEDALLION SIX LLC.
+6726,TOYOTA,PRIUS,2013,HYBRID,TAXI MEDALLION GROUPLLC -SERIESXXV
+148,TOYOTA,CAMRY,2013,HYBRID,DRIVEN TAXICAB LLC
+5412,VPG,MV-1,2016,GASOLINE,"TAXI MEDALLION GROUP,LLC SERIES VII"
+1220,NISSAN,SENTRA,2019,GASOLINE,ANY CAB CORP.
+572,TOYOTA,PRIUS,2014,HYBRID,SIX GEMS LLC
+6107,TOYOTA,CAMRY,2014,HYBRID,STEFANIE AND ANDREW CAB CORP.
+3009,TOYOTA,PRIUS,2013,HYBRID,NUT TREE CAB CO
+6705,FORD,ESCAPE,2012,HYBRID,CHICAGO AUCTION CAB CO.
+85,TOYOTA,CAMRY,2014,HYBRID,ADINA TAXI INC.
+4731,TOYOTA,CAMRY,2014,GASOLINE,CHICAGO MEDALLION FOUR LLC.
+5560,FORD,ESCAPE,2012,HYBRID,SCORPION CAB CO.
+6310,TOYOTA,PRIUS,2017,HYBRID,NOEL EXPRESS INC.
+6282,TOYOTA,PRIUS,2012,HYBRID,KARAM CORP
+6324,FORD,ESCAPE,2011,HYBRID,IAMA EXPRESS INC
+1071,TOYOTA,PRIUS,2015,HYBRID,CHEN CHICAGO CORP.
+2038,FORD,ESCAPE,2010,HYBRID,SAGGITARIUS 1 INC.
+5750,HYUNDAI,ELANTRA,2018,GASOLINE,HYDRA CAB CORP
+6123,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC - SERIES 33
+1429,TOYOTA,CAMRY,2014,HYBRID,KAPO TAXI CORP
+3071,TOYOTA,SIENNA,2016,HYBRID,KARIM ALLAM CAB CO
+6723,DODGE     GRAND,CARAVAN,2010,FLEX FUEL,"FRAN, INC."
+2317,TOYOTA,CAMRY,2018,GASOLINE,FIZZA INC.
+6905,TOYOTA,PRIUS,2014,HYBRID,PONZI TAXI CO
+522,TOYOTA,SIENNA,2016,GASOLINE,ALVANO TAXI CO.
+4370,FORD,ESCAPE,2012,FLEX FUEL,ADEFAMCO CORP.
+1165,TOYOTA,RAV4,2018,HYBRID,B & T CAB CO
+6380,TOYOTA,RAV4,2016,GASOLINE,BARAK' ALLAH CORP
+6477,TOYOTA,RAV4,2016,HYBRID,KYS. ERINI INC
+314,FORD,ESCAPE,2010,HYBRID,CAPRICORN CAB INC
+3593,TOYOTA,CAMRY,2014,HYBRID,MAXIMA CAB COMPANY
+3795,FORD,FUSION,2014,HYBRID,NECT 27 LLC
+697,TOYOTA,PRIUS,2014,HYBRID,NECT 32 LLC
+6223,FORD,FUSION,2018,HYBRID,ARMITAGE TAXI LLC
+1159,TOYOTA,CAMRY,2017,HYBRID,MURAD INC
+332,FORD,FUSION,2012,HYBRID,CAPRICORN CAB INC
+2010,EVROLET,TRAX,2017,GASOLINE,KALIB 2010 INC.
+6511,TOYOTA,RAV4,2017,HYBRID,KEY PROJECT INC.
+1868,FORD,ESCAPE,2012,HYBRID,J & I CAB CORP
+2627,FORD,C-MAX,2013,HYBRID,HUDSON CAB CORP.
+5792,TOYOTA,PRIUS,2013,HYBRID,TAXI MEDALLION GROUP LLC SERIES IX
+740,FORD,ESCAPE,2012,HYBRID,REX 3 INC.
+5786,TOYOTA,PRIUS,2013,HYBRID,DEHAI CAB INC.
+174,TOYOTA,CAMRY,2015,HYBRID,MR. TAXI INC.
+5814,DODGE     GRAND,CARAVAN,2012,FLEX FUEL,PERSISTENCE TAXI LLC
+3392,TOYOTA,CAMRY,2018,HYBRID,FIRST LUNA INC.
+4884,TOYOTA,CAMRY,2015,HYBRID,4884 RAJA INC
+4529,TOYOTA,PRIUS,2012,HYBRID,SIENNA ZONE CAB CO.
+4959,TOYOTA,PRIUS,2014,HYBRID,SLSJETS II CAB CORP.
+2106,VPG,MV-1,2012,COMPRESSED,BELKIDS TAXI LLC
+6080,TOYOTA,CAMRY,2013,HYBRID,MAC 24 CORP
+4460,VPG,MV-1,2012,COMPRESSED,BELKIDS TAXI LLC
+3423,TOYOTA,RAV4,2019,HYBRID,YEMD INC.
+2017,NISSAN,SENTRA,2019,GASOLINE,ANY CAB CORP.
+5183,TOYOTA,COROLLA,2017,GASOLINE,ITHAKA CAB CORP
+6929,TOYOTA,CAMRY,2014,HYBRID,SIX Q INC
+6155,TOYOTA,PRIUS,2013,HYBRID,DEHAI CAB INC.
+6603,TOYOTA,CAMRY,2014,HYBRID,KING CHICAGO INC
+721,TOYOTA,PRIUS,2014,HYBRID,SAGGITARIUS 1 INC.
+4041,FORD,ESCAPE,2011,HYBRID,NEW PISCES INC.
+2559,TOYOTA,COROLLA,2016,HYBRID,"DESIDERATO CAB COMPANY, INC."
+4086,DODGE,CARAVAN,2017,GASOLINE,CHICAGO MEDALLION ONE LLC.
+294,FORD,ESCAPE,2011,HYBRID,CAPRICORN CAB INC
+1095,TOYOTA,PRIUS,2014,HYBRID,CHICAGO MEDALLION SIX LLC.
+5798,HYUNDAI,ELANTRA,2018,GASOLINE,HYDRA CAB CORP
+6859,DODGE     GRAND,CARAVAN,2014,FLEX FUEL,U NEED A CAB INC
+3962,TOYOTA,CAMRY,2014,HYBRID,SANTORINI TWO CAB CORP.
+5012,FORD,FUSION,2012,HYBRID,CHICAGO MEDALLION FIVE LLC
+6882,NISSAN,ALTIMA,2011,HYBRID,MOMO LLC
+5320,TOYOTA,PRIUS,2014,HYBRID,LILLY CAB CORP
+657,FORD,ESCAPE,2010,HYBRID,NECT 45 LLC
+693,TOYOTA,CAMRY,2011,HYBRID,PRIME TAXI CORP.
+1354,TOYOTA,CAMRY,2016,HYBRID,BAIG ENTERPRISES INC
+5893,TOYOTA,PRIUS,2015,HYBRID,TAXI MEDALLION GROUP LLC SERIES III
+2755,TOYOTA,CAMRY,2013,HYBRID,2755 TAXI CORP.
+2420,FORD,ESCAPE,2012,HYBRID,TINA HACKING CORP.
+4456,FORD,FUSION,2016,HYBRID,MRS. TAXI INC
+3070,TOYOTA,PRIUS,2014,HYBRID,CATCH A CAB CORP.
+4577,FORD,ESCAPE,2012,HYBRID,SIENNA ZONE CAB CO.
+58,TOYOTA,CAMRY,2019,HYBRID,MAYAYE CORP
+1553,TOYOTA,PRIUS,2016,HYBRID,ILYASEEN CAB CO.
+4270,TOYOTA,CAMRY,2015,HYBRID,CHICAGO MEDALLION TWO LLC.
+4950,TOYOTA,PRIUS,2016,HYBRID,BASUKA INC
+1074,TOYOTA,PRIUS,2012,HYBRID,SOHA TAXI INC
+6832,TOYOTA,CAMRY,2016,HYBRID,FILE ZANI CORP.
+3468,TOYOTA,CAMRY,2015,HYBRID,PATWA TAXI INC
+1936,FORD,ESCAPE,2012,HYBRID,LILLY CAB CORP
+5942,TOYOTA,SIENNA,2018,GASOLINE,ABDI ALI NUGAAL CO.
+1172,TOYOTA,SIENNA,2019,GASOLINE,SOUTHWEST CAB INC.
+6935,TOYOTA,CAMRY,2017,HYBRID,JHELUM TAXI INC
+5979,TOYOTA,PRIUS,2014,HYBRID,MEGU CAB INC
+5948,TOYOTA,CAMRY,2012,HYBRID,DIAMOND STAR TRANSPORTATION INC
+5390,TOYOTA,CAMRY,2012,HYBRID,KHANAL BROTHERS AND CO
+6918,TOYOTA,PRIUS,2016,HYBRID,BROWN EYES CAB CORP.
+2156,TOYOTA,CAMRY,2014,HYBRID,ALAMO CAB CO
+5225,FORD,ESCAPE,2012,HYBRID,"LUCKY SEVEN CHICAGO ONE, INC."
+6941,TOYOTA,CAMRY,2017,HYBRID,A & S TAXI INC
+3248,TOYOTA,CAMRY,2012,HYBRID,SAFE-WAY CAB CO.
+6553,TOYOTA,CAMRY,2013,HYBRID,SPEEDY CAB CORP.
+5202,TOYOTA,SIENNA,2020,GASOLINE,ASSYRIA CAB CORP
+321,TOYOTA,PRIUS,2015,HYBRID,MR TAXI 2 INC
+1343,FORD,ESCAPE,2011,HYBRID,AQUARIUS CAB INC.
+2147,FORD,ESCAPE,2012,HYBRID,AQUARIUS CAB INC.
+1054,NISSAN,ALTIMA,2011,HYBRID,GRAND CAB COMPANY
+5091,TOYOTA,PRIUS,2013,HYBRID,AKAL CAB COMPANY
+2108,TOYOTA,PRIUS,2013,HYBRID,AQUARIUS CAB INC.
+3565,TOYOTA,COROLLA,2015,GASOLINE,MARWILL CAB COMPANY
+2946,FORD,FUSION,2014,HYBRID,AQUARIUS CAB INC.
+4412,TOYOTA,CAMRY,2017,HYBRID,TAXI 4 YOU INC
+6118,HYUNDAI,SONATA,2016,HYBRID,6118 TAXI CORP
+6891,TOYOTA,SIENNA,2016,GASOLINE,ULTRA INVESTMENT CORP
+1664,TOYOTA,CAMRY,2016,HYBRID,SUSU TAXI INC
+4986,TOYOTA,PRIUS,2014,HYBRID,AMC CAB CORP.
+2602,TOYOTA,PRIUS,2012,HYBRID,MARWILL CAB COMPANY
+1769,TOYOTA,PRIUS,2014,HYBRID,IDEAL CAB COMPANY
+3194,TOYOTA,PRIUS,2012,HYBRID,GREEN EYES CAB CORP.
+2611,TOYOTA,CAMRY,2013,HYBRID,DEFIANCE TAXI LLC
+4212,TOYOTA,CAMRY,2016,HYBRID,SUSU TAXI INC
+435,TOYOTA,PRIUS,2012,HYBRID,CHICAGO SEVEN INC
+4751,TOYOTA,CAMRY,2011,HYBRID,CHICAGO MEDALLION TEN LLC
+492,FORD,ESCAPE,2012,HYBRID,CHICAGO SEVEN INC
+4273,TOYOTA,CAMRY,2016,HYBRID,CHICAGO MEDALLION TWO LLC.
+5588,TOYOTA,CAMRY,2010,HYBRID,AMC CAB CORP.
+1420,HYUNDAI,ELANTRA,2018,GASOLINE,SAMOS CAB CORP
+5986,FORD,ESCAPE,2012,HYBRID,VERONIQUE ARIELLE CAB CORP.
+700,KIA,OPTIMA,2015,GASOLINE,HASAN CAB CORPORATION
+3026,TOYOTA,CAMRY,2017,GASOLINE,"SALLBEG, INC."
+1421,TOYOTA,CAMRY,2015,HYBRID,EC CHICAGO TAXI LLC
+4193,FORD,TAURUS,2015,FLEX FUEL,"G. T. HASNEM, INC."
+779,TOYOTA,CAMRY,2014,HYBRID,HBO CAB CORP
+4480,DODGE     GRAND,CARAVAN,2016,FLEX FUEL,CHICAGO MEDALLION THREE LLC.
+3309,TOYOTA,SIENNA,2019,GASOLINE,KYEREMAACHAKUS INC
+889,TOYOTA,CAMRY,2016,HYBRID,BRIDGET CAB COMPANY
+944,NISSAN,KICKS,2019,GASOLINE,NAXOS CAB CORP
+901,TOYOTA,PRIUS,2014,HYBRID,NECT 36 LLC
+6018,TOYOTA,CAMRY,2013,HYBRID,PARIKH ENTERPRISES I INC
+5370,TOYOTA,SIENNA,2020,GASOLINE,QUOMASS INC
+6026,TOYOTA,CAMRY,2013,GASOLINE,LOGAN SQUARE TRANSPORTATION CORP
+1605,DODGE,CARAVAN,2016,FLEX FUEL,ASCEND INVESTMENTS INCORPORATED
+5781,TOYOTA,CAMRY,2019,HYBRID,STARTING POINT TAXI LLC
+947,TOYOTA,CAMRY,2016,HYBRID,BIG TONKA INC
+2764,TOYOTA,CAMRY,2015,HYBRID,BOK RYE LEE
+6782,KIA,SEDONA,2017,GASOLINE,ODUA INC
+4559,TOYOTA,CAMRY,2013,HYBRID,CHICAGO MEDALLION THREE LLC.
+6064,TOYOTA,SIENNA,2019,GASOLINE,TASKOS INC
+5462,TOYOTA,COROLLA,2017,COMPRESSED,SAMI CAB CORP
+990,TOYOTA,PRIUS,2014,HYBRID,ELSTON FIVE LLC
+6628,TOYOTA,CAMRY,2015,HYBRID,"BOLAKO, INC"
+2172,TOYOTA,CAMRY,2016,HYBRID,"BEST TAXI IN TOWN CORP,"
+1621,FORD,ESCAPE,2010,HYBRID,AQUARIUS CAB INC.
+906,TOYOTA,CAMRY,2016,HYBRID,"HARA DIN, INC."
+6108,NISSAN,ALTIMA,2013,HYBRID,M & A TAXI CORPORATION
+5081,TOYOTA,CAMRY,2010,HYBRID,TAKOR & CO. LTD
+2733,HONDA,CRV,2019,GASOLINE,BENNY D. JONA
+4079,DODGE,CARAVAN,2013,FLEX FUEL,MOSES FRANK
+3211,TOYOTA,CAMRY,2014,HYBRID,PARAMJIT ENTERPRISES INC
+862,TOYOTA,COROLLA,2017,COMPRESSED,NATURAL GASPETANI CAB CORP
+4107,TOYOTA,RAV4,2018,GASOLINE,LEAK & N ENTERPRISES INC.
+3111,TOYOTA,PRIUS,2015,HYBRID,JIFFY CAB CO.
+3514,TOYOTA,CAMRY,2014,HYBRID,NEW DIAMOND JUBILEE INC
+441,TOYOTA,COROLLA,2017,COMPRESSED,NATURAL GASPETANI CAB CORP
+2065,TOYOTA,PRIUS,2013,HYBRID,SBD TAXICAB INC
+6968,VPG,MV-1,2014,GASOLINE,B & B TAXI CAB INC
+5331,TOYOTA,CAMRY,2016,HYBRID,SOHIL INC
+4957,TOYOTA,PRIUS,2013,HYBRID,TANTA CAB CO
+2007,TOYOTA,CAMRY,2015,HYBRID,TANTA CAB CO
+429,TOYOTA,CAMRY,2012,HYBRID,MCCAB VII CORP.
+6035,FORD,FUSION,2011,HYBRID,BMC CAB CORP.
+2511,HYUNDAI,ELANTRA,2018,GASOLINE,ALTHERAS CAB CORP
+5140,FORD,FUSION,2012,HYBRID,IRA C BERGER
+6198,TOYOTA,PRIUS,2012,HYBRID,DAHLAK CORP
+6280,TOYOTA,CAMRY,2014,HYBRID,"TANAKA TRANS CORP., II"
+6268,TOYOTA,CAMRY,2015,HYBRID,H & R CAB CORP.
+6134,TOYOTA,SIENNA,2012,GASOLINE,"EMMASCO, INC"
+6286,TOYOTA,CAMRY,2017,HYBRID,Z & Z CAB INC
+6276,TOYOTA,SIENNA,2019,GASOLINE,N & Y INC.
+6292,TOYOTA,CAMRY,2017,HYBRID,Z & Z CAB INC
+6192,TOYOTA,CAMRY,2019,HYBRID,U CAB INC
+6162,TOYOTA,SCION,2013,GASOLINE,BIEN AIME CO
+6314,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC - SERIES 33
+6210,TOYOTA,PRIUS,2013,HYBRID,MEGABIT 15 INC
+6407,TOYOTA,SIENNA,2020,GASOLINE,NAVEAD INC
+646,NISSAN,SENTRA,2019,GASOLINE,AGAPH CAB CORP
+6402,TOYOTA,CAMRY,2015,GASOLINE,MASSEW CORP
+6440,TOYOTA,CAMRY,2014,HYBRID,PEACE 4 ALL INC
+6436,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC - SERIES 33
+4330,NISSAN,NV200,2015,HYBRID,GYPSY CAB CORP.
+6676,TOYOTA,SIENNA,2020,GASOLINE,ALMAHDI INC
+6598,TOYOTA,CAMRY,2014,HYBRID,CHITOWN CAB INC # II
+6728,HYUNDAI,ELANTRA,2018,GASOLINE,SAMOS CAB CORP
+6686,FORD,ESCAPE,2012,HYBRID,GYPSY CAB CORP.
+6570,TOYOTA,PRIUS,2016,HYBRID,BETHEL MOKSON INC
+688,TOYOTA,SIENNA,2019,GASOLINE,QUOMASS INC
+814,DODGE,CARAVAN,2016,GASOLINE,MCCAB IX CORP.
+836,TOYOTA,PRIUS,2014,HYBRID,JOHNS CABS CORP.
+816,TOYOTA,CAMRY,2014,HYBRID,DEFIANCE TAXI LLC
+860,HYUNDAI,ELANTRA,2018,GASOLINE,ZEUS CAB CORP.
+702,TOYOTA,RAV4,2017,HYBRID,Z & Z CAB INC
+726,TOYOTA,CAMRY,2014,HYBRID,SKYWARD CAB INC.
+6734,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 35
+6750,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC-SERIES 37
+71,TOYOTA,CAMRY,2013,HYBRID,PED 4 LLC
+4496,TOYOTA,SIENNA,2020,GASOLINE,FAIZ CAB INC
+4448,TOYOTA,PRIUS,2013,HYBRID,BMC CAB CORP.
+934,TOYOTA,SIENNA,2018,GASOLINE,TAXI ME INC
+958,FORD,ESCAPE,2010,HYBRID,NECT 47LLC
+4524,TOYOTA,CAMRY,2017,HYBRID,CAROL CAB CO.
+4428,TOYOTA,SIENNA,2015,GASOLINE,WONDER CAB COMPANY
+6933,FORD,C-MAX,2013,HYBRID,SANTORINI THREE CAB CORP.
+4814,TOYOTA,CAMRY,2017,HYBRID,TAXI MEDALLION GROUP LLC SERIES 27
+4820,TOYOTA,CAMRY,2016,HYBRID,TAXI MEDALLION GROUP LLC SERIES 28
+5902,TOYOTA,CAMRY,2013,HYBRID,SAFAR INC
+1407,HYUNDAI,ELANTRA,2018,GASOLINE,MYKONOS CAB CORP.
+854,TOYOTA,CAMRY,2012,HYBRID,JOELIZ CORP INC
+6274,TOYOTA,CAMRY,2012,HYBRID,A K O S INC
+4675,FORD,ESCAPE,2011,FLEX FUEL,MAJAZ CORP
diff --git a/data/ten_yr.csv b/data/ten_yr.csv
new file mode 100644
index 0000000..04b510f
--- /dev/null
+++ b/data/ten_yr.csv
@@ -0,0 +1,5 @@
+metric,2007-02-01,2007-03-01,2007-04-01,2007-05-01,2007-06-01,2007-07-01,2007-08-01,2007-09-01,2007-10-01,2007-11-01,2007-12-01,2008-01-01,2008-02-01,2008-03-01,2008-04-01,2008-05-01,2008-06-01,2008-07-01,2008-08-01,2008-09-01,2008-10-01,2008-11-01,2008-12-01,2009-01-01,2009-02-01,2009-03-01,2009-04-01,2009-05-01,2009-06-01,2009-07-01,2009-08-01,2009-09-01,2009-10-01,2009-11-01,2009-12-01
+open,0.033,-0.060,0.025,-0.004,0.061,0.027,-0.059,-0.046,0.014,-0.027,-0.115,0.023,-0.094,-0.025,-0.021,0.076,0.073,-0.021,0.000,-0.024,-0.026,0.050,-0.268,-0.236,0.286,0.046,-0.103,0.191,0.107,0.024,-0.007,-0.047,-0.032,0.034,-0.051
+high,-0.007,-0.041,0.022,0.031,0.080,-0.022,-0.060,-0.038,0.004,-0.056,-0.039,-0.053,-0.023,-0.065,0.050,0.065,0.045,-0.035,-0.020,-0.045,0.052,-0.035,-0.272,-0.011,0.069,-0.004,0.041,0.187,0.068,-0.062,0.032,-0.090,0.012,-0.004,0.099
+low,-0.016,-0.008,0.031,-0.002,0.059,-0.027,-0.052,-0.043,0.003,-0.108,-0.001,-0.146,0.075,-0.067,0.043,0.073,0.047,-0.023,-0.002,-0.136,0.046,-0.138,-0.304,0.059,0.217,-0.062,0.069,0.168,0.123,-0.055,0.040,-0.036,-0.051,0.030,0.007
+close,-0.057,0.022,-0.004,0.056,0.029,-0.052,-0.049,0.009,-0.023,-0.112,0.016,-0.098,-0.029,-0.029,0.095,0.076,-0.017,0.000,-0.042,0.004,0.037,-0.255,-0.241,0.267,0.069,-0.117,0.164,0.109,0.017,-0.006,-0.029,-0.028,0.026,-0.056,0.201
\ No newline at end of file
diff --git a/data/top_cust.csv b/data/top_cust.csv
new file mode 100644
index 0000000..76448af
--- /dev/null
+++ b/data/top_cust.csv
@@ -0,0 +1,60 @@
+cid,srid,fname,lname,phone,fax,email
+1,3,Luís,Gonçalves,+55 (12) 3923-5555,+55 (12) 3923-5566,luisg@embraer.com.br
+2,5,Leonie,Köhler,+49 0711 2842222,NaN,leonekohler@surfeu.de
+3,3,François,Tremblay,+1 (514) 721-4711,NaN,ftremblay@gmail.com
+4,4,Bjørn,Hansen,+47 22 44 22 22,NaN,bjorn.hansen@yahoo.no
+5,4,František,Wichterlová,+420 2 4172 5555,+420 2 4172 5555,frantisekw@jetbrains.com
+6,5,Helena,Holý,+420 2 4177 0449,NaN,hholy@gmail.com
+7,5,Astrid,Gruber,+43 01 5134505,NaN,astrid.gruber@apple.at
+8,4,Daan,Peeters,+32 02 219 03 03,NaN,daan_peeters@apple.be
+9,4,Kara,Nielsen,+453 3331 9991,NaN,kara.nielsen@jubii.dk
+10,4,Eduardo,Martins,+55 (11) 3033-5446,+55 (11) 3033-4564,eduardo@woodstock.com.br
+11,5,Alexandre,Rocha,+55 (11) 3055-3278,+55 (11) 3055-8131,alero@uol.com.br
+12,3,Roberto,Almeida,+55 (21) 2271-7000,+55 (21) 2271-7070,roberto.almeida@riotur.gov.br
+13,4,Fernanda,Ramos,+55 (61) 3363-5547,+55 (61) 3363-7855,fernadaramos4@uol.com.br
+14,5,Mark,Philips,+1 (780) 434-4554,+1 (780) 434-5565,mphilips12@shaw.ca
+15,3,Jennifer,Peterson,+1 (604) 688-2255,+1 (604) 688-8756,jenniferp@rogers.ca
+16,4,Frank,Harris,+1 (650) 253-0000,+1 (650) 253-0000,fharris@google.com
+17,5,Jack,Smith,+1 (425) 882-8080,+1 (425) 882-8081,jacksmith@microsoft.com
+18,3,Michelle,Brooks,+1 (212) 221-3546,+1 (212) 221-4679,michelleb@aol.com
+19,3,Tim,Goyer,+1 (408) 996-1010,+1 (408) 996-1011,tgoyer@apple.com
+20,4,Dan,Miller,+1 (650) 644-3358,NaN,dmiller@comcast.com
+21,5,Kathy,Chase,+1 (775) 223-7665,NaN,kachase@hotmail.com
+22,4,Heather,Leacock,+1 (407) 999-7788,NaN,hleacock@gmail.com
+23,4,John,Gordon,+1 (617) 522-1333,NaN,johngordon22@yahoo.com
+24,3,Frank,Ralston,+1 (312) 332-3232,NaN,fralston@gmail.com
+25,5,Victor,Stevens,+1 (608) 257-0597,NaN,vstevens@yahoo.com
+26,4,Richard,Cunningham,+1 (817) 924-7272,NaN,ricunningham@hotmail.com
+27,4,Patrick,Gray,+1 (520) 622-4200,NaN,patrick.gray@aol.com
+28,5,Julia,Barnett,+1 (801) 531-7272,NaN,jubarnett@gmail.com
+29,3,Robert,Brown,+1 (416) 363-8888,NaN,robbrown@shaw.ca
+30,3,Edward,Francis,+1 (613) 234-3322,NaN,edfrancis@yachoo.ca
+31,5,Martha,Silk,+1 (902) 450-0450,NaN,marthasilk@gmail.com
+32,4,Aaron,Mitchell,+1 (204) 452-6452,NaN,aaronmitchell@yahoo.ca
+33,3,Ellie,Sullivan,+1 (867) 920-2233,NaN,ellie.sullivan@shaw.ca
+34,4,João,Fernandes,+351 (213) 466-111,NaN,jfernandes@yahoo.pt
+35,4,Madalena,Sampaio,+351 (225) 022-448,NaN,masampaio@sapo.pt
+36,5,Hannah,Schneider,+49 030 26550280,NaN,hannah.schneider@yahoo.de
+37,3,Fynn,Zimmermann,+49 069 40598889,NaN,fzimmermann@yahoo.de
+38,3,Niklas,Schröder,+49 030 2141444,NaN,nschroder@surfeu.de
+39,4,Camille,Bernard,+33 01 49 70 65 65,NaN,camille.bernard@yahoo.fr
+40,4,Dominique,Lefebvre,+33 01 47 42 71 71,NaN,dominiquelefebvre@gmail.com
+41,5,Marc,Dubois,+33 04 78 30 30 30,NaN,marc.dubois@hotmail.com
+42,3,Wyatt,Girard,+33 05 56 96 96 96,NaN,wyatt.girard@yahoo.fr
+43,3,Isabelle,Mercier,+33 03 80 73 66 99,NaN,isabelle_mercier@apple.fr
+44,3,Terhi,Hämäläinen,+358 09 870 2000,NaN,terhi.hamalainen@apple.fi
+45,3,Ladislav,Kovács,NaN,NaN,ladislav_kovacs@apple.hu
+46,3,Hugh,O'Reilly,+353 01 6792424,NaN,hughoreilly@apple.ie
+47,5,Lucas,Mancini,+39 06 39733434,NaN,lucas.mancini@yahoo.it
+48,5,Johannes,Van,der Berg,+31 020 6223130,johavanderberg@yahoo.nl
+49,4,Stanisław,Wójcik,+48 22 828 37 39,NaN,stanisław.wójcik@wp.pl
+50,5,Enrique,Muñoz,+34 914 454 454,NaN,enrique_munoz@yahoo.es
+51,5,Joakim,Johansson,+46 08-651 52 52,NaN,joakim.johansson@yahoo.se
+52,3,Emma,Jones,+44 020 7707 0707,NaN,emma_jones@hotmail.com
+53,3,Phil,Hughes,+44 020 7976 5722,NaN,phil.hughes@gmail.com
+54,5,Steve,Murray,+44 0131 315 3300,NaN,steve.murray@yahoo.uk
+55,4,Mark,Taylor,+61 (02) 9332 3633,NaN,mark.taylor@yahoo.au
+56,4,Diego,Gutiérrez,+54 (0)11 4311 4333,NaN,diego.gutierrez@yahoo.ar
+57,5,Luis,Rojas,+56 (0)2 635 4444,NaN,luisrojas@yahoo.cl
+58,3,Manoj,Pareek,+91 0124 39883988,NaN,manoj.pareek@rediff.com
+59,3,Puja,Srivastava,+91 080 22289999,NaN,puja_srivastava@yahoo.in
diff --git a/data/top_invoices.csv b/data/top_invoices.csv
new file mode 100644
index 0000000..1c763c1
--- /dev/null
+++ b/data/top_invoices.csv
@@ -0,0 +1,17 @@
+ilid,iid,tid,uprice,quantity
+470,88,2832,1.99,1
+473,88,2850,1.99,1
+476,88,2868,1.99,1
+527,96,3214,1.99,1
+528,96,3223,1.99,1
+533,99,3250,1.99,1
+1098,201,3200,1.99,1
+1100,202,3223,1.99,1
+1668,306,3177,1.99,1
+1670,307,3200,1.99,1
+1678,310,3214,1.99,1
+1686,312,3250,1.99,1
+2190,404,2832,1.99,1
+2192,404,2850,1.99,1
+2194,404,2868,1.99,1
+2240,412,3177,1.99,1
\ No newline at end of file
diff --git a/data/toy_story.csv b/data/toy_story.csv
new file mode 100644
index 0000000..757ff75
--- /dev/null
+++ b/data/toy_story.csv
@@ -0,0 +1,4 @@
+id,title,popularity,release_date
+10193,Toy Story 3,59.995,2010-06-16
+863,Toy Story 2,73.575,1999-10-30
+862,Toy Story,73.640,1995-10-30
\ No newline at end of file
diff --git a/data/tracks_master.csv b/data/tracks_master.csv
new file mode 100644
index 0000000..c79c7b3
--- /dev/null
+++ b/data/tracks_master.csv
@@ -0,0 +1,4 @@
+tid,name,aid,mtid,gid,composer,u_price
+1853,Battery,152,1,3,J.Hetfield/L.Ulrich,0.99
+1854,Master Of Puppets,152,1,3,K.Hammett,0.99
+1857,Disposable Heroes,152,1,3,J.Hetfield/L.Ulrich,0.99
\ No newline at end of file
diff --git a/data/tracks_ride.csv b/data/tracks_ride.csv
new file mode 100644
index 0000000..9d54006
--- /dev/null
+++ b/data/tracks_ride.csv
@@ -0,0 +1,6 @@
+tid,name,aid,mtid,gid,u_price
+1874,Fight Fire With Fire,154,1,3,0.99
+1875,Ride The Lightning,154,1,3,0.99
+1876,For Whom The Bell Tolls,154,1,3,0.99
+1877,Fade To Black,154,1,3,0.99
+1878,Trapped Under Ice,154,1,3,0.99
\ No newline at end of file
diff --git a/data/tracks_st.csv b/data/tracks_st.csv
new file mode 100644
index 0000000..65617d4
--- /dev/null
+++ b/data/tracks_st.csv
@@ -0,0 +1,6 @@
+tid,name,aid,mtid,gid,u_price
+1882,Frantic,155,1,3,0.99
+1883,St. Anger,155,1,3,0.99
+1884,Some Kind Of Monster,155,1,3,0.99
+1885,Dirty Window,155,1,3,0.99
+1886,Invisible Kid,155,1,3,0.99
\ No newline at end of file
diff --git a/data/unemployment.csv b/data/unemployment.csv
new file mode 100644
index 0000000..38d7073
--- /dev/null
+++ b/data/unemployment.csv
@@ -0,0 +1,15 @@
+date,unemployment_rate
+2013-06-01,7.5
+2014-01-01,6.7
+2014-06-01,6.1
+2015-01-01,5.6
+2015-06-01,5.3
+2016-01-01,5.0
+2016-06-01,4.9
+2017-01-01,4.7
+2017-06-01,4.3
+2018-01-01,4.1
+2018-06-01,4.0
+2019-01-01,3.9
+2019-06-01,3.7
+2020-01-01,3.5
\ No newline at end of file
diff --git a/data/ur_wide.csv b/data/ur_wide.csv
new file mode 100644
index 0000000..888e861
--- /dev/null
+++ b/data/ur_wide.csv
@@ -0,0 +1,12 @@
+year,jan,feb,mar,apr,may,jun,jul,aug,sep,oct,nov,dec
+2010,9.8,9.8,9.9,9.9,9.6,9.4,9.4,9.5,9.5,9.4,9.8,9.3
+2011,9.1,9.0,9.0,9.1,9.0,9.1,9.0,9.0,9.0,8.8,8.6,8.5
+2012,8.3,8.3,8.2,8.2,8.2,8.2,8.2,8.1,7.8,7.8,7.7,7.9
+2013,8.0,7.7,7.5,7.6,7.5,7.5,7.3,7.2,7.2,7.2,6.9,6.7
+2014,6.6,6.7,6.7,6.2,6.3,6.1,6.2,6.1,5.9,5.7,5.8,5.6
+2015,5.7,5.5,5.4,5.4,5.6,5.3,5.2,5.1,5.0,5.0,5.1,5.0
+2016,4.9,4.9,5.0,5.0,4.8,4.9,4.8,4.9,5.0,4.9,4.7,4.7
+2017,4.7,4.6,4.4,4.4,4.4,4.3,4.3,4.4,4.2,4.1,4.2,4.1
+2018,4.1,4.1,4.0,4.0,3.8,4.0,3.8,3.8,3.7,3.8,3.7,3.9
+2019,4.0,3.8,3.8,3.6,3.6,3.7,3.7,3.7,3.5,3.6,3.5,3.5
+2020,3.6,3.5,4.4,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN,NaN
\ No newline at end of file
diff --git a/data/wards.csv b/data/wards.csv
new file mode 100644
index 0000000..ffdc32f
--- /dev/null
+++ b/data/wards.csv
@@ -0,0 +1,51 @@
+,ward,alderman,address,zip
+0,1,"Proco ""Joe"" Moreno",2058 NORTH WESTERN AVENUE,60647
+1,2,Brian Hopkins,1400 NORTH ASHLAND AVENUE,60622
+2,3,Pat Dowell,5046 SOUTH STATE STREET,60609
+3,4,William D. Burns,435 EAST 35TH STREET 1ST FLOOR,60616
+4,5,Leslie A. Hairston,2325 EAST 71ST STREET,60649
+5,6,Roderick T. Sawyer,8001 S. MARTIN LUTHER KING DRIVE,60619
+6,7,Gregory I. Mitchell,2249 EAST 95TH STREET,60617
+7,8,Michelle A. Harris,8539 SOUTH COTTAGE GROVE AVENUE,60619
+8,9,Anthony A. Beale,34 EAST 112TH PLACE,60628
+9,10,Susan Sadlowski Garza,10500 SOUTH EWING AVENUE,60617
+10,11,Patrick Daley Thompson,3659 SOUTH HALSTED STREET,60609
+11,12,George Cardenas,3476 SOUTH ARCHER AVENUE,60608
+12,13,Marty Quinn,6500 SOUTH PULASKI ROAD,60629
+13,14,Edward M. Burke,2650 WEST 51ST STREET,60632
+14,15,Raymond A. Lopez,1650 WEST 63RD STREET,60636
+15,16,Toni L. Foulkes,3045 WEST 63RD STREET,60629
+16,17,David H. Moore,7313 SOUTH ASHLAND AVENUE,60636
+17,18,Derrick G. Curtis,8359 SOUTH PULASKI ROAD,60652
+18,19,Matthew J. O'Shea,10400 SOUTH WESTERN AVENUE,60643
+19,20,Willie B. Cochran,6357 SOUTH COTTAGE GROVE AVENUE,60637
+20,21,Howard B. Brookins Jr.,"9011 SOUTH ASHLAND AVENUE ,UNIT B",60620
+21,22,Ricardo Munoz,2500 SOUTH ST. LOUIS AVENUE,60623
+22,23,Michael R. Zalewski,6247 SOUTH ARCHER AVENUE,60638
+23,24,Michael  Jr.,1158 SOUTH KEELER AVENUE,60624
+24,25,"Daniel ""Danny"" Solis",1800 SOUTH BLUE ISLAND AVENUE,60608
+25,26,Roberto Maldonado,2511 WEST DIVISION STREET,60622
+26,27,Walter Burnett  Jr.,4 NORTH WESTERN AVENUE,60612
+27,28,Jason C. Ervin,2602 WEST 16TH STREET,60612
+28,29,Chris Taliaferro,6272 WEST NORTH AVENUE,60639
+29,30,Ariel E. Reyboras,3559 NORTH MILWAUKEE AVENUE,60641
+30,31,"Milagros ""Milly"" Santiago",2521 NORTH PULASKI ROAD,60639
+31,32,Scott Waguespack,2657 NORTH CLYBOURN AVENUE,60614
+32,33,Deborah Mell,3001 WEST IRVING PARK ROAD,60618
+33,34,Carrie M. Austin,507 WEST 111TH STREET,60628
+34,35,Carlos Ramirez-Rosa,2710 NORTH SAWYER AVENUE,60647
+35,36,Gilbert Villegas,6934 WEST DIVERSEY,60607
+36,37,Emma M. Mitts,4924 WEST CHICAGO AVENUE,60651
+37,38,Nicholas Sposato,3821 NORTH HARLEM AVENUE,60634
+38,39,Margaret Laurino,4404 WEST LAWRENCE AVENUE,60630
+39,40,Patrick J. O'Connor,5850 NORTH LINCOLN AVENUE,60659
+40,41,Anthony V. Napolitano,7442 NORTH HARLEM AVENUE,60631
+41,42,Brendan Reilly,"325 WEST HURON STREET,  SUITE 510",60654
+42,43,Michelle Smith,2523 NORTH HALSTED STREET,60614
+43,44,Tom Tunney,3223 NORTH SHEFFIELD AVENUE,60657
+44,45,John S. Arena,4754 NORTH MILWAUKEE AVENUE,60630
+45,46,James Cappleman,4544 NORTH BROADWAY AVENUE,60640
+46,47,Ameya Pawar,4243 NORTH LINCOLN AVENUE,60618
+47,48,Harry Osterman,5533 NORTH BROADWAY AVENUE,60640
+48,49,Joe Moore,7356 NORTH GREENVIEW AVENUE,60626
+49,50,Debra L. Silverstein,2949 WEST DEVON AVENUE  SUITE A,60659
\ No newline at end of file
diff --git a/data/wells.csv b/data/wells.csv
new file mode 100644
index 0000000..8230eff
--- /dev/null
+++ b/data/wells.csv
@@ -0,0 +1,18 @@
+date_time,close
+2017-11-17 15:35:08,54.323
+2017-11-17 15:40:00,54.320
+2017-11-17 15:45:32,54.190
+2017-11-17 15:50:07,54.170
+2017-11-17 15:55:00,54.184
+2017-11-17 16:00:30,54.265
+2017-11-17 16:05:52,54.200
+2017-11-17 16:10:22,54.155
+2017-11-17 16:15:43,54.190
+2017-11-17 16:20:07,54.205
+2017-11-17 16:25:13,54.230
+2017-11-17 16:30:04,54.220
+2017-11-17 16:35:32,54.220
+2017-11-17 16:40:09,54.280
+2017-11-17 16:45:24,54.240
+2017-11-17 16:50:28,54.170
+2017-11-17 16:55:42,54.180
\ No newline at end of file
diff --git a/data/world_happiness.csv b/data/world_happiness.csv
new file mode 100644
index 0000000..b29a64a
--- /dev/null
+++ b/data/world_happiness.csv
@@ -0,0 +1,134 @@
+Unnamed: 0,country,social_support,freedom,corruption,generosity,gdp_per_cap,life_exp,happiness_score,grams_sugar_per_day
+1,Finland,2,5,4.0,47,42400,81.8,155,86.8
+2,Denmark,4,6,3.0,22,48300,81.0,154,152.0
+3,Norway,3,3,8.0,11,66300,82.6,153,120.0
+4,Iceland,1,7,45.0,3,47900,83.0,152,132.0
+5,Netherlands,15,19,12.0,7,50500,81.8,151,122.0
+6,Switzerland,13,11,7.0,16,59000,84.3,150,166.0
+7,Sweden,25,10,6.0,17,47200,82.8,149,115.0
+8,New Zealand,5,8,5.0,8,36500,81.9,148,162.0
+9,Canada,20,9,11.0,14,44200,82.2,147,132.0
+10,Austria,31,26,19.0,25,46900,82.0,146,124.0
+11,Australia,7,17,13.0,6,45500,82.7,145,126.0
+12,Costa Rica,42,16,58.0,75,15800,79.8,144,144.0
+13,Israel,38,93,74.0,24,34100,83.3,143,76.2
+14,Luxembourg,27,28,9.0,30,94300,82.0,142,141.0
+15,United Kingdom,9,63,15.0,4,40400,81.1,141,113.0
+16,Ireland,6,33,10.0,9,72400,82.3,140,126.0
+17,Germany,39,44,17.0,19,46200,80.9,139,133.0
+18,Belgium,22,53,20.0,44,43500,81.7,138,144.0
+19,United States,37,62,42.0,12,56700,78.6,137,175.0
+20,Czech Republic,24,58,121.0,117,34100,79.5,136,118.0
+21,United Arab Emirates,72,4,,15,65700,73.6,135,101.0
+22,Malta,16,12,32.0,5,39300,81.3,134,168.0
+23,Mexico,67,71,87.0,120,18000,75.6,133,133.0
+24,France,32,69,21.0,68,40000,83.1,132,107.0
+25,Chile,58,98,99.0,45,23000,80.0,130,131.0
+26,Guatemala,78,25,82.0,78,7610,73.1,129,132.0
+27,Saudi Arabia,62,68,,82,48100,77.1,128,86.8
+28,Spain,26,95,78.0,50,35700,83.3,126,85.6
+29,Panama,41,32,104.0,88,23300,79.7,125,95.3
+30,Brazil,43,84,71.0,108,14300,75.9,124,117.0
+31,Uruguay,35,30,33.0,80,20900,77.3,123,111.0
+32,El Salvador,83,74,85.0,134,7510,74.5,121,113.0
+33,Italy,23,132,128.0,48,35800,83.5,120,88.0
+34,Trinidad and Tobago,29,51,141.0,41,28500,74.5,117,162.0
+35,Poland,44,52,108.0,77,29900,78.4,116,122.0
+36,Uzbekistan,11,1,18.0,29,6490,70.7,115,27.6
+37,Lithuania,17,122,113.0,124,32400,75.4,114,130.0
+38,Colombia,52,56,124.0,111,13600,80.5,113,160.0
+39,Slovenia,14,13,97.0,54,33700,81.4,112,75.1
+40,Nicaragua,66,70,43.0,71,4620,79.2,111,116.0
+41,Argentina,46,54,109.0,123,17500,77.0,109,132.0
+42,Romania,86,57,146.0,102,25500,75.4,108,70.1
+43,Cyprus,90,81,115.0,39,34500,82.0,107,101.0
+44,Ecuador,71,42,68.0,95,10200,77.2,106,63.3
+45,Kuwait,69,47,,42,64100,83.3,105,106.0
+46,Thailand,53,18,131.0,10,17400,78.6,104,109.0
+47,Latvia,34,126,92.0,105,27300,75.4,103,117.0
+48,South Korea,91,144,100.0,40,37300,83.0,102,105.0
+49,Estonia,12,45,30.0,83,32000,78.5,101,86.5
+50,Jamaica,28,49,130.0,119,8310,74.9,100,135.0
+51,Mauritius,54,40,96.0,37,21800,75.0,99,96.0
+52,Japan,50,64,39.0,92,39700,84.5,98,74.2
+53,Honduras,84,39,79.0,51,4630,74.3,97,131.0
+54,Kazakhstan,19,80,57.0,57,25400,72.8,96,78.4
+55,Bolivia,93,35,91.0,104,7150,73.3,95,75.2
+56,Hungary,51,138,140.0,100,29600,77.2,94,95.0
+57,Paraguay,30,34,76.0,67,12000,76.4,93,69.6
+58,Peru,77,61,132.0,126,13000,80.8,91,62.9
+59,Portugal,47,37,135.0,122,29300,81.8,90,78.0
+60,Pakistan,130,114,55.0,58,5000,67.2,89,76.0
+61,Russia,40,107,127.0,101,25700,72.5,88,134.0
+62,Philippines,75,15,49.0,115,8260,70.0,87,64.6
+63,Serbia,57,124,118.0,84,16700,76.0,86,77.1
+64,Moldova,65,128,148.0,86,6720,73.1,85,64.6
+65,Montenegro,60,139,77.0,76,17800,76.7,83,131.0
+66,Tajikistan,113,86,35.0,72,3150,70.8,82,51.9
+67,Croatia,79,118,139.0,81,24500,78.8,81,118.0
+68,Dominican Republic,55,43,52.0,93,16400,73.5,79,95.3
+69,Turkey,61,140,50.0,98,25000,79.5,77,87.3
+70,Malaysia,97,36,137.0,27,29100,75.0,76,121.0
+71,Belarus,33,131,37.0,103,18000,74.5,75,107.0
+72,Greece,102,150,123.0,152,25700,81.3,74,80.3
+73,Mongolia,10,112,119.0,38,12800,69.3,73,40.3
+74,Nigeria,111,75,114.0,59,5300,65.2,71,29.4
+75,Turkmenistan,8,83,,33,17600,70.3,69,24.6
+76,Algeria,101,149,46.0,128,14000,78.1,68,78.2
+77,Morocco,139,76,84.0,154,7770,74.4,67,109.0
+78,Azerbaijan,104,101,22.0,146,16200,71.1,66,50.5
+79,Lebanon,89,136,133.0,63,11700,78.1,65,123.0
+80,Indonesia,94,48,129.0,2,12100,71.9,64,46.5
+81,China,108,31,,133,17100,77.5,63,18.8
+82,Vietnam,64,23,86.0,97,6970,74.7,62,27.4
+83,Cameroon,129,90,120.0,91,3400,63.8,60,27.2
+84,Bulgaria,18,115,147.0,112,20200,75.1,59,78.7
+85,Ghana,132,91,117.0,52,4430,66.1,58,40.5
+86,Nepal,87,67,65.0,46,2880,71.5,56,13.0
+87,Jordan,88,88,,118,8350,79.6,55,128.0
+88,Benin,153,103,75.0,116,2230,65.3,54,21.4
+89,Gabon,95,119,103.0,143,16200,69.0,52,42.6
+90,South Africa,63,85,102.0,89,12000,66.9,50,101.0
+91,Albania,133,87,134.0,60,12700,78.5,49,131.0
+92,Venezuela,49,145,110.0,139,9720,75.1,48,106.0
+93,Cambodia,109,2,94.0,61,4080,70.4,47,51.5
+94,Senegal,106,121,88.0,130,3460,68.6,45,50.0
+95,Namibia,70,82,98.0,142,9700,67.2,43,55.4
+96,Niger,140,111,51.0,135,954,63.2,42,14.5
+97,Burkina Faso,116,127,47.0,125,1810,62.5,41,20.3
+98,Armenia,117,123,93.0,129,9730,75.9,40,97.4
+99,Iran,134,117,44.0,28,16100,77.8,39,79.8
+100,Guinea,136,109,70.0,94,2420,61.6,38,27.2
+101,Georgia,147,104,28.0,153,10700,73.2,37,93.1
+102,Gambia,125,89,26.0,64,1570,66.4,36,72.2
+103,Kenya,123,72,105.0,26,3160,66.7,35,43.7
+104,Mauritania,99,151,67.0,148,3890,71.0,34,99.2
+105,Mozambique,122,46,40.0,121,1170,59.9,33,30.7
+106,Tunisia,121,143,101.0,144,11100,78.7,32,95.5
+107,Bangladesh,126,27,36.0,107,4140,73.7,31,22.1
+108,Iraq,124,130,66.0,73,15700,77.1,30,52.8
+109,Mali,112,110,107.0,138,2100,62.9,28,28.1
+110,Sierra Leone,135,116,112.0,79,1460,61.3,27,16.5
+111,Sri Lanka,80,55,111.0,35,12100,77.8,26,73.4
+112,Myanmar,96,29,24.0,1,6270,69.1,25,46.2
+113,Chad,141,142,80.0,106,1740,60.6,24,29.1
+114,Ukraine,56,141,143.0,66,8480,70.8,23,126.0
+115,Ethiopia,119,106,53.0,99,1900,69.1,22,18.1
+116,Swaziland,103,113,41.0,145,9560,61.8,21,95.3
+117,Uganda,114,99,95.0,74,1870,66.6,20,32.4
+118,Egypt,118,129,89.0,132,11400,71.0,19,78.0
+119,Zambia,115,73,69.0,53,3700,64.0,18,28.1
+120,Togo,149,120,72.0,131,1610,65.0,17,33.3
+121,India,142,41,73.0,65,7230,69.5,16,64.2
+122,Liberia,127,94,126.0,110,1140,65.2,15,15.5
+123,Madagascar,128,146,116.0,136,1490,64.2,13,20.3
+124,Lesotho,98,97,59.0,151,2920,56.1,12,45.5
+125,Zimbabwe,110,96,63.0,141,2390,62.0,10,80.6
+126,Haiti,146,152,48.0,20,1640,65.7,9,45.8
+127,Botswana,105,60,54.0,150,16800,69.8,8,85.0
+128,Malawi,150,65,64.0,109,1180,64.2,6,22.6
+129,Yemen,100,147,83.0,155,2340,68.1,5,77.9
+130,Rwanda,144,21,2.0,90,2110,69.1,4,14.1
+131,Tanzania,131,78,34.0,49,2980,67.7,3,28.0
+132,Afghanistan,151,155,136.0,137,1760,64.1,2,24.5
+133,Central African Republic,155,133,122.0,113,794,52.9,1,22.4
diff --git a/data/zip_demo.csv b/data/zip_demo.csv
new file mode 100644
index 0000000..57d852e
--- /dev/null
+++ b/data/zip_demo.csv
@@ -0,0 +1,67 @@
+zip,income
+60630,70122
+60640,50488
+60622,87143
+60614,100116
+60608,41226
+60618,66246
+60647,68223
+60636,27573
+60639,41307
+60628,38206
+60612,38756
+60617,38417
+60659,50554
+60619,32558
+60629,41856
+60609,33959
+60641,33959
+60632,42335
+60631,82226
+60643,59488
+60637,28024
+60649,24941
+60638,67045
+60623,31445
+60654,04629
+60651,36283
+60657,88708
+60607,92240
+60620,33304
+60616,46340
+60624,22467
+60652,65770
+60634,62223
+60626,39163
+60633,50164
+60613,79565
+60610,81567
+60601,10215
+60625,63106
+60615,41679
+60655,94524
+60642,92797
+60611,96040
+60606,39179
+60707,55566
+60603,40114
+60621,19845
+60656,60575
+60661,04714
+60604,14565
+60605,07811
+60646,86534
+60645,50589
+60173,79024
+60602,15774
+60660,45442
+60653,28411
+60827,31008
+60007,73026
+60666,62992
+60644,61229
+53045,100438
+60076,74964
+60126,103454
+60458,47411
+60423,100098
\ No newline at end of file
diff --git a/file-management-and-http/CSV Old School.ipynb b/file-management-and-http/CSV Old School.ipynb
index 63e956f..2dc66bc 100644
--- a/file-management-and-http/CSV Old School.ipynb	
+++ b/file-management-and-http/CSV Old School.ipynb	
@@ -38,9 +38,7 @@
      "start_time": "2025-07-24T14:07:16.317531Z"
     }
    },
-   "source": [
-    "f = open('./products.csv', 'r')"
-   ],
+   "source": "f = open('data/products.csv', 'r')",
    "outputs": [],
    "execution_count": 2
   },
diff --git a/file-management-and-http/Intro to File Management.ipynb b/file-management-and-http/Intro to File Management.ipynb
index 2062776..30c3939 100644
--- a/file-management-and-http/Intro to File Management.ipynb	
+++ b/file-management-and-http/Intro to File Management.ipynb	
@@ -69,9 +69,7 @@
    "execution_count": 12,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "f = open('alice.txt', 'r')"
-   ]
+   "source": "f = open('data/alice.txt', 'r')"
   },
   {
    "cell_type": "code",
@@ -83,10 +81,10 @@
      "evalue": "not writable",
      "output_type": "error",
      "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mUnsupportedOperation\u001b[0m                      Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-13-6f4ad3e64898>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Hello World'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mUnsupportedOperation\u001b[0m: not writable"
+      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
+      "\u001B[0;31mUnsupportedOperation\u001B[0m                      Traceback (most recent call last)",
+      "\u001B[0;32m<ipython-input-13-6f4ad3e64898>\u001B[0m in \u001B[0;36m<module>\u001B[0;34m()\u001B[0m\n\u001B[0;32m----> 1\u001B[0;31m \u001B[0mf\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mwrite\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;34m'Hello World'\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m",
+      "\u001B[0;31mUnsupportedOperation\u001B[0m: not writable"
      ]
     }
    ],
@@ -153,7 +151,7 @@
     }
    ],
    "source": [
-    "f = open('products.csv', 'r')\n",
+    "f = open('data/products.csv', 'r')\n",
     "f.read(10)"
    ]
   },
@@ -285,9 +283,7 @@
    "execution_count": 26,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "f = open('alice.txt')"
-   ]
+   "source": "f = open('data/alice.txt')"
   },
   {
    "cell_type": "code",
@@ -336,9 +332,7 @@
    "execution_count": 30,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "f = open('alice.txt')"
-   ]
+   "source": "f = open('data/alice.txt')"
   },
   {
    "cell_type": "code",
@@ -384,9 +378,7 @@
    "execution_count": 32,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "f = open('alice.txt')"
-   ]
+   "source": "f = open('data/alice.txt')"
   },
   {
    "cell_type": "code",
@@ -486,9 +478,7 @@
    "execution_count": 37,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "f = open('alice.txt')"
-   ]
+   "source": "f = open('data/alice.txt')"
   },
   {
    "cell_type": "code",
@@ -615,10 +605,10 @@
      "evalue": "I/O operation on closed file.",
      "output_type": "error",
      "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-42-8013280f4ff8>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m5\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m: I/O operation on closed file."
+      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
+      "\u001B[0;31mValueError\u001B[0m                                Traceback (most recent call last)",
+      "\u001B[0;32m<ipython-input-42-8013280f4ff8>\u001B[0m in \u001B[0;36m<module>\u001B[0;34m()\u001B[0m\n\u001B[0;32m----> 1\u001B[0;31m \u001B[0mf\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mread\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;36m5\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m",
+      "\u001B[0;31mValueError\u001B[0m: I/O operation on closed file."
      ]
     }
    ],
diff --git a/file-management-and-http/Intro to Files (Cheatsheet).ipynb b/file-management-and-http/Intro to Files (Cheatsheet).ipynb
index 895dd21..65b28f3 100644
--- a/file-management-and-http/Intro to Files (Cheatsheet).ipynb	
+++ b/file-management-and-http/Intro to Files (Cheatsheet).ipynb	
@@ -21,7 +21,7 @@
    "execution_count": 1,
    "metadata": {},
    "outputs": [],
-   "source": "f = open('./alice.txt', 'r')"
+   "source": "f = open('data/alice.txt', 'r')"
   },
   {
    "cell_type": "markdown",
diff --git a/file-management-and-http/The with context manager.ipynb b/file-management-and-http/The with context manager.ipynb
index 3c1486e..7656dfe 100644
--- a/file-management-and-http/The with context manager.ipynb	
+++ b/file-management-and-http/The with context manager.ipynb	
@@ -11,28 +11,33 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T05:43:44.232425Z",
+     "start_time": "2025-08-12T05:43:44.209471Z"
+    }
+   },
+   "source": [
+    "f = open('data/alice.txt')\n",
+    "line = f.readline()\n",
+    "# Really dumb idea, this will fail:\n",
+    "line + 3\n",
+    "f.close()"
+   ],
    "outputs": [
     {
      "ename": "TypeError",
-     "evalue": "must be str, not int",
+     "evalue": "can only concatenate str (not \"int\") to str",
      "output_type": "error",
      "traceback": [
-      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
-      "\u001B[0;31mTypeError\u001B[0m                                 Traceback (most recent call last)",
-      "\u001B[0;32m<ipython-input-1-b65af68d779c>\u001B[0m in \u001B[0;36m<module>\u001B[0;34m()\u001B[0m\n\u001B[1;32m      2\u001B[0m \u001B[0mline\u001B[0m \u001B[0;34m=\u001B[0m \u001B[0mf\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mreadline\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[1;32m      3\u001B[0m \u001B[0;31m# Really dumb idea, this will fail:\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0;32m----> 4\u001B[0;31m \u001B[0mline\u001B[0m \u001B[0;34m+\u001B[0m \u001B[0;36m3\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m\u001B[1;32m      5\u001B[0m \u001B[0mf\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mclose\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n",
-      "\u001B[0;31mTypeError\u001B[0m: must be str, not int"
+      "\u001B[31m---------------------------------------------------------------------------\u001B[39m",
+      "\u001B[31mTypeError\u001B[39m                                 Traceback (most recent call last)",
+      "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[3]\u001B[39m\u001B[32m, line 4\u001B[39m\n\u001B[32m      2\u001B[39m line = f.readline()\n\u001B[32m      3\u001B[39m \u001B[38;5;66;03m# Really dumb idea, this will fail:\u001B[39;00m\n\u001B[32m----> \u001B[39m\u001B[32m4\u001B[39m \u001B[43mline\u001B[49m\u001B[43m \u001B[49m\u001B[43m+\u001B[49m\u001B[43m \u001B[49m\u001B[32;43m3\u001B[39;49m\n\u001B[32m      5\u001B[39m f.close()\n",
+      "\u001B[31mTypeError\u001B[39m: can only concatenate str (not \"int\") to str"
      ]
     }
    ],
-   "source": [
-    "f = open('./alice.txt')\n",
-    "line = f.readline()\n",
-    "# Really dumb idea, this will fail:\n",
-    "line + 3\n",
-    "f.close()"
-   ]
+   "execution_count": 3
   },
   {
    "cell_type": "markdown",
@@ -102,7 +107,7 @@
     }
    ],
    "source": [
-    "f = open('./alice.txt')\n",
+    "f = open('data/alice.txt')\n",
     "try:\n",
     "    # do all the dangerous tasks here\n",
     "    line = f.readline()\n",
@@ -165,7 +170,7 @@
     }
    ],
    "source": [
-    "with open('./alice.txt') as my_file:\n",
+    "with open('data/alice.txt') as my_file:\n",
     "    print(my_file.read(5))"
    ]
   },
@@ -198,26 +203,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T05:43:44.277070Z",
+     "start_time": "2025-08-12T05:43:40.653874Z"
+    }
+   },
+   "source": [
+    "with open('data/alice.txt') as my_file:\n",
+    "    line = my_file.read(5)\n",
+    "    line + 3"
+   ],
    "outputs": [
     {
      "ename": "TypeError",
-     "evalue": "must be str, not int",
+     "evalue": "can only concatenate str (not \"int\") to str",
      "output_type": "error",
      "traceback": [
-      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
-      "\u001B[0;31mTypeError\u001B[0m                                 Traceback (most recent call last)",
-      "\u001B[0;32m<ipython-input-17-88b93568e19e>\u001B[0m in \u001B[0;36m<module>\u001B[0;34m()\u001B[0m\n\u001B[1;32m      1\u001B[0m \u001B[0;32mwith\u001B[0m \u001B[0mopen\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;34m'../lesson-1-intro-to-file-management/alice.txt'\u001B[0m\u001B[0;34m)\u001B[0m \u001B[0;32mas\u001B[0m \u001B[0mmy_file\u001B[0m\u001B[0;34m:\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[1;32m      2\u001B[0m     \u001B[0mline\u001B[0m \u001B[0;34m=\u001B[0m \u001B[0mmy_file\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mread\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;36m5\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0;32m----> 3\u001B[0;31m     \u001B[0mline\u001B[0m \u001B[0;34m+\u001B[0m \u001B[0;36m3\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m",
-      "\u001B[0;31mTypeError\u001B[0m: must be str, not int"
+      "\u001B[31m---------------------------------------------------------------------------\u001B[39m",
+      "\u001B[31mTypeError\u001B[39m                                 Traceback (most recent call last)",
+      "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[2]\u001B[39m\u001B[32m, line 3\u001B[39m\n\u001B[32m      1\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m \u001B[38;5;28mopen\u001B[39m(\u001B[33m'\u001B[39m\u001B[33mdata/alice.txt\u001B[39m\u001B[33m'\u001B[39m) \u001B[38;5;28;01mas\u001B[39;00m my_file:\n\u001B[32m      2\u001B[39m     line = my_file.read(\u001B[32m5\u001B[39m)\n\u001B[32m----> \u001B[39m\u001B[32m3\u001B[39m     \u001B[43mline\u001B[49m\u001B[43m \u001B[49m\u001B[43m+\u001B[49m\u001B[43m \u001B[49m\u001B[32;43m3\u001B[39;49m\n",
+      "\u001B[31mTypeError\u001B[39m: can only concatenate str (not \"int\") to str"
      ]
     }
    ],
-   "source": [
-    "with open('./alice.txt') as my_file:\n",
-    "    line = my_file.read(5)\n",
-    "    line + 3"
-   ]
+   "execution_count": 2
   },
   {
    "cell_type": "code",
diff --git a/file-management-and-http/alice.txt b/file-management-and-http/data/alice.txt
similarity index 100%
rename from file-management-and-http/alice.txt
rename to file-management-and-http/data/alice.txt
diff --git a/file-management-and-http/products.csv b/file-management-and-http/data/products.csv
similarity index 100%
rename from file-management-and-http/products.csv
rename to file-management-and-http/data/products.csv
diff --git a/introduction/Logic, Control Flow and Filtering.ipynb b/introduction/Logic, Control Flow and Filtering.ipynb
new file mode 100644
index 0000000..f2a8b0e
--- /dev/null
+++ b/introduction/Logic, Control Flow and Filtering.ipynb	
@@ -0,0 +1,738 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Logic, Control Flow and Filtering",
+   "id": "608708252cef7dcd"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Boolean logic is the foundation of decision-making in Python programs. Learn about different comparison operators, how to combine them with Boolean operators, and how to use the Boolean outcomes in control structures. You'll also learn to filter data in pandas DataFrames using logic.",
+   "id": "41a50a838461fb25"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## Comparison Operators",
+   "id": "64bf2777cc59c7d5"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Equality\n",
+    "To check if two Python values, or variables, are equal you can use ==. To check for inequality, you need !=. As a refresher, have a look at the following examples that all result in True. Feel free to try them out.\n",
+    "\n",
+    "2 == (1 + 1) <br>\n",
+    "\"intermediate\" != \"python\" <br>\n",
+    "True != False <br>\n",
+    "\"Python\" != \"python\"\n",
+    "\n",
+    "When you write these comparisons in a script, you will need to wrap a print() function around them to see the output.\n",
+    "### Instruction\n",
+    "- Write code to see if True equals False.\n",
+    "- Write Python code to check if -5 * 15 is not equal to 75.\n",
+    "- Ask Python whether the strings \"pyscript\" and \"PyScript\" are equal.\n",
+    "- What happens if you compare booleans and integers? Write code to see if True and 1 are equal."
+   ],
+   "id": "9b61d78448071da5"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T17:22:13.748541Z",
+     "start_time": "2025-08-09T17:22:13.744703Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Comparison of booleans\n",
+    "print(True == False)\n",
+    "\n",
+    "# Comparison of integers\n",
+    "print(-5 * 15 != 75)\n",
+    "\n",
+    "# Comparison of strings\n",
+    "print(\"pyscript\" == \"PyScript\")\n",
+    "\n",
+    "# Compare a boolean with an integer\n",
+    "print(True == 1)"
+   ],
+   "id": "8edb936260974edc",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "False\n",
+      "True\n",
+      "False\n",
+      "True\n"
+     ]
+    }
+   ],
+   "execution_count": 1
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Greater and less than\n",
+    "In the video, Hugo also talked about the less than and greater than signs, < and > in Python. You can combine them with an equals sign: <= and >=. Pay attention: <= is valid syntax, but =< is not.\n",
+    "\n",
+    "All Python expressions in the following code chunk evaluate to True:\n",
+    "\n",
+    "3 < 4 <br>\n",
+    "3 <= 4 <br>\n",
+    "\"alpha\" <= \"beta\"\n",
+    "\n",
+    "Remember that for string comparison, Python determines the relationship based on alphabetical order.\\\n",
+    "### Instructions\n",
+    "- Write Python expressions, wrapped in a print() function, to check whether:\n",
+    "    - x is greater than or equal to -10. x has already been defined for you.\n",
+    "    - \"test\" is less than or equal to y. y has already been defined for you.\n",
+    "    - True is greater than False."
+   ],
+   "id": "9ddfbfa31de04b0d"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T17:27:36.242265Z",
+     "start_time": "2025-08-09T17:27:36.229625Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Comparison of integers\n",
+    "x = -3 * 6\n",
+    "print(x >= -10)\n",
+    "\n",
+    "# Comparison of strings\n",
+    "y = \"test\"\n",
+    "print(\"test\" <= y)\n",
+    "\n",
+    "# Comparison of booleans\n",
+    "print(True > False)"
+   ],
+   "id": "7493648bdd7523b2",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "False\n",
+      "True\n",
+      "True\n"
+     ]
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Compare arrays\n",
+    "Out of the box, you can also use comparison operators with NumPy arrays.\n",
+    "\n",
+    "Remember areas, the list of area measurements for different rooms in your house from Introduction to Python? This time there's two NumPy arrays: my_house and your_house. They both contain the areas for the kitchen, living room, bedroom and bathroom in the same order, so you can compare them.\n",
+    "### Instructions\n",
+    "Using comparison operators, generate boolean arrays that answer the following questions:\n",
+    "\n",
+    "- Which areas in my_house are greater than or equal to 18?\n",
+    "- You can also compare two NumPy arrays element-wise. Which areas in my_house are smaller than the ones in your_house?\n",
+    "- Make sure to wrap both commands in a print() statement so that you can inspect the output!"
+   ],
+   "id": "423edff0cdd2e47"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T17:31:55.258809Z",
+     "start_time": "2025-08-09T17:31:55.139831Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create arrays\n",
+    "import numpy as np\n",
+    "my_house = np.array([18.0, 20.0, 10.75, 9.50])\n",
+    "your_house = np.array([14.0, 24.0, 14.25, 9.0])\n",
+    "\n",
+    "# my_house greater than or equal to 18\n",
+    "print(my_house >= 18)\n",
+    "\n",
+    "# my_house less than your_house\n",
+    "print(my_house < your_house)"
+   ],
+   "id": "21f16bd6f905ad35",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[ True  True False False]\n",
+      "[False  True  True False]\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## Boolean operators",
+   "id": "3e609b29648cfcea"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### and, or, not\n",
+    "A boolean is either 1 or 0, True or False. With boolean operators such as and, or and not, you can combine these booleans to perform more advanced queries on your data.\n",
+    "\n",
+    "In the sample code, two variables are defined: my_kitchen and your_kitchen, representing areas.\n",
+    "### Instructions\n",
+    "- Write Python expressions, wrapped in a print() function, to check whether:\n",
+    "    - my_kitchen is bigger than 10 and smaller than 18.\n",
+    "    - my_kitchen is smaller than 14 or bigger than 17.\n",
+    "    - double the area of my_kitchen is smaller than triple the area of your_kitchen."
+   ],
+   "id": "7f81d14dd4a38b33"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": [
+    "# Define variables\n",
+    "my_kitchen = 18.0\n",
+    "your_kitchen = 14.0\n",
+    "\n",
+    "# my_kitchen bigger than 10 and smaller than 18?\n",
+    "print(my_kitchen > 10 and my_kitchen < 18)\n",
+    "\n",
+    "# my_kitchen smaller than 14 or bigger than 17?\n",
+    "print(my_kitchen < 14 or my_kitchen > 17)\n",
+    "\n",
+    "# Double my_kitchen smaller than triple your_kitchen?\n",
+    "print(my_kitchen * 2 < your_kitchen * 3)\n"
+   ],
+   "id": "f2ac805b585455d0"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### and, or, not\n",
+    "To see if you completely understood the boolean operators, have a look at the following piece of Python code:\n",
+    "\n",
+    "x = 8 <br>\n",
+    "y = 9 <br>\n",
+    "\n",
+    "not(not(x < 3) and not(y > 14 or y > 10))\n",
+    "What will the result be if you execute these three commands?\n",
+    "\n",
+    "NB: Notice that not has a higher priority than and and or, it is executed first."
+   ],
+   "id": "d6f92df30f320040"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:27:14.645997Z",
+     "start_time": "2025-08-09T18:27:14.627385Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "x = 8\n",
+    "y = 9\n",
+    "not(not(x < 3) and not(y > 14 or y > 10))"
+   ],
+   "id": "1419a5825de4e10c",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "False"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Boolean operators with NumPy\n",
+    "Before, the operational operators like < and >= worked with NumPy arrays out of the box. Unfortunately, this is not true for the boolean operators and, or, and not.\n",
+    "\n",
+    "To use these operators with NumPy, you will need np.logical_and(), np.logical_or() and np.logical_not(). Here's an example on the my_house and your_house arrays from before to give you an idea:\n",
+    "\n",
+    "np.logical_and(my_house > 13,\n",
+    "               your_house < 15)\n",
+    "### Instructions\n",
+    "- Generate boolean arrays that answer the following questions:\n",
+    "- Which areas in my_house are greater than 18.5 or smaller than 10?\n",
+    "- Which areas are smaller than 11 in both my_house and your_house? Make sure to wrap both commands in print() statement, so that you can inspect the output."
+   ],
+   "id": "7842906da46eb2a4"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:30:46.675143Z",
+     "start_time": "2025-08-09T18:30:46.664349Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create arrays\n",
+    "import numpy as np\n",
+    "my_house = np.array([18.0, 20.0, 10.75, 9.50])\n",
+    "your_house = np.array([14.0, 24.0, 14.25, 9.0])\n",
+    "\n",
+    "# my_house greater than 18.5 or smaller than 10\n",
+    "print(np.logical_or(my_house > 18.5, my_house < 10))\n",
+    "\n",
+    "# Both my_house and your_house smaller than 11\n",
+    "print(np.logical_and(my_house < 11, your_house < 11))\n"
+   ],
+   "id": "621fcf2b2761fffd",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[False  True False  True]\n",
+      "[False False False  True]\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Warmup\n",
+    "To experiment with if and else a bit, have a look at this code sample:\n",
+    "\n",
+    "area = 10.0\n",
+    "\n",
+    "if(area < 9) :\n",
+    "\n",
+    "    print(\"small\")\n",
+    "\n",
+    "elif(area < 12) :\n",
+    "\n",
+    "    print(\"medium\")\n",
+    "else :\n",
+    "\n",
+    "    print(\"large\")\n",
+    "\n",
+    "What will the output be if you run this piece of code?"
+   ],
+   "id": "75d84216d8d4de96"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:36:29.109621Z",
+     "start_time": "2025-08-09T18:36:29.101565Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "area = 10.0\n",
+    "if(area < 9) :\n",
+    "    print(\"small\")\n",
+    "elif(area < 12) :\n",
+    "    print(\"medium\")\n",
+    "else :\n",
+    "    print(\"large\")"
+   ],
+   "id": "83621d7c1c6103e7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "medium\n"
+     ]
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### if\n",
+    "It's time to take a closer look around in your house.\n",
+    "\n",
+    "Two variables are defined in the sample code: room, a string that tells you which room of the house we're looking at, and area, the area of that room.\n",
+    "\n",
+    "### Instructions\n",
+    "- Examine the if statement that prints out \"looking around in the kitchen.\" if room equals \"kit\".\n",
+    "- Write another if statement that prints out \"big place!\" if area is greater than 15."
+   ],
+   "id": "af4cb8f77e4cc29e"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:39:42.004096Z",
+     "start_time": "2025-08-09T18:39:41.993555Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Define variables\n",
+    "room = \"kit\"\n",
+    "area = 14.0\n",
+    "\n",
+    "# if statement for room\n",
+    "if room == \"kit\" :\n",
+    "    print(\"looking around in the kitchen.\")\n",
+    "\n",
+    "# if statement for area\n",
+    "if area > 15 :\n",
+    "    print(\"big place!\")"
+   ],
+   "id": "e9dffeb2365faf6e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "looking around in the kitchen.\n"
+     ]
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Add else\n",
+    "In the script, the if construct for room has been extended with an else statement so that \"looking around elsewhere.\" is printed if the condition room == \"kit\" evaluates to False.\n",
+    "\n",
+    "Can you do a similar thing to add more functionality to the if construct for area?\n",
+    "### Instructions\n",
+    "- Add an else statement to the second control structure so that \"pretty small.\" is printed out if area > 15 evaluates to False."
+   ],
+   "id": "2ea15d3c38871fae"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:40:41.043324Z",
+     "start_time": "2025-08-09T18:40:41.033377Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Define variables\n",
+    "room = \"kit\"\n",
+    "area = 14.0\n",
+    "\n",
+    "# if-else construct for room\n",
+    "if room == \"kit\" :\n",
+    "    print(\"looking around in the kitchen.\")\n",
+    "else :\n",
+    "    print(\"looking around elsewhere.\")\n",
+    "\n",
+    "# if-else construct for area\n",
+    "if area > 15 :\n",
+    "    print(\"big place!\")\n",
+    "else :\n",
+    "    print(\"pretty small.\")"
+   ],
+   "id": "1317cbd86fc88b33",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "looking around in the kitchen.\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Customize further: elif\n",
+    "It's also possible to have a look around in the bedroom. The sample code contains an elif part that checks if room equals \"bed\". In that case, \"looking around in the bedroom.\" is printed out.\n",
+    "\n",
+    "It's up to you now! Make a similar addition to the second control structure to further customize the messages for different values of area.\n",
+    "### Instructions\n",
+    "- Add an elif to the second control structure such that \"medium size, nice!\" is printed out if area is greater than 10."
+   ],
+   "id": "24aad11b23aed53b"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": [
+    "# Define variables\n",
+    "room = \"bed\"\n",
+    "area = 14.0\n",
+    "\n",
+    "# if-elif-else construct for room\n",
+    "if room == \"kit\" :\n",
+    "    print(\"looking around in the kitchen.\")\n",
+    "elif room == \"bed\":\n",
+    "    print(\"looking around in the bedroom.\")\n",
+    "else :\n",
+    "    print(\"looking around elsewhere.\")\n",
+    "\n",
+    "# if-elif-else construct for area\n",
+    "if area > 15 :\n",
+    "    print(\"big place!\")\n",
+    "elif area > 10 :\n",
+    "    print(\"medium size, nice!\")\n",
+    "else :\n",
+    "    print(\"pretty small.\")"
+   ],
+   "id": "a2998504fb011609"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Driving right\n",
+    "Remember that cars dataset, containing the cars per 1000 people (cars_per_cap) and whether people drive right (drives_right) for different countries (country)? The code that imports this data in CSV format into Python as a DataFrame is included in the script.\n",
+    "\n",
+    "In the video, you saw a step-by-step approach to filter observations from a DataFrame based on boolean arrays. Let's start simple and try to find all observations in cars where drives_right is True.\n",
+    "\n",
+    "drives_right is a boolean column, so you'll have to extract it as a Series and then use this boolean Series to select observations from cars.\n",
+    "### Instructions\n",
+    "- Extract the drives_right column as a Pandas Series and store it as dr.\n",
+    "- Use dr, a boolean Series, to subset the cars DataFrame. Store the resulting selection in sel.\n",
+    "- Print sel, and assert that drives_right is True for all observations."
+   ],
+   "id": "4a33ca2523ad6ee"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:51:03.695537Z",
+     "start_time": "2025-08-09T18:51:03.664218Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import cars data\n",
+    "import pandas as pd\n",
+    "cars = pd.read_csv('../data/cars.csv', index_col = 0)\n",
+    "\n",
+    "# Extract drives_right column as Series: dr\n",
+    "dr = cars['drives_right']\n",
+    "\n",
+    "# Use dr to subset cars: sel\n",
+    "sel = cars[dr]\n",
+    "\n",
+    "# Print sel\n",
+    "print(sel)"
+   ],
+   "id": "468826ffeb92a1a3",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            cars_per_cap        country  drives_right\n",
+      "Unnamed: 0                                           \n",
+      "US                   809  United States          True\n",
+      "RU                   200         Russia          True\n",
+      "MOR                   70        Morocco          True\n",
+      "EG                    45          Egypt          True\n"
+     ]
+    }
+   ],
+   "execution_count": 12
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Driving right\n",
+    "The code in the previous example worked fine, but you actually unnecessarily created a new variable dr. You can achieve the same result without this intermediate variable. Put the code that computes dr straight into the square brackets that select observations from cars.\n",
+    "### Instructions\n",
+    "- Convert the code to a one-liner that calculates the variable sel as before."
+   ],
+   "id": "b45fa775f7154894"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:53:03.572017Z",
+     "start_time": "2025-08-09T18:53:03.553765Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Convert code to a one-liner\n",
+    "sel = cars[cars['drives_right']]\n",
+    "\n",
+    "# Print sel\n",
+    "print(sel)\n"
+   ],
+   "id": "18eeb8f6dfaf8cda",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            cars_per_cap        country  drives_right\n",
+      "Unnamed: 0                                           \n",
+      "US                   809  United States          True\n",
+      "RU                   200         Russia          True\n",
+      "MOR                   70        Morocco          True\n",
+      "EG                    45          Egypt          True\n"
+     ]
+    }
+   ],
+   "execution_count": 15
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Cars per capita\n",
+    "Let's stick to the cars data some more. This time you want to find out which countries have a high cars per capita figure. In other words, in which countries do many people have a car, or maybe multiple cars.\n",
+    "\n",
+    "Similar to the previous example, you'll want to build up a boolean Series, that you can then use to subset the cars DataFrame to select certain observations. If you want to do this in a one-liner, that's perfectly fine!\n",
+    "### Instructions\n",
+    "- Select the cars_per_cap column from cars as a Pandas Series and store it as cpc.\n",
+    "- Use cpc in combination with a comparison operator and 500. You want to end up with a boolean Series that's True if the corresponding country has a cars_per_cap of more than 500 and False otherwise. Store this boolean Series as many_cars.\n",
+    "- Use many_cars to subset cars, similar to what you did before. Store the result as car_maniac.\n",
+    "- Print out car_maniac to see if you got it right.\n",
+    "\n"
+   ],
+   "id": "f5072d6e657413e9"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:56:01.739632Z",
+     "start_time": "2025-08-09T18:56:01.702597Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create car_maniac: observations that have a cars_per_cap over 500\n",
+    "cpc = cars['cars_per_cap']\n",
+    "many_cars = cpc > 500\n",
+    "car_maniac = cars[many_cars]\n",
+    "\n",
+    "# Print car_maniac\n",
+    "print(car_maniac)\n"
+   ],
+   "id": "5df3e8550a1655d",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            cars_per_cap        country  drives_right\n",
+      "Unnamed: 0                                           \n",
+      "US                   809  United States          True\n",
+      "AUS                  731      Australia         False\n",
+      "JPN                  588          Japan         False\n"
+     ]
+    }
+   ],
+   "execution_count": 16
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Cars per capita\n",
+    "Remember about np.logical_and(), np.logical_or() and np.logical_not(), the NumPy variants of the and, or and not operators? You can also use them on Pandas Series to do more advanced filtering operations.\n",
+    "\n",
+    "Take this example that selects the observations that have a cars_per_cap between 10 and 80. Try out these lines of code step by step to see what's happening.\n",
+    "\n",
+    "cpc = cars['cars_per_cap'] <br>\n",
+    "between = np.logical_and(cpc > 10, cpc < 80) <br>\n",
+    "medium = cars[between]\n",
+    "### Instructions\n",
+    "- Use the code sample provided to create a DataFrame medium, that includes all the observations of cars that have a cars_per_cap between 100 and 500.\n",
+    "- Print out medium."
+   ],
+   "id": "1a9f8df259be33cc"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T18:57:48.793884Z",
+     "start_time": "2025-08-09T18:57:48.776707Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import numpy, you'll need this\n",
+    "import numpy as np\n",
+    "\n",
+    "# Create medium: observations with cars_per_cap between 100 and 500\n",
+    "cpc = cars['cars_per_cap']\n",
+    "between = np.logical_and(cpc > 100, cpc < 500)\n",
+    "medium = cars[between]\n",
+    "\n",
+    "# Print medium\n",
+    "print(medium)\n"
+   ],
+   "id": "7f0fa9bb98a90f20",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            cars_per_cap country  drives_right\n",
+      "Unnamed: 0                                    \n",
+      "RU                   200  Russia          True\n"
+     ]
+    }
+   ],
+   "execution_count": 17
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/introduction/Loop.ipynb b/introduction/Loop.ipynb
new file mode 100644
index 0000000..1dae1cc
--- /dev/null
+++ b/introduction/Loop.ipynb
@@ -0,0 +1,774 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Loop\n",
+   "id": "7a29d43ee7f499cd"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## while: warming up\n",
+    "The while loop is like a repeated if statement. The code is executed over and over again, as long as the condition is True. Have another look at its recipe.\n",
+    "\n",
+    "    while condition :\n",
+    "        expression\n",
+    "\n",
+    "Can you tell how many printouts the following while loop will do?\n",
+    "\n",
+    "    x = 1\n",
+    "    while x < 4 :\n",
+    "\n",
+    "        print(x)<br>\n",
+    "        x = x + 1\n",
+    "### Instruction\n",
+    "Possible answers\n"
+   ],
+   "id": "3fff8907e8cc1df4"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T11:13:48.572538Z",
+     "start_time": "2025-08-10T11:13:48.568315Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "x = 1\n",
+    "while x < 4 :\n",
+    "    print(x)\n",
+    "    x = x + 1"
+   ],
+   "id": "dc97c8315fd5847a",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1\n",
+      "2\n",
+      "3\n"
+     ]
+    }
+   ],
+   "execution_count": 1
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Basic while loop\n",
+    "Below you can find the example from the video where the error variable, initially equal to 50.0, is divided by 4 and printed out on every run:\n",
+    "\n",
+    "    error = 50.0\n",
+    "    while error > 1 :\n",
+    "        error = error / 4\n",
+    "        print(error)\n",
+    "This example will come in handy, because it's time to build a while loop yourself! We're going to code a while loop that implements a very basic control system for an inverted pendulum. If there's an offset from standing perfectly straight, the while loop will incrementally fix this offset.\n",
+    "\n",
+    "Note that if your while loop takes too long to run, or your session is expiring, you might have created an infinite loop. In particular, remember to indent the contents of the loop using four spaces or auto-indentation, and make sure the conditions are such that the loop has a stopping point.\n",
+    "### Instruction\n",
+    "- Create the variable _offset_ with an initial value of 8.\n",
+    "- Code a _while loop_ that keeps running as long as _offset_ is not equal to 0. Inside the while loop:\n",
+    "    - Print out the sentence \"correcting...\".\n",
+    "    - Next, decrease the value of _offset_ by 1. You can do this with _offset_ = _offset_ - 1.\n",
+    "    - Finally, still within your loop, print out _offset_ so you can see how it changes."
+   ],
+   "id": "7cf17140f27a8a66"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T11:41:04.901158Z",
+     "start_time": "2025-08-10T11:41:04.893775Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Initialize offset\n",
+    "offset = 8\n",
+    "\n",
+    "# Code the while loop\n",
+    "while offset != 0:\n",
+    "    print(\"correcting...\")\n",
+    "    offset = offset - 1\n",
+    "    print(offset)"
+   ],
+   "id": "43b51b07918bd31e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "correcting...\n",
+      "7\n",
+      "correcting...\n",
+      "6\n",
+      "correcting...\n",
+      "5\n",
+      "correcting...\n",
+      "4\n",
+      "correcting...\n",
+      "3\n",
+      "correcting...\n",
+      "2\n",
+      "correcting...\n",
+      "1\n",
+      "correcting...\n",
+      "0\n"
+     ]
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Add conditionals\n",
+    "The while loop that corrects the offset is a good start, but what if offset is negative? You can try to run the following code where offset is initialized to -6:\n",
+    "\n",
+    "    # Initialize offset\n",
+    "    offset = -6\n",
+    "\n",
+    "    # Code the while loop\n",
+    "    while offset != 0 :\n",
+    "        print(\"correcting...\")\n",
+    "        offset = offset - 1\n",
+    "        print(offset)\n",
+    "but your session will be disconnected. The while loop will never stop running, because offset will be further decreased on every run. offset != 0 will never become False and the while loop continues forever.\n",
+    "\n",
+    "Fix things by putting an if-else statement inside the while loop.\n",
+    "\n",
+    "Note that if your while loop takes too long to run, or your session is expiring, you might have created an infinite loop. In particular, remember to indent the contents of the loop using four spaces or auto-indentation, and make sure the conditions are such that the loop has a stopping point.\n",
+    "### Instruction\n",
+    "- Initialize offset to -6.\n",
+    "- Inside the while loop, complete the if-else statement:\n",
+    "    - If offset is greater than zero, you should decrease offset by 1.\n",
+    "\n",
+    "Else, you should increase offset by 1.\n",
+    "If your code is taking too long to run (or your session is expiring), you probably made a mistake. Check your code and make sure that the statement offset != 0 will eventually evaluate to FALSE!\n"
+   ],
+   "id": "5d811013a91b4868"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T11:47:50.287697Z",
+     "start_time": "2025-08-10T11:47:50.282772Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Initialize offset\n",
+    "offset = -6\n",
+    "\n",
+    "# Code the while loop\n",
+    "while offset != 0 :\n",
+    "    print(\"correcting...\")\n",
+    "    if offset > 0 :\n",
+    "        offset = offset - 1\n",
+    "    else :\n",
+    "        offset = offset + 1\n",
+    "    print(offset)"
+   ],
+   "id": "e6d43275be74718d",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "correcting...\n",
+      "-5\n",
+      "correcting...\n",
+      "-4\n",
+      "correcting...\n",
+      "-3\n",
+      "correcting...\n",
+      "-2\n",
+      "correcting...\n",
+      "-1\n",
+      "correcting...\n",
+      "0\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## For Loop",
+   "id": "4dc56f2f685e3554"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Loop over a list\n",
+    "Have another look at the for loop that Hugo showed in the video:\n",
+    "\n",
+    "    fam = [1.73, 1.68, 1.71, 1.89]\n",
+    "    for height in fam :\n",
+    "        print(height)\n",
+    "As usual, you simply have to indent the code with 4 spaces to tell Python which code should be executed in the for loop.\n",
+    "\n",
+    "The `areas` variable, containing the area of different rooms in your house, is already defined.\n",
+    "### Instruction\n",
+    "Write a `for` loop that iterates over all elements of the `areas` list and prints out every element separately."
+   ],
+   "id": "a558058967297cc8"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T11:56:38.390416Z",
+     "start_time": "2025-08-10T11:56:38.381477Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# areas list\n",
+    "areas = [11.25, 18.0, 20.0, 10.75, 9.50]\n",
+    "\n",
+    "# Code the for loop\n",
+    "for data in areas:\n",
+    "    print(data)"
+   ],
+   "id": "4c0eb115a65560ce",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "11.25\n",
+      "18.0\n",
+      "20.0\n",
+      "10.75\n",
+      "9.5\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "Using a for loop to iterate over a list only gives you access to every list element in each run, one after the other. If you also want to access the index information, so where the list element you're iterating over is located, you can use enumerate().\n",
+    "\n",
+    "As an example, have a look at how the for loop from the video was converted:\n",
+    "\n",
+    "    fam = [1.73, 1.68, 1.71, 1.89]\n",
+    "    for index, height in enumerate(fam) :\n",
+    "        print(\"person \" + str(index) + \": \" + str(height))\n",
+    "### Instruction\n",
+    "- Adapt the for loop in the sample code to use enumerate() and use two iterator variables.\n",
+    "- Update the print() statement so that on each run, a line of the form \"room x: y\" should be printed, where x is the index of the list element and y is the actual list element, i.e. the area. Make sure to print out this exact string, with the correct spacing."
+   ],
+   "id": "e1451c745b0ed182"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:01:43.470029Z",
+     "start_time": "2025-08-10T12:01:43.462870Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Code the for loop\n",
+    "for index, height in enumerate(areas) :\n",
+    "    print(\"room \" + str(index) + \": \" + str(height))"
+   ],
+   "id": "b9709c9154385913",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "room 0: 11.25\n",
+      "room 1: 18.0\n",
+      "room 2: 20.0\n",
+      "room 3: 10.75\n",
+      "room 4: 9.5\n"
+     ]
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "For non-programmer folks, room 0: 11.25 is strange. Wouldn't it be better if the count started at 1?\n",
+    "### Instruction\n",
+    "Adapt the print() function in the for loop so that the first printout becomes \"room 1: 11.25\", the second one \"room 2: 18.0\" and so on."
+   ],
+   "id": "eb5cda66af6e4954"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:03:51.748409Z",
+     "start_time": "2025-08-10T12:03:51.744258Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Code the for loop\n",
+    "for index, area in enumerate(areas) :\n",
+    "    print(\"room \" + str(index+1) + \": \" + str(area))"
+   ],
+   "id": "7f06668137a3c947",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "room 1: 11.25\n",
+      "room 2: 18.0\n",
+      "room 3: 20.0\n",
+      "room 4: 10.75\n",
+      "room 5: 9.5\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Loop over list of lists\n",
+    "Remember the house variable from the Intro to Python course? Have a look at its definition in the script. It's basically a list of lists, where each sublist contains the name and area of a room in your house.\n",
+    "\n",
+    "It's up to you to build a for loop from scratch this time!\n",
+    "### Instruction\n",
+    "Write a `for` loop that goes through each sublist of `house` and prints out the `x` is `y` sqm, where `x` is the name of the room and `y` is the area of the room."
+   ],
+   "id": "8bd65e2569804aba"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:09:36.847957Z",
+     "start_time": "2025-08-10T12:09:36.839136Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# house list of lists\n",
+    "house = [[\"hallway\", 11.25],\n",
+    "         [\"kitchen\", 18.0],\n",
+    "         [\"living room\", 20.0],\n",
+    "         [\"bedroom\", 10.75],\n",
+    "         [\"bathroom\", 9.50]]\n",
+    "\n",
+    "# Build a for loop from scratch\n",
+    "for room in house:\n",
+    "    print(\"the \" + room[0] + \" is \" + str(room[1]) + \" sqm\")"
+   ],
+   "id": "9bbbde54953f5de5",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "hallway is 11.25 sqm\n",
+      "kitchen is 18.0 sqm\n",
+      "living room is 20.0 sqm\n",
+      "bedroom is 10.75 sqm\n",
+      "bathroom is 9.5 sqm\n"
+     ]
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Loop over dictionary\n",
+    "In Python 3, you need the items() method to loop over a dictionary:\n",
+    "\n",
+    "    world = { \"afghanistan\":30.55,\n",
+    "              \"albania\":2.77,\n",
+    "              \"algeria\":39.21 }\n",
+    "\n",
+    "    for key, value in world.items() :\n",
+    "        print(key + \" -- \" + str(value))\n",
+    "Remember the `europe` dictionary that contained the names of some European countries as key and their capitals as corresponding value? Go ahead and write a loop to iterate over it!\n",
+    "### Instruction\n",
+    "Write a `for` loop that goes through each key:value pair of `europe`. On each iteration, \"the capital of `x` is `y`\" should be printed out, where `x` is the key and `y` is the value of the pair."
+   ],
+   "id": "e4d46a864724cdc2"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:20:38.651760Z",
+     "start_time": "2025-08-10T12:20:38.642806Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Definition of dictionary\n",
+    "europe = {'spain':'madrid', 'france':'paris', 'germany':'berlin',\n",
+    "          'norway':'oslo', 'italy':'rome', 'poland':'warsaw', 'austria':'vienna' }\n",
+    "\n",
+    "# Iterate over europe\n",
+    "for country, capital in europe.items():\n",
+    "    print(\"the capital of \" + country + \" is \" + capital)\n"
+   ],
+   "id": "d595928de5061233",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "the capital of spain is madrid\n",
+      "the capital of france is paris\n",
+      "the capital of germany is berlin\n",
+      "the capital of norway is oslo\n",
+      "the capital of italy is rome\n",
+      "the capital of poland is warsaw\n",
+      "the capital of austria is vienna\n"
+     ]
+    }
+   ],
+   "execution_count": 12
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Loop over NumPy array\n",
+    "If you're dealing with a 1D NumPy array, looping over all elements can be as simple as:\n",
+    "\n",
+    "    for x in my_array :\n",
+    "        ...\n",
+    "If you're dealing with a 2D NumPy array, it's more complicated. A 2D array is built up of multiple 1D arrays. To explicitly iterate over all separate elements of a multi-dimensional array, you'll need this syntax:\n",
+    "\n",
+    "    for x in np.nditer(my_array) :\n",
+    "        ...\n",
+    "Two NumPy arrays that you might recognize from the intro course are available in your Python session: `np_height`, a NumPy array containing the heights of Major League Baseball players, and `np_baseball`, a 2D NumPy array that contains both the heights (first column) and weights (second column) of those players.\n",
+    "### Instruction\n",
+    "- Import the `numpy` package under the local alias np.\n",
+    "- Write a `for` loop that iterates over all elements in `np_height` and prints out \"x inches\" for each element, where x is the value in the array.\n",
+    "- Write a `for` loop that visits every element of the `np_baseball` array and prints it out."
+   ],
+   "id": "7a47595d158fefa2"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:24:35.070419Z",
+     "start_time": "2025-08-10T12:24:34.951736Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import numpy as np\n",
+    "import numpy as np\n",
+    "\n",
+    "# For loop over np_height\n",
+    "np_height = np.array([72, 70, 68, 65, 74])\n",
+    "for height in np_height:\n",
+    "    print(str(height) + \" inches\")\n",
+    "\n",
+    "# For loop over np_baseball\n",
+    "np_baseball = np.array([\n",
+    "    [72, 180, 29],\n",
+    "    [70, 215, 30],\n",
+    "    [68, 210, 26]\n",
+    "])\n",
+    "for player in np.nditer(np_baseball):\n",
+    "    print(player)\n"
+   ],
+   "id": "a03034265dc76e28",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "72 inches\n",
+      "70 inches\n",
+      "68 inches\n",
+      "65 inches\n",
+      "74 inches\n",
+      "72\n",
+      "180\n",
+      "29\n",
+      "70\n",
+      "215\n",
+      "30\n",
+      "68\n",
+      "210\n",
+      "26\n"
+     ]
+    }
+   ],
+   "execution_count": 13
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Loop over DataFrame\n",
+    "Iterating over a Pandas DataFrame is typically done with the `iterrows()` method. Used in a for `loop`, every observation is iterated over and on every iteration the row label and actual row contents are available:\n",
+    "\n",
+    "    for lab, row in brics.iterrows() :\n",
+    "        ...\n",
+    "In this and the following exercises you will be working on the `cars` DataFrame. It contains information on the cars per capita and whether people drive right or left for seven countries in the world.\n",
+    "### Instruction\n",
+    "Write a `for` loop that iterates over the rows of cars and on each iteration perform two `print()` calls: one to print out the row label and one to print out all of the rows contents."
+   ],
+   "id": "6c3cbc25b4faadab"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:44:52.776229Z",
+     "start_time": "2025-08-10T12:44:51.877186Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import cars data\n",
+    "import pandas as pd\n",
+    "cars = pd.read_csv('../data/cars.csv', index_col = 0)\n",
+    "\n",
+    "# Iterate over rows of cars\n",
+    "for lab, row in cars.iterrows():\n",
+    "    print(lab)\n",
+    "    print(row)"
+   ],
+   "id": "c85d2e6fed9dae0e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "US\n",
+      "cars_per_cap              809\n",
+      "country         United States\n",
+      "drives_right             True\n",
+      "Name: US, dtype: object\n",
+      "AUS\n",
+      "cars_per_cap          731\n",
+      "country         Australia\n",
+      "drives_right        False\n",
+      "Name: AUS, dtype: object\n",
+      "JPN\n",
+      "cars_per_cap      588\n",
+      "country         Japan\n",
+      "drives_right    False\n",
+      "Name: JPN, dtype: object\n",
+      "IN\n",
+      "cars_per_cap       18\n",
+      "country         India\n",
+      "drives_right    False\n",
+      "Name: IN, dtype: object\n",
+      "RU\n",
+      "cars_per_cap       200\n",
+      "country         Russia\n",
+      "drives_right      True\n",
+      "Name: RU, dtype: object\n",
+      "MOR\n",
+      "cars_per_cap         70\n",
+      "country         Morocco\n",
+      "drives_right       True\n",
+      "Name: MOR, dtype: object\n",
+      "EG\n",
+      "cars_per_cap       45\n",
+      "country         Egypt\n",
+      "drives_right     True\n",
+      "Name: EG, dtype: object\n"
+     ]
+    }
+   ],
+   "execution_count": 14
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Loop over DataFrame\n",
+    "The row data that's generated by `iterrows()` on every run is a Pandas Series. This format is not very convenient to print out. Luckily, you can easily select variables from the Pandas Series using square brackets:\n",
+    "\n",
+    "    for lab, row in brics.iterrows() :\n",
+    "        print(row['country'])\n",
+    "### Instruction\n",
+    "- Using the iterators `lab` and `row`, adapt the code in the for loop such that the first iteration prints out \"US: 809\", the second iteration \"AUS: 731\", and so on.\n",
+    "- The output should be in the form \"country: cars_per_cap\". Make sure to print out this exact string (with the correct spacing).\n",
+    "    - You can use `str()` to convert your integer data to a string so that you can print it in conjunction with the country label."
+   ],
+   "id": "9adccfe586cf82e"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:49:29.764858Z",
+     "start_time": "2025-08-10T12:49:29.751178Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Adapt for loop\n",
+    "for lab, row in cars.iterrows() :\n",
+    "    print(lab + \": \" + str(row['cars_per_cap']))"
+   ],
+   "id": "cfc94f36b9679172",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "US: 809\n",
+      "AUS: 731\n",
+      "JPN: 588\n",
+      "IN: 18\n",
+      "RU: 200\n",
+      "MOR: 70\n",
+      "EG: 45\n"
+     ]
+    }
+   ],
+   "execution_count": 16
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Add column\n",
+    "In the video, Hugo showed you how to add the length of the country names of the `brics` DataFrame in a new column:\n",
+    "\n",
+    "    for lab, row in brics.iterrows() :\n",
+    "        brics.loc[lab, \"name_length\"] = len(row[\"country\"])\n",
+    "You can do similar things on the `cars` DataFrame.\n",
+    "### Instruction\n",
+    "- Use a `for` loop to add a new column, named COUNTRY, that contains a uppercase version of the country names in the \"country\" column. You can use the string method `upper()` for this.\n",
+    "- To see if your code worked, print out `cars`. Don't indent this code, so that it's not part of the `for loop`."
+   ],
+   "id": "6c1c89953d2f2091"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:52:31.072139Z",
+     "start_time": "2025-08-10T12:52:31.051574Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Code for loop that adds COUNTRY column\n",
+    "for lab, row in cars.iterrows() :\n",
+    "    cars.loc[lab, \"COUNTRY\"] = row[\"country\"].upper()\n",
+    "\n",
+    "# Print cars\n",
+    "print(cars)"
+   ],
+   "id": "85abed88338f4559",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            cars_per_cap        country  drives_right        COUNTRY\n",
+      "Unnamed: 0                                                          \n",
+      "US                   809  United States          True  UNITED STATES\n",
+      "AUS                  731      Australia         False      AUSTRALIA\n",
+      "JPN                  588          Japan         False          JAPAN\n",
+      "IN                    18          India         False          INDIA\n",
+      "RU                   200         Russia          True         RUSSIA\n",
+      "MOR                   70        Morocco          True        MOROCCO\n",
+      "EG                    45          Egypt          True          EGYPT\n"
+     ]
+    }
+   ],
+   "execution_count": 17
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Add column\n",
+    "Using `iterrows()` to iterate over every observation of a Pandas DataFrame is easy to understand, but not very efficient. On every iteration, you're creating a new Pandas Series.\n",
+    "\n",
+    "If you want to add a column to a DataFrame by calling a function on another column, the `iterrows()` method in combination with a for loop is not the preferred way to go. Instead, you'll want to use `apply()`.\n",
+    "\n",
+    "Compare the `iterrows()` version with the `apply()` version to get the same result in the brics DataFrame:\n",
+    "\n",
+    "    for lab, row in brics.iterrows() :\n",
+    "        brics.loc[lab, \"name_length\"] = len(row[\"country\"])\n",
+    "\n",
+    "    brics[\"name_length\"] = brics[\"country\"].apply(len)\n",
+    "We can do a similar thing to call the `upper()` method on every name in the country column. However, `upper()` is a method, so we'll need a slightly different approach:\n",
+    "### Instruction\n",
+    "- Replace the `for` loop with a one-liner that uses `.apply(str.upper).` The call should give the same result: a column COUNTRY should be added to `cars`, containing an uppercase version of the country names.\n",
+    "- As usual, print out `cars` to see the fruits of your hard labor"
+   ],
+   "id": "b738c5dcf4cb531e"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T12:56:48.856794Z",
+     "start_time": "2025-08-10T12:56:48.839144Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use .apply(str.upper)\n",
+    "cars[\"COUNTRY\"] = cars[\"country\"].apply(str.upper)\n",
+    "\n",
+    "# Print the result\n",
+    "print(cars)"
+   ],
+   "id": "c540e49d9067fec1",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            cars_per_cap        country  drives_right        COUNTRY\n",
+      "Unnamed: 0                                                          \n",
+      "US                   809  United States          True  UNITED STATES\n",
+      "AUS                  731      Australia         False      AUSTRALIA\n",
+      "JPN                  588          Japan         False          JAPAN\n",
+      "IN                    18          India         False          INDIA\n",
+      "RU                   200         Russia          True         RUSSIA\n",
+      "MOR                   70        Morocco          True        MOROCCO\n",
+      "EG                    45          Egypt          True          EGYPT\n"
+     ]
+    }
+   ],
+   "execution_count": 18
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/introduction/Statistics.ipynb b/introduction/Statistics.ipynb
new file mode 100644
index 0000000..d60bd2b
--- /dev/null
+++ b/introduction/Statistics.ipynb
@@ -0,0 +1,2248 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Hacker Statistics",
+   "id": "d0bbc92392ec10ba"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Random float\n",
+    "Randomness has many uses in science, art, statistics, cryptography, gaming, gambling, and other fields. You're going to use randomness to simulate a game.\n",
+    "\n",
+    "All the functionality you need is contained in the random package, a sub-package of numpy. In this exercise, you'll be using two functions from this package:\n",
+    "\n",
+    "`seed()`: sets the random seed, so that your results are reproducible between simulations. As an argument, it takes an integer of your choosing. If you call the function, no output will be generated.\n",
+    "`rand()`: if you don't specify any arguments, it generates a random float between zero and one.\n",
+    "### Instructions\n",
+    "- Import `numpy` as `np`.\n",
+    "- Use `seed()` to set the seed; as an argument, pass `123`.\n",
+    "- Generate your first random float with `rand()` and print it out."
+   ],
+   "id": "9dd72bf3064d3cf3"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T13:39:30.194137Z",
+     "start_time": "2025-08-10T13:39:30.104414Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import numpy as np\n",
+    "import numpy as np\n",
+    "from PIL.ImageOps import scale\n",
+    "\n",
+    "# Set the seed\n",
+    "np.random.seed(123)\n",
+    "\n",
+    "# Generate and print random float\n",
+    "print(np.random.rand())\n"
+   ],
+   "id": "28591d32473bcdd1",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.6964691855978616\n"
+     ]
+    }
+   ],
+   "execution_count": 1
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Roll the dice\n",
+    "In the previous exercise, you used `rand()`, that generates a random float between 0 and 1.\n",
+    "\n",
+    "As Hugo explained in the video you can just as well use `randint()`, also a function of the `random` package, to generate integers randomly. The following call generates the integer 4, 5, 6 or 7 randomly. 8 is not included.\n",
+    "\n",
+    "    import numpy as np\n",
+    "    np.random.randint(4, 8)\n",
+    "NumPy has already been imported as np and a seed has been set. Can you roll some dice?\n",
+    "### Instructions\n",
+    "- Use `randint()` with the appropriate arguments to randomly generate the integer 1, 2, 3, 4, 5 or 6. This simulates a dice. Print it out.\n",
+    "- Repeat the outcome to see if the second throw is different. Again, print out the result."
+   ],
+   "id": "c0c4e3810c07a50b"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T13:43:08.674399Z",
+     "start_time": "2025-08-10T13:43:08.663115Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use randint() to simulate a dice\n",
+    "print(np.random.randint(1, 7))\n",
+    "\n",
+    "# Use randint() again\n",
+    "print(np.random.randint(1, 7))"
+   ],
+   "id": "95dbdedd72fcdb3c",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6\n",
+      "3\n"
+     ]
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Determine your next move\n",
+    "In the Empire State Building bet, your next move depends on the number you get after throwing the dice. We can perfectly code this with an `if-elif-else` construct!\n",
+    "\n",
+    "The sample code assumes that you're currently at step 50. Can you fill in the missing pieces to finish the script? `numpy` is already imported as np and the seed has been set to `123`, so you don't have to worry about that anymore.\n",
+    "### Instructions\n",
+    "- Roll the dice. Use `randint()` to create the variable dice.\n",
+    "- Finish the `if-elif-else` construct by replacing `___:`\n",
+    "- If `dice` is 1 or 2, you go one step down.\n",
+    "- if `dice` is 3, 4 or 5, you go one step up.\n",
+    "- Else, you throw the dice again. The number on the dice is the number of steps you go up.\n",
+    "- Print out `dice` and step. Given the value of `dice`, was `step` updated correctly?"
+   ],
+   "id": "9b79730753abeecc"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T13:49:19.229327Z",
+     "start_time": "2025-08-10T13:49:19.225114Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# NumPy is imported, seed is set\n",
+    "np.random.seed(123)\n",
+    "\n",
+    "# Starting step\n",
+    "step = 50\n",
+    "\n",
+    "# Roll the dice\n",
+    "dice = np.random.randint(1, 7)\n",
+    "\n",
+    "# Finish the control construct\n",
+    "if dice <= 2:\n",
+    "    step = step - 1\n",
+    "elif dice <= 5:\n",
+    "    step = step + 1\n",
+    "else:\n",
+    "    step = step + np.random.randint(1, 7)\n",
+    "\n",
+    "# Print out dice and step\n",
+    "print(dice)\n",
+    "print(step)"
+   ],
+   "id": "10ee7331159068e6",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6\n",
+      "53\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## The next step\n",
+    "Before, you have already written Python code that determines the next step based on the previous step. Now it's time to put this code inside a for loop so that we can simulate a random walk.\n",
+    "\n",
+    "`numpy` has been imported as `np`.\n",
+    "### Instructions\n",
+    "- Make a list `random_walk` that contains the first step, which is the integer 0.\n",
+    "- Finish the `for` loop:\n",
+    "- The loop should run 100 times.\n",
+    "- n each iteration, set step equal to the last element in the `random_walk` list. You can use the index -1 for this.\n",
+    "- Next, let the `if-elif-else` construct update step for you.\n",
+    "- The code that appends `step` to `random_walk` is already coded.\n",
+    "- Print out `random_walk`."
+   ],
+   "id": "af929417183ddf14"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T13:59:45.998122Z",
+     "start_time": "2025-08-10T13:59:45.990042Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Initialize random_walk\n",
+    "random_walk = [0]\n",
+    "\n",
+    "# Complete the ___\n",
+    "for x in range(100) :\n",
+    "    # Set step: last element in random_walk\n",
+    "    step = random_walk[-1]\n",
+    "\n",
+    "    # Roll the dice\n",
+    "    dice = np.random.randint(1,7)\n",
+    "\n",
+    "    # Determine next step\n",
+    "    if dice <= 2:\n",
+    "        step = step - 1\n",
+    "    elif dice <= 5:\n",
+    "        step = step + 1\n",
+    "    else:\n",
+    "        step = step + np.random.randint(1,7)\n",
+    "\n",
+    "    # append next_step to random_walk\n",
+    "    random_walk.append(step)\n",
+    "\n",
+    "# Print random_walk\n",
+    "print(random_walk)"
+   ],
+   "id": "c2f5202802923f6a",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0, 1, 2, 1, 2, 3, 4, 3, 2, 1, 0, -1, -2, -3, -4, -3, 2, 1, 0, 1, 0, 1, 2, 3, 4, 5, 4, 5, 4, 5, 6, 7, 8, 7, 11, 12, 11, 12, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 34, 35, 34, 35, 36, 35, 36, 37, 39, 40, 41, 40, 39, 40, 41, 40, 39, 40, 41, 43, 42, 41, 42, 41, 42, 43, 44, 46, 45, 46, 47, 48, 49, 50, 49, 48, 49, 48, 49, 50, 49, 52, 53, 54, 55, 54, 55, 56, 60]\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## How low can you go?\n",
+    "Things are shaping up nicely! You already have code that calculates your location in the Empire State Building after 100 dice throws. However, there's something we haven't thought about - you can't go below 0!\n",
+    "\n",
+    "A typical way to solve problems like this is by using `max()`. If you pass `max()` two arguments, the biggest one gets returned. For example, to make sure that a variable x never goes below 10 when you decrease it, you can use:\n",
+    "\n",
+    "    x = max(10, x - 1)\n",
+    " ### Instructions\n",
+    " - Use `max()` in a similar way to make sure that `step` doesn't go below zero if `dice <= 2`.\n",
+    " - Hit Submit Answer and check the contents of `random_walk`."
+   ],
+   "id": "1717fd4d6a4ffba7"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:03:17.224957Z",
+     "start_time": "2025-08-10T14:03:17.214174Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# NumPy is imported, seed is set\n",
+    "np.random.seed(123)\n",
+    "# Initialize random_walk\n",
+    "random_walk = [0]\n",
+    "\n",
+    "for x in range(100) :\n",
+    "    step = random_walk[-1]\n",
+    "    dice = np.random.randint(1,7)\n",
+    "\n",
+    "    if dice <= 2:\n",
+    "        # Replace below: use max to make sure step can't go below 0\n",
+    "        step = max(0, step - 1)\n",
+    "    elif dice <= 5:\n",
+    "        step = step + 1\n",
+    "    else:\n",
+    "        step = step + np.random.randint(1,7)\n",
+    "\n",
+    "    random_walk.append(step)\n",
+    "\n",
+    "print(random_walk)"
+   ],
+   "id": "813f98560a813c85",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0, 3, 4, 5, 4, 5, 6, 7, 6, 5, 4, 3, 2, 1, 0, 0, 1, 6, 5, 4, 5, 4, 5, 6, 7, 8, 9, 8, 9, 8, 9, 10, 11, 12, 11, 15, 16, 15, 16, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 33, 34, 38, 39, 38, 39, 40, 39, 40, 41, 43, 44, 45, 44, 43, 44, 45, 44, 43, 44, 45, 47, 46, 45, 46, 45, 46, 47, 48, 50, 49, 50, 51, 52, 53, 54, 53, 52, 53, 52, 53, 54, 53, 56, 57, 58, 59, 58, 59, 60]\n"
+     ]
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Visualize the walk\n",
+    "Let's visualize this random walk! Remember how you could use `matplotlib` to build a line plot?\n",
+    "\n",
+    "    import matplotlib.pyplot as plt\n",
+    "    plt.plot(x, y)\n",
+    "    plt.show()\n",
+    "The first list you pass is mapped onto the `x` axis and the second list is mapped onto the `y` axis.\n",
+    "\n",
+    "If you pass only one argument, Python will know what to do and will use the index of the list to map onto the `x` axis, and the values in the list onto the `y` axis.\n",
+    "### Instructions\n",
+    "Add some lines of code after the for loop:\n",
+    "- Import `matplotlib.pyplot` as `plt`.\n",
+    "- Use `plt.plot()` to plot random_walk.\n",
+    "- Finish off with `plt.show()` to actually display the plot."
+   ],
+   "id": "997184e1b3da31a3"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": [
+    "# NumPy is imported, seed is set\n",
+    "np.random.seed(123)\n",
+    "# Initialization\n",
+    "random_walk = [0]\n",
+    "\n",
+    "for x in range(100) :\n",
+    "    step = random_walk[-1]\n",
+    "    dice = np.random.randint(1,7)\n",
+    "\n",
+    "    if dice <= 2:\n",
+    "        step = max(0, step - 1)\n",
+    "    elif dice <= 5:\n",
+    "        step = step + 1\n",
+    "    else:\n",
+    "        step = step + np.random.randint(1,7)\n",
+    "\n",
+    "    random_walk.append(step)\n",
+    "\n",
+    "# Import matplotlib.pyplot as plt\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# Plot random_walk\n",
+    "plt.plot(random_walk)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "1daf536d0e8a1349"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Simulate multiple walks\n",
+    "A single random walk is one thing, but that doesn't tell you if you have a good chance at winning the bet.\n",
+    "\n",
+    "To get an idea about how big your chances are of reaching 60 steps, you can repeatedly simulate the random walk and collect the results. That's exactly what you'll do in this exercise.\n",
+    "\n",
+    "The sample code already sets you off in the right direction. Another `for` loop is wrapped around the code you already wrote. It's up to you to add some bits and pieces to make sure all of the results are recorded correctly.\n",
+    "\n",
+    "Note: Don't change anything about the initialization of all_walks that is given. Setting any number inside the list will cause the exercise to crash!\n",
+    "### Instructions\n",
+    "- Fill in the specification of the `for` loop so that the random walk is simulated five times.\n",
+    "- After the `random_walk` array is entirely populated, append the array to the `all_walks` list.\n",
+    "- Finally, after the `top-level` for loop, print out `all_walks`."
+   ],
+   "id": "c11eb049bdcd461f"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:19:48.035351Z",
+     "start_time": "2025-08-10T14:19:48.026588Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# NumPy is imported; seed is set\n",
+    "np.random.seed(123)\n",
+    "\n",
+    "# Initialize all_walks (don't change this line)\n",
+    "all_walks = []\n",
+    "\n",
+    "# Simulate random walk five times\n",
+    "for i in range(5) :\n",
+    "\n",
+    "    # Code from before\n",
+    "    random_walk = [0]\n",
+    "    for x in range(100) :\n",
+    "        step = random_walk[-1]\n",
+    "        dice = np.random.randint(1,7)\n",
+    "\n",
+    "        if dice <= 2:\n",
+    "            step = max(0, step - 1)\n",
+    "        elif dice <= 5:\n",
+    "            step = step + 1\n",
+    "        else:\n",
+    "            step = step + np.random.randint(1,7)\n",
+    "        random_walk.append(step)\n",
+    "\n",
+    "    # Append random_walk to all_walks\n",
+    "    all_walks.append(random_walk)\n",
+    "\n",
+    "# Print all_walks\n",
+    "print(all_walks)"
+   ],
+   "id": "998e9e941e777a2e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[0, 3, 4, 5, 4, 5, 6, 7, 6, 5, 4, 3, 2, 1, 0, 0, 1, 6, 5, 4, 5, 4, 5, 6, 7, 8, 9, 8, 9, 8, 9, 10, 11, 12, 11, 15, 16, 15, 16, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 33, 34, 38, 39, 38, 39, 40, 39, 40, 41, 43, 44, 45, 44, 43, 44, 45, 44, 43, 44, 45, 47, 46, 45, 46, 45, 46, 47, 48, 50, 49, 50, 51, 52, 53, 54, 53, 52, 53, 52, 53, 54, 53, 56, 57, 58, 59, 58, 59, 60], [0, 4, 3, 2, 4, 3, 4, 6, 7, 8, 13, 12, 13, 14, 15, 16, 17, 16, 21, 22, 23, 24, 23, 22, 21, 20, 19, 20, 21, 22, 28, 27, 26, 25, 26, 27, 28, 27, 28, 29, 28, 33, 34, 33, 32, 31, 30, 31, 30, 29, 31, 32, 35, 36, 38, 39, 40, 41, 40, 39, 40, 41, 42, 43, 42, 43, 44, 45, 48, 49, 50, 49, 50, 49, 50, 51, 52, 56, 55, 54, 55, 56, 57, 56, 57, 56, 57, 59, 64, 63, 64, 65, 66, 67, 68, 69, 68, 69, 70, 71, 73], [0, 2, 1, 2, 3, 6, 5, 6, 5, 6, 7, 8, 7, 8, 7, 8, 9, 11, 10, 9, 10, 11, 10, 12, 13, 14, 15, 16, 17, 18, 17, 18, 19, 24, 25, 24, 23, 22, 21, 22, 23, 24, 29, 30, 29, 30, 31, 32, 33, 34, 35, 34, 33, 34, 33, 39, 38, 39, 38, 39, 38, 39, 43, 47, 49, 51, 50, 51, 53, 52, 58, 59, 61, 62, 61, 62, 63, 64, 63, 64, 65, 66, 68, 67, 66, 67, 73, 78, 77, 76, 80, 81, 82, 83, 85, 84, 85, 84, 85, 84, 83], [0, 6, 5, 6, 7, 8, 9, 10, 11, 12, 13, 12, 13, 12, 11, 12, 11, 12, 11, 12, 13, 17, 18, 17, 23, 22, 21, 22, 21, 20, 21, 20, 24, 23, 24, 23, 24, 23, 24, 26, 25, 24, 23, 24, 23, 28, 29, 30, 29, 28, 29, 28, 29, 28, 33, 34, 33, 32, 31, 30, 31, 32, 36, 42, 43, 44, 45, 46, 45, 46, 48, 49, 50, 51, 50, 49, 50, 49, 50, 51, 52, 51, 52, 53, 54, 53, 52, 53, 54, 59, 60, 61, 66, 65, 66, 65, 66, 67, 68, 69, 68], [0, 6, 5, 6, 5, 4, 5, 9, 10, 11, 12, 13, 12, 11, 10, 9, 8, 9, 10, 11, 12, 13, 14, 13, 14, 15, 14, 15, 16, 19, 18, 19, 18, 19, 22, 23, 24, 25, 24, 23, 26, 27, 28, 29, 28, 27, 28, 31, 32, 37, 38, 37, 38, 37, 38, 37, 43, 42, 41, 42, 44, 43, 42, 41, 42, 43, 44, 45, 49, 54, 55, 56, 57, 60, 61, 62, 63, 64, 65, 66, 65, 64, 65, 66, 65, 71, 70, 71, 72, 71, 70, 71, 70, 69, 75, 74, 73, 74, 75, 74, 73]]\n"
+     ]
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Visualize all walks\n",
+    "`all_walks` is a list of lists: every sub-list represents a single random walk. If you convert this list of lists to a NumPy array, you can start making interesting plots! `matplotlib.pyplot` is already imported as plt.\n",
+    "\n",
+    "The nested `for` loop is already coded for you - don't worry about it. For now, focus on the code that comes after this `for` loop.\n",
+    "### Instructions\n",
+    "- Use `np.array()` to convert `all_walks` to a NumPy array, `np_aw`.\n",
+    "- Try to use `plt.plot()` on np_aw. Also include `plt.show()`. Does it work out of the box?\n",
+    "- Transpose `np_aw` by calling `np.transpose()` on `np_aw`. Call the result `np_aw_t`. Now every row in `np_all_walks` represents the position after 1 throw for the five random walks.\n",
+    "- Use `plt.plot()` to plot `np_aw_t`; also include a `plt.show()`. Does it look better this time?"
+   ],
+   "id": "ead168cb9c893f93"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:19:55.943276Z",
+     "start_time": "2025-08-10T14:19:55.499609Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# numpy and matplotlib imported, seed set.\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "np.random.seed(123)\n",
+    "# initialize and populate all_walks\n",
+    "all_walks = []\n",
+    "for i in range(5) :\n",
+    "    random_walk = [0]\n",
+    "    for x in range(100) :\n",
+    "        step = random_walk[-1]\n",
+    "        dice = np.random.randint(1,7)\n",
+    "        if dice <= 2:\n",
+    "            step = max(0, step - 1)\n",
+    "        elif dice <= 5:\n",
+    "            step = step + 1\n",
+    "        else:\n",
+    "            step = step + np.random.randint(1,7)\n",
+    "        random_walk.append(step)\n",
+    "    all_walks.append(random_walk)\n",
+    "\n",
+    "# Convert all_walks to NumPy array: np_aw\n",
+    "np_aw = np.array(all_walks)\n",
+    "\n",
+    "# Plot np_aw and show\n",
+    "plt.plot(np_aw)\n",
+    "plt.show()\n",
+    "\n",
+    "# Clear the figure\n",
+    "plt.clf()\n",
+    "\n",
+    "# Transpose np_aw: np_aw_t\n",
+    "np_aw_t = np.transpose(np_aw)\n",
+    "\n",
+    "# Plot np_aw_t and show\n",
+    "plt.plot(np_aw_t)\n",
+    "plt.show()"
+   ],
+   "id": "d1063ba3d641a4ae",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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ghBBSpqmUaj7nhPGK9coz34NNkmUTZdlYeqmOGJ3He6DxxxV5u3MrZyM+dfbvxZ588uzrqFWat5omq0hWITlOuCdLxyJciYh4DNzeKDzvPBsQS1AaUPBBCCGkTPtn6V1s/v4KHl0MgXesd67gIzY0hU+SZRNl5UY6+OTLuqhYx4q/Z2AiQ88v68LFw4IHFsfXPMC9s0F5fg7bmtn563X+WXf/DXxtK/OoYGHVw9hKDl15EaVfJoQA+0YBWg3g/jHg2gKlBQUfhBBCyixVuhphzxN41QrL5bC4X43ncmQFHyE+cXzyKyt7ZRNl+WC3Cjkbj+nqSdF1ggdqtLTnv3tpz1Nc2vs0RyUM25JhWzMJUWn8nMv7nvHz2FyVvEQHZvb3yKe52HsLfwisaw9EeQGGNkDH31GaULULIYSQMismJJkHA6yXhkatRd2QDjDPsIG51AI+N8P5SHo2wM22ogm6TvLgg93yIpaI0XqQG88Bufa3L+6dCUJyrALtR1ZHwKMYnN7wmK+MWLsYwbWWJZ+jcv+/YB7UdBhdAzq6Obc7ojNXPook2fT5WWD3MECZBFi6AUP2AabOKE0o+CCEEFJmZSV1OlYzQ5xDIOJPy+ESUQt7/rjJJ8oylepa8SCCDXR7HTauvn5nVxiZ6+HMFi8894xCTOhNxEem8gCHdRDtOKYmdGQSmNro499Nj+F3LxqHFnvyybMvl+tGZVe6FPLKh+d24J+pgCYDcGkBDNgGyM1Q2tC2CyGEkDLr5cFtAXb3cLzaamh11NmBR+32TnyC7JsCj5dVbWTLx9XL9KVCCa5WmJ3SZYIHDzyYKg1s8Mm0uvycCL+c5boqpRrx4SlvbKteICy/5Nxc4NAkIfCo2QcYeqBUBh4MBR+EEELKrOjAF4PbWJltsKk3nIZo+Bj6NoPd0KJPlXdqM+5Q1Qy9vq7PE1Fb9q+CVgOr8q2Zl7EBcCyH5NVy3diQFB4rsORWfZNCaF6mVgGHPwPO/SEct/gC6LUWkMpQWtG2CyGEkDKJNQyLCRVWGMwd9eHzxIc/r1WtKio0rvDe12fzWLpPrv3ac8xsDdBnegMcXX4PkQFJvFzXtaZF9moM28p5L4pEYO9wIc9DJAa6LgAajs73dFaB896fWQho5YMQQkiZFBeRypNA2VZIvG4kFGoF5FI5XIxdivU+9I110fPLejwnhN3P88xeIa9tLpYWD4TcEbZT8pMYBmzsKgQeOvrAgJ25Ag91cjLSHjzgQcfrSn+LGwUfhBBCyqSswW18yyVe6GzqZuYGMVshKGYsAGI5ITVaOWS/lm+lS/gDYEVTYO1HwPHpbAkn7+ZhrJQ24gFgYAWMOAq4dc5xSvqzZ/Dr8Qn8+/ZD+MyZQEZGqVj1YGjbhRBCSJkUlVnpwr7kb8Wef6tJtkWJl+sOrAoLewPee4SV5L62TJa5sRpIDBFyOHT1hdd8zwO7hwot0y2qCKW0Zq45LpNy4waCP5sCTWIiP47fuw+q8Ag4LF4MiaEBShqtfBBCCCnbKx9Ohvm2VS9ubOXBo40jOubR+4OXyW7vKwQeri2BHssAiQx4cgTY/LEwIO7ebmBbbyHwcG4KjD6VK/BIOHIUQaPH8MBDXqcO7ObMhkhPDykXLyJg2FCoIiNR0ij4IIQQ8kFgOQt3Iu4gKWtV4A3nZvX4yKp0YapZlGzwkX+Z7JwXZbIefYEh+4F6Q4Fhh4Ry2ZBbwIomwMFxgEYF1PgUGPo3oG/+0mW0iF67FqFffw2tSgWjDh3gvGkjTHv2hMvmTZCYmyP9sRf8BwzgWzIliYIPQgghH4TNjzZj+Inh6PtPX/gl+L32XNZZND01A2KxCCrTZMSnx0MqkqKyaWWUKmoVcIiVyc4Wjlt8CXy65kWZrAtb3TgNmLoAKZlD7ZpNBXpvAHT0si+jzchA+K+/ImrhIn5sPnwYHJYshlhPOEdeuzZcd+2ErosLMkLD4D94CDLi4lBSKPgghBBS6kWnRWPV/VX8eUhyCIYeHwrPSM83brmY2RvgaaJQYlvBtAJkbBujtFAkCtssd7cJZbLdFwPtfwLEr3w1W1YBxvwL1B8B9FwJdPwtxzma1FSe3xG/cxfb14HNjO9gM2MGRJKc2zq6zs5w2bUT8rp1YTF6NKRmJdeAjBJOCSGElHrLPJchRZUCd3N3SMVSPIh+gDEnx+CPln+gk2unXOdnbbmwwW1esbf5c/a7pUZiKLC9n1Ctwspk+24Cqub+c2QztAY+/jPXyxnR0QiaMBGKhw8hkslgP28ejDt1zPcyLOBgWzDQ0UFJopUPQgghpRrL1zjw9AB/PqPxDKzvtB4fOX0EpUaJr89/zbdjXu1h8WJ2ihGexDwpFcmm2SIevVQmay2Uyb4u8MhHuq8v/PsP4IGHxNQUzhs3vjbwyCLS1S3xklsKPgghhJRaLKiYd3MetNCis2tn1LWuyxuFLW6zGAPcBvBzFtxagDk35kD9Uj+MrKmxQbKnuBx6ufQEH6xMdkNnoXzWsiow5jTgUK/Al0m9fRv+AwdBFRICHWdnns+hX68uPhQUfBBCCCm1zgadxc3wm9AV6+KL+l9kvy4RS/B94+/xdYOv+fGOJzvw5bkvkZaRBkWyCsmx6fz1n72/Q7o6Ha0dW6O+TX2UqHu7MstkEwHnZsCok7nKZN9G4vHjCBw5CpqEBOjVrgXXnTug61rw65QkCj4IIYSUuLxafyvVSiy8tZA/H15jOOwN7XO8z7YO2OvzW8+HjliHByosD+T582D+foIsGunSNPSp2gdLPlpSIp1NOfZnuzAfODg+s0y2FzD0YI4y2be7jBYx6zcg5IsvoVUqYdi+HVw2bYLUQpgV8yGh4IMQQkixiwxIhN/96NfOHNnutR1BSUGwlFtijMeYfLuYVo2vjzUd1sBY1xj3o+9j/oll/L1og2BMrTsVM5vM5EmqJUGboULCr/2gPJRZStt8GtB7fa4y2YSjR6H098//Omo1Imb9jsj58/mx2ZAhcPzzT4jlcnyIqNqFEEJIsXp0MQTnd/pAq9GiZisHPpL+1XH0B58exJ93hOqOafWmQZ9VhLziybUw/LflCTQaLdyb2WFz9y347L/JMEmy4e/Xq14dQ2rlnHdSrNKTkPxHb4TuDoJYagWHL/vCsMOvOU5hZbIhX36F5HPnINLXh+OSxTBs1SrnOWlpCPn6GySfOcOPradPh/mI4SWeNPo+aOWDEEJIsWArHNcOPce57d488GAeXgjB8dUPoUpXZ5+z/O5yzLwyE2qtGt0rdkePSj1yXefWMT+c2eTFAw/G60oYHm9Lwsa2m1FFXZO/1qJ2A5SYpHA+cTb1rtDWXZMhRtCiQ4g/cDBHmWzAsOE88GC0qakImjgJcXv3vjgnJgYBw0fwwINVqbDGYRYjR3zQgQdDKx+EEEKKnDpDg7NbveBzPYIfN+jmCksHQ5ze+Bj+96Px96I76DihOuY9+gOHnx/m54z1GIspdafk+KJVqzW4sMMbjy+H8eN6nZxhW8kUp9Y9RNDjWKQuU0IcrwcWkljlNzW2qEU+Abb3ARKCkBZry1/SrVABSj8/hH3/PVShoTDu2gVBY8fxahVWJuv411LE79uPhEOHEP7jTH6OSY8eCBo3HqqgIEhMTOC4Yjn065dw0mwhEWnz22wrIYmJiTAxMUFCQgKMjY1L+nYIIYS8p/RUFY6vfoAQ73iIxCK0GeyG6s2F5FE23fXYivtQpKiQrp+MA1X/RLJ+DP7X5H/oW7VvjusoFRk4ufYhAh/FskaeaNm/Kh/SlpVDcmTZPaQlqfix3EgHI+e1KP4VAr+LwK7BfPCbxqQSvNer+Cj7SqdO8uAiZs0a4TzW5Eul4mWyzmtW82oVPpvlr2WIXrEi5zmOjnBaswayihVQmhXk+5u2XQghhBQZNmPlwII7PPDQkUnQfXKt7MCDsatkglZTnJGqnwBZqiE+ffg5Zlf+M1fgkRKfjoML7/DAQ6orRpeJtbIDD8baxRh9pjeAqY2QG2LlbFz8gcf9vcC2XsLEWafGUDRayAMPiZUldJycYP3lF7D9+WehNbpKJZTJsnkrmWWy7H6tpk6B3azfANYanZ3j4cHPKe2BR0HRtgshhJAiwSpRji67h5QEJfRNdNH9s9q5tkK8Y70x6eYkJFZPxcc+E2GR6IiAHVo8k0Wicn1rfk5MaDJf1WC9O9iKRrfJtWHjmvu/rI0t5ej9bX2eR1KxjlXxltJeWgyc+UU4rv4J8OlqpG3ezg/169TNDoTMBvSHrFJFpN27B7PBg/OsVjHt04dv06R5esJs0CCI9XMn237oKPgghBBS6AIfxeDEGiGR1NzegAceRuYvykuZq6FXeWOwZFUyKlhWwPBeH+HR7jj43Yvm2ytJsZVh5WyE46seQJmWwVc12HVMrPIvL9Uz0EGDLsXYcEudARz/Bri1QThu+hnQQRj8lnpHGHwnr5ezg6l+w4b853VYbkdZye/ICwUfhBBCCtXfR84h5Kga0Irg4GaGLuNrQqafc5DZoWeH8POVn5GhzeCdR//86E+YyEzgNN4Rl/Y8xYNzwbiy/xnP7WALC2x7puvEWtAzLKaBaBlK4PoqoGJrwK523uekJwP7RgFPT7JNE6DzHKDJBP4Wy99gKxeMft06xXPPHxAKPgghhBQKjUaDlev3ArfZlocIya4h6DipKWSyFwED+1JefX81L6dlurh2wawWs6Ar0eXHYrGI9/0wstDjwQcLPCrVs0b7ke6Q6uQcEV+kHu4HTv8ISPWAXmuB6jnLfZEUAezoB4TdFc7pvQ5w/zj7bdYwTB0Xx8tj9apXL777/kBQ8EEIIeS9KdLT8defe6HvKyST3nE8hRu2R/H47L9Y2nYpX9VQaVSYdW1W9oTaUTVH8QZir7Y9Z/kRdTs48y2XpJg0VGtix6tkilWAMIwOGQpgzzCg82ygyUThtSgfYHtvID4Q0LcABu4GnHJuo6R53uWPLGGUBSAkJwo+CCGEvJeYhHisXXgMRpH20EANk/ZpGNf8Uzz+7zzuRN7B0ONDsaD1Aiy6tYhPmGXBxoxGMzCgmjCVNj+ObmYsRRMlIuh65k00BIJvAie+E4KNat2EUlpFPGBeERi8D7ColOvXs7dcPqBJs8WJgg9CCCHvzC80CLsXX4VRki1U4nRU6SdHtzYd+HtbumzBxH8nwi/BD70P9+avyaVyzGs1D22c2qDUSo0Fon2E52xVw3Mr8O9PwLUVwk9WUDJwF2BgmfclPO/wR3ldCj7yQn0+CCGEvJNbjx5i/9zbMEqyRJpuEppOsEe3Ni+CiipmVbC963ZUNavKj831zLGh04bSHXgwbKWDsagMGFi8GAaXmZeCat2BYYfzDTzUCQlQPnvOn8vrULJpXmjlgxBCSIGduHQRXjuTIFcbI9kgBr2nNUJlZ5cc57DkUmt9a74CctL/JJrZN4OtgdBuvFQLvCY8OjURSm0Yjz6AlRsQ6QXU7A2I809+ZT08GNY8TGpuXiy3/KGh4IMQQkiBbP/7KGJP6kJXq4cki3CM+roTrM0scpyTNbmDJY8a6BigV5Ve+GAE3RAenRoJj1mdUm09hJ83SL1DWy5vQsEHIYQQHizs9dnLG34Nqz4MUrE0z1LaVRv3QXvTku/Zp7iEYtoXfSDXy9k8jPlgp66qVUDIbeG5c5MXgUcBZFW6yCnZNF8UfBBCSDmnUqvw89Wfs6fJ3gq/xatT9HVetPVOV7FS2n2QP7Pjx+rakfhq3EBI2AySsiT8PpCRBuiZAhZVCvzrWpUKaffv8+f6tPKRL0o4JYSQcixJmYRJZybxwEMikkAmkeFiyEWMODECUalR/Jy4xAQs/m0/Dzw00MCwbTKmThxQ9gKPHFsujYUBcAWk8PaBNi0NYmNj6FasWPj3V0bQygchhJRT4SnhPPB4GveUl8AubL2QNwObcnYKvGK9MPjYYPxQ62dcXRcMo0RWSqtEpT56+LjtK90+y5LsZNPMfI8CyurvIa9bB6J3CF7KCwo+CCGkHApIDMCok6MQmRoJS7kllrdbjuoWQhvwbV22YeKZiUgMV+LKsjAYKS2h0ElGszHOaFq7DJeOsiTZrOZibOXjHaTeEFZOaMvl9QocloWEhGDIkCGwsLCAXC6Hh4cHbt26lSNpaebMmbCzs+Pvt2/fHk+fPi3oxxBCCCki7N/pX67+wgOPiiYVeS+OrMCDcTJ2wvxKK9D70RcwUpoh2SAW3b/2KNuBB5MQDCSFASIJ4FCwibJajQaRCxci6fRpfqzf+N2Cl/KiQMFHXFwcmjdvDh0dHRw/fhyPHz/GwoULYWb2ov3tvHnzsHTpUqxatQrXr1+HgYEBOnXqBIVCURT3TwghpIDOBp3FzfCb0BXrYkX7FbA3FOaxZPG+Ho5zq59DmiGDvhMw6od2cHOpgDIva9XDrhag+yLZ9k00SiVCv/4GMWvX8WOraVNp5aMwt13mzp0LJycnbNy4Mfu1ChUq5IimlyxZgh9++AGffPIJf23Lli2wsbHB33//jQEDXt/HnxBCSNFSqpVYeGshfz68xnA4GDrk+Df89vEAXD/sy48r17dGuxHFPE22JGVvuTR5619h3UyDJ3+GVLYDIJXCbtZvMO3ZE6WZQqWGTCou0XLoAq18HD58GA0aNEDfvn1hbW2NunXrYu3atdnv+/n5ITw8nG+1ZDExMUHjxo1x9erVPK+Znp6OxMTEHD+EEEKKxg6vHQhKCuJ5HqM9Rud479Lep9mBR50Ozug4ukb5CTzeIdlUGRwC/0GDeeAhNjSE89o1pT7wiE5OR/8117Ds7LMSvY8CBR++vr5YuXIlqlSpgpMnT2LixImYOnUqNm/ezN9ngQfDVjpexo6z3nvV7NmzeYCS9cNWVgghhBS+mLQYrL6/mj9no+xZ59Es8RGpuH82GBABLftXRfPelYt/jH1JSk8GIh6+dbJp2sNH8B84AMrnzyG1sYHL9u0waNoUpZlvVDJ6rbiCe0Hx2HDZD7Epyg8j+GDd7erVq4c//viDr3qMGzcOY8eO5fkd72rGjBlISEjI/gkKCnrnaxFCCMnf8rvLeQdTd3N39KiUs1z2ydUw/uhc3Ry1PnJEucO6mmo1gIkTYPJiKyovyefPI2DYMKijoiFzc4Pr7l3QcxOG55VWt/xj0WvlFQTGpsLJXI59E5vB3CBzUF5pDz5YBUv16i8yohl3d3cEBgby57a2wsCgiIiIHOew46z3XiWTyWBsbJzjhxBCSOHyjvXG/qf7+fPpjaZDLHrxz79Go8WTa8LqtHuznMmn5UZ2vsfrt1zidu9B0KTJ0KamwqBZM7hs3wadfL7fSovjD8IwaN11xKeqUNvRBAcmNkclK8MSvacCBR+s0sXb2zvHaz4+PnBxcclOPmVBxpkzZ7LfZzkcrOqlaSlfjiKEkLIqXZ2O2TdmQ6PVoKNLR9S3yVlGGuwVi5T4dMgMpKhQK+8x8WXey5Ns8xGzcRPCf/oJUKth8umncFq9ChLDkvkS12q12HrVHxO23oZ/dEq+56276ItJO+5AmaFBe3dr7BzXBFZGMnxQ1S5ffPEFmjVrxrdd+vXrhxs3bmDNmjX8h2GZs59//jlmzZrF80JYMPLjjz/C3t4ePUt5Eg4hhJRFCekJmHp2Ku5E3uGt07+o/0Wuc7yuCFsuVRvaQqJTDrtyRjwGfP8Tnru2yPfLPma1kC9jMWE8rKZNK7FqEbVGi1/+eYQtVwP48Q3/WKwb3gD1nM1ynDPr6GNsvOzPj4c2ccHPPWpAUkryeAoUfDRs2BAHDx7keRq//vorDy5Yae3gwYOzz/n222+RkpLC80Hi4+PRokULnDhxAnp5TD0khBBSdIKTgjHx34nwT/SHoY4hFn+0GI5GOfM5FCkq+N4TZri4NxOGxpUrrKvpyRlCvod7D8AmZ2pBFqWfP9Tx8RDJZLCaNKnEAo80pRpTdnriX68IPnDX2VwfATGpGLjmGv4cUBeda9ryUtppuzxx8pGQAvFdl2oY36piqZo0LNKycK4UYds0rOqFJZ9S/gchhLybR9GPMPnMZMQoYmCjb8ObiVU1y50U+eBcMC7s8oGFoyEG/PBu80w+aN4ngJ39AYkuMPkGYJ53M7X4/QcQ9r//Qb9BA7hs24qSKpMdvfkWr1ZhfTqW9K+DVlWteDBy9kkkD0a+7ujGAxPPwHjoSsRY0K82etS2L3Xf3zTbhRBCyphHMY8w8uRIpGWkwc3Mjc9tsTHI2QLh1S0X96blcNUjQwmc+p/wvMmkfAMPJtXzDn+Ul1DnUt+oZIzYeJNXq5jp6/Btlvou5vy9NUPrY+bhR9hxPRDzTwp5mSZyHf5644oWKI0o+CCEkDJmv89+HniwxNJlbZfBUDfvpMjo4CREBSZBLBGhauO8g5My7eZaIOYZYGANtPzqtaemed4tseDjln8sxmy5xatV2DbLppENUfGlahWpRIzfe9aEo5kc8054w8FUjs2jGqKytRFKKwo+CCGkDJbVMv3d+ucbeLy86sEqXOSGJdfzoUSkxADn5grP2/0I6OW/TcByPVgzMUZet06xl8lO232XV6vUdjLF+uENYGmYu1qF5XNMalMZH9ey5+/LdUt3Z1oKPgghpAxRa9TwifPhz6uZV8v/vAwNfG4ICYnVymOi6bk/gPQEwNYDqPOiaCIvqXeFVQ/dChUgfWmQalFbd9EXvx/z4jmxHarbYOmAum8MKpzM334gXkkqhzVVhBBSdrHKFoVaAblUDmcj53zPYx1NFckq6Jvo8q6mHwS/C8DatsCVZUKVSl78LwFr2wGXlrzmnMvArQ3C806zAbHk7bZc6tUt1lLaWUeFwGNYUxesGlK/1K9mFAStfBBCSBnyJPYJf2SVLZJ8vlTvnQnCpX1P+fMaLR0glnwA/x16bzdwaDKgUQmt0FmuRtcFgOSlr7EH+4C/JwJqJRBySzin+2JAovPinEcHgQPjhdLa6p8AFVq+8aPT7gjJpvrFkO+heKVM9vuu1TC2Zekqky0MH8D/4gghhBQ0+Mhry4W1Ub+4x4dPr4UWqNnKAQ26CB2qSy32n/4X5gMHxwmBhyMrBxYBtzcCuwYKA+HYOZcWA/tHC4GHQwOAtY/33Ars6A+kJwnnXPkL2DsCUKcDbt2Anm+eS6ZVqZD24EGxJJvGJKdj4NprPPBgZbJ/DayLca0qlbnAg6GVD0IIKUO8Yr34Ixse97IMpRqnNz6Gr6fQUKzpp5VQt6Nz6f5iU2cAR78E7giT09FsKtD+F8D7KLB/DPD0FLCpK2BX58U5rGS24yzhvX2jgOdngI1dhICEBSxMo3FA5zlv3G5hFE+eQKtQQGJiwnM+iop/dApGbLwB/5hUXia7dlgDNKrwgWyHvQMKPgghpIxgPSOzKl1eXvlIS1bi2Ir7CPdNhFgqQvvh1VGlYRGW1h6eCkQ9AT5d/dreGa/FViv2jgSenRZWMbrMAxqNFd5z/xgYfkRoDhZ2T/hhqyGdZwNNJgrnuHUBRhwRVj7CHwg/DAtMmn7GykPe6jbSPD35o7xOHYjERbNZEJaQxifOshH3rFyWldKW5jLZwkDbLoQQUkZEpEYgPj0eEpEElc0q89cSolKxf95tHnjI9KX4ZFqdog08EkKEVQg2JXZdeyD4dsGvkRQObOwqBB5SOdB/+4vAI4tTQ2D0acCiCqCjD/Tb8iLwyOJQHxjzL2DpJlyn7yag2ZS3DjyY1Kzgo149FJVt1wJ44OFmY4QDk5qV+cCDoZUPQggpY/keFU0r8iFy4X4JfMUjLUkFI3M9dJ9SG+Z2BkV7E8/+ffE8NRrY1A3oswGo1vXtfj/yCbC9L5AQCOhbAoP2AI45p/Bms6gETLoGZKQBsny+sM1cgUlXAWXKa3t55LeSlHbHs0j7e6g1Wuy/HcKfT2lXGdZG5WMOGq18EEJIGcv3qGZWDb53o3BokScPPKycjdB7ev2iDzwYtlrBsK2NSu2EwGD3YODG2jf/LiuT3dBRCDwsKgurFvkFHllYtUt+gUcWlttRwMCDyQgLQ0ZEBCCVQu7hgaJw6Vk0whMVMNXX4b08ygsKPgghpIx4EpO58hFUH8dXP0CGSgOXmhbo+WVdGJjk7opZ6NQqwPe88LxGL2DQbqDuUKGs9djXwOmZrOQm799lZbJbPwUUCYBTY2FL5V3zRQpJauaqh567O8RyeZF8xp5bQfzxk9r2kEnLTh+PN6HggxBCygiWbNrEvwfSL5jxUtrqLe3RdaIHdPWKaYed5XmkJwL6FoB9XaG/Ro+/gI8yh7dd/lMoh1UpXvzOq2WyrPfGsEOAfslXemQnmxbRlkt8qhKnM/t59G3ghPKEcj4IIaQMiE2Og7tne1SOERIjm/SsiHqdXIq3lPZp5pYL227Jqgxhn9/6W8DECTj8GfDoAJAcAfTfBsiMgePfArfWv9iq6fDbi98tJcGHfhElmx6+FwqlWgN3O2PUdDBBeULBByGEfOAUKSr8s/QeDzw0IjU6jvCAW2Pb4r+RrGTTKh1yv1dnIGBsB+weCgRcBjZ0AkxdMnNEWJnsHKDJhEK5DZYo+qag603naFJSoPD2zi6zLYr72ZO55dK3viPKm9IRXhJCCHnnL7bDf95FcqAG6ZJUhLa+VjKBR2IoEPFQCCTYykdeKrYBRp0AjB2AaJ/MUlo9oP/WQgs8Eg4fxtOmzRD240xolco8zzl0NwT1Z/2Lb/fd49Ni87zO0aOAWg2pvR10bN/97/P04wg0/P1fTN3piTSlOvt1r7BEPAxJhI5EhJ51HVDeUPBBCCEfsLjwVEQFJkErUePvmn/C2d2yZG4ka9XDoR5gYJH/eTY1hCoW1oPDyB4Y/g9QrXuhBGHRq1Yh9NvpUMfHI37vXgRNmAB1UlKOc1aee45pu+7yvhp7bgVj+IYbSEhT5TgnZsNGhM/8iR8bd+nyzve05ao/xm+9hehkJd9iGbTuGm+hzuy9Fcwf27vbwNxAF+UNBR+EEPIBC3+ewB/jTcIQpx+eq616sed7VM5jy+VVxvbAmDPAFw8BJzar5f2w+SvhM2ciasmfwuW7d4dIXx8pV64iYPAQqMLDkaHW4MdDDzH3hFAR1KO2PQxlUlz1jUHfVVcQEp8GrVqNiN//QOS8efwcsyFDYP3llwW+HzZDZ/YxL8w89AgaLdDVw5aX0noGxvNOpk8jkvD3XaG3R98G5W/LhaGcD0II+cBotBqIWctx1prbVwg+/OVe+Q6UK54S23P553vkheVAiDJLS98jKVadnIKQL75AysWLPFHV5n/fw3zwYKQ9esRXPtJ9fODXrz/Wd5+K3bF6/KN+7FYdo1pUwOPQRIzcdAM+Ecno/+d/WBN4GKLLQqmw9fTpMB8xPFeuBgtipK+ZAsym0n699x6O3A/jx193rIrJH1WGb+bsloCYVHRbeoknmlobydCqihXKI1r5IISQD8gR3yNouqMpFt1axIOQrJWPMCNfmMpMYaNfAo2qgm4IJbZyc6HEtpioIiMRMGwoDzxEenpwXPYXDzwYeY0acN25C5IKFaGOjES/Lb+hUcxTrBxcjwceTHV7Yxyc1Bz1jIGvTvzJAw+tji4cliyGxcgROQIPtk0zcM01nity9olQHptX6eyw9Td44MFyORb3r43P2lbh16lkZYgDE5ujlqMJDzyYXvUcXxvIlGXl809NCCEfoIT0BMy5MQepGanY+Ggjpp/6HvERqfy9CEN/vupRIlNqs7qaVmYltsXTKCv92TP4DxiA9MdekJibw2XLZhi1bZvjnCCZCaY0m4j7FhWhn5GOn6+sQ5On13OcYxEXjjn//YlqcYFI0pFjetOxOG5RPcc5ATEp6L3yCt+iYfkhYzbfwo7rgTk/KzaVb6nc8I+FkUyKzSMb4dO6ObdUrIxk2DWuCbp52PFVj8GNnVFeUfBBCCEfiFX3VvEAxFrfGlKxFF6P/fnrSuNkpOuklly+R1ay6dvkexSClOs34D9wEDJCw6Dr6grX3bsgr1Urxzk3/WPRa8UVeKeIsObjaRC37wSRWo2wGTMQtXw5TyxlHUwDBg6COigIUkdHHJ8wCw/MK2D6/gdYdMqbn+MZGMev4xedAgdTOT6ubc/zOL4/+ADzTjzh+R33g+Px6YrL8I1KgZ2JHvZNbIZmlfNO/NXXlWL54Hq4/n07OJnro7yinA9CCPkA+Cb4YteTXfz5b81/g1QkxaYNx/jxcz1hXLybuVvx3xibQMvH1YuElY/3oElLe2Mb84R/jiDs++95kqm8bl04rlgOqZlZjnOO3A/Fl3uEMto6TqZYP7wBzPXbI2rxEsSsXYvov5Yh7d49pF6/AW16OvQ8POC0cgVmWljA6LQPlp59xn/uBSfgul8MFCoNajoYY8Pwhnz1opKVAZb8+xQrzj3Hw9BE3PSLRZpKzZuFbRzRELYmbx4OJyqJFapShFY+CCHkA7Dw1kJkaDPQ2rE1mtk3QyO7RmghEVYawo38+GOxr3zw1uhLhOcs18PA8r3KZL0bNETwtM95EJLnOWvWIvSbb3jgYdSpE5w3bsgReLBz1l7wxWc7PHng0bG6DXaObQILQxlEYjGsv/oStj//xBNcUy5c5IGH4UcfwWXzJkgtLXlA8GVHN8zp5QGJWITzPlE88GjjZoXd45rC2pglrIrwefuqmN+nFqRiES74RPHAo2UVS+wZ3+StAg9CKx+EEFLqXQ65jAvBF/hqx1cNvuKvqTM0SAwR+lNYVTCEuXFTuBi7FN9NZSiBw1OA+8JqDBqOefcy2V9/Rfzeffw46eRJBIaHw3HlCkjNhfku2owMhM+ahfhdu/mx+YgRsP72Gx5QvDya/td/HmHz1QB+PKKZK37sXp0HES8z7d8fUhsbRMyew3NErL/5GiJJzjyVAY2ceRDx0+FH+MjNGv/r5s4DjZexWSzsnB//fohWVa34Z+mU0+TRdyHSslCxFElMTISJiQkSEhJgbFzwEciEEFKWZGgy0OdwHzxPeI6h1Yfi24bf8tfD/RKwf+5t6BnoYNSCFsW7jM8mz+4eAvhdEMplP14C1Bv23mWyLKiI378fmoQE6Dg7w3nNakitrBDy5VdIPn+er1jYzJgB82FDc1yHdQ6dusuTdxNlfujmjtEtKpT7rY3S/P1NKx+EEFJC0jLSeOKojlgn33P2+ezjgQcrox1fa3z261kltraVTArtS1aTng5kZEBsYMC3MJhc104IBrb3BSIfA7qGQL/NQOX271Qmy/twPPbiZbIOixbylQjTPr0RNHYcVIGBPKlUamuLdC8viGQy2C+YD+MOOZNao5PTMXrzLdwLioeuVIwl/eugq4fd+/1FkCJHa0SEEFIC4hXx6Pl3T7Tf2x73ou7lec7dyLtYemcpfz65zmSYyExyBx8VC2eFmDXlet6hI562+QgpV67kHXiE3QfWtRcCD0NbYOSxdwo8XlcmK6tYkVev6NWsCXVcHA88JGZmPC/j1cDDNyqZV6KwwIN1EN0xpjEFHh8ICj4IIaQErLi3AqEpoYhVxGL0ydE4E3Amx/unA07z15NUSahrXRd9qvbJfo+tSoRlBh92lUzf+16SL1xAwNBhyIiMhCYpCYHjxiPh70O5y2k3dgGSwgArd2E+i13tIimTZcmfLCAx+aQH5PXqwXXXzlyTZW8HxPLeG4GxqXAyl2P/xGZo4CrkiJDSj4IPQggpZs/jn2OP9x7+vKZFTaSr0/HFuS+w3Ws7f23Loy346txXUGqU+MjpI6zusJpvz2RJilEgNVEJsUQEaxej97qXuN17EDRxErSpqTBo1hTGXbvyrZeX+2HAcxuwvR+gTAZcWwqTaU2dCvxZrEw2aMwYHuCwMlmXnTug65T3dcT6+rCfOxeuO7ZD1yVnIu3xB2EYtPY64lJVqO1owjuHsg6i5MNBOR+EEFLM5t+aD7VWzQOLRW0W4ffrv/PcDta99JjfMdyPus/PG+A2AN81+g6SV7qGZq16WDkbQaqbR0dRFjAkBAEmTvnOTdFqNIia+xtiNgvVKiY9e8Lu118AqRQ6DvaIWbuO98NQ3T4OO8eL4KNkavUHeiwDpDmnsKpCQ3luxsvVJzlvR8uvF7VoET9mZbL2c+dArJezLDUySQErVhb7mhyW9Zf8MOvoY/5HbO9ujaUD6/LGXeTDQisfhBBSTNiX8MXgi7x0lq1ksLJZ9jizyUxMqzeNn5MVeHxV/yt83/j7XIFHznyPFzkg2TLSgf1jgCUewK5BgDIl932kpSB00EfZgYfl+DGwm/0HRLq6mf0wvoLtD//jfcMSrjxH0AVzqBtMAz5dnSPwYGWyYT/+iGdt2/EVjZfH12efw8pkf/klO/BgFS0OixflCjwOegaj8R9n0H/NNT4j5VWslPaXfx7htyNC4DG0iQtWD21AgccHioIPQggpJmy1g616MIOrDc7uy8H+S3+MxxjMazUPtaxqYUHrBRhRM+dgs5dlTbLNFXykxQFbPwUeCj0z4H0M2NQdSI58cQ+RQQj8pAUS70ayZguwaxQHK/1DEL10DhSJMNPshWOLGIgkWqSE6yFg3QOoIqNeXCc5BUGTJmf353h5fH0WTWoqgj+bIvTnYGWy338Pm++m51ohSVKo8PtRLx5U3PATcjnYrJTs21GpMXn7HWy8LLSTn9GlGn79pEauHh7kw0HBByGEFJPd3rvhl+AHM5kZxtUel+v9LhW6YHvX7ejk2infayjTMhAbksyf21V6KfiICwDWdwICLgMyY6DzHGHKbOgdoUIl+ilU3ncQ0LMzUgMVEEu1cPriE5jWNADC7gnnRHkDCSFCYqnvORi5SuEy7ytILCyQ/uSJUKHy9ClUEZEIGJo5TVYuh/V30yGxsuTj6/37D4DC2xsZ0dEIGDYcyefO8TJZh6V/5urPkWX5f88RnayEs7k+n43yPCoFn664ggfBCXya7KC113DiUTh0JWK+zTK+dSXq4fGBoyZjhBBSDNhAuK4HuiJRmYgfm/yIfm793uk6QY9jcXjpXRhZ6GHY782EF0M9gR39geQIwNgBGLwXsKkBRD8DtvcG4vyhSDVH0L8yZKSKINXXwunPedBr2QOI9QW29QFinwN6JoCOAZAUChjaAIP2APZ1oAwO5r03lH5+EBsZQWxoiIywMB6UOK1aCbmHB1QhIbxKRvn8Oe8TIjYx5hUtrEyWzU15tVolS2BMKtovOs/HzLMZLDXsTTBi4w08CU+CXEcCSyNdBMWmwVhPirXDGqBxRYv3+T8DKSXf37TyQQghxTSRlgUelU0ro1eVXu98ndDn8TlXPXxOARu7CYGHTU2hBJYFHoxlZWD0v0hW1UTAMV0eeMjMxbyChAcejHlFYPRpwLGR0LmUBR6WbsJr9kLAoOvoCJcd2yGvX59XqrDAg5fJshJYDw9+jo6DA7+ufsOG0KSk8MBDx8U5zzLZl80+7sUDDzYbpW01a96yfO+EpvyYzUxhgQebJntgUjMKPMoQytQhhJBinEj7TcNvcpTNvsvKB+NQ1Qy4tRE4+hWgVQMVPwL6bQH0cv4XZ/yJ8wj7OwFQi6Ff0QSOm/ZCYv1KeauBBTD8MHDqB57vga7zAHnOSbFsgJvzhvWInL+AN/+y+eF/uabJSkxM4LR+HSIXLIA6Oho2P/yQPZ8lL9d8Y3D8YThY6sYP3apnb6UY6elgw4iGWHDSm/fx+OWTGrA2ooFtZQkFH4QQUkwTads4tuETad9VWrISEf6J/Llz3Bbg9mzhjTpDhPkqEp2cU2D/+gvRK1byY+MeH8N+1ixe0ZInHTnQbeFrP18skwlVMK87R1cXtt9//8Y/C6teYZUrzKDGznCzzdmvhA1pm9G1mKf0kmJDwQchhBShSyGXck2kfa9VDy1gYRgPw6zAo80MoPX0HP08tEolwn6ciYRDQpdSiwnjYTVtWqlK0tx/OxiPQhNhpCfFF+2rlvTtkGJGwQchhBThRNr5N4XS2oHuA+Fq4vpe1wt4FMMfnbVnAbZ18/FSoO7gHOewFY+opUuFwEMige3MmTDr/27JrUXl8rPo7FWPae2qwMJQVtK3RIoZBR+EEFJE9vrs5fker06kfRdajRZBj4R8DxfdO8DHf+YZeLBpsDGbt/Bj+3lzYdKtG0oTtuIxff99ZGi0aFLRHMOavl9ARj5MFHwQQkgRldYuv7s8z4m07yIyMAlpySroiFJhaxIBePTNdQ7bVmHJnlCpYNC8uTCnpZRggdGys8+w8LQPP/64tj0W9K0FXSkVXZZH9H91QggpotJaFoCw0tqXJ9K+q8DMLRcn3fuQ1OoFSHNvVaRcu46k0/8CYrHQSfQ1OR4ajRY3/WN599CiplJrMOPAg+zAY0LrSvizfx3IpHnMpSHlAq18EEJIIYtTxL0orW3wfqW1WQLuR/BHZ9kdoO6Pud7XqtWImDOHPzcb0B+yKlVee725J59g9XlfuNsZY9PIhrAxLppS1uT0DN4a/bxPFC+p/eWTmnwuCynfaOWDEEIK2ZXQK7y0tqpZVTRzePfS2iyKZBUiAoQBcS4OqYBd7VznxB84wFugsw6kllOmvPZ6ftEp2HDJjz/3CkvEp8svwzs891C49xWRqEC/VVd54MG6la4Z2oACD8JR8EEIIUVQXsu0cGhRKNcL9GJbLiKYSwNg2PjjXO+rk5MRteRP/txy8qRczb9e9ccxL6jUWjRyNUdFKwOEJijQZ9UVXHkWjcLiE5GEXiuu4HFYIiwNdbFrXBO0r25TaNcnHzYKPgghpBBptBq+8lFYwUfaw0fwPXOPP3eR3QU8cpfNxqxeDXVMDHRdXGA+aNAby1xPP47gE2H/6FUTByY2Q0NXMyQpMjB84w0+2v512ArJ7QCh6iY/V55H88m0IfFpqGhpgAMTm6O2k+lb/XlJ+UDBByGEFKLHMY8Rq4iFoY4h6ljnP9PkbcRu2Qq/vv0Q6KPgx85VdIVW6C+fs2MHYtZv4M+tp0/Pv4PpK11F2fZHZWsjmOrrYuvoxuhWy46vhnyx+x6WnX3Kq1Nete92MLotvYjeK69iyb8+eZ5z6G4Ihm+4wYOZBi5m2D+xGZwt9N/r74GUPZRwSgghhehiyEX+2MSuCXTEL9qdF4RWo0Hk3HmI3bwZSYZOUOkaQZKhgMQ3hb8nEov5Y9SiRYhZt57/jumA/jD8qM1rr7v7ZhCfFmsi1+HNvbLo6Ujw14C6cDSVY/UFXyw45cNXLX77pCakEjEPMv46+wyLMqtVmCX/PkVofBp+/9SDt0Jn56w49xzzT3rz97t62GJRvzr82oS8ioIPQggpRfkeGoUCod9OR9KpU/xY0bYnkAiYxT1B/KX/oFZ8AbtZvyH855+ReOw4P8fq82mwGD/+taW1iQoVFp4SAoPP21eBmUHOFRKxWMRnqTiYyfHz4UfYeSMIYQkK/Nm/Ls8R2X0rKLtM1tFMjpmHHmLPrWB+zrKB9Xj1zI7rgfycsS0rYEYXd35NQvJCwQchhBSSeEU8HkQ94M/1MqrjdkAc6ru8PvnzZRlxcQieNBlpnp4Q6ejAbvZs3P8vjr9XyU0BkY8OD0qSL12CNjUVkEph//ssmHzyyRuvzRp8xaQoeYLpkNdUnLCOo7bGepi6yxPnvKPQbM4ZpCjVucpk7U31MHm7Jy4+jc4+h8U+P3WvjhHNK7z1n5mUT5TzQQghhYQlmmqhhZnUGZO3+PIKknUXffPMjXiVMjAQAQMG8sBDbGwMx7VrcPZeCKJT7Pn7XnUbwmndOv4eCzzEhoZwXrvmjYEH++y1F3yx5oIvP/6xW3W+TfI6HWvYYufYJrAw0OVBBSuTXTssZ5ls22o22DO+KayMZPwcPR0xVg+pT4EHeSu08kEIIYXkQrCQ7xEeLnwBs5hj1lEvBMel4cfu1XmFSV7S7t9H0ISJUMfGQmpvB9tly3B0y3lEx7sJ15Hfw4+3q+KxRI4ft29H0sGDMP205xsbiWUlmG664s+PRzZ3RRs3q7f6s9R1NsPBSc2x7XoAetS2R02H3O3hPRxNeLXMtmsB6F7Lnh8T8jZE2rcJyYtRYmIiTExMkJCQAGNj45K+HUIIeSvxaelos/sjqEVJUASOw2+dPuEVH78f8+Lvd6phgyX960KumzMBM+nsWYR8+RW0CgVk1d1hMnsOTq46h7i0yhBBDacqQYht2ha//PMIGi3wkZsVlg2qBwPZ6//bMU2pxrRdnjj1WOiM+r+u7hjTssJr80IIKa7vb9p2IYSQ11CkqPD4cih/zA+r+vh07R4eeGg1Mqzq0xsDGjljbKuKWDaoLnQlYpx8FIFB664hJjk9+/dit29H8GdTeOBh0KolpD/PwrFl13jgIUE63Jok4OOvRmF4M1esGlKfb2385x2F/muuIjJRKL/NC/uMgWuv8cCDfTa7B3YvFHiQ0oKCD0IIyQdbGD659iH+2/oEB+bfRmJ0Wq5zHocm8k6eIUpPftzIpjHauQt5Ggzbjtg2pjEvb/UMjEevlVfgG5mEiPnzEfHbLDbhDaZ9+yBhyCicWfUQiSpHyMSJqNdDhnYj+uSZh/EwJBGfrriCpxFJebZOZ59xNyiefyb7bHYPhJQmFHwQQkg+/O9HI/iJUG0SF56KffNuIzIgMfv9i0+j0G/1VYQnKmBo+oy/1rXyR7mu06iCOQ5MasZLVEMjE3Bu6ATEZjYGs/r8c/jWbYZrO6OQqrGEgSQCrUZXQKOubfPMw2DXqWBpwPtwsC6i13yFabcMq67pteIyAmJS+WexBl/sswkpbSjngxBC8qDO0GDnL9eREJWG6s3tEOGfhJiQZEh1xeg0tiZupqfxMfEZGi0aVJThqewraKDB6T6nYWtgm+c1I4IjcWvYGFQMfQqVSIKEKdORIpHAz9MCGujARDcA7b5sDztXp9feW2yKEmO33OLBBttWWdCvNnQlIkzbdRfpGRrUcjTB+uENeSUKIaXx+5uqXQghZVJiTBp8PaNQrYkd9AwL3mn0wblgHnjoG+uied8qgBY4seYBgrzicGT5fZyWK5Eh0+KTOvZo1yAU/7usQWXTykLgwf6b7uF+QKoHuHfn11MGByN57DhUDPVDukyOnxoMQ+tn0ZClChNqzQ2e4uMfB8LQ9M3/0WVuoIvtYxrji913cfxhOKbu9OQ9NtjHtqtmjb8G1YW+Lv3zTkov2nYhhJRJ1w/54vK+Z9g37xYSolIL9LtpSUrcPCqUpzbpWRG6elLoyqXo9lltmNc0A0vb7Jimi2nWVljUpzauhwuD5Fo6tATUKuCfqcD+0cDuwcCpH3kprf+AgVD6+UFqa4tK27dgsLVuduBhbemNPrNHvVXgkYW1LV8+qB5Gt3hR1ju4sTNWD61PgQcp9eh/oYSQMinCX8jNSIhMw/55t9FtUm3YVHi7L/fr//hBmZYBSydDvnKSTSTCZlUizPVUaK7Qga5PMs5sfowr+lf52y2s6wE7BwDP/mUns5AASXtXI+TaAWhVGsiqVYPtwgX4b/0FRMVVY83UUdktGJ2+mPhOf0bWvpz1D2ED3FQaLT6uZUcVLeSDQCsfhJAyR6nI4FsmjLm9AdKSVPh70R343Yt64++yvI7HF0P485b9qkD0UmOwPbeC8CQiGQ9NgSb9q/Av/6c3I9HUsz9MYIa6x34QAg+pHBiwA3GG4xB8yZwHHgauclj9/iOOLr8C/1gXSKBE567p6PTFiPf+83bxsOONwCjwIB8KCj4IIWVOTHAyz9EwMJWh97f14VzDHBkqDY6vesBzOfKj0WhxaS8bJw9UqmcF+ypmOQazLcic2Pp5+6qo/5ETun1WC9BRwyGxCnp5jociJAzQtwRGHEHUaV+ErzsCaEUwqayCYT0FDq7wRmSqA/TESeg53ASVenQrlr8PQkobCj4IIWVOVFAyf2TbJixfo+ukWrxihQUVF3b54Mr+Z9CydqEvyVCqeU8PVlorlorQrFflHO8v/+/FYLahTYUZJ87VLXC/wS6k6MRDprDDvrgFiOp6BCodZ0QvXy7cw5TPgB/34kD8XCSpbWCsE43e09xg27Rpsf19EFLaUPBBCClzooOF5ltWTkb8USIRo82QamjcQ0jO9DwdiFMbHiFDpebHaclKHFriyatjWODRfkR1GFvKs68XEJOCjZeEBNQfurlnD2ZLuLMF17TXccBjMYzlkUjNMMHBtZF4fuYhf19WpTLiG/fB4a0JSNcYwMYqHX1+aA1TN5bvQUj5RQmnhJAyJ/qllY8sLB+iQdcKMDLXw9ktT/DsViRS4tPRvE8VnN7wiCemyvSl6DLBAw5VX2y3MLOPPYFSrUHLKpb4yM1aKC25tBhXr82HxtoSdnoK9PulG05seMZXTs5e0MLNtikkFRvg0bpH/BoValuiw+ga0Hlltgsh5RGtfBBCyhS1WoOY0Mzgw9HopTdUPGBwk51F9ym1oKsnQdizBOybc4sHHiwo6fVN/VyBB+tieuJROFjeKassEWnUwNEvgTO/4KJcj5/Twr0/ZMZG6P5Zbbg1sYUWIjypNgSP0oUVDo+PHNF5vAcFHoQURvAxZ84c/l8Tn3/+efZrCoUCkydPhoWFBQwNDdG7d29ERAhTFQkhpKjFhaVCk6HlfTmMLYXgAIpEYHtf4N+fgUOT4PT8d/T6sg4MzYQOoFbORug9vT7M7QxyXOuMVwTGbbnNnw9q7IyqpiJg1yDg1gZoIMJlU2E8fQvHlvxRIhWj3XB3VIy9lH2N5n0q86oZVhlDCHnPbZebN29i9erVqFWrVo7Xv/jiCxw9ehR79+7lbVY/++wz9OrVC5cvX37XjyKEkLcWHSTke1g6Ggqlp4mhQuAR8VAogc1QALfWwyIxFH2/XoWgZwpUrGMFHVnOVYlt1wIw89BDPsa+VVUrfN/SHNjUDQi7yzuXPun8C2IeLYe+VB/1WH+PTJqkJLje3wlj09twXb0cDrUdi/3vgJAyufKRnJyMwYMHY+3atTAze7FEyfq5r1+/HosWLULbtm1Rv359bNy4EVeuXMG1a9cK874JISRPUUEvJZtGPALWtRcCDwNrYNRxoN9moe25z3Ho7/8UbjXEOQIPVm475/gT/PC3EHj0a+CI9d2Mob+1sxB46FsAw4/gkq7wz2dju8bQkbxo367wesIfbfSTKfAgpDCDD7at0q1bN7Rv3z7H67dv34ZKpcrxerVq1eDs7IyrV4UOgK9KT0/nw2he/iGEkPdONtULBjZ0BhJDAEs3pI84hYUP9bE5vja0ww4BcnMg9I4QnEQ/5b+TnqHG57vvYtX55/z4yw5VMbdhCnQ2dgLiAwHzisDo04BTQ1wKEbZWWji0yPH56U+8+KPM3b2Y/+SElOFtl127duHOnTt82+VV4eHh0NXVhampaY7XbWxs+Ht5mT17Nn755ZeC3gYhhOTChnRHB2cGHze/BCSJgEtzxPfYhDF7nuFWQBx/715dB8wZeQq6O/sCcX7A+g5I/nQrRv8nxXW/WEjFIszpXQt9ZDeALRMAdTrg2BAYuAswsERCegLuRd17Mc/lJYrHQvChR8EHIYWz8hEUFIRp06Zh+/bt0NPLTOR6TzNmzODbNVk/7DMIIeRdJEal8ZksYqhgJg4AavZGULft6LXpMQ88DGVSSMQiHPAMwcjDMUgaehxwaACkxUF3x6ewCDjGz9k0oiH6KA4A+0YKgUe17sCwwzzwYK6GXYVGq0Elk0qwM3xp9gvfdskMPqpT8EFIoQQfbFslMjIS9erVg1Qq5T/nz5/H0qVL+XO2wqFUKhEfH5/j91i1i62tbZ7XlMlkMDY2zvFDCCEFplYh+u8/+VMLaSAkLabgfuMF+HTNLfhGpcDeRA/7JzbD+uENYKArweVnMeiz+Sn+a7Ie50QNoQsVVuguxZmm99Di2Tzg9I/CdRtPAPptAXT1sz/qUnDeWy6a9HSk+/ry53rVqJEYIYUSfLRr1w4PHjzA3bt3s38aNGjAk0+znuvo6ODMmTPZv+Pt7Y3AwEA0pVbChJBC8t+TSHy5+y6eRQrJpVpFIuZvb4d/A4TtXcuKVjjjOAn919xAdLIS1e2MsWN8XfwduALPlIexc1xjWBnJ4B2RhJHbH2FU2jQc0u2ONJEIW3yWY433LvDep53+ALrMBcQvElIVGQpcDhWq91o4vpLv8fQZkJEBiYkJpHY5V0QIIe+Y82FkZISaNWvmeM3AwID39Mh6ffTo0fjyyy9hbm7OVzGmTJnCA48mTZoU5KMIISRPmy774Zcjj3mT0X+9IrCxjxP0Lo/GFr1kdFFXBpu68szUGXO23Mouk/2tlzO+vTQRj2Me82t0cHmMXeN/wIQtD/A0MhnNKlujTu+FGH0yDA/Shcm3Dys2wdyGo/CiyToQp4jDlLNTEJ0WDROZSY4SW0bhJVxfVt2dJswSUpzt1RcvXgyxWMybi7FKlk6dOmHFihWF/TGEkHKGlcDOPu6FtRf9+LG1kQwmyc9hu3cSrhqnAXoWsEh14O/tjF0Njag9+tWvitFtDTDu3+EITQnlAUOqKhWnA04jKjUKm8Ysgn+kCDYWiZhwdiSC06NgLDWAQqPEf/FPMPrkaPzV9i9YyC0QmBiIif9ORGBSIIx0jbCkzRLoSnRz3GN6ZpmtXjXK9yCkSIOPc+fO5ThmiajLly/nP4QQUhgUKjW+2nMPRx+E8eNvOrlhrGMwMnb+An1NCq7rOEBPZQBDpSm00CDe/BYc7QLQqu5nGHVyNhKViXA2csbK9isRkRqBaf9Nw92ouxh/ZiQm1Z6E6Sf/4BUsDoYO/By2wjH1v6l4EP0AQ44NwZS6UzDnxhzEpcfB3sCen1PRtGLu+6RkU0LeikjLatNKEdbng3VGZZUvlHxKSNnicyMczz2j0Kh7BVg4vBj69rKntyLw7HYkGnarwLuUqtQaDFl3nZfA6khEmN+nNmoGP8TTM3fQwGA30syM0M3AAI5KQ3T3moRYiQonms1BYkZ09jVrWdXiKxjmeub8+Hn8c0z6dxJfDclS06Im/mr3FyzlQkWLX4IfX+kISQ7JPsfd3B0r2q/IPudlWrUa3g0bQZuaiopH/oGscuVC/bsjpLQryPc3DZYjhBQ59t841//xxekNj/nY+gML7iD4SWyuc24e9cOpdY8yz7mNoMexuPwsmgcerEJl08iGcApJxsmjOvBVNMbB+LlQt9sFqUE0LFOELZeKlS1xoOcuuJm58eN2zu2wruO67MCDqWRaCdu6buPBBNPGqQ3Wd1qfI6ioYFKBn1PDokZ2P49NnTflGXgwysBAHniIZDLouroWwd8iIWUHrXwQQoqUOkODc9ue4Mk1oRKFDXtLjFZALBGh7TB3uDW25ZNoz+/whtflsJzniEWIr2mE1YERGFDfEZ2VMjy6KKxWGOtEI1FlCZEY+M91J5wT3VExug6a9KyI+p1dka5Oh0+sD2pY1oCYnZQHdo53rDcPMCQvVbS8TKlW4knsk9eewyQeO4aQL7+CXq1aqLBndyH8zRHyYSnI93ehJ5wSQkgW1vDr+OoHCH4SB5FYhNYDq/KR82c2efGtlX83PkZCZCoi/BIR+DgWrECkZf+qqN7cHme2eOHpzQgY309Ec5kUbs8UeBQQw1JP0dJoPWqMGIL/btrC+1o42vgOhEac8WKmC6s4kcjgYeXx2vtj57AtmddhSaVvOidHvgd1NiXkjSj4IIQUiQyVGgcX3eGzVqQyCTqNqQFXD2HLouPoGjAy14Pn6UDcPOrPX5PqitFxTE1UqCWc02FkdWj1JXh2PhTN0nWQGpACiTgDHY3no6K7HlC9K9pVBx6l34XU0xZijfDPmWVm8FHcsgbK6blTczFC3oSCD0JIkQj2iuOBh8xAih5T68Da5cUyLFsFada7Mows9HBhtw/khjroNrk2bFxznhPuoodTciU6pOlCLge6yf8HW9kzoNNFsGUS1knjUYVziEvQoo3fAJjZGkLfOGf5a3Fgu9e08kHI26PggxBSJMJ8E/hjxdpWOQKPl3m0cYRLTQvIDHQgk+f+5+icdyTuydTo1M4OQwKmQRblA9QbAdjWzP7SZ/kYcTZx+O7TKahhXzJf/BmRUVDHxABiMWRVq5bIPRDyIaHggxBSJMKfC8GHbSWT155nbPlyD9GcvT2u+rIcD6Cn4WXIoq4DukbARz9kn8N6drDeGxKRBDUrukEm0UFJSH8irHroVqgAMVuiIYS8FpXaEkIKHateifBP5M/t3hB85IeV1ypUGtQ2SoLdrXnCi62/AQytss9hlSpZZbEsebSk0JYLIQVDKx+EkELHcj3UKg3P9zC1fjENtiDYlkt1kT+2ahdClBwDmFcSJsy+xCtW+NLP6tdRUlJv3OSPco+cs68IIXmj4IMQUmRbLnYVTXji6LtIeXQSe3TnwjBDAVi5A4P3AtKcqxss34NxMxcaipUETWoqUm8KwYdBi5xTbgkheaPggxBS6MLeMt8jPzEX1uGPtN8gFWmQ4dwC0oHbAblprvOygo+SXPlIuX4dWpUKOvb20K2Ye94LISQ3yvkghBQqVoES/jw+V76HRqvByrsr0etwL1wJuZL/BW5tgMXZr3jgcV7eDtJhB/MMPNiwuKy5KyW58pFy8SJ/NGjVEiLWJY0Q8kYUfBBCClVSrAIpCUreGt0qs8SWtSifcXEGVtxbgadxTzH5zGQcfHow9y9r1MCFBfzp6oxueNRoLus+lufnZCWbsimzJrJ3W2EpjEAr+YIQfBi2alUi90DIh4iCD0JIkeR7WDobQUdXwlcoJvw7Acf8jkEqkqKBTQNkaDMw88pMrLi7gn+BZ/P9D0gMQbzWAIsy+qKNm02+n5O15VLNvOQ6iir9/aEKDoZIRwcGjRuX2H0Q8qGh4IMQUmTJpmHJYRh2bBhuht+EgY4BlrdbzqfHjvEYw89ZeW8lfrz8I1QalfDLntv5w9/q5jA1NoK7ndGbgw+LaiW+5SJvUB9iA4MSuw9CPjQUfBBSVmUogSNfAEvrAr7nir2zqdo6CYOPDcbzhOewlltjc+fNaObQjE+YnVZvGn5s8iN/fuj5IUz+dzKSE4KgfXKU/+5edWu0rmrFcyjYNk2fw30w7ew0voryapltNbNqSH/+HL69eiFo4iSoE4TPLw7ZWy4tacuFkIKg4IOQskiRAGzvzZM3EesLbOsD3NtV5B+rVGQgJjiZP//J91tEpUWhsmllbO+2PVdSaD+3fvir7V+QS+W4GnYVw44NRSQy4KVxxiOtK3rWccD1sOsYfnw4vOO8cTboLH8enhKOdHU6fON9+XUqByjhP3AQ0h97Ifm//+A/aDBUIUIialHSpKUh9cYN/tywVcsi/zxCyhIKPggpaxKCgQ2dAb8LgI4BUPEjgG1rHBwPXJjPsiSL7KMj/BL55ZNksYiRRKCxXWNs6bIFtga2eZ7fyrEVNnbeCHOZBZ4qYzDY3gbrdRrgzwF1ESO6ynNFklRJfKS9ldwKz+KfYfDRwTjmewxqrRodfORImfQNNImJ0KtVC1IbGyifP4ffgAFIe/QIRYkFHlqlElJ7O+hWqlSkn0VIWUPBByFlSfgDYF17IPIxYGgDjDoODDkANJsqvH92FvDPVECdUegfzRJHD10+JdyGkS96VOqBle1WwojNY3kNQ7jCMfhTVFCqECGV4kKFx7iXth7fX/oeGZoMdHLthA2dNmB71+18FSUyLRIzL/+IT65qMHZ/Eu+xYdShA1y2bIbr7l18sJs6KhoBQ4ch+fx5FMeWC5XYElIwFHwQUlYkhAAbugBJYYBVNWDMv4BdbT5pFR1/A7ouYHPqgTtbgJ0DgHRhe6QwqNQq/HD5BwQ9FQbBVXZzwKzms6DzhkFviQoV+qy6io/ir2JrWDjqQB9p6lTs9dnL3x9RYwTmtZrH57bYGdphc5fNaGjbEF1uaTH4nIafYz58GByWLIZYTw86trZw2b4NBs2aQpuaiqBJkxG3ew+KQnJmsiltuRBScBR8EFJWeB8DlEmAdXVg1AnA1Dnn+43GAv23AVI58Ow0sKkrkBT+3h+bpEzCxDMT8c+zf2Cb7Mpf69+6x1utBlx+Go34pBT0ll6GiUaL9Y1n8hUTlgfyfePv8VWDr3hSahZjXWOsar8KPZ4K/UNUwz+FzYwZEEkk2edIjIzgtGoVTHr2ZBPuEP7TT4hcvCRnSW9hlNgGBgI6OtBv3KTQrktIeUHBByFlRZCQ/Aj3HoDcLO9zqnUDRhwF9C2BsHvAug5ApFCy+i5Y8uew48N4Yqid0hW6ajl0ZBJYOLxd2entgDi0FXvCDImAoS10q3TC7y1+x5WBVzCw2sA8f0eangGL4CThjzr8szzPEenqwm72H7CcNIkfx6xejdBvp/McjcLcctGvXx8SQyqxJaSgKPggpKwIui48Or+h2ZVjfWFLxqIykBAIbOgI+F8q8MexDqMs+ZMlgVrKLfGN40z+uk0FY4glb/dPy+3AOPSRZOZl1B4ASIRxU1Jx/mOn0h485CsaUltbPk8lP2zlxWrqFNj9PguQSJD4zz8IHDsO6sQX5brvveXSkrZcCHkXFHwQUhaw7ZP4ACGnw6HBm883rwCMPg04NRbKcrd+CjzY99Yfx2azDD8xnCd/VjKphC0dtiLJS1ygYXIKlRry0Gv4SHxXeKHukLf6vTTPO/xRXrfOW51v2rs334YR6+sj9fp1BAweDFVo6Fv9bp737eVFJbaEvCcKPggpS6se1jUAPSEf4o30zYFhh4DqnwBqJbB/NHBp8RtLcdlMFjabJUWVwlulr265HjfWRiD0aTzEUhEq1bV+q48PubgVGyV/8AFy2qqdAcsqb/V7qZ6ewu3XrYe3ZdiyBU9ElVpZIf3pM/j3H8CDiIJKvngJAYOHQJueDnnt2tCtXLnA1yCEUPBBSNkQmBl8ODUq2O/pyIE+m4CmmbkT//4MHP0qz1JclrDJZrGwmSxsNkvXCl0xv84SnP7TB+G+CZDpS9Fjah1YOhq+/jNZcHNpMSpdmAaZKAN3DFpB1HfTW92uVqNBmqewUiKvW7dAf1Q9d3ehFLdKZWRERfEgggUTbyt+3z4ETZgATWoq9Js2gdO6tVRiS8g7ouCDkLK08sG2UQqKleJ2+h3oPJdlSgC31gO7BwPKlOxT2OwVNoOFzWJhRtccjc/tvsLhBfeREJkGQ3MZen1dHw5V80l0zcKCGhbcsCAHwLqMLrjdaLEQBL0Fpa8vbygmksuhVy1nx9S3wXJEXLZvh37jxjyIYMEECypehwVdUUuXIuyHH3muicknPeC8ejWvqiGEvBsKPgj50KnShMqVt0k2fZ0mE4D+WwGpHuBzAtjUDUiORLIymc9eYTNYWNkrm8kySl0VhxfdRlqyCpYOeugzvQHM7d+i6uPEdB7caCHCfNFIzMoYivoVLN76FlPvZOZ7eHjwSbLvQmJsDOe1a2Dc42MeTLCgggUXeZXisuqYsO9mIHqFEHRZTpoIuzlzeDUNIeTdUfBByIcu1FNon846mpq6vN+13D8Ghh8B9C34dSPWt8PwIwP47BXWe4PNYukXHw+v3f8gQyuDtfQpPtWfAoN0vzdfO+w+cHM9fxrZaSWWp3WArlSMGvZvmaPCk03fbcvlVSx4sJ87FxYTxvNjFlywIOPlUlx1UhJfGUk4dIhXy9j+9iuspk6lrRZCCgEFH4SUpS2XwvhidGrIK2F8LCtgsGEGfJICYKFjjI0d16PV41PQHJuOJ2lt+Kl1bK9DN+kZsL4j4CeUn+aJrSqcmMGeADV744JOC/5ybUcTyKQvGoS9SVpWsmm99ws+GBZEWH/+OWx/+YUHFyzIYMGGOjkZqvBwnhOScuUqRPr6cFq5AmZ9+773ZxJCBBR8EFJmkk0bv3VHUo1WaE2en+vKaAw30+OzVtjMlW3+z1Hj6Azgyl8IUXogWWMFXbkErpNmA05NgPTMct37Qlv0XJ4cAQIuCVs67X/mzcWYei5vyBF5SUZsLO8syrBKk8Ji1r8fnFYs50EGCzYCBg7i1TDpPj6QWFnCZesWGLZqVWifRwih4IOQDxtbUShAsikrk229uzX6H+mPiJSIPM/55/k/fJpsckYK6lvVxVbD2nBUpgH+FwGxFF4W3/HzrPzOI2j4GCjbrQSq9xS2fg6MAS4uzFmum5EOnPpBeN5sCm/7nhV81Hd+++Aj7a6w5cImyEpMTVGYDFu35kEGCzbSnz5FRkQE/5wKu3ZBXqNGoX4WIYSCD0I+bDHPgLRYQCIThsjl4+UyWVa58iT2CQYfGwyfOJ8c56y5vyZ7mmxn185Y02kdTPrvAFp8wWfGpPXeh+fPhWRLu+BLQs+MocOR5v71i3LdM78CR754Ua57fRUQ58/bp6P550hIVeFppDDUrn4BVj7SMpNNC2PLJS8syGDBhn6DBjDq0B6uO7ZDx8GhSD6LkPKOgg9CPmRZqx4O9QBp3hUYr5bJDnEfgoomFRGRGoHhx4fjWtg1fs4vV3/BX55/8XNG1hyJua3mQleiC4glfKtEO+4i7mz2gUYrhkFyCJy6NYfMzU0YXz98BJL1OgJd5gnlurc3ArsGArF+wPn5wo20/wmQGeJOoLDqUcHSABaGsrf+o6ZmJZvWKZrgg2HBhsu2rXD86y9ITN6uUyshpOAo+CDkQ5EUkbv51xu2XF4uk5WIJJjZdCamVPsCmzpuRn2b+khWJWPi6Yk8CNn/dD8vpWXTZL+s/2WOabKalBQET/4Mz4OFAKdqTQPY/zyTf1HnGF/vb5Y5OVcPeHoKWNFUmLRrVweoNYA3CXt4//lrVz3YOaqIyJyvKZVQPHjAn8uLaOWDEFJ8KPggpLRj+ROXlwIL3YDVLYGE4LdONv312q/ZZbJL2y6FW0hTbJp+CcfmPsGCukvRxbUL71b6IPoB9CR6WNJmSa5psrwb6PARCL/1FEnGLhCJtKg7uTuvrJEYGsJp5cqc4+tPPIN22D9CuW5GmnCRznOQkZDAK0jazxyFUY+OoL5T7pUFdXw8AocNx7PWrRExZy4PRBjF48c8AGG5HrquroX3d0sIKRH5j44khJQ8jRo4Ph24uVY4jnwMrGsPDNoDmDgC0d75tlVXa9S4GCyUvy5usxi4ZoOLp4Ucj/iIVBxecA9fTvoeFUwq4HLoZUxvOB0eVh45rpHu64ugseOgCglBeHUhKKlQ2xpyo8wtHpFIGF//x++8e2j0ihV8fD0b3Gb/1TGITn/P700pckDQgIFQBgTwX+v79BxEW3ShqTcf4syGXcrgYP5ZSj+hZ0jspk285NV+7pwXWy5161KfDULKAFr5IKS0UqYCu4dkBh4ioPV3gJU7kBQGbOwiVJUwFpUBA8tcv/484TnfVjEQGyHxqDHung7kr9fv4gJLJ0OkJalwaPFddBb3xbau23IFHqm3bsF/4CAeeEicXRHpKpSbujezy/lBLABh4+unfJZzfP30OVB/sglpZl3gnxl4aG1ssaF6V2SIxNCePYWgUaOhTkhA2oOHvLyVBR5SW1tYf/0VoKODpBMnEDhyFJIvnOcfRVsuhJQNtPJBCJOeBKTF8TLQYgkqUiIBs9dsHyRHATv7AyG3hUqWXmuAGj2BJhOFgISVvV5d9totl7uRdyFT6eNTv6nwjYmCWCJC22HucGtsi3qdXHByzUMEPo7F8ZX30WpAVdRs7Zj9u4nHjiF0+nfQqlTQq10LGVNmQ7HNH/rGunCuYZ77w9hqhFYL0169ILW2Qci0aXx8vX/fflBFRECrUECvenVcHvM99l4Ih75HTQw6uoIHOH79+iEjMgratDTIqlWD0+pV0LGxgZ5HLQR/9ll2lQuj/56dTQkhpQOtfBDCbOsNLKkFXF9TtJ8T5QOsaAz8WRu4uCjv8fXRrGNoeyHwkJsBww8LgQcjNwWGHABq9X9xfj7BxwPfJ+j58HMYxlhDVy7Fx1Pr8MCD0dWTouvkWnBvbsdv4fxOH1w58AxajZZvtYR8/Q0PPFjJqcXi1bj5r5AA6tbEFmJJPv9ssABEJIJhi+Y8EVVqbS2sdigUMGjdCvor1mKLt1Bia9WajbjfDqmNDVQBgTzwMGjRAi7btvHAgzFo3IiXu0rtM1dadHSgV7Pmu//dE0JKDVr5ICQ9GQi6IbT+Pv4NkBAItP9VmPZamAKuADsHAop44fjML0BCENBlPiDJ/H/FwGvAzgGZqzAuwJD9gGWVnNdhJbWfrgas3AD/S0D1Hrk+KjIgEWbH60KmNICOMdBrWj1YOOQcdS+RiPHRkGowMtfDjX/84HkqEMmxCtSVslkxGsgb1Ifs61k48OcDpCQooW+iC482L1ZH8iUSCePrd+1E+G+zIKtcCfEDRmHgJk+ExKfBwkAXPes6QM9Mn4+4D//1N55Eav3F57mGxcmqVIHrLnbOr7wPh1hPr8B/7YSQ0kekzWuUYwlKTEyEiYkJEhISYGz89gOnCHlnLPBY3wFgPS3UmYPFanwK9FwF6BTSl93D/cDBCcL1HRsCbl2FZlws4KnSCeizAXh+Btg/FlCnA/b1hKRSQ6sCf5T//WicWPcAaqUW0frBGD+jK2ytcueEvOzJtTD8t+UJNBotLMQxqH5hNsTDPseVUBeoFGo+sbb7Z7V5oPLWMv9pueobi3FbbyFJkYGKlgbYNLIRnC30C/znIoSUbgX5/qaVD0KyxtFXaA149AUOTQYeHQSSwoEBOwD9PHIcCvIFfGUpcHrmi6mxvdYCOnJhRWP/GODpSWBVC6ELKAtGWGDSex2g+xYj6l/x8EIILuz05h8baOKF543Ow9Zq2Bt/r1oTOxiYynBi1QPEKCxws/53SPezhFarhoObKbqM94BMv4Aj7EUiHPIMxjf77kOp1vK+HuuGNYCZAY2jJ6S8o5wPQsLvC492tYDa/YGhBwCZCRB4VZjWyoOCdyyTPfb1i8Cj8USg72Yh8Hh1fH0cKy/VAg3HCk26Chh4sFyNqwef4fwOIfDIqBqDE9XWoJb92+dIOFUzR4/hTpClx0EhZ4EHULWRDT7+rE6BAw/ezv3cM0zbfQ9KtQZdPWyxfUxjCjwIIRwFH4SEC50zYZtZalqhFTDqBGDsCMQ8FfpqhLyouHgryhRg12Dg5jqhTLbTbKDLHKFVeR7j63kg0nUB0HV+7nPeQK3S4PTGx7hzUiilbfRxBdx0OwSNWIM61nUKdC29UC/Uv7MAdopnaPppJbQfWR0SnYL9M5Gh1uCHvx9i3gmhB8mYFhWxbGA96OkU7M9FCCm7aNuFlG9qFRDxWHhuW+vF6zbVgTH/Ajv6CsHJpm5An42AW+c3XzM5EtjRHwi9I7QZZ2Wy1T/J/3yLSsJqxztQpKhwfNUDhD6Nh1gswkdDq6FCI3M83iH8mepaFaw0Ne2OJ/TS49GsSjRsO7kU+H5S0jMwZacnzj6J5MUvM7tXx8jmFQp8HUJI2UYrH6R8i/YREjx1jQCzV74kje2AkceBSu0AVaowKO3m+jdcL3OlhAUecnNg2OHXBx4FwFqMs/bjWRJj0nBg/m0eeOjqSdB9am1Ua2qHxzGP+aA4cz1zOBq9RXXKS9I8Pfmjft2CrZgwkUkKDFhzjQceMqkYKwfXp8CDEJInCj5I+Za95VIz79JamREwaDdQdwhLrACOfgmc/omXoubCymRZ1Ux8gNBAjG2nOOfdg6OgEk+chF+v3nj+8cdIe/iIv3Z6/WPEhafyRNFe39TnORtZzcWYOlZ1CtSKnA2PU3h7Z7cxL4hnkcnoteIKHoQkwNxAFzvHNUHnmkJPEUIIeRUFH6R8C7ufe8vlVRIdoMcy4KP/CceXlwAHxgIZ6S/OefQ3sLmH0J/DoT4w+l/AsnKh3KJGoUDEvLn8OR9fP2wYgg6fQ7hvAt9q6fV1zh4eWcFHXesCbrmwqbFqNaR2dtCxe6WF+mvc8ItF75VXEByXBlcLfRyY2Az1nPOeWEsIIQwFH6R8e7nS5XXYCkLrb4GeKwGxFHi4D9jaSwg2riwD9o4Qtm/cugkVLO/QnyM/bMBaRmgYDwqyxtd7rjnN33PxsICxpTxHlcndqMyVjwImm77Llss/90IxZN11JKSpUNfZFPsnNoOrZcFLhAkh5QsFH6T8YrWkWcFHVqXLm9QZBAzeJ+SIBFwCltYDTv0vu0w2rPs8XI95wIOAt74NjRaBj2OQkvDSSkomVUQkotcIE22tv/oKTqtXw6hnL4RbN+Sv2UffyvFZQUlBiFXEQkesA3cLdxRE6h0h+JDXrfdW56+58Jwnl7JS2k41bLBjTBNYGMoK9JmEkPKJgg9SfsUHAooEQKwjTIt9W5U+EkpxjeyBtFjhtY6zcLVOb/T6py/GnBqDWddmIUOT8XZlshse4Z+l97DrtxsI90vI8X7UkiV8pUNeuzaMu3Xl7ceVA6ZBpWsMHWUidHYsROi306FVCp1ZPSOFAKKGRQ3I2EC6t6TVaJB298XY+je5HRCLP4494c9HNHPFisH1IdelUlpCyNuh4IOUX1mrHtbVhHkpBcESVFkpboNRwICdOGTtjElnJvER9swenz2Y9t80pLIqmdeUyR5eehdPbwlD2xTJKhxa5Anfu1H8mCWWJhw8yJ/bfD8jO3n0ydVw/li5ii4f8sbH148dB3Vi4jtvuSifP4cmKQkiuRx6blXfeP6uG0H8sWcde/zcowYk4rdPbCWEEAo+SPmVXenyhnyP/Jg4QNt1IValB+KHyz8gQ5uBLq5dML/1fL7qcCH4AkaeHInotOhcv5oYnbNMtutED56/kaHS4PjqB7h3NggRs2fzc417fMxXPpjURCUCHsTw57WHt4LTqlUQ6+vz8fUBgwfDz/vmOwUf2VsutWrlGu6WVy+Pow/C+PPBTQreC4QQQij4IEVPmSoMVkvJ/SVc6itdXpLu54eks2ezcyzUGjV+vvYLlt9dzo9H1RyFX50moLmvLtZ3XAczmRnvuTH46GD4xvtmXyf0ug/2zbqSo0y2Qm0rdJ3ggRot7Xn6yKU9T3E/3hnQk8P6yy+zf9f7ejgf/mbtagwLe0NhfP32bZBaWSH96TOMXfYcruFa1LYSgpW8tleSzpyB0t8/z2RT+Vskm7LAI1WpRgVLAzRwoaoWQkjBUfBBihbr9sm6g+4bBaxpA0QKeQIfVKVLZhVJ8MRJCJ40GWEzvuc5FmcCz+DA0wMQi8T4ofH/MCa+Fvx79ebnWC7Yga0dNsLZyBmhKaEYenwoboXfwpOd53B43XOkKUQwFiWi1xe1sstk2RZK60FuqFdbyJ0IcmoPn44/QmRhlX0PT64KKw7uzV6UwrLx9fY7tiDW3hDmycCv2zXQu5X771mjVCL0628QPPkz+PbqjeTz57PfS/UU2sfr13tzsum+W8H8sU99xwL1ESGEkCwUfJCi83K3TyYhSBjU5nexpO8MSIkBEkOE5zZvHr6m9PPLXi1I+PtvBE2YgDt+l/nxALcB6HBHg+ApU6FVKPhriYf/Ab78DVtarOSrEInKRBz5fS3OnlNBLZHBLNYLdS78grivJkGd8CLJNOHAAZgum4zqjzdBpFUjONEEh5fc5fkgkQFJiA1N4bNWqjSwzv6deEU8Jj6ciS/7p+GRixh6Si2/v/j9+7PPYZ8RNGo0Eo8d48csiTVo0mTE7d6DjJgYqAKEuTBZ2zv58YtOwQ3/WLAUj971CtY9lRBCslDwQYpGwNWXun1WEJpuOTUG0hOArZ8C9/eWjlUPdm96xm88PfnCBf6o4+IMkb4+Uq5cReNfD8EiUYu2R0IQ8etvvOupad8+cFr9Ig8jYfRkrKz5K6bdGAgrVX9oRRKY4gm6TaoJXbkUqbduwX/QYCiDQxC19C+E/e8H3ujLrakdekypzc8Je56A/fNv4/ZxIfipWMcqe8osK61lqyqsykViZAzntWt5jgi7BrsWuya7NvsM9lliQ0M4rV0Dk169+DnhP/2EkK+/5tfSrVwJEhOT1/497LstJJq2qmoFWxO99/u/ASGk3KLBcqTwPToIHBgvNN1yaCC0JzewBIYdAg6OBx4fAg6MARICgRZfCg288um4qQoNg1HHDm9c3mdbEgXaAijAlguTckFYrTEbOBD6DRoicMJ42IbF4M/VgG7GGf6e1efTYDF+PL8PlocRNG480p754dQX+5Bu1YSfk6o5hlVNT8BfbyC+2LYFIeMn8koT327doE0X+nxYTJwAq6lT+XV6faOPI3/dQ3xEKv95ecvlYfRDTD4zmff1sDWwxcp2K1HZrDK0c5tCx94eMatWI3rFCsSsX8+vLbWxgdOaNbyaxaBFC35O9LJlSL16jV9P/w39PdQaLfbfFlaL+tZ3evu/a0IIeQWtfJDCwxIxr/z1SrfPf4TAg9GRA302AU0/E47P/Aoc+QJQZ+QZTARNmIiQadMQPnMmtCpVEVW6vLm5mCY1Fak3hSoSw1atIK9ZA3FLv0WwBQs8WAgvhf3cObCcMCE7AGJ5GHabt+N+k68RbtUAIo0aTaqnwvbz2hCJxdjlvQvTQ1fAZttGyNzchMBDIoHtr7/Aetq07OuwpNI+0xvA0knICzE0l8HRzQzngs5h1MlRPPCoZl4N27tu54EHw37X+vPPYfvLL/ya7NrsM1x378ouo2XnWH02GXa//87vn5HXf33wcfFpFMITFTDV10H76i+2fQghpKBo5YMUDo0aODEDuLFaOG40Dug8h2VR5jyPDW/r9Dtg6gwcnw7c3ijkXrBx9bIX80lUwcFQxwglpfF790EVHgGHxYshMcy7dXeBEx+zK11en+PApFy/zoMfHQcH6FYQprR6ikOweagEU59XRs+BP0G/Xs7GXEmxChzZFopYmTOkYjXadjZClZ4dUJ99pIEtZlycwQOI8anR+HPdnzDaexQGDRtCv6HQufRlrCLm06/q4d6ZIDhWM+c9RP648Qc0Wg2a2zfHwjYLYaCT++/FrH8/yCpWQMrNmzAfNgwSwxd/v1lMe/eCrqsLUq5eg0nXrq/9e9h7W0g07VnHATIpNRQjhLw7WvkghVNKu2fYi8Cj4yygy7zcgcfLGo8H+m8FpHrA01NCRUxSRPbbisde/FFiackbX6VcvIiAoUN5u/FCud+Yp2+97cI+mzFo1TI7yGHNvFLkIohHD8gVeEQFJWHf3Fs8OdTARBe9ZjRBlZ7CtgvTwaUD1nVcB1OZKR7GPMSwC+ORPLhLnoFHFl09Kep3dcHO+PWYdX0WDzx6VemFv9r9lWfgkYVd02rSpDwDj+xz6tfnqyAi3fwbrcWnKnH6UUR2lQshhLwPCj7I+2G9OzZ/DDw5ArB23n03Ac2m5JvHkYP7x8IQNn0LIOwusL49EOXD31I8EYIPwzat4bJlMyQWFkj38oL/wAFIf5oZOORBnZyM2C1bke7rl//nRjxiDS8AAyvA0Oa1t8i2f5Iz8z0MW7YSPkOjxr2oe3k28wp6EouDC+4gNUEJc3sD9J7eAFZORrmuy35va5etcDR0REhySHbSaH6UaiW+u/AdNj7cyI8/q/MZfm76M5/hUhz+9gzhM1yq2xmjpsPrk1IJIeRNKPgg7y7muVBKG3ILkJsJCaU1Pi3YNZwaAqNPA+YVhVkrrEIm4ArSM1c+9Kq5Q+7hAdddO6Hr6sqnu7LKjZRr13NdShUejoBBgxHxxx/w79cPKVev5v68xFAhz4Sxr/fGIEnp58+3gFjXT4Mmjflrz+KfIUWVAn2pPiqbCnkWjEatwZmNj6FKV8OxmhlvHmZknn9FiKuJK7Z13QYPSw8kpCdgzMkxOOV/Ktd57L1xp8fhuP9xSEVS/N7id4yvLSS2Fod/H0dg7glv/rxvA1r1IIS8Pwo+yLsJuiEEHnF+gKmLEEC4NH23a1lUEn7fsSGgiAe2fALFA6E3iF51YeCbrpMTXHbugLxePT6DJHDsWCT8cyT7Egpvb/j3H4B0Hx8eUGiSk/m8k/i//8654sHuOeKBsOrRbuYbby3lolBiq9+wAS+fZe5GCvNTalnVglT8Im0q8HEsUhKU0DPUQbfJtSCTvzmlykJugfWd1qONUxsoNUp8ff5rbH60ObuLKlsVGXZ8GG5H3IahjiFWdliJHpV6oLhsvRaAcVtvIU2lRuuqVhjYyLnYPpsQUnZR8EEK7vFhYauFTXRlqwdswJpllfe7Ji/FPQxU646MlAxkxCYBIkBW9cWQM6mZGZw3boBR586ASoXQb75B9Oo1SL58ma94ZERE8F4VFY8dhTFLnszIQNh3MxC9ciW0z88BGzoLya0WVYR7ZsPh3iBry8Ugc8uFyW9425MrQvdRt0a2kOq8fUKmXCrHkjZLeLMyLbRYcGsB5t6cy0tphxwbAt8EX1jrW2Nzl81oYvcid6QosRbus4974ce/H0KjBQY0dMK64Q2gV4A/FyGE5IeqXUjB3FwHHGVNqbRA1S5An/WAbv4JjwWiqw/02wJF2BgA16BrmAHJ+Z+BLnOzk1fFMhkcFi1EpJ0dYjduRNTixdm/rt+oERz/WsobZdkvmA8dB3vErF2HqD+XQnUkDbb1EyFybQoM2AHom+f46OSLl6D084XZgAHZiZeatLSXSmxbZp+btfJR1+pFomlashJ+94XZNdVean3+tiRiCb5v/D0cDB2w8PZCbPfazn+YqmZVsbzdcl4lUxzSM9T4eu99/HMvlB9/3bEqJn9UmVqpE0JKZuVj9uzZaNiwIYyMjGBtbY2ePXvC21vYC86iUCgwefJkWFhYwNDQEL1790ZExIsqBvKBYtsA6clCOS0LPBqOAQZsL7zAI4tYAoVhM/5UZqoCbq4Fdg8RKlQysT4ZNtO/hc3//peds2HcvTuc1q3N7tDJzmED2WwGNQVEWsQ/lyPI0x3qXttzBB5seyNm3ToEjR2LiD9m87bkLGk1u8RWqeTNuHQrVuSvsQm1wcnBEEEED6sXPUJ8rkdAo9bCytkIlo75V5a8DvtyH1FzBOa3mp+dSNrUrik2d95cbIFHQqoKQ9ff4IGHVCzCon618VnbKhR4EEJKLvg4f/48DyyuXbuG06dPQ6VSoWPHjkhJSck+54svvsA///yDvXv38vNDQ0PRi7VyJh+uzPwDPqNFrQSM7IGuC15fSvse0r2EoWh6rXoKFTTex4DN3YHkqBznmQ8dApdtW2E/fx7s582F+OVSUbUK+GcqzDX74dgiFiJdCVKeJiBg5Njscl1tRgbCf/0VkQsWCr+jo8PbpgcMHsKTV7O6muYosc1c9WANvYx0X1SxeOUx8O1dda7QGTu67eDVLMvbL4eh7rsFMwUVFJuK3quu4IZfLIxkUmwe1Qi9aH4LIaSkt11OnDiR43jTpk18BeT27dto1aoVEhISsH79euzYsQNt27bl52zcuBHu7u48YGnSpHj2q0kRBB7syzcos8LEufHbldK+I4VXZqVLm96AywBg5wAg5LZQijt4P2BZOUePCrCfl7EVmr3DgWf/siUQGI39HS5Tm/COqVnluo5//onoFSuR/N9//M9iM+M7yOvX5ysf6ZnJq2xWS1ZX09dtuUQFJiEmOBliqQhVGr6+dPdtsa6l7Ke4PAhOwMhNNxGdnA47Ez1sHNkQ1WzfPPPmg/nfLiGk7CScsmCDMTcXlrFZEMJWQ9q3b599TrVq1eDs7IyreZU9su+J9HQkJibm+CGlTNY/3qzChXEquiBSk5KSPT2WtSiHcxNhKJ2ZKxDnLwQggcIskjwlhQObugqBh1QO9N8GNBr7oly3QgWhXLdvPx54iFgOyZ9LeAdQeY0acN25C7qVKvHk1YyoKKHEtrFQYst4RnnmSjb1ykw0rVjbCnoGxdN3ozD99yQS/ddc5YFHNVsjHJzU/MMPPF7+321WEEII+fCDD41Gg88//xzNmzdHzZpC1UB4eDh0dXVhamqa41wbGxv+Xn55JCYmJtk/Tk40sKpU/gPOVgGyVj6cGhXZxylYqaxWC6mVFaSWmTNh2EoHC0BYZU1aHLC5hzCc7lWRT4B1HYCwe4C+JTDiCFCtW/bbvFx3x3a+wsFITE3hvHEjjDt2fHGOowNcd2zP7jaq36QJxAZCXku6Oh2PYx7nCD7UKg18boa/c6JpSdtxPRCjN99EqlKNllUssXdC07I1rZYCEELKVrULy/14+PAhLl269F43MGPGDHz55ZfZx2zlgwKQUijaB1AkADr6bzWM7X23XGTur2w5GFoJwcT+MUIOyJ7hwoyYppOF9/0vAbsGCfdoXgkYsk9oXPYKXq67YT2STp3iWzYsmfRVLGnVaf06JB0/zitosjyKfoQMTQYs9Cx4Z1KGVbikp2Tw+StO7jkraEozVkq74JQ3Vpx7nt0yfXYvD+hIymD1PQtAWPDBfmgLhpAPN/j47LPPcOTIEVy4cAGOji8S0mxtbaFUKhEfH59j9YNVu7D38iKTyfgPKeWyVj0c6gOSottaYDkZjJ579dxvssoato3CBtKxKpiT3wPxQYBDPeDQZCEZ1qkxMGAnYGCR72ewcl2Tjz9+7X2w5FWTTz7J8drL/T2yElCztlyqNbGFWPxhfLGxUtpv993HobtCKe3n7atgWrsyXtFSlv9shHyACvSfOawskQUeBw8exNmzZ1Ehc8JnlvrsvyR1dHDmzJns11gpbmBgIJo2fcful6R0KIYtF0aRVenC8j3ywipsus4HOvwmHF9fCRwYKwQe7j2EFu+vCTyY9FQVzu/0RpBXbL7npMSn4+JuHwQ9fnHOrfBb/LGutZBsmhidhqDHwuTdak0/jC2XhDQVRmy4yQMPVko7v08tfN6+atkOPAghH/bKB9tqYZUshw4d4r0+svI4WK6GXC7nj6NHj+bbKCwJ1djYGFOmTOGBB1W6lJXgo+j+78jG1vP26Dz4eE2lB/uibD4VMHEADk4QAo8mk4VpuuI3x9N3/w3Cw/MheHQxFK0HVkWNlg453o8JScaRZfeQHJeOB+eC0aJ/FfxruBcXQ4TS24a2DfnEWnYOW8m3r2IKUxuh9XppFhKfhhEbbuBpZDIMZVKsHFIPLatYlfRtEULKoQIFHytXruSPbdq0yfE6K6cdMWIEf7548WKIxWLeXIxVsnTq1AkrVqwozHsmxS0lBoh5Jjx3bFBkH8Mm0bKmXizBU+dt8n5q9gZsagJJYUDFnP+bfF2uw5PMnhxajRbntnsjKUaBxp9U5P/1H/wkFsdXPYBSoYZMX4r01Axc3PUUj+2jAWcRptabApMYOxxYdZu/Z2ItR9th+azSlCIPQxIwatNNRCalw8ZYho0jGqG6fRmoaCGElP3gI2vY1evo6elh+fLl/IeUsVUPq2q52pIXpvQnL5JNWYfSt2LlJvy8pZAncXxFgwUWNVs74PbxANw+EYCkWAUc3Mxwfoc371RqV9kELUa5YtGWjXB6Ug91Q9ujuXEbNE31wOE1d6HJ0MK2ogm6TvKA3PCl5mal0DnvSEzefgcpSjXcbIx4Dw97U3lJ3xYhpByj2S6k2PM9tBoNYjdu4n00rKZOyZ4Wq3icmWxarehWEryuCEmWsY7+UNTToK1VNZzb5g2fGxH8h6lc3xrufUww5vxI+Jn5wcPtOVo87YvUJ1KcyQyQKtW1QvuR1SHVLd2D1nbfDMT3Bx9CrdGieWULrBxSH8Z6H14vEkJI2ULBB3mz7OZiL5ptvStNejpCv/sOSceFbrmpt2/DaeUK3tMju7Npfsmm70mRosKzu0Jr9ROyXdh2NhhfNfgKXSd3x8m1D6FSqFG3gzOMWyow9NQQxCpiYaNvg196fAm9CAucyNyOqd3OCc17V4aoFFe3sFXKxad9sPSssF3Wq54D5vSqBV1pGSylJYR8cCj4IK+XoRRmuhRCsqk6Ph5Bkz9D2u3bfI4KW/FQPHgA/wED4bRmDRRPMitdqhdN8HH01EVoM4AY/VBoLFKhTRfG14e5h2HCD1OQlpABH927GHX6G6RlpMHNzI1Pk7UxsAHMgIE/NUZijAL2lXM20SttlBkafLf/Pg54hvDjqW0r44sOVNFCCCk9KPggrxd+H8hQAPoWgEWld76MMjgYQWPHQennB7GRERz/+gtSG2sEjRsPVVAQ/Pv25a3VWVAiq/Tun5OfHV474H1JCWs4Q1U5Csd6H8Nen708+GCj68OSw9DIrhHmXZ4HjVaDZvbNsLD1whxD3QzN9PhPaZaoUGHittu4/CwGErEIv/esiQGNnEv6tgghJAdagyUvVjhOzwSOfQMoU/LI93j3YXLKwEA+qI0FHlI7O7hs3waDJo0hq1CBz1vRq1VLCDxYsmnlyhC9PJ32PbFAYuGthVh1bhOsU5yhFWnw7eDx0NfRx/AawzG/tTC+/mzQWcy5MYef37NyTyxrt6zYpskWltD4NPRdeZUHHvq6Eqwb3oACD0JIqUTBBwHS4oFtvYDLfwI31gCb2Ph6ITcie4jbeySbxm7dBnVMDGRubnDdtQt6Vatmvye1sIDLpo0wzJyCrN+w8Ep52SyWb85/g02PNqFapJCvUrG2NYxMXvTk6OzaGWs7roWxrlB2OqnOJPza7FcekHxIHocmoteKK/COSIKVkQx7xjfFR27WJX1bhBCSJ9p2Ke8SgoFtfYAoL4D9lz5rnc5yPNa1B4bsz7ny8Y5SLlzgj5afTYaOTe4vRJb74fjXUqTdu//65mIFEK+Ix9T/psIz0hM60EXdhDbQAHBvlnuWS32b+jjc8zCi06LhZv72ZbulxQWfKEzafgfJ6RmobG2ITSMbwtGs9Dc9I4SUXxR8lGdh94Ed/YQmXYa2wOC9wuC47b2F8fVr2wLpiQBbBbAXWoq/y5aLMiAAkEph8JoW+yKJBPr13u0zXhWUFIRJ/06Cf6I/jHSM8JPdAjy7qoC+sS5cauTdp8RCbsF/PjR7bgXh+wMPkKHRonEFc6wZ2gAm+h/Wqg0hpPyhbZfy6tkZYGMXIfCwcgfG/AvY1co5vp4FHoxdbUDn3ZpSJV8QWpLr16sHiWHR51A8jH6IIceG8MDD1sAWGztuguKecO9ujW0hLuGprazD6opzzzB2yy0ExabmWya76vxzjNl8CwExKa8tpWUD4ljg0aO2PbaMbkSBByHkg0ArH+XRna3AP9MArRpwbSlMipWb5j++vkqHd/6o5IvClothq5YoaueCzuHbC9/yMtlq5tXwZ4uluLMjEsFP4nhPDvfmdqVqmqxnYDw2jGiAWo6m+ZbJegbG8cTRus5m2eeo1BrMOPAA+24H8+OJbSrhm45uH8xUXUIIoZWP8oS1x//vD+DwZ0LgUas/MORAzsAjx/j67cCES0DLr965oVjqdaFBmUHLVihKu5/sxrT/pvHAo7l9c6xotgaXVgYj4EEMJDpidB5bE2a2BigpCakqDFt/I3uarKuFPqKT09F/9TWc8YrILpMdsfEGDzxYmWwFSwPEpCgxcO01nHokDHFMUqj4jBYWeLBYY1bPmpjeuRoFHoSQDwqtfJSnUlq22nFvh3Dc8mug7Q+vL59l81VsPd75I1Nv3IRWoYDUxgayqlVQFFhp7J93/sSGhxv48aeVP8WUCl/h+KJHfGCcnqEOuk2qxeewlJTguFSM2HgTz16aJlvHyZQniV58Gs23YL7q6IbDd0N5tYqBrgTLB9dDQ1dzTN5xB+e8ozB+22183dENR+6HwSssEXIdCZYNqot27jYl9ucihJB3RcFHeaBIBPYMBXzPscxOoNtCoMHIIv/Yl7dcCqO7Zoh3HK7/44uqDW1Qs7UjlGolfrj8A477HefvT64zGR/L++PQgnvCxFkrObpPqQ1T65Kr/IhIVODTFVcQlZQOW2M9PtTN3U4o690woiFPFt17OxjzT3rz16yNZPz1mg5CsLRuWAP88PdD7LoZlH2OpaEuP+fl7RpCCPmQUPBR1iWECBUtEQ8BHQOg7yagasdi+eiUzGRTgxbvn+/hcyMcZzZ78YmzYc8SEBEWj20mC3Er8hakIil+bvYzqsc3weG1wsRZmwrGfMVDblSyE2cP3AnhgUdFSwNsH9sYdiYvEnd1JGLM61OLl8Uu/tcHVViZ7KhGcHhp4qxUIsbsXh5wMtfnwUclKwNsGtmIHxNCyIeKgo+yLPwhsL0vkBQKGNoAg/YA9nWK5aOVQUFQ+vsLJbbN8i+xfRNW1XHnZACu/e3Lj62cjRAVmIQn5yJhZu4BY/enmN92HuSPHHHqwCN+TsU6Vmg/qjp0SsHEWTbOnhnR3DVH4JGFrQhNa18FfRo4wspQlufgN3bO5I8qo2ddh3zPIYSQDwkFH2XV8/+APcOEcllLN6GHh5lLsX18cmZjMf06dSAxMnqna2jUGlzY5YNHF4XqkDrtnWDaWom5OzejgVcPVIqtg3pBjaA8bwHPC8L01lofOaJ53yqlIgGTJYfeDojjz9tUfX230ZdXO97nHEII+RBQ8FEW3d0pVLRoMgCXFsAAVkr7olSzWLdcWuWuclEqMnBuuzdSE9PRdpg7jC3keZ5zat0jBDyMAURAy35VkFDFHyNPfYU0kzRIGwFN7vdBQqASCYEh/Bw25r5O+9Izy+Tys2jeg4NtuThb0DYJIYRkoeCjrJXSXpgP/Pe7cFyzN9BzJSCVFettsBLblOvX8+zvkRKfjiPL7yE6KJkf7597G90/q823U7LPSUjH0eX3+fYKK5PtOLoGbuufw+9nf4daq0YTuyZY1GY2VJ3E/FppiUq0G1EdleuXrlkmrEqFae1mVdK3QgghpQoFH2WFWgUc+QLw3CocN/8caPeTUC5bzFJv3hJKbK2t+TC5LDGhyTjy1z0kx6VDbqQDPUNdxIWl4MDCO+g8riZcalggNiyFn5MUK5TJdp3ogb0JW7D26lp+jR6VeuDnpj9Dh82gsQcG/9IEGUo1ZKWssyfLVckKPtrQgDdCCMmBgo+yID0J2DMceH4GEImBrvOBhmNK7HZSMktsDVq2yC6xDfaOw/FVD6BMy4CpjT5f7WDBxYnVD3gHUrbSUbeDMx5dDMkuk+08qQYWPPsDR32P8mtMqD0Bk2pPylG2K5GK+U9pw/p1hCcqoKcj5jNXCCGEvFD6/tUm2VShoQjoWB8Bneshw+8xf+3+f8HY+sMVPLwgtN9WPX+AgG7NELD2LlQqA2DAzhINPDLi4pB0+l/+3DCzqykrk/1n6V0eeNhVNkHvb+rz4EIml/IgxK2JLbQaoaqFBR62FY3R8YuqmH7/Cx54SEQSPuae9fEojH4hxSFr1aNpRQvo6ZR81Q0hhJQmtPJRSim8vRE0ehQyooXhY359+yB0+F94+Ej48j2/wxux9x/DduM0qFO0AGTwv2gPp+EVoVdC98zKa4PGjuNBk8TMDPrNm+H2Cf/sMlmWk9FuhDukL30Zs1WLdsPdYWSuh9vH/VGxrhVq9jXH+Atj8Cz+GfSl+ljUZhGaOzTHhySrxJa2XAghJDda+SiFki9fRsCgwciIjoWusQpiIxE8XUZnBx6utSz544OHEtxzGQGJmQ50nR2RERmDgMFDkHLtWrHfc9r9+/DvP4D39pDa28Fp0yZcOhySHXjU6eDME0dfDjyysNWMxj0qYsziVnDto4Nhp4fywMNKboXNXTZ/cIEHK7G95Z9ZYkvJpoQQkgsFH6VM/IGDCBo/AZqUFOhXMIFN23Q8+OgXRFnVhUijQg2vDajv+R3cn2yGSKNGpHUDPOyxCjYbd0Bevz40SUkIHDsOCYcPF9s9J509i4Bhw6GOjYWsujscNm3HmdNpQn8OVibbvyovg2WTZV/nZsx1DD8+HFFpUahsWhnbu27n02k/NJefxfASWzYYzsWi5IbZEUJIaUXBRymqjohasQJh338PZGTAuFs3GLeW4++k2YhItICuXIJm8ZtgE3EbcRf9YBd+A02TtkBXT4ywAAUOr30O0/nLYdSlM6BSIfTb6YhetYpfN6/Pit28GT7NWyB65co8z2Fit27j50QtW57/OTt2IPizKby6xaBlS1gtW48j24J5fw6pjhhdxnvwxl9vcjX0KiafmYzUjFQ0sm3EVzzsDO1Qmp18FI7Gf/yLGQfuQ5mhyX79vI+w5dK6Kq16EEJIXkTa/L5VSkhiYiJMTEyQkJAAY2NhAFdZp1WpEPbLL0jYt58fW4wdC03Hnji28h7SNCYwNNPFx1PqwsxKB5FTeiPuwlOYt60GqyX7EBuhwJFlmeWrxrroNskD2LMGsRuEKa+mffvC9qeZEEmF9B6tWo2IOXMRtzWzJBeASe9esPv5Z4h0hHJVrUaDyLnzeICSfc4nPWD3228Q6epmnxO1aBFi1q3P/Jw+0B33NY6ufMTLZFkpbVc2TbbCm6fJqjQq9DrUC/6J/ujo0hFzWs4RSmlLsU2X/fDLkce8tQrTrJIFVg2tDyOZFM3mnEVYggKbRjaknA9CSLmRWIDvbwo+Spg6OQUhn3+OlEuXeE8O25k/Iq5aO5xedx8ZGSJYykPR/ee+MDB50ShMq0iFSO9Fx0wWeLAAJCYkGVJdMTqNrQnjeycR8fvvvPGYQauWcFy8mF8/9Ntvs6tRjLt2ReKJE4BGA4PmzeHw5xIepLBVk6RTp16cc/IkoFZDv2kTOC5dygOQsBkzkHhMmCZr9fk0pLftz0tpeZmstRwfT6kNE6u36+q53Ws75tyYA3M9cxz59AiMdN+tHXtx0Gi0+OOYF9Zd8uPHnWrY4NLTaKQo1XCzMcJ3Xath5MabkEnFuPdTR6p0IYSUG4kUfHwYVBGRCJowAeleXhDJ5XBYtBB+qIKLe3wALeCsexud2kZCt+f8N16LlbGeWPMAQV5xYNWorQe5wVn5BCFffc23RPSqV+crG2n37vFH+3lzYdylC5L++w8hX34FbVoaZNWqQSyXI83TE2Dn/PEHjLt3Q8rFiwj5/AtoUlMhq1IFYhNjpN26LZzz+yxE2jXGv5sf82myrEyWrXjIDXNOk9VoNRCzHiSviFfEo9vBbvh/e3cCH9PZ/QH8N0v2fd83hNgSJJYEr1qKolUi6ItGqH1v/5bWi26WVqu0r92LtnYligbVWGrNSghBQkRk3/c99/95npEhglomk2XO9/OZ3rkzd5Lbp+nMmfs855zc0lws9lwMn+Y+qK+Kyyrw8b6rCLiezPfn9muBqW81xY3EXIzbHoLUvBKwZS2VgmyhKes+SwghqiL3FT6/ac1HHSm+cwf3R47kgYfExAT2P/+Ma5l2OLdXFni0Mr2CgUbLoO7k8VI/T11LioHT3eDiZcWnAljvlMg8R9hv3waJsTGKb97kgYfYwAD227bywIPR69kTDr/8ws+h5NYtHniI9fRgv2ULQt200H1vd2zUDoHdr79AamaGkuhoHniIdXVht2kj7mq44c//3eCBB0uTHTy7fbXAg8W2v9z4BV67vbA8aDnKWb+ZJ6yPWM8Dj+ZGzTG02VDUV1kFpRi9JYgHHmoSEdaMbMc7zbJMnTY2BvCf1hXNLXR54MG8Res9CCHkuejKRx1gqbAPZ8zkmSnqTk6wWr8B507mIiZMtlCx8yB7uId1gUgoA2ZFAEaOL/2z2X/OkD/uI+SobFrAuaMFuvfURdLHsyGUl/FpE40mTWq8rvThQzycORNCUTFsf1yDCkcbDPIfxDNPmLcd3saXTWcgbc48VObnw2r1aoSEQ17szLWXLboOq95NtqKyAitDV/JplSo9bHvg2399C201bdzLvoehh4fyfi1b+m5BZ6vOqI8eZBRi7LZg3EsvgJ6mFJvGeMCzqUmN43KKyjBrzxV+JeSPGd1grl9XFVcIIUT5aNqlHmMpsIkL/8MzUlhqrNnK1TixKw5JMTkQS0S8y2sLy1hgW39A1wL45DYrhPHKvyfqYhLO7LjF1yjYNDdE/0lteP+TF1UIrfpTYMf8dOUnbLq2CSaaJvzKBFsU2s6sHdb0XANdkT5Obr2J+9fSeSptt2HOcOttV+1nFZUX4dNznyLwQSDf93b2xtF7R1FSUYLWJq3x397/xaILi3A+4Tx62vXEj71+RH10NT4b47eHIKOglLe03+bXEc0tXrwmhY1jQ6nESgghikLBRz3Ehjlj40akrV7D91lKrO7cz/HHxihkpxRCXVOCdya3ha2LMXB+NfDXEqDlu8CIHa/9Ox/czMDxTZEoK66AkZUOXwTKKon+k8T8RLx36D0eKKx+azX0NfQx6/Qs5JXmwVmjJbzvzkJ2fAnvOPu2Xys07VA9oyOzOBMzTs3AtbRrUBOrYVn3Zejv2B9XU6/yx7NLsvniUnacVCzFocGH4KDvgPrmr5spmL47HMVllWhtrY+tYzvCgq5mEELIM9Gaj3pGKC9H8uIl8sDDePw4qM1cgoOrr/PAQ9dIA0PnussCDyZe1o4edl3e6PfatzLB0P/rAB0DWffY374J5W3q/8nqsNU88Oho2RG97Hvx7Y53dsAZbdDx0jAeeEi1RXx9x9OBR1xuHEYHjOaBh766Pjb33cwDD6adeTvsGLADdnp2PPBgRrmMqpeBx6+X4zDx11AeeLB6HXsneVLgQQghCkLBhxJSaeOnTEX2/v081dVi0X9Q1M8Ph364iqLcUpjY6sJ7ngdMbHRlL2AXouTBx5uvgTC11YP3fA8YW+ugMKcU/t+HI+5GxnOPZ1cnjt0/BhFEmNdxnnz6QDPdGO9ETIZ+iSlyNNKwt+U3iFILq/HaMQFjEJ8XDxtdG/w64Fe4W7hXO4YFGiwA6WbTDa5mrpjoNhH1CZumWn4sCosORfLFoyM87LDF1wO6GtQGiRBCFIWCj1pUlpqKuA/H8FRVkaYmbH/6EYl2byFg/TWUl1bCrpUxhn7SgV/5kMu8BxRmABINwMpNIefBplpkV1aMUFZSwdvX37yQWOM4lg77TfA3/P5Q56Hy0uZsIezh1VdRWlgBM0ddJL19GWnqCZh9ejZ2Re3ixwTGBeKjPz9CVkkWX9PBAowmBjUXtjJsymV9n/W8fDq7OlKfUmln7rmCjWdl/Wj+r29zrPBuCzUJ/W9CCCGKRF/naklJTAweTJyI8sQknupqu24tImL1EH7iNn+epcS+NaoFJE9/sD141BTOpgMgrV4r401Uta8/veMWbl9OxulfbyEvoxid3nWSX91g7esjMyKho6aD6e2n83UqV/+Kx8UDMfx5JzdTvD2+NYZKO+Dry1/jQPQBLA9ejnMJ53Ah4QIECNWyWZSholJASXkFtNWlb3RMdmEpJv4ahuBYtg5FhG+HuWJoh38uC08IIeTV0Ve6WlAQFIz7H/ybBx7qDg5w3LMbd9KNEX4ijj/PPvB7jXGpGXgw8ikXxReoqmpf7zFAlrobGnAfgdujUFFeiaiMKHwX+h1/fELbCTDWMMG5fdHywKPtW7boP6kt1NQlfJHoEs8lmNl+Jn+OZaywwGN48+FY3XO10gKP2PQCvL3qLDp+/RcCo1Kemybbb/Xf8Pj6L/x5Q1Yc7GnxmYXwXn+RBx6sPPrP4zpR4EEIIbWIrnwoWM6Ro7w5HOvXotW+Pb/iITUywp0dIfz5Lu83gXv/F9TtUNBi0+epal/PpmLO7LqN20HJSEhNwWbLJchBFloYtcDIZh/g+MbriI1I56/x8m6Gdn3sqqWPsvsTXCfw5m8bIzbyVFrf1r5KSzENi8vChF9CkVlQyvfZ/S8Ht8HoLg7PTJNlJu0Iw+fvtoav1+Pxv/4wB37bQ5CeXwIrA02eSutiWX+mggghpDGi4EORqbSbt/Bma4xe3768hLlYUxMFOSXyLJOWXtbP/yFFWUDarVq78vGkVt2soWOkgT82XEV+LNA3eSKSegTjy66f49iPN5ESm8uvlPTxa4Vm7s9vjjaoySB+U6bjkcm8mFdJeSVcbQ3gbK6HA+EP8Z9DkXiYVYR5/Vog8FYqZjyRJstu+0IfYsnhG3iYVYhP32mJM3dSMW3nFRSVVcDFUo8HHlYGWkr9dyGEEFVEwYeiUmm//hrZe/byfWNfX5jPnweRWDatEn9TllZqZq8Hbf0XrON4GCrbmjQDdEyf/bsEAelF6TDTfnH57rTCNJhqmT73SgT7OUdKd+O3lkcxIGoSTIqsYXdpOI6H3UZuWhE0dKQYMMUV1s0MUZ9suxCLLx91k+3tYo6f/t0eWmoSOJhoY9XJO9hw9i5C72ci/EEWz1ZhabJrR3WAjjo7RgcrT9zG5nOxCH+QjSuPjunubIp1ozpAT7N+d9IlhJDGgtZ8vKHKggI8nDZdFniIRLD47FNYfLpAHngwVamt9q0f1fF4lrIiIGjjC1NsWe2NeX/PQ6/9vTD/7/korZBNJzyJPbbg3AJ+DDuWvabGr6oow8LzC7Hx2kZk6CRA2ycVRlbaPBWXBR76pprwnuterwIPlgL71dGb+OKILPAY1dkeG8e480WkLMCa2dsZ3/m48cWioXGyoGJkx8dpsuwY1otl9Yh2vDdL2KNjfNxtefEwCjwIIUR56MrHGyhPS0P85CkovnEDIg0NWK/8Fvp9+1Y7prKiUn7lw6F1zX4gXEEGsOcD2XoPiTrQfkyNQ3JKcjDz1EyEp4bz/YDYAKQWpvIFngYaBvJjWPpraIrsCsrx+8f5Max0edUxrErpnDNzEJQUBIlIgkVdFsG7uTeK3ct4M7rysgr0GtPyxVdo6iAFds7eqzgWKVswOr+/Cyb3aFLjqs4wd1u+buOb47cwsK0VJv6r5jHvt7eBub4GVhy7hf5tLDGlR1MqhU4IIUpG5dVfU8m9e4ifMBFlCQmQGBrCdv06aLdvX+O4pLs5OLgyDBraUoxb2Q3ipzNcWF2PHcOAzLuApgEwcjfg2LXaIQ/zHmLKX1NwP/c+9NT08JHrR7zvSkFZAZoaNMW6Puv4cVP/moq7OXd5quwk10nYfG0z8sry4KjvyOtqsCwV9nNismOgLdXG9299z4t9Pau3S33BFpSyxaTsSoW6RIyVPq4Y3M6mrk+LEELIG3x+05WP11AYGor4adNRmZMDNXt72G/aCHXHZ2ewPHg05cJKp8dlFcHRRPvxhztb47FrBFCYDhjYA6N/A8xaVHv9jfQbmBo4lZcjt9SxxLre6+Bs5Iyu1l354yzYYOXMWaorWwtirm3Oj2lh3IIHFuwYFrSMChgFqUiK1KJUvhaEHdPSpGW131Wfgg4mLqMAY7eF8JRafdZN9kMPdGnynKtHhBBCGgxa8/GKcgMC8MBvHA88tNzceA2P5wUeTFykLPj4MysbPb87g+m7r/BpBNz6A9g+SBZ4sEqmH/1VI/A4G38Wfif8eODBUmBZRVAWeDAsuKjaZ23vWeDB7rPH2HOMfN+oBf8ZLPBgV0rYY08HHvUNS5Mduu4iDzxYN9kDU7wo8CCEkEaCpl1eEhumzK3bkLpyJd/X7dMbNitXQqz1/NTMwtxSbJt3nt9fp1+Egkeh3iKz8xiXtx4iCIBzX2DYNkDjUW+XR/bd3oelQUt5yXMvay983+N76KpXP6ZqDceyoGX8/medP4Oees127/ml+bwSaVllGRZ2Xihf/1FfnbyZUi1NdtvYjjCnpm6EEFKvvcrnNwUf/4APT2UlUpYuQ9YuWR8TozFjYLFgPkQSyQtfe/r4Pdw8dB8pkkoEWAGzejVB+YnF8BMd4c/ntxkN3SFrWOlR+WtYsLEmfA22Rm7l++83ex+LPRfz1vTKVhdrQH65dB+fH77BM1HeamGGtf/uAB1q6kYIIfXeq3x+q/S0S1lBMRL+vobK8ornHlOeX4gb0xchc9duvm++YD4sF35WLfBgqas3MtgHZqX8sYsx6fj9mKxBWZa+GPs/coVH/AL4Pgo8vi0bjrei3se1pPwaabJVgcfUdlPxpdeXdRJ4MCwAuJGYi7KKSuV0kw2IwuLfbzxOk/3QgwIPQghphFQ6+Dj9xUEc2pWOw7N2oTS/qMbzeXHJ2DvnMM4KfRDZdgIsvv8BJmPH1jiOXakYeXQk5pyeg6LyIhwMf4ixW4NhWyq7YjB+RFN8HuiN4cVRmGlhjqS+P+C0+YdILyjFiI2XeV8SliY76eQkHIs9xheGft31a0xxm1Kni0B3Bz/AoJ/O44NNl5H1qER5rXaT/VsWrM3t1wLLh7aFlLrJEkJIo6TS7+4pGbJ//YQKGxyY44+CRFkvEyY17A72f3kBOVILvp9m4obTN8xQlF/9Q5gV8ToYc5DfPxV/CoP2j8InBy7AtFQELUEEqaYYi+9MRHh5Nj/mrLYm5mT+iQ2+zryyJivtPXHXSQw++AGvz8HSZNf2WYvBzQajrp25nca3rGiX94aLvEmborFush/+LxhHryXx4l8/jHDjxcDqW+YNIYQQxVHZ4KO8uAR5ElnFUXFFKTIllti/6DTSr8ciNiAYh9bfQZGaEbTKsvCvAaa8TkfyvRwc+DYMOWmPP4RPPzjNF30aaxpDDbpILY2GtuN6vGupwZ+P1buO2KJEWJaXY6m6Iww1DPkUzaTAsVg0xBR925dB03EdMkrjoS02xvZ+P/MFpnWNrfdgJcoZPU0p7qUVYOj6C4iIlwVRisC6yQ5l3WTvP+om69cJQ9pTN1lCCGnsVDb4SAm5A0EshbS8CIPH2kGjLAcFaiY4uOY6jh/KQplUGwblqXhvQRcUu9pi8CfteSfYnNQiHoCwxmuMf4w/36oXeiHr7iRUlhpDrJ6BspQE/niMfgRcSkqxMyUL7/X/L3YM2AE7PTsk5CfA78SHuFq+DGJpHiqKLZF6exLWnyxEyQvWoCgLS3FlBb7UpWIEzOyOVlb6SM8vxchNsmmiF0nILkJ0iqyR3vNce5iNIesu8qCGVSX9bYoXvJo9u58NIYSQxkV1g4+IB3yrL8qBddfWGLagI/TK0lAm1UWlWA0WSESPxX0w+o+78NlwCXP/jMI7s914c7iivDIcWhWO8KBoXEq8xH9OzL2W0BAs8FWnjeiT7wOTPFkVTkudKGxPSoF556mAkQMc9B14AOJq6orc0ly+RqSLVRd81v6/kFQa4veriXwaIqewrE7Hh021MG62BrAz1sa+yZ74V3MzPk3EKo7uuBz3zNf9eSMZvb8/g76r/8b2C7HPPIYFL2ytC2tj39JKH/5Tu6KFZc0UYUIIIY2TygYfaXGy6QNjQ1k6qaGzLXy+6Q8n7US0Nk9Dq4UDMHxnBG4l58nXP/jtDUe3Ca3g0MYE5WWVuLj9AVold0V5gROM1a2we0IXWN2Totl1WclywfEmfkiNhI6OOdBtjvx3symaLf22YHTL0fio7Ue82ujoTi14S3fWBC0oNhPDNlzkrd/rSvij4KODgxHfsvP6n68HhnvY8mwU1r6e9UdhWSpVfr54H5N2hPH6HCxL9/MjN7H0j5vVjtkZFMeDFxbEsDUv+yZ1gaUB1fAghBBVorLBR2a2bEGjmcPjzq1apgYYsGo01D7sjRFbQpCUU4ymZjrYMLoDTHTUEZmQC5//BcF5qBNMXI0hEkToHuuDXgkj8NsET6SdTET4CdkVlc79LTCt8hvwJNneiwGN6t/staRamN9pPmZ1mAU1iSyVtruzGfZP9oSlviaiU/P5tERkQg7qAuulwng4PO7EqyYR4xtvV3z8dnO+z9rXz957lWerLAuIwpLDN3jQ8UEnO56xwrD29TMeVXVlDd8W+kdSN1lCCFFxKllkrLKyEpsmHkeFVBNDeifBeogPIJV1cT0Q9hDzD1xDeaWATk7G2DzGAwbaajzTY+y2YNxLL0AHzUSkSZLhJM5C5/hB/HVaemp8OkYsFqHnhy5wSf8WCN0KWLoCE88C4peP85JyiuC3LYRfddFWl2DtqA7o2cIcysIyUNp9eZLfD/tPH5joyhbPPum3sIdY8GicTHXV+XoQhgUdU9+SdYo9dCUBc3+LQFlF9WPm9GmOmb0po4UQQhoTKjL2DzIj7/PAQ1RZBvNrM4Cd3hCKsvFTYDQ+2R/BP1DfdbPGr+M78cCDsTfR5v1FhllnYK8wH92NtuOK7Ulke0VBLBHxwENNU4JB013hUrFPFngw/Ve8UuDBWBlo8TUWXZuZoLC0Ah/9HIo9wbIrKspw5YFsSsrJVOeZgUdV+/rtfp34dAwLKp6VJsva1/88rhPPlmHHSMUifOfjhll9nCnwIIQQFaaS5SOTQu8CkECvJAlSSQUQ+zdSVvfErhy2LsMEk3s0xbx+LfhVjCcZaavhW909KMqqxF86snUKA60ewHzWv3HrcjLcelrD5NpXQMhm2Qu8ZgKOXV/rHPU11bBtbCd8evA6DoQ/xIKD13kWCZvyqO0P7tC4TL51f7Te43m6OZvityme2Ho+Ft4dbNH5GY3fvJqa4uAUL2w5F8uDEc+m1ByOEEJUnUoGH2l3WadZcxhVxEJQ10F2hQYsS+7BX2MxQr02YlA/l2e/MOoIxA8u4E8DQxSJxXAsLYPbhQ0QlZTBevjngP8k4HYAm80C+i0FPKe90XmyNNfvfFxhY6SFHwOj8dOpGCRkFWGFtyt/rrbXe/xT8MG4WOrj22FuLzzG2UIP3wxzVdj5EUIIadhUc9olvZxvTSWxuCi4YlDBEsQItrAUZWFQ2HggJrDmi8pLgJOL+N1Dlk34drB1d4hYoBH6P+CHNrLAQ6IB+Gx/48CjCrvKwa52fOvtColYhINXEvjak9zi2knFZX1cIuJli1w9XiL4IIQQQl6VSgYf2eWy1vQWOvdwpLA1SnRtUDwmAHDsDpTmAbuGA1d2Vn9R0AYIWffxo7kNwkvTIRaJ8V7PpcCIXwGpJlCSA2gZAb6HgdbvK/ych3e049khOuoSXLybAZ/1l5CYXbMfzZuKSsrlabD6mlI0NZONEyGEEKJIKhd8sGZxJWr6gFAJS8MYnKlw4x/qbZo5AKMPAG19gMpy4PepwJkVrM44kJ+KsrMr8ZmZCTbryLrZzmg/A+ba5kDLdwG/AKDzZGD8X4B9l1o79x7NzfhCVHM9DdxOycOQdRdwM1FWaVXRUy6svsfTa14IIYQQRVC5NR+JQdF8q12ShjipKUzNnOBq+6jWh1QDGLIJMLADzq8CziwHsh8gV6jAHGMtBGtpQiKSYInnEgxxHvL4h9q4y25K0NraAP7TusJvWzDupORj+MZLWDeqA68+qsjKpjTlQgghpLao3JWP1NvJfGtYHofjaI3WzndRWPZEJVGWFttnCTDoB0AkRvL1PfBNP8MDD22JBtb2Xls98KgDNoZa2D/ZC55NTJBfUo5x20OwLzS+ViqbEkIIIYqmcsFHRnIx35qKY7HHOh0BKd9j7PGxSCuUtY+X8xiHW++twigbK8Soq8NMpIafB+xAV5vXS51VNAMtNWwf1xHvt7PmdUnm/XYNP5y8w7vRvi62hoRVdWULW9vZPa78SgghhCiSygUf2UWyolkZ+oko0Erl96MyozAqYBTuZrP6HzIXEi7A9+YGpErEaKZmgJ0DdsLF+DkpuHVEQyrBDyPaYVrPpnx/TWA05v52jWesvMmUC+tgq62ucjNyhBBClESlgo+SzFwUqMl6lfzsxGp9AN7O3nDUd0RSQRLGBIxBSHII/KP9MS1wGgrLC9HJshN+HhYAK9OWqI9YKu7cfi5YNqQtv2LByp6zaZi810jFDX+F+h6EEELI61Kpr7dJQbf5Og710mzEmObxbJV5HeehtKIUM07NwNW0q5j450SUC7I6IIOaDMKXXl/KG7/VZ//ubA8rA01M2xWOc9Hp8NlwiXfJZaXaFV3ZlBBCCKmXVz7Wrl0LR0dHaGpqonPnzggODkZdS4mI5VuhIoFvZ3eYDW01bRhqGmJz38142+FteeAxoe0ELOu2rEEEHlV6uphj3yRPmOlp8KZ0Q9ddxK3kf07FZetEvjtxm3ftZTwcKfgghBDSwIKPvXv34uOPP8aSJUsQHh4ONzc39OvXD6mpsjUWdSUlNp1v89QforlhKwxsMlD+nKZUE9/1+A6LPRdjTc81mNlhZoNsftbGxgD+U73QzFyXLx5lxcguxMj+vZ+ltLwSH++LwH9Px/D9T95u/kpXSwghhJB6EXysWrUKEyZMgJ+fH1q1aoUNGzZAW1sbW7c+6vRaR7KKtfk2Sf8hFnl+yquUPont+zT3QS/7XmjIbI20cWCyFzo7GSOvpBy+W4NxIOxhjeNyisr4c/5XEvh6EVbCfUZv5zo5Z0IIIapD4Ws+SktLERYWhk8//VT+mFgsRp8+fXDp0qUax5eUlPBbldxcxVbslJ9XQQEKNKz4fZGtOtqZt0NjZqCthl/Gd8L/7b+GIxGJ+GR/BM7HpMNQ+/E00vnodESn5vOS7etGu/MKqoQQQkiDCz7S09NRUVEBCwuLao+z/Vu3btU4fvny5fjiiy9Q2w7sWAdB7A5JeREmfvAZVAFLxV0zoh0vSrbh7F1+heNprFQ7W5jKKqcSQgghKpHtwq6QsPUhT175sLOzU/jv6eL2L5y5cphnuzhbPl7r0dix/iwL3nHh5dKvxMtSaatoqUkwzN0OlgaadXZ+hBBCVI/Cgw9TU1NIJBKkpKRUe5ztW1pa1jheQ0OD32qbU5fO/Kaq+rSy4DdCCCGk0S04VVdXh7u7OwIDA+WPVVZW8n1PT09F/zpCCCGENDC1Mu3CplF8fX3h4eGBTp06YfXq1SgoKODZL4QQQghRbbUSfIwYMQJpaWlYvHgxkpOT0a5dOxw/frzGIlRCCCGEqB6R8CZtUGsBW3BqYGCAnJwc6Ovr1/XpEEIIIUTBn98q1ViOEEIIIXWPgg9CCCGEKBUFH4QQQghRKgo+CCGEEKJUFHwQQgghRKko+CCEEEKIUlHwQQghhBClouCDEEIIIUpFwQchhBBCGn559TdRVXCVVUojhBBCSMNQ9bn9MoXT613wkZeXx7d2dnZ1fSqEEEIIeY3PcVZmvUH1dqmsrERiYiL09PQgEokUHpWxoCY+Pp76xtQiGmfloHFWDhpn5aGxbtjjzMIJFnhYW1tDLBY3rCsf7IRtbW1r9XewwaY/7NpH46wcNM7KQeOsPDTWDXec/+mKRxVacEoIIYQQpaLggxBCCCFKpVLBh4aGBpYsWcK3pPbQOCsHjbNy0DgrD4216oxzvVtwSgghhJDGTaWufBBCCCGk7lHwQQghhBClouCDEEIIIUpFwQchhBBClEplgo+1a9fC0dERmpqa6Ny5M4KDg+v6lBq05cuXo2PHjrwSrbm5Od5//33cvn272jHFxcWYNm0aTExMoKurC29vb6SkpNTZOTcGK1as4JV/Z8+eLX+MxllxEhISMHr0aD6WWlpaaNu2LUJDQ+XPs/X5ixcvhpWVFX++T58+iI6OrtNzbmgqKiqwaNEiODk58TFs2rQpvvrqq2r9QGicX93ff/+Nd999l1cXZe8Rhw4dqvb8y4xpZmYmRo0axQuPGRoaYvz48cjPz0etEFTAnj17BHV1dWHr1q3CjRs3hAkTJgiGhoZCSkpKXZ9ag9WvXz9h27ZtQmRkpHD16lVhwIABgr29vZCfny8/ZvLkyYKdnZ0QGBgohIaGCl26dBG8vLzq9LwbsuDgYMHR0VFwdXUVZs2aJX+cxlkxMjMzBQcHB2Hs2LFCUFCQcO/ePeHEiRNCTEyM/JgVK1YIBgYGwqFDh4SIiAjhvffeE5ycnISioqI6PfeGZOnSpYKJiYlw9OhRITY2Vti/f7+gq6srrFmzRn4MjfOrCwgIEBYuXCgcPHiQRXGCv79/tedfZkz79+8vuLm5CZcvXxbOnTsnNGvWTPjggw+E2qASwUenTp2EadOmyfcrKioEa2trYfny5XV6Xo1Jamoq/4M/e/Ys38/OzhbU1NT4G0uVqKgofsylS5fq8Ewbpry8PMHZ2Vk4efKk0KNHD3nwQeOsOPPnzxe6dev23OcrKysFS0tLYeXKlfLH2PhraGgIu3fvVtJZNnwDBw4Uxo0bV+2xoUOHCqNGjeL3aZzf3NPBx8uM6c2bN/nrQkJC5MccO3ZMEIlEQkJCgqBojX7apbS0FGFhYfwS05P9Y9j+pUuX6vTcGpOcnBy+NTY25ls25mVlZdXG3cXFBfb29jTur4FNqwwcOLDaeDI0zopz+PBheHh4wMfHh08ltm/fHps3b5Y/Hxsbi+Tk5GpjzfpYsGlcGuuX5+XlhcDAQNy5c4fvR0RE4Pz583jnnXf4Po2z4r3MmLItm2ph/w9UYcezz8ugoCCFn1O9ayynaOnp6XyO0cLCotrjbP/WrVt1dl6NCetEzNYgdO3aFW3atOGPsT90dXV1/sf89Liz58jL27NnD8LDwxESElLjORpnxbl37x7Wr1+Pjz/+GJ999hkf75kzZ/Lx9fX1lY/ns95LaKxf3oIFC3hXVRYkSyQS/v68dOlSvtaAoXFWvJcZU7ZlQfeTpFIp/0JZG+Pe6IMPopxv5ZGRkfzbC1Es1vJ61qxZOHnyJF8sTWo3iGbf+pYtW8b32ZUP9ne9YcMGHnwQxdi3bx927tyJXbt2oXXr1rh69Sr/8sIWStI4q45GP+1iamrKo+unV/+zfUtLyzo7r8Zi+vTpOHr0KE6fPg1bW1v542xs2ZRXdnZ2teNp3F8Nm1ZJTU1Fhw4d+LcQdjt79ix+/PFHfp99c6FxVgyWBdCqVatqj7Vs2RIPHjzg96vGk95L3szcuXP51Y+RI0fybKIxY8Zgzpw5PIOOoXFWvJcZU7Zl7zVPKi8v5xkwtTHujT74YJdM3d3d+Rzjk99w2L6np2ednltDxtY0scDD398fp06d4mlzT2JjrqamVm3cWSoueyOncX95vXv3xvXr1/m3w6ob+3bOLlFX3adxVgw2bfh0ujhbl+Dg4MDvs79x9ib85Fiz6QM2H05j/fIKCwv5OoInsS+I7H2ZoXFWvJcZU7ZlX2LYF54q7L2d/Xdha0MUTlCRVFu2qnf79u18Re/EiRN5qm1ycnJdn1qDNWXKFJ62debMGSEpKUl+KywsrJYCytJvT506xVNAPT09+Y28mSezXRgaZ8WlMkulUp4KGh0dLezcuVPQ1tYWduzYUS1dkb13/P7778K1a9eEwYMHUwroK/L19RVsbGzkqbYsNdTU1FSYN2+e/Bga59fLiLty5Qq/sY/2VatW8ftxcXEvPaYs1bZ9+/Y81fz8+fM8w45Sbd/QTz/9xN+gWb0PlnrL8pjJ62N/3M+6sdofVdgf9dSpUwUjIyP+Jj5kyBAeoBDFBh80zopz5MgRoU2bNvzLiouLi7Bp06Zqz7OUxUWLFgkWFhb8mN69ewu3b9+us/NtiHJzc/nfL3s/1tTUFJo0acLrU5SUlMiPoXF+dadPn37mezIL9l52TDMyMniwwequ6OvrC35+fjyoqQ0i9g/FX08hhBBCCFHRNR+EEEIIqV8o+CCEEEKIUlHwQQghhBClouCDEEIIIUpFwQchhBBClIqCD0IIIYQoFQUfhBBCCFEqCj4IIYQQolQUfBBCCCFEqSj4IIQQQohSUfBBCCGEEKWi4IMQQgghUKb/B8X3JlVF1XbdAAAAAElFTkSuQmCC"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Implement clumsiness\n",
+    "With this neatly written code of yours, changing the number of times the random walk should be simulated is super-easy. You simply update the `range()` function in the top-level `for` loop.\n",
+    "\n",
+    "There's still something we forgot! You're a bit clumsy and you have a 0.5% chance of falling down. That calls for another random number generation. Basically, you can generate a random float between `0` and `1`. If this value is less than or equal to 0.005, you should reset step to 0.\n",
+    "### Instructions\n",
+    "- Change the `range()` function so that the simulation is performed 20 times.\n",
+    "- Finish the `if` condition so that `step` is set to 0 if a random float is less or equal to 0.005. Use `np.random.rand()`."
+   ],
+   "id": "9a71b856084e22bc"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:22:33.333598Z",
+     "start_time": "2025-08-10T14:22:33.280069Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# numpy and matplotlib imported, seed set\n",
+    "np.random.seed(123)\n",
+    "# clear the plot so it doesn't get cluttered if you run this many times\n",
+    "plt.clf()\n",
+    "\n",
+    "# Simulate random walk 20 times\n",
+    "all_walks = []\n",
+    "for i in range(20) :\n",
+    "    random_walk = [0]\n",
+    "    for x in range(100) :\n",
+    "        step = random_walk[-1]\n",
+    "        dice = np.random.randint(1,7)\n",
+    "        if dice <= 2:\n",
+    "            step = max(0, step - 1)\n",
+    "        elif dice <= 5:\n",
+    "            step = step + 1\n",
+    "        else:\n",
+    "            step = step + np.random.randint(1,7)\n",
+    "\n",
+    "        # Implement clumsiness\n",
+    "        if np.random.rand() <= 0.005:\n",
+    "            step = 0\n",
+    "\n",
+    "        random_walk.append(step)\n",
+    "    all_walks.append(random_walk)\n",
+    "\n",
+    "# Create and plot np_aw_t\n",
+    "np_aw_t = np.transpose(np.array(all_walks))\n",
+    "plt.plot(np_aw_t)\n",
+    "plt.show()"
+   ],
+   "id": "536f43fa028681b9",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 10
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Plot the distribution\n",
+    "All these fancy visualizations have put us on a sidetrack. We still have to solve the million-dollar problem: _What are the odds that you'll reach 60 steps high on the Empire State Building?_\n",
+    "\n",
+    "Basically, you want to know about the end points of all the random walks you've simulated. These end points have a certain distribution that you can visualize with a histogram.\n",
+    "\n",
+    "Note that if your code is taking too long to run, you might be plotting a histogram of the wrong data!\n",
+    "### Instructions\n",
+    "- To make sure we've got enough simulations, go crazy. Simulate the random walk 500 times.\n",
+    "- From `np_aw_t`, select the last row. This contains the endpoint of all 500 random walks you've simulated. Store this NumPy array as `ends`.\n",
+    "- Use `plt.hist()` to build a histogram of `ends`. Don't forget `plt.show()` to display the plot."
+   ],
+   "id": "b50593af000c4384"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:25:35.630560Z",
+     "start_time": "2025-08-10T14:25:35.487535Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# numpy and matplotlib imported, seed set\n",
+    "np.random.seed(123)\n",
+    "# Simulate random walk 500 times\n",
+    "all_walks = []\n",
+    "for i in range(500) :\n",
+    "    random_walk = [0]\n",
+    "    for x in range(100) :\n",
+    "        step = random_walk[-1]\n",
+    "        dice = np.random.randint(1,7)\n",
+    "        if dice <= 2:\n",
+    "            step = max(0, step - 1)\n",
+    "        elif dice <= 5:\n",
+    "            step = step + 1\n",
+    "        else:\n",
+    "            step = step + np.random.randint(1,7)\n",
+    "        if np.random.rand() <= 0.001 :\n",
+    "            step = 0\n",
+    "        random_walk.append(step)\n",
+    "    all_walks.append(random_walk)\n",
+    "\n",
+    "# Create and plot np_aw_t\n",
+    "np_aw_t = np.transpose(np.array(all_walks))\n",
+    "\n",
+    "# Select last row from np_aw_t: ends\n",
+    "ends = np_aw_t[-1, :]\n",
+    "\n",
+    "# Plot histogram of ends, display plot\n",
+    "plt.hist(ends, bins=30)\n",
+    "plt.show()"
+   ],
+   "id": "b569f01f8698cca3",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": "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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Calculate the odds\n",
+    "The histogram of the previous exercise was created from a NumPy array `ends`, that contains 500 integers. Each integer represents the end point of a random walk. To calculate the chance that this end point is greater than or equal to 60, you can count the number of integers in `ends` that are greater than or equal to 60 and divide that number by 500, the total number of simulations.\n",
+    "\n",
+    "Well then, what's the estimated chance that you'll reach at least 60 steps high if you play this Empire State Building game? The `ends` array is everything you need; it's available in your Python session so you can calculate it.\n",
+    "### Instructions\n",
+    "- 48.8%\n",
+    "\n",
+    "- 76.6%\n",
+    "\n",
+    "- 78.4%\n",
+    "\n",
+    "- 95.9%"
+   ],
+   "id": "e910a7a9249220c"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:28:28.602519Z",
+     "start_time": "2025-08-10T14:28:28.594172Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "# Assuming ends is already defined and contains 500 integers\n",
+    "# Example: ends = np.array([...])\n",
+    "\n",
+    "# Calculate the proportion of values >= 60\n",
+    "chance = np.sum(ends >= 60) / len(ends)\n",
+    "\n",
+    "# Print the result\n",
+    "print(f\"The estimated chance of reaching at least 60 steps high is {chance:.4f}\")\n"
+   ],
+   "id": "7b55fa1b4765e108",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The estimated chance of reaching at least 60 steps high is 0.7840\n"
+     ]
+    }
+   ],
+   "execution_count": 12
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Mean and median\n",
+    "In this chapter, you'll be working with the food_consumption dataset from 2018 Food Carbon Footprint Index by nu3. The food_consumption dataset contains the number of kilograms of food consumed per person per year in each country and food category (consumption), and its carbon footprint (co2_emissions) measured in kilograms of carbon dioxide, or CO2.\n",
+    "\n",
+    "In this exercise, you'll compute measures of center to compare food consumption in the US and Belgium using your pandas and numpy skills.\n",
+    "\n",
+    "pandas is imported as pd for you and food_consumption is pre-loaded.\n",
+    "### Instructions\n",
+    "- Import numpy with the alias np.\n",
+    "- Subset food_consumption to get the rows where the country is 'USA'.\n",
+    "- Calculate the mean of food consumption in the usa_consumption DataFrame, which is already created for you.\n",
+    "- Calculate the median of food consumption in the usa_consumption DataFrame."
+   ],
+   "id": "f47d273bf79650f5"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T04:10:51.401034Z",
+     "start_time": "2025-08-17T04:10:49.515984Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import numpy with alias np\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# Load the food_consumption DataFrame\n",
+    "food_consumption = pd.read_csv('../data/food_consumption.csv')\n",
+    "\n",
+    "# Subset country for USA: usa_consumption\n",
+    "usa_consumption = food_consumption[food_consumption['country'] == 'USA']\n",
+    "\n",
+    "# Calculate mean consumption in USA\n",
+    "print(np.mean(usa_consumption['consumption']))\n",
+    "\n",
+    "# Calculate median consumption in USA\n",
+    "print(np.median(usa_consumption['consumption']))"
+   ],
+   "id": "851cc2c310a6d614",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "44.650000000000006\n",
+      "14.58\n"
+     ]
+    }
+   ],
+   "execution_count": 1
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Mean vs. median\n",
+    "In the video, you learned that the mean is the sum of all the data points divided by the total number of data points, and the median is the middle value of the dataset where 50% of the data is less than the median, and 50% of the data is greater than the median. In this exercise, you'll compare these two measures of center.\n",
+    "\n",
+    "pandas is loaded as pd, numpy is loaded as np, and food_consumption is available.\n",
+    "### Instructions\n",
+    "- Import matplotlib.pyplot with the alias plt.\n",
+    "- Subset food_consumption to get the rows where food_category is 'rice'.\n",
+    "- Create a histogram of co2_emission in rice_consumption DataFrame and show the plot."
+   ],
+   "id": "8775ef48dc1beee4"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T10:18:38.685683Z",
+     "start_time": "2025-08-15T10:18:38.514836Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Filter the data for rice consumption\n",
+    "\n",
+    "rice_consumption = food_consumption[food_consumption['food_category'] == 'rice']\n",
+    "\n",
+    "# Histogram of co2_emission for rice and show plot\n",
+    "rice_consumption['co2_emission'].hist(bins=30)\n",
+    "plt.show()\n"
+   ],
+   "id": "eb94af6ba40e52a4",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": "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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 10
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Use .agg() to calculate the mean and median of co2_emission for rice.",
+   "id": "2341baf06308eb60"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T10:21:15.467155Z",
+     "start_time": "2025-08-15T10:21:15.454451Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Calculate mean and median of co2_emission with .agg()\n",
+    "print(rice_consumption['co2_emission'].agg(['mean', 'median']))"
+   ],
+   "id": "9c9a616aa15d1a87",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mean      37.591615\n",
+      "median    15.200000\n",
+      "Name: co2_emission, dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Variance and standard deviation\n",
+    "Variance and standard deviation are two of the most common ways to measure the spread of a variable, and you'll practice calculating these in this exercise. Spread is important since it can help inform expectations. For example, if a salesperson sells a mean of 20 products a day, but has a standard deviation of 10 products, there will probably be days where they sell 40 products, but also days where they only sell one or two. Information like this is important, especially when making predictions.\n",
+    "\n",
+    "pandas has been imported as pd, numpy as np, and matplotlib.pyplot as plt; the food_consumption DataFrame is also available.\n",
+    "### Instructions\n",
+    "- Calculate the variance and standard deviation of co2_emission for each food_category with the .groupby() and .agg() methods; compare the values of variance and standard deviation.\n",
+    "- Create a histogram of co2_emission for the beef in food_category and show the plot.\n",
+    "- Create a histogram of co2_emission for the eggs in food_category and show the plot."
+   ],
+   "id": "939a01a12039cadd"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T14:10:00.863712Z",
+     "start_time": "2025-08-15T14:10:00.856320Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print variance and sd of co2_emission for each food_category\n",
+    "print(food_consumption.groupby('food_category')['co2_emission'].agg(['var', 'std']))"
+   ],
+   "id": "80c21afec223adf1",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                        var         std\n",
+      "food_category                          \n",
+      "beef           88748.408132  297.906710\n",
+      "dairy          17671.891985  132.935669\n",
+      "eggs              21.371819    4.622966\n",
+      "fish             921.637349   30.358481\n",
+      "lamb_goat      16475.518363  128.356996\n",
+      "nuts              35.639652    5.969895\n",
+      "pork            3094.963537   55.632396\n",
+      "poultry          245.026801   15.653332\n",
+      "rice            2281.376243   47.763754\n",
+      "soybeans           0.879882    0.938020\n",
+      "wheat             71.023937    8.427570\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T14:10:14.785401Z",
+     "start_time": "2025-08-15T14:10:14.734814Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create histogram of co2_emission for food_category 'beef'\n",
+    "food_consumption[food_consumption['food_category'] == 'beef']['co2_emission'].hist(bins=30)\n",
+    "plt.show()"
+   ],
+   "id": "b09358cf1abfa65c",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T14:10:20.048502Z",
+     "start_time": "2025-08-15T14:10:19.999829Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create histogram of co2_emission for food_category 'eggs'\n",
+    "plt.figure()\n",
+    "food_consumption[food_consumption['food_category'] == 'eggs']['co2_emission'].hist(bins=30)\n",
+    "plt.show()"
+   ],
+   "id": "2e1234f1d3ec1af2",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": "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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Quartiles, quantiles, and quintiles\n",
+    "Quantiles are a great way of summarizing numerical data since they can be used to measure center and spread, as well as to get a sense of where a data point stands in relation to the rest of the data set. For example, you might want to give a discount to the 10% most active users on a website.\n",
+    "\n",
+    "In this exercise, you'll calculate quartiles, quintiles, and deciles, which split up a dataset into 4, 5, and 10 pieces, respectively.\n",
+    "\n",
+    "Both pandas as pd and numpy as np are loaded and food_consumption is available.\n",
+    "### Instructions\n",
+    "- Calculate the quartiles of the co2_emission column of food_consumption."
+   ],
+   "id": "56e0b56f7310b0ba"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T14:14:24.297969Z",
+     "start_time": "2025-08-15T14:14:24.289877Z"
+    }
+   },
+   "cell_type": "code",
+   "source": "print(np.quantile(food_consumption['co2_emission'], [0, 0.25, 0.5, 0.75, 1]))",
+   "id": "a55e93b5168f35fb",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[   0.        5.21     16.53     62.5975 1712.    ]\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Calculate the six quantiles that split up the data into 5 pieces (quintiles) of the co2_emission column of food_consumption.",
+   "id": "b6f8af4329f495a8"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": [
+    "# Calculate the quintiles of co2_emission\n",
+    "print(np.quantile(food_consumption['co2_emission'], [0, 0.2, 0.4, 0.6, 0.8, 1]))"
+   ],
+   "id": "8e73d98ab8b645e1"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Calculate the eleven quantiles of co2_emission that split up the data into ten pieces",
+   "id": "dfdcec94e37e0c17"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T14:16:05.128384Z",
+     "start_time": "2025-08-15T14:16:05.120506Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Calculate the deciles of co2_emission\n",
+    "print(np.quantile(food_consumption['co2_emission'], [0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1]))"
+   ],
+   "id": "ac0e52ad6616d8a7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.00000e+00 6.68000e-01 3.54000e+00 7.04000e+00 1.10260e+01 1.65300e+01\n",
+      " 2.55900e+01 4.42710e+01 9.99780e+01 2.03629e+02 1.71200e+03]\n"
+     ]
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Finding outliers using IQR\n",
+    "Outliers can have big effects on statistics like mean, as well as statistics that rely on the mean, such as variance and standard deviation. Interquartile range, or IQR, is another way of measuring spread that's less influenced by outliers. IQR is also often used to find outliers. If a value is less than Q1 - 1.5 * IQR or greater than Q3 + 1.5 * IQR, it's considered an outlier. In fact, this is how the lengths of the whiskers in a matplotlib box plot are calculated.\n",
+    "![BlokPlot](../data/boxplot.png)\n",
+    "In this exercise, you'll calculate IQR and use it to find some outliers. pandas as pd and numpy as np are loaded and food_consumption is available.\n",
+    "### Instructions\n",
+    "- Calculate the total co2_emission per country by grouping by country and taking the sum of co2_emission. Store the resulting DataFrame as emissions_by_country."
+   ],
+   "id": "cf783c013620d157"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T14:41:04.310958Z",
+     "start_time": "2025-08-15T14:41:04.299892Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Calculate total co2_emission per country: emissions_by_country\n",
+    "emissions_by_country = food_consumption.groupby('country')['co2_emission'].sum()\n",
+    "\n",
+    "print(emissions_by_country)"
+   ],
+   "id": "be783bfc5929cfde",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "country\n",
+      "Albania      1777.85\n",
+      "Algeria       707.88\n",
+      "Angola        412.99\n",
+      "Argentina    2172.40\n",
+      "Armenia      1109.93\n",
+      "              ...   \n",
+      "Uruguay      1634.91\n",
+      "Venezuela    1104.10\n",
+      "Vietnam       641.51\n",
+      "Zambia        225.30\n",
+      "Zimbabwe      350.33\n",
+      "Name: co2_emission, Length: 130, dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "- Compute the first and third quartiles of emissions_by_country and store these as q1 and q3.\n",
+    "- Calculate the interquartile range of emissions_by_country and store it as iqr."
+   ],
+   "id": "5a88ac92433bc3db"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T14:42:16.113504Z",
+     "start_time": "2025-08-15T14:42:16.105730Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Compute the first and third quartiles and IQR of emissions_by_country\n",
+    "q1 = np.quantile(emissions_by_country, 0.25)\n",
+    "q3 = np.quantile(emissions_by_country, 0.75)\n",
+    "iqr = q3 - q1"
+   ],
+   "id": "cbb23667b3334658",
+   "outputs": [],
+   "execution_count": 12
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Calculate the lower and upper cutoffs for outliers of emissions_by_country, and store these as lower and upper.",
+   "id": "97470f92435bd4d2"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T15:00:14.254777Z",
+     "start_time": "2025-08-15T15:00:14.247217Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Calculate the lower and upper cutoffs for outliers\n",
+    "lower = q1 - 1.5 * iqr\n",
+    "upper = q3 + 1.5 * iqr"
+   ],
+   "id": "a8309a68b93881fd",
+   "outputs": [],
+   "execution_count": 13
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Subset emissions_by_country to get countries with a total emission greater than the upper cutoff or a total emission less than the lower cutoff.",
+   "id": "ffbff0c17d4daf80"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T15:00:45.907348Z",
+     "start_time": "2025-08-15T15:00:45.895531Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset emissions_by_country to find outliers\n",
+    "outliers = emissions_by_country[(emissions_by_country < lower) | (emissions_by_country > upper)]\n",
+    "print(outliers)"
+   ],
+   "id": "9db371be663f83b2",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "country\n",
+      "Argentina    2172.4\n",
+      "Name: co2_emission, dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 14
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "# Random Numbers and Probability\n",
+    "## Sampling deals\n",
+    "In the previous exercise, you counted the deals Amir worked on. Now it's time to randomly pick five deals so that you can reach out to each customer and ask if they were satisfied with the service they received. You'll try doing this both with and without replacement.\n",
+    "\n",
+    "Additionally, you want to make sure this is done randomly and that it can be reproduced in case you get asked how you chose the deals, so you'll need to set the random seed before sampling from the deals.\n",
+    "\n",
+    "Both pandas as pd and numpy as np are loaded and amir_deals is available.\n",
+    "### Instructions\n",
+    "- Set the random seed to 24.\n",
+    "- Take a sample of 5 deals without replacement and store them as sample_without_replacement."
+   ],
+   "id": "93f2fd7c84101e6a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T04:11:05.923669Z",
+     "start_time": "2025-08-17T04:11:05.910945Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load DataFrame amir_deals\n",
+    "amir_deals = pd.read_csv('../data/amir_deals.csv')\n",
+    "# Set random seed\n",
+    "np.random.seed(24)\n",
+    "\n",
+    "# Sample 5 deals without replacement\n",
+    "sample_without_replacement = amir_deals.sample(n=5, replace=False)\n",
+    "print(sample_without_replacement)"
+   ],
+   "id": "43393254a19d8f67",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "     Unnamed: 0   product   client status   amount  num_users\n",
+      "127         128  ProductB  Current    Won  2070.25          7\n",
+      "148         149  ProductD  Current    Won  3485.48         52\n",
+      "77           78  ProductB  Current    Won  6252.30         27\n",
+      "104         105  ProductD  Current    Won  4110.98         39\n",
+      "166         167  ProductC      New   Lost  3779.86         11\n"
+     ]
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Take a sample of 5 deals with replacement and save as sample_with_replacement.",
+   "id": "2691bf236f3b19d0"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T15:32:34.073776Z",
+     "start_time": "2025-08-15T15:32:34.062879Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Sample 5 deals with replacement\n",
+    "sample_with_replacement = amir_deals.sample(n=5, replace=True)\n",
+    "print(sample_with_replacement)"
+   ],
+   "id": "7d28e046d3f74c15",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "    Unnamed:0  product client   status  num_users\n",
+      "134  ProductD  Current    Won  5992.86         98\n",
+      "102  ProductH  Current    Won  5116.34         63\n",
+      "111  ProductB  Current    Won   696.88         44\n",
+      "50   ProductB  Current    Won  3488.36         79\n",
+      "57   ProductD  Current    Won  6820.84         42\n"
+     ]
+    }
+   ],
+   "execution_count": 16
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Discrete distributions\n",
+    "## Creating a probability distribution\n",
+    "A new restaurant opened a few months ago, and the restaurant's management wants to optimize its seating space based on the size of the groups that come most often. On one night, there are 10 groups of people waiting to be seated at the restaurant, but instead of being called in the order they arrived, they will be called randomly. In this exercise, you'll investigate the probability of groups of different sizes getting picked first. Data on each of the ten groups is contained in the restaurant_groups DataFrame.\n",
+    "\n",
+    "Remember that expected value can be calculated by multiplying each possible outcome with its corresponding probability and taking the sum. The restaurant_groups data is available. pandas is loaded as pd, numpy is loaded as np, and matplotlib.pyplot is loaded as plt.\n",
+    "### Instructions\n",
+    "- Create a histogram of the group_size column of restaurant_groups, setting bins to [2, 3, 4, 5, 6]. Remember to show the plot."
+   ],
+   "id": "a15f5d9baf3247e0"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T15:45:36.111492Z",
+     "start_time": "2025-08-15T15:45:36.036588Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the restaurant_groups DataFrame\n",
+    "restaurant_groups = pd.read_csv('../data/restaurant_groups.csv')\n",
+    "# Create a histogram of restaurant_groups and show plot\n",
+    "restaurant_groups['group_size'].hist(bins=[2, 3, 4, 5, 6])\n",
+    "plt.show()"
+   ],
+   "id": "edac0d01556dd2b5",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": "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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 19
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "- Count the number of each group_size in restaurant_groups, then divide by the number of rows in restaurant_groups to calculate the probability of randomly selecting a group of each size. Save as size_dist.\n",
+    "Reset the index of size_dist.\n",
+    "Rename the columns of size_dist to group_size and prob."
+   ],
+   "id": "aa827d31364b0862"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T15:47:05.909470Z",
+     "start_time": "2025-08-15T15:47:05.891824Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create probability distribution\n",
+    "size_dist = restaurant_groups['group_size'].value_counts() / len(restaurant_groups)\n",
+    "\n",
+    "# Reset index and rename columns\n",
+    "size_dist = size_dist.reset_index()\n",
+    "size_dist.columns = ['group_size', 'prob']\n",
+    "\n",
+    "print(size_dist)"
+   ],
+   "id": "d25d759a169aa6b1",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   group_size  prob\n",
+      "0           2   0.6\n",
+      "1           4   0.2\n",
+      "2           6   0.1\n",
+      "3           3   0.1\n"
+     ]
+    }
+   ],
+   "execution_count": 20
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Calculate the expected value of the size_dist, which represents the expected group size, by multiplying the group_size by the prob and taking the sum.",
+   "id": "3a09df7e220ea499"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T15:47:45.076137Z",
+     "start_time": "2025-08-15T15:47:45.060882Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Calculate expected value\n",
+    "expected_value = np.sum(size_dist['group_size'] * size_dist['prob'])\n",
+    "print(expected_value)"
+   ],
+   "id": "9e009c11c7f50ee9",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2.9000000000000004\n"
+     ]
+    }
+   ],
+   "execution_count": 21
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Calculate the probability of randomly picking a group of 4 or more people by subsetting for groups of size 4 or more and summing the probabilities of selecting those groups.",
+   "id": "69dc15bd7fed3a39"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T16:12:31.010596Z",
+     "start_time": "2025-08-15T16:12:30.994132Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset groups of size 4 or more\n",
+    "groups_4_or_more = size_dist[size_dist['group_size'] >= 4]\n",
+    "\n",
+    "# Sum the probabilities of groups_4_or_more\n",
+    "prob_4_or_more = np.sum(groups_4_or_more['prob'])\n",
+    "print(prob_4_or_more)"
+   ],
+   "id": "d26eff5072c4004d",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.30000000000000004\n"
+     ]
+    }
+   ],
+   "execution_count": 22
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## The central limit theorem\n",
+    "## The CLT in action\n",
+    "The central limit theorem states that a sampling distribution of a sample statistic approaches the normal distribution as you take more samples, no matter the original distribution being sampled from.\n",
+    "\n",
+    "In this exercise, you'll focus on the sample mean and see the central limit theorem in action while examining the num_users column of amir_deals more closely, which contains the number of people who intend to use the product Amir is selling.\n",
+    "\n",
+    "pandas as pd, numpy as np, and matplotlib.pyplot as plt are loaded and amir_deals is available.\n",
+    "### Instructions\n",
+    "- Create a histogram of the num_users column of amir_deals and show the plot."
+   ],
+   "id": "a64171afec3bff6d"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T04:11:10.839470Z",
+     "start_time": "2025-08-17T04:11:10.720376Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a histogram of num_users and show\n",
+    "amir_deals['num_users'].hist(bins=30)\n",
+    "plt.show()"
+   ],
+   "id": "e82291a3a12baafc",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "- Set the seed to 104.\n",
+    "- Take a sample of size 20 with replacement from the num_users column of amir_deals, and take the mean."
+   ],
+   "id": "6be7f5aa5a18e8a5"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T04:11:36.177407Z",
+     "start_time": "2025-08-17T04:11:36.168889Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Set seed to 104\n",
+    "np.random.seed(104)\n",
+    "\n",
+    "# Sample 20 num_users with replacement from amir_deals\n",
+    "samp_20 = amir_deals['num_users'].sample(n=20, replace=True)\n",
+    "\n",
+    "# Take mean of samp_20\n",
+    "print(samp_20.mean())"
+   ],
+   "id": "c34e5f38e56a0fe7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "32.0\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Repeat this 100 times using a for loop and store as sample_means. This will take 100 different samples and calculate the mean of each.",
+   "id": "1c33824fee823816"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T04:12:40.601241Z",
+     "start_time": "2025-08-17T04:12:40.583578Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "sample_means = []\n",
+    "# Loop 100 times\n",
+    "for i in range(100):\n",
+    "  # Take sample of 20 num_users\n",
+    "  samp_20 = amir_deals['num_users'].sample(n=20, replace=True)\n",
+    "  # Calculate mean of samp_20\n",
+    "  samp_20_mean = samp_20.mean()\n",
+    "  # Append samp_20_mean to sample_means\n",
+    "  sample_means.append(samp_20_mean)\n",
+    "\n",
+    "print(sample_means)"
+   ],
+   "id": "25760b33da8b7b8b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[np.float64(31.35), np.float64(45.05), np.float64(33.55), np.float64(38.15), np.float64(50.85), np.float64(31.85), np.float64(34.65), np.float64(36.25), np.float64(38.9), np.float64(44.05), np.float64(35.45), np.float64(37.6), np.float64(37.95), np.float64(28.85), np.float64(33.3), np.float64(31.65), np.float64(45.5), np.float64(43.2), np.float64(24.4), np.float64(41.05), np.float64(37.2), np.float64(39.3), np.float64(29.45), np.float64(33.55), np.float64(45.3), np.float64(45.1), np.float64(30.95), np.float64(36.25), np.float64(37.65), np.float64(42.55), np.float64(34.55), np.float64(41.1), np.float64(36.9), np.float64(42.45), np.float64(38.45), np.float64(45.9), np.float64(42.7), np.float64(38.4), np.float64(32.55), np.float64(30.25), np.float64(38.0), np.float64(38.75), np.float64(49.3), np.float64(39.55), np.float64(49.05), np.float64(42.05), np.float64(41.0), np.float64(40.6), np.float64(58.25), np.float64(34.55), np.float64(51.2), np.float64(34.15), np.float64(36.95), np.float64(42.45), np.float64(41.85), np.float64(33.2), np.float64(36.15), np.float64(37.55), np.float64(34.2), np.float64(29.75), np.float64(42.35), np.float64(43.75), np.float64(29.0), np.float64(32.05), np.float64(31.65), np.float64(44.6), np.float64(30.85), np.float64(29.6), np.float64(37.7), np.float64(33.1), np.float64(36.35), np.float64(40.65), np.float64(45.7), np.float64(33.8), np.float64(40.1), np.float64(39.9), np.float64(33.5), np.float64(32.65), np.float64(32.85), np.float64(42.85), np.float64(35.4), np.float64(31.7), np.float64(32.0), np.float64(33.85), np.float64(36.6), np.float64(44.35), np.float64(39.9), np.float64(37.0), np.float64(37.3), np.float64(42.5), np.float64(38.35), np.float64(42.8), np.float64(44.55), np.float64(30.3), np.float64(50.45), np.float64(42.35), np.float64(40.65), np.float64(29.85), np.float64(39.3), np.float64(33.1)]\n"
+     ]
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Convert sample_means into a pd.Series, create a histogram of the sample_means, and show the plot.",
+   "id": "3848bae1f2c76006"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T04:14:07.429945Z",
+     "start_time": "2025-08-17T04:14:07.365775Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Convert to Series and plot histogram\n",
+    "sample_means_series = pd.Series(sample_means)\n",
+    "sample_means_series.hist(bins=30)\n",
+    "# Show plot\n",
+    "plt.show()"
+   ],
+   "id": "5a360ad501f463b1",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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3GoE59DCLwc+iUR5PtvUxcyjrY6zPqpGeP+qxrbd9UGFR7Nz42te+Frfddlvcf//9MWPGjLo2DgBoTIMKi+JHTYvXRtx+++3l77J49dVXy/MnT54cEyZMGK5tBAAa8fdYLF26tDy2cswxx8TUqVM3nm655Zbh20IAYMwY9KEQAID+eK8QACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0ggLACCNsAAA0oyPBjJ94Z39fq61uRZXz46Y2X5PdK5v2uLzf1s8L7a3bQa2f0P5PzyUx53hfuzY2mMmjbmuMthjAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAwOiGxQ9+8IOYPn167LjjjnHEEUfEo48+mrdFAEB1wuKWW26J888/Py677LJ44okn4pBDDonjjz8+Vq9ePTxbCAA0blhcc8018eUvfzlOPfXUOOCAA+KHP/xhtLW1xY9//OPh2UIAYMwYP5gvfvvtt+Pxxx+Piy66aON548aNi+OOOy5WrFjR52U6OzvLU7c1a9aUH//973/HunXrItP4/3ur/8911aKjoyvGrxsX67uatvj8v/71rxgNA23zsF3nVmZRFebQwyxGZxZDedwZ7seO4ZjDaD3ODlXxXNXR0VFuf0tLy4hc5/gh3L/DNec33nij/Fir1Qb+wtogvPTSS8W/Vnv44Yd7nX/BBRfUZs+e3edlLrvssvIyTk5OTk5OTjHmT6tWrRqwFQa1x6Iexd6N4jUZ3bq6usq9Fbvssks0NY3cd0Zr166NadOmxapVq2LSpElRZWaxgTn0MIseZrGBOfQwi9i4p6LYa7H77rvHQAYVFlOmTInm5ub4xz/+0ev84u/vec97+rxMa2tredrUu971rhgtxaKo8sLYlFlsYA49zKKHWWxgDj3MImLy5Mm5L97cYYcd4kMf+lD85je/6bUHovj7kUceWd9WAgANY9CHQorDGqecckrMmjUrZs+eHUuWLIm33nqr/CkRAKDaBh0WJ510Uvzzn/+MSy+9NF599dU49NBD4+677453v/vdsT0rDscUv3tj88MyVWQWG5hDD7PoYRYbmEMPsxicpuIVnIO8DABAn7xXCACQRlgAAGmEBQCQRlgAAGkaKiyuvPLKOPzww2PixImx2267xYknnhjPPvtsr6855phjyt/4uenp9NNPj0azdOnSOPjggzf+Qpfi94zcddddGz//v//9LxYsWFD+BtR3vvOd8bnPfW6LX3xWlVlUZU1sbvHixeVtPffccyu5LgaaQ1XWRHt7+xa3c//996/ketjaLKqyJjI0VFg88MAD5X+CRx55JJYvX16+cczcuXPL37OxqeLdWV955ZWNp6uvvjoazR577FE+YBZvGrdy5cr4+Mc/HieccEL88Y9/LD9/3nnnxa9//eu49dZby7m9/PLL8dnPfjYa0dZmUZU1sanHHnssrr322jK4NlWldTHQHKq0Jg488MBet/Ohhx6q7HoYaBZVWhNDVmtgq1evLt8w5YEHHth43kc/+tHaOeecU6uinXbaqfajH/2o9vrrr9daWlpqt95668bP/elPfypntWLFilqVZlHFNfHGG2/U3ve+99WWL1/e67ZXbV30N4cqrYniTSIPOeSQPj9XtfUw0CyqtCYyNNQei811v0X7zjvv3Ov8n/70p+X7nsycObN8k7Ti7XAb2fr16+Pmm28u99wUhwGK79yLvTnF2913K3b57bnnnrFixYqo0iyquCaKvXrz5s3rdf8XqrYu+ptD1dbE888/X76p1N577x0nn3xyvPjii5VcDwPNomprYqiG/d1NR0vxHibFMdOjjjqqXATd5s+fH3vttVe5eJ566qm48MILy9dh/PKXv4xG8/TTT5dPnsVx0uL46G233RYHHHBAPPnkk+X7vmz+ZnDFb08tfptqI+pvFlVbE0VUPfHEE+UhgM0V931V1sVAc6jSmjjiiCPixhtvjPe///3lrv1FixbFRz7ykXjmmWcqtR62NovidXtVWRMZGjYsiu9GigWx+TGyr3zlKxv/fNBBB8XUqVPj2GOPjT//+c+xzz77RCMp/oMUEVHsufn5z39evsdLcZy0ivqbRREXVVkTxVs+n3POOeXrj3bccceoqm2ZQ1XWxCc+8YmNfy5eZ1I8uRZPnj/72c9iwoQJUSUDzeJLX/pSZdZEhoY8FHLWWWfFHXfcEb/97W/LF+4NpFg8hRdeeCEaTfHdxr777lu+I23xEzOHHHJIfOc73ynf4v7tt9+O119/vdfXF6/2Lj7XiPqbRZXWRLFre/Xq1XHYYYfF+PHjy1MRV9/97nfLPxffiVZhXWxtDsXhsqqsic0Veyf222+/8nZW8XGiv1n0pSprIqoeFsXbnhRRUezmvu+++2LGjBlbvUzxXWyhqM9GVxwe6uzsLJ9cW1payre771bs0iuOJ276uoMqzKJKa6L47qo4JFTcvu5T8S7FxbHk7j9XYV1sbQ7Nzc2VWRObe/PNN8vvwIvbWfXHiU1n0ZeqrIm61BrIGWecUZs8eXLt/vvvr73yyisbTx0dHeXnX3jhhdo3vvGN2sqVK2t//etfa7fffntt7733rh199NG1RrNw4cLyp2GK2/nUU0+Vf29qaqrde++95edPP/302p577lm77777ynkceeSR5akRDTSLKq2JbXmle5XWRX9zqNKa+PrXv14+Xha383e/+13tuOOOq02ZMqX8ibqqrYeBZlGlNZGhocKi6KS+TjfccEP5+RdffLFcCDvvvHOttbW1tu+++9YuuOCC2po1a2qN5rTTTqvttddetR122KG266671o499tiNUVH473//WzvzzDPLH7tsa2urfeYznykjrBENNIsqrYltCYsqrYv+5lClNXHSSSfVpk6dWv7feO9731v+vXgSreJ6GGgWVVoTGbxtOgCQpqFeYwEAjC5hAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQCkERYAQBphAQBElv8HK/nl8NseXLsAAAAASUVORK5CYII="
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## The mean of means\n",
+    "You want to know what the average number of users (num_users) is per deal, but you want to know this number for the entire company so that you can see if Amir's deals have more or fewer users than the company's average deal. The problem is that over the past year, the company has worked on more than ten thousand deals, so it's not realistic to compile all the data. Instead, you'll estimate the mean by taking several random samples of deals, since this is much easier than collecting data from everyone in the company.\n",
+    "\n",
+    "amir_deals is available and the user data for all the company's deals is available in all_deals. Both pandas as pd and numpy as np are loaded.\n",
+    "### Instructions\n",
+    " - Set the random seed to 321.\n",
+    " - Take 30 samples (with replacement) of size 20 from all_deals['num_users'] and take the mean of each sample. Store the sample means in sample_means.\n",
+    " - Print the mean of sample_means.\n",
+    " - Print the mean of the num_users column of amir_deals."
+   ],
+   "id": "d47d8cfe6eb1112"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T04:22:03.277158Z",
+     "start_time": "2025-08-17T04:22:03.229892Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the all_deals DataFrame\n",
+    "all_deals = pd.read_csv('../data/all_deals.csv')\n",
+    "# Set seed to 321\n",
+    "np.random.seed(321)\n",
+    "\n",
+    "sample_means = []\n",
+    "# Loop 30 times to take 30 means\n",
+    "for i in range(30):\n",
+    "  # Take sample of size 20 from num_users col of all_deals with replacement\n",
+    "  cur_sample = all_deals['num_users'].sample(n=20, replace=True)\n",
+    "  # Take mean of cur_sample\n",
+    "  cur_mean = cur_sample.mean()\n",
+    "  # Append cur_mean to sample_means\n",
+    "  sample_means.append(cur_mean)\n",
+    "\n",
+    "# Print mean of sample_means\n",
+    "print(np.mean(sample_means))\n",
+    "\n",
+    "# Print mean of num_users in amir_deals\n",
+    "print(np.mean(amir_deals['num_users']))"
+   ],
+   "id": "b2a9b4ac3652d0d4",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "38.31333333333332\n",
+      "37.651685393258425\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Tracking lead responses\n",
+    "Your company uses sales software to keep track of new sales leads. It organizes them into a queue so that anyone can follow up on one when they have a bit of free time. Since the number of lead responses is a countable outcome over a period of time, this scenario corresponds to a Poisson distribution. On average, Amir responds to 4 leads each day. In this exercise, you'll calculate probabilities of Amir responding to different numbers of leads.\n",
+    "### Instructions\n",
+    "- Import poisson from scipy.stats and calculate the probability that Amir responds to 5 leads in a day, given that he responds to an average of 4."
+   ],
+   "id": "d1814329054d1377"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T09:50:07.850501Z",
+     "start_time": "2025-08-17T09:50:05.705167Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import poisson from scipy.stats\n",
+    "from scipy.stats import poisson\n",
+    "\n",
+    "# Probability of 5 responses\n",
+    "prob_5 = poisson.pmf(5, 4)\n",
+    "\n",
+    "print(prob_5)"
+   ],
+   "id": "56f7bfad2b009799",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.1562934518505317\n"
+     ]
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Amir's coworker responds to an average of 5.5 leads per day. What is the probability that she answers 5 leads in a day?",
+   "id": "5345c89b76168b47"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T09:53:14.778570Z",
+     "start_time": "2025-08-17T09:53:14.048968Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import poisson from scipy.stats\n",
+    "from scipy.stats import poisson\n",
+    "\n",
+    "# Probability of 5 responses\n",
+    "prob_coworker = poisson.pmf(5, 5.5)\n",
+    "\n",
+    "print(prob_coworker)"
+   ],
+   "id": "1a105dc1da2db4f9",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.17140068409793663\n"
+     ]
+    }
+   ],
+   "execution_count": 1
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- What's the probability that Amir responds to 2 or fewer leads in a day?",
+   "id": "51980e80464e17c"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T09:54:57.633244Z",
+     "start_time": "2025-08-17T09:54:57.617072Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import poisson from scipy.stats\n",
+    "from scipy.stats import poisson\n",
+    "\n",
+    "# Probability of 2 or fewer responses\n",
+    "prob_2_or_less = poisson.cdf(2, 4)\n",
+    "\n",
+    "print(prob_2_or_less)"
+   ],
+   "id": "72366c9908d7f41b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.2381033055535443\n"
+     ]
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- What's the probability that Amir responds to more than 10 leads in a day?",
+   "id": "ab3bce021368d857"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T09:56:40.879749Z",
+     "start_time": "2025-08-17T09:56:40.873184Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import poisson from scipy.stats\n",
+    "from scipy.stats import poisson\n",
+    "\n",
+    "# Probability of > 10 responses\n",
+    "prob_over_10 = 1 - poisson.cdf(10, 4)\n",
+    "\n",
+    "print(prob_over_10)"
+   ],
+   "id": "fd7f8f7d3266a233",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0028397661205137315\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Modeling time between leads\n",
+    "To further evaluate Amir's performance, you want to know how much time it takes him to respond to a lead after he opens it. On average, he responds to 1 request every 2.5 hours. In this exercise, you'll calculate probabilities of different amounts of time passing between Amir receiving a lead and sending a response.\n",
+    "### Instructions\n",
+    "- Import expon from scipy.stats. What's the probability it takes Amir less than an hour to respond to a lead?"
+   ],
+   "id": "7c0f2841ad3277f4"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T10:21:02.629065Z",
+     "start_time": "2025-08-17T10:21:02.616869Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import expon from scipy.stats\n",
+    "from scipy.stats import expon\n",
+    "\n",
+    "# Print probability response takes < 1 hour\n",
+    "print(expon.cdf(1, scale=2.5))\n",
+    "# print(expon(1, scale=2.5))\n"
+   ],
+   "id": "a88a960db7ea152",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.0\n"
+     ]
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- What's the probability it takes Amir more than 4 hours to respond to a lead?",
+   "id": "6f66216b13f570ff"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T10:22:32.567130Z",
+     "start_time": "2025-08-17T10:22:32.552324Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print probability response takes > 4 hours\n",
+    "print(1 - expon.cdf(4, scale=2.5))"
+   ],
+   "id": "9e6372492e17effe",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.7981034820053446\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- What's the probability it takes Amir 3-4 hours to respond to a lead?",
+   "id": "cc0beaded8e41941"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T10:27:24.181416Z",
+     "start_time": "2025-08-17T10:27:24.176239Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print probability response takes 3-4 hours\n",
+    "print((1 - expon.cdf(3, scale=2.5)) - (1 - expon.cdf(4, scale=2.5)))"
+   ],
+   "id": "98d0e167f590045c",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.09929769391754684\n"
+     ]
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Correlation and Experimental Design\n",
+    "## Relationships between variables\n",
+    "In this chapter, you'll be working with a dataset world_happiness containing results from the 2019 World Happiness Report. The report scores various countries based on how happy people in that country are. It also ranks each country on various societal aspects such as social support, freedom, corruption, and others. The dataset also includes the GDP per capita and life expectancy for each country.\n",
+    "\n",
+    "In this exercise, you'll examine the relationship between a country's life expectancy (life_exp) and happiness score (happiness_score) both visually and quantitatively. seaborn as sns, matplotlib.pyplot as plt, and pandas as pd are loaded and world_happiness is available.\n",
+    "### Instructions\n",
+    "- Create a scatterplot of happiness_score vs. life_exp (without a trendline) using seaborn.\n",
+    "- Show the plot."
+   ],
+   "id": "50e521bbb70922f1"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T13:57:54.665184Z",
+     "start_time": "2025-08-17T13:57:54.656954Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import seaborn as sns\n",
+    "import seaborn as sns\n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt"
+   ],
+   "id": "176a8c6e10b249d9",
+   "outputs": [],
+   "execution_count": 40
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T14:00:38.518541Z",
+     "start_time": "2025-08-17T14:00:38.457223Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the world_happiness DataFrame\n",
+    "world_happiness = pd.read_csv('../data/world_happiness.csv')\n",
+    "\n",
+    "# Create a scatterplot of happiness_score vs. life_exp and show\n",
+    "sns.scatterplot(data=world_happiness, x='life_exp', y='happiness_score')\n",
+    "\n",
+    "# Show plot\n",
+    "plt.show()"
+   ],
+   "id": "95094156050c34c1",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 44
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "- Create a scatterplot of happiness_score vs. life_exp with a linear trendline using seaborn, setting ci to None.\n",
+    "- Show the plot."
+   ],
+   "id": "e2ae8d1f8ea5addd"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T11:27:21.005888Z",
+     "start_time": "2025-08-17T11:27:20.834879Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create scatterplot of happiness_score vs life_exp with trendline\n",
+    "sns.lmplot(data=world_happiness, x='life_exp', y='happiness_score', ci=None)\n",
+    "\n",
+    "# Show plot\n",
+    "plt.show()"
+   ],
+   "id": "34a90b889883a520",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 500x500 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 27
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Calculate the correlation between life_exp and happiness_score. Save this as cor.",
+   "id": "30bc34a79c47e16a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T11:38:03.249782Z",
+     "start_time": "2025-08-17T11:38:03.244382Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "correlation = world_happiness['life_exp'].corr(world_happiness['happiness_score'])\n",
+    "print(f\"Correlation between life expectancy and happiness score: {correlation:.2f}\")"
+   ],
+   "id": "974199faaeec4d3a",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Correlation between life expectancy and happiness score: 0.78\n"
+     ]
+    }
+   ],
+   "execution_count": 30
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## What can't correlation measure?\n",
+    "While the correlation coefficient is a convenient way to quantify the strength of a relationship between two variables, it's far from perfect. In this exercise, you'll explore one of the caveats of the correlation coefficient by examining the relationship between a country's GDP per capita (gdp_per_cap) and happiness score.\n",
+    "\n",
+    "pandas as pd, matplotlib.pyplot as plt, and seaborn as sns are imported, and world_happiness is loaded.\n",
+    "### Instructions\n",
+    "- Create a seaborn scatterplot (without a trendline) showing the relationship between gdp_per_cap (on the x-axis) and life_exp (on the y-axis).\n",
+    "- Show the plot"
+   ],
+   "id": "ac96b55493486f79"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T13:38:11.839970Z",
+     "start_time": "2025-08-17T13:38:11.728022Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Scatterplot of gdp_per_cap and life_exp\n",
+    "sns.scatterplot(data=world_happiness, x='gdp_per_cap', y='life_exp')\n",
+    "\n",
+    "# Show plot\n",
+    "plt.show()"
+   ],
+   "id": "51f7158f2b05ae00",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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aQH77joclePY+ON7YR2ycg4xzqIvGEm5/QTPc5xSLSyUBICHCzCWXXGJqZN5++23ZvXu3LFmyxBT/jhgxwhxPSkoy007333+/LF26VDZt2iTXXHONmYa67LLLxMrq00MlmqMknoRzCZ6OZLQ5JcvjMR2xcZ96Cneoi8Wg6Yx9kwAksqhOMz3xxBOmb8z48ePlwIEDJqTceOONpkme3Z133ilHjx6VG264QUpLS6V///7y7rvvWrrHTH2nI6I5ShKN/XjyG6d77GWgq5pibUol2tM87JsEIJFFtc9MJMRan5lgeqjo9+qupN4aFYVzxYq9sDXSS/A89TJY9Pve8ru/rfX6PcsmDzTdayNJR9l099hon1O0/jsBQKhZps9MIgpm1Uk0f/uO1hI8T70MGmWkxFz3yVjpiBlLSyUBIFIIMxabjoi1RkXRukHH2pQK0zwAED2EmQgLRd1Lov/2rVMpx09Uy90Xd5Uam00qKqslJzP6oS4RgyYAxALCTJxPR8TbXj2+iqdj4X0letAEgGigADhON+iKZBO3SAUmNqBEPAd1AK4oAI5xkZiO8NfE7U9XnBGSrQAi2fU22i37uXnGDjbVBOCMMBOn0xH+bvy6lNh5eXN9bgSR3l4h3L1cfIUVbp6xg001AcRUB2CEj78bf+mxE0G33Y9019twNg3UsKJTWNorZsRTq2XQI8tNTx99PNpbFSC2ui0DiD2EmTjl78afntIg6BtBpLvehqtlv7+wcuBwJTfPGBLtbssAYg9hJk75uvH3K8yV4r2lHo+VVFQFvF9UpLdXsPdycX9fwfZy8febvvsoljtunpHFppoA3FEzE6e8NXEbUJgnY/q1k4mLiz1+X9mxE3LdgnUB1YREo+ttOIqn/f2m3zAt2edxbp6J2W0ZQOwgzMQxvfHrqiUt9tXRBfvU0sK130pFVbXfERt/BZXR6nob6uJpf7/pN0yLve0TEhndlgG4o89MnHPeADErLVluOK+9DOqSLwfKKyUpKUm+3FMiL6zcJUVtmsi1/QrMiI170HHeJNHTih9l5a63gWzgebSqOiK9gRA4NtUE4ls5fWbgPoWiQWbuqCKZv2qXPP7BNsfxAR3z5O0/9JelG3/wGGSca0J8LU+O9C7Vkf5NPydL2KogxtBtGYAdYSbO2adQxvUvMEFm1fZDLsc1mNyz9Cs5o3UTj0FG6Y073nt7BFKLw80TAGITq5kSpFiyqHWTWkHGTgNK3/a5Ho/Za0L8rfj5vvRYQCugYpkGFR1hOrNNU/OZ4AIA1kCYiXP2KRR/0lMb+Fzy7G/Fz+5DFS6N5gAAiBSmmRKATqEcrTzp8zlNMtN8TrME2oSvLtNO7HUEAAgFwkyc8RYQ8hun+11e7KsmxFdvD09Luv1t+hhrex0RrADAuggzccRfQAi2N8f/DO8iY0qOeV3SHWhX3FgrJo61YBXLCH0AYhFhJk4EEhDq2z3X081el3S/Mb6fvPPVjx6XdPvqihvIRoGRukHGWrCKZYQ+ALGKAuAE20m4rit2vN3s9euZb30lJ6pttYJM/8JcyUhtYImNAtmBOTDsHA4glhFm4kS4AoKvm/3K7Yekj9uSbq2fGduvQO5b+pXXG1wsbRQYS8EqlhH6AMQyppniRLgCgr+bfbXNJi+MPUdSkpOkaVaqnKy2Sfmxk9KpZbYcOup5uiiWNgqMpWAVywh9AGIZIzNxwh4QPAkmIPi72Wt4qbHZ5JnlO+SSJ1bJiKdWy5j5n0nxnhKx+el946uvjdWvW7wh9AGIZYSZOBGugODrZq9FwLpPqadtEvRrX1NN9mJk3cTyjfF9zWf9OtKbNsZSsIplhD4AsYxds+NMOHYS1lUsnpZ0Pziih3xXUiFXPrfW6/c677gdy9iBuf7/H7BzOIBwYNfsBOar8V19e4T4WtK9r/x4XNRSsImkf/Vd2g8A4UaYSRDB9gjxdrNv6udGRi1FfCH0AYhF1MwkgHD2CKGWAgAQbYSZBBDOHiEU0AIAoo1ppgQQjh4hzvU3OZmp8qcrzpAjx09SSwEAiDjCTJzwVdxblx4hgRQJ+6q/scLKJQBAfCHMJEBxb6AddwMpEmZjRgBArKFmJgGKewOpawm0SJg9egAAsYaRGYsLJFxoWPHXIyTQ1/FXf1NSUWW2MqhLHxsAAIJBmEmg4l5fPUICfR1/9Tdlx07IdQvW1bmPDQAA9cU0k8WFagPAQF/HV1+ZfoW5Ury3NKR9bAKhr7/jwBEzIrTjpyO1fp6/46H+eQCAyGJkxuICLe4N1evY62/c9+jRIHNtvwKZuLjY6xRVOPgrWg6283Fdfx4AIPLYaDIOhGoDwLq8jvPGjGkpDeRfm/fJCyt3SUVVda3X1V2xz2zTVEJNz2HC4mKPtT563tr75o5XN3g9XteVV/5+Hiu5ACB02GgyweiIgN64S45qf5iTkp2ZYvZMap6dEbaNBJ3rb3TK5a8fbg9ZH5tA+Sta1usRSFFzqH5eOEegAAAxGmbatWsn3377ba3Hx48fL08++aScf/75snz5cpdjN954ozz99NMRPMvYF8qpj/psJBiqPjZ1DTr+ipY12PlytPJEnX5mODopAwAsHmY+//xzqa7+v2mJzZs3y69+9Su54oorHI9df/31MnPmTMfXWVlZksjcb76N0lOi3sTOWx1NXfrYzL68h9z1+qY6BTJ/RcvZGd7/985KS5bszLRa00a+fmaoiq0BAHEUZpo1a+by9UMPPSQdOnSQgQMHuoSXFi1aROHsYo+nkY1Fv+8dE1Mfwfax+fZQRZ0Dmb8RoaYNvR+ffnFXmf7GZlmxPfCfGapiawBAnC7NrqqqkpdeeknGjRsnSUlJjscXLlwoeXl50r17d5k2bZpUVFT4fJ3KykpTNOT8YVXOS4C37T8sy7f+JF98W+LynNJjsTP1oTd/3ZtJi331s3MY8DdF4+19+Ooq7K+zsdYMeTt+VpsmtYKMv5/JDuEAEJtipgD4jTfekNLSUhk7dqzjsd/97nfStm1badWqlWzcuFGmTp0qW7Zskddff93r68yePVtmzJgh8TgKo8uf544qMsuf7auGMlKTLTH14W+KJj2lQb0Cmb8RIW/Hdx486vN8vP3MuhRJAwASLMw8//zzMmzYMBNc7G644QbHn3v06CEtW7aUQYMGyY4dO8x0lCc6ejN58mTH1zoy07p1a7ESb/Ulq7YfMp/H9S9wrB7SlfX9C3Nl5X+POdPHG/moGwk1X8W0vqZoBnTMc2m2V9dA5q9o2f24nmdmECGwPkXSAIA4DzO6oumDDz7wOeKievfubT5v377da5hJT083H1bmq75EA81dw7qYP2tfl+SkJBnbr0BsTmHHPoqjjx+t9L2iJ1T8rVTyVST84IgeMuOfX3l83VDXotjP84zWTcw1cr5m4fqZAIAECDPz58+X/Px8GT58uM/nrV+/3nzWERqr8zWK4a++ZO/PFaaORqecjp2slttf2WBGa8b1K5DKkzVmykZHOnQ6SguEI/FeAllR5WuKZsal3aXypPfVUKE+T6090uunnAMN9S8AYD1RDzM1NTUmzIwZM0ZSUv7vdHQqadGiRXLRRRdJbm6uqZmZNGmSnHfeedKzZ0+xMn+jGIHUl9hvwFOGdjb1M96a1kWiZqYuzeS8TdFEohbF+Tz1mmnYcw6B7fMaSsucDIIMAFhM1Fcz6fTSnj17zComZ2lpaebYkCFDpHPnznL77bfLyJEj5Z///KdYmb9RDD0e6GaOGmiaZKZ4fW6kpktC1UzO12qocJynPQTqLt/jF34px09UE2QAwIKiPjKjYcXT9lBatOve/TceBDKKoTdyHaXxtJrJfTPH8mMn/DasCzerNJOzynkCACwWZhJNoKMYOu3y5yvOkIOHK+Xbnytc6mCcN3NsmJ4a9eXCVmkmZ5XzBADUDWEmhkcHtOnbyeoamf3Otx6XXjvfgKO5XDiQ7QxigVXOEwBQN0k2T3M8CbqFeCRoTcwfFhd7HR3w1Eb/u58rZNqS2vsW6Q24ZR03kozECq1YbyZnlfMEgERWXof7N2EmCjfSfeXH5buSY2bbhi/3lJh+Mb3aNvUZTrgBAwASSXkd7t9MM0V5SbZ2v/3XxAHSNCu1Tl1sAVindxSA8CLMRHlJtn59z5ubzfSSVfCPNlC33lEAwoswEyF1aSwXy/hHG6hfB2wAcdw0L1HUt7Gc/kO548ARs33Bjp+OmK8jwdPPDaThH5BoAvlFBUB4MTITww3bghkFCWYqyNvP/Z/hXeJidAmIxQ7YAOqPMBOjDdv2lx+X3QePyqhftDFdf+2rnvT7NWhoQz3tQ+NJsCHI2+jLmJJjPr+Xf7SRiOgsDUQf00wRbtjmvo+Sp4ZtGkbueGW9/O5va82eQeNe/NyxS3ZWWrIJGjoFpM9zF+xUkK8hc3/4RxuJyNdeanSWBiKDkZkICmTbAUcYcev4a98lW3d51s0RS4+d8FhcGGyhsa8hc91OQZeSe3p9/tFGoqKzNBB9hJkI89cvxlcY0UAzrl+B+bPu1eQpnAQ7f+9ryFynubQnji4lj6V/tFkqjmiL9v5oQKIjzMQYf2Gk8mSN2T1bR0k8hZNg5+991fZol2Jt7hdL/2izVByxgsaWQPRQMxNj/IWRnMxUUxCsoySewkmw8/eB1PboR4f8RnJmm6bmczRHZFgqDgBgZCbG+BoZGVCYJ8dPVMvExcVSUVXtMZyEYv7eKkPm9ik5LYrWWqKi1k3MyFVGarJZ/XXoKEvFASAREGZijLcw0r8wV8b0a2d23LYHGW/hJBRhxApD5jolp0FGV3nNX7XLFEbb6VTciKJTo3p+AIDIYNfsGOW+S3ajjBQ5WnlSyo/F7khJpOny9CXrvzfL1u2rvZzpyqu/0koeACyJXbPjgBVGRqJNA13f9rkuIzLOdAqKrsQAEP8oAIZlaUhJS/H9vzBdiQEg/hFmYGlN/Yy60JUYAOIfYQaWRit5AABhJsFoYbEWzmrR7I6fjli+F0td9rwCAMQnCoATSLx2y7VKXxwAQHgwMpMg4r1bbqx0JQYARB5hJkEEsps2AABWxDRTGO0vPy4lR3U355OSnZliVt40z86IyrkEu5s2AACxijATJnsOHZVpSza5dKbVLQkeHNFD2uQ2jPj5BLubNgAAsYpppjCNyLgHGbVy+yH545JN5niksYQZABCvCDNhoFNLnvYKsgcaPR5pLGEGAMQrppnCQGtkgjkey0uY7Rtgag1Odmaq5DVkCTQAILoIM2GQneH7sjZMTzYN6yIVBGoFkEb/WcZcV/HapwYAYG2EmTBo2jDNFPvqlJK7foW58s7mfWan50gEgVAFEH99anTEhxEaAIClama2bNkiEyZMkEGDBpkP/bM+BjHLr3XVkgYa9yBzbb8CeWHlrqAa1gW6JUEoG+XRpwYAEFcjM6+99ppceeWV0qtXL+nTp4957NNPP5Xu3bvLyy+/LCNHjpREp8uvdfSjrOKEHK2qNjUqxXtLZeLiYqmoqq4VBJxHNXzVpdRlpCWQABLoaAp9agAAcRVm7rzzTpk2bZrMnDnT5fF7773XHCPM/CeQTHt9kwkTT40+S8Yv/DKgIOArrDRMS67TVE8oAwh9agAAcTXN9OOPP8o111xT6/GrrrrKHIPrqEh6SoOAgoC/aaEDhyvrNNUTygBCnxoAQFyFmfPPP19WrFhR6/GVK1fKgAEDQnFeluc8KqLTS1ov4y8I+JsWKj1Wt5GWUAYQ+tQAAOJqmunXv/61TJ06Vb744gs599xzHTUzr776qsyYMUOWLl3q8txE5Dwq8vJne2Th78+VWW995bLCSQuE77+suyMI+JsW0mmmuoy02AOIjupoGAo2gPjqU0P/GQBAtCTZbDZbXb+pQYPABnSSkpKkuvr/il2joby8XHJycqSsrEyys7Mj9nP15v6HxcUmREy4oFC+/qFMurbKkaLWTaTyZI2ZetIRmy0/lsufrzjD3Ph1hdKgR5d7fc3ld5wv09/c7BJMnAOKt+XR9qBR30Z5/tB/BgAQzft3vUZmampq6ntuCcN5VEQDjPaV+fDfP3l8rn1VkX1ayFtYaZKVWq+RFn08XKMk9J8BAMTd3kwVFRUBP7ddu3Zm9Mb945ZbbjHHjx8/bv6cm5srjRo1Mquk9u/fL1Zhn5bRaZdAal0CqUvRqaZZl3aXf03sL/+4qY+8P+k88zNaRmkEhP4zAIBoq9fIjDbJ+/vf/y6nnnqqy+Nr166Vq6++WrZu3RrQ63z++ecu01CbN2+WX/3qV3LFFVeYrydNmiRvv/22qcXRoSZtzHf55ZfLqlWrxCo0gJziZ2TCudbFV12Kr+mcnCyJCvrPAAAsOTKTkZEhPXv2lP/3//6fY9rpvvvuMyuZLrroooBfp1mzZtKiRQvHx1tvvSUdOnSQgQMHmjmy559/Xh599FG54IIL5Oyzz5b58+fL6tWrTbGxldR1VZEGF9076cw2Tc1ne4FtqLr5hoK9C/HJGpu8MPYcUxeU5aFAmf4zAICYHJnR0ZInn3xSxo0bJ2+++abs3r1bvv32WxNGhgwZUq8TqaqqkpdeekkmT55sppp0pdSJEydk8ODBjud07txZ2rRpI2vWrHGsonJXWVlpPpwLiKItFKuKQtnNN1ieRoh06fncUUUuHY7pPwMAiOmNJrWW5bvvvpM5c+ZISkqKfPzxx9K3b996n8gbb7whpaWlMnbsWPP1vn37JC0tTZo0aeLyvObNm5tj3syePdssD481vqaPrDSd422EaNV/l5yP61/g2EST/jMAgJidZiopKTHFuPPmzZNnnnlGfvOb35gRmaeeeqreJ6JTSsOGDZNWrVpJMHSbBZ2isn/s3btXYoWn6SOrbSfga4RIA81F3VvIsskDo1qUDABILPUamdENJQsKCqS4uNh8vv766039zPjx480UlH7UhU5RffDBB/L66687HtMaGp160tEa59EZXc2kx7xJT083H/HC3iOm7FiVLL6+t6zaccjsuu28WWUkp3P8jRBVnawx/XQAAIjpkZmbbrpJPvnkExNk7H7729/Khg0bTACpKy3szc/Pl+HDhzse04Lf1NRUWbZsmeOxLVu2yJ49exw7dcc7rU2ZsLjYNNK7fN4aGfXcWlm/p8TUptiLbSM9nRMrI0QAAAQ1MjN9+nTHn7UXjK5uUqeddpq8//77dXotXQmlYWbMmDGm9sZOl2Jfd911piD4lFNOMd3//vCHP5gg4634N554q03R7RC0QPrNW/pJg6Skenfzre/2A/4a+1HwCwCItHqNzGgAmTVrlukzo83sdu7c6Qg5WvtSFzq9pKMtujLK3WOPPSYXX3yxqc8577zzzPSS81RUPPNVm6KPa5Cpa92NpxGfEU+tlkGPLDdbL+jj/rDhJAAgLvZmmjlzpixYsMB81noZbXbXvn17Uzfz+OOPm6XTsSKSezPpaIfubH2sqloOHz8pDdOTpWF6ijTJTA34Jm8fMTl0tEp+84z36/jG+L6mkLg+56hBZkUd93eK9H5PAIDEVh7uvZm0+++zzz5rOgFr/YzdGWecIf/+978lEf1Yekz2/Fwhf/1wm6xw2hlb+6/84YKO0vaULL+re5z7tzw/pldYalOC7VfjPj1VkNeQEAMAiKp6hZnvv/9eCgsLPU4/aaO7RKM3+I+3/iRvb/zB1LR46r9ycc9WZtmytxu/e42M7qitQcj+/aGqTQmmXw27YwMA4qZmpmvXrrJixYpaj//jH/+QoqIiSTQ6UpHfOL1WkLHTQKLHfW266D5iosuvr+1XYAJNKGtT6rsaKda2UwAAIKiRmXvuucesPtIRGh2N0aJcXTat00+6pUGi0dGOypM1Pp+jx32NeriPmGgfGd0aQDvqjutXYEJGbsO0oGtT6rsaKZa2UwAAIOiRmUsvvVT++c9/mpVIDRs2NOHmm2++MY/prteJRkc70lN8X0o9npbSQHb8dMTjKIanERMNNLo1wHUL1pkgU9/VS6FYjRQr2ykAABCyvZl0h2x/PWUWL14sv/71r03giWc6mvHZ7p9lQGGuS/GvnU4V7S8/bupg7PsWudeZRLJ/S332iaJZHgAgrkZmAnXjjTea7QfinYaA809vJhMu6CgDCvNqBZkJv+woLXMyTR2MtzqTSPdvqes+Ufaw5QnN8gAAlhyZCUQ9WthYli671i0G7h/R3dFnJis9WWpqRD7csl+eWb7TZT8lT3Umwe6sHU72sKUhzHn0iGZ5AIC4DjOJRm/ozjf14j0lpsNuXepM3F8jlsRy2AIAJC7CTIg5N5XLTEuWCRcU1trl2sp1JrEctgAAiYkwE0Kemsr1L8w1u1zrMmvnQEOdCQAAFigATiS+drl+cdUu0y/GjjoTAAAsMjLTtm1bSU213lRKffhqKqeB5u7hXWVw53zqTAAAiJUwU1paarYv2LFjh0yZMkVOOeUU+fLLL6V58+Zy6qmnmufobtqJwr2pnK5s0tGYotZNTPdfXdnFpowAAMRImNm4caMMHjzYbM29e/duuf76602Y0W0N9uzZY7Y1SDTOTeU0yGidzPxVu0yTPDs2ZQQAIEZqZiZPnixjx46Vbdu2SUZGhuPxiy66SD755BNJRM5N5XRERoOM+47XbMoIAECMhJnPP//cdPd1p9NL+/btk0Tk3MFXp5bcg4x7szwAABDFMJOeni7l5eW1Ht+6das0a9ZMEpW9qVx2pu+iZzZlBAAgymFGN4+cOXOmnDjxn5tyUlKSqZWZOnWqjBw5UhKZjtCc4qfI14rN8gAAiKsw88gjj8iRI0ckPz9fjh07JgMHDpTCwkJp3LixPPDAA5LoAt2UUWtndhw4YrY92PHTkaBqaUL5WgAAWEmSLYjdIFetWiUbNmwwweass84yK5xijU6H6aqrsrIyyc7Ojmg3YG+bMuqmlJ66Bdd3tVMoXwsAAKvdvwMOM7r0Wmti8vLyZNy4cfKXv/zFjMTEumiFGed9mtw3ZdTHJywu9thkT0OI1t0E2o8mlK8FAIAV798BTzNVVVU5in4XLFggx48fD/5M45yGiA75jeTMNk3NZ3uo8NUtuK6rneryWkxFAQASumlenz595LLLLpOzzz7bdLOdOHGiZGZ6nsJ44YUXQnmOcd8tOJjVToG+FlNRAIB4FfDIzEsvvWSa4ml9jK5e0mGfkpISjx8Qn6MhOX6WbtdltZNz52Fvr+VtE0ya+AEAEmpkRvdceuihh8yfCwoK5H//938lNzc3nOdmOfYaGR0t0V4zGSkN5N6lX8kH3xxwGQ15cEQP+VWXfHnf6XFPq53qsnLKudDY/bUCmYqirgYAkFB7M+3atSv0Z2JxnqZx+hfmyth+BbJ6xyGpqKp2hIc/Ltkksy/vYTag9LTaqS7Bwt552NvKKT2+8+BRn69BEz8AQEKEmblz58oNN9xg9mLSP/ui9TSJZH/5cZn6jw2ywm0Lg5XbD4ntv3s1OW84qaHj+Ikas9LI02qn+nYe9vZagUxFAQAQ92Hmsccek9GjR5swo3/2RutpEinM6IjM7oNHawUZO92jaVy/glqPa+hwXuEULH0db68VyFQUAABxH2acp5aYZvoPe2HtqF+08fk8nU6K5mhIIFNRAADEfZiZPHlyQM/TkRnd7iAR2Atrx/Zt5/N56Smui8Y0RKQ0SDIrnLRQOK9h/aaXQjkVBQBA3IeZ4uLigMNMorD3eCneWyr9CnPNlJI7LQLW43YDOubJ+F8WyrC5KxxFwZHq9+JrKgoAgLgPMx999FF4z8SC7IW1L6zcJXNHFZk/OwcaDS6zR/SQquoaGdw5Xxqmp8i6b0tk3IufO4KMc78Xth4AACBCS7NRu7B24uJis2pJi321RqZJZqop8G2eneF4vjbPm/b6Jo+vRb8XAADC3AEY3gtrtQGeBpmi1k1MkGmalSptc7NcgkyotzEAAAD/wchMkLTO5d5Lusm01ze69JLxVAdDvxcAAEKPkZkQLM+etmRTrT4znvY9sk9LeUK/FwAA6ocwE6RA9j1yn5ZyDzT0ewEAoP6YZgqSvzqYsmOux+n3AgBAaBFmgtQo3fclPH6i2mx54Fw749zvxb7Ttm4GGakGegAAxBPCTBA0pGjfGG8N8/Tx1TsPydPLd3jsIeNpp+1INdADACBeRL1m5vvvv5errrpKcnNzJTMzU3r06CHr1q1zHB87dqzpKuz8ceGFF0qs7Ms0662v5dp+BSa4OBtQmGse14Z67rUzzt/vXm/jqXAYAADE6MhMSUmJ9OvXT375y1/KO++8I82aNZNt27ZJ06ZNXZ6n4WX+/PmOr9PT0yWWCn/dG+bpXkynNc2U0X9b6+j0695DJpDCYaabAACI8TAzZ84cad26tUtQKSgoqPU8DS8tWrSQWC381cDi3GNGPT+ml5ku0qCjx917yNBADwCAOJhmWrp0qfTq1UuuuOIKyc/Pl6KiInnuuedqPe/jjz82xzt16iQ333yzHDpUuz4l0vw1wFPzV+0yIzaeesjQQA8AgDgIMzt37pR58+ZJx44d5b333jNBZeLEibJgwQKXKaa///3vsmzZMjOSs3z5chk2bJhUV//fRo3OKisrpby83OUjHHw1wOv3352ytSi4b/tcjz1kaKAHAEBoJNlsNptESVpamhmZWb16teMxDTOff/65rFmzxmsA6tChg3zwwQcyaNCgWsfvu+8+mTFjRq3Hy8rKJDs7O6Tn72k1Ur//Fv7ap5dev7mvnNW2qdfv12JfrZFxb6DXktVMAIAEVl5eLjk5OQHdv6NaM9OyZUvp2rWry2NdunSR1157zev3tG/fXvLy8mT79u0ew8y0adNk8uTJLhdD63LCQZdP339pd9n+0xFH4a+OyNiDjMrJ9D5dRAM9AACCF9UwoyuZtmzZ4vLY1q1bpW3btl6/57vvvjM1MxqEPNFi4UiudmqSlSoLVu92GV2py3SRcwM9AABgsZqZSZMmyaeffioPPvigGWlZtGiRPPvss3LLLbeY40eOHJEpU6aY5+zevdvUzVx66aVSWFgoQ4cOlVjAfksAACRwzYx66623zNSQ9pfRZdk6RXT99debY8eOHZPLLrtMiouLpbS0VFq1aiVDhgyRWbNmSfPmzUM+51Yf2tzuwOFKKT12QhqmJUtGSrKkNEiSnKxUggwAAPVUl/t31MNMuIUzzJgC4H9slC/2lJgl2EWtm5jHW+RkSJPMVDm1aVZIfx4AAImi3CoFwFZmtiP4b5CZO6rI9JRxbpyn2xnMvrynnHZKlsuGktosjw0lAQAIHcJMPZntCLYflAkXFJog477R5Irth2Takk3y11FFcrSqmg0lAQCI140mrcq+HYFOLXnaMVtpeNF6Gh3BYUNJAADCgzBTT/btCLS/jC9aGKwjOJ542k0bAADUDWGmnuzbEWijPF8yUn0fZ0NJAACCQ5gJsr+MTiPpFgaeDOiYJ/7WirGhJAAAwSHMBEGLdy/q3kLuv6y7CS7OdNTmvl93k4+2HPAZdthQEgCA4LCaKUj27Qj+6mGPpUNHq+SZ5TvN0m3lXCisAWfWpd1Zng0AQJAIM0Go1TumUZp0yG/k8pxebZuajSe1qd64fgWODSl1eqppFlNMAAAEizATTPdfP71j7HU1ugTbuaEe+zYBABA6bGdQzxGZCYuLa/WOsQeVJ0YVuQQV+wiO8xQUQQYAAO/YziAS3X/dgkxWWrJjf6atB47IKQ3THFsW2D8AAEDoEWaC6P7rHGQ87c/ElgUAAIQfS7OD6P5rpyMynvZnYssCAADCjzATRPdfO1/7M7FlAQAA4UWYqQf7KiV7oPG3PxNbFgAAED7UzNST1sHoqiUddak8We3zuWxZAABA+DAyE+QIjTbJy8lMlf5etizQ0Ru2LAAAIHwYmakne++YsmM6MmOTOy/sLGkfbJUP//2T4zkacB4c0YNl2QAAhBFhJkTdf3WvpSlDO8s157aTihPVZsuC4r2lUlXtu54GAAAEhzBTjxEZ9yCj/rOa6d9S1KapS6+ZwZ3zo3CWAAAkDsJMCLr/Ogea6/u3lwkXFJrl2rrKKSMt2QQgppoAAAgPwkyQ3X/dOwG3bJIhxStL6AQMAECEsJopyO6/7p2A73/r64h3AtbX3XHgiBTvKZEdPx2h4zAAIKEwMlPP7r8aUNz1bZ/rMiLjqRNwqKebPBUjMxIEAEgkjMwE2f3XTr/WFUyR7ATsrRiZPaEAAImEkZkgu/9qQNEOvzpi428PplB3AvZVjByukSAAAGINYaaeNCS4B4XjJ2tMo7yVHjad1McbZaRErBhZsScUACARMM0UwgLc70oq5J5LuskAt60NtKHe2H4FcrTyZMSKkRV7QgEAEgEjMyEuwNXl2XcP7yJ3Duss35Uck7Tk/3QCnri4WBb9vnfEipHZEwoAkCgIMyEuwK2oqpY/LtlsRmPcuwGHeqTEXoysxb7OgUaDzJyRPamXAQAkBMJMGLsBj+tXEPaREm/FyAQZAECiIMyEsQBXtzOIxEiJp2JkAAASBWEmjAW47XKzZNnkgYyUAAAQRqxmCkEBrif6+KlNMqVDfiOCDAAAYcTITAgKcO99c7N0apnt2Cm7aVaqtDklixADAEAEEGZCUIB77yXdZNrrG9kpGwCAKGCaKQTLs6ct2SQrIrxTNgAA+A/CTAT2RwIAAOFDmAkS+yMBABBdhJkgsT8SAAAJHma+//57ueqqqyQ3N1cyMzOlR48esm7dOsdxm80m99xzj7Rs2dIcHzx4sGzbtk2ssjyb/ZEAAIjjMFNSUiL9+vWT1NRUeeedd+Trr7+WRx55RJo2bep4zsMPPyxz586Vp59+WtauXSsNGzaUoUOHyvHjxyWWlme7Bxr2RwIAIDKSbDr0ESV33XWXrFq1SlasWOHxuJ5aq1at5Pbbb5c77rjDPFZWVibNmzeXF198Ua688kq/P6O8vFxycnLM92VnZ4f8PehqpUNHq+RkjU1qbDapqKyWnEz2RwIAIBh1uX9HdWRm6dKl0qtXL7niiiskPz9fioqK5LnnnnMc37Vrl+zbt89MLdnpG+vdu7esWbNGou2H0mMyYXGxXPDIchny2Cdy4eMr5PEPtkpmWjJBBgCACIlqmNm5c6fMmzdPOnbsKO+9957cfPPNMnHiRFmwYIE5rkFG6UiMM/3afsxdZWWlSXPOH+GgIzJTX9voWJadlZYsEy4olDF928k3P5bLtv2H6TEDAEC8dwCuqakxIzMPPvig+VpHZjZv3mzqY8aMGVOv15w9e7bMmDFDItlfRoPM3FFFMn/VLroAAwCQSCMzukKpa9euLo916dJF9uzZY/7cokUL83n//v0uz9Gv7cfcTZs2zcyv2T/27t0b9v4y4/oXmCCzii7AAAAkVpjRlUxbtmxxeWzr1q3Stm1b8+eCggITWpYtW+Y4rtNGuqqpT58+Hl8zPT3dFAo5f4S7v4xuMOkeZOzoAgwAQByHmUmTJsmnn35qppm2b98uixYtkmeffVZuueUWczwpKUluu+02uf/++02x8KZNm+Saa64xK5wuu+yymOkvoztl+0IXYAAA4rRm5pxzzpElS5aYqaGZM2eakZjHH39cRo8e7XjOnXfeKUePHpUbbrhBSktLpX///vLuu+9KRkaGRNvMS7vL9Dc3S3qK70xIF2AAAOK0z0wkhKPPjC7J1pVMX3xbYuplhnRtLn96d4us2F57w0kdvXliVBFLtQEACNP9O6ojM1bkviRbVy+9sHKXWc1kE5usdKqdoQswAADhR5gJYkm2XUVVtUxcXGxGae4e3lWOn6g2U0t0AQYAIAE2mrQa5yXZ7oFGR2k0yJzZpql0yG9EkAEAIAIIM0EsyfaEYl8AACKLMBPEkmx3+rgeBwAAkUOYqSOdOtItCtwDDcW+AABEBwXA9aB7Lelyay0G1oZ4FPsCABA9hJl60uBCeAEAIPqYZgIAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJZGmAEAAJaWEu0TiGdlFVVy8EiVlB8/IdmZqZLXME1ystKifVoAAMQVwkyY/FB6TKa+tlFWbDvoeOy8jnny0Mie0qpJZlTPDQCAeMI0U5hGZNyDjPpk20G567WN5jgAAAgNwkwY6NSSe5BxDjR6HAAAhAZhJgy0RsaXw36OAwCAwBFmwiA7I9Xn8cZ+jgMAgMARZsIgr1GaKfb1RB/X4wAAIDQIM2Ggy6911ZJ7oNGv54zsyfJsAABCiKXZYaLLr58YVWSKfbVGRqeWdESGIAMAQGgRZsJIgwvhBQCA8GKaCQAAWFpUw8x9990nSUlJLh+dO3d2HD///PNrHb/pppuiecoAACDGRH2aqVu3bvLBBx84vk5JcT2l66+/XmbOnOn4OisrK6LnBwAAYlvUw4yGlxYtWng9ruHF13EAAJDYol4zs23bNmnVqpW0b99eRo8eLXv27HE5vnDhQsnLy5Pu3bvLtGnTpKKiImrnCgAAYk9UR2Z69+4tL774onTq1El+/PFHmTFjhgwYMEA2b94sjRs3lt/97nfStm1bE3Y2btwoU6dOlS1btsjrr7/u9TUrKyvNh115eXmE3g0AAIiGJJvNZpMYUVpaasLLo48+Ktddd12t4x9++KEMGjRItm/fLh06dPBaVKyhyF1ZWZlkZ2eH5bwBAEBo6WBETk5OQPfvqE8zOWvSpImcfvrpJqx4G8lR3o4rnYrSN27/2Lt3b9jOFwAARF9MhZkjR47Ijh07pGXLlh6Pr1+/3nz2dlylp6ebBOf8AQAA4ldUa2buuOMOueSSS8zU0g8//CD33nuvJCcny6hRo0yoWbRokVx00UWSm5tramYmTZok5513nvTs2TOapw0AAGJIVMPMd999Z4LLoUOHpFmzZtK/f3/59NNPzZ+PHz9u+s88/vjjcvToUWndurWMHDlS7r777mieMgAAiDExVQAc7QIiAAAQGyxbAAwAAFBXhBkAAGBphBkAAGBphBkAAGBphBkAAGBphBkAAGBphBkAAGBphBkAAGBphBkAAGBphBkAAGBphBkAAGBphBkAAGBpUd0128rKKqrk4JEqKT9+QrIzUyWvYZrkZKVF+7QAAEg4hJl6+KH0mEx9baOs2HbQ8dh5HfPkoZE9pVWTzKieGwAAiYZppnqMyLgHGfXJtoNy12sbzXEAABA5hJk60qkl9yDjHGj0OAAAiBzCTB1pjYwvh/0cBwAAoUWYqaPsjFSfxxv7OQ4AAEKLMFNHeY3STLGvJ/q4HgcAAJFDmKkjXX6tq5bcA41+PWdkT5ZnAwAQYSzNrgddfv3EqCJT7Ks1Mjq1pCMyBBkAACKPMFNPGlwILwAARB/TTAAAwNIIMwAAwNIIMwAAwNIIMwAAwNIIMwAAwNIIMwAAwNIIMwAAwNIIMwAAwNIIMwAAwNIIMwAAwNLifjsDm81mPpeXl0f7VAAAQIDs9237fTyhw8zhw4fN59atW0f7VAAAQD3u4zk5OT6fk2QLJPJYWE1Njfzwww/SuHFjSUpKCklS1GC0d+9eyc7ODsk5JhKuX/C4hsHh+gWH6xccrl/gNJ5okGnVqpU0aNAgsUdm9AKcdtppIX9d/Z+Q/xHrj+sXPK5hcLh+weH6BYfrFxh/IzJ2FAADAABLI8wAAABLI8zUUXp6utx7773mM+qO6xc8rmFwuH7B4foFh+sXHnFfAAwAAOIbIzMAAMDSCDMAAMDSCDMAAMDSCDN19OSTT0q7du0kIyNDevfuLZ999pnEs9mzZ8s555xjmg7m5+fLZZddJlu2bHF5zvHjx+WWW26R3NxcadSokYwcOVL279/v8pw9e/bI8OHDJSsry7zOlClT5OTJky7P+fjjj+Wss84yhXGFhYXy4osvxt31f+ihh0zzxttuu83xGNfPv++//16uuuoqc40yMzOlR48esm7dOsdxLf275557pGXLlub44MGDZdu2bS6v8fPPP8vo0aNNb48mTZrIddddJ0eOHHF5zsaNG2XAgAHm+mhjs4cffrjWubz66qvSuXNn8xw9j3/9618Sy6qrq2X69OlSUFBgrk2HDh1k1qxZLi3iuX6uPvnkE7nkkktMszb9+/rGG2+4HI+l6xXIuSQELQBGYF5++WVbWlqa7YUXXrB99dVXtuuvv97WpEkT2/79+23xaujQobb58+fbNm/ebFu/fr3toosusrVp08Z25MgRx3NuuukmW+vWrW3Lli2zrVu3znbuuefa+vbt6zh+8uRJW/fu3W2DBw+2FRcX2/71r3/Z8vLybNOmTXM8Z+fOnbasrCzb5MmTbV9//bXtiSeesCUnJ9vefffduLn+n332ma1du3a2nj172m699VbH41w/337++Wdb27ZtbWPHjrWtXbvWvNf33nvPtn37dsdzHnroIVtOTo7tjTfesG3YsMH261//2lZQUGA7duyY4zkXXnih7YwzzrB9+umnthUrVtgKCwtto0aNchwvKyuzNW/e3DZ69Gjz//vixYttmZmZtmeeecbxnFWrVpnr+vDDD5vrfPfdd9tSU1NtmzZtssWqBx54wJabm2t76623bLt27bK9+uqrtkaNGtn+8pe/OJ7D9XOlf8f+53/+x/b6669r4rMtWbLE5XgsXa9AziUREGbq4Be/+IXtlltucXxdXV1ta9WqlW327Nm2RHHgwAHzl3v58uXm69LSUvOXS/+BtPvmm2/Mc9asWeP4h6FBgwa2ffv2OZ4zb948W3Z2tq2ystJ8feedd9q6devm8rN++9vfmjAVD9f/8OHDto4dO9ref/9928CBAx1hhuvn39SpU239+/f3erympsbWokUL25/+9CfHY3pd09PTzQ1C6Y1Ar+nnn3/ueM4777xjS0pKsn3//ffm66eeesrWtGlTxzW1/+xOnTo5vv7Nb35jGz58uMvP7927t+3GG2+0xSo933Hjxrk8dvnll5ubqOL6+eYeZmLpegVyLomCaaYAVVVVyRdffGGG8Jy3StCv16xZI4mirKzMfD7llFPMZ70mJ06ccLkuOiTapk0bx3XRzzo82rx5c8dzhg4davYo+eqrrxzPcX4N+3Psr2H166/TSDpN5P4euX7+LV26VHr16iVXXHGFmWIrKiqS5557znF8165dsm/fPpf3pi3QdRrN+RrqUL++jp0+X6/B2rVrHc8577zzJC0tzeUa6rRqSUlJQNc5FvXt21eWLVsmW7duNV9v2LBBVq5cKcOGDTNfc/3qJpauVyDnkigIMwE6ePCgmXt2vqEo/Vr/Z0oEummn1nr069dPunfvbh7T965/GfUvrrfrop89XTf7MV/P0Rv2sWPHLH39X375Zfnyyy9N/ZE7rp9/O3fulHnz5knHjh3lvffek5tvvlkmTpwoCxYsMMft5+/rvelnDULOUlJSTCgPxXWO5Wt41113yZVXXmlCcmpqqgmD+vdY6zkU169uYul6BXIuiSLuN5pEaEcXNm/ebH6rQ2B0Z9xbb71V3n//fVPAh/qFaP0N98EHHzRf681Y/z98+umnZcyYMdE+vZj3yiuvyMKFC2XRokXSrVs3Wb9+vQkzWtzK9UO8YGQmQHl5eZKcnFxrlYl+3aJFC4l3EyZMkLfeeks++ugjl13I9b3rFEZpaanX66KfPV03+zFfz9GVAFqhb9Xrr1M7Bw4cMKuM9Dcz/Vi+fLnMnTvX/Fl/g+L6+aarNLp27eryWJcuXcwKL2U/f1/vTT/rfwdnuhpMV5yE4jrH8jXUlW/20Rmdrrz66qtl0qRJjpFCrl/dxNL1CuRcEgVhJkA6FXD22WebuWfn3xj16z59+ki80vo3DTJLliyRDz/80CzvdKbXRIeuna+LzvnqjcZ+XfTzpk2bXP5y60iF3mjtNyl9jvNr2J9jfw2rXv9BgwaZ966/Dds/dJRBh/jtf+b6+abTmu7tALT+o23btubP+v+k/sPt/N50ek1rE5yvoQZGDZd2+v+zXgOtL7A/R5fkag2T8zXs1KmTNG3aNKDrHIsqKipMrYYzDbb63hXXr25i6XoFci4JI9oVyFaiS1u1SvzFF1801eo33HCDWdrqvMok3tx8881m2d/HH39s+/HHHx0fFRUVLkuLdbn2hx9+aJYW9+nTx3y4Ly0eMmSIWd6ty4WbNWvmcWnxlClTzGqeJ5980uPS4ni4/s6rmRTXz/+S9pSUFLPEeNu2bbaFCxea9/rSSy+5LE/V9/Lmm2/aNm7caLv00ks9LpUtKioyy7tXrlxpVpc5L5XVVSC6VPbqq682S2X1eunPcV8qq+fy5z//2Vzne++9NyaXFjsbM2aM7dRTT3Uszdblxrq0X1fA2XH9aq8+1DYI+qG3yUcffdT8+dtvv4256xXIuSQCwkwdaf8OvfFovw5d6qo9BOKZ/kX29KG9Z+z0L8348ePNMkP9yzhixAgTeJzt3r3bNmzYMNNHQf8hvf32220nTpxwec5HH31kO/PMM821bd++vcvPiKfr7x5muH7+/fOf/zSBTsNY586dbc8++6zLcV2iOn36dHNz0OcMGjTItmXLFpfnHDp0yNxMtMeKLmu/9tprzU3Lmfbp0GXg+hoaAPRG4e6VV16xnX766eYa6nL4t99+2xbLysvLzf9v+t89IyPD/L+hPVSclwRz/Wy1/i55+ndPg2GsXa9AziURsGs2AACwNGpmAACApRFmAACApRFmAACApRFmAACApRFmAACApRFmAACApRFmAACApRFmAACApRFmAIREu3bt5PHHH4/2aQBIQIQZAABgaYQZAAmjqqoq2qcAIAwIMwBqOXz4sIwePVoaNmwoLVu2lMcee0zOP/98ue2228zxAwcOyCWXXCKZmZlSUFAgCxcurPUaSUlJMm/ePBk2bJh5Xvv27eUf//hHQD9/9+7d5vtffvll6du3r2RkZEj37t1l+fLlLs/bvHmzef1GjRpJ8+bN5eqrr5aDBw86jus5T5gwwZx3Xl6eDB061O/PLi0tlRtvvNG8nv3nvvXWW+bYoUOHZNSoUXLqqadKVlaW9OjRQxYvXuzy/fafqR85OTnm506fPl039Q3ovQOoO8IMgFomT54sq1atkqVLl8r7778vK1askC+//NJxfOzYsbJ371756KOPTEB56qmnTMBxpzfxkSNHyoYNG0w4uvLKK+Wbb74J+DymTJkit99+uxQXF0ufPn1MgNJAYQ8dF1xwgRQVFcm6devk3Xfflf3798tvfvMbl9dYsGCBpKWlmffz9NNP+/x5NTU1Jhzpc1966SX5+uuv5aGHHpLk5GRz/Pjx43L22WfL22+/bYLUDTfcYALUZ599VutnpqSkmMf/8pe/yKOPPip/+9vfAn7fAOoo2tt2A4gt5eXlttTUVNurr77qeKy0tNSWlZVlu/XWW21btmzRIQbbZ5995jj+zTffmMcee+wxx2P69U033eTy2r1797bdfPPNfs9h165d5vsfeughx2MnTpywnXbaabY5c+aYr2fNmmUbMmSIy/ft3bvXfJ+eoxo4cKCtqKgo4Pf+3nvv2Ro0aOD4/kAMHz7cdvvttzu+1p/ZpUsXW01NjeOxqVOnmscAhAcjMwBc7Ny5U06cOCG/+MUvHI/pdEmnTp3Mn3VkRUcddITCrnPnztKkSZNar6WjKe5f12Vkxvn79Wf26tXL8f062qMjQzrFZP/Q81A7duxwfJ/zefqzfv16Oe200+T000/3eLy6ulpmzZplppdOOeUU8zPfe+892bNnj8vzzj33XDNN5vw+tm3bZr4fQOilhOE1ASDsjhw5Yqad5syZU+uY1vnYad1PoLS2x5c//elPZtpIl6BroNHX1nocCouB6GJkBoALLdRNTU2Vzz//3PFYWVmZbN261fxZRz9OnjwpX3zxheP4li1bTA2Lu08//bTW1126dAn4XJy/3/4z7d9/1llnyVdffWX62xQWFrp81CXAOOvZs6d89913jvfqTmtpLr30UrnqqqvkjDPOMNfK03PXrl1b63107NjRUXsDILQIMwBcNG7cWMaMGWOKb3UaRwPDddddJw0aNDBTJzrddOGFF5oVP3rT1oDx+9//3uOoxquvviovvPCCueHfe++9piBWV/kE6sknn5QlS5bIv//9b7nlllukpKRExo0bZ47p1z///LNZXaTBS6eWdMrn2muvrfd0zsCBA+W8884zRcta+Lxr1y555513THGx0kCij69evdpMd+k10KJjdzrtpEXUGvJ0tdMTTzwht956a73OCYB/hBkAtejqG63zuPjii2Xw4MHSr18/MyKiS5XV/PnzpVWrVubmf/nll5tVPfn5+bVeZ8aMGWZ5tY54/P3vfzc39q5duwZ8HrqSSD90FGTlypVmdZUudVb683WkRIPLkCFDzLSPTvlo7Y4Gr/p67bXX5JxzzjEhSc/1zjvvdISju+++24wI6RJvXYLdokULueyyy2q9xjXXXCPHjh0zdUcaujTI6DUCEB5JWgUcptcGECeOHj1qeqs88sgjZpQmEDqKo6Mqnm72gfSZ0f41uiT7zDPPFCvRkKPnzNYOQORQAAygFg0ROrWjIwtaLzNz5kzzuNaLAECsYZoJgEd//vOfzfSOTjPpyIw2zrNP8QTrwQcfdFlS7fyhTevCRTsVe/u53bp1C9vPBRBeTDMBiDgt3NUPT7SQWKe0wrVNg6eCXaUruNq2bRuWnwsgvAgzAADA0phmAgAAlkaYAQAAlkaYAQAAlkaYAQAAlkaYAQAAlkaYAQAAlkaYAQAAlkaYAQAAYmX/Hwjaz8GbJLm2AAAAAElFTkSuQmCC"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 31
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Calculate the correlation between gdp_per_cap and life_exp and store as cor.",
+   "id": "37595f713eded16a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T13:41:15.448739Z",
+     "start_time": "2025-08-17T13:41:15.426775Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Correlation between gdp_per_cap and life_exp\n",
+    "cor = world_happiness['gdp_per_cap'].corr(world_happiness['life_exp'])\n",
+    "\n",
+    "print(cor)"
+   ],
+   "id": "c60abfd494c4ee2b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.7019547642148015\n"
+     ]
+    }
+   ],
+   "execution_count": 32
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Transforming variables\n",
+    "When variables have skewed distributions, they often require a transformation in order to form a linear relationship with another variable so that correlation can be computed. In this exercise, you'll perform a transformation yourself.\n",
+    "\n",
+    "pandas as pd, numpy as np, matplotlib.pyplot as plt, and seaborn as sns are imported, and world_happiness is loaded.\n",
+    "### Instructions\n",
+    "- Create a scatterplot of happiness_score versus gdp_per_cap and calculate the correlation between them."
+   ],
+   "id": "a2132f3a47d972f3"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T13:44:11.075562Z",
+     "start_time": "2025-08-17T13:44:10.999923Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Scatterplot of happiness_score vs. gdp_per_cap\n",
+    "sns.scatterplot(data=world_happiness, x='gdp_per_cap', y='happiness_score')\n",
+    "plt.show()\n",
+    "\n",
+    "# Calculate correlation\n",
+    "cor = world_happiness['gdp_per_cap'].corr(world_happiness['happiness_score'])\n",
+    "print(cor)"
+   ],
+   "id": "27af35ebb9148cf2",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.7279733012222978\n"
+     ]
+    }
+   ],
+   "execution_count": 33
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "- Add a new column to world_happiness called log_gdp_per_cap that contains the log of gdp_per_cap.\n",
+    "- Create a seaborn scatterplot of happiness_score versus log_gdp_per_cap.\n",
+    "- Calculate the correlation between log_gdp_per_cap and happiness_score."
+   ],
+   "id": "ebf4fb8173cc0fdd"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T14:00:30.588914Z",
+     "start_time": "2025-08-17T14:00:30.513641Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# import numpy as np\n",
+    "import numpy as np\n",
+    "\n",
+    "# Create log_gdp_per_cap column\n",
+    "world_happiness['log_gdp_per_cap'] = np.log(world_happiness['gdp_per_cap'])\n",
+    "\n",
+    "# Scatterplot of happiness_score vs. log_gdp_per_cap\n",
+    "sns.scatterplot(data=world_happiness, x='log_gdp_per_cap', y='happiness_score')\n",
+    "plt.show()\n",
+    "\n",
+    "# Calculate correlation\n",
+    "cor = world_happiness['log_gdp_per_cap'].corr(world_happiness['happiness_score'])\n",
+    "print(cor)"
+   ],
+   "id": "558636c8afb9ebd9",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.8043146004918288\n"
+     ]
+    }
+   ],
+   "execution_count": 43
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Does sugar improve happiness?\n",
+    "A new column has been added to world_happiness called grams_sugar_per_day, which contains the average amount of sugar eaten per person per day in each country. In this exercise, you'll examine the effect of a country's average sugar consumption on its happiness score.\n",
+    "\n",
+    "pandas as pd, matplotlib.pyplot as plt, and seaborn as sns are imported, and world_happiness is loaded.\n",
+    "### Instructions\n",
+    "- Create a seaborn scatterplot showing the relationship between grams_sugar_per_day (on the x-axis) and happiness_score (on the y-axis).\n",
+    "- Calculate the correlation between grams_sugar_per_day and happiness_score."
+   ],
+   "id": "3c0175832b87ad80"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-17T14:00:42.759416Z",
+     "start_time": "2025-08-17T14:00:42.698316Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Scatterplot of grams_sugar_per_day and happiness_score\n",
+    "sns.scatterplot(data=world_happiness, x='grams_sugar_per_day', y='happiness_score')\n",
+    "plt.show()\n",
+    "\n",
+    "# Correlation between grams_sugar_per_day and happiness_score\n",
+    "cor =  world_happiness['grams_sugar_per_day'].corr(world_happiness['happiness_score'])\n",
+    "print(cor)"
+   ],
+   "id": "e24636c632a444e5",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.6939100021829634\n"
+     ]
+    }
+   ],
+   "execution_count": 45
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/matplotlib/Aggregating DataFrames.ipynb b/matplotlib/Aggregating DataFrames.ipynb
new file mode 100644
index 0000000..8941d3f
--- /dev/null
+++ b/matplotlib/Aggregating DataFrames.ipynb	
@@ -0,0 +1,1048 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Summary statistics",
+   "id": "18338174a17f6269"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Mean and median\n",
+    "Summary statistics are exactly what they sound like - they summarize many numbers in one statistic. For example, mean, median, minimum, maximum, and standard deviation are summary statistics. Calculating summary statistics allows you to get a better sense of your data, even if there's a lot of it.\n",
+    "\n",
+    "sales is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Explore your new DataFrame first by printing the first few rows of the sales DataFrame.\n",
+    "- Print information about the columns in sales.\n",
+    "- Print the mean of the weekly_sales column.\n",
+    "- Print the median of the weekly_sales column."
+   ],
+   "id": "f06bfaa246a4e734"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T07:34:28.250599Z",
+     "start_time": "2025-08-11T07:34:28.227138Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "import pandas as pd\n",
+    "# Load the sales DataFrame\n",
+    "sales = pd.read_csv('data/sales.csv')"
+   ],
+   "id": "a6411a7f3752806a",
+   "outputs": [],
+   "execution_count": 7
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T07:28:13.407948Z",
+     "start_time": "2025-08-11T07:28:13.366419Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# # Print the head of the sales DataFrame\n",
+    "print(sales.head())\n",
+    "#\n",
+    "# # Print the info about the sales DataFrame\n",
+    "print(sales.info())\n",
+    "\n",
+    "# Print the mean of weekly_sales\n",
+    "print(sales[\"weekly_sales\"].mean())\n",
+    "\n",
+    "# Print the median of weekly_sales\n",
+    "print(sales['weekly_sales'].median())"
+   ],
+   "id": "e9862cfe1d65f119",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   store type  department        date  weekly_sales  is_holiday  \\\n",
+      "0      1    A           1  2010-03-05      21827.90       False   \n",
+      "1      1    A           1  2010-04-02      57258.43       False   \n",
+      "2      1    A           1  2010-05-07      17413.94       False   \n",
+      "3      1    A           1  2010-06-04      17558.09       False   \n",
+      "4      1    A           1  2010-07-02      16333.14       False   \n",
+      "\n",
+      "   temperature_c  fuel_price_usd_per_l  unemployment  \n",
+      "0       8.055556              0.693452           NaN  \n",
+      "1      16.816667              0.718284           NaN  \n",
+      "2      22.527778              0.748928           NaN  \n",
+      "3      27.050000              0.714586           NaN  \n",
+      "4      27.172222              0.705076           NaN  \n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 10773 entries, 0 to 10772\n",
+      "Data columns (total 9 columns):\n",
+      " #   Column                Non-Null Count  Dtype  \n",
+      "---  ------                --------------  -----  \n",
+      " 0   store                 10773 non-null  int64  \n",
+      " 1   type                  10773 non-null  object \n",
+      " 2   department            10773 non-null  int64  \n",
+      " 3   date                  10773 non-null  object \n",
+      " 4   weekly_sales          10773 non-null  float64\n",
+      " 5   is_holiday            10773 non-null  bool   \n",
+      " 6   temperature_c         10773 non-null  float64\n",
+      " 7   fuel_price_usd_per_l  10773 non-null  float64\n",
+      " 8   unemployment          0 non-null      float64\n",
+      "dtypes: bool(1), float64(4), int64(2), object(2)\n",
+      "memory usage: 684.0+ KB\n",
+      "None\n",
+      "23843.849846839323\n",
+      "12045.05\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Summarizing dates\n",
+    "Summary statistics can also be calculated on date columns that have values with the data type datetime64. Some summary statistics — like mean — don't make a ton of sense on dates, but others are super helpful, for example, minimum and maximum, which allow you to see what time range your data covers.\n",
+    "\n",
+    "`sales` is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Print the maximum of the date column.\n",
+    "- Print the minimum of the date column."
+   ],
+   "id": "43b216da863b1229"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T07:30:11.884929Z",
+     "start_time": "2025-08-11T07:30:11.870349Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print the maximum of the date column\n",
+    "print(sales['date'].max())\n",
+    "\n",
+    "# Print the minimum of the date column\n",
+    "print(sales['date'].min())"
+   ],
+   "id": "26999f4abc3621ea",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2012-10-26\n",
+      "2010-02-05\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Efficient summaries\n",
+    "While pandas and NumPy have tons of functions, sometimes, you may need a different function to summarize your data.\n",
+    "\n",
+    "The .agg() method allows you to apply your own custom functions to a DataFrame, as well as apply functions to more than one column of a DataFrame at once, making your aggregations super-efficient. For example,\n",
+    "\n",
+    "    df['column'].agg(function)\n",
+    "In the custom function for this exercise, \"IQR\" is short for inter-quartile range, which is the 75th percentile minus the 25th percentile. It's an alternative to standard deviation that is helpful if your data contains outliers.\n",
+    "\n",
+    "sales is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Use the custom iqr function defined for you along with .agg() to print the IQR of the temperature_c column of sales.\n",
+    "- Update the column selection to use the custom iqr function with .agg() to print the IQR of temperature_c, fuel_price_usd_per_l, and unemployment, in that order.\n",
+    "-Update the aggregation functions called by .agg(): include iqr and \"median\" in that order.\n"
+   ],
+   "id": "be8551a7f781e27a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T07:32:56.929996Z",
+     "start_time": "2025-08-11T07:32:56.920168Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# A custom IQR function\n",
+    "def iqr(column):\n",
+    "    return column.quantile(0.75) - column.quantile(0.25)\n",
+    "\n",
+    "# Print IQR of the temperature_c column\n",
+    "print(sales['temperature_c'].agg(iqr))"
+   ],
+   "id": "7b2f80ed63799cf7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "16.583334\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T07:34:32.594479Z",
+     "start_time": "2025-08-11T07:34:32.584721Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Update to print IQR of temperature_c, fuel_price_usd_per_l, & unemployment\n",
+    "print(sales[[\"temperature_c\", \"fuel_price_usd_per_l\", \"unemployment\"]].agg(iqr))"
+   ],
+   "id": "a460db79bb8b59a2",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "temperature_c           16.583334\n",
+      "fuel_price_usd_per_l     0.073175\n",
+      "unemployment             0.565000\n",
+      "dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T07:36:01.476245Z",
+     "start_time": "2025-08-11T07:36:01.464449Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Update to print IQR and median of temperature_c, fuel_price_usd_per_l, & unemployment\n",
+    "print(sales[[\"temperature_c\", \"fuel_price_usd_per_l\", \"unemployment\"]].agg([iqr, \"median\"]))"
+   ],
+   "id": "5fdb0e65df9982c7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "        temperature_c  fuel_price_usd_per_l  unemployment\n",
+      "iqr         16.583334              0.073175         0.565\n",
+      "median      16.966667              0.743381         8.099\n"
+     ]
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Cumulative statistics\n",
+    "Cumulative statistics can also be helpful in tracking summary statistics over time. In this exercise, you'll calculate the cumulative sum and cumulative max of a department's weekly sales, which will allow you to identify what the total sales were so far as well as what the highest weekly sales were so far.\n",
+    "\n",
+    "A DataFrame called sales_1_1 has been created for you, which contains the sales data for department 1 of store 1. pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Sort the rows of sales_1_1 by the date column in ascending order.\n",
+    "- Get the cumulative sum of weekly_sales and add it as a new column of sales_1_1 called cum_weekly_sales.\n",
+    "- Get the cumulative maximum of weekly_sales, and add it as a column called cum_max_sales.\n",
+    "- Print the date, weekly_sales, cum_weekly_sales, and cum_max_sales columns."
+   ],
+   "id": "1f17b633a3936d23"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T07:46:08.109629Z",
+     "start_time": "2025-08-11T07:46:08.101196Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Sort sales_1_1 by date\n",
+    "sales_1_1 = sales[(sales[\"store\"] == 1) & (sales[\"department\"] == 1)].sort_values(\"date\", ascending=True)\n",
+    "# Get the cumulative sum of weekly_sales, add as cum_weekly_sales col\n",
+    "sales_1_1[\"cum_weekly_sales\"] = sales_1_1[\"weekly_sales\"].cumsum()\n",
+    "\n",
+    "# Get the cumulative max of weekly_sales, add as cum_max_sales col\n",
+    "sales_1_1[\"cum_max_sales\"] = sales_1_1[\"weekly_sales\"].cummax()\n",
+    "\n",
+    "# See the columns you calculated\n",
+    "print(sales_1_1[[\"date\", \"weekly_sales\", \"cum_weekly_sales\", \"cum_max_sales\"]])"
+   ],
+   "id": "a0c90db5ac68c2c",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "          date  weekly_sales  cum_weekly_sales  cum_max_sales\n",
+      "0   2010-02-05      24924.50          24924.50       24924.50\n",
+      "1   2010-03-05      21827.90          46752.40       24924.50\n",
+      "2   2010-04-02      57258.43         104010.83       57258.43\n",
+      "3   2010-05-07      17413.94         121424.77       57258.43\n",
+      "4   2010-06-04      17558.09         138982.86       57258.43\n",
+      "5   2010-07-02      16333.14         155316.00       57258.43\n",
+      "6   2010-08-06      17508.41         172824.41       57258.43\n",
+      "7   2010-09-03      16241.78         189066.19       57258.43\n",
+      "8   2010-10-01      20094.19         209160.38       57258.43\n",
+      "9   2010-11-05      34238.88         243399.26       57258.43\n",
+      "10  2010-12-03      22517.56         265916.82       57258.43\n",
+      "11  2011-01-07      15984.24         281901.06       57258.43\n"
+     ]
+    }
+   ],
+   "execution_count": 14
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Counting",
+   "id": "ae558bcb9c50ca1c"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Dropping duplicates\n",
+    "Removing duplicates is an essential skill to get accurate counts because often, you don't want to count the same thing multiple times. In this exercise, you'll create some new DataFrames using unique values from sales.\n",
+    "\n",
+    "sales is available and pandas is imported as pd.\n",
+    "### Instructions\n",
+    "- Remove rows of sales with duplicate pairs of store and type and save as store_types and print the head.\n",
+    "- Remove rows of sales with duplicate pairs of store and department and save as store_depts and print the head.\n",
+    "- Subset the rows that are holiday weeks using the is_holiday column, and drop the duplicate dates, saving as holiday_dates.\n",
+    "- Select the date column of holiday_dates, and print."
+   ],
+   "id": "fc7d11ae36a4425"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T09:39:11.071370Z",
+     "start_time": "2025-08-11T09:39:11.062698Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Drop duplicate store/type combinations\n",
+    "store_types = sales.drop_duplicates(subset=[\"store\", \"type\"])\n",
+    "# Print the head of store_types\n",
+    "print(store_types.head())"
+   ],
+   "id": "5e4f349f7e899266",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      store type  department        date  weekly_sales  is_holiday  \\\n",
+      "0         1    A           1  2010-02-05      24924.50       False   \n",
+      "901       2    A           1  2010-02-05      35034.06       False   \n",
+      "1798      4    A           1  2010-02-05      38724.42       False   \n",
+      "2699      6    A           1  2010-02-05      25619.00       False   \n",
+      "3593     10    B           1  2010-02-05      40212.84       False   \n",
+      "\n",
+      "      temperature_c  fuel_price_usd_per_l  unemployment  \n",
+      "0          5.727778              0.679451         8.106  \n",
+      "901        4.550000              0.679451         8.324  \n",
+      "1798       6.533333              0.686319         8.623  \n",
+      "2699       4.683333              0.679451         7.259  \n",
+      "3593      12.411111              0.782478         9.765  \n"
+     ]
+    }
+   ],
+   "execution_count": 24
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T10:07:11.874963Z",
+     "start_time": "2025-08-11T10:07:11.867776Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Drop duplicate store/department combinations\n",
+    "store_depts = sales.drop_duplicates(subset=[\"store\", \"department\"])"
+   ],
+   "id": "c47b221b0fb4de13",
+   "outputs": [],
+   "execution_count": 34
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T09:04:18.678329Z",
+     "start_time": "2025-08-11T09:04:18.655764Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset the rows where is_holiday is True and drop duplicate dates\n",
+    "holiday_dates = sales[sales[\"is_holiday\"]].drop_duplicates(subset=[\"date\"])\n",
+    "# Print date col of holiday_dates\n",
+    "print(holiday_dates)"
+   ],
+   "id": "a4f1f16f05aaeef7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      store type  department        date  weekly_sales  is_holiday  \\\n",
+      "498       1    A          45  2010-09-10         11.47        True   \n",
+      "691       1    A          77  2011-11-25       1431.00        True   \n",
+      "2315      4    A          47  2010-02-12        498.00        True   \n",
+      "6735     19    A          39  2012-09-07         13.41        True   \n",
+      "6810     19    A          47  2010-12-31       -449.00        True   \n",
+      "6815     19    A          47  2012-02-10         15.00        True   \n",
+      "6820     19    A          48  2011-09-09        197.00        True   \n",
+      "\n",
+      "      temperature_c  fuel_price_usd_per_l  unemployment  \n",
+      "498       25.938889              0.677602         7.787  \n",
+      "691       15.633333              0.854861         7.866  \n",
+      "2315      -1.755556              0.679715         8.623  \n",
+      "6735      22.333333              1.076766         8.193  \n",
+      "6810      -1.861111              0.881278         8.067  \n",
+      "6815       0.338889              1.010723         7.943  \n",
+      "6820      20.155556              1.038197         7.806  \n"
+     ]
+    }
+   ],
+   "execution_count": 15
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Counting categorical variables\n",
+    "Counting is a great way to get an overview of your data and to spot curiosities that you might not notice otherwise. In this exercise, you'll count the number of each type of store and the number of each department number using the DataFrames you created in the previous exercise:\n",
+    "\n",
+    "    # Drop duplicate store/type combinations\n",
+    "    store_types = sales.drop_duplicates(subset=[\"store\", \"type\"])\n",
+    "\n",
+    "    # Drop duplicate store/department combinations\n",
+    "    store_depts = sales.drop_duplicates(subset=[\"store\", \"department\"])\n",
+    "The store_types and store_depts DataFrames you created in the last exercise are available, and pandas is imported as pd.\n",
+    "### Instructions\n",
+    "- Count the number of stores of each store type in store_types.\n",
+    "- Count the proportion of stores of each store type in store_types.\n",
+    "- Count the number of stores of each department in store_depts, sorting the counts in descending order.\n",
+    "- Count the proportion of stores of each department in store_depts, sorting the proportions in descending order."
+   ],
+   "id": "5cf7213731c6904b"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T09:44:46.758362Z",
+     "start_time": "2025-08-11T09:44:46.738412Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Count the number of stores of each type\n",
+    "store_type_counts = store_types[\"type\"].value_counts()\n",
+    "print(store_type_counts)"
+   ],
+   "id": "84c824d3d07311c6",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "store  type  department  date        weekly_sales  is_holiday  temperature_c  fuel_price_usd_per_l  unemployment\n",
+      "1      A     1           2010-02-05  24924.50      False        5.727778      0.679451              8.106           1\n",
+      "2      A     1           2010-02-05  35034.06      False        4.550000      0.679451              8.324           1\n",
+      "4      A     1           2010-02-05  38724.42      False        6.533333      0.686319              8.623           1\n",
+      "6      A     1           2010-02-05  25619.00      False        4.683333      0.679451              7.259           1\n",
+      "10     B     1           2010-02-05  40212.84      False        12.411111     0.782478              9.765           1\n",
+      "13     A     1           2010-02-05  46761.90      False       -0.261111      0.704283              8.316           1\n",
+      "14     A     1           2010-02-05  32842.31      False       -2.605556      0.735455              8.992           1\n",
+      "19     A     1           2010-02-05  21500.58      False       -6.133333      0.780365              8.350           1\n",
+      "20     A     1           2010-02-05  46021.21      False       -3.377778      0.735455              8.187           1\n",
+      "27     A     1           2010-02-05  32313.79      False       -2.672222      0.780365              8.237           1\n",
+      "31     A     1           2010-02-05  18187.71      False        3.916667      0.679451              8.324           1\n",
+      "39     A     1           2010-02-05  21244.50      False        6.833333      0.679451              8.554           1\n",
+      "Name: count, dtype: int64\n"
+     ]
+    }
+   ],
+   "execution_count": 29
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T10:02:40.562486Z",
+     "start_time": "2025-08-11T10:02:40.538342Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Get the proportion of stores of each type\n",
+    "store_props = store_types[\"type\"].value_counts(normalize=True)\n",
+    "print(store_props)"
+   ],
+   "id": "2d94e8fb1f4eecfb",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "type\n",
+      "A    0.916667\n",
+      "B    0.083333\n",
+      "Name: proportion, dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 30
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T10:42:52.305457Z",
+     "start_time": "2025-08-11T10:42:52.284747Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# # Count the number of stores for each department and sort\n",
+    "dept_counts_sorted = store_depts[\"department\"].value_counts().sort_values(ascending=False)\n",
+    "print(dept_counts_sorted)"
+   ],
+   "id": "517d03cb22868e39",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "department\n",
+      "1     12\n",
+      "3     12\n",
+      "5     12\n",
+      "6     12\n",
+      "7     12\n",
+      "      ..\n",
+      "37    10\n",
+      "48     8\n",
+      "50     6\n",
+      "39     4\n",
+      "43     2\n",
+      "Name: count, Length: 80, dtype: int64\n"
+     ]
+    }
+   ],
+   "execution_count": 36
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T10:43:50.674440Z",
+     "start_time": "2025-08-11T10:43:50.655995Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# # Get the proportion of stores in each department and sort\n",
+    "dept_props_sorted = store_depts[\"department\"].value_counts(sort=True, normalize=True)\n",
+    "print(dept_props_sorted)"
+   ],
+   "id": "4b78b01bab5671b3",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "department\n",
+      "1     0.012917\n",
+      "55    0.012917\n",
+      "72    0.012917\n",
+      "71    0.012917\n",
+      "67    0.012917\n",
+      "        ...   \n",
+      "37    0.010764\n",
+      "48    0.008611\n",
+      "50    0.006459\n",
+      "39    0.004306\n",
+      "43    0.002153\n",
+      "Name: proportion, Length: 80, dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 37
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Grouped summary statistics",
+   "id": "8dd8151db277f116"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## What percent of sales occurred at each store type?\n",
+    "While .groupby() is useful, you can calculate grouped summary statistics without it.\n",
+    "\n",
+    "Walmart distinguishes three types of stores: \"supercenters,\" \"discount stores,\" and \"neighborhood markets,\" encoded in this dataset as type \"A,\" \"B,\" and \"C.\" In this exercise, you'll calculate the total sales made at each store type, without using .groupby(). You can then use these numbers to see what proportion of Walmart's total sales were made at each type.\n",
+    "\n",
+    "sales is available and pandas is imported as pd.\n",
+    "### Instructions\n",
+    "- Calculate the total weekly_sales over the whole dataset.\n",
+    "- Subset for type \"A\" stores, and calculate their total weekly sales.\n",
+    "- Do the same for type \"B\" and type \"C\" stores.\n",
+    "- Combine the A/B/C results into a list, and divide by sales_all to get the proportion of sales by type."
+   ],
+   "id": "3eb15d888ae2906"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:10:21.797873Z",
+     "start_time": "2025-08-11T11:10:21.758586Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Calc total weekly sales\n",
+    "sales_all = sales[\"weekly_sales\"].sum()\n",
+    "\n",
+    "# Subset for type A stores, calc total weekly sales\n",
+    "sales_A = sales[sales[\"type\"] == \"A\"][\"weekly_sales\"].sum()\n",
+    "\n",
+    "# Subset for type B stores, calc total weekly sales\n",
+    "sales_B = sales[sales[\"type\"] == \"B\"][\"weekly_sales\"].sum()\n",
+    "\n",
+    "# Subset for type C stores, calc total weekly sales\n",
+    "sales_C = sales[sales[\"type\"] == \"C\"][\"weekly_sales\"].sum()\n",
+    "\n",
+    "# Get proportion for each type\n",
+    "sales_propn_by_type = [sales_A, sales_B, sales_C] / sales_all\n",
+    "print(sales_propn_by_type)"
+   ],
+   "id": "ca45be99233e550e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.9097747 0.0902253 0.       ]\n"
+     ]
+    }
+   ],
+   "execution_count": 38
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Calculations with .groupby()\n",
+    "The .groupby() method makes life much easier. In this exercise, you'll perform the same calculations as last time, except you'll use the .groupby() method. You'll also perform calculations on data grouped by two variables to see if sales differ by store type depending on if it's a holiday week or not.\n",
+    "\n",
+    "sales is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Group sales by \"type\", take the sum of \"weekly_sales\", and store as sales_by_type.\n",
+    "- Calculate the proportion of sales at each store type by dividing by the sum of sales_by_type. Assign to sales_propn_by_type."
+   ],
+   "id": "1f99df3075255403"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:16:58.315422Z",
+     "start_time": "2025-08-11T11:16:58.276722Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Group by type; calc total weekly sales\n",
+    "sales_by_type = sales.groupby(\"type\")[\"weekly_sales\"].sum()\n",
+    "\n",
+    "# Get proportion for each type\n",
+    "sales_propn_by_type = sales_by_type /sum(sales_by_type)\n",
+    "print(sales_propn_by_type)"
+   ],
+   "id": "47df934375068172",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "type\n",
+      "A    0.909775\n",
+      "B    0.090225\n",
+      "Name: weekly_sales, dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 39
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Group sales by \"type\" and \"is_holiday\", take the sum of weekly_sales, and store as sales_by_type_is_holiday.",
+   "id": "fb93ef69e27d8b93"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:19:56.680814Z",
+     "start_time": "2025-08-11T11:19:56.659126Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Group by type and is_holiday; calc total weekly sales\n",
+    "sales_by_type_is_holiday = sales.groupby([\"type\", \"is_holiday\"])[\"weekly_sales\"].sum()\n",
+    "print(sales_by_type_is_holiday)"
+   ],
+   "id": "8a8f378cbec4799a",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "type  is_holiday\n",
+      "A     False         2.336927e+08\n",
+      "      True          2.360181e+04\n",
+      "B     False         2.317678e+07\n",
+      "      True          1.621410e+03\n",
+      "Name: weekly_sales, dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 40
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Multiple grouped summaries\n",
+    "Earlier in this chapter, you saw that the .agg() method is useful to compute multiple statistics on multiple variables. It also works with grouped data. You can use built-in functions like min, max, mean, and median.\n",
+    "\n",
+    "sales is available and pandas is imported as pd.\n",
+    "### Instructions\n",
+    "- Get the min, max, mean, and median of weekly_sales for each store type using .groupby() and .agg(). Store this as sales_stats.\n",
+    "- Get the min, max, mean, and median of unemployment and fuel_price_usd_per_l for each store type. Store this as unemp_fuel_stats."
+   ],
+   "id": "c6ccb9c15e90d8c5"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:30:44.389593Z",
+     "start_time": "2025-08-11T11:30:44.364710Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# For each store type, aggregate weekly_sales: get min, max, mean, and median\n",
+    "sales_stats = sales.groupby(\"type\")[\"weekly_sales\"].agg([\"min\", \"max\", \"mean\", \"median\"])\n",
+    "\n",
+    "# Print sales_stats\n",
+    "print(sales_stats)\n",
+    "\n",
+    "# For each store type, aggregate unemployment and fuel_price_usd_per_l: get min, max, mean, and median\n",
+    "unemp_fuel_stats = sales.groupby(\"type\")[[\"unemployment\", \"fuel_price_usd_per_l\"]].agg([\"min\", \"max\", \"mean\", \"median\"])\n",
+    "\n",
+    "# Print unemp_fuel_stats\n",
+    "print(unemp_fuel_stats)"
+   ],
+   "id": "f8c5e7ae1a40d44b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "         min        max          mean    median\n",
+      "type                                           \n",
+      "A    -1098.0  293966.05  23674.667242  11943.92\n",
+      "B     -798.0  232558.51  25696.678370  13336.08\n",
+      "     unemployment                         fuel_price_usd_per_l            \\\n",
+      "              min    max      mean median                  min       max   \n",
+      "type                                                                       \n",
+      "A           3.879  8.992  7.972611  8.067             0.664129  1.107410   \n",
+      "B           7.170  9.765  9.279323  9.199             0.760023  1.107674   \n",
+      "\n",
+      "                          \n",
+      "          mean    median  \n",
+      "type                      \n",
+      "A     0.744619  0.735455  \n",
+      "B     0.805858  0.803348  \n"
+     ]
+    }
+   ],
+   "execution_count": 42
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Pivot tables",
+   "id": "438b05139cc0dce0"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Pivoting on one variable\n",
+    "Pivot tables are the standard way of aggregating data in spreadsheets.\n",
+    "\n",
+    "In pandas, pivot tables are essentially another way of performing grouped calculations. That is, the .pivot_table() method is an alternative to .groupby().\n",
+    "\n",
+    "In this exercise, you'll perform calculations using .pivot_table() to replicate the calculations you performed in the last lesson using .groupby().\n",
+    "\n",
+    "sales is available and pandas is imported as pd.\n",
+    "### Instructions\n",
+    "- Get the mean weekly_sales by type using .pivot_table() and store as mean_sales_by_type."
+   ],
+   "id": "d3eeb81e6dc0dd48"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:39:32.140070Z",
+     "start_time": "2025-08-11T11:39:32.128061Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Pivot for mean weekly_sales for each store type\n",
+    "mean_sales_by_type = sales.pivot_table(index=\"type\", values=\"weekly_sales\")\n",
+    "\n",
+    "# Print mean_sales_by_type\n",
+    "print(mean_sales_by_type)"
+   ],
+   "id": "3c6b9ae00953ee7e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      weekly_sales\n",
+      "type              \n",
+      "A     23674.667242\n",
+      "B     25696.678370\n"
+     ]
+    }
+   ],
+   "execution_count": 45
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Get the mean and median of weekly_sales by type using .pivot_table() and store as mean_med_sales_by_type.",
+   "id": "9303069bc4ca19ce"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:41:11.838899Z",
+     "start_time": "2025-08-11T11:41:11.802456Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Pivot for mean and median weekly_sales for each store type\n",
+    "mean_med_sales_by_type = sales.pivot_table(index=\"type\", values=\"weekly_sales\", aggfunc=[\"mean\", \"median\"])\n",
+    "\n",
+    "# Print mean_med_sales_by_type\n",
+    "print(mean_med_sales_by_type)"
+   ],
+   "id": "12570b51b4f95a1e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "              mean       median\n",
+      "      weekly_sales weekly_sales\n",
+      "type                           \n",
+      "A     23674.667242     11943.92\n",
+      "B     25696.678370     13336.08\n"
+     ]
+    }
+   ],
+   "execution_count": 46
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Get the mean of weekly_sales by type and is_holiday using .pivot_table() and store as mean_sales_by_type_holiday.",
+   "id": "5b72b8a98dbddbc2"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:43:26.490879Z",
+     "start_time": "2025-08-11T11:43:26.455776Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Pivot for mean weekly_sales by store type and holiday\n",
+    "mean_sales_by_type_holiday = sales.pivot_table(\n",
+    "    index=\"type\",\n",
+    "    columns=\"is_holiday\",\n",
+    "    values=\"weekly_sales\",\n",
+    "    aggfunc=\"mean\")\n",
+    "\n",
+    "# Print mean_sales_by_type_holiday\n",
+    "print(mean_sales_by_type_holiday)"
+   ],
+   "id": "d57c0dd39ecc228b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "is_holiday         False      True \n",
+      "type                               \n",
+      "A           23768.583523  590.04525\n",
+      "B           25751.980533  810.70500\n"
+     ]
+    }
+   ],
+   "execution_count": 47
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Fill in missing values and sum values with pivot tables\n",
+    "The .pivot_table() method has several useful arguments, including fill_value and margins.\n",
+    "\n",
+    "fill_value replaces missing values with a real value (known as imputation). What to replace missing values with is a topic big enough to have its own course (Dealing with Missing Data in Python), but the simplest thing to do is to substitute a dummy value.\n",
+    "margins is a shortcut for when you pivoted by two variables, but also wanted to pivot by each of those variables separately: it gives the row and column totals of the pivot table contents.\n",
+    "In this exercise, you'll practice using these arguments to up your pivot table skills, which will help you crunch numbers more efficiently!\n",
+    "\n",
+    "sales is available and pandas is imported as pd.\n",
+    "### Instructions\n",
+    "- Print the mean weekly_sales by department and type, filling in any missing values with 0."
+   ],
+   "id": "e7bc64156433956a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:46:03.461173Z",
+     "start_time": "2025-08-11T11:46:03.429265Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print mean weekly_sales by department and type; fill missing values with 0\n",
+    "print(sales.pivot_table(\n",
+    "    index=\"department\",\n",
+    "    columns=\"type\",\n",
+    "    values=\"weekly_sales\",\n",
+    "    aggfunc=\"mean\",\n",
+    "    fill_value=0))"
+   ],
+   "id": "35cf974c3ec38b03",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "type                    A              B\n",
+      "department                              \n",
+      "1            30961.725379   44050.626667\n",
+      "2            67600.158788  112958.526667\n",
+      "3            17160.002955   30580.655000\n",
+      "4            44285.399091   51219.654167\n",
+      "5            34821.011364   63236.875000\n",
+      "...                   ...            ...\n",
+      "95          123933.787121   77082.102500\n",
+      "96           21367.042857    9528.538333\n",
+      "97           28471.266970    5828.873333\n",
+      "98           12875.423182     217.428333\n",
+      "99             379.123659       0.000000\n",
+      "\n",
+      "[80 rows x 2 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 48
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Print the mean weekly_sales by department and type, filling in any missing values with 0 and summing all rows and columns.",
+   "id": "c40cb9d19006ee98"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T11:47:08.627426Z",
+     "start_time": "2025-08-11T11:47:08.590448Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print the mean weekly_sales by department and type; fill missing values with 0s; sum all rows and cols\n",
+    "print(sales.pivot_table(values=\"weekly_sales\", index=\"department\", columns=\"type\",\n",
+    "                        aggfunc=\"mean\", fill_value=0, margins=True))"
+   ],
+   "id": "e56e32d9782e87b7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "type                   A              B           All\n",
+      "department                                           \n",
+      "1           30961.725379   44050.626667  32052.467153\n",
+      "2           67600.158788  112958.526667  71380.022778\n",
+      "3           17160.002955   30580.655000  18278.390625\n",
+      "4           44285.399091   51219.654167  44863.253681\n",
+      "5           34821.011364   63236.875000  37189.000000\n",
+      "...                  ...            ...           ...\n",
+      "96          21367.042857    9528.538333  20337.607681\n",
+      "97          28471.266970    5828.873333  26584.400833\n",
+      "98          12875.423182     217.428333  11820.590278\n",
+      "99            379.123659       0.000000    379.123659\n",
+      "All         23674.667242   25696.678370  23843.950149\n",
+      "\n",
+      "[81 rows x 3 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 49
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/matplotlib/Creating and Visualizing DataFrames.ipynb b/matplotlib/Creating and Visualizing DataFrames.ipynb
new file mode 100644
index 0000000..59617da
--- /dev/null
+++ b/matplotlib/Creating and Visualizing DataFrames.ipynb	
@@ -0,0 +1,1069 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Visualizing your data",
+   "id": "42a690b1bf2dfea5"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Which avocado size is most popular?\n",
+    "Avocados are increasingly popular and delicious in guacamole and on toast. The Hass Avocado Board keeps track of avocado supply and demand across the USA, including the sales of three different sizes of avocado. In this exercise, you'll use a bar plot to figure out which size is the most popular.\n",
+    "\n",
+    "Bar plots are great for revealing relationships between categorical (size) and numeric (number sold) variables, but you'll often have to manipulate your data first in order to get the numbers you need for plotting.\n",
+    "\n",
+    "pandas has been imported as pd, and avocados is available\n",
+    "### Instructions\n",
+    "- Print the head of the avocados dataset. What columns are available?\n",
+    "- For each avocado size group, calculate the total number sold, storing as nb_sold_by_size.\n",
+    "- Create a bar plot of the number of avocados sold by size.\n",
+    "- Show the plot."
+   ],
+   "id": "d0af03ff0b9c2b0c"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:30:31.200348Z",
+     "start_time": "2025-08-13T08:30:30.556471Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import matplotlib.pyplot with alias plt\n",
+    "import matplotlib.pyplot as plt\n",
+    "import pandas as pd\n",
+    "# Load the avocados dataset\n",
+    "avocados = pd.read_csv('data/avocados.csv')"
+   ],
+   "id": "50899a4519a603ca",
+   "outputs": [],
+   "execution_count": 2
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T06:54:11.215543Z",
+     "start_time": "2025-08-13T06:54:11.088037Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Look at the first few rows of data\n",
+    "print(avocados.head())\n",
+    "\n",
+    "# Get the total number of avocados sold of each size\n",
+    "nb_sold_by_size = avocados.groupby('size')['nb_sold'].sum()\n",
+    "\n",
+    "# Create a bar plot of the number of avocados sold by size\n",
+    "nb_sold_by_size.plot(kind='bar', color='green', edgecolor='black')\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "32df4c959de13f71",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "         date          type  year  avg_price   size     nb_sold\n",
+      "0  2015-12-27  conventional  2015       0.95  small  9626901.09\n",
+      "1  2015-12-20  conventional  2015       0.98  small  8710021.76\n",
+      "2  2015-12-13  conventional  2015       0.93  small  9855053.66\n",
+      "3  2015-12-06  conventional  2015       0.89  small  9405464.36\n",
+      "4  2015-11-29  conventional  2015       0.99  small  8094803.56\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Changes in sales over time\n",
+    "Line plots are designed to visualize the relationship between two numeric variables, where each data values is connected to the next one. They are especially useful for visualizing the change in a number over time since each time point is naturally connected to the next time point. In this exercise, you'll visualize the change in avocado sales over three years.\n",
+    "\n",
+    "pandas has been imported as pd, and avocados is available.\n",
+    "### Instructions\n",
+    "- Get the total number of avocados sold on each date. The DataFrame has two rows for each date—one for organic, and one for conventional. Save this as nb_sold_by_date.\n",
+    "- Create a line plot of the number of avocados sold.\n",
+    "- Show the plot."
+   ],
+   "id": "6891485905ae0f2a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:07:18.283600Z",
+     "start_time": "2025-08-13T07:07:18.216215Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Get the total number of avocados sold on each date\n",
+    "nb_sold_by_date = avocados.groupby('date')['nb_sold'].sum()\n",
+    "\n",
+    "plt.figure(figsize=(10, 6))\n",
+    "# Create a line plot of the number of avocados sold by date\n",
+    "nb_sold_by_date.plot(kind='line', color='blue')\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "c94168ab9f21de16",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 1000x600 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 13
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Avocado supply and demand\n",
+    "Scatter plots are ideal for visualizing relationships between numerical variables. In this exercise, you'll compare the number of avocados sold to average price and see if they're at all related. If they're related, you may be able to use one number to predict the other.\n",
+    "\n",
+    "matplotlib.pyplot has been imported as plt, pandas has been imported as pd, and avocados is available.\n",
+    "### Instructions\n",
+    "- Create a scatter plot with nb_sold on the x-axis and avg_price on the y-axis. Title it \"Number of avocados sold vs. average price\".\n",
+    "- Show the plot."
+   ],
+   "id": "8226c76c9e3c6b1"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:12:30.950634Z",
+     "start_time": "2025-08-13T07:12:30.882153Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Scatter plot of avg_price vs. nb_sold with title\n",
+    "avocados.plot(kind='scatter', x='nb_sold', y='avg_price', title='Number of avocados sold vs. average price', color='blue')\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "6436feeb0f755ed8",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 21
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Price of conventional vs. organic avocados\n",
+    "Creating multiple plots for different subsets of data allows you to compare groups. In this exercise, you'll create multiple histograms to compare the prices of conventional and organic avocados.\n",
+    "\n",
+    "matplotlib.pyplot has been imported as plt and pandas has been imported as pd.\n",
+    "### Instructions\n",
+    "- Subset avocados for the \"conventional\" type and create a histogram of the avg_price column.\n",
+    "- Create a histogram of avg_price for \"organic\" type avocados.\n",
+    "- Add a legend to your plot, with the names \"conventional\" and \"organic\".\n",
+    "- Show your plot."
+   ],
+   "id": "47ddeb019d7d1947"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:31:12.995060Z",
+     "start_time": "2025-08-13T07:31:12.928072Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Modify histogram transparency to 0.5\n",
+    "avocados[avocados[\"type\"] == \"conventional\"][\"avg_price\"].hist()\n",
+    "\n",
+    "# Modify histogram transparency to 0.5\n",
+    "avocados[avocados[\"type\"] == \"organic\"][\"avg_price\"].hist()\n",
+    "\n",
+    "# Add a legend\n",
+    "plt.legend(['conventional', 'organic'])\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "95261cd6fe7c7617",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 28
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Instructions\n",
+    "- Modify your code to adjust the transparency of both histograms to 0.5 to see how much overlap there is between the two distributions."
+   ],
+   "id": "99011b6dc7c8cef2"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:34:20.057097Z",
+     "start_time": "2025-08-13T07:34:19.989439Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Modify bins to 20\n",
+    "avocados[avocados[\"type\"] == \"conventional\"][\"avg_price\"].hist(alpha=0.5)\n",
+    "\n",
+    "# Modify bins to 20\n",
+    "avocados[avocados[\"type\"] == \"organic\"][\"avg_price\"].hist(alpha=0.5)\n",
+    "\n",
+    "# Add a legend\n",
+    "plt.legend([\"conventional\", \"organic\"])\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "8608c5e58b8e5387",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 29
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Instructions\n",
+    "- Modify your code to use 20 bins in both histograms."
+   ],
+   "id": "de3c9acdd95dc3d4"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:35:08.797303Z",
+     "start_time": "2025-08-13T07:35:08.724540Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Modify bins to 20\n",
+    "avocados[avocados[\"type\"] == \"conventional\"][\"avg_price\"].hist(alpha=0.5)\n",
+    "\n",
+    "# Modify bins to 20\n",
+    "avocados[avocados[\"type\"] == \"organic\"][\"avg_price\"].hist(alpha=0.5, bins=20)\n",
+    "\n",
+    "# Add a legend\n",
+    "plt.legend([\"conventional\", \"organic\"])\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "bbf237abd6a9985a",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 30
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Missing values",
+   "id": "4f0efd411c871a03"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Finding missing values\n",
+    "Missing values are everywhere, and you don't want them interfering with your work. Some functions ignore missing data by default, but that's not always the behavior you might want. Some functions can't handle missing values at all, so these values need to be taken care of before you can use them. If you don't know where your missing values are, or if they exist, you could make mistakes in your analysis. In this exercise, you'll determine if there are missing values in the dataset, and if so, how many.\n",
+    "\n",
+    "pandas has been imported as pd and avocados_2016, a subset of avocados that contains only sales from 2016, is available.\n",
+    "### Instructions\n",
+    "- Print a DataFrame that shows whether each value in avocados_2016 is missing or not.\n",
+    "- Print a summary that shows whether any value in each column is missing or not.\n",
+    "- Create a bar plot of the total number of missing values in each column."
+   ],
+   "id": "a4b41a3891172c98"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:49:56.926734Z",
+     "start_time": "2025-08-13T07:49:56.887539Z"
+    }
+   },
+   "cell_type": "code",
+   "source": "avocados_2016 = pd.read_csv('data/avocados_2016.csv')",
+   "id": "8a7ea9c7f85b03c5",
+   "outputs": [],
+   "execution_count": 31
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:55:19.410072Z",
+     "start_time": "2025-08-13T07:55:19.396734Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Check individual values for missing values\n",
+    "print(avocados_2016.isna())"
+   ],
+   "id": "f9b1d76772ecc2c0",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "     date  avg_price  total_sold  small_sold  large_sold  xl_sold  \\\n",
+      "0   False      False       False       False       False    False   \n",
+      "1   False      False       False       False       False    False   \n",
+      "2   False      False       False       False        True    False   \n",
+      "3   False      False       False       False       False    False   \n",
+      "4   False      False       False       False       False     True   \n",
+      "5   False      False       False        True       False    False   \n",
+      "6   False      False       False       False       False    False   \n",
+      "7   False      False       False       False        True    False   \n",
+      "8   False      False       False       False       False    False   \n",
+      "9   False      False       False       False       False    False   \n",
+      "10  False      False       False       False        True    False   \n",
+      "11  False      False       False       False       False    False   \n",
+      "12  False      False       False       False       False    False   \n",
+      "13  False      False       False       False       False    False   \n",
+      "14  False      False       False       False       False    False   \n",
+      "15  False      False       False       False        True    False   \n",
+      "16  False      False       False       False       False     True   \n",
+      "17  False      False       False       False       False    False   \n",
+      "18  False      False       False       False       False    False   \n",
+      "19  False      False       False       False        True    False   \n",
+      "20  False      False       False       False       False    False   \n",
+      "21  False      False       False       False       False    False   \n",
+      "22  False      False       False       False       False    False   \n",
+      "23  False      False       False       False       False    False   \n",
+      "24  False      False       False       False       False    False   \n",
+      "25  False      False       False       False       False    False   \n",
+      "26  False      False       False       False       False    False   \n",
+      "27  False      False       False       False       False    False   \n",
+      "28  False      False       False       False       False    False   \n",
+      "29  False      False       False       False       False    False   \n",
+      "30  False      False       False       False       False     True   \n",
+      "31  False      False       False       False       False    False   \n",
+      "32  False      False       False       False       False     True   \n",
+      "33  False      False       False       False       False    False   \n",
+      "34  False      False       False       False       False    False   \n",
+      "35  False      False       False       False       False    False   \n",
+      "36  False      False       False        True       False    False   \n",
+      "37  False      False       False       False        True    False   \n",
+      "38  False      False       False       False       False    False   \n",
+      "39  False      False       False       False       False    False   \n",
+      "40  False      False       False        True       False    False   \n",
+      "41  False      False       False       False       False    False   \n",
+      "42  False      False       False       False       False    False   \n",
+      "43  False      False       False       False       False    False   \n",
+      "44  False      False       False        True       False    False   \n",
+      "45  False      False       False       False       False    False   \n",
+      "46  False      False       False       False       False    False   \n",
+      "47  False      False       False       False       False    False   \n",
+      "48  False      False       False       False       False    False   \n",
+      "49  False      False       False       False       False    False   \n",
+      "50  False      False       False        True       False    False   \n",
+      "51  False      False       False        True       False    False   \n",
+      "\n",
+      "    total_bags_sold  small_bags_sold  large_bags_sold  xl_bags_sold  \n",
+      "0             False            False            False         False  \n",
+      "1             False            False            False         False  \n",
+      "2             False            False            False         False  \n",
+      "3             False            False            False         False  \n",
+      "4             False            False            False         False  \n",
+      "5             False            False            False         False  \n",
+      "6             False            False            False         False  \n",
+      "7             False            False            False         False  \n",
+      "8             False            False            False         False  \n",
+      "9             False            False            False         False  \n",
+      "10            False            False            False         False  \n",
+      "11            False            False            False         False  \n",
+      "12            False            False            False         False  \n",
+      "13            False            False            False         False  \n",
+      "14            False            False            False         False  \n",
+      "15            False            False            False         False  \n",
+      "16            False            False            False         False  \n",
+      "17            False            False            False         False  \n",
+      "18            False            False            False         False  \n",
+      "19            False            False            False         False  \n",
+      "20            False            False            False         False  \n",
+      "21            False            False            False         False  \n",
+      "22            False            False            False         False  \n",
+      "23            False            False            False         False  \n",
+      "24            False            False            False         False  \n",
+      "25            False            False            False         False  \n",
+      "26            False            False            False         False  \n",
+      "27            False            False            False         False  \n",
+      "28            False            False            False         False  \n",
+      "29            False            False            False         False  \n",
+      "30            False            False            False         False  \n",
+      "31            False            False            False         False  \n",
+      "32            False            False            False         False  \n",
+      "33            False            False            False         False  \n",
+      "34            False            False            False         False  \n",
+      "35            False            False            False         False  \n",
+      "36            False            False            False         False  \n",
+      "37            False            False            False         False  \n",
+      "38            False            False            False         False  \n",
+      "39            False            False            False         False  \n",
+      "40            False            False            False         False  \n",
+      "41            False            False            False         False  \n",
+      "42            False            False            False         False  \n",
+      "43            False            False            False         False  \n",
+      "44            False            False            False         False  \n",
+      "45            False            False            False         False  \n",
+      "46            False            False            False         False  \n",
+      "47            False            False            False         False  \n",
+      "48            False            False            False         False  \n",
+      "49            False            False            False         False  \n",
+      "50            False            False            False         False  \n",
+      "51            False            False            False         False  \n"
+     ]
+    }
+   ],
+   "execution_count": 34
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:55:21.778350Z",
+     "start_time": "2025-08-13T07:55:21.772487Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "## Check each column for missing values\n",
+    "print(avocados_2016.isna().any())"
+   ],
+   "id": "3f3ec7f11b06553",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "date               False\n",
+      "avg_price          False\n",
+      "total_sold         False\n",
+      "small_sold          True\n",
+      "large_sold          True\n",
+      "xl_sold             True\n",
+      "total_bags_sold    False\n",
+      "small_bags_sold    False\n",
+      "large_bags_sold    False\n",
+      "xl_bags_sold       False\n",
+      "dtype: bool\n"
+     ]
+    }
+   ],
+   "execution_count": 35
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:56:28.700088Z",
+     "start_time": "2025-08-13T07:56:28.625110Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# # Bar plot of missing values by variable\n",
+    "missing_values = avocados_2016.isna().sum()\n",
+    "missing_values.plot(kind='bar', color='blue', edgecolor='black')\n",
+    "\n",
+    "# # Show plot\n",
+    "plt.show()"
+   ],
+   "id": "4d47e42f12001eb3",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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Fvn37TNOmTc348eNz54oAAIC3Cuf0L3Tp0sUeAAAAGZFjAQAAEjdjkVOpqan2iNm9e3duf0sAABDVGYvRo0ebMmXKxI8aNWrk9rcEAABRDSxGjBhhdu3aFT9SUlJy+1sCAICoLoUkJSXZAwAARF+OA4u9e/eajRs3xj/esmWLWb16tSlfvrypWbOm6+sDAABRDixWrlxp2rdvH/946NCh9s9+/fqZyZMnu706AAAQ7cCiXbt2JgiC3LkaAADgNepYAAAAZwgsAACAMwQWAADAGQILAADgDIEFAABwhsACAAA4Q2ABAACcIbAAAADOEFgAAABnCCwAAIAzBBYAAMAZAgsAAOAMgQUAAHCGwAIAADhDYAEAAJwhsAAAAM4QWAAAAGcILAAAgDMEFgAAwBkCCwAA4AyBBQAAcIbAAgAAOENgAQAAnCGwAAAAzhBYAAAAZwgsAACAMwQWAADAGQILAADgDIEFAABwhsACAAA4Q2ABAACcIbAAAADOEFgAAABnCCwAAIAzBBYAAMAZAgsAAOAMgQUAAHCGwAIAADhDYAEAAJwhsAAAAM4QWAAAAGcILAAAgDMEFgAAwBkCCwAA4AyBBQAAcIbAAgAAOENgAQAAnCGwAAAAiQ0sxo8fb2rXrm2KFStmWrdubd5//313VwQAAPJPYDF9+nQzdOhQM2rUKLNq1SrTtGlT06lTJ7Njx47cuUIAABDdwOL+++83l112menfv7859thjzcSJE02JEiXMk08+mTtXCAAAvFE4J1/866+/muTkZDNixIj4uYIFC5qOHTuapUuXZvl3UlNT7RGza9cu++fu3buz/X2/+eYbe+SmKlWq2CM35fY4ojCGvBjH3r17//soWR/l0ndZH/9eOflZz09jiP3bURiH8PrOHsbh7xhir58gCH7/C4Mc+PLLL/WvBUuWLEl3ftiwYUGrVq2y/DujRo2yf4eDg4ODg4PDeH+kpKT8bqyQoxmLP0OzG8rJiDl48KD5/vvvTYUKFUyBAgWcfz9FVDVq1DApKSmmdOnSxleMIzyiMIaojCMKYxDGER5RGENejUMzFXv27DHVqlX73a/LUWBRsWJFU6hQIbN9+/Z05/XxoaZTkpKS7JFW2bJlTW7Tf6zPPyQxjCM8ojCGqIwjCmMQxhEeURhDXoyjTJkybpM3ixYtalq0aGHeeuutdDMQ+vjEE0/8c1cJAAAiI8dLIVrW6Nevnzn++ONNq1atzIMPPmj27dtnd4kAAID8LceBxfnnn2++/fZbM3LkSJux2qxZMzN//nxz+OGHmzDQsotqbGRcfvEN4wiPKIwhKuOIwhiEcYRHFMYQtnEUUAZnoi8CAABEA71CAACAMwQWAADAGQILAADgDIEFAABwhsACAAA4Q2ABAACcyfVeIXnlP//5j5k0aZLZtGmTeemll8wRRxxhnnnmGVOnTh1z8sknG1/o+p966in759ixY03lypXNvHnzTM2aNU3Dhg1NGOWkY2SYS+ZGZRxR8NFHH2X7a5s0aWLCKG2PpD9y//33m7CKyjii4Jxzzsn2186YMcMkSiQCi5dfftn06dPH9OrVy3zwwQfxNu1q0X733XebuXPnGh8sWrTIdOnSxbRp08YsXrzY3HXXXTaw+PDDD80TTzxhA6YwUu+X7DaUO3DggAmrqIzjoYceyvbXXn311SaMVHhPz4XK7PzRcxLW50K/i9JatWqV2b9/v6lXr579eMOGDbb3ktokhFlUxhEFZdL06dBrY+bMmfacKmFLcnKy+fHHH3MUgOSGSAQWd955p5k4caLp27evmTZtWvy83qD1OV/ceOON9np1h1CqVKn4+Q4dOphx48aZsHrnnXfij7du3WrHcfHFF8f7xyxdutRMmTLFjB492oRZVMbxwAMPpPtYlXJ/+umnePM//eIpUaKEDVrDGlhs2bIl3Rvb9ddfb4YNG5buubjvvvvMv/71L+PDz5Pu5PWa1s9PuXLl7LkffvjBtkJo27atCbOojEN0zdm9eVAX7rB56qmn4o+HDx9uzjvvPPvep8AuFmRfeeWViZ9RDSKgePHiwZYtW+zjkiVLBps2bbKP9WdSUlLgi8MOOyzYvHlzpnFobL6Mo0OHDsHUqVMznX/uueeCU089NfBFVMah623Tpk2wbt26+Dk9btu2bfDss88GPmjZsmUwZ86cTOd1rnnz5oEPqlWrFnz88ceZzq9ZsyaoWrVq4AvfxzF58uT4cd999wXlypULLrjggmDs2LH20GOdu//++4Owq1ixYrrXdYzOlS9fPkikSAQWderUCd54441Mb8hTpkwJGjRoEPjiiCOOCN57771M45gxY0Zw5JFHBr4EeRs2bMh0fv369fZzvojKOPRzs2rVqkznV65cGdSuXTvwQbFixYJPPvkk03md0+d8oNfzO++8k+n822+/bT/ni6iMQ84555zg4YcfznRe57p37x6EXdmyZYNZs2ZlOq9z+lwiRWJXyGWXXWauueYas3z5cjvN9dVXX5nnnnvOTp8OHDjQ+OKCCy6w01tq7qZxqCX9e++9Z8ehZR4f1KhRwzz22GOZzj/++OP2c76Iyji+/vprux6ekaZMt2/fbnzQoEEDu/z066+/xs/psc7pcz7o2bOnXS5QQt0XX3xhD+WGDRgwIOHr4flxHPL666+bzp07Zzqvc2+++aYJu/79+9v/dy1Pvfvuu/bQ8uCll16a+G7jQQQcPHgwuPPOO+1SQoECBeyhO5mbb7458Elqampw6aWXBoULF7ZjKFKkSFCwYMGgd+/ewf79+wMfaHpa//eNGjUKBgwYYI/GjRvbc1lNZ4dVVMbRtWvX4LjjjguSk5PTzVZoCaFbt26BD5YvXx5Urlw5qFSpUnDaaafZQ491Tp/zwb59+4KBAwfaJU29pnUULVrUntu7d2/gi6iMQ2rWrBnce++9mc7rnD4XdgcOHAjuueceuzwVe9/TY51L9PtFpLqb6i5m48aNZu/evebYY481JUuWND5KSUkxa9asseM47rjjzDHHHGN8u/4JEyaYdevW2Y91V3nFFVd4dacflXEocbNfv35m/vz5pkiRIvacZjA6depkJk+ebBM4fbBv3z47C5n2ubjooovMYYcdZnyicWgruRx11FHeXX+UxqGff93dayde69at7TnNeuu1otlKJW77Yvd/t8onPGnzvyIRWFxyySW25kPanRSxH/7BgwebJ598MmHXBoSBtgTG3pTr169v6tatm+hLAhJOgYS2Z3/66afxgFU7pWKBBvJxYKGtNlpLznj3tXPnTlOlSpUs15jD6G9/+5tp1aqVzbNIS1vqVqxYYV588UUTRlEoZhSlcUTB7Nmzs/21Z599tgkjX4oZ5ZdxRMFxxx2X7e2yqjeSKF7XsdD0z393tpg9e/aYYsWKpUtOU2EsX6Z6RUWxbr311kznNVWnpJywSlvM6Pfoa8JazChK44hCpcQePXpk6+vC/FykLWbks6iMIwrVdXtk83WRaF4HFrFKiTqymtrV+dtuu834QjkVRYsWzXRea+M5eUEkspiRz6IyjoyVEg8lu3c+iaAdUb5LW8zIZ1EZR3ar68aqvYYxYB01apTxgdeBhSrC6YdAlSm15al8+fLxz+kNulatWqZatWrGF40bNzbTp083I0eOTHde1USVjBpW+n+OgqiMI22lRIQvmXb9+vX2sUpiV6pUyfjI13FE8bWRnJwczxFRPyktlyRcEAFbt261W298N3v2bLvVtG/fvvHqcH369LHnZs6cGfhi48aNwVVXXRXfGjh48GB7zjdRGUdMSkqKPXy0cOFCu3X2qKOOsoe2yi5evDjwhbZi9u/fPyhUqFB8a6Be15dccondwumLqIwjCrZv3x60b9/ePgeqFqpDj1U1eMeOHQm9toJRudMsWLCg7YegzHcl4aU9fNGtWzcza9Ysu2VW9d6vu+46W4BGxVp8WVtT0RnNrrz//vs2wVGHMq8VSb/xxhvGF1EZh5YUbr/9drtOrteJDk0H33HHHd4sNzz77LOmY8eOtr+JMvZ1FC9e3Jx22mlm6tSpxgfKe1GTwVdffdX2atHxyiuv2HN6nfsiKuOI0fXHikrpUJ8dNa/0weDBg21u4dq1a21fEx0ff/yxXTZPeA+gIAIUnZ111lnxgi0ZD+SdZs2aBcOHD890XudUqMkXURnHjTfeaItJPfLII8GHH35oj/Hjx9tzN910U+CD+vXrZ9m7Qb0e9DkfVKhQ4ZClsNXzwRdRGYesWLHC9tRQK4WePXvao3r16naMaQvKhVXp0qWD999/P9N5FY0rU6ZMkEiRCCwuuugi22hJPyiqvrlgwYLgmWeeCerVqxe89tprib68fEUV+Q7VY8OXRmpRGocaQ73yyitZ9hNQlT4fqLLjZ599lum8zvnyXKi/TFb9TtTQq0SJEoEvojIOOfnkk4OLL744+O233+Ln9Lhfv362SV/YlSxZMvjggw8ynVdvoFKlSgWJFImlkLfffttum1NPei2JaLq3d+/etv5D2FtcK+FU9TZiLX318aEOHyiJa/Xq1ZnO65xPW3+jMg5Nj6ogVkY6F8a20FlRpdO33nor03ktEfpSBVXt3pXR/8svv8TP/fzzz3bXWqwVvA+iMg5ZuXKlrRlUuPD/9jDo8Q033GA/F3YdOnSwPbLUGyvmyy+/NEOGDLHLhInk9a6QtBU2Y7/s9easjGVtP9Uui0QWCckOrenFKoY++OCDJgoN4S6//HKzefNmc9JJJ9lzaqR2zz335Ki+QqJFZRxNmzY148aNs9UF09I5fc4HWrvXmrGCurTPhUoyq+KuD3SdKqNevXr1+P/7hx9+aGvvKJ/HF1EZR6xOxbZt2zIF3irln7GKcxiNGzfOFoerXbt2PMDWtTdq1MjmJSVSJCpvtmzZ0tx55532B17/0UpO00yFfpm+9NJL8Zr2YabqoEpE0xgOP/xw4yv9OClAUkJULJLWlt9hw4bZN4cw106I4jiUVHfWWWeZmjVrxu8oly5dan8BqYBc27ZtjQ9mzpxpn4u0pZf1XHTv3t34QsnlGfud9OrVyyai+iQq49DrWD9X9957b7qAVT9XqoLsw41eEAR25i7tc6FE50SLRGCh6ExvzGoaoz29anv73Xff2VoWU6ZMMeeff77xgbLe9YszKvUUlLEsPkT/UR6HAqPx48en++WjXUc+1XgBcqNppYKIiRMnxts+qBjhwIEDzZgxY0xSUpLxcZdL2bJlE30Z0dgVkpH2Uyur99tvvw18cuqpp3pVryIrP/30U7r97Kox8sADDwSvv/564JOojCMKtm3blq7+hrLer7nmmmDSpEmBL1STJm0i+bBhw2zm/oknnmh/tnwRlXGkpdf5Rx99ZA+fanGMGTMmmDZtWvzjc8891+6CVFL26tWrE3pt3s5YRKEfQkYvvPCCGTFihE2+adGiRaZWxD40vjrjjDNs0yK1F1f0rKp8mjlSgqqeB90N+CAq41AL6JIlS5qTTz7ZfqyZC7WEVo0OPVZOUthpuUb5Ln369DHffPONzZ/SOvJnn31m9/JnrFQbRvr5mTBhgk2401KUkus01f7aa6/ZhEFfmndFZRxZUf0HbQTQGDWrF3Z16tSxS1JaxlFtnfPOO89Wbtb7iHJHFixYkLiLCzzVrl27dIf29Gq7k2oM6NC2U51TZTJfxCrZpT0Ugcb+9IH2gGvrmTz22GNBkyZNbFXUF154wZuaA1EaR6NGjYI5c+bYx7oj09bNESNGBCeccILdaueDsmXLBuvWrbOPx44dG5x00kn2sWaP6tSpE/iyTfPzzz+3j2+44QZbUVf0M+ZT/YeojCN2h//www/HZyiPOeaYoEiRIraS6EsvvRSEXbFixexsnlx99dXB5ZdfHt8Sr9dMInm7KyRtzXfdQWr9W/kUsTuwH374wfTv39+b5LSoNMFSYlcsF0ERs+76tQX4hBNOMJ9//rnxRVTGoZ+pWJ8Z9dNRdde7777b7pY688wzjQ9+++23+Hq3EtVibdKVzf/1118bH2jWSHlfSqLVz1NsxlW7KbRd0xdRGUesm/Q///lP+1hJnJq81+yk3ke0GUAJnGFWrlw5m4StHSGamdQ1i8aR8AZqQQRoTSl2d5nWmjVrbIEg5J3GjRvbu0pF0poxWrJkiT2/cuXK4PDDDw98EZVxqH/A2rVr7WMVkYvlJWzZssXeffqgVatWtuKpeoPoLi22frx06VJbNdGXIn7NmzcPBgwYYGdWd+7cac+reFnDhg0DX0RlHBnv+DXzEqu0qxkZzXiH3aBBg4JatWoFHTt2tDOse/bsseeff/75hFcHjkSBLK2NqXZFRjoXy+j3hToGXnXVVXbtUocex7oI+kDr3ddff73dW926dev4Fkfd3YSi614+G4dyK3RXqd4g6nuiraeyYcMGW4vAB6odMmnSJNOuXTtz4YUXxusnzJ4927Rq1cr4QPks+hnS7yTNHFWoUMGe1y42jckXURmH6E5feSKqg6Q7fuVVxWa7NQMTdg888IB9f9CMpHIsNJskmsXTrq+ECiJA0Wbt2rWDl19+Od7BUWtkWn9Vp1Bf6Jq1vqf17yFDhthD2da+rPnFfP3117asbNqOs8rk//TTT+Mf6zkKe0faKIxDd1/qo6Mckccffzx+/tprr7XdWn2xf//+4Pvvv093TrMu6vAY8+677wa//PJL4LOBAwd6t5vN13GoZ45+tyofoWnTpvHX8UMPPWTz9qLizDPPDL766qs8/Z6RCCy0RUg/yOobEGs8piQ1nVObX18ceeSRwS233JLp/MiRI+3nokS17Ddt2hT4LirjGD16dPDDDz8EPovCcxGFMfg0Di1tzpgxI76MINpOqyA1KkqWLJnnz4W3202zoimtWJXNo446KtN2TR8KZKnN+9FHH53uvLbVafpXCYVRocRIlQI+8sgjjc+iMg6VN1bJbJ/HEYXnIgpjiNI4ovDaKJWA58LbXSFZUSDhQ62HQ9Ea8n/+859MgcW7777r1e4W+CdC9xeAU7w28nlg4Ttto1O3PSVCaVujLFu2zLz44ou2e6CS1dJ+LQAAYUNgESKxTN5HHnnEHll9TtQAK+H7lAEAyAKBRYgcPHjQ5Be+dAfNL+OIAp4LIBwiUcciv2ncuLGtuOazqKxbRmUcURCF56J37942WdB3URlHFALWm266yZQvXz5PvyeBhYe2bt1qyxz77JNPPolEe/iojEPJwcWLFzc+UzG8sGbuqwCTkrDTFppq1qyZueiii2xBphg1+KpYsaIJq6iMIwoB65QpU8ycOXPiH99www22ZbqakqVtO6DGlnndSj1S203zi7Bt5VIfjewKc/fDqIwjI23Bfuqpp+yfY8eONZUrVzbz5s2z/R4aNmxowkjVTbN7p6i+Jz7MMqqCqPqzrFmzxrRs2dJWRFXPI/U80fPjg6iMIyvKW9OYdKOQtuuvAimNM9avJqydZjt27GircYah0yw5FvjLypQpY6IgKuNIa9GiRaZLly6mTZs2tunSXXfdZQMLBaZPPPGEeemll0wY9ejRw0RJxmZwXbt29a4ZXJTGIddee60NlAYMGGCDilNPPdUsWbLE1hPSm7O2/8fK4odRSkpKvDTBrFmzbNO0yy+/3L7WY9eeKAQW+Mt8vkuJ4jjSuvHGG23XQ91Vxrq1iu5yxo0bZ8Jq1KhR8ce6G27fvn2WX6ceIj4oWrRovMCdOrT27dvXPtbat3od+SIq4xAF1coFkVdffdUGTevWrTPPPPOM7Xr63nvvmTArGeJOs+RYABGmqd2ePXtmOq9Zi507dxofdO7c2QwbNixdXpGuXS3gFTj5IArN4KI0jtjPUJUqVezjuXPnmnPPPdfUrVvXXHLJJfZ1E3ann366ufTSS+2h///YjNHatWtt88REYsYCuXIn8MILL5ht27aZX3/91Zv18Kit64uSttTtsE6dOunOf/DBB+aII44wPtCMhe6M1cFx6tSp9s5S09d6E1CpZR9odki1aPTa0Lp47P9euS4KnHwRlXHI4YcfbpOvq1atapNSNR7RjEyhQoVM2I0fP97cfPPNdkkkbJ1mSd70kH65du/ePZS9UB566CE7jXjxxRebRx991PTv398mDa5YscIMGjTIrvGHlaqb/pmp+jBT6/fly5fb6q16I1ZAtH37dvtGrcOXcezdu9dcccUV9g1N9V50x6wseN+3AiJxbr31VvPggw/awELBhO76laD55JNPmscee8wmROLPIbAI2ZtyVvTLU+tmStQ55ZRTQh1NKzNcb1aKmNPuXhk5cqT5/vvvQ72uH0WaMVJAN3nyZJugpmxx/antgToX5p+ltBQQ6Zr3799vvvrqK3PBBReYhx9+OJTBdVYOlX+g17bezJS74IOojCNGgaru+LUMElvK0TZOzfTp5i3MPvroo999v1DuRcJ2suRpL1X8rtq1aweHHXZYUKBAgaB8+fL20GOdO/zww+3jo446Kti2bVsQVsWLFw+2bt1qH1eqVClYvXq1fbxhwwY7HiTG559/HsyZMyeYPn26fS58a+letGjR4Kqrrgp+/vnnYM2aNUGzZs2CI488MliyZEngA712CxYseMijZs2awciRI4MDBw4EYRaVcURBgT94LpKSkoK+ffva10xeI8ciRLRtS8sHjz/+uG37Lhs3bjT/+Mc/4tuIdKc2ZMiQ0G4TVDKUZia0F1wRs5qoqeW71sV9mhzTXb32hB8qV0Rj9ImeCx0+Uu0NbafTtllp1KiRTRxURUFtq0tNTTVhp9mh2BJhq1at7DmNQXfHWif/9ttvzb333mvvMDWusIrKOKIwQzxz5kzbtFKJzWmfi/vuu8/OGmt2T8nNel70nOSpPA9lcEi6A/vggw8ynV+1alVQp04d+/i9994LqlSpEoTVgAEDgltvvdU+HjdunJ3B6NixY1C2bNngkksuCXxxyy23BFWrVg3uvffeoFixYsEdd9xhx1ahQoVg7NixgS+GDBmS5TF06NDgpptuCp588sngu+++C8Ls22+/PeTnFi5cGPigQ4cOdrYoI53T5+Tpp58O6tWrF4RZVMYRhRnili1bBvPnz890Xuf0OZk5c6Z9X8lrBBYhojfhFStWZDr//vvv28/Jli1b7A9+WGkK9Lfffot//PzzzweDBw8OHnrooSA1NTXwhV6Mr732mn1csmTJYOPGjfaxgooLL7ww8EW7du2C0qVL25+Z5s2b20PjKVOmTNC6dWsb8JUrVy5Yu3Ztoi810hScZrUEpXOx1/bmzZvjj8MqKuOQqVOn2tdH7LUtn332mQ2Qpk2bFqSkpARt2rQJ/va3vwVhfS4+/fTTTOd1Tp+LvV8k4rkgsAiRM8880/7i1wxFjB63aNEiOOuss+zHs2fPDho1ahSEeS3/4MGDmc7rnD7nixIlSsSvVzNEycnJ9vGmTZvsG7UvHnjggeCcc84Jdu3aFT/3448/Bn//+9+DBx98MNi3b1/QvXv34IwzzkjodUbdMcccEwwfPjzTeZ2rW7eufaybimrVqgVhFpVxRGGGuFmzZkG/fv3S3bD9+uuv9pw+J++++66dmclr5FiEiEos9+nTx7Ro0cIUKVLEntM62WmnnWY/F6u2pjW0sFK9BNVNUAGmjDkJ+pxyF3ygDHGNQ3kJyndRZbvmzZvbbbNh6xnwe/7973/b+g9pO02qdLm22p1xxhnmmmuusTt29Bi5R2vc2nmgeg/qOyErV660lR5j+VL62Tr//PNNmEVlHKLXt36/ZqRz33zzjX1crVo129wurHUszj77bPu7qkmTJvacCnvpd6xKksvmzZtt3ZG8xnbTENKLVHuqY41mdPiiYMGCtk5CpUqV0p1Xtz31GNi3b5/xgZKe9GasBLTp06fb0r+qZqdETiXPjhkzxvhAgWjavgcxCxcutJUr9UtTv3zUodK3ksw+diVWCfL169fbj/W6VmJ2oqsk5tdxqGqoAggly6s4Xqxw3GWXXWaT0PW6Ualv/Q4IayXOPXv2mOeeey7d+4W2Zact358IBBYhoi56YW1480dideqVwa8Xphr5xCiCVpEmZVeHvf7+oahYjo5jjjnGviH7olevXva6NcsVu8PUHaUKZ6m9svoiTJs2zd6J6s4TyC8UVGiG+K233so0Q6zXhSpzquqrSskzo5czBBYhouIyKpGr4lK6Q451EfRBrEmUummeeOKJ6Qrl6LHuZvRmpjdm5G3FSs2wPP300/FpXxXJ6tevn91OqwJTsbLYmrVA7lKFx6y2L8emsn0RlXH4PkMsKkue1XOhZZJEIbAIWVMc3T0+//zz9i5TL1LdcSrQ8KXBj0p4a9Yi7Zq+r1ThUbNIO3bssGWk07r66qtN2GmmSDNEag2tOzIteYgqoWqJBHlH9R302lBuQlZ8yT2KyjiiYPPmzbbBoJZpVHsj9lYeK3OfyOeCwCKkVFBKPUEUZCiiVqGWt99+2/jkiy++sH/6EhRlLASkdWPNtqi5T9qeFHoce5MOOxX6+fTTTzM1IUPe0g2C8ozUm0L5LipupFwktbTXMlWsS2jYRWUcaX9HzZ49O8s7/vvvv9+EWbdu3ezysnJE9PpWcSy1Ub/uuuvs0mbbtm0Td3F5vg8F2bZ///7g1VdftVuHVKLVB6pjcdttt9ktmbHSsqqZcPvtt3tV5rd69erBnXfe6dU1Z0Vbld98881EX0a+py2Ly5cvt49LlSoVrF+/3j5+5ZVXbK0EX0RlHKLXhbaVa/t+4cKF7e9Z1XXR76v27dsHYVehQoXgww8/tI/1+3bdunX28VtvvRXfbpooBRMX0uBQNH2tLULquqcMX5UwnjNnjvGByv2q0Zh2TSjDWodKlath1C233GJ8WkNW+XTtcvGZ7iSV26IMd22v086PtAfyhnZDxbZglytXzi4piJap1GDNF1EZh4wYMcK+NrSUoJk9tR5XQ7JTTz3VbqkNuwMHDsR3f1SsWNEu3YraKcR27CRMQsMapHPjjTfaYiZFihSxBbFUGU4FjHyiMti6e8lo1qxZXhTNiRk2bJhtfuU7lSWOHWkbFMU+Rt44/vjj4+WXu3XrFvTp0yf44osvghtuuCEhJZfz+zgyVtTVTMXHH39sH6txYq1atYKwO/nkk23JblE14M6dO9uCWGo81rBhw4ReGwWyQmTx4sW2ocx5551nI1AfqRCWWqdnpHM+Ne4aPXq06dq1q5k/f348+dGn9dcYbZdD4qkQmWaMRA2iOnfubOsPKIdH+Ty+iMo4RDuiYnkVmh3etGmTadiwYTyRPuxuvvnmeF2g22+/3f6+Ul6FcsJUeyeRSN4MoTBuH8qu1q1b2yNj58DBgwfb+gnqdurLEoIqUmrrmfazZ0ze9C2RFuFbalNStiq7+noT4fs4evToYZNNVXdHSyKvvPKK7do6Y8YMu8zz5ptvGt98//339trT/r5KBAKLkO0E0fahjz76KHTbh7JLdSz0YtUvGtWzEG2d1drl3LlzE5upnAN6carOg37RREGU6g74LuPr2le+j0M7u1TnRa8B3flrN8WSJUtsrR3NSCpXwRcpKSn2zxo1apgw8DszLWJUG0GFpFQ3QZUr165da5dHjj/+eFuC2Qfa9qRiMwqQfvzxR3ucc845NpnIpxeq+oG0adPG+E7JdZoiVZKXpnlVujjtgbyjfj9KxFaioA491lZB30RlHKrnEgustSwyceJEe1OnJE4fflft37/fJsSr94/eN3TosZZIVC00oRKa4QFvtg9llxICt2/fnun8zp07vUoWvPvuu227d99ddNFFdhugOk6qdfqCBQuCZ555JqhXr168LTxy3y233GL//5WgreRmHXqsBEJ9zhdRGUdaem08/fTT9li5cmXgiyuuuCKoXLlyMHHiRPu+oUOPtSVYn0skAosQUWby5s2b7WNlWL/99tv2sTKXixcvHvhAuw2yCiy2bt1q94z7okePHja4U/vkrl27Bj179kx3+CJKdQd8VrFiRbvLKyOd0w2FL6IyDklJSbE7K/Q7q1y5cvbQY70u9LmwK126dDB37txM5+fMmWM/l0jsCgkRTSl++OGHdjlBCZD/+te/bLb1o48+aqftfGhCpvVWJT1m1YTMp14UZcuWtUs4vsuq7kDdunW9rDvgM01Na0kzoxYtWmTZujusojIOufTSS+14VJk21h9ES7YqWa7PaUdY2Jdra2fRUVbvH2l7NSUCgUWIhHn70B9RISzRLJgKzmRsQta0aVObee2LRx55xPYH0dprrFX0rFmzTIMGDUynTp2ML/QLU78s9QtIz4HaXeux1pO1xQ55Q100J0yYkGmbsm4aVCbbF1EZRyzRXMmaaZuO6bGK+fmQZH7VVVeZO+64wzz11FM2yJDU1FRz11132c8lEoFFiKR9wzr66KPtNq6wbB/Kbr2EqDQh6969u52xuOKKK2wC6gknnGBrWWh/u36pDhw40Phad+DZZ5+1wd6UKVMSfXmRFpvFE71+leC4YMEC+7MkmsXTTp2+ffuaMIvKODLSDoqskhw1w1qtWjUTRudkmEXVllj1YtJNg2jGWzu/1Po9kdhuCmRBe/J1R6OdFPpFqrsYzcooY1xLPZo+9ZHPdQd80759+2x9XdjrokRlHBmpboXaDYwfPz6+vLNy5Upbc2f48OG2zkXY9O/fP9tfq5mMRCGwALKgHJHYG7AqoSrA0B2/9otrulRv0D7cYf4RXyqI5hfqtqm7Zd971IR1HBlnf7X0rNyQwoX/f/I+9lhLoD5VCv6j3lMKnGLLJXmBpRAgC1qKUk6F6nG8/vrrZsiQIfa8aoyEfZknlu/yR8K+vJYfHXvssWb16tWhT9b2dRxq957fdOnSJc+fCwILIAta7lBnWQUUWq+MVRHV2nLYC0vRH8RfUZlADus4+vXrl+O/o07NyrXSTjEfBQl4LsI1TwWExN///nebkKY117TbzhRkqNQ3gPxBeRhRWRbJK8xYAIdQpUoVe6TVqlWrhF0PgLwX1tmXMGPGAgAAOENgAQAhEZWE2qiMIwoKJOC5ILAAgJCIyrR7VMYRBUECngtyLAAgJD755JPQVn3Mj+OIgj179uT59ySwAIBckJMmdjNmzIiXmQ6bqIzjz1LfkOLFi5swOO6447K9tJHIJoMEFgCQC8qUKWOiICrjyMqmTZts6Wv9qR5H6gQ8b948W3FX1XZl7ty5Jix6hLDMeFYo6Q0AyHfUC0hVKdu0aWMWL15s+/+oOqUKYql+zUsvvWTCXgiv/SH6uKiL8T/+8Q+TKCRvAgDynRtvvNHceeed5o033rDdfmM6dOhgli1bZsKuc+fOZtiwYek6tKr7crdu3ezYEomlEADIA7oDfuGFF2xFV7W2Dst6eFTW9XNqzZo1ZurUqZnOazlEb9Bh984779hW9QqMNI4tW7aYAQMGmLp169reIIlEYAEAueyhhx4y//znP83FF19s23Wr/bXW9VesWGEGDRpkwsyXdf2cUu+Pr7/+2tSpUydTE78jjjjChN1JJ51kAwj1MWnevLk5ePCgueOOO8wNN9yQ8DoiBBYAkMseeeQR8+ijj5oLL7zQTJ482f7y13q+mt2FvQ/FqFGjTBRdcMEFZvjw4ebFF1+0b8R6Y1aL8euvv97OBPhgw4YNNh+kevXq5quvvjLr1683P/30k237nkjkWABALtPyh+4wRVsXY7UF+vTpY55//vkEX13+bS5Wv359uzV27969ttX7KaecYp+nm2++2YTdmDFjbNfl008/3Xz88cfm/ffft7MtTZo0MUuXLk3otTFjAQC5TM3sNDNRq1Ytu5VRyYFNmza16+I+bcw7cOCA7e57qFyRsM++pKWEzccee8zccsst9o1ZwYXySY455hjjg7Fjx5pZs2bZnS3SqFEjG1zcdNNNpl27diY1NTVh10ZgAQC5TDsNZs+ebd+4lF8xZMgQm8ypaeycFKBKtNtuu808/vjj5rrrrrN39cob2bp1q32D07KOjxTo6fDNmjVrTMWKFdOdK1KkiPn3v/9tunbtahKJOhYAkMu0fq+jcOH/v5ebNm2aWbJkib07Vr2BtNsdw+yoo46yiahnnXWWKVWqlE0ejJ3TLExWuyzCaujQoVmeV75FsWLFzNFHH226d+9uypcvn+fX5jsCCwDIZVo20Fp+xmx9/fpNSUnx5o5ZSYEqJKXrrVq1qpkzZ47dkbB582Y7G7Nr1y7jCxWX0vZYLe/Uq1cvngxZqFAhm3uhREg9X++++67Nv0D2kbwJALlMWxq//fbbTOeVk5Bxu2OYafeBtmiKZioWLFhgH2vbbFJSkvGJZiM6duxod1MkJyfb44svvrDJkNq98+WXX9pkTi1bIWeYsQCAXFawYEGzfft2U6lSpXTnP//8c3s3vG/fPuMDVXQsXbq0TRCcPn266d27t6ldu7adkdEbsHYq+EK1KlRcKuNsxNq1a80ZZ5xhAwvNaOixDwWzwoTkTQDI5XV8Talr90GJEiXin9MU/PLly02zZs2ML9IGDueff75dEtHWRuWKqJS0T7Rss2PHjkyBhWaWdu/eHS+ilXHnC/4YgQUA5BLVFRBNDCuLP22Sph5ry6kKMvlKdRR0+EhLIZdccom57777TMuWLeNLOno+YtVGtX1TJbKRMyyFAEAu0xZT1R3QMoLvlJOghEbd7WunS1pXX3218YXqVmj55umnnzb79++357Rrp1+/frZWhxJVYz03fJpVCgMCCwDIQ0oQjCVC+kblyGPbYytUqJBul4sea3eID7QMpfLdjRs3trUfYtetMuslS5ZM9OV5j8ACAHKZ7uzVolvT7rpTFtWBUKEpFZlScqcPtGVWTa9GjBjhzTUfimpVaOusT7tyfEGOBQDkMgUPTzzxhE1+bNOmjT2n5YRbb73V/PLLL+auu+4yPlCDKzXv8j2oiJXA1kwFgYV7zFgAQC6rVq2amThxojn77LPTnVcL9SuvvNJubfSBurKqEqW2nfpu/vz5duZFrcZbtGiRqSNoFPJhEoXAAgDyYNr9o48+yrTDQNUdlRj4888/G19yE9SHQtcby09I6/777ze+SDvrkjZXRG+J+lhjxZ/DUggA5DJtKx03bpztqZGWzulzvhg9erR5/fXX4yWwMyZv+uSdd95J9CVEFjMWAJDLFi1aZBt3qaBUrO6DCkupT8jcuXNN27ZtjQ/KlStnt2JefPHFib4UhBgzFgCQy5QgqAZX48ePN+vWrbPn1C5d+RWxGgo+UD+QWPJpVCghVSXJM1bYbNKkScKuyXfMWABALlPHTDXvqly5crrz3333nT3ny3q+lkI0joxLOj5S6W4VLps3b16Wn/flOQkjZiwAIJcd6v5NNS2U2OkLlbh+++23zWuvvWYaNmyYKXlzxowZxhfXXnut+fHHH22/lnbt2pmZM2faRnGxeiP48wgsACAPmpCNHDnS+yZkasqlJZwoUICk7b7HH3+83SFSq1Yt2zJd20w1M6OcGPw5BBYAkEui1oTskUcesVVEYzUftm7dambNmmUaNGhgOnXqZHyiVvWxpSklpWppRNuBtY1W7dLx5xFYAEAub2mMShMydQTVjIXKemsZ4YQTTrDLITt37rQ1LAYOHGh8oS2zqiNSu3ZtG+BNmjTJPlYhs6pVqyb68rxG8iYAIFsqVqxot84qv+Lxxx83Dz/8sJ2Vefnll+1Sj3pv+OLZZ5+1O3K0dTY5Odl07tzZJtNqJmnKlCnm/PPPT/QleovAAgCQLcoR0XZZ1eM477zzbIAxatQoW49DMwDauukrXXtsbAqg8OexFAIAyJajjz7a5lT07NnTVuAcMmSIPb9jxw4vlnliybTZ4VN58rAhsAAAZIuWOy666CIbUJx22mnxKqILFiwwxx13nPElmfaP+FaePGxYCgEAZNs333xji2Qp4THWyEv1LTRjUb9+/URfHkKAwAIAADjzv76xAAAAfxGBBQAAcIbAAgAAOENgAQAAnCGwAAAAzhBYAAAAZwgsAACAMwQWAADAuPJ/La+VUsQXOiEAAAAASUVORK5CYII="
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 37
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Removing missing values\n",
+    "Now that you know there are some missing values in your DataFrame, you have a few options to deal with them. One way is to remove them from the dataset completely. In this exercise, you'll remove missing values by removing all rows that contain missing values.\n",
+    "\n",
+    "pandas has been imported as pd and avocados_2016 is available.\n",
+    "### Instructions\n",
+    "- Remove the rows of avocados_2016 that contain missing values and store the remaining rows in avocados_complete.\n",
+    "- Verify that all missing values have been removed from avocados_complete. Calculate each column that has NAs and print."
+   ],
+   "id": "49acd9aaa9fbce18"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T07:58:53.897286Z",
+     "start_time": "2025-08-13T07:58:53.881994Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Remove rows with missing values\n",
+    "avocados_complete = avocados_2016.dropna()\n",
+    "\n",
+    "# Check if any columns contain missing values\n",
+    "print(avocados_complete.isna().any())"
+   ],
+   "id": "39d82f67bef22f44",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "date               False\n",
+      "avg_price          False\n",
+      "total_sold         False\n",
+      "small_sold         False\n",
+      "large_sold         False\n",
+      "xl_sold            False\n",
+      "total_bags_sold    False\n",
+      "small_bags_sold    False\n",
+      "large_bags_sold    False\n",
+      "xl_bags_sold       False\n",
+      "dtype: bool\n"
+     ]
+    }
+   ],
+   "execution_count": 38
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Replacing missing values\n",
+    "Another way of handling missing values is to replace them all with the same value. For numerical variables, one option is to replace values with 0— you'll do this here. However, when you replace missing values, you make assumptions about what a missing value means. In this case, you will assume that a missing number sold means that no sales for that avocado type were made that week.\n",
+    "\n",
+    "In this exercise, you'll see how replacing missing values can affect the distribution of a variable using histograms. You can plot histograms for multiple variables at a time as follows:\n",
+    "\n",
+    "    dogs[[\"height_cm\", \"weight_kg\"]].hist()\n",
+    "\n",
+    "pandas has been imported as pd and matplotlib.pyplot has been imported as plt. The avocados_2016 dataset is available.\n",
+    "### Instructions\n",
+    "- A list has been created, cols_with_missing, containing the names of columns with missing values: \"small_sold\", \"large_sold\", and \"xl_sold\".\n",
+    "- Create a histogram of those columns.\n",
+    "- Show the plot."
+   ],
+   "id": "9603005338e7564f"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:02:31.719223Z",
+     "start_time": "2025-08-13T08:02:31.585728Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# List the columns with missing values\n",
+    "cols_with_missing = [\"small_sold\", \"large_sold\", \"xl_sold\"]\n",
+    "\n",
+    "# Create histograms showing the distributions cols_with_missing\n",
+    "avocados_2016[cols_with_missing].hist(bins=20, alpha=0.5)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "2122e7e47e34be73",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 4 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 39
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Instructions\n",
+    "- Replace the missing values of avocados_2016 with 0s and store the result as avocados_filled.\n",
+    "- Create a histogram of the cols_with_missing columns of avocados_filled."
+   ],
+   "id": "584a460ff424a065"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:05:47.780212Z",
+     "start_time": "2025-08-13T08:05:47.533929Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# From previous step\n",
+    "cols_with_missing = [\"small_sold\", \"large_sold\", \"xl_sold\"]\n",
+    "avocados_2016[cols_with_missing].hist()\n",
+    "plt.show()\n",
+    "\n",
+    "# Fill in missing values with 0\n",
+    "avocados_filled = avocados_2016.fillna(0)\n",
+    "\n",
+    "# Create histograms of the filled columns\n",
+    "avocados_filled[cols_with_missing].hist(bins=20, alpha=0.5)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "54d427c81c97723a",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 4 Axes>"
+      ],
+      "image/png": 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W8oUqvoQixtjElv2wpjHBn0Ctjy3bx1a13T7VmS+gCYsGE9WkSROf8fre81lpZ8+elaKionLn2b9/f7nzzJgxQ7Kzs8uMX7NmjTlzCpS1a9dKpLBtXfSJy7Ux/cZin/crV64Ut7LtuyktPz9fbBCq+BLKGGOTcO+HtY0JpQU6JoR7+9iuptunOvEloAlLqOjZkl6TLnn2k5GRIYMHD5bk5ORaL18zPt34gwYNkvj4eHEzW9elU9bqGs2nNSuarEzdESsFxTHe8fuyMsVtbP1uSvPULkSTYMcYm447f8dUZQJ9zNU0JgS7fG45TsOlttunOvEloAlLamqqeT19+rRpxe+h77t161buPCkpKRIXF2emKUnfe5ZXWkJCghlK040VyB0q0MsLJ9vWpaAopnbzF8f4LMOmdXP7d1OaLWULVXwJZYyx6bgrfUxVJtDbobYxIdjlc/t3H2w13T7VmSeg92Fp2bKlCQLr16/3yZ60NX+fPn3Knadu3brSo0cPn3mKi4vNe3/zAIg+xBcgulW7hiUvL08OHTrk0xBuz5490rhxY2nWrJlMmDDBtPK/7rrrTICZOnWquafC8OHDvfPcfvvtphfA+PHjzXuteh01apTceOON0qtXL9MTQLs3aqt+ANGD+AIgYAnLjh07ZMCAAd73nuu8GhAWLlwoTzzxhAkGjzzyiFy4cEH69esnq1atMjds8jh8+LBpDOdx7733yueff25uCKWN57R6V+cp3VAOQGQjvgAIWMLSv39/cz8Ef/TulM8884wZ/Dl27FiZcXo25DkjAhCdiC8A/OFZQgAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHokLAAAwHp1wl0AuEeLySvCXQQAQJSihgUAAFiPhAUAAERfwtKiRQuJiYkpM4wbN67c6RcuXFhm2sTExEAXC0AEIL4A0SvgbVj+8Y9/SFFRkff9vn37ZNCgQXL33Xf7nSc5OVkOHDjgfa9BBQBKI74A0SvgCcvVV1/t8/5Xv/qVtG7dWm699Va/82gASU1NDXRRAEQY4gsQvYLaS+jy5cvypz/9SSZOnFjhWU1eXp40b95ciouLpXv37vLcc89Jx44d/U5fUFBgBo/c3FzzWlhYaIba8iwjEMsKt0CuS0KcE4AS1bIMsY7Pq4cbvyu37Ge2li9Y8SUUMSZcyjuG/R1TlQn0dgh0fAlU+dxynIZLbbdPdeaLcRwnaL9CS5Yskfvvv19OnDgh6enp5U6Tk5MjBw8elC5dusjFixdl1qxZsmXLFvnggw+kadOm5c6TlZUl2dnZZcYvWrRIkpKSAr4eQDTLz883x7Een3p5xRbBii+KGAPYF1+CmrBkZmZK3bp15W9/+1u1sq3rr79eRowYIdOnT6/y2U9GRoacPXs2IAFVy7B27VpzbTw+Pl7cLJDr0ilrtYSbngVOv7FYpu6IlYLif59V78vKFLdxy36mx1dKSop1CUuw4ksoYky4lHcM+zumKhPoYy7Q8SVQ5XPLcRoutd0+1YkvQbskdPz4cVm3bp289dZb1ZpPV/iGG26QQ4cO+Z0mISHBDOXNG8gdKtDLC6dArEtBkT2NFTWwliyPm78n2/czG8sWzPgSyhgTahUdw6WPqcoEejsEOr4Eunxu/+6DrabbpzrzBO0+LAsWLJBrrrlGhg4dWq35tAfA3r17JS0tLVhFA+ByxBcg+gQlYdHGbRpQRo0aJXXq+FbijBw5UqZMmeJ9/8wzz8iaNWvkyJEjsmvXLnnggQfM2dOYMWOCUTQALkd8AaJTUC4JaVWtNoT74Q9/WOYzHR8b++886fz58zJ27Fg5deqUXHnlldKjRw/Ztm2bdOjQIRhFA+ByxBcgOgUlYRk8eLD4a8u7adMmn/dz5swxAwBUBfEFiE48rRkAUG08vR2hxsMPAQCA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9XhaMwAg4gTqadIJcY7M7BWQRaGWqGEBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADRl7BkZWVJTEyMz9C+ffsK51m6dKmZJjExUTp37iwrV64MdLEARADiCxC9glLD0rFjRzl58qR3ePfdd/1Ou23bNhkxYoSMHj1adu/eLcOHDzfDvn37glE0AC5HfAGiU1ASljp16khqaqp3SElJ8Tvtb37zG7njjjvk8ccfl+uvv16mT58u3bt3l5dffjkYRQPgcsQXIDoF5eGHBw8elPT0dFMF26dPH5kxY4Y0a9as3GlzcnJk4sSJPuMyMzNl+fLlfpdfUFBgBo/c3FzzWlhYaIba8iwjEMsKt0Cuiz4ELNwSYh2fVw83fldu2c9sK1+w40soYky4lHcM+zumID7bxc3fu81xrDrzBTxh6d27tyxcuFDatWtnqmuzs7PllltuMVWwDRo0KDP9qVOnpEmTJj7j9L2O90cDlC63tDVr1khSUlKA1kRk7dq1EikCsS42PbF0+o3FPu/d3C7B9v0sPz9fbBGK+BLKGBNqFR3DpY8puOs4dev2qU58CXjCMmTIEO//u3TpYgJM8+bNZcmSJeY6ciBMmTLF56xJz34yMjJk8ODBkpycXOG8nbJWVymj1oN36o5YKSiOqXDafVmZEihVKVt1VWdd3CBU6xPI77WiMws9yAcNGiTx8fFiK0/tgg1CEV9CEWPCtR+WV7ZIixGB5tk+th+n4VLbOFad+BKUS0IlNWrUSNq2bSuHDh0q93O9Bn369Gmfcfpex/uTkJBghtJ0Y1W2wQqKqn5A6sFb2fSB3IGrU7ZqL7sK6+ImwV6fUAamquy34WRz2YIRX0IZY0K97SsqW6TFiGg7Tt26faozT9Dvw5KXlyeHDx+WtLS0cj/Xa9Dr16/3GafZmo4HgIoQX4DoEfCEZdKkSbJ582Y5duyY6VJ41113SVxcnOlaqEaOHGmqWz0ee+wxWbVqlbzwwguyf/9+c5+FHTt2yPjx4wNdNAAuR3wBolfALwl98sknJnicO3dOrr76aunXr59s377d/F+dOHFCYmP/nSf17dtXFi1aJE899ZQ8+eSTct1115kW/J06dQp00QC4HPEFiF4BT1gWL15c4eebNm0qM+7uu+82AwBUhPgCRC+eJQQAAKxHwgIAAKxHwgIAAKxHwgIAAKxHwgIAAKxHwgIAAKxHwgIAAKwX9GcJAW7UYvKKgC3r2K+GBmxZABCtqGEBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADWI2EBAADW4+GHABAFD+EE3I4aFgAAYD0SFgAAYD0SFgAAEH0Jy4wZM6Rnz57SoEEDueaaa2T48OFy4MCBCudZuHChxMTE+AyJiYmBLhoAlyO+ANEr4AnL5s2bZdy4cbJ9+3ZZu3atFBYWyuDBg+XSpUsVzpecnCwnT570DsePHw900QC4HPEFiF4B7yW0atWqMmc3eia0c+dO+da3vuV3Pj3rSU1NrdLfKCgoMINHbm6uedXgpUNFEuKcSpefEOv4vFaksr9XHVUpW7WXWY11cQM3ro+/fcQzPpD7UDDYVL5QxJdQxBibuPGYCiXPdrHpOLBJbeNYdeYLerfmixcvmtfGjRtXOF1eXp40b95ciouLpXv37vLcc89Jx44d/VYLZ2dnlxm/Zs0aSUpKqvDvzOxV9bJPv7G40mlWrlwpgVKdslVXVdbFTdy0PpXtI1pTYLP8/HyxVTDiSyhjjE3cdEyFg+3HqVu3T3XiS4zjOEFLqzU4fPe735ULFy7Iu+++63e6nJwcOXjwoHTp0sUEoFmzZsmWLVvkgw8+kKZNm1bp7CcjI0POnj1rqn4r0ilrdZUyaj14p+6IlYLimAqn3ZeVKYFSlbJVV3XWxQ3cuD7+9hE9s9CDfNCgQRIfHy+20uMrJSXFHJuVHV+hFKz4EooYYxM3HlPh2D62H6fhUts4Vp34EtQaFr3WvG/fvgqDierTp48ZPPr27SvXX3+9/Pa3v5Xp06eXmT4hIcEMpenGqmyDFRRV/YDUg7ey6QO5A1enbNVedhXWxU3ctD6V7SNV2W/DydayBSu+hDLG2MRNx1Q42H6cunX7VGeeoCUs48ePl3feececyfg7i6loBW644QY5dOhQsIoHwMWIL0D0CXgvIb3CpMFk2bJlsmHDBmnZsmW1l1FUVCR79+6VtLS0QBcPgIsRX4DoVScY1bSLFi2St99+29wr4dSpU2Z8w4YNpV69eub/I0eOlGuvvdY0bFPPPPOM3HTTTdKmTRtzPfrXv/616XY4ZsyYQBcPgIsRX4DoFfCE5dVXXzWv/fv39xm/YMECeeihh8z/T5w4IbGx/67cOX/+vIwdO9YEnyuvvFJ69Ogh27Ztkw4dOgS6eABcjPgCRK+AJyxV6XS0adMmn/dz5swxgxvxNFUgdKItvsAe2vsrUI2Sj/1qaECWE214lhAAALAeCQsAALAeCQsAALAeCQsAALAeCQsAALAeCQsAALAeCQsAALAeCQsAALAeCQsAALAeCQsAALAeCQsAALAeCQsAALAeCQsAAIi+pzUDcM8TwnlqLOBuLQIYD2oiIc6Rmb38P806kDGGGhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAABC9Ccu8efOkRYsWkpiYKL1795b33nuvwumXLl0q7du3N9N37txZVq5cGayiAXA54gsQfYKSsLzxxhsyceJEmTZtmuzatUu6du0qmZmZcubMmXKn37Ztm4wYMUJGjx4tu3fvluHDh5th3759wSgeABcjvgDRKSgPP5w9e7aMHTtWHn74YfN+/vz5smLFCnnttddk8uTJZab/zW9+I3fccYc8/vjj5v306dNl7dq18vLLL5t5SysoKDCDx8WLF83rF198IYWFhRWWrc43lyotf51iR/Lzi6VOYawUFZd9mJObRNK6uHV9zp07V+543Vfz8/PN5/Hx8VVeXlX24dqWraQvv/zSvDqOIzYIdnwJRYyxiRuPKbdvn6ocd1VVJ8z7W2Xbp7J1rVZ8cQKsoKDAiYuLc5YtW+YzfuTIkc53v/vdcufJyMhw5syZ4zPu6aefdrp06VLu9NOmTdM1Y2BgCOHw8ccfO+EWiviiiDEMDGJdfAl4DcvZs2elqKhImjRp4jNe3+/fv7/ceU6dOlXu9Dq+PFOmTDFVwh7FxcXmzOeqq66SmJjaZ8C5ubmSkZEhH3/8sSQnJ4ubRdK6RNr6uGVd9MxHz4LS09PDXZSQxJdQxBibuGU/DBe2T3C3T3XiS1AuCQVbQkKCGUpq1KhRwP+ObvxI2UEjaV0ibX3csC4NGzaUaBKqGGMTN+yH4cT2Cd72qWp8CXij25SUFImLi5PTp0/7jNf3qamp5c6j46szPYDoRHwBolfAE5a6detKjx49ZP369T7Vqfq+T58+5c6j40tOr7RRnL/pAUQn4gsQxZwgWLx4sZOQkOAsXLjQ+fDDD51HHnnEadSokXPq1Cnz+YMPPuhMnjzZO/3WrVudOnXqOLNmzXI++ugj0+AtPj7e2bt3rxMOX3/9tSmDvrpdJK1LpK1PJK1LKLk9vtiG/bBibB97tk9QEhb10ksvOc2aNXPq1q3r9OrVy9m+fbv3s1tvvdUZNWqUz/RLlixx2rZta6bv2LGjs2LFimAVDYDLEV+A6BOj/4S7lgcAAKAiPEsIAABYj4QFAABYj4QFAABYj4QFAABYL2oSluo8jr5///7m9tulh6FDh3qneeihh8p8rg9YC7YtW7bIsGHDzG2M9W8uX7680nk2bdok3bt3N3fubNOmjSxcuLBW2ydc6/LWW2/JoEGD5OqrrzZ3VNT7aKxevdpnmqysrDLfS/v27a1bF/1OytvHSt8uPhzfCyJLsGJGJAjWcRspZsyYIT179pQGDRrINddcY55yfuDAgUrnW7p0qYm7Grc6d+4sK1euDEh5oiJhqe7j6PWH8eTJk95BH0Ovd9e8++67fabTBKXkdH/5y1+Cvi6XLl0y5dcfsqo4evSoSbQGDBgge/bskQkTJsiYMWN8fuiru33CtS4aXDRh0Z1/586dZp002Ozevdtnuo4dO/p8L++++64EW3XXxUMP/pJl1aAQ7u8FkSUYMSNSBOO4jSSbN2+WcePGyfbt283NFvVJ5YMHDzbbzZ9t27bJiBEjZPTo0SY2a5Kjg/6O1poTBfQ+DePGjfO+LyoqctLT050ZM2ZUaX590muDBg2cvLw87zi9z8Odd97phJN+faWfWlvaE088Ye47UdK9997rZGZmBmz7hGpdytOhQwcnOzvb+15vYNS1a1cnnKqyLhs3bjTTnT9/3u80NnwviCyBihmRKFDHbSQ7c+aMWf/Nmzf7neaee+5xhg4d6jOud+/ezo9+9KNa//2Ir2G5fPmyORsfOHCgd1xsbKx5n5OTU6Vl/P73v5f77rtP6tevX6Z6UDPrdu3ayaOPPirnzp0T2+g6llx3pWfpnnUPxPYJF70luz7ls3Hjxj7jDx48aKp4W7VqJT/4wQ/kxIkTYqtu3bpJWlqaqTnaunWrd7ybvxe4W2UxA/6P20h38eJF81o65oZq/4n4hKWix9FX5bqjthnQqiytEi19Oej11183zyh5/vnnTdXZkCFDzN+yia5jeeuujwT/6quvar19wmnWrFmSl5cn99xzj3ectvPQ6+2rVq2SV1991VRv33LLLSaxsYkGu/nz58ubb75pBn08u7ad0ks/ys3fC9ytspgRzSo7biNZcXGxuTx48803S6dOnaq9/wQibtWp9RIinNauaKOhXr16+YzXGhcP/bxLly7SunVrU+ty++23h6Gk0WXRokWSnZ0tb7/9ts/1Y00aPfQ70QSmefPmsmTJEnNN1RZaK6eDR9++feXw4cMyZ84c+eMf/xjWsgEoXzQft+PGjTMn76FoExi1NSw1eRy9hzYsWrx4cZV+6PTyg/6tQ4cOiU10Hctbd+1lU69evVptn3DR70RrvDQJKV31WFqjRo2kbdu21n0v5dGk2FNON34viAyVxQz4P24j1fjx4+Wdd96RjRs3StOmTWu0/wQibkV8wlKTx9GX7JpVUFAgDzzwQKV/55NPPjFtWLTK0Ca6jiXXXWlrb8+612b7hIP2xHr44YfNa8lu5v7oJSM9A7LteymP9sjwlNNt3wsiR2UxA/6P20jjOI5JVpYtWyYbNmyQli1bhnf/caJAdR9H79GvXz/TOr60L7/80pk0aZKTk5PjHD161Fm3bp3TvXt357rrrgv6I7b1b+/evdsM+vXNnj3b/P/48ePmc10PXR+PI0eOOElJSc7jjz/ufPTRR868efOcuLg4Z9WqVVXePrasy5///GenTp06Zh1OnjzpHS5cuOCd5uc//7mzadMm871s3brVGThwoJOSkmJat9u0LtrzbPny5c7BgwedvXv3Oo899pgTGxtr9qVwfy+ILMGIGZEiGMdtJHn00Uedhg0bmphaMubm5+d7pyn9+6lxV+P0rFmzzP6jPTfj4+PN9qqtqEhYavI4+v3795sdeM2aNWWWpV/W4MGDnauvvtp8Ec2bN3fGjh0bkh8ST7e60oOn/Pqq61N6nm7dupl1b9WqlbNgwYJqbR9b1kX/X9H0ShPMtLQ0sx7XXnuteX/o0CHr1uX55593Wrdu7SQmJjqNGzd2+vfv72zYsMGK7wWRJVgxIxIE67iNFFLOttGh5P5Q3u/nkiVLnLZt25r9R7vIr1ixIiDlifn/CwUAAGCtiG/DAgAA3I+EBQAAWI+EBQAAWI+EBQAAWI+EBdWSlZVlHqceLg899JC0aNGi0umOHTtmyqm36QcAuB8JCwAAsB4JCwAAsB4JCxABtmzZIsOGDZP09HRzKWz58uU1utRXeqhfv37QygzAHbZYEl9IWGDoY+Pbt29vhpKPkP/iiy/MczL0qaRFRUU1WrY+Vlyf/6MPzUpISDDLu/POO007k5JeeeUV6dixo5lGDwx9OuiFCxcqXb5Oo21bGjZsaB52OGrUqCrNF0n0QZ1du3aVefPm1Wj+SZMmycmTJ32GDh06yN133x3wsgJwl0u2xJeA3C8XEUFv+67PDPnZz37mHXffffc59erVcw4cOGDe63Mhqrvb9O3b1zyP4qmnnnJ+97vfOc8995wzYMAAZ/Pmzd5pPMvVZ//o7ejHjx9vytKzZ0/n8uXL3un0FtD6KASP4uJi51vf+pZ5nsdPfvITM+9tt93mdOnSpcwtpKOFrveyZct8xukzrvQ5S+np6eY5MXqbf70tuT979uwxy9myZUsISgzALSSM8YWEBT6mTJlifvx1R1q6dKnZqebOnev9vLoJy/nz5830v/71r/1Oow8m1GdO6POZioqKvONffvllM+9rr73mN2HRB5HpNDNnzvSO++abb5xbbrmFhKWEMWPGmMRRv1d9tpJ+H/pgxX/+85/lLkMTRn0WCADYEl9IWOCjoKDA6dy5s9OyZUvzcEd9sJXWYtQ0YdHMW5ORoUOHOl988UW50yxatMgsc+XKlWXKkpyc7Hzve9/zm7DoE4z1yaD61NXSD98iYfkXffKs1lZ9+umnPtPdfvvtJkEt7auvvnKuvPJK86A3ALAlvtSp0QUpRKy6devKa6+9Jj179pTExERZsGBBre67ou1Rnn/+efn5z38uTZo0kZtuukm+853vyMiRIyU1NdVMc/z4cfParl27MmVp1aqV9/Py6GfaJuaKK67wGV96WdFs7969pv1R27ZtfcYXFBTIVVddVWb6ZcuWyZdffmnaAgGALfGFhAVlrF692rx+/fXXcvDgQWnZsmWtljdhwgTTwlxbluuyp06dKjNmzJANGzbIDTfcEKBSw5+8vDyJi4uTnTt3mteSSid66ne/+51JKjXBBABb4gu9hODj/fffl2eeecb06tFkYsyYMXLx4sVaL7d169amlmXNmjWyb98+uXz5srzwwgvms+bNm5vXAwcO+Myj0xw9etT7eXn0M21xrgdNSaWXFc30e9QzoDNnzkibNm18Bk8tl4du740bN8ro0aPDVl4A7nFDCOMLCQu8CgsLTfdg7VL8m9/8xtzW/vTp0/Kzn/2sxsvMz883NTWlk5cGDRqYKkM1cOBAc/nnxRdf1MYx3ul+//vfm2Rp6NChfpf/7W9/W7755ht59dVXveP04HnppZckmmjCtmfPHjN4AoP+/8SJE6aq9gc/+IG5DPfWW2+Zz9577z1Ty7VixQqf5ejlQL3ENmTIkDCtCQDb5NkSX6rd6gUR6+mnn3ZiYmKcDRs2eMc9++yzppHVihUratTodvfu3U7jxo2dH//4x86LL77ovPLKK86gQYPMMv761796p/MsV3sKae+gn/70p1Xq1qy9im6++WZvt2adNxq7NWsXQl3f0oNuL6XbUL/fFi1aOPHx8U5aWppz1113Oe+//77PtmzatKnz5JNPhnFNANhmoyXxhYQFxs6dO01vG00UStIuwpo0aP967aJc3YTl7Nmzzrhx45z27ds79evXN/dj6d27t+nFU5omGzqd7vBNmjRxHn30UfM3SyqdsKhz5845Dz74oOlRpMvX/2uiFE0JCwBEuhj9JxBVRgAAAMFCGxYAAGA9ujWjxrRBbMnnDpWndCtxAABqgktCqDHtUfSHP/yhwmnYvQAAgUDCghr78MMP5bPPPqtwGu2yDABAbZGwAAAA60VEG5bi4mJzpq83I6vNc28AlKXnNPrsD72hYGws7fQBhEdEJCyarGRkZIS7GEBE+/jjj6Vp06bhLgaAKBURCYvWrHgCanJycq1vT6/Puxk8eLDEx8eLW1Du0HFjmWtT7tzcXHNC4DnOACAcIiJh8VwG0mQlEAlLUlKSWY7bfowod2i4scyBKDeXWwGEExekAQCA9UhYAACA9UhYAACA9UhYAACA9UhYAACA9SKil1B1tJi8osLPE+IcmdlLpFPWaikoqrxXxLFfDQ1g6QAAQHmoYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYjYQEAANYLScKyZcsWGTZsmKSnp0tMTIwsX77c5/OHHnrIjC853HHHHaEoGgAAcIGQJCyXLl2Srl27yrx58/xOownKyZMnvcNf/vKXUBQNAAC4QJ1Q/JEhQ4aYoSIJCQmSmpoaiuIAAACXCUnCUhWbNm2Sa665Rq688kq57bbb5Nlnn5Wrrrqq3GkLCgrM4JGbm2teCwsLzVCRhDin4s9jHZ/XylT290LFUw5byhPJ5XZjmWtTbretJ4DIFOM4jhPSPxgTI8uWLZPhw4d7xy1evFiSkpKkZcuWcvjwYXnyySfliiuukJycHImLiyuzjKysLMnOzi4zftGiRWY5AAInPz9f7r//frl48aIkJyeHuzgAopQVCUtpR44ckdatW8u6devk9ttvr1INS0ZGhpw9e7bSgNopa3WFn2vNyvQbi2XqjlgpKI6pdH32ZWWKDfQseO3atTJo0CCJj48Xt3Bjud1Y5tqUW4+vlJQUEhYAYWXNJaGSWrVqZQLkoUOHyk1YtL2LDqVpEK4sEBcUVZ6EmOmKY6o0rW0/WFXZBjZyY7ndWOaalNuN6wgg8lh5H5ZPPvlEzp07J2lpaeEuCgAAiJYalry8PFNb4nH06FHZs2ePNG7c2AzaHuV73/ue6SWkbVieeOIJadOmjWRm2nG5BQAAREHCsmPHDhkwYID3/cSJE83rqFGj5NVXX5X3339f/vCHP8iFCxfMzeUGDx4s06dPL/eyDwAAiD4hSVj69+8vFbXtXb264oawAAAgulnZhgUAAKAkEhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGA9EhYAAGC9kCQsW7ZskWHDhkl6errExMTI8uXLfT53HEeefvppSUtLk3r16snAgQPl4MGDoSgaAABwgZAkLJcuXZKuXbvKvHnzyv185syZ8uKLL8r8+fPl73//u9SvX18yMzPl66+/DkXxAACA5eqE4o8MGTLEDOXR2pW5c+fKU089JXfeeacZ9/rrr0uTJk1MTcx9990XiiICAIBoT1gqcvToUTl16pS5DOTRsGFD6d27t+Tk5JSbsBQUFJjBIzc317wWFhaaoSIJcU7Fn8c6Pq+VqezvhYqnHLaUJ5LL7cYy16bcbltPAJEp7AmLJitKa1RK0veez0qbMWOGZGdnlxm/Zs0aSUpKqvDvzexVtXJNv7G4StOtXLlSbLJ27VpxIzeW241lrkm58/Pzg1YWAHBNwlITU6ZMkYkTJ/rUsGRkZMjgwYMlOTm5wnk7Za2u8HOtWdFkZeqOWCkojqm0LPuyMsUGehasP0SDBg2S+Ph4sZ3ne6ju9rbhe3Dbtq5tuT01mAAQ1QlLamqqeT19+rTpJeSh77t161buPAkJCWYoTYNwZYG4oKhqP4r641mVaW37warKNrBB6W1b1e3tTzjW2S3burblduM6Aog8Yb8PS8uWLU3Ssn79ep8zOu0t1KdPn7CWDQAARFENS15enhw6dMinoe2ePXukcePG0qxZM5kwYYI8++yzct1115kEZurUqeaeLcOHDw9F8QAAgOVCkrDs2LFDBgwY4H3vaX8yatQoWbhwoTzxxBPmXi2PPPKIXLhwQfr16yerVq2SxMTEUBQPAABYLiQJS//+/c39VvzRu98+88wzZgAAALCuDQsAAEBlSFgAAID1SFgAAID1SFgAAID1SFgAAID1SFgAAID1SFgAAID1SFgAAID1SFgAAID1SFgAAID1SFgAAID1QvIsISDYWkxeEdDlHfvV0IAuDwBQO9SwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA69UJdwHgHi0mrwh3EQAAUYoaFgAAYD0SFgAAYD0SFgAAYD0SFgAAYD0rEpasrCyJiYnxGdq3bx/uYgEAAEtY00uoY8eOsm7dOu/7OnWsKRoAAAgza7ICTVBSU1PDXQwAAGAhaxKWgwcPSnp6uiQmJkqfPn1kxowZ0qxZs3KnLSgoMINHbm6ueS0sLDRDRRLinIo/j3V8XitT2d8LFU85glmeyrZdjZZZze0dKhVtx1Bs62Coabndtp4AIlOM4zhh/6X43//9X8nLy5N27drJyZMnJTs7Wz799FPZt2+fNGjQoNw2LzpNaYsWLZKkpKQQlRqIDvn5+XL//ffLxYsXJTk5OdzFARClrEhYSrtw4YI0b95cZs+eLaNHj65SDUtGRoacPXu20oDaKWt1hZ/rmf70G4tl6o5YKSiOqbSs+7IyxQZ6Frx27VoZNGiQxMfHB+VvVLbtaqK62ztUKvpeQ7Gtg6Gm5dbjKyUlhYQFQFhZc0mopEaNGknbtm3l0KFD5X6ekJBghtI0CFcWiAuKqvajqD+eVZnWth+sqmyDmqrqtqvRsqu4vUOlKtswmNs6mKpbbjeuI4DIY0W35tL08tDhw4clLS0t3EUBAAAWsCJhmTRpkmzevFmOHTsm27Ztk7vuukvi4uJkxIgR4S4aAACwgBWXhD755BOTnJw7d06uvvpq6devn2zfvt38HwAAwIqEZfHixeEuAgAAsJgVl4QAAAAqQsICAACsR8ICAACsR8ICAACsR8ICAACsR8ICAACsR8ICAACsR8ICAACsR8ICAACsR8ICAACsR8ICAACsZ8WzhNysxeQVAVvWsV8NDdiyAACIJNSwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA65GwAAAA63HjuAi5CV1CnCMze4l0ylotBUUxZhw3ogMARApqWAAAgPVIWAAAgPVIWAAAgPVIWAAAgPVIWAAAgPVIWAAAgPVIWAAAgPVIWAAAgPW4cRxQzZv4lXeTvooE+gZ+Nb3BIDcXBOBm1LAAAADrkbAAAADrkbAAAADrkbAAAADrWZWwzJs3T1q0aCGJiYnSu3dvee+998JdJAAAYAFrEpY33nhDJk6cKNOmTZNdu3ZJ165dJTMzU86cORPuogEAgDCzJmGZPXu2jB07Vh5++GHp0KGDzJ8/X5KSkuS1114Ld9EAAECYWXEflsuXL8vOnTtlypQp3nGxsbEycOBAycnJKTN9QUGBGTwuXrxoXr/44gspLCys8G/V+eZSxZ8XO5KfXyx1CmOlqLjye2zYorxynzt3LrB/o5JtV6NlunB7V7fMtnwPNd1HvvzyS/PqOE6N/i4AREzCcvbsWSkqKpImTZr4jNf3+/fvLzP9jBkzJDs7u8z4li1bBqQ894s7lS53ygviCm7c3tUps03fQ232EU1cGjZsGOgiAYB7Epbq0poYbe/iUVxcbGpXrrrqKomJqd1Zem5urmRkZMjHH38sycnJ4haUO3TcWObalFtrVjRZSU9PD2r5AMD6hCUlJUXi4uLk9OnTPuP1fWpqapnpExISzFBSo0aNAlomDehu+jHyoNyh48Yy17Tc1KwACDcrGt3WrVtXevToIevXr/epNdH3ffr0CWvZAABA+FlRw6L0Es+oUaPkxhtvlF69esncuXPl0qVLptcQAACIbtYkLPfee698/vnn8vTTT8upU6ekW7dusmrVqjINcYNNLzXpvWBKX3KyHeUOHTeW2c3lBgAV49BXEQAAWM6KNiwAAAAVIWEBAADWI2EBAADWI2EBAADWI2EBAADWi8qEZd68edKiRQtJTEyU3r17y3vvved32oULF5rb/ZccdL5Q2rJliwwbNszcGl3//vLlyyudZ9OmTdK9e3fThbVNmzZmPUKtuuXWMpfe1jpoN/dQ0edU9ezZUxo0aCDXXHONDB8+XA4cOFDpfEuXLpX27dubfaNz586ycuVKCaWalNuGfRsAqirqEpY33njD3KRO70exa9cu6dq1q2RmZsqZM2f8zqO3MT958qR3OH78eEjLrDfQ03JqolUVR48elaFDh8qAAQNkz549MmHCBBkzZoysXr1abC63h/7Qltze+gMcKps3b5Zx48bJ9u3bZe3atebp34MHDzbr4s+2bdtkxIgRMnr0aNm9e7dJFnTYt2+f1eW2Yd8GgCpzokyvXr2ccePGed8XFRU56enpzowZM8qdfsGCBU7Dhg0dW+hXtmzZsgqneeKJJ5yOHTv6jLv33nudzMxMx+Zyb9y40Ux3/vx5xxZnzpwxZdq8ebPfae655x5n6NChPuN69+7t/OhHP3JsLrdt+zYAVCSqalguX74sO3fulIEDB3rHxcbGmvc5OTl+58vLy5PmzZubJ93eeeed8sEHH4jNdF1KrqPSWqSK1tEmepfjtLQ0GTRokGzdujWsZbl48aJ5bdy4sau2d1XK7cZ9G0D0iqqE5ezZs1JUVFTmdv/63l87iXbt2slrr70mb7/9tvzpT38yD2Xs27evfPLJJ2IrXZfy1jE3N1e++uorsZUmKfPnz5c333zTDPoj2r9/f3PpLhz0u9bLaTfffLN06tSp2ts7lG1valJuN+7bAKKXNc8SspU+LbrkE6M1oF9//fXy29/+VqZPnx7WskUa/QHVoeS2Pnz4sMyZM0f++Mc/hrw82iZE26G8++674iZVLTf7NgA3iaoalpSUFImLi5PTp0/7jNf3qampVVpGfHy83HDDDXLo0CGxla5LeeuoDSzr1asnbqJP7g7Hth4/fry88847snHjRmnatGmNtndV96lwlduN+zaA6BVVCUvdunWlR48esn79eu84rQbX9yXPNCuil5T27t1rLl/YStel5Doq7TlS1XW0ifZyCuW21vbB+qO/bNky2bBhg7Rs2dIV27sm5Xbjvg0gijlRZvHixU5CQoKzcOFC58MPP3QeeeQRp1GjRs6pU6fM5w8++KAzefJk7/TZ2dnO6tWrncOHDzs7d+507rvvPicxMdH54IMPQlbmL7/80tm9e7cZ9CubPXu2+f/x48fN51peLbfHkSNHnKSkJOfxxx93PvroI2fevHlOXFycs2rVqpCVuSblnjNnjrN8+XLn4MGDzt69e53HHnvMiY2NddatWxeyMj/66KOm58ymTZuckydPeof8/HzvNKX3ka1btzp16tRxZs2aZbb3tGnTnPj4eLMONpfbhn0bAKoq6hIW9dJLLznNmjVz6tata7o5b9++3fvZrbfe6owaNcr7fsKECd5pmzRp4nz72992du3aFdLyerr7lh485dRXLXfpebp162bK3apVK9OFNdSqW+7nn3/ead26tfnRbNy4sdO/f39nw4YNIS1zeeXVoeT2K72PqCVLljht27Y121u7lK9YscL6ctuwbwNAVcXoP+Gu5QEAAKhIVLVhAQAA7kTCAgAArEfCAgAArEfCAgAArEfCAgAArEfCAgAArEfCAgAArEfCArjcli1bZNiwYZKeni4xMTGyfPnyai9Db8c0a9Ysadu2rSQkJMi1114rv/zlL4NSXgCoCZ7WDLjcpUuXpGvXrvLDH/5Q/uM//qNGy3jsscdkzZo1Jmnp3LmzfPHFF2YAAFtwp1sggmgNiz4Acfjw4d5xBQUF8otf/EL+8pe/yIULF6RTp07y/PPPS//+/c3nH330kXTp0kX27dsn7dq1C2PpAcA/LgkBEU6f4pyTkyOLFy+W999/X+6++26544475ODBg+bzv/3tb9KqVSt55513zFOeW7RoIWPGjKGGBYBVSFiACHbixAlZsGCBLF26VG655RZp3bq1TJo0Sfr162fGqyNHjsjx48fNNK+//rosXLhQdu7cKd///vfDXXwA8KINCxDB9u7dK0VFRaYxbUl6meiqq64y/y8uLjbvNVnxTPf73/9eevToIQcOHOAyEQArkLAAESwvL0/i4uJMjYm+lnTFFVeY17S0NKlTp45PUnP99dd7a2hIWADYgIQFiGA33HCDqWE5c+aMuSRUnptvvlm++eYbOXz4sLlkpP75z3+a1+bNm4e0vADgD72EgAioRTl06JA3QZk9e7YMGDBAGjduLM2aNZMHHnhAtm7dKi+88IL5/PPPP5f169ebnkFDhw41l4R69uxpalzmzp1r3o8bN06Sk5NNV2cAsAEJC+BymzZtMglKaaNGjTINaAsLC+XZZ581bVQ+/fRTSUlJkZtuukmys7PNPVfUZ599Jj/96U9NglK/fn0ZMmSISXA06QEAG5CwAAAA69GtGQAAWI+EBQAAWI+EBQAAWI+EBQAAWI+EBQAAWI+EBQAAWI+EBQAAWI+EBQAAWI+EBQAAWI+EBQAAWI+EBQAAiO3+P89IFV0ZcCDgAAAAAElFTkSuQmCC"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 4 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 40
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## List of dictionaries\n",
+    "You recently got some new avocado data from 2019 that you'd like to put in a DataFrame using the list of dictionaries method. Remember that with this method, you go through the data row by row.\n",
+    "\n",
+    "<table>\n",
+    "<tr><th>date</th>\n",
+    "<th>small_sold</th>\n",
+    "<th>large_sold</th></tr>\n",
+    "<tr><td>\"2019-11-03\"</td>\n",
+    "<td>10376832</td>\n",
+    "<td>7835071</td></tr>\n",
+    "<tr><td>\"2019-11-10\"</td>\n",
+    "<td>10717154</td>\n",
+    "<td>8561348</td></tr>\n",
+    "</table>\n",
+    "\n",
+    "pandas as pd is imported.\n",
+    "### Instructions\n",
+    "- Create a list of dictionaries with the new data called avocados_list.\n",
+    "- Convert the list into a DataFrame called avocados_2019.\n",
+    "- Print your new DataFrame."
+   ],
+   "id": "89b3b0372778316a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:30:37.742324Z",
+     "start_time": "2025-08-13T08:30:37.734796Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a list of dictionaries with new data\n",
+    "avocados_list = [\n",
+    "    {\"date\": \"2019-11-03\", \"small_sold\": 10376832, \"large_sold\": 7835071},\n",
+    "    {\"date\": \"2019-11-10\", \"small_sold\": 10717154, \"large_sold\": 8561348}\n",
+    "]\n",
+    "\n",
+    "# Convert list into DataFrame\n",
+    "avocados_2019 = pd.DataFrame(avocados_list)\n",
+    "\n",
+    "# Print the new DataFrame\n",
+    "print(avocados_2019)"
+   ],
+   "id": "2ba7c97da604c6ab",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "         date  small_sold  large_sold\n",
+      "0  2019-11-03    10376832     7835071\n",
+      "1  2019-11-10    10717154     8561348\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Dictionary of lists\n",
+    "Some more data just came in! This time, you'll use the dictionary of lists method, parsing the data column by column.\n",
+    "\n",
+    "<table>\n",
+    "<tr><th>date</th>\n",
+    "<th>small_sold</th>\n",
+    "<th>large_sold</th></tr>\n",
+    "<tr><td>\"2019-11-03\"</td>\n",
+    "<td>10376832</td>\n",
+    "<td>7835071</td></tr>\n",
+    "<tr><td>\"2019-11-10\"</td>\n",
+    "<td>10717154</td>\n",
+    "<td>8561348</td></tr>\n",
+    "</table>\n",
+    "\n",
+    "pandas as pd is imported.\n",
+    "### Instructions\n",
+    "- Create a dictionary of lists with the new data called avocados_dict.\n",
+    "- Convert the dictionary to a DataFrame called avocados_2019.\n",
+    "- Print your new DataFrame."
+   ],
+   "id": "103cfd092a2aa238"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:40:35.176159Z",
+     "start_time": "2025-08-13T08:40:35.159368Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a dictionary of lists with new data\n",
+    "avocados_dict = {\n",
+    "    \"date\": [\"2019-11-03\", \"2019-11-10\"],\n",
+    "    \"small_sold\": [10376832, 10717154],\n",
+    "    \"large_sold\": [7835071, 8561348]\n",
+    "}\n",
+    "\n",
+    "# Convert dictionary into DataFrame\n",
+    "avocados_2019 = pd.DataFrame(avocados_dict)\n",
+    "\n",
+    "# Print the new DataFrame\n",
+    "print(avocados_2019)"
+   ],
+   "id": "8d10e2ca195bc374",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "         date  small_sold  large_sold\n",
+      "0  2019-11-03    10376832     7835071\n",
+      "1  2019-11-10    10717154     8561348\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Reading and writing CSVs",
+   "id": "688b6ec17e9734a9"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "what is a CSV file?\n",
+    "- CSV stands for Comma-Separated Values\n",
+    "- Designed for DataFrames-like data\n",
+    "- Most Database and spreadsheet programs can use them or create them"
+   ],
+   "id": "ff85a1c6a00fa123"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## CSV to DataFrame\n",
+    "You work for an airline, and your manager has asked you to do a competitive analysis and see how often passengers flying on other airlines are involuntarily bumped from their flights. You got a CSV file (airline_bumping.csv) from the Department of Transportation containing data on passengers that were involuntarily denied boarding in 2016 and 2017, but it doesn't have the exact numbers you want. In order to figure this out, you'll need to get the CSV into a pandas DataFrame and do some manipulation!\n",
+    "\n",
+    "pandas is imported for you as pd. \"airline_bumping.csv\" is in your working directory.\n",
+    "### Instructions\n",
+    "- Read the CSV file \"airline_bumping.csv\" and store it as a DataFrame called airline_bumping.\n",
+    "- Print the first few rows of airline_bumping."
+   ],
+   "id": "441d39c3b50d5d25"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:50:25.253198Z",
+     "start_time": "2025-08-13T08:50:25.233409Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Read CSV as DataFrame called airline_bumping\n",
+    "airline_bumping = pd.read_csv('data/airline_bumping.csv')\n",
+    "\n",
+    "# Take a look at the DataFrame\n",
+    "print(airline_bumping.head())"
+   ],
+   "id": "7561fcf4cbd74da2",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "             airline   yea  nb_bumped  total_passengers\n",
+      "0    DELTA AIR LINES  2017        679          99796155\n",
+      "1     VIRGIN AMERICA  2017        165           6090029\n",
+      "2    JETBLUE AIRWAYS  2017        475          27255038\n",
+      "3    UNITED AIRLINES  2017         67          70030765\n",
+      "4  HAWAIIAN AIRLINES  2017         92           8422734\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Instructions\n",
+    "- For each airline group, select the `nb_bumped`, and `total_passengers` columns, and calculate the sum (for both years). Store this as airline_totals."
+   ],
+   "id": "7c8e03c05804f991"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:54:07.656800Z",
+     "start_time": "2025-08-13T08:54:07.635580Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# For each airline, select nb_bumped and total_passengers and sum\n",
+    "airline_totals = airline_bumping.groupby('airline')[['nb_bumped', 'total_passengers']].sum()"
+   ],
+   "id": "1c15c7dc2cc8a58b",
+   "outputs": [],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Instructions\n",
+    "- Create a new column of `airline_totals` called `bumps_per_10k`, which is the number of passengers bumped per 10,000 passengers in 2016 and 2017."
+   ],
+   "id": "3ef3f498871a0862"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:56:34.217504Z",
+     "start_time": "2025-08-13T08:56:34.202527Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create new col, bumps_per_10k: no. of bumps per 10k passengers for each airline\n",
+    "airline_totals['bumps_per_10k'] = airline_totals['nb_bumped'] / airline_totals['total_passengers'] * 10000"
+   ],
+   "id": "dc94a39111abfe7c",
+   "outputs": [],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Instructions\n",
+    "- Print `airline_totals` to see the results of your manipulations."
+   ],
+   "id": "9bcd14061804d32c"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T08:57:14.189915Z",
+     "start_time": "2025-08-13T08:57:14.174650Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print airline_totals\n",
+    "print(airline_totals)"
+   ],
+   "id": "5a0301b87820b8a2",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                   nb_bumped  total_passengers  bumps_per_10k\n",
+      "airline                                                      \n",
+      "DELTA AIR LINES          679          99796155       0.068039\n",
+      "HAWAIIAN AIRLINES         92           8422734       0.109228\n",
+      "JETBLUE AIRWAYS          475          27255038       0.174280\n",
+      "UNITED AIRLINES           67          70030765       0.009567\n",
+      "VIRGIN AMERICA           165           6090029       0.270935\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## DataFrame to CSV\n",
+    "You're almost there! To make things easier to read, you'll need to sort the data and export it to CSV so that your colleagues can read it.\n",
+    "\n",
+    "pandas as pd has been imported for you.\n",
+    "### Instructions\n",
+    "- Sort `airline_totals` by the values of `bumps_per_10k` from highest to lowest, storing as `airline_totals_sorted`.\n",
+    "- Print your sorted DataFrame.\n",
+    "- Save the sorted DataFrame as a CSV called \"`airline_totals_sorted.csv`\"."
+   ],
+   "id": "48bbb9a8ddab6d7d"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T09:02:26.312922Z",
+     "start_time": "2025-08-13T09:02:26.257811Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create airline_totals_sorted\n",
+    "airline_totals_sorted = airline_totals.sort_values(by='bumps_per_10k', ascending=False)\n",
+    "\n",
+    "# Print airline_totals_sorted\n",
+    "print(airline_totals_sorted)\n",
+    "\n",
+    "# Save as airline_totals_sorted.csv\n",
+    "airline_totals_sorted.to_csv('data/airline_totals_sorted.csv')"
+   ],
+   "id": "a228c4a0d9460b7d",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                   nb_bumped  total_passengers  bumps_per_10k\n",
+      "airline                                                      \n",
+      "VIRGIN AMERICA           165           6090029       0.270935\n",
+      "JETBLUE AIRWAYS          475          27255038       0.174280\n",
+      "HAWAIIAN AIRLINES         92           8422734       0.109228\n",
+      "DELTA AIR LINES          679          99796155       0.068039\n",
+      "UNITED AIRLINES           67          70030765       0.009567\n"
+     ]
+    }
+   ],
+   "execution_count": 9
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/matplotlib/Data Visualization.ipynb b/matplotlib/Data Visualization.ipynb
new file mode 100644
index 0000000..ea4b347
--- /dev/null
+++ b/matplotlib/Data Visualization.ipynb	
@@ -0,0 +1,372 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Introduction to data visualization with Matplotlib\n",
+   "id": "a277ea5ab0a520f4"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Using the matplotlib.pyplot interface\n",
+    "There are many ways to use Matplotlib. In this course, we will focus on the pyplot interface, which provides the most flexibility in creating and customizing data visualizations.\n",
+    "\n",
+    "Initially, we will use the pyplot interface to create two kinds of objects: Figure objects and Axes objects.\n",
+    "\n",
+    "This course introduces a lot of new concepts, so if you ever need a quick refresher, download the Matplotlib Cheat Sheet and keep it handy!\n",
+    "### Instructions\n",
+    "- Import the `matplotlib.pyplot` API, using the conventional name `plt`.\n",
+    "- Create `Figure` and `Axes` objects using the `plt.subplots` function.\n",
+    "- Show the results, an empty set of `axes`, using the `plt.show` function."
+   ],
+   "id": "e315c66910fb2736"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-18T14:28:56.075713Z",
+     "start_time": "2025-08-18T14:28:56.030838Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import the matplotlib.pyplot submodule and name it plt\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# Create a Figure and an Axes with plt.subplots\n",
+    "fig, ax = plt.subplots()\n",
+    "\n",
+    "# Call the show function to show the result\n",
+    "plt.show()"
+   ],
+   "id": "9555646ff6f1dbb6",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": "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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Adding data to an Axes object\n",
+    "Adding data to a figure is done by calling methods of the Axes object. In this exercise, we will use the plot method to add data about rainfall in two American cities: Seattle, WA and Austin, TX.\n",
+    "\n",
+    "The data are stored in two pandas DataFrame objects that are already loaded into memory: seattle_weather stores information about the weather in Seattle, and austin_weather stores information about the weather in Austin. Each of the DataFrames has a \"MONTH\" column that stores the three-letter name of the months. Each also has a column named \"MLY-PRCP-NORMAL\" that stores the average rainfall in each month during a ten-year period.\n",
+    "\n",
+    "In this exercise, you will create a visualization that will allow you to compare the rainfall in these two cities.\n",
+    "### Instructions\n",
+    "- Import the `matplotlib.pyplot` submodule as `plt`.\n",
+    "- Create a Figure and an Axes object by calling `plt.subplots`.\n",
+    "- Add data from the `seattle_weather` DataFrame by calling the Axes `plot` method.\n",
+    "- Add data from the `austin_weather` DataFrame in a similar manner and call `plt.show` to show the results."
+   ],
+   "id": "15dd42cdea7a6503"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-18T14:28:56.133304Z",
+     "start_time": "2025-08-18T14:28:56.090579Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import the matplotlib.pyplot submodule and name it plt\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# Load the data\n",
+    "import pandas as pd\n",
+    "seattle_weather = pd.read_csv(\"../data/seattle_weather.csv\")\n",
+    "austin_weather = pd.read_csv(\"../data/austin_weather.csv\")\n",
+    "\n",
+    "# Create a Figure and an Axes with plt.subplots\n",
+    "fig, ax = plt.subplots()\n",
+    "\n",
+    "# Plot MLY-PRCP-NORMAL from seattle_weather against the MONTH\n",
+    "ax.plot(seattle_weather[\"MONTH\"], seattle_weather[\"MLY-PRCP-NORMAL\"])\n",
+    "# ax.(seattle_weather[\"MONTH\"], ____)\n",
+    "\n",
+    "# Plot MLY-PRCP-NORMAL from austin_weather against MONTH\n",
+    "ax.plot(austin_weather[\"MONTH\"], austin_weather[\"MLY-PRCP-NORMAL\"])\n",
+    "\n",
+    "# Call the show function\n",
+    "plt.show()"
+   ],
+   "id": "e909eaa29fff52ff",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Customizing data appearance\n",
+    "We can customize the appearance of data in our plots, while adding the data to the plot, using key-word arguments to the plot command.\n",
+    "\n",
+    "In this exercise, you will customize the appearance of the markers, the linestyle that is used, and the color of the lines and markers for your data.\n",
+    "\n",
+    "As before, the data is already provided in pandas DataFrame objects loaded into memory: seattle_weather and austin_weather. These each have a \"MONTHS\" column and a \"MLY-PRCP-NORMAL\" that you will plot against each other.\n",
+    "\n",
+    "In addition, a Figure object named fig and an Axes object named ax have already been created for you.\n",
+    "### Instructions\n",
+    "- Call ax.plot to plot \"MLY-PRCP-NORMAL\" against \"MONTHS\" in both DataFrames.\n",
+    "- Pass the color key-word arguments to these commands to set the color of the Seattle data to blue ('b') and the Austin data to red ('r').\n",
+    "- Pass the marker key-word arguments to these commands to set the Seattle data to circle markers ('o') and the Austin markers to triangles pointing downwards ('v').\n",
+    "- Pass the linestyle key-word argument to use dashed lines for the data from both cities ('--')."
+   ],
+   "id": "6cef012794c80699"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-18T14:29:17.299001Z",
+     "start_time": "2025-08-18T14:29:17.253880Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a Figure and an Axes with plt.subplots\n",
+    "fig, ax = plt.subplots()\n",
+    "\n",
+    "# Plot Seattle data, setting data appearance\n",
+    "ax.plot(seattle_weather[\"MONTH\"], seattle_weather[\"MLY-PRCP-NORMAL\"], color='b', marker='o', linestyle='--')\n",
+    "\n",
+    "# Plot Austin data, setting data appearance\n",
+    "ax.plot(austin_weather[\"MONTH\"], austin_weather[\"MLY-PRCP-NORMAL\"], color='r', marker='v', linestyle='--')\n",
+    "\n",
+    "# Call show to display the resulting plot\n",
+    "plt.show()"
+   ],
+   "id": "ba406eff02832820",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 10
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Customizing axis labels and adding titles\n",
+    "Customizing the axis labels requires using the set_xlabel and set_ylabel methods of the Axes object. Adding a title uses the set_title method.\n",
+    "\n",
+    "In this exercise, you will customize the content of the axis labels and add a title to a plot.\n",
+    "\n",
+    "As before, the data is already provided in pandas DataFrame objects loaded into memory: seattle_weather and austin_weather. These each have a \"MONTH\" column and a \"MLY-PRCP-NORMAL\" column. These data are plotted against each other in the first two lines of the sample code provided.\n",
+    "\n",
+    "In addition, a Figure object named fig and an Axes object named ax have already been created for you.\n",
+    "### Instructions\n",
+    "- Use the `set_xlabel` method to add the label: `Time (months)`.\n",
+    "- Use the `set_ylabel` method to add the label: `Precipitation (inches)`.\n",
+    "- Use the `set_title` method to add the title: `Weather patterns in Austin and Seattle`."
+   ],
+   "id": "8d3c0a5ac2d427f0"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-18T14:31:53.432734Z",
+     "start_time": "2025-08-18T14:31:53.356747Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a Figure and an Axes with plt.subplots\n",
+    "fig, ax = plt.subplots()\n",
+    "\n",
+    "ax.plot(seattle_weather[\"MONTH\"], seattle_weather[\"MLY-PRCP-NORMAL\"])\n",
+    "ax.plot(austin_weather[\"MONTH\"], austin_weather[\"MLY-PRCP-NORMAL\"])\n",
+    "\n",
+    "# Customize the x-axis label\n",
+    "ax.set_xlabel(\"Time (months)\")\n",
+    "\n",
+    "# Customize the y-axis label\n",
+    "ax.set_ylabel(\"Precipitation (inches)\")\n",
+    "\n",
+    "# Add the title\n",
+    "ax.set_title(\"Weather patterns in Austin and Seattle\")\n",
+    "\n",
+    "# Display the figure\n",
+    "plt.show()"
+   ],
+   "id": "f6361e53c1c089a4",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Creating small multiples with plt.subplots\n",
+    "Small multiples are used to plot several datasets side-by-side. In Matplotlib, small multiples can be created using the plt.subplots() function. The first argument is the number of rows in the array of Axes objects generate and the second argument is the number of columns. In this exercise, you will use the Austin and Seattle data to practice creating and populating an array of subplots.\n",
+    "\n",
+    "The data is given to you in DataFrames: seattle_weather and austin_weather. These each have a \"MONTH\" column and \"MLY-PRCP-NORMAL\" (for average precipitation), as well as \"MLY-TAVG-NORMAL\" (for average temperature) columns. In this exercise, you will plot in a separate subplot the monthly average precipitation and average temperatures in each city.\n",
+    "### Instructions\n",
+    "- Create a Figure and an array of subplots with 2 rows and 2 columns.\n",
+    "- Addressing the top left Axes as index 0, 0, plot the Seattle precipitation.\n",
+    "- In the top right (index 0,1), plot Seattle temperatures.\n",
+    "- In the bottom left (1, 0) and bottom right (1, 1) plot Austin precipitations and temperatures."
+   ],
+   "id": "a7bb59ba2bd5665d"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-18T16:15:28.656647Z",
+     "start_time": "2025-08-18T16:15:28.433313Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a Figure and an array of subplots with 2 rows and 2 columns\n",
+    "fig, ax = plt.subplots(2, 2)\n",
+    "\n",
+    "# Addressing the top left Axes as index 0, 0, plot month and Seattle precipitation\n",
+    "ax[0, 0].plot(seattle_weather[\"MONTH\"], seattle_weather[\"MLY-PRCP-NORMAL\"])\n",
+    "\n",
+    "# In the top right (index 0,1), plot month and Seattle temperatures\n",
+    "ax[0, 1].plot(seattle_weather[\"MONTH\"], seattle_weather[\"MLY-TAVG-NORMAL\"])\n",
+    "\n",
+    "# In the bottom left (1, 0) plot month and Austin precipitations\n",
+    "ax[1, 0].plot(austin_weather[\"MONTH\"], austin_weather[\"MLY-PRCP-NORMAL\"])\n",
+    "\n",
+    "# In the bottom right (1, 1) plot month and Austin temperatures\n",
+    "ax[1, 1].plot(austin_weather[\"MONTH\"], austin_weather[\"MLY-TAVG-NORMAL\"])\n",
+    "plt.show()"
+   ],
+   "id": "5fefc4cae599a22e",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 4 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 12
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Small multiples with shared y axis\n",
+    "When creating small multiples, it is often preferable to make sure that the different plots are displayed with the same scale used on the y-axis. This can be configured by setting the sharey key-word to True.\n",
+    "\n",
+    "In this exercise, you will create a Figure with two Axes objects that share their y-axis. As before, the data is provided in seattle_weather and austin_weather DataFrames.\n",
+    "### Instructions\n",
+    "- Create a Figure with an array of two Axes objects that share their y-axis range.\n",
+    "- Plot Seattle's \"MLY-PRCP-NORMAL\" in a solid blue line in the top Axes.\n",
+    "- Add Seattle's \"MLY-PRCP-25PCTL\" and \"MLY-PRCP-75PCTL\" in dashed blue lines to the top Axes.\n",
+    "- Plot Austin's \"MLY-PRCP-NORMAL\" in a solid red line in the bottom Axes and the \"MLY-PRCP-25PCTL\" and \"MLY-PRCP-75PCTL\" in dashed red lines."
+   ],
+   "id": "8131259608cb707a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-18T16:17:49.091344Z",
+     "start_time": "2025-08-18T16:17:48.980156Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a figure and an array of axes: 2 rows, 1 column with shared y axis\n",
+    "fig, ax = plt.subplots(2, 1, sharey=True)\n",
+    "\n",
+    "# Plot Seattle precipitation data in the top axes\n",
+    "ax[0].plot(seattle_weather[\"MONTH\"], seattle_weather[\"MLY-PRCP-NORMAL\"], color='b')\n",
+    "ax[0].plot(seattle_weather[\"MONTH\"], seattle_weather[\"MLY-PRCP-25PCTL\"], color='b', linestyle='--')\n",
+    "ax[0].plot(seattle_weather[\"MONTH\"], seattle_weather[\"MLY-PRCP-75PCTL\"], color='b', linestyle='--')\n",
+    "\n",
+    "# Plot Austin precipitation data in the bottom axes\n",
+    "ax[1].plot(austin_weather[\"MONTH\"], austin_weather[\"MLY-PRCP-NORMAL\"], color='r')\n",
+    "ax[1].plot(austin_weather[\"MONTH\"], austin_weather[\"MLY-PRCP-25PCTL\"], color='r', linestyle='--')\n",
+    "ax[1].plot(austin_weather[\"MONTH\"], austin_weather[\"MLY-PRCP-75PCTL\"], color='r', linestyle='--')\n",
+    "\n",
+    "plt.show()"
+   ],
+   "id": "9d276f020466a93d",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ],
+      "image/png": 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wvgwdavV92UxWeCwclN2mtweZI3DbbbaiWzI9CXfdJdKvX7QepF07Wxa8dWuR8uWTNxZFUZRM4bPPbLgbrwVNxrp1C+61KV1AWIWiiPQYAVZOSgwceKCIW8qok3HTTXZNoeTBmWeKnHGGrRqaCcS6fmeVYQFkaJC18fDD9v6pp4q88krkxEg0v/xiQzFY1aTCkl/twELHo5GsMI2iKEqqWbNG5L33rKeioOmgixeLNG5s2zpcconthBo0LruPWkl5QVbg4MF2HvfTrJk1MiiJkIJlLzDUsMiHl1+2MbMtW2z9CRZ7LM9kQqbIxInWyKBaJxfH8uWRnO1bbhGZNy/i0dhvv+SOT1EUJZHgXWDBZf5lvrv33oIt+G3aWE0GlZAJe6N9CII5c0Tq1Yv/7/76y1ZhRsDPBpJVljEhLHVjI1xSqVJ61dZQwyIGpk+3bqq//7Y5ztSSZwFPFStWiFSsGLmPJgTDwnHoodbI4IabjTiioihKuoIm4tZbbQ0gFmCKGsYLf8/rlC1ry3cj2gwCsvnwaFNHg5oYBTUAliyxhhNGBWN11K9vN5cYVtzQ44Vd4K+GRYzgJeBLxcrlS33wQSvMSbUVybdCLQ68GdxQN/u/KU7KWbNSOUJFUZSCg5eW9uXMawgeL700/tcYNy7S0XrUKJtVEgQLF4o0amQ3exgW9CwJkn/+Edl/f5FNmyKPValiax6xHlHosSDVRhONGhZxQDikRw+rRAZylOk9Qg2KsIDwlKIxztDo2NHW5gAKf3ERNG9uvRm4Bf2eD0VRlLDVq6BoFfMaXUsLUucHQSXzHq9B3SCKEgYBoRWE9F98IdKkid3g4VEJmo0b7VxOuASNCVoTB2F61qCwEfP6bQrBwIEDMUrM1VdfHfPfrFmzxvsb/g8T27cbM3iwMcWKYWgZ06yZMQsXmlDCWDdsiNz/4gs7ZncrUsSO/7bbjJk0yZitW1M5WkVRlAibNhnTpElknt28Of7X2LLFmCOPtK9x+OEFe428uOMO+7plyxozd65JClu2GPPhh8ZcfrkxlSsb8847kd99+60xnToZ8+qrxqxebVJKrOt3gQ2L6dOnm1q1apkGDRpkhGHh+OQTY/bay55YVaoYM2WKSYsL9eOPjbnuOmPq1482Mrjde2+0UaIoipIqxo61m5+99zbmr78K9hrXXGPntj33NGbevODG9tlndmy8Ngt5KvjvP2P+/Tdy/9ZbI3P57rsbc/LJxjz3nDFLlyZ/bLGu3wWSiqxfv17OP/98ee6556RChQqSSeACQ8+AhoE42HHHRUIkYYWQDfnbDz1kdRfEB6mxT80OQiL8zkFhMMRNffqIjB1rG/0oiqIki1NOsdoIxPI1asT/92RbDBpkf37pJdu5NAiYC0l5ZQknZbVLF0kJxYpFp7QyjyP6JDuFsDfHjvARmgy0GIsWSegokMaiW7dustdee8mgQYPk+OOPl0aNGsmjeahbtmzZ4t38MZrq1auHSmOR10mG1oKTGBDwsHDvKoc5jFAvHyGqUxvTNdCf441A6OijIymt1NAIuzJZUZTs5PffrTYDPQI9RRDbBwkVNlnKKKJIv6mwMWeOXZO4kQFD3xKyTty6hA6PYlxBZcYkTWMxcuRIU79+fbMJ/7sx5rjjjttlKKRfv36e6yTnLayhED/bthnTv3/EDdWqlTHLl5u0hhjdm28ac+WVxtSuvXPYZP78VI9QUZRMY8kSY045xZjffiv4a7DkNG5s56kWLRKnHUuXcPGffxrz0UfR465e3R6fyZNTGwqJy2OxYMECadq0qYwfP14aNGjgPZapHgs/WIcXXGBzjkkRIieZUEm6wzf/22+RTBMsX2p7+Ju3kVtNERdFUZSCZlngDZ0wQeTII22WRUHS+cnco5nj3nvbUtrVqgUzPsLHzHGEFtKZVats2XE+DwW6EuFdT0i66dtvvy1nnHGGFPN1h9m2bZsUKVJEihYt6hkQ/t8VZmBhgy+LFM8//rAuMkq3Ulwrk+BMcBc8qVx16thQCZ37rr3WFqBRFEWJhxtvtCEL5k02LlQ6jpcRIyIlvz/8MLhChqtX21LgpH6iXSC9NN3ZulWkePE06m7aunVrmTVrlnz33Xc7bngwEHLyc35GRTpDqVhEna1aRaql0cCMkrSZgn8XgfWLVwatCU3TqAJKnri/t4miKMquoMOo00Eggi+IUfHzz7aug2scGZRRwUYKESQ1NTB6mOMygUQZFfEQl2FRrlw5qV+/ftStTJkyUrFiRe/nTIcMC0IGCDmhf3+Rs87KzMwKIl3sLlBu00OFuvZkkqBMHjkyswwqRVESIzS8+GL7M0JL5sp4YRPXubP9n86i/s7QhYUCVBg+hAyo2qmdpYND9f9xwkmInIR0TixDqqahQ/D39MgUyA45+2yRn34SeeopkX32sZ+T0rvoMRRFUXJj7VobKmbThUEwcGDBPAp0A5092+ofCIcE5RT/4QeR//3P/nzffSJHHBHM6yoWLeldCKZMsSER6l2Q9kONCEIlmQqTBEYVIRN/M525c60eQ1EUBZgT6XtBjQVaiFeuHP9rsHljE8MG57PPbE2hIMD7QbMzQiz0GaGctqbYp1BjoUSDp4Jc4mbNbL16Yn+PPx7dLCyTQLxJjNNvVNCR8KCDbPMfDAxFURQ8DLQxxyAoiFGBR4H+H3DPPcEZFUBrdoyKqlVFXnxRjYpEoIe0kOy3n21WQzoqxaiuusoWofJl2GY0GBZ4MCgsgzAL1yW7FUVRsg82WA4adxXEk0kYBV3F5s0iJ58sctNNgQ5RbrlF5KKLRF59VVPpE4UaFgGV1Ka07MMPW+sXFx6lVmnJng4gxEScOXOmdQuyy8BIioWbbxb57jvrUiRf/emnrbr69tvtBKEoSnYwf77IwQeL9O1r54KCgLeXjRneTypIktYftEcBzysZKszRSmJQjUXAfPyxDQuQH403g+JahEpSBRc4HgT6h3Aj5ul+dve55Uwj5aLmAifGyeeIBTw37C6mTrX3yQknVFSQYjiKoqQPeBeOPdam5FMXYvJkkVKl4n+dJ58U6d3biuQnTbIFtYIADzLZbLRp0NBHyApkBUGmGxZANcvTTrPpVrgDn3vOhkoScTH//XfeRgM3jIpYUkNZ/Mn6wIigCJhzaaLC7tBB5IorrIYkP1U2Z9Pbb1t3I96Mbt3s484DksGlThQla6HOBPMcInbEmrVqxf8aGCUtW9pGWzQZc1kbQUCJgMces/MRugqlYKhhkWIIA3TtakMLcN11Nq0p1jKr69bl7l3w31++PLbX4j0RKlEC190wIPz3993XVtl0BgtptOR544Vw1KxpvRh0/uP18vOUYKw4Q4LwEBklpJ0RNlEvhqJkBjQ1ZF4oTFVMSlAfc4yt+Eua6pgxwc0RtGAgQwXef9/OP0rBUMMiBOApoKALqmbggqMQC4/n5l3wPxarPgF3Y26Ggv8+quyCuv/wurATQUPi92KcemrEi5Hfa3OG0TWVsuiAy/T++4NzcyqKkhoIddIdmVAD85w/YyxWmO+YE/CU0pWTUOqeewan+2jUyFYSZnNHh2ql4GSlYUHRJhrUhM3dTn0LVMjUo8cKj/WIUwkuN6PB/1iFCsnZ/ePFoErdkCE29unA5UlZXCrs4fXIC4wSPDa4I13GDDuTAQOs4EtRlPSC+YxKvCzehH7Rk8W7gUHgTiopYk1E36Soxqrpyg+8pgg00XugcyODLQzlrtOZrDMsOImaN7cnDq65gtSkTyTff2/dcdSlB9Kc8gpLcJ9buXISSqjEiYGBFwORqgu3MLngxWjTJu8JBlcnpdCJc+K54Xn0EqDJmaIo6QXVMLl+J06MvyQ2G0EWfmpKsEHBqKhRI7ixUXOHmhUsM3RDpTO1UjiyzrAg5RHLlxACxgUnFRkKYbJQMX4IdyCSJEU13dm0yXpjMDLYFThq1454MfJqRYxxgsCT+CdtlCk2pihK+oEwO14vMfowSn3/+KPNQMOoYN4ICuZZPCB4R+l3RGsCpfBknWHhYnU9eoiMHRtppIX3gvKtSmJhgsDAePllkTVrIl4MvDQoxlu3zt2LgYYDd6qD0Ah/R8OzgqSrKYqSWPBOcM2yQSoIhEWZD9gMEj5FIE6jw6ChiSKt0INsXJbtrM1GwwL4NAgkqYCJVcxiRme9u+8Ol/cik+OueDHIKKGXioPdA14MtCZ5TUjsMphg0HMQCqItPelhsWbSKIqSWH75xeoVCNPiZYjXIGDTQagU0SfzAEaKaqzSh6ztFYKQ8bzzrKv93HNtHB+xYdgEnZlK6dLWGCC84er9c/79/ruta4HbE7fkp5/uXF+DsMkzz9g4K0YGKWx4naiLkan9VxQlnZoQ0nSRVHgMCtLP44G/O+kka1QgsmcOCNqowEONnk1JLRnnscjJu+/aevXO3c6OGq1Dhme6hgq6CdJLBC/GtGmRx5mcnBfD36gIjwVt2hFeuRRXNBhDh4ZPlKso2QCrBBWF8UZSw4YiWHnpp/KaAzAqyMwgk23CBJuCHiRsZkhbxcNJmEU9IcGTtR6LnJCp4I/h33GHSP36NvamJIcyZayQk/x0LngalXFOUqEUgS2ZMHiXmGyYwBC2kiUyb54VeKK1QNUdr+pcUZRgeOQRa1RQRI//4zEq2MxR9wajgmt4/PjgjQo2IHiqEZLiVaEehpI6Mt5jkTOLgRPatfemzDalYytWTOowlP/fwaCFwYtBKV8H3iXEnngxcJcCZcvxdFD3wnHDDbagDrsTbkx47mcq+HXpEvF+OEFozht/Q8t3hGRAaIaKo7k9lxspwv4J69df834uep5MyPxRFHQQ6CJYtJ94ItLOPBa4/jp2tD2U0GVgVFAWIEhYwTp1snU00HLRTFE90ilev02SWbNmDYaM938qWL/emGuuMaZIEU5HYypXNub1143Zvj0lw1GMMTNnGnPllcaUK2e/E27Fixtz7rnGTJiw83czeXLkebndrrgi8twVK3b93PPPjzx38+ZdP/f006PHUaxY3s9t2zbBB01RkgDX3nHH2XO6a9f45kmup/bt7d+WKWPMl18mZoxPPGHfY/fdjfnmm8S8hxLf+p1VHgs/uOXp3InIE9gN0/K7oClUSjDiMDoQkraKwMuBlwAvBqJQvEsU1CFFDa0MDYv433+jqyquV/eaiEb9v/f/DTFZGhS53RUlynO+nns+v6P7InDVECv2P8/fav7kk0U++MD+TOfYFi1E2rUTOf981Yko6QW1gdA7kbaJODsWuGbOOsvWqSGUSeiZOkNBQ2gVDwjXWNCNy5Sdydp003igeAoXDI2xuGBmz7bxfiX14M4kTEJlP4wDILzQubOt7km4I2yNzLiSMC6YVMHV4aARHVofB22laVCHriS/Zm6Kkm5gZKN3oAUA3Z2pK0QoJREwF7ARYSOBERO2OSHTUMMiDkiLRCjoOuDBihWqvQgDpKjhxcDIwNhwoI0gbZVd0WGHhXtCQbyGcfHKK7b7IxMvUGOlVStr2GoRNyVMuKaDeADiubYwrC+80G4I2Aiw2JMNkih4P/oP8Z46XyceNSwKAZM/O2MmfIRKBe0MqgQL4RF2J0xaiD/9gk8MDG6Ic8NsZFC0jdTbV1+16XHOsMU4gmXLbGdH18JeUZINBjyhOzy6nKtcV7GA+PmSS6xRgoAZIbQLSSqZgaabFgJ2lixcVO8kBk+1OSX1sKvHsKAjIgszHiZcrWT5kPlBiAFPRt++dnIMY1EtMl1It6W3Cum2qOydUQHsEAmPYNBSuTSMn0HJXPDUkmGBUdG+vf05VqOCsARGBcUI6c+RKKMCjRVzM1l+SjhRj0UeFwmu9xtvtPF9Fi+ES5QGz/SdJAJGhFAh/WpyDZUQwyWei1iS8TvoZojniR3X4YeH25Ph3LoYRoTl/J8BwSc3zc1XEn3+nXKKyEcf2fMODyEC5fxgBend2xa1w7uL0Y9+KBFwfSPWxMuHIUOlXiV5aLppAPz1lzEnnRRJIWzc2JhvvzUZx8aNxjz0kE2RLFHCpuIefrgxN99szKef2rSxdGDdOmNGjTKmc2djSpWKTv+sVcuY6683Ztq0cKcW//uvMR99ZMwFF9gUvbxSYxUlaG67zZ5nXDvffRfb33At/e9/9u+YN15+ObFj7NnTvlelSsb8/Xdi30sp+PqthkUMF85LLxlToYI9oceMMWnP8uXGTJ8euf/ff8bstVfeNRlOPjn678O8MPvrlbz2mjFnnWVM6dLRn6dGDWOuvdaYKVPC/Vn4DCNG2FoA1MwYODDyuw0bjBk+3BpTilJY3n03cn1wXsUC186NN0b+7vnnEzvGN96IvNe4cYl9LyV31LAImH/+MWbQoOjHVq0yacHWrcZ88YXdkTRrZncW1apFL6osWo88Yszs2cYsXmwnF3bNVaoYc9990cehalVjLrzQPofnhh0WYSalc87Z2QtQvbrdcVF0a9s2E1qWLDFm5crIfQwOxo/R1KWLMR98YL0dilIQnnnGmN12M6Z379j/5vbbI9fR008ncnTG/PGHMeXL2/fCmFFSgxoWSZjo997bmKuuCu+ukYqiVIvcY4+dvRCHHWbMsmX5vwbGhz8U8sorO79WgwY2zIALn7BKmGF8b75pzHnnGVO2bPTn2G8/+31OmhRuI8MZFgceGD1+qsj26RP+cI8STr7+2pgtW2J77t13R867wYMTvzE68kj7Xs2b2/tKalDDIsE8+2x0/P7jj1M7Hoyb996LNgKuvjoyxooVbYnsYcOMWbSo4O+zaZPVXdx0kzFNmuxsZPjdqDw3zAs0Rsbbb1vtgr+cOLd997W7t88/t6GiMILxgBGBMUHM2T9+dniKkt/5Q7gtXu6/P3Keoc1KNLNm2VAtHgs9r1OLGhZJgB16zZqRi+zii6Pd1YmEBXvGDBvCOP54WyefMbDoO9AQ3HOP3YkkaoFfutSYkSONueQSG1bwh0YeeMAueHgHMGgWLjShBSOIODPhn5weHsJBiMboWxJWI4NdHOEQwiI5+5RgBD7+uP2uFMXx6KPGHHSQDX/GCuFgd13ce69JGvPnR89tSmpQwyKJngJ2jK6pGYsQrvZEWu/ssHF75/QW1K6d2PfOj5zu91NO2XmMhxxiPSnvvx9elyZen7FjjenWzZg999w53EDDNCa5sGoa/N8D4S5i54wdAShCUMIo6E6U7AXNlTsvHnssvmZf3Pr1S/QIlTCihkWSoXNf3br2ouvRI7gFjgUMz4S/E6i7uBEinnqqveDnzjWhg3gtoYRbbzXmiCOMKVo0MnZS2vASOPBmhNEbwGfAE4A3ymUGuRvemMsvN2b8+PAaGVxm7EwR7frHzrmDd4bvR8kuCIXus489D/BwxaLHGTIkcu707Zt4DQ9zARldeBGV8KCGRQpgocQ96P9oa9fGfhHyvJ9/tmIodpYuTZIFwEFIo39/65aPVWgVFmhhjqCUxfiyy6J/hyeDOCqTCZNYGGOpHG/S3C69dOf0XIS83bvb8FhYPTGcWyj5998/Mm7OJSV74Bxu0SIi4I5FY/HiixGP7HXXJUcYTAjXGcAawgsPaliEAC7A1q1tHQiKbe3KOr/iimi9hj++T82FTIa0XZdK5r/VqWO1DXgEwgbGA0YExgTCWP+4MTowPgj3hDFLhvPyq69sATS/2JeCQ2H0GinBQdiWc5TrLRYv56uvRowK/jYZRgVZWc67iTZLyXDDYsCAAaZp06ambNmyplKlSqZjx47mZ7ZBCRhYJvD998YUL24vEFIbn3rKLkhTp+5coY6UTZ7H81u1ssprqt9lS9ogoQRqSbCDZkeFHsAt1AhDHSx8LIphCj0wFowfjMOc2RklS1rvE+LJ3383oYXP0KiRDZlkYnVZxValdedlLCEGCsy565BzOxlzEcX7qLHDe3btmj3zX1YbFu3atTPDhg0zP/74o/nuu+9M+/btTY0aNcz6OHKWssmwgDlzIq5Ht9DwP6Wz/QI60h4RDBYk/SsTWb3aHhM8FmgcHFQMdaEHCuWEbbFmgUYXg8DTTZD+GzocCnKRnhymUukYEy4bhsUEl3dY67MoBYPidmSQUSgvP7j2nLgTfVEy0sYxIk47LeKtJIysZGEoZOnSpd6bfB6HAizbDAu3y0Z57ao+4obs1MmYBQtSPbL0g5LqfhElblpCTdTwCJsbn4nyhx+s9+m44yITtbuhoUF8iycrDJoSRH1oXPxVSVU8l94givafWxi++V0nhPBc+jpeg2RdVy6VFa+tes2y2LCYO3eu9yazyIHMg82bN3uDcLcFCxZknWHhT/0jqyNMbvx0hOP31lvGnHhi9EKNRuWXX0yovTCUFie0QwGunN6MevWspwCPRyqFuSwsFH1z4zrzTN09phtkkpGWjjFL5kesoBvCm8r3fvbZyZ2rEK3zvoQNlSw1LLZt22ZOOeUU07Jly10+r1+/ft5Act6y0bBQgufXX+1ijGCSHib+iZAdeFhjtIyLXRlZREcfHZ2K6zQ5lGOnwivFgZINYToKaxEW4RIPcwVVxcJ39M471jvmP5cQkMfidcCgdaHaM85ITnaT//p0DR/Des0qJmbDogj/FKQve48ePWTcuHHy5ZdfSrVq1fJ83pYtW7ybv5979erV8+/nrihxsGmTyNy5Ig0a2Pv//SdSu7bInnuK9Owp0rWrSLlyElpWrRIZP17kgw9EPvxQZMmS6N8fdpjIySeLtG8v0qKFyO67J2dcs2aJFC8uUreuvb9+vcivv4o0aZKc91diY8QIkf797TUAu+0mcvbZItdcI9K0af5/P2mSyEkniWzcKNKhg8iYMfZ7TySc63ffLfLRRyK6FKQHrN/ly5fPf/0uiNXSq1cvU61aNTNv3ryEWTyKUhjwBlCEy+8BQFBJpk467Dy/+cY2ejrqqEi6n7shskSjQ5vqwvR9KQikPuNdQYCq4ZHw4Pp3UCkWUXM8Xi6yrFxDvpNOSryoGK8i3jB3Pt9yS2LfTwl5KGT79u2eUVG1alXzKz7oBA5MUYKoj0HVSVcR1d1w7TOZpguk4FGGGyEd2TA5tRmkiVINkfz/RMbEcVEzBve+ZL2gdVGSCzotiuah13HQowhtQryZPPQRctlAhEwSXXcFMSmhP3cO0egvTNlRSgoMix49epjy5cubiRMnmsWLF++4bYzjbFTDQkk2LIjEj9nlu7x8JlRHOukHiJXT0ZReDZRJz+nNYMeK6I5qiaQXJoIPP7R9adx7duyYGh1INsE5SoYO6aLuuNNCvLAGiuuFc+yxiU9157xxhjHdhKmToaQXCTEschNhcqO2RdADU5RE7Ziefjr6MUqM0zCNbIiwpazmB+WOaVVPB9mcZca5HX64rVuAhybIz4a4Ey+JS6EllZrjpwQLiz3pyNR1cN+py/TwG8fxQhq0qxhLnZ1Eh7UoCOiMYDxsYextpIRAvJlw8YeiJIENG0T22cf+D7VqiVx5pcgll4hUqiRpxbZtItOnW1HcuHEiM2ZE/36vvUTatbMCUP4P4vP9+KM9Xog8f/5ZZN99C/+aSoRTTrHfJyBEvvxykd69RapXL/hrzpkjcvzxIkuXihxxhMjHH4uULy8Jhfdq3FjktNNEBg0SKVkyse+npHb9VsNCyXrIcnjmGZFhw0RWr7aPoYg/6yyRq68WadZM0pJ//rGKexYm/l+zJvK7IkXs5zr9dLtYVaxY8PfZvt0aFYccEnnsxRdFzjxT1f7x8t13IjVqWCMQ3nxT5MYbRf73P5GLLhIpW7bw5/pxx9lzg4X+009FKlSQhMA5cfDBkfvLl4vsvXdi3kvJgKyQwqChECWs4N5/4YXoFuOZ0v0TUSfiTsIXuKL94RKyZ3r1Cq48OiXYeV3qilApVesSxKafOOEEe9yobeL/XVAhrN9+M2a//SKdTREFJwLGiwaI0McrryTmPZTUEOv6XTRJho6ihJ7SpUUuvtiGE77+2oZDLrss8nvCC7ihZ8+WtIO6BkcfLTJggMi334osWiTy3HO2HgU1QJ58UqROHeul4fMXhjJlRA48UOTvv0U6dbLu77/+CuqTZA6E355+WqRePXuMJkwQKVbMhg0cRYvaxwoLx79VK/u941n65JPCeanygvorhNnuvNOarYU9l5Q0xSQZ9Vgo6Yq/hDgq+pEjU1t6OwjwJnz2me234vdi8PnYRRc0Y4ZEMUSjrucEfVEeekjL2TvwhPnFtvQPuuGGYLNrECo/84wxHTpEarocdJAxixebhDBhgjFVqkS+75wdnJX0Jym9QgqCGhZKuvLJJ7Zvhr+le+XKtsDPX3+ZtIeWPxddFDEGuB18sDHPPWfMpk0Fe82ffjLmmGMir0f2jWJMt272eOy/v21QGERWBkYg3X9vv92Yxo13zhBq2NAaG0HD+95zT6Qs/aGH2u9dyTw0K0RREoQLI3DD3Q/Nm4tMnSoZ8/kee8wKWteutY+ROXPVVTYDxAkL4xF3Iua84QaR55+3gtFsgc+OePaRR0QGD7al2V1mBuJGQiCFCXVQYp2wxtixIu+/b0WZfoHukUfaEt2nnipSv759LGimTLFl5gGB6RNP2HCYknloVoiiJJh//xV5912Rp54SueACO6kCmSUYHRdeaBfkdAWjYuhQkUcfFVmwwD7GgnHppTZLgV4s8cBxIWXSMXq01RB07pyYBS+V0HPj5ZdtaiWZGIB+54UXgtFLYEhwQ5fha8Xk9cNB44AxQVpxslKm0VTUrBm5BpTMRA0LRUkiXEVucWS3T5oqVK5sxXII9Nz/1A4Ic0O03Ayo114TefBBke+/t49hECD0xAtx+OHxv+ayZTYVceVKuwAiHqWGSLqDB4vPgreHzwbUiCClt0+fgtWfoD7JtGkRY4KaIX723996JDAmjj028c3D8MJgMGEQYkwo2cNaTTdVlNRA/4ymTXeOcbubv0/JxInGPPywMePGGfPnn+EuL47Q8+OPo0Ws3CgzTdXNeMaOZoOUxOLFIymvNNJKRqvuRMHnr1EjclwKo59geqTk9YUX7twfBi0DupUHHrBahmSm8y5bZkz79nYclJRXMW52sUY1FoqSWoh/E0cnnv7TT5EbqawuJIBnAw+Hg1ADO3nn3Shs8apEgefi4YdFRo60LeqBMV9/vUiXLiIlSsT2Or/8YnUbEyfa+2gQnn1W5KijJDT89pstXLVihS3yxP/+n9GPuEJQ99xji5Fde238+onff7ceiffeE/niC+spcuD1OPlk65mgvXm8Opcg+OorkXPOEVm40FbOfPxxGxbLtDCWkjcaClGUNGD4cLuQYHAQi/cvJkBNAxcnR+uAQNSFVbhReyLRru9dgfYCUeKQISLr1tnHKOvthJ5+TUVeMAOhR7juOrtQsxizyAblZqdOB69LWModKxZJRI95GQuTJok0bGifS+2PW2/N+/WpXkmNCBe2iNWYwCBjHM6YwAj1U7duRHiJOHL33SUl8P1gRPbta8d80EEir78u0qBBasajpA41LBQlzcCoYEF1Ho4//7QiUAeLDMp/PyxiFKPC2MBIcSWfiYOjg0gWlAvHuMDIIKsEGEv37tYrE4uRwKKOZoNCZegUcsJMRVEpt/jzf8uWkc/81ltWEJrTUMCwAAqDNWpkfx44UOSWW/IeC0ZH69b2ZxZRPhflqPEe5fyfRT9WkeSqVSIffmiNCQqucd9fxAyNBN8zN4zGVMP3ijAZwwfOPdd+z+mkEVKCQw0LRckwCBcQRvGHVpyXgImeRcC5pRHWzZwZ7d3gZ26JbDi1davIqFEiDz0UERli/OBCJ0xCf4r88BtFeHHIciDzAUOB1/fDZ3Sved99dledG+z2MRZYuIGfEaT6jQT/z9WqBdMoi9mVz8DCjDHx5ZfWq+Hg/RCvYkiceGJsHp5ksnmzNZw41/CYXXGFhj6ymbVqWChKZsOVSxYCkz478/POi/yOmD/6hdzAw8Fil8gFgrGhNcDAIFTgwAuAV4JFNJb393f3dKDfcIYAdTFcVso334hMnpy7VwHDK1kLIsYPBoQzJtBo+Dn00EgWB3UmgijZHSROJuqMO8aPARuLUahkNmpYKEoWgzbDeTb8Ho7Fi+0CwU7fcfbZtt4Gu1GKKAUN74WBgYfA7dYRaeLBwLW+K40IQkHG7zcSCJWEbdeMYUdoA2MCg8oVFgM+H23KMSYwlOKt/5FMqDVCjxz0Jf36pXo0SthQw0JRlFwXDhZBvBYwb57IAQdEfo/bGwODGhWlSgX73hR2wp2ObgStBOy3n9VgkP2SyBBNQWF25JhhkFHVkv9zu+EB8s+kCEUxIjAm2rRJD00CHh+MzD/+sGEgzg2EuIriUMNCUZSY9AzoDUjxfOediEeBWD+VQ3v1slkAQYJgkfdDEOlKULPwYtBgZKBvSMbnpkhXXoaCuzE+dAaxgDDUCS+bNUuueLYwsAIgliUrhzAOHhW8S02bpnpkSthQw0JRlLhgIR02zHoUyEgB7ieqTDOCzBEjbJiEMI3LjEArQpikIOmMZNbsyrPgbrT39oso8wNDi917XjcyOPC+pBsIfsncIfMFzjjDlh0Pm4hUCQdqWCiKUuDd/Mcf29oS9ApB0wAIJX/80YYtyC4J8v3QJ2BguEJZgMAToSeCT1JG8zMWuBHmiRV0GqSJ7spg4FalSvBhoTBATYomTWz2DlkzlGyn/kjY9CtKeFDDQlGUwGCWIGXVFXEibRMDo1OnYNIy/XF+DAx20BgcgGFDU69YweuBMZCfwYBgledmMxiOVAsl9EEPG0XZFWpYKIoSGMwSeBUojkTmg1v0ydLo1s26011Z6yBAQEijK7wkzqjAwMjLo+C/z5jSRd+QbEgbJdPGeZxc0TFXZExRdoUaFoqiJAQqa7Lgs9t17dQpyOXi9EFC2iaaCYyHZNaiyETo70K2D9oWqpCmot+Ikt7Eun6rXa8oSlwgUrzjDutVoAAUKZX0BXGQeok2gv8LC3MXWSn8r0ZFfCBOnTtX5O23RW67zRbj4j7eJrwWipIo1GOhKEqgYFSgk4ATTrBppGQbpLJZWiaDoYCRRwXPWrXsY7Nn23TRnKmydEhFlEuxMUVJ1Pqd5dIlRVGChmwOqmVSinvCBHsj+4K0VQSfrjiXEr8BQZExjAb/jWNN1kyPHiJPPWWfi4GBUYGwFj0FZcQx8vgOVH+iJBr1WCiKkhDmz49oMehpAsT1SQtV70XeMCOjXcFowDDAIHCFxfLSRdA/pUsXW4PCgRejRo3w9SJR0hcVbyqKEpp6CbR7p9omKasuTMLMc//9VlDoLyuebV6I8eOjPRD+rrVt29qaIo7997cZHHgg/Dcez/bUWSXxqGGhKEroYLZxIkxCJK1a2Z/pp4EWo2NHW6wp0z4zmS3OcMCD0Lt35HfoHVaujP4bjAREqzQvo9x2bi3lFSXZqMZCUZTQ4c/soC5Fu3Z2R06/Em4UraK7JnUxwtwFND8I/1DsyxkThDEcfC5nWHA86C1CLQm/B4IS4bmFi9SoUNIB9VgoipJS0AKwEKMPcE3JWHBpt05jL6A5Fn1ACKu4m7vPYouWwEHZ8fXrd34eNxZrjBnHu+/a98ztdXkuGS6OJ56wlUf9z3XPR+NAtoWjeXOR6dMj9xkj4R6MBlrG33mnps8q6YeGQhRFSStYoFno0WIgXkRr4BZfNAQYILlRt26k1DiwcGNc5AadU11RL6C2w7RpuT+3QoXoEAU9Sz77LPfnEt7A64CB4YwQBKvOA0FV0iBLnytKKtBQiKIoaQXaCnqPcKOMt39Hn5swkefzuFvMHdWr27/nd/4bz69cOfq59DyhDHjO53Kj0qefrl1Fjj5659fkf7qB+rdoLtShKNmIeiwURQk9ZEkQTnALOj9rKEFRkot6LBRFyRhyeg8URQkvBdIYP/nkk1KrVi0pWbKkNG/eXKb7VUqKoiiKomQtcRsWo0ePlmuvvVb69esnM2fOlIYNG0q7du1k6dKliRmhoiiKoiiZa1g88sgj0r17d7n44ovlkEMOkWeeeUZKly4tL/hrySqKoiiKkpXEZVhs3bpVZsyYIW0ok+deoGhR7/6UKVNy/ZstW7Z4gg//TVEURVGUzCQu8eby5ctl27Ztsg/l8Xxw/2d/IrmPgQMHyp1Ug8mBGhiKoiiKkj64dTu/ZNKEZ4X07dvX02Q4Fi1a5IVQqpNsriiKoihKWrFu3Tov7TQQw2LvvfeWYsWKyZIlS6Ie536VKlVy/ZsSJUp4N0fZsmVlwYIFUq5cOSkSYCI6lhTGCq8d1voYOsZg0DEGg44xGHSMwaBjDP8Y8VRgVFStWnWXz4vLsChevLgcfvjh8umnn8rpp5/uPbZ9+3bvfu8YS82hyahGXd0EwYEM6xfu0DEGg44xGHSMwaBjDAYdY7jHuCtPRYFDIYQ1unXrJk2bNpUjjjhCHn30UdmwYYOXJaIoiqIoSnYTt2FxzjnnyLJly+SOO+6Qf/75Rxo1aiQffvjhToJORVEURVGyjwKJNwl7xBr6SBboOCja5ddzhA0dYzDoGINBxxgMOsZg0DFmzhiT3oRMURRFUZTMpUC9QhRFURRFUXJDDQtFURRFUQJDDQtFURRFUQJDDYsUQ5Gwt99+O9XDUJS0Qq8bRQkvaWNYXHTRRTuKcoVxbEx0OW+//fabhGl8V1555U6/69Wrl/c7nhMWaGhHhddTTjlFwkK6HcOwXzPpMtYwnot+SP3v0aOH1KhRw8sCoAJyu3btZPLkyRI2qAR5ySWXeFUbKbZYs2ZNufrqq2XFihUx/f3EiRO962z16tUJubbvu+++qMcxXIOsDh3UGrP77rt75R3atm3rdRWnSGXYSBvDIuycdNJJsnjx4qhb7dq1JSxQ4nXUqFGyadOmHY9t3rxZRowY4U1KheHff/+VIHn++eelT58+8sUXX8jff/9dqNeiaV5QF14ij6ESToI8FxNBp06d5Ntvv5WXXnpJfv31V3n33Xfl+OOPj3mxThbz5s3ziirOnTtXRo4c6W26nnnmGa9q81FHHSUrV65M6fhKliwp999/v6xatUrCvsb8+eefMm7cODnhhBM8w6xDhw7y33//SZhIS8OCglxHH3207LnnnlKxYkXvwP7+++87fs+Bx7J78803vYNfunRpadiwYZ6t3YPA7Rb8N3Y677zzjjRp0sQ7cffff3+v02vOk4CT5eSTT5ZSpUp5z3njjTcCHx9jYGHkmDj4mQWxcePGcR/b0aNHy3HHHed9rldffTWwca5fv957bXZh7BJffPHFnXYs77//vjRo0MB77yOPPFJ+/PHHHc/h+YydCZZmd3wv8+fPD9UxbNWq1U51YNh5sotjok0EtWrV8qrk+qG4Xf/+/Xfc59gOHTpUzjjjDO+aqVOnjncck00sY00GuzoX3XmW3w73nnvukcqVK3u9kS677DK5+eabvc8SBOzcJ02a5C2IzHN4AKiGTOPH0047bcdzeN9KlSp55Z05977//vsdr8ExZTzPPvusd27zvZ999tmyZs0aCRK8epzfH3/8sTdvcM0w533yySdeY8pbb73Ve96WLVvkpptu8sbCtXvggQd6xh3zDp8RKlSoELiHsE2bNt6cTTfuvBgzZowceuih3rg4Rx9++OEdv7vlllukefPmO/1Nw4YN5a677gp0jdlvv/28uYj3ZH3ByHDnZn7fN7z33nvSrFkzb/6k/xfXe9CkpWFBCXFKi3/zzTfeREz/EQ5Ozp0pJ+v1118v3333nRx00EFy3nnnJdWy46K/8MILPavyp59+8i5eToB777036nm33367t/PgBDj//PPl3HPPlTlz5gQ+HtyQw4YN23EfN1rOUuyxHlsmSD4X48T1GhSvvfaaHHzwwVK3bl3p2rWrN8acpVZuuOEG76L++uuvvQvo1FNPjfKabNy40ZtsWSRnz57tTexhOoZc+Hg5mEQdr7zyijdhMBGkEgxfFpYffvhB2rdv752Pqd5NpopYzsVdgcHNtc65OGPGDG8xffrppwMbHw0duWHQ+M8lP2eddZYsXbrUW3wYAwtS69ato75TvAd8VhYcjGI8ID179gxsnLzXRx995L0mmyc/LJScYxhwHFvmSzwajz32mDe3MGfyGTE0WNjhl19+8TZjgwcPDmyMbAIHDBggjz/+uCxcuHCn33PsuC6Ym2fNmuUZZMzbbkHnM0yfPj1qAzF79mzvOurSpYskCuYLjBe32cnv+2ZTxlzEtc33zPyEMRo4Jk3o1q2b6dixY66/W7ZsGVe7mTVrlnf/jz/+8O4PHTp0x3Nmz57tPTZnzpyEjK1YsWKmTJkyO26dO3c2rVu3NgMGDIh67vDhw82+++674z5juvLKK6Oe07x5c9OjR4/Aj93SpUtNiRIlzJ9//undSpYs6R07fsdz4jm2jz76qEkELVq02PHa//77r9l7773NhAkTvPv8z3uPGjVqx/NXrFhhSpUqZUaPHu3dHzZsmPec7777LtBxBXkMN23aZCpUqLBjzNCgQQPTv3//hIwZatasaQYNGhT1+4YNG5p+/frtuM8Yb7vtth33169f7z02bty4QMcV1FjfeuuthI5pV+ci51n58uWjns94/FMq13GvXr2intOyZUvvswTFG2+84Z1LnIeMt2/fvub777/3fjdp0iSzxx57mM2bN0f9zQEHHGCeffZZ72eOKXPXwoULd/ye77to0aJm8eLFgYxx6tSpu/y+HnnkEe/306ZN8/4fP358rs9z1/+qVatMos69I4880lxyySU7fZ9dunQxbdu2jfq7G264wRxyyCE77vO93nXXXTvu811wDgQ9xpycc845pl69ejF930cddZQ5//zzTaJJS48FcTq8D4QNcPfgloKcLm/c5Y59993X+x9rLhHgpsMz4m5Y3HggcIO5nQW37t27e9Y2u2oHMUY/3E+Ex4LdvXPpsuvmZ1xhBTm2xEuDhp0IVj/vD7vttpvXmwZXqB//8dprr728HaX/eOFy9X/3YTuGuCAvuOACbwcMM2fO9MI5YRB/+o9bmTJlvPEn6poJM7Gei/m9Rs7dYNC7QzydaD8IWRGDJ1zILpXzk/mHcA7hOP8c9Mcff0TtrPGk4C3zX1941xh/kOTn7SHcgeeAUEmqwLuEXiXn/Mv9li1bRj3Gfa51dFzOa4En0n1WPC88lmh4L0JDsXzfrE14MELZKyTV4Pomnvjcc895CmMugvr168vWrVujnod61uFin4lS0DIJEw/0w5eMa/nMM8/c6fksLqkAV76L7z/55JMFPrZ83qBh0iZUxfv6Lxpii0888UTMr4O7NZFq7iCOIeEQYtu4XTFQcGnyN4mCcEzOiT030a3/mgGOY7JV57GONZHkdy6GYYz+uYQMAW645zm36BVB6IENFcZGTnLqQxIJ8yLnEYtzbvF8Hkc3kTNMkgqOPfZYL7SLTiVeQx8jFH3IzJkzPYE3WTAYo4mG40eiAOtNft93so5x2hkWqJ2xpJm0jznmGO+xL7/8UsIIOwfGmtPgyMnUqVO92KL/vl8MGCTsaljguNBzaiNSeWyZxF9++WVPO3HiiSdG/Y40RKx/4t3u+LgsDFTcqOHr1asnySKIY3jYYYd5Xh+exy4nHsOpoJ4WPGWOtWvXejuZMJLqscZyLmIErlu3ztPTOCOb3aAfPGnogPzXNvcTDaJldBfMP3SgxtvivGa5gScNr4czori+MJwYfxCwg8boeeqpp+Saa66JWtwYH1oUjhHXBEbs559/7okpc4InEpyHIFGQdorR7//8zC85U3i5j3YPLwtUq1bN87a8+uqrnmHBZw5S35Ubn332maf54Ljy/vl933gk0VXk1IVJthsWWLacqEOGDPGsMy4KhIRhhNbyZASwCHbu3Nm7WHFX4fZGLe54/fXXvUWGTAJOSlyw8bhc44GLwLn53AURhmM7duxYz0i49NJLpXz58ju5ezkeDz74oHef8BLjJJcbgS6hiGTWQAjqGLKzxPPBwpQIZbYfPCK4x/GmsHvh3Mw59rCQ6rHGci4iRiSDAmX+VVddJdOmTYvKGgHSVAl9cm23aNHCEygi5iNEFgQYsYj18KCxYJB5gmD4gQcekI4dO3qLM2ENrg0eYxHEgHACPhfOxOPRrVs3eeihhzwjjs+DUBFhZVBgOHMMMMSZ+9hhI25EiE0YBpErYU3GwechlIwo8a+//vJCcYwHYw5jnu8H8SEGCq7+oMHAIYTBGBzXXXedl0lx9913e14IMgz5TBhLfvi7fv36eRuPQYMGBTouBLoYDhhWS5Ys8YS2ZLGwxmCYsb7k930zNkIhBxxwgCdExYj+4IMPPE9LoJg04YILLjCdOnXyfkbcg1gFER2it4kTJ0aJg5zA8Ntvv93x9wh+eMyJr4JkV8KaDz/80BNVITBEWHPEEUeYIUOG7Pg9Y3ryySc9YRCfp1atWlGivkSPD/zCw4Ic2yDo0KGDad++fa6/c6KuwYMHe/+/99575tBDDzXFixf3jqcTq+UlqgvbMXSsW7fOlC5d2vTs2dMk+ppZs2aNJ/LiHKxevbp58cUXYxJEciw5pokmiLEm81zknOP9DzzwQO/a5m+4rnNOqYj5EH2WLVvWEwVeddVVnkAwCBDp3XzzzaZJkybe98S5VLduXU+Au3HjRu85a9euNX369DFVq1Y1u+++u3c8Ee/Nnz/f+z3HlGP71FNPec9BBIrwfOXKlSZoEDtzjeyzzz47xsLYli9fvuM5CJuvueYaT+DO9c3xfeGFF6KOZ5UqVUyRIkXyFEsHcW0zz/H+/u8ToSxiTcZeo0YN8+CDD+70WqwzJUqU8L4Lru+gYIyMhdtuu+1mKlWqZNq0aeMdm23btu14Xn7fN4wZM8Y0atTI+3ycm2eeeaYJmrRpm477mZBCol3GSnghdohIlt1kMmPEiQKxGjsH3OO4rbP5mkmnsRYG3ON4AoYPHy5hgLRJwiY5wziKktGhEBYRYlksKrmVU1aUdAORH27s2267zSvwFbRRkU7XTDqNNV7I/KK6JO5/QjloMygINX78+FQPTVGy27Ag3saOjhgXcUNFSXdYSPG8EANNRJXVdLpm0mms8YIegPg1+gFKvyMGpMhTbsJERckk0iYUoiiKoihK+EnLAlmKoiiKooQTNSwURVEURQkMNSwURVEURQkMNSwURVEURQkMNSwURVEURQkMNSwURVEURQkMNSwURVEURUnfAll0r6MxCg1zEtnaWlEURVGU4KDsFV196YRL07PQGBYYFdWrV0/22yqKoiiKEgALFizw2rSHxrDAU+EGtsceeyT77RVFURRFKQBr1671HANuHQ+NYeHCHxgValgoiqIoSnqRn4xBxZuKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKoiiKogSGGhaKkm0YI7J9e6pHoShKhqKGhaJkAxs3inzwgUjv3iIHHigyYkSqR6QoSoayW6oHoChKgvjtN2tMjBsnMnGiyObNkd99+KFI164i//4r8tprIueeK1KsWCpHqyhKhqCGhaJkUoijSBH789KlInXqRP++enWR9u3trVUr+/yjjxaZPl1k2zaRCy9MybAVxWPlSpGtW0WqVEn1SJRCooaFoqQzf/xhPRJ4JvA4vPOOfbxyZZHmzUVKlxY5+WRrTBxySMTwcJx5pjUs7rhD5JxzREqUSMnHULKcxYtFDj9cZN06ka+/Fjn44FSPSCkEalgoSjqxZYvIpEmREMfPP0d+t/vuIuvXi5Qta+9Pnpx/eKNPH5HHHhP56y+RZ54RufrqxI5fUXLy338i551njQsYOVLkzjtTPSqlEKh4U1HSCbwKbduKDBpkjQoMh2OPFbnvPpEZM0TKlIk8NxbNBB6Nfv3sz/fcI7J2beLGrii50b+/yOef25/vukuNigxADQtFCRvEmSdMELnxRpH69UUWLoz8rnVrG4O++GKR118XWb7cTso33SRy2GE7hzpi4ZJLRA46yL7Www8H+lEUZZcgIr73XvvzqFEit9+e6hEpAVDEGBRcyWPt2rVSvnx5WbNmjeyxxx7JfGtFCS+LFkW0Ep98YmPNjiFDRLp3jxgdu+0mUjTgPcEbb4icdZb1ePz+u8g++wT7+oqSEwzmRo1EVqwQ6dlT5MknI79btkzkoYdE7r5bpHjxVI5SKcD6rRoLRUk1778v0qFD9GOILxFdcjvxxMjjiZpkO3USadpUhMkCo0YNCyXRbNhgz/OaNUUeeSTyOMXbjj9e5KefREqW1NBIGqIeC0VJFojTcP3imSDN86qrIml2hDdQxbt00MaNg/dK5Mfq1SLlyxcsnKIoBQGxMeddtWrRj1NbBT0ROqGpU63Rq6ScWNdvNSwUJZFq92nTIiGOb7+N/K5lS5Evv4zcRzSp14OSDeARK1cu/+dRtG30aJF69URmzrTeCyWlxLp+x70lWrRokXTt2lUqVqwopUqVksMOO0y++eabwo5XUTIL3LmUzsYzgTjNGRXNmtksDL/rF8JkVCDivPZake+/T/VIlEzjzz9FDjhA5MEH8+9Xg+aCkNycObbOipI2xKWxWLVqlbRs2VJOOOEEGTdunFSqVEnmzp0rFSpUSNwIFSUdIYzRpIn1RLRrZ8Mb/E9MOexcf73ISy/ZdFY8LYoSBAiPzz7bCjMRC1MzZVeaoYoVrXC5Y0cr5OR/PH1K6IkrFHLzzTfL5MmTZRIFegqIhkKUrIGd/5572iyOdOsxgvuZUA49Ro47LtUjUjIBDAmKsbERJbRRq1Zsf3fRRdbQpQz9p58mepRKskMh7777rjRt2lTOOussqVy5sjRu3Fiee+65Xf7Nli1bvMH4b4qSsTDxrVplf9577/QzKoAQjktvvflm21NEUQrDmDHWqICXX47dqIBHH7WhuTffTNjwlGCJy7CYN2+ePP3001KnTh356KOPpEePHnLVVVfJS1iTeTBw4EDPwnG36jRCUpRM5O+/RU4/3RabmjtX0hpi2lTlRJHv+o8oSkGgLgpF2OCGG3ZOrc4PvH4UbiNjScm8UEjx4sU9j8VXX3214zEMi6+//lqmTJmSp8eCmwOPBcaFhkKUjKNLF9vngOZfXCPJThcNmttus8JTwiI//JCe3hcltTD3H3WUFS+jj6CiLD1tCgrL1fDh1oDX9SMzQiH77ruvHEKHRB/16tWT+fPn5/k3JUqU8AbgvylKxoEWAaOCGhCo2dPdqHC7y732sqp83NeKEi+IM9FIVK1qS3YXxqiAHj1EunWzoREltMQ1+5ER8ssvv0Q99uuvv0pNKqcpSrby778ivXrZn6+80ha6ygRwPZMay2ROVouixAuGNoXgCA3mLIJVUK8gr/n885qxlCmGxTXXXCNTp06VAQMGyG+//SYjRoyQIUOGSC83qSpKNvL447b8MOlxdAjNJFgUnnrKVgZVlFj566/oTrnodYKATr7/+5/9+bLLbNVaJXTEXXlz7Nix0rdvX69+Re3ateXaa6+V7k5BHgOabqpknGDz4INtNUEypJjsMplt22Jrx65kL5s2WZ3R5s1W+ItGJ+jXp+Q93vPzzxd55ZVgX1/JEy3prSjJgM6MtCyfPVtk8uTM0Fbkxo8/2jbuTOiuzbWi5AbGNaEKqmYi2tx33+Dfg1L5LVrY6p2ksp55ZvDvoSSvpLeiKD4IfwwdasWbmWpUuKJZ9DwZNMg2U1OU3EDki1GBDmLEiMQYFYBHBIMeCMXjxVBCQwbPhIqSQNgp+Z19JUpIRkM5ZdIGmcDvuivVo1HCCDojhL7Qv7+tlJlIEBbjqaBwVqlSiX0vJS7UsFCUgkAVQQr9sJPPBtiB3nef/RktSboXAFOCZcMGkc6dRTZuFGnTRuTWWxP/nhjzhEEweJVQoYaFosTLP//Y3RLpbp99JlkDinzSThFwUjxLURwYEtQ7IfTx6qupEfjSNA8xtZJy1LBQlHhBxEgqHS3QMz0LJCcDBljvxWuvicyYkerRKGHhlltETj7ZFsFKRQdf3hdhMdej9rZJOWpYKEo80NmXksKZVGEzHho2tEWKYPDgVI9GCQsYE3jw8GqlgsMOswYFAuMXXkjNGJQdZNmsqCiFgDbirhgctVvwWGQjd99tO07m09lYyXCo3YLGIQwceqg9L+Gaa2yBLiVlqGGhKLFCBcpZs2z/DEIC2Urt2iJXX535mTBK3uAduPxyK9i8/XYJBfQPobYFBg/dVMncUlKCGhaKEutE6hpxYVRQv0KxXpw//kj1KJRk88wzVtdAx9uw9JFBMPriizb1FFE1GwElJahhoSixgKbiyy/thJptgs1dVePEBd2unW3EpmQHM2dG+nXcf3+40j3r1BF54AH7MwW05s1L9YiyEjUsFCVWSpYUueIK7ZXhqFHDNoGipsWwYakejZIM1qwROesska1bbdE09Axho2dPa+ySqcI5qiQdNSwUJT9X/0sv2f+VaOgV4OpZUGmR4khKZocD0S7gBahVyxqTePLCBplaZKhQW4NQjZJ01LBQlF3x9NMiF10k0rat5sfnxpVX2kWG/iFUI1Uyl6++suWzd9/d1jGpUEFCiz8NfMsWkUWLUjmarEMNC0XJiyVLIor3s88O5+4s1ZAZ4nqHUPKb0IiSmbRsKTJ2rBVFpkuqNdVAmzYVOf101QElETUsFCUvbr7ZxpSbNLGpdUruUDCLAkUcK9dPRMlMTjklvcTL5ctbb8U33+i5mUTUsFCUvNy+pK4BFTZVsJk3HJuBAyOZIhoyyhyoBdG3r8iff0paUrWqyOOP25/xrH33XapHlBWoYaEoOaHJlquwiVjtyCNTPaLwQy2DyZNF3n9fQ0aZxMMP250+hac2bZK09ajRXh0B9oUXWs2FklDUsFCUnFCrgp3Nnnuq+zRWMCZYfNSoyBwwFPFWAN18KTyVjnBOIsKuVMlWznWaICVhqGGhKDmhkdIxx4jce6+djJT4WLHCpugq6cuyZSLnnGO9d+z4011jRJM0NgzAZmHatFSPKKPRJF9FyQlCxM8/V61AQUDASfXDVatE6tUTOeKIVI9IKYiu4oILrOixbl2RZ5/NDE8U4ZDzzxdZuDA1rd2zCPVYKIrDXwSLiTTbWqIHpcKnIqPLqlHjLP1AiPvRRzb08frrImXLSsYwZIjtI0IjPSVh6MypKIDLlzx9ShSvXZvq0aQ3d95p61tMmCDy8cepHo0SD9R6ePvtSDYU3rtMonTp6A3D+vWpHE3GooaFogDu3unTbYrp5s2S8a5uPisljynFHXS5cvozuKwavBbavjp9oKrmpElWI3PxxZKxbNgg0ru3SMOGalwkgCLGJNdXuXbtWilfvrysWbNG9qDXgKKEQah20EEiq1fbnHcmnEzciU6caHej77wTXeL46qtFHn00eAHn/vtb78/IkSLnnhvs6ytKYeC8xBszf74tS0/WiBLY+q0eC0UhpQ6jgt0Lk0wm7crGjLFCPMRqJ55oyzFjVBA3p/YEDB4cUcwHRcWKIjfcYH+mURndMJXwQgom3itCgtkAi+ILL9ifOfc1ZBco6rFQshvSzlwBrC+/tDqLdGb5cpH33hN56y2R8eOjwzoYFwgr6ZvQurXVQZBSy8JP9cwPPxRp0yZYw+bgg0U6dBC5/347mSvhg/OENuMsBePGiZx0kmQNffqIPPGESLVqtsYFtWuUQq/falgo2Qu7s+bNRWbMEOnWLVLCO92g3DIhDm7Ex/2aBsIRZ5xhjYmjjtq5NDmXP9UIX3nFZnRMnWqNgaCglTqCOSWc/P23SKNGNhzYvbvNmsgmMH75/L/9ZrsY0wpeyRM1LBQlP9ih4KFAJf7LLyL77CNpAZcsY8eQwDORs/9B48bWkMCgqF8//xoElDhu1cr2RzngAOvFIZShZDaIdvneMUYJA06Zkr7VNQtbYZSCeFxX6I9OOy3VIwotsa7fWiBLyV4Qb2FQsEiH3ajAu8LEjyGBQTFvXuR3GEZMjBgShDpq1YrvtQmJ8Lp4b37/3RYSwj1evHhw4+cY33OPTWHce+/gXlcpOHfcYY2KcuVEXnstO40KYHNx/fUiQ4cGnyGVpajHQlHCCvoIivmw6L/7rsjSpZHflSxpxZh4Jk49NZjFevZsGy5Zt842X2OiDaLiIlNMs2Y25ESdkEceKfxrKoXjgw9sC3QYPVrk7LNFsv1aW7nSdkNV8kSzQhQlL2bOtJUFw1oSm/RM+jTQp4TJnwUeowJhWdeuNtODmDhuW2oNBOUBOPRQu8jgAUEx/9BDwbwuxgkiUcBj8ddfwbyuUnDIgsI4pd5IthsVwLHwGxVae6VQqGGhZBeEFK64wirfqVkRBhYvtgW6GBPGBE2fcE1TuIfJrmdPG5rAuBg+3IYqElVm+eSTRQYNsj/fdJM1XoIA78oJJ9i0UzplKqmFcwwPEm3RwwCGMnoPNEFoHlIJ53yDBiL//JPacaQxGgpRsgtU7xgWnHvoK6pUSc045s6N6CXIxPBfhmRluEyOpk2T37OEsbCTpWgQGR1M9Cjng0rtxYPxww92EVGS7/Jndx4mKFKF4cn1CJzvt9xiNSBUAk32xoNrDkE0Ik6uz0xowJbs9dsUgoEDBzIbmquvvjrmv1mzZo33N/yvKEll+XJj9tqLZdOYRx9N7ntv327M118bc+utxhxyiB2D/9a8OReUMXPmmFCwdasxbdvasVWrZszffwfzumeeaV/ztNOCeT0ldt5+25gaNYyZMsWEhp9+sucX50T16sacd17kmmjWzJhffkn+mL7/3pjdd7djeOml5L9/iIl1/S6wYTF9+nRTq1Yt06BBAzUslPTgiivsZHHYYcb8+29yFudPPzWmd+/I5Oluu+1mF+6nnjJm4UITSlatMubggyOT/MaNhX9NDKeiRe1rfvVVEKNUYmHePGP23NMe92uvNaFg+nRjKla0Y+I8mz/fPj56dGSspUsb8+yz1jBPJgMG2PcvX96YBQuS+97ZalisW7fO1KlTx4wfP94cd9xxalgo4QdvQZEidrL4/PPEvte2bcbcdpsxFSpEGxNlyhjTubMxr7xiF+104LffIpP/WWfZz1ZYbrrJmEGDjNm0KYgRKvnBgt2ggf0OjzzSmC1bUj0iY8aPt9eDM1qXLYv+PYt5q1aRawcP19KlyRsfG48jjrDvfeKJyTdsstGwuPDCC83//vc/7+f8DIvNmzd7g3C3BQsWqGGhJBcWQzdJdO2a2Pf67z9jLr44MiHuvbcxl1xizHvvBbPjTwUYYs41fPvtqR6NEu93V7my/e4qVTLmr79SPSJj3njDmOLF7ZjatDFm7dq8r9uHHoo8d599jPngg+SNE+9ayZL2vZ95Jnnvm42GxciRI039+vXNpv/fbeRnWPTr188bSM6bGhZK0mC38eabNgQSlFYgr11Oly52IipWzJihQ5MTckkGL7wQMZbwuAQFxycIL4iy8zn/+OM25MZ31rChMX/8kepRGTNkSCQUhvdu8+b8/+a776J1SYQWk2WkP/JI5D0VkxDDYv78+aZy5crme8Qt/496LJS0IZHuTNzLTpjIZM6uLNO48Ub7+dhBTp5c+NcbO9aYevWMefnlIEan5DzXO3Wy39e55xqzYUPqx4M42RkHl19uvXuxgiHBOuP+nvNm5kyTcDB6J05M/Ptks2Hx1ltveS9arFixHTfuFylSxPv5vxhOFNVYKEklGTsbvHennBJZdN9912QkTLKnnx5xqxd2B3zfffa1ataMbeeqxMe6dcY891zq9QGcNwhGnVFwyy0FH9OHHxpTpYp9HcJz998fn4GihM+wWLt2rZk1a1bUrWnTpqZr167ez0EOTEkyXOjffptZ1vk339gFMJGq8vXrbZyYia5UKWM+/thk/GLVqJH9vPXrc0EX/LXYRVetmpr030zkyy+N6dUr9YZEzlBXt24Ro+Lhhwv/mgg9zzgj8prHH58c7ciiRdYr+fPPJltZk+h0U4dmhaQx7CSYjNhN1K5tL9ImTaKfQ857OuoE+GzUhuAzoXtIBIjOjjnGvkfZsplllO0KFPv77ms/d/v2hdsxYvQ5kWteIj4lfxAXOoEtOoaweAvJ5nCaoxdfDO61MZ7QMLnMEtJCR440CYWsKKdXydJU6TVqWCh5MmGCMVdeGXEpuhs7bnYCLh2NXQBCKwrXkNedzHSvwsKk4xZ8dhpBQ7ooqXu8xx57ZN9EQw0Cp5j//wyxAoHRetBB9nX69QtyhNkBIaTu3SPXMIsfXrRUs3o1i4MdU4kSxrzzTmLeZ+7cyAaC2/nnJy6Vm7RdV1/DFbWj5kY6brzCbljEixoWKdo5+N2jiLncxYGlz8U4ZszOE9JHH9mdpHsuEwRuTWpChJkVKyLjJl0tERU88ezw+lTyJOSSjbz2WuTcePrpgr/O669HjMAlS4IcYWZDhtNRR9ljR40WNCthCIPwHTZuHDG6E+3JoxAdRqnLNqG6aKJq1VAJlPRxlwLrNEIjRphsYI0aFlkOx5eTnZQuqtf5NTCo8VFlI4TKr1gOwkTK2jZtunMJ6rCUn85Jz552jKSoMekEyT//WG2BEzD6MqSyknvuibi6KXpUEFgMKZLE61A4S8mfqVMj4Sh20cms77ArEPTWqWPHRf2MZGRuOPAa7r9/xNC6+ebEFQNjHrjjjsgGJksym9aoYZGFEKogBEDc229Rc3vwwWAmMwpMEctld+n/DsPiDmQiczsXQj5BQuntunXtayM6DKthlUwwCjgnnPeroMcELQ+LYxh23OnAF1/YtOZDD7XhgDDw448RMS67+F9/Tf4Y0On4C9ThWUzkdYo3mBovfgPm8cfthi4Dw6NqWGQbnMRuQXU3FkFSu3DVBzlhY62PGxe5z2tT2ZL4Li7IVC4O7HjZrRDuCZI//4zshnC1UupaiXi1WrSwx+aAA2yoSEk8XINhEbxiGLoS9hg7qe5/Qx0Z13AQ7Rg9eZIxLyEar/3/QnhXQp2QYVg2XoVEDYtMhjgfxWa4WPwiLuKZWOi4p+kamCwIB/gNGvoSoExPlYgMDUiQgk12hAhY3cKJkaHsHFevVcseI0R7hXFBo5EJQ+npMLF4sTEnnWS9AmGDkCrhVreQ8v2FAYwblwrOjVozbIoSzQ8/WK9JTh0GqbaIWtMYNSwyCSxtXPz0aWA34E7WAw+MtsJTeUFjXKDbYHfgxkfsl1TWdF6IMdBcLJsOjKneiYUZdDzlytljhcCtIDtEsgcIqRDOUyzTphmz3372uB5+eLjCRaNGRdJc27ULR0ZKTg8CXkyE504XRd+eZBmDd/h0GIlMfU8SalhkCvfeG9kJuhuxVS5ictfD5mJbudJa5i5swC0ZlSg5FnhygoQeBUxEfAb6jCRjt5PuoJNwIbmC6HrwDrn+FonuQpsOEL93iyKGbZiKM+ExdR2DzzknHF1Td+VF4Bp2cxLp9skqc75xo/Xg8v35S+HjlSOElEaoYZGOkMHwySfRTZnwAvhrTAwfbhfvsMNneP99m57qL6DEZESVxSBdglQMZTHD9RhUoyXCKS5mTHhJdQOxM3hwRJlfkPoFTPr8PamUYdqdJ3suoPGVWwg7dixcldMg4Tu5++7I2Hr0SI+y2miB/KXF0aAlM3V+27bo87lPn8h5niY6DDUs0gWs2bffphd9pPiKX03MoklnzlQ3EQoCdjS0PuYzUjGPBaSwMWMuViccZNcUBOwq0Ku4iz5RBXcyFSZPZxzwPXMOx1ufwcXsuTayDc63Y4+NLID9+4enAyzj8DcDw9WfbsYfmzcXWsI7hlc4FYZRnz476zDophritVENizCDkttfY8If5iD3m4JBmQgCUwop+XUi3E44wRboKojFTplgt4BRarqwkKLqygQzuYdFdZ+OO24nnKtWLf529WQzuVok6bAbDhKug1atrF4lURUrC/qdutRibnim0hX0aMy/7rMcfXRq2sovzkWHwfd+550mjKhhESaw6P2iJvpz+BdW0hcpi0xuejZMohyPzz6zDX38KbLXXRf/zs5pIOhyWFioNOrKVLdtmxleolTC9+PqflAAK55Os4TKXLogOoNswL/zp9FWmOqkcC24Dr4UQ3vlFZMRx5uNCTV5XJVQQs2p8MBs9OkwGMtNN0WPMySoYZFKOBGoc0DL4vPOs1kFpB/53YnshhNRYyLdQMDUt6+12P1VLBFi5hf/dDFKLsbCCscQmDq3ZIcONh6rFB7EmM5AoM5JPC59yrGziLGjy2TwBBBeoDNpWA1EdvR8hxjeVO7NJH7/PRJOdSHVVOnYtm2zAmh/ujwVbRkfnuwU6zDUsEiV9YtWwtU88N9Y/JS8yWkYcBxd6XB2EYRRcqq8nbeDmGlhQDjlMhE6dQq3uj0doVeES0kkZTpWMO5yZkGQrkfWUabUuaBaLqFAN08kswR2rK566tK4yqqTJpmMhAX7rrusIevCd3hVw8Cpp0bODzIESZ9N0fqphkWiIWacszcC8WB3AjCR0lKb3RZxe90Bx2ekXXZZtLAJ7cltt0V0FCz+NF3ye4IKAkaLM1BoxpYGyuy0hHCG+y4L6kZH6Os31hHWMskGoa1JBRgRhEH5LLjjEWmHbSfv0sYRXWdDXxxqhlAfyGU13XDDzpuaVBh3t99uTMWKkXOfsE0KagSpYZGIyoK0yEXt7uLGuAX9Jx2KXtz6H38cvkIx6Qh1I0hrcwpuF9/FbRwEhKpcHv6ll2aHviWV3HijPdbUZShIHwUEd08+aSt7uu/N3Vq2tBqZdOHVVyPF5FjIZs82oQIjokoVOz5KVGdTCft166Jb0TdqFI7vZ+NGY559NqLDcPV1khhKV8MiKPgiXTdL/42JjfoGqVASZxvEoIkvuhS8AQMK/5pPPBH5LumGGpZ0vkyGY0w9BueBKsy1g8eQZk94BZ2R4a+oyC6PWxjBi+nOvZNPDl86M+Jyl/rOwhVvRk+m8NZbES8Bm8jHHguHHm7b/9cIat3abo78Alt6pCRwg6SGRbwwHiYm3Ev+C4lsA791eNVVNrc+HYpUZSLspApbupyKkP5MlDBMFtm0G2QHyLHHYA9iHqDMOpO+XxtDy2wMjuOPt0XZwlQ1FaEwY0O8HTYvGQuW86TgBcr2eY61gB4tbr7g5zAZWtt9cxep/E6HkaDOqmpY5AehCprnkNZDZ04n2skZAybOyG4ZkZWS3nARItBy3zNxSzUqkg+aCOdmpydIIhZXlP1+DyM6GmpDMPkS1kw2OQXBYUol9YdnnIgZT4qmW1uYI/COuVR06twQKpk+PVzzx5NPWg8LocYEGdJqWOwKYrHuAvLf6FyJaDDN6rcrMcAEgP7FfddU21NSB5Oym6ip4ZIIELaRssrGwX+dI0RMZugLbRZVFcPcjA+Pjzs+iJgJPyo7i4cJf/vPJbxvLOhh6Vq6YYPNwkoQaliwQyA1igpmuENJUXPgynKFqS66yJiXXjJm/vzEjkdJrVHB4uUmA0S2Suohzdd9JzSRSyTz5hnzwAPGNG1q++84MDBIYSVWHXQ/GDwxeETdZ0yUAVXYa6Nfv8gYqQ2jeqNdHy+y/DhnXHM4boSP6ItEO4DtIfJiBEz2GRZcDFOnGjNwoK2amLNUNo/5IQ8+g0+AuOFY4J7FVcwub8aMzJhg+AyubwU34u1KeHDNrAhF5kzfThT+3TixaHdu4MUkhk5qbGG1BeiA6EDsXhsDI2x6Cq4NinK5MRIm1DkxdjBEaajoLzPA7ZBD7OOF1YKFkOwzLPBQ5DQmKPd89tl2sQy6pXYmVQfF+qY6aM7QEMcPtygenbAq7HcFEzkeKZfFky2lodPtPOQc4zsiEyHZbcGpcEhYrGHD6HOfOjToPwoSFqV4m6v/wJw0apQJHcyXVAV21wbufKXg5zCeCuYaJ3yV/0+rZm4lNJEhBlus63cR/pEksnbtWilfvrysWbNG9thjj2Bf/LzzRLZsETnhBHs79FCRIkWCfY90Zv58kQkT7O2zz0QWLIj+fYkSIi1aiJQta5+zfn307xs2FGnXzt5atrTPDyv//ity4YUio0aJFCsmMny4PT+U8LF5s0jr1iJffSVy4IEiU6eKVKyY/HH88ovI66+LvPaayKxZ9rEvvhA55hj78z//iJQuLbKreYuxt2kjsmGDSK1aIm+/ba+bMMHYOncW+fBDkd12s9fGueemelSZwerVIiNGiAwZIvL995HHDzpIpHt3kW7dRCpVknQl5vXbZKN4M1tAS4LSG0Gq20Hl3JXRA4DsiJzVQdnRYGkjeMwpWHI7MXZ0dDhklxkmi5yiZWecEfmMdE5Vwg2ZGqTJ8Z1RACvVZdV/+slWdvWHA6l3wi6UWhxcV7l1vqWIEdcLNQaC1mwEAe55Kpa6a3jcuFSPKDPZvt0KlMkecU3O3HxEzxyKKKZhqDk7PRbZzrJlIhMnRjwS7MD8sHNv2lSkVSvr0cE7UaZMbK+9dKnIJ5+IfPSRyMcf292bn5o1RU480Xoz2H3uuaekbPfbqZPIBx9Yj8qYMSKnnJKasSjx8eOP9pxct07kkktEhg4Nl8fx+ONFPv88cp/zq317kZNOEunSxXr63HVYoYL1BoSJv/+21yfHmfG9/77IUUelelSZz7p11nP63HMiX38debx2bZHLLhO5+GKRffeVdCDW9VsNi3Rm1So70TlDggnDD5Ny48YRQ+Loo3ftxo0VTpkffogYGZMmiWzdGm3ANG9uJzGMjWbN7GPJcPF27Cjy6acipUqJvPuudUsr6QMG4amnimzfLvLggyLXXy+hgfOea4xQyejRInPnRn53xx0id94poYVNBgbQn3/aRYzrtn79VI8q+/juO2tgvPIKi6F9jLmRc55QCXNmMubKAqKGRSbCicgi7gwJTtKcX99hh0UMiWOPtTuTZCzoGDgYGtxyekoYAwu802dUq5aYY9Ohgz0+7BxZoFxsXEkvBg8W+d//rGGMRuG00yR0OOMaI+ONN0SKFrW7Uee1SDUY+pMnR4z/b7+1j6Nh4T67ZSV1MGei58HIQFvkqF5d5NJLrceOn0OGGhaZcvIxOThDYsYMkW3bop9z8MERQ+K448IhDPrrLzt5MakRPlmzJvr3hxwSCZtg/CCIK6zn5uSTRaZNEylf3orSjjyycK+ppA6mpJ49RZ55xobqvvxSpFGjVI8q/Mfst98ixj1zBvOHH+aIkSNF9tknVaNUcmP2bBv2e+klO5cBhipzGl4MQrkhCaupYZGOoA+YMsUaEUwM06fb7AY/BxwQMSSI+YY9Nvfff/ZzOEODn3Fz++PUGBfO0MA9G09cfflykbZtrfeGTALep0mThHwUJYlw3jOxEtZinuBcRw/ADZ1QrNqgTAaDnbnCGROEOfxUrhy5rrhG1KAI//z/5ps2o8Sv5WGOx4OBJyPFniY1LNIB3JUstM6QwKggXdZPjRoRQ4JbCN1jcbFypV0s3GS4cGH076tWjUyGhE/23jvv10JAynOw+JlEeV2NG2cO7N4wKAg5+CEG3aBBxNDgtv/+4RJ6JgK8lXgtnZHOfOH3YO6+u9VROW0Taa7sfJX049dfrRfjxRetGBg4v5nvLr/chgeLF0/6sNSwCBvs0qkLMWdOxJAgzLFxY/TzsE79hgQWaqZOmJx6P/8cMTKw0jdtivyez3344RFtBuENJk/AICH7hAtwv/2sUVG3bso+ipJAz8U339hF1N0WLdr5eRiWnB+Z5tXgszpDYvx4a5j7oT6CM8QxwsKi8VCC23y+847VYvD9Owh5k01CVkmdOpIs1LAIEg4RCx6uR24UQcnt513dR1zoDwH4TxBnRHBjoshUQyIWVyDiSzeRuiJFjnLlrNHF7dFHRf74w6a5YqixY1XiO9YYcuhb2OWm0zlHYTe/oTFz5s4hQ7wa7Nj9Xo10MNKZZ7gGnLGNN84PcyYGtfNKqAgze5g3T+T550WGDRNZvDjyOAYlXowzzhApWTKhQ1DDIqfVl58RkN/v0AoEARkSnAhaHTS2vHv/bm3Fiujfo3DHU0G4SMkfJiNqF7z3nhXV4i1Ds4MBR3puOhtJGBcYGVS+3JVXAwPDeTZIgy6scLiwMP3+9FPkPMfY4/M4mBsYpzMkSON2XjslO/nvP3sdo8UYNy6SGbjXXrbaMIJPBPIJIPsMiz59RJYsyd0o8F+ohYF4JWOm+BPZB9z8P+d3n5+xKNWQiB9iyaTMufQ5dqTkgqPJUPKGy/uee2xND0IKflhUmaAwdDONMHs1CGf4i83lpjNy4T9i6qkob66kT5uGF16wngz/eUTLBQyPgA2M7DMsuBj97qHcwJUeqwGQ2++IX6pRoIQZvBAsooQ3HCyY7OQ5d484wtb74Mai6j+fn3jCTk533ZUSYVjSvBruhkcsL6+GX6tRWK8GO0xSoZ0hQb0Lf1iUzQaZUc6YYDHQeUaJd+PF+YUxMXasNZo5vwM2ShNiWAwcOFDefPNN+fnnn6VUqVLSokULuf/++6VuHKK5hBkWTz9tD25exgLvFeKKZopSqN25C3GgN2FnThquK6tOWXO8d+TD55VySOiAsAhZSaTr0kgpk8WwTHs5vRp4xHJ6NagfkNOrQXOx/BZ+Uj9deINwXc5aLoRAXXgDoyKdQ1FKuPj7b5ttePrpgb90QgyLk046Sc4991xp1qyZ/Pfff3LLLbfIjz/+KD/99JOUiVGBnZbiTUUJG2QXsfizO6GGhx8EreTDx1vPg78hPournl06AllU59mye47Vq4FxljMDhWmUPj1OdEm2Uk5tFbUknDGRiOqzipJgkhIKWbZsmVSuXFk+//xzORarO8CBKYqSo5GRC+cBVSl79Ihof1jgXIijMIJgPBe0dmaXDfReIZ9+V/VEMpV4vBp8Bzn75WB8uPAGadPqMVXSnFjX70LVCeXFYS/UqHmwZcsW7+YfmKIoMUA6LR4JQhzshgcNEunVy/6OsMZZZ9nmRVSoDGrhpyYILnzeq29fm0PPYkq9kWxz12OckXHE7ZxzIumgOb0aTttFiMR5JEiJTlWHX0VJMQX2WGzfvl1OO+00Wb16tXxJLf886N+/v9yZS9c/9VgoSg7QCCGyxJDgRhqin4susjnsyYIQC+3AL7jAGhlK3l4NBJrpUCdDUcIcCunRo4eMGzfOMyqq7SJemJvHonr16mpYKIozJpyLHA8gngdXM4XHye5wIQ7ElMleuMgyoZ+LGyMFm5gytHS6omQdaxMZCundu7eMHTtWvvjii10aFVCiRAnvpijK/4OwjxAHN4xuSrsD2UtUz6MAEoYEbvVdhBmTgj/VkjAAIQG6aD74IBOB7tAVRSmcYYFzo0+fPvLWW2/JxIkTpbaWk1WU/EHsR7jQGRM5MwaWLrX1E+C11yS0YFigN8BrcdVVIh98YEMzVaqkemSKooSIuFrf9erVS1555RUZMWKElCtXTv755x/vtsnfOEpRlGhI2UTM98gj1qggi4B+D6Rzzp0bMSrCDt4T6mU8/rgNj3z4oe0yirGkKIpSEI1FkTzcnsOGDZOLEJbFgKabhhx3OqiLu2BgKDz2mMgtt9hOtUDp8WuuEWnf3mZxUM+AsEc6g9cCYadraU7qK5kkGvZUlIwlIRqLJFf/VpLJ99+LvPyyyKuvilx9tWYBxAPXBR0p8UjQk4P7GA706ICzzxY577zMqmNArQzKVGNAYVCQwYInRlGUrEdngmzmn39s9caXXorsPCn007Vr5DkTJtjmbmeemXn9I4LQTrz+ujUoZsyIPI5ngloGjkw9bvS44LNTR4OMFWc4IUhFgMq5pChK1qGGRTZCHwMKLVF6mHRHt/jhpqftrl+MRw0SWjlTxvjyy0WuuMIWUcp2SAkl5dIJMVlkqViJt6dePckqCO34ue46W1ALg1XPFSUWli2zXj82MErao1uKbADXPF4HBx3vqOSIUUHZ4aeestUD33hD5LTT7G4T6MBIS20MDf7+7rttH4rOna0nI9tCYxRCcuD2R5DJsSHkwe8os51tRkVO6K1BpgglwRF20gBNUXYVgr3kEpHq1W0qMyXlHXhTuab++iuVI1QKQOa0TVdyLwk9fLjVTtAkjovYgQufiT+WDpa4/N96S+TJJ0W++CLyOBUZee1MhsuDVFFc/pS3pjImrceBZl0cVxUsRvPLLyLnnx8JD116qc2AKVs21SNTwgAbGrRIgwdbb6iDZm60/W7c2N6niR7l5J2mh5AbYcaWLTM3vBhyYl6/TZJZs2YNhoz3v5IAVq82ZuhQY445hiUxcitb1piFCwv/+j/8YMyVVxpTpowxr74aeXzlSmN+/NFkDFu3GjNihDFNm0Yfx/vuS/XI0oMtW4y5+WZjihSxx+3AA42ZNi3Vo1JSzddfG1OrVuR6KlbMmHPOMWbyZGO2b488j58HDDCmZUtjihbdeS679NJUfoqsZU2M67caFpnE4MHGlCwZuQCZ1Nu2NWb4cGPWrw/egGHxcDzwgH3P44835rXX7MKcjmzaZMz99xtTrVrkOHJML7/cmJ9+SvXo0o8JE4ypXt0ex0qVjNmwIdUjUlJxTfk3IKVLG7PXXsb07WvMggX5//2KFcaMGmXMhRcaU7myPZfOPz/aCLnrLmM+/zx95500Idb1W0Mh6cysWbZokRPIUagIASZxfoSEuKPzKbkeGP/7ny2chC4Dqla1Yk9urp5DuogyDzhAZP58K1hF5HrllSKVKqV6ZOnLqlW2zkWnTrYjq5L5MA/QJZdwx+rVtgusg9AiYQ5/ufh4XpfusoRCCOUCGW0NG9qfWVPIyCJkctJJ6TX3pAEJb0KW6IEpeYCIcuRIq7in+yR1BO69N6KF4DFilakocIWAkRjpc89FxKKIHM8912oxwlZ0y+knXnzRisScaJVaHhxLak+ofiIxUA6cBYciW0rmsGGDvdYpEkdmEHDdz5kTm56roMXaBg60lWBXrIj+HXoNxNUYGkrS1m/NCkkHNm+2Yku8EXgnqOKIAcFCSEdMB/ebNUvdAo6ym8wRdvsouhFZ4QFArOUfE58nlWA0YJwhwjz2WJEXXrAZMQ48PVSSVaMiMdAbhePLcUYA7D+HlfSETcUNN1gPac+e1qgoV86mX5OSnSijwgk7qW7LZgZx9R132HkQEH/6hZ54NzB8OAeVxGGSjGos4mTbNmP23z9avHTEEcY88YQxy5eb0PPdd8bMmRO5P3u2MXvsYUzv3snXLBDfzamfKFHCmO7djfnll+SOJZv5919j+vWLiPIQ8335ZapHpRSGN96IXFMIddF7pXqOX7LEmJdeMmbz5shj114bGSfC7DvuMGbKFGP++y+VI00bVLyZrvzxhzGDBkUrpMnCYDFE7JTuAkIuZL+R1KqVMWPG2MUmkSxaZDNZ3PsiAkPwtXRpYt9XyRsyAWrXtt8HRgbnRqLPAyUYMeawYca8+GLkMb43BJXvvWc3Q2GFDVmTJtFzELeKFY3p0sWYtWtTPcJQo+LNdGLtWuuKx0Xn8ronTxZp0SLye+olZEKvCcRXFE+iJsZ770XEnrhQqeqJCDSIegec1tTx2H//yGOEPRASXnut1U9QLVNJLZzbffpE6qE0by7y2WcFE/YpiYUiek8/bfVIVMpEoE0VX6dNSrd2Bmgy0PogMiUcx+dZuDAStqV2D/PS4Ydrefr/R8WbYQfdwSef2AmVE9i1nuekpqIjWoWjjpKMBi0Gk9TQoXai2ntve2EXRtuAfgIjjcZYZM0Q++V1AWEXWTRhE5EqIqNG2ewbqrpyPijh4euvbXbHa6/Z6wtYcMmYuuqq9DcC+UxoM9BdkLnk5meq6i5fbjPCyDBxPYCYQ7KUtWpYhBw8E5TLdiBucimiNWpIVkHTKoyBjRtFune3j+HJ4CKn2h7HBI/NriDDgGwU1OgYJ4BHAtFrhw6J/wxKMIYmk7bzWDHRk1WUxRN5yiGj4vbbI/fxoiLIPOOM9PRUxApVdUmVx5uxbl3kcTwXtEG47DKRiy+WbGOtGhYpgh4a9EvA1cYNpbL7v06dSPYBCyfKZbwSNP5KZTZHGMFNiVEBtCAniwC1+UEHRT+P4zpggMjzz9tUN6hcWaR3b60/kc5wffD9k0rIbpm6B+ySM3kxCwN49TD0CQu4rArCU/TxwKAglT2b2LpV5KuvRMaNs2GTH3+0j/fta+cdYN7hdzTj23NPyWTUsAgS+mM4Y8FvKPA/MXx/qqJr2JUbFK766afIfQ69GhO5gxaCZlY0SPv998jjXLy4YPFCoDnhO6AxGhMA3UZVP5E58fzjjhOZOzd6t4hxUauWDZmgzXDXEbF+NTwKDgsmBhxpm9QWwVD3Gxs0LlSsV41ND54b5htAK0bzRuYjHm/f3t4OOyzj5nc1LPIDKzQvY6F2bZHRoyPPpXobj+cGIQxXCAaY8FgUMTC4Ub3R/U8NCncyKvFV8EPs+f77kY6qtFg++mj7MxPiIYeItGmTcRdyVrN+vcitt9qJnA6X7KT9rdkfesj+zLXJNYrhwTWG4eG/sct2VRqV6GuLa4rrB0G1Ay8qheNUsBgbb74pcttttgiYn/32s163G2+03uoMIDsNi2nT8jYWmGAoiuT/0nlubuBup0Oj48wzbczNbyj4jQVXTlZJLGR5IPZETMZEqEZEdi2CaC7wTHBjokatDxSLI+7tNzz84MV6+GH7MyJhtDs5jQ+8XhR4y5aumVTuRSDuvIEYEegmCHdgsOu1FT+cly5k8tlnVjMGrCUuhEuBLo41Rb3S8Bhnp2ERj7Fw+ulW8ZvTq8D/vI6btBRFST/DgxteDv7v2tUKgN3mAyMkN5joqdrYv38kFZZMCGd8IKrOFMPjrrtE+vWzmgAE04QXMa6UYNi82YbQ8YxznJ0RgUd7zBhrxBIuwaPRunUwKfZJIDsNC+Jc7EjyMhYo4awoSvbCZgJvl98AcTcWA8ICpFDC9OlWuOhgcfCHWtAiOIExRggbF0rY+2+kMvI/O1Sa2wFeVBoG5nyuez7akmOOsc8lw4mQj3udnDc2SGiKgNRqMsv87+tufDa8NsyRgBGGC5+S6vllXCnBce65Iu+8E93WAGOVGjvoxjj3QuzJiHn9NklGK28qihI6qHT7zz/GrFoVeeybb4w56SRjDj7YmFKldq7WSNlqx8cf7/x7/+2RRyLP/eqrXT/37rsjz/3++10/96abIs/97bddP/eEExJ9FJVY2LjRmA8+sG0N/O0ajjoq+nmTJhmzfr0JE7Gu37sl09pRFEUJJewS8W76IRxKzByY+vGG+j0ceBYcuLIJJVB3I7eb/7XJsGB3yuNkseR8bqNGkefyd3Qwdr/L+XzScP3PpdCY//f+52dbfZywUqqU9XRxo+4OmU+cZ6TJO0gAoM4R3xvnmQuboC0KsUcjM0MhiqIoipLuzJxpkwbQCfkhnIaBQcgrBTVFtG26oiiKoqQjTZrYLDjqHqGxQeCJ94ksnieeEJkxI7rOyLx5EibUsFAURVGUsFGkiC2qSM0W+kphQLz9ti01TmjEQRkFPBnUVLrmGlv3J6/U6yShGgtFURRFCTvlyol07GhvfhYtslqMX3+1t0cftaXY/VqdJKMeC0VRFEVJVwYOtGnU1Me49FKrvUhx0UYVbyqKoiiKki8q3lQURVEUJemoYaEoiqIoSmCoYaEoiqIoSmCoYaEoiqIoSmCoYaEoiqIoSmoNiyeffFJq1aolJUuWlObNm8t0ugAqiqIoipL1xG1YjB49Wq699lrp16+fzJw5Uxo2bCjt2rWTpbThVRRFURQlq4nbsHjkkUeke/fucvHFF8shhxwizzzzjJQuXVpeeOGFxIxQURRFUZTMNCy2bt0qM2bMkDZt2kReoGhR7/6UKVNy/ZstW7Z4RTX8N0VRFEVRMpO4eoUsX75ctm3bJvvss0/U49z/+eefc/2bgQMHyp133rnT42pgKIqiKEr64Nbt/Ap2J7wJWd++fT1NhmPRokVeCKV69eqJfmtFURRFUQJm3bp1XmnvQAyLvffeW4oVKyZLliyJepz7VapUyfVvSpQo4d0cZcuWlQULFki5cuWkCG1hA7SkMFZ47bD2INExBoOOMRh0jMGgYwwGHWP4x4inAqOiatWqu3xeXIZF8eLF5fDDD5dPP/1UTj/9dO+x7du3e/d79+4d02ugyahWrZokCg5kWL9wh44xGHSMwaBjDAYdYzDoGMM9xl15KgocCiGs0a1bN2natKkcccQR8uijj8qGDRu8LBFFURRFUbKbuA2Lc845R5YtWyZ33HGH/PPPP9KoUSP58MMPdxJ0KoqiKIqSfRRIvEnYI9bQR7JAx0HRLr+eI2zoGINBxxgMOsZg0DEGg44xc8ZYxOSXN6IoiqIoihIj2oRMURRFUZTAUMNCURRFUZTAUMNCURRFUZTAUMMixVAk7O233071MBQlrdDrRlHCS9oYFhdddNGOolxhHBsTXc7bb7/9JmEa35VXXrnT73r16uX9jueEBRraUeH1lFNOkbCQbscw7NdMuow1jOeiH1L/e/ToITVq1PCyAKiA3K5dO5k8ebKEDSpBXnLJJV7VRoot1qxZU66++mpZsWJFTH8/ceJE7zpbvXp1Qq7t++67L+pxDNcgq0MHtcbsvvvuXnmHtm3bel3FKVIZNtLGsAg7J510kixevDjqVrt2bQkLlHgdNWqUbNq0acdjmzdvlhEjRniTUmH4999/JUief/556dOnj3zxxRfy999/F+q1aJoX1IWXyGOohJMgz8VE0KlTJ/n222/lpZdekl9//VXeffddOf7442NerJPFvHnzvKKKc+fOlZEjR3qbrmeeecar2nzUUUfJypUrUzq+kiVLyv333y+rVq2SsK8xf/75p4wbN05OOOEEzzDr0KGD/PfffxIm0tKwoCDX0UcfLXvuuadUrFjRO7C///77jt9z4LHs3nzzTe/gly5dWho2bJhna/cgcLsF/42dzjvvvCNNmjTxTtz999/f6/Sa8yTgZDn55JOlVKlS3nPeeOONwMfHGFgYOSYOfmZBbNy4cdzHdvTo0XLcccd5n+vVV18NbJzr16/3XptdGLvEF198cacdy/vvvy8NGjTw3vvII4+UH3/8ccdzeD5jZ4Kl2R3fy/z580N1DFu1arVTHRh2nuzimGgTQa1atbwquX4obte/f/8d9zm2Q4cOlTPOOMO7ZurUqeMdx2QTy1iTwa7ORXee5bfDveeee6Ry5cpeb6TLLrtMbr75Zu+zBAE790mTJnkLIvMcHgCqIdP48bTTTtvxHN63UqVKXnlnzr3vv/9+x2twTBnPs88+653bfO9nn322rFmzRoIErx7n98cff+zNG1wzzHmffPKJ15jy1ltv9Z63ZcsWuemmm7yxcO0eeOCBnnHHvMNnhAoVKgTuIWzTpo03Z9ONOy/GjBkjhx56qDcuztGHH354x+9uueUWad68+U5/07BhQ7nrrrsCXWP2228/by7iPVlfMDLcuZnf9w3vvfeeNGvWzJs/6f/F9R40aWlYUEKc0uLffPONNxHTf4SDk3Nnysl6/fXXy3fffScHHXSQnHfeeUm17LjoL7zwQs+q/Omnn7yLlxPg3nvvjXre7bff7u08OAHOP/98Offcc2XOnDmBjwc35LBhw3bcx42WsxR7rMeWCZLPxThxvQbFa6+9JgcffLDUrVtXunbt6o0xZ6mVG264wbuov/76a+8COvXUU6O8Jhs3bvQmWxbJ2bNnexN7mI4hFz5eDiZRxyuvvOJNGEwEqQTDl4Xlhx9+kPbt23vnY6p3k6kilnNxV2Bwc61zLs6YMcNbTJ9++unAxkdDR24YNP5zyc9ZZ50lS5cu9RYfxsCC1Lp166jvFO8Bn5UFB6MYD0jPnj0DGyfv9dFHH3mvyebJDwsl5xgGHMeW+RKPxmOPPebNLcyZfEYMDRZ2+OWXX7zN2ODBgwMbI5vAAQMGyOOPPy4LFy7c6fccO64L5uZZs2Z5BhnztlvQ+QzTp0+P2kDMnj3bu466dOkiiYL5AuPFbXby+77ZlDEXcW3zPTM/YYwGjkkTunXrZjp27Jjr75YtW8bVbmbNmuXd/+OPP7z7Q4cO3fGc2bNne4/NmTMnIWMrVqyYKVOmzI5b586dTevWrc2AAQOinjt8+HCz77777rjPmK688sqo5zRv3tz06NEj8GO3dOlSU6JECfPnn396t5IlS3rHjt/xnHiO7aOPPmoSQYsWLXa89r///mv23ntvM2HCBO8+//Peo0aN2vH8FStWmFKlSpnRo0d794cNG+Y957vvvgt0XEEew02bNpkKFSrsGDM0aNDA9O/fPyFjhpo1a5pBgwZF/b5hw4amX79+O+4zxttuu23H/fXr13uPjRs3LtBxBTXWt956K6Fj2tW5yHlWvnz5qOczHv+UynXcq1evqOe0bNnS+yxB8cYbb3jnEuch4+3bt6/5/vvvvd9NmjTJ7LHHHmbz5s1Rf3PAAQeYZ5991vuZY8rctXDhwh2/5/suWrSoWbx4cSBjnDp16i6/r0ceecT7/bRp07z/x48fn+vz3PW/atUqk6hz78gjjzSXXHLJTt9nly5dTNu2baP+7oYbbjCHHHLIjvt8r3fdddeO+3wXnANBjzEn55xzjqlXr15M3/dRRx1lzj//fJNo0tJjQZwO7wNhA9w9uKUgp8sbd7lj33339f7HmksEuOnwjLgbFjceCNxgbmfBrXv37p61za7aQYzRD/cT4bFgd+9cuuy6+RlXWEGOLfHSoGEngtXP+8Nuu+3m9abBFerHf7z22msvb0fpP164XP3ffdiOIS7ICy64wNsBw8yZM71wThjEn/7jVqZMGW/8ibpmwkys52J+r5FzNxj07hBPJ9oPQlbE4AkXskvl/GT+IZxDOM4/B/3xxx9RO2s8KXjL/NcX3jXGHyT5eXsId+A5IFSSKvAuoVfJOf9yv2XLllGPcZ9rHR2X81rgiXSfFc8LjyUa3ovQUCzfN2sTHoxQ9gpJNbi+iSc+99xznsKYi6B+/fqydevWqOehnnW42GeiFLRMwsQD/fAl41o+88wzd3o+i0sqwJXv4vtPPvlkgY8tnzdomLQJVfG+/ouG2OITTzwR8+vgbk2kmjuIY0g4hNg2blcMFFya/E2iIByTc2LPTXTrv2aA45hs1XmsY00k+Z2LYRijfy4hQ4Ab7nnOLXpFEHpgQ4WxkZOc+pBEwrzIecTinFs8n8fRTeQMk6SCY4891gvtolOJ19DHCEUfMnPmTE/gTRYMxmii4fiRKMB6k9/3naxjnHaGBWpnLGkm7WOOOcZ77Msvv5Qwws6BseY0OHIydepUL7bov+8XAwYJuxoWOC70nNqIVB5bJvGXX37Z006ceOKJUb8jDRHrn3i3Oz4uCwMVN2r4evXqSbII4hgedthhnteH57HLicdwKqinBU+ZY+3atd5OJoykeqyxnIsYgevWrfP0NM7IZjfoB08aOiD/tc39RINoGd0F8w8dqPG2OK9ZbuBJw+vhjCiuLwwnxh8E7KAxep566im55pprohY3xocWhWPENYER+/nnn3tiypzgiQTnIUgUpJ1i9Ps/P/NLzhRe7qPdw8sC1apV87wtr776qmdY8JmD1HflxmeffeZpPjiuvH9+3zceSXQVOXVhku2GBZYtJ+qQIUM864yLAiFhGKG1PBkBLIKdO3f2LlbcVbi9UYs7Xn/9dW+RIZOAkxIXbDwu13jgInBuPndBhOHYjh071jMSLr30UilfvvxO7l6Ox4MPPujdJ7zEOMnlRqBLKCKZNRCCOobsLPF8sDAlQpntB48I7nG8KexeODdzjj0spHqssZyLiBHJoECZf9VVV8m0adOiskaANFVCn1zbLVq08ASKiPkIkQUBRixiPTxoLBhkniAYfuCBB6Rjx47e4kxYg2uDx1gEMSCcgM+FM/F4dOvWTR566CHPiOPzIFREWBkUGM4cAwxx5j522IgbEWIThkHkSliTcfB5CCUjSvzrr7+8UBzjwZjDmOf7QXyIgYKrP2gwcAhhMAbHdddd52VS3H333Z4XggxDPhPGkh/+rl+/ft7GY9CgQYGOC4EuhgOG1ZIlSzyhLVksrDEYZqwv+X3fjI1QyAEHHOAJUTGiP/jgA8/TEigmTbjgggtMp06dvJ8R9yBWQUSH6G3ixIlR4iAnMPz22293/D2CHx5z4qsg2ZWw5sMPP/REVQgMEdYcccQRZsiQITt+z5iefPJJTxjE56lVq1aUqC/R4wO/8LAgxzYIOnToYNq3b5/r75yoa/Dgwd7/7733njn00ENN8eLFvePpxGp5ierCdgwd69atM6VLlzY9e/Y0ib5m1qxZ44m8OAerV69uXnzxxZgEkRxLjmmiCWKsyTwXOed4/wMPPNC7tvkbruucUypiPkSfZcuW9USBV111lScQDAJEejfffLNp0qSJ9z1xLtWtW9cT4G7cuNF7ztq1a02fPn1M1apVze677+4dT8R78+fP937PMeXYPvXUU95zEIEiPF+5cqUJGsTOXCP77LPPjrEwtuXLl+94DsLma665xhO4c31zfF944YWo41mlShVTpEiRPMXSQVzbzHO8v//7RCiLWJOx16hRwzz44IM7vRbrTIkSJbzvgus7KBgjY+G22267mUqVKpk2bdp4x2bbtm07npff9w1jxowxjRo18j4f5+aZZ55pgiZt2qbjfiakkGiXsRJeiB0ikmU3mcwYcaJArMbOAfc4butsvmbSaayFAfc4noDhw4dLGCBtkrBJzjCOomR0KIRFhFgWi0pu5ZQVJd1A5Icb+7bbbvMKfAVtVKTTNZNOY40XMr+oLon7n1AO2gwKQo0fPz7VQ1OU7DYsiLexoyPGRdxQUdIdFlI8L8RAE1FlNZ2umXQaa7ygByB+jX6A0u+IASnylJswUVEyibQJhSiKoiiKEn7SskCWoiiKoijhRA0LRVEURVECQw0LRVEURVECQw0LRVEURVECQw0LRVEURVECQw0LRVEURVECQw0LRVEURVECQw0LRVEURVECQw0LRVEURVEkKP4PHkYgBtDrgSoAAAAASUVORK5CYII="
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 13
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/matplotlib/Slicing and Indexing DataFrames.ipynb b/matplotlib/Slicing and Indexing DataFrames.ipynb
new file mode 100644
index 0000000..fbe96c8
--- /dev/null
+++ b/matplotlib/Slicing and Indexing DataFrames.ipynb	
@@ -0,0 +1,1430 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Explicit indexes",
+   "id": "880b2b3e22c8fea9"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Setting and removing indexes\n",
+    "pandas allows you to designate columns as an index. This enables cleaner code when taking subsets (as well as providing more efficient lookup under some circumstances).\n",
+    "\n",
+    "In this chapter, you'll be exploring temperatures, a DataFrame of average temperatures in cities around the world. pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Look at temperatures.\n",
+    "- Set the index of temperatures to \"city\", assigning to temperatures_ind.\n",
+    "- Look at temperatures_ind. How is it different from temperatures?\n",
+    "- Reset the index of temperatures_ind, keeping its contents.\n",
+    "- Reset the index of temperatures_ind, dropping its contents."
+   ],
+   "id": "ad40db058936710b"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:08.789345Z",
+     "start_time": "2025-08-12T16:31:08.280598Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "import pandas as pd\n",
+    "# Create a DataFrame of temperatures\n",
+    "temperatures = pd.read_csv('data/temperatures.csv')"
+   ],
+   "id": "eecf0da430c1d77f",
+   "outputs": [],
+   "execution_count": 2
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:08.822580Z",
+     "start_time": "2025-08-12T16:31:08.809844Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Look at temperatures\n",
+    "print(temperatures)\n",
+    "\n",
+    "# Set the index of temperatures to city\n",
+    "temperatures_ind = temperatures.set_index('city')\n",
+    "\n",
+    "# Look at temperatures_ind\n",
+    "print(temperatures_ind)\n",
+    "\n",
+    "# Reset the temperatures_ind index, keeping its contents\n",
+    "print(temperatures_ind.reset_index())\n",
+    "\n",
+    "# Reset the temperatures_ind index, dropping its contents\n",
+    "print(temperatures_ind.reset_index(drop=True))"
+   ],
+   "id": "991948ecd08fc1e2",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "             date     city        country  avg_temp_c  year\n",
+      "0      2000-01-01  Abidjan  Côte D'Ivoire      27.293  2000\n",
+      "1      2000-02-01  Abidjan  Côte D'Ivoire      27.685  2000\n",
+      "2      2000-03-01  Abidjan  Côte D'Ivoire      29.061  2000\n",
+      "3      2000-04-01  Abidjan  Côte D'Ivoire      28.162  2000\n",
+      "4      2000-05-01  Abidjan  Côte D'Ivoire      27.547  2000\n",
+      "...           ...      ...            ...         ...   ...\n",
+      "16495  2013-05-01     Xian          China      18.979  2013\n",
+      "16496  2013-06-01     Xian          China      23.522  2013\n",
+      "16497  2013-07-01     Xian          China      25.251  2013\n",
+      "16498  2013-08-01     Xian          China      24.528  2013\n",
+      "16499  2013-09-01     Xian          China         NaN  2013\n",
+      "\n",
+      "[16500 rows x 5 columns]\n",
+      "               date        country  avg_temp_c  year\n",
+      "city                                                \n",
+      "Abidjan  2000-01-01  Côte D'Ivoire      27.293  2000\n",
+      "Abidjan  2000-02-01  Côte D'Ivoire      27.685  2000\n",
+      "Abidjan  2000-03-01  Côte D'Ivoire      29.061  2000\n",
+      "Abidjan  2000-04-01  Côte D'Ivoire      28.162  2000\n",
+      "Abidjan  2000-05-01  Côte D'Ivoire      27.547  2000\n",
+      "...             ...            ...         ...   ...\n",
+      "Xian     2013-05-01          China      18.979  2013\n",
+      "Xian     2013-06-01          China      23.522  2013\n",
+      "Xian     2013-07-01          China      25.251  2013\n",
+      "Xian     2013-08-01          China      24.528  2013\n",
+      "Xian     2013-09-01          China         NaN  2013\n",
+      "\n",
+      "[16500 rows x 4 columns]\n",
+      "          city        date        country  avg_temp_c  year\n",
+      "0      Abidjan  2000-01-01  Côte D'Ivoire      27.293  2000\n",
+      "1      Abidjan  2000-02-01  Côte D'Ivoire      27.685  2000\n",
+      "2      Abidjan  2000-03-01  Côte D'Ivoire      29.061  2000\n",
+      "3      Abidjan  2000-04-01  Côte D'Ivoire      28.162  2000\n",
+      "4      Abidjan  2000-05-01  Côte D'Ivoire      27.547  2000\n",
+      "...        ...         ...            ...         ...   ...\n",
+      "16495     Xian  2013-05-01          China      18.979  2013\n",
+      "16496     Xian  2013-06-01          China      23.522  2013\n",
+      "16497     Xian  2013-07-01          China      25.251  2013\n",
+      "16498     Xian  2013-08-01          China      24.528  2013\n",
+      "16499     Xian  2013-09-01          China         NaN  2013\n",
+      "\n",
+      "[16500 rows x 5 columns]\n",
+      "             date        country  avg_temp_c  year\n",
+      "0      2000-01-01  Côte D'Ivoire      27.293  2000\n",
+      "1      2000-02-01  Côte D'Ivoire      27.685  2000\n",
+      "2      2000-03-01  Côte D'Ivoire      29.061  2000\n",
+      "3      2000-04-01  Côte D'Ivoire      28.162  2000\n",
+      "4      2000-05-01  Côte D'Ivoire      27.547  2000\n",
+      "...           ...            ...         ...   ...\n",
+      "16495  2013-05-01          China      18.979  2013\n",
+      "16496  2013-06-01          China      23.522  2013\n",
+      "16497  2013-07-01          China      25.251  2013\n",
+      "16498  2013-08-01          China      24.528  2013\n",
+      "16499  2013-09-01          China         NaN  2013\n",
+      "\n",
+      "[16500 rows x 4 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Subsetting with .loc[]\n",
+    "The killer feature for indexes is .loc[]: a subsetting method that accepts index values. When you pass it a single argument, it will take a subset of rows.\n",
+    "\n",
+    "The code for subsetting using .loc[] can be easier to read than standard square bracket subsetting, which can make your code less burdensome to maintain.\n",
+    "\n",
+    "pandas is loaded as pd. temperatures and temperatures_ind are available; the latter is indexed by city.\n",
+    "### Instructions\n",
+    "- Create a list called cities that contains \"London\" and \"Paris\".\n",
+    "- Use [] subsetting to filter temperatures for rows where the city column takes a value in the cities list.\n",
+    "- Use .loc[] subsetting to filter temperatures_ind for rows where the city is in the cities list."
+   ],
+   "id": "4ba3d2eb4f0d5d7c"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:08.925996Z",
+     "start_time": "2025-08-12T16:31:08.917400Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Make a list of cities to subset on\n",
+    "cities = [\"London\", \"Paris\"]\n",
+    "\n",
+    "# Subset temperatures using square brackets\n",
+    "print(temperatures[temperatures['city'].isin(cities)])\n",
+    "\n",
+    "# Subset temperatures_ind using .loc[]\n",
+    "print(temperatures_ind.loc[temperatures_ind.index.isin(cities)])"
+   ],
+   "id": "ce9459d9fccf6039",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "             date    city         country  avg_temp_c  year\n",
+      "8910   2000-01-01  London  United Kingdom       4.693  2000\n",
+      "8911   2000-02-01  London  United Kingdom       6.115  2000\n",
+      "8912   2000-03-01  London  United Kingdom       7.422  2000\n",
+      "8913   2000-04-01  London  United Kingdom       8.246  2000\n",
+      "8914   2000-05-01  London  United Kingdom      12.491  2000\n",
+      "...           ...     ...             ...         ...   ...\n",
+      "12040  2013-05-01   Paris          France      11.703  2013\n",
+      "12041  2013-06-01   Paris          France      16.340  2013\n",
+      "12042  2013-07-01   Paris          France      21.186  2013\n",
+      "12043  2013-08-01   Paris          France      19.235  2013\n",
+      "12044  2013-09-01   Paris          France         NaN  2013\n",
+      "\n",
+      "[330 rows x 5 columns]\n",
+      "              date         country  avg_temp_c  year\n",
+      "city                                                \n",
+      "London  2000-01-01  United Kingdom       4.693  2000\n",
+      "London  2000-02-01  United Kingdom       6.115  2000\n",
+      "London  2000-03-01  United Kingdom       7.422  2000\n",
+      "London  2000-04-01  United Kingdom       8.246  2000\n",
+      "London  2000-05-01  United Kingdom      12.491  2000\n",
+      "...            ...             ...         ...   ...\n",
+      "Paris   2013-05-01          France      11.703  2013\n",
+      "Paris   2013-06-01          France      16.340  2013\n",
+      "Paris   2013-07-01          France      21.186  2013\n",
+      "Paris   2013-08-01          France      19.235  2013\n",
+      "Paris   2013-09-01          France         NaN  2013\n",
+      "\n",
+      "[330 rows x 4 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Setting multi-level indexes\n",
+    "Indexes can also be made out of multiple columns, forming a multi-level index (sometimes called a hierarchical index). There is a trade-off to using these.\n",
+    "\n",
+    "The benefit is that multi-level indexes make it more natural to reason about nested categorical variables. For example, in a clinical trial, you might have control and treatment groups. Then each test subject belongs to one or another group, and we can say that a test subject is nested inside the treatment group. Similarly, in the temperature dataset, the city is located in the country, so we can say a city is nested inside the country.\n",
+    "\n",
+    "The main downside is that the code for manipulating indexes is different from the code for manipulating columns, so you have to learn two syntaxes and keep track of how your data is represented.\n",
+    "\n",
+    "pandas is loaded as pd. temperatures is available.\n",
+    "### Instructions\n",
+    "- Set the index of temperatures to the \"country\" and \"city\" columns, and assign this to temperatures_ind.\n",
+    "- Specify two country/city pairs to keep: \"Brazil\"/\"Rio De Janeiro\" and \"Pakistan\"/\"Lahore\", assigning to rows_to_keep.\n",
+    "- Print and subset temperatures_ind for rows_to_keep using .loc[]."
+   ],
+   "id": "f0f79cdee46e6ab1"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:08.992423Z",
+     "start_time": "2025-08-12T16:31:08.978244Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Index temperatures by country & city\n",
+    "temperatures_ind = temperatures.set_index(['country', 'city'])\n",
+    "\n",
+    "# List of tuples: Brazil, Rio De Janeiro & Pakistan, Lahore\n",
+    "rows_to_keep = [('Brazil', 'Rio De Janeiro'), ('Pakistan', 'Lahore')]\n",
+    "\n",
+    "# Subset for rows to keep\n",
+    "print(temperatures_ind.loc[rows_to_keep])\n"
+   ],
+   "id": "3ac76b5ac981e686",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                               date  avg_temp_c  year\n",
+      "country  city                                        \n",
+      "Brazil   Rio De Janeiro  2000-01-01      25.974  2000\n",
+      "         Rio De Janeiro  2000-02-01      26.699  2000\n",
+      "         Rio De Janeiro  2000-03-01      26.270  2000\n",
+      "         Rio De Janeiro  2000-04-01      25.750  2000\n",
+      "         Rio De Janeiro  2000-05-01      24.356  2000\n",
+      "...                             ...         ...   ...\n",
+      "Pakistan Lahore          2013-05-01      33.457  2013\n",
+      "         Lahore          2013-06-01      34.456  2013\n",
+      "         Lahore          2013-07-01      33.279  2013\n",
+      "         Lahore          2013-08-01      31.511  2013\n",
+      "         Lahore          2013-09-01         NaN  2013\n",
+      "\n",
+      "[330 rows x 3 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Sorting by index values\n",
+    "Previously, you changed the order of the rows in a DataFrame by calling .sort_values(). It's also useful to be able to sort by elements in the index. For this, you need to use .sort_index().\n",
+    "\n",
+    "pandas is loaded as pd. temperatures_ind has a multi-level index of country and city, and is available.\n",
+    "### Instructions\n",
+    "- Sort temperatures_ind by the index values.\n",
+    "- Sort temperatures_ind by the index values at the \"city\" level.\n",
+    "- Sort temperatures_ind by ascending country then descending city."
+   ],
+   "id": "44bd16362a50c0eb"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.040230Z",
+     "start_time": "2025-08-12T16:31:09.022162Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Sort temperatures_ind by index values\n",
+    "print(temperatures_ind.sort_index())\n",
+    "\n",
+    "# Sort temperatures_ind by index values at the city level\n",
+    "print(temperatures_ind.sort_index(level='city'))\n",
+    "\n",
+    "# Sort temperatures_ind by country then descending city\n",
+    "print(temperatures_ind.sort_index(level=['country', 'city'], ascending=[True, False]))"
+   ],
+   "id": "13eefe483665ffe5",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                          date  avg_temp_c  year\n",
+      "country     city                                \n",
+      "Afghanistan Kabul   2000-01-01       3.326  2000\n",
+      "            Kabul   2000-02-01       3.454  2000\n",
+      "            Kabul   2000-03-01       9.612  2000\n",
+      "            Kabul   2000-04-01      17.925  2000\n",
+      "            Kabul   2000-05-01      24.658  2000\n",
+      "...                        ...         ...   ...\n",
+      "Zimbabwe    Harare  2013-05-01      18.298  2013\n",
+      "            Harare  2013-06-01      17.020  2013\n",
+      "            Harare  2013-07-01      16.299  2013\n",
+      "            Harare  2013-08-01      19.232  2013\n",
+      "            Harare  2013-09-01         NaN  2013\n",
+      "\n",
+      "[16500 rows x 3 columns]\n",
+      "                             date  avg_temp_c  year\n",
+      "country       city                                 \n",
+      "Côte D'Ivoire Abidjan  2000-01-01      27.293  2000\n",
+      "              Abidjan  2000-02-01      27.685  2000\n",
+      "              Abidjan  2000-03-01      29.061  2000\n",
+      "              Abidjan  2000-04-01      28.162  2000\n",
+      "              Abidjan  2000-05-01      27.547  2000\n",
+      "...                           ...         ...   ...\n",
+      "China         Xian     2013-05-01      18.979  2013\n",
+      "              Xian     2013-06-01      23.522  2013\n",
+      "              Xian     2013-07-01      25.251  2013\n",
+      "              Xian     2013-08-01      24.528  2013\n",
+      "              Xian     2013-09-01         NaN  2013\n",
+      "\n",
+      "[16500 rows x 3 columns]\n",
+      "                          date  avg_temp_c  year\n",
+      "country     city                                \n",
+      "Afghanistan Kabul   2000-01-01       3.326  2000\n",
+      "            Kabul   2000-02-01       3.454  2000\n",
+      "            Kabul   2000-03-01       9.612  2000\n",
+      "            Kabul   2000-04-01      17.925  2000\n",
+      "            Kabul   2000-05-01      24.658  2000\n",
+      "...                        ...         ...   ...\n",
+      "Zimbabwe    Harare  2013-05-01      18.298  2013\n",
+      "            Harare  2013-06-01      17.020  2013\n",
+      "            Harare  2013-07-01      16.299  2013\n",
+      "            Harare  2013-08-01      19.232  2013\n",
+      "            Harare  2013-09-01         NaN  2013\n",
+      "\n",
+      "[16500 rows x 3 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Slicing and subsetting with .loc and .iloc",
+   "id": "b34e0cf917c9bc85"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Slicing index values\n",
+    "Slicing lets you select consecutive elements of an object using first:last syntax. DataFrames can be sliced by index values or by row/column number; we'll start with the first case. This involves slicing inside the .loc[] method.\n",
+    "\n",
+    "Compared to slicing lists, there are a few things to remember.\n",
+    "\n",
+    "- You can only slice an index if the index is sorted (using .sort_index()).\n",
+    "- To slice at the outer level, first and last can be strings.\n",
+    "- To slice at inner levels, first and last should be tuples.\n",
+    "- If you pass a single slice to .loc[], it will slice the rows.\n",
+    "\n",
+    "pandas is loaded as pd. temperatures_ind has country and city in the index, and is available.\n",
+    "### Instructions\n",
+    "- Sort the index of temperatures_ind.\n",
+    "- Use slicing with .loc[] to get these subsets:\n",
+    "    - from Pakistan to Philippines.\n",
+    "    - from Lahore to Manila. (This will return nonsense.)\n",
+    "    - from Pakistan, Lahore to Philippines, Manila."
+   ],
+   "id": "3e05d1002133cd3a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.080166Z",
+     "start_time": "2025-08-12T16:31:09.068259Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Sort the index of temperatures_ind\n",
+    "temperatures_srt = temperatures_ind.sort_index()\n",
+    "\n",
+    "# Subset rows from Pakistan to Philippines\n",
+    "print(temperatures_srt.loc['Pakistan':'Philippines'])\n",
+    "\n",
+    "# Try to subset rows from Lahore to Manila\n",
+    "print(temperatures_srt.loc['Lahore':'Manila'])\n",
+    "\n",
+    "# Subset rows from Pakistan, Lahore to Philippines, Manila\n",
+    "print(temperatures_srt.loc[('Pakistan', 'Lahore'):('Philippines', 'Manila')])"
+   ],
+   "id": "e9290e2e805df9bd",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                              date  avg_temp_c  year\n",
+      "country     city                                    \n",
+      "Pakistan    Faisalabad  2000-01-01      12.792  2000\n",
+      "            Faisalabad  2000-02-01      14.339  2000\n",
+      "            Faisalabad  2000-03-01      20.309  2000\n",
+      "            Faisalabad  2000-04-01      29.072  2000\n",
+      "            Faisalabad  2000-05-01      34.845  2000\n",
+      "...                            ...         ...   ...\n",
+      "Philippines Manila      2013-05-01      29.552  2013\n",
+      "            Manila      2013-06-01      28.572  2013\n",
+      "            Manila      2013-07-01      27.266  2013\n",
+      "            Manila      2013-08-01      26.754  2013\n",
+      "            Manila      2013-09-01         NaN  2013\n",
+      "\n",
+      "[825 rows x 3 columns]\n",
+      "Empty DataFrame\n",
+      "Columns: [date, avg_temp_c, year]\n",
+      "Index: []\n",
+      "                          date  avg_temp_c  year\n",
+      "country     city                                \n",
+      "Pakistan    Lahore  2000-01-01      12.792  2000\n",
+      "            Lahore  2000-02-01      14.339  2000\n",
+      "            Lahore  2000-03-01      20.309  2000\n",
+      "            Lahore  2000-04-01      29.072  2000\n",
+      "            Lahore  2000-05-01      34.845  2000\n",
+      "...                        ...         ...   ...\n",
+      "Philippines Manila  2013-05-01      29.552  2013\n",
+      "            Manila  2013-06-01      28.572  2013\n",
+      "            Manila  2013-07-01      27.266  2013\n",
+      "            Manila  2013-08-01      26.754  2013\n",
+      "            Manila  2013-09-01         NaN  2013\n",
+      "\n",
+      "[495 rows x 3 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Slicing in both directions\n",
+    "You've seen slicing DataFrames by rows and by columns, but since DataFrames are two-dimensional objects, it is often natural to slice both dimensions at once. That is, by passing two arguments to .loc[], you can subset by rows and columns in one go.\n",
+    "\n",
+    "pandas is loaded as pd. temperatures_srt is indexed by country and city, has a sorted index, and is available.\n",
+    "### Instructions\n",
+    "- Use .loc[] slicing to subset rows from India, Hyderabad to Iraq, Baghdad.\n",
+    "- Use .loc[] slicing to subset columns from date to avg_temp_c.\n",
+    "- Slice in both directions at once from Hyderabad to Baghdad, and date to avg_temp_c."
+   ],
+   "id": "d3ec00ead657cd"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.116369Z",
+     "start_time": "2025-08-12T16:31:09.110409Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset rows from India, Hyderabad to Iraq, Baghdad\n",
+    "print(temperatures_srt.loc[('India','Hyderabad'):('Iraq','Baghdad')])"
+   ],
+   "id": "90c342f7bf05d11d",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                         date  avg_temp_c  year\n",
+      "country city                                   \n",
+      "India   Hyderabad  2000-01-01      23.779  2000\n",
+      "        Hyderabad  2000-02-01      25.826  2000\n",
+      "        Hyderabad  2000-03-01      28.821  2000\n",
+      "        Hyderabad  2000-04-01      32.698  2000\n",
+      "        Hyderabad  2000-05-01      32.438  2000\n",
+      "...                       ...         ...   ...\n",
+      "Iraq    Baghdad    2013-05-01      28.673  2013\n",
+      "        Baghdad    2013-06-01      33.803  2013\n",
+      "        Baghdad    2013-07-01      36.392  2013\n",
+      "        Baghdad    2013-08-01      35.463  2013\n",
+      "        Baghdad    2013-09-01         NaN  2013\n",
+      "\n",
+      "[2145 rows x 3 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.144324Z",
+     "start_time": "2025-08-12T16:31:09.138636Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset columns from date to avg_temp_c\n",
+    "print(temperatures_srt.loc[:, 'date':'avg_temp_c'])"
+   ],
+   "id": "2ea94f2ecfb549f0",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                          date  avg_temp_c\n",
+      "country     city                          \n",
+      "Afghanistan Kabul   2000-01-01       3.326\n",
+      "            Kabul   2000-02-01       3.454\n",
+      "            Kabul   2000-03-01       9.612\n",
+      "            Kabul   2000-04-01      17.925\n",
+      "            Kabul   2000-05-01      24.658\n",
+      "...                        ...         ...\n",
+      "Zimbabwe    Harare  2013-05-01      18.298\n",
+      "            Harare  2013-06-01      17.020\n",
+      "            Harare  2013-07-01      16.299\n",
+      "            Harare  2013-08-01      19.232\n",
+      "            Harare  2013-09-01         NaN\n",
+      "\n",
+      "[16500 rows x 2 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.193709Z",
+     "start_time": "2025-08-12T16:31:09.188039Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset in both directions at once\n",
+    "# Subset in both directions at once\n",
+    "print(temperatures_srt.loc[('India', 'Hyderabad'):('Iraq', 'Baghdad'), 'date':'avg_temp_c'])"
+   ],
+   "id": "221a6196e751c5e3",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                         date  avg_temp_c\n",
+      "country city                             \n",
+      "India   Hyderabad  2000-01-01      23.779\n",
+      "        Hyderabad  2000-02-01      25.826\n",
+      "        Hyderabad  2000-03-01      28.821\n",
+      "        Hyderabad  2000-04-01      32.698\n",
+      "        Hyderabad  2000-05-01      32.438\n",
+      "...                       ...         ...\n",
+      "Iraq    Baghdad    2013-05-01      28.673\n",
+      "        Baghdad    2013-06-01      33.803\n",
+      "        Baghdad    2013-07-01      36.392\n",
+      "        Baghdad    2013-08-01      35.463\n",
+      "        Baghdad    2013-09-01         NaN\n",
+      "\n",
+      "[2145 rows x 2 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 10
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Slicing time series\n",
+    "Slicing is particularly useful for time series since it's a common thing to want to filter for data within a date range. Add the date column to the index, then use .loc[] to perform the subsetting. The important thing to remember is to keep your dates in ISO 8601 format, that is, \"yyyy-mm-dd\" for year-month-day, \"yyyy-mm\" for year-month, and \"yyyy\" for year.\n",
+    "\n",
+    "Recall from Chapter 1 that you can combine multiple Boolean conditions using logical operators, such as &. To do so in one line of code, you'll need to add parentheses () around each condition.\n",
+    "\n",
+    "pandas is loaded as pd and temperatures, with no index, is available.\n",
+    "### Instructions\n",
+    "- Use Boolean conditions, not .isin() or .loc[], and the full date \"yyyy-mm-dd\", to subset temperatures for rows where the date column is in 2010 and 2011 and print the results.\n",
+    "- Set the index of temperatures to the date column and sort it.\n",
+    "- Use .loc[] to subset temperatures_ind for rows in 2010 and 2011.\n",
+    "- Use .loc[] to subset temperatures_ind for rows from August 2010 to February 2011."
+   ],
+   "id": "c6f946184e9ad1b9"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.243945Z",
+     "start_time": "2025-08-12T16:31:09.237001Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use Boolean conditions to subset temperatures for rows in 2010 and 2011\n",
+    "temperatures_bool = temperatures[(temperatures['date'] >= '2010-01-01') & (temperatures['date'] <= '2011-12-31')]\n",
+    "print(temperatures_bool)"
+   ],
+   "id": "fc7808cbd48bd24b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "             date     city        country  avg_temp_c  year\n",
+      "120    2010-01-01  Abidjan  Côte D'Ivoire      28.270  2010\n",
+      "121    2010-02-01  Abidjan  Côte D'Ivoire      29.262  2010\n",
+      "122    2010-03-01  Abidjan  Côte D'Ivoire      29.596  2010\n",
+      "123    2010-04-01  Abidjan  Côte D'Ivoire      29.068  2010\n",
+      "124    2010-05-01  Abidjan  Côte D'Ivoire      28.258  2010\n",
+      "...           ...      ...            ...         ...   ...\n",
+      "16474  2011-08-01     Xian          China      23.069  2011\n",
+      "16475  2011-09-01     Xian          China      16.775  2011\n",
+      "16476  2011-10-01     Xian          China      12.587  2011\n",
+      "16477  2011-11-01     Xian          China       7.543  2011\n",
+      "16478  2011-12-01     Xian          China      -0.490  2011\n",
+      "\n",
+      "[2400 rows x 5 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.301894Z",
+     "start_time": "2025-08-12T16:31:09.283573Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "\n",
+    "# Set date as the index and sort the index\n",
+    "temperatures_ind = temperatures.set_index('date').sort_index()\n",
+    "\n",
+    "# Use .loc[] to subset temperatures_ind for rows in 2010 and 2011\n",
+    "print(temperatures_ind.loc['2010':'2011'])\n",
+    "\n",
+    "# Use .loc[] to subset temperatures_ind for rows from Aug 2010 to Feb 2011\n",
+    "print(temperatures_ind.loc['2010-08':'2011-02'])"
+   ],
+   "id": "8beb91fec30604b9",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                  city    country  avg_temp_c  year\n",
+      "date                                               \n",
+      "2010-01-01  Faisalabad   Pakistan      11.810  2010\n",
+      "2010-01-01   Melbourne  Australia      20.016  2010\n",
+      "2010-01-01   Chongqing      China       7.921  2010\n",
+      "2010-01-01   São Paulo     Brazil      23.738  2010\n",
+      "2010-01-01   Guangzhou      China      14.136  2010\n",
+      "...                ...        ...         ...   ...\n",
+      "2010-12-01     Jakarta  Indonesia      26.602  2010\n",
+      "2010-12-01       Gizeh      Egypt      16.530  2010\n",
+      "2010-12-01      Nagpur      India      19.120  2010\n",
+      "2010-12-01      Sydney  Australia      19.559  2010\n",
+      "2010-12-01    Salvador     Brazil      26.265  2010\n",
+      "\n",
+      "[1200 rows x 4 columns]\n",
+      "                     city        country  avg_temp_c  year\n",
+      "date                                                      \n",
+      "2010-08-01       Calcutta          India      30.226  2010\n",
+      "2010-08-01           Pune          India      24.941  2010\n",
+      "2010-08-01          Izmir         Turkey      28.352  2010\n",
+      "2010-08-01        Tianjin          China      25.543  2010\n",
+      "2010-08-01         Manila    Philippines      27.101  2010\n",
+      "...                   ...            ...         ...   ...\n",
+      "2011-01-01  Dar Es Salaam       Tanzania      28.541  2011\n",
+      "2011-01-01        Nairobi          Kenya      17.768  2011\n",
+      "2011-01-01    Addis Abeba       Ethiopia      17.708  2011\n",
+      "2011-01-01        Nanjing          China       0.144  2011\n",
+      "2011-01-01       New York  United States      -4.463  2011\n",
+      "\n",
+      "[600 rows x 4 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 12
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Subsetting by row/column number\n",
+    "The most common ways to subset rows are the ways we've previously discussed: using a Boolean condition or by index labels. However, it is also occasionally useful to pass row numbers.\n",
+    "\n",
+    "This is done using .iloc[], and like .loc[], it can take two arguments to let you subset by rows and columns.\n",
+    "\n",
+    "pandas is loaded as pd. temperatures (without an index) is available.\n",
+    "### Instructions\n",
+    "+ Use .iloc[] on temperatures to take subsets.\n",
+    "    - Get the 23rd row, 2nd column (index positions 22 and 1).\n",
+    "    - Get the first 5 rows (index positions 0 to 5).\n",
+    "    - Get all rows, columns 3 and 4 (index positions 2 to 4).\n",
+    "    - Get the first 5 rows, columns 3 and 4."
+   ],
+   "id": "97d25b140e9f3ab6"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.348340Z",
+     "start_time": "2025-08-12T16:31:09.343667Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Get 23rd row, 2nd column (index 22, 1)\n",
+    "print(temperatures.iloc[22, 1])"
+   ],
+   "id": "f65a32af024d6c5",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Abidjan\n"
+     ]
+    }
+   ],
+   "execution_count": 13
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.383268Z",
+     "start_time": "2025-08-12T16:31:09.378508Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use slicing to get the first 5 rows\n",
+    "print(temperatures.iloc[0:5])"
+   ],
+   "id": "700a2af3d39da3f6",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "         date     city        country  avg_temp_c  year\n",
+      "0  2000-01-01  Abidjan  Côte D'Ivoire      27.293  2000\n",
+      "1  2000-02-01  Abidjan  Côte D'Ivoire      27.685  2000\n",
+      "2  2000-03-01  Abidjan  Côte D'Ivoire      29.061  2000\n",
+      "3  2000-04-01  Abidjan  Côte D'Ivoire      28.162  2000\n",
+      "4  2000-05-01  Abidjan  Côte D'Ivoire      27.547  2000\n"
+     ]
+    }
+   ],
+   "execution_count": 14
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.457405Z",
+     "start_time": "2025-08-12T16:31:09.451538Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use slicing to get columns 3 to 4\n",
+    "print(temperatures.iloc[:, 2:4])"
+   ],
+   "id": "a3dba878158b36c4",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "             country  avg_temp_c\n",
+      "0      Côte D'Ivoire      27.293\n",
+      "1      Côte D'Ivoire      27.685\n",
+      "2      Côte D'Ivoire      29.061\n",
+      "3      Côte D'Ivoire      28.162\n",
+      "4      Côte D'Ivoire      27.547\n",
+      "...              ...         ...\n",
+      "16495          China      18.979\n",
+      "16496          China      23.522\n",
+      "16497          China      25.251\n",
+      "16498          China      24.528\n",
+      "16499          China         NaN\n",
+      "\n",
+      "[16500 rows x 2 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 15
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.510469Z",
+     "start_time": "2025-08-12T16:31:09.505622Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "\n",
+    "# Use slicing in both directions at once\n",
+    "print(temperatures.iloc[0:5, 2:4])"
+   ],
+   "id": "328f0cd907e7e5cb",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "         country  avg_temp_c\n",
+      "0  Côte D'Ivoire      27.293\n",
+      "1  Côte D'Ivoire      27.685\n",
+      "2  Côte D'Ivoire      29.061\n",
+      "3  Côte D'Ivoire      28.162\n",
+      "4  Côte D'Ivoire      27.547\n"
+     ]
+    }
+   ],
+   "execution_count": 16
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Working with pivot tables",
+   "id": "84c3f9e4d85e994a"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Pivot temperature by city and year\n",
+    "It's interesting to see how temperatures for each city change over time—looking at every month results in a big table, which can be tricky to reason about. Instead, let's look at how temperatures change by year.\n",
+    "\n",
+    "You can access the components of a date (year, month and day) using code of the form dataframe[\"column\"].dt.component. For example, the month component is dataframe[\"column\"].dt.month, and the year component is dataframe[\"column\"].dt.year.\n",
+    "\n",
+    "Once you have the year column, you can create a pivot table with the data aggregated by city and year, which you'll explore in the coming exercises.\n",
+    "\n",
+    "pandas is loaded as pd. temperatures is available.\n",
+    "### Instructions\n",
+    "- Add a year column to temperatures, from the year component of the date column.\n",
+    "- Make a pivot table of the avg_temp_c column, with country and city as rows, and year as columns. Assign to temp_by_country_city_vs_year, and look at the result."
+   ],
+   "id": "93b762177c8b8e99"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.603337Z",
+     "start_time": "2025-08-12T16:31:09.565354Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Add a year column to temperatures\n",
+    "temperatures['year'] = pd.to_datetime(temperatures['date']).dt.year\n",
+    "\n",
+    "# Pivot avg_temp_c by country and city vs year\n",
+    "temp_by_country_city_vs_year = temperatures.pivot_table(\n",
+    "    values='avg_temp_c',\n",
+    "    index=['country', 'city'],\n",
+    "    columns='date',\n",
+    ")\n",
+    "\n",
+    "# See the result\n",
+    "print(temp_by_country_city_vs_year)"
+   ],
+   "id": "870550379992abc7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "date                            2000-01-01  2000-02-01  2000-03-01  \\\n",
+      "country       city                                                   \n",
+      "Afghanistan   Kabul                  3.326       3.454       9.612   \n",
+      "Angola        Luanda                25.077      25.493      26.496   \n",
+      "Australia     Melbourne             18.527      22.095      18.945   \n",
+      "              Sydney                18.470      20.713      20.220   \n",
+      "Bangladesh    Dhaka                 18.829      20.947      26.035   \n",
+      "...                                    ...         ...         ...   \n",
+      "United States Chicago                0.137       4.083       8.274   \n",
+      "              Los Angeles           10.772      10.262      12.335   \n",
+      "              New York              -3.168      -0.162       6.391   \n",
+      "Vietnam       Ho Chi Minh City      26.647      26.672      27.655   \n",
+      "Zimbabwe      Harare                22.119      21.569      22.370   \n",
+      "\n",
+      "date                            2000-04-01  2000-05-01  2000-06-01  \\\n",
+      "country       city                                                   \n",
+      "Afghanistan   Kabul                 17.925      24.658      25.582   \n",
+      "Angola        Luanda                25.689      25.113      23.461   \n",
+      "Australia     Melbourne             14.839      11.087       9.239   \n",
+      "              Sydney                18.602      16.614      14.454   \n",
+      "Bangladesh    Dhaka                 28.545      28.684      29.037   \n",
+      "...                                    ...         ...         ...   \n",
+      "United States Chicago                7.615      13.867      17.939   \n",
+      "              Los Angeles           15.684      19.073      22.524   \n",
+      "              New York               8.897      15.944      20.234   \n",
+      "Vietnam       Ho Chi Minh City      28.378      28.597      28.046   \n",
+      "Zimbabwe      Harare                19.999      17.703      16.324   \n",
+      "\n",
+      "date                            2000-07-01  2000-08-01  2000-09-01  \\\n",
+      "country       city                                                   \n",
+      "Afghanistan   Kabul                 26.107      25.459      22.116   \n",
+      "Angola        Luanda                21.126      21.975      23.530   \n",
+      "Australia     Melbourne              8.538       9.230      11.632   \n",
+      "              Sydney                14.735      14.474      16.932   \n",
+      "Bangladesh    Dhaka                 28.825      29.253      28.688   \n",
+      "...                                    ...         ...         ...   \n",
+      "United States Chicago               21.087      22.840      19.061   \n",
+      "              Los Angeles           23.573      25.053      21.951   \n",
+      "              New York              20.727      20.791      17.095   \n",
+      "Vietnam       Ho Chi Minh City      28.036      28.089      28.067   \n",
+      "Zimbabwe      Harare                15.291      16.914      22.165   \n",
+      "\n",
+      "date                            2000-10-01  ...  2012-12-01  2013-01-01  \\\n",
+      "country       city                          ...                           \n",
+      "Afghanistan   Kabul                 16.806  ...       4.026       2.347   \n",
+      "Angola        Luanda                24.339  ...      25.519      26.331   \n",
+      "Australia     Melbourne             12.440  ...      18.425      20.274   \n",
+      "              Sydney                17.032  ...      19.617      21.160   \n",
+      "Bangladesh    Dhaka                 27.744  ...      19.438      17.116   \n",
+      "...                                    ...  ...         ...         ...   \n",
+      "United States Chicago               15.110  ...       5.592       1.056   \n",
+      "              Los Angeles           15.903  ...       8.712       8.813   \n",
+      "              New York              11.323  ...       2.586      -0.968   \n",
+      "Vietnam       Ho Chi Minh City      26.901  ...      28.123      26.597   \n",
+      "Zimbabwe      Harare                23.800  ...      22.679      22.235   \n",
+      "\n",
+      "date                            2013-02-01  2013-03-01  2013-04-01  \\\n",
+      "country       city                                                   \n",
+      "Afghanistan   Kabul                  4.802       8.681      14.936   \n",
+      "Angola        Luanda                26.944      26.945      26.233   \n",
+      "Australia     Melbourne             21.516      19.964      14.762   \n",
+      "              Sydney                20.026      20.483      18.547   \n",
+      "Bangladesh    Dhaka                 21.840      27.036      29.012   \n",
+      "...                                    ...         ...         ...   \n",
+      "United States Chicago               -0.509       1.323       6.644   \n",
+      "              Los Angeles            9.804      14.463      15.921   \n",
+      "              New York              -1.365       2.518       9.723   \n",
+      "Vietnam       Ho Chi Minh City      27.586      28.731      29.360   \n",
+      "Zimbabwe      Harare                22.737      22.051      20.180   \n",
+      "\n",
+      "date                            2013-05-01  2013-06-01  2013-07-01  \\\n",
+      "country       city                                                   \n",
+      "Afghanistan   Kabul                 21.245      25.859      26.805   \n",
+      "Angola        Luanda                25.278      22.864      20.706   \n",
+      "Australia     Melbourne             11.836       9.365       9.774   \n",
+      "              Sydney                16.947      15.911      15.518   \n",
+      "Bangladesh    Dhaka                 28.755      30.133      29.650   \n",
+      "...                                    ...         ...         ...   \n",
+      "United States Chicago               13.734      17.913      21.914   \n",
+      "              Los Angeles           19.028      22.434      25.090   \n",
+      "              New York              15.544      20.892      24.722   \n",
+      "Vietnam       Ho Chi Minh City      29.688      28.939      28.425   \n",
+      "Zimbabwe      Harare                18.298      17.020      16.299   \n",
+      "\n",
+      "date                            2013-08-01  2013-09-01  \n",
+      "country       city                                      \n",
+      "Afghanistan   Kabul                 24.974         NaN  \n",
+      "Angola        Luanda                21.130         NaN  \n",
+      "Australia     Melbourne             10.441         NaN  \n",
+      "              Sydney                16.126         NaN  \n",
+      "Bangladesh    Dhaka                 29.154         NaN  \n",
+      "...                                    ...         ...  \n",
+      "United States Chicago               22.230      19.977  \n",
+      "              Los Angeles           24.232      23.301  \n",
+      "              New York              21.001      17.408  \n",
+      "Vietnam       Ho Chi Minh City      28.314         NaN  \n",
+      "Zimbabwe      Harare                19.232         NaN  \n",
+      "\n",
+      "[100 rows x 165 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 17
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Subsetting pivot tables\n",
+    "A pivot table is just a DataFrame with sorted indexes, so the techniques you have learned already can be used to subset them. In particular, the .loc[] + slicing combination is often helpful.\n",
+    "\n",
+    "pandas is loaded as pd. temp_by_country_city_vs_year is available.\n",
+    "### Instructions\n",
+    "- Use .loc[] on temp_by_country_city_vs_year to take subsets.\n",
+    "\n",
+    "    - From Egypt to India.\n",
+    "    - From Egypt, Cairo to India, Delhi.\n",
+    "    - From Egypt, Cairo to India, Delhi, and 2005 to 2010."
+   ],
+   "id": "d270b3688757abaf"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.664147Z",
+     "start_time": "2025-08-12T16:31:09.647374Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset for Egypt to India\n",
+    "print(temp_by_country_city_vs_year.loc['Egypt':'India'])"
+   ],
+   "id": "81c21f4fcd16f64",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "date                  2000-01-01  2000-02-01  2000-03-01  2000-04-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Alexandria       13.579      14.300      15.266      19.556   \n",
+      "         Cairo            12.669      13.728      16.026      22.396   \n",
+      "         Gizeh            12.669      13.728      16.026      22.396   \n",
+      "Ethiopia Addis Abeba      17.391      19.183      20.230      20.398   \n",
+      "France   Paris             3.845       6.587       7.872      10.067   \n",
+      "Germany  Berlin            1.324       4.718       5.806      11.805   \n",
+      "India    Ahmadabad        20.781      21.246      26.565      32.275   \n",
+      "         Bangalore        23.673      25.351      27.238      28.501   \n",
+      "         Bombay           25.599      24.076      25.489      28.188   \n",
+      "         Calcutta         19.196      21.275      26.881      30.165   \n",
+      "         Delhi            15.201      16.388      22.921      31.266   \n",
+      "         Hyderabad        23.779      25.826      28.821      32.698   \n",
+      "         Jaipur           16.837      17.592      23.932      32.219   \n",
+      "         Kanpur           15.152      16.919      23.325      30.723   \n",
+      "         Lakhnau          15.152      16.919      23.325      30.723   \n",
+      "         Madras           25.143      26.705      28.267      31.341   \n",
+      "         Nagpur           20.086      21.229      26.191      32.968   \n",
+      "         New Delhi        15.201      16.388      22.921      31.266   \n",
+      "         Pune             21.620      22.414      25.775      30.013   \n",
+      "         Surat            21.588      22.293      27.136      31.714   \n",
+      "\n",
+      "date                  2000-05-01  2000-06-01  2000-07-01  2000-08-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Alexandria       21.828      24.619      27.091      26.930   \n",
+      "         Cairo            24.927      27.514      29.586      28.090   \n",
+      "         Gizeh            24.927      27.514      29.586      28.090   \n",
+      "Ethiopia Addis Abeba      19.977      18.254      17.109      16.944   \n",
+      "France   Paris            15.451      17.666      16.954      19.512   \n",
+      "Germany  Berlin           16.376      18.432      16.932      18.930   \n",
+      "India    Ahmadabad        32.847      32.490      28.678      28.616   \n",
+      "         Bangalore        28.059      25.140      25.015      24.333   \n",
+      "         Bombay           28.860      28.342      27.188      27.461   \n",
+      "         Calcutta         30.245      29.861      29.320      29.694   \n",
+      "         Delhi            34.524      33.074      30.925      30.687   \n",
+      "         Hyderabad        32.438      28.422      27.137      26.576   \n",
+      "         Jaipur           34.423      33.773      29.981      29.577   \n",
+      "         Kanpur           33.110      31.189      29.702      29.850   \n",
+      "         Lakhnau          33.110      31.189      29.702      29.850   \n",
+      "         Madras           33.117      31.455      30.483      29.683   \n",
+      "         Nagpur           33.266      29.565      26.673      27.219   \n",
+      "         New Delhi        34.524      33.074      30.925      30.687   \n",
+      "         Pune             29.434      26.915      24.930      25.085   \n",
+      "         Surat            31.760      30.919      28.011      28.326   \n",
+      "\n",
+      "date                  2000-09-01  2000-10-01  ...  2012-12-01  2013-01-01  \\\n",
+      "country  city                                 ...                           \n",
+      "Egypt    Alexandria       25.939      22.842  ...      16.763      15.039   \n",
+      "         Cairo            26.400      22.370  ...      15.522      14.187   \n",
+      "         Gizeh            26.400      22.370  ...      15.522      14.187   \n",
+      "Ethiopia Addis Abeba      17.542      17.113  ...      17.808      18.852   \n",
+      "France   Paris            16.548      11.676  ...       5.593       3.044   \n",
+      "Germany  Berlin           14.656      12.284  ...       0.999       0.113   \n",
+      "India    Ahmadabad        29.087      29.285  ...      22.325      19.645   \n",
+      "         Bangalore        25.280      24.635  ...      23.881      24.168   \n",
+      "         Bombay           27.997      28.820  ...      26.828      24.187   \n",
+      "         Calcutta         28.846      28.017  ...      19.621      17.757   \n",
+      "         Delhi            30.083      28.164  ...      16.566      13.756   \n",
+      "         Hyderabad        27.433      26.927  ...      24.006      24.670   \n",
+      "         Jaipur           29.375      28.449  ...      17.915      15.421   \n",
+      "         Kanpur           28.622      27.077  ...      15.933      13.490   \n",
+      "         Lakhnau          28.622      27.077  ...      15.933      13.490   \n",
+      "         Madras           30.007      28.408  ...      26.222      26.141   \n",
+      "         Nagpur           27.168      26.916  ...      20.465      19.112   \n",
+      "         New Delhi        30.083      28.164  ...      16.566      13.756   \n",
+      "         Pune             25.663      25.695  ...      21.747      21.109   \n",
+      "         Surat            28.465      28.131  ...      22.504      20.213   \n",
+      "\n",
+      "date                  2013-02-01  2013-03-01  2013-04-01  2013-05-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Alexandria       16.083      18.477      19.111      23.647   \n",
+      "         Cairo            15.931      19.695      21.146      27.100   \n",
+      "         Gizeh            15.931      19.695      21.146      27.100   \n",
+      "Ethiopia Addis Abeba      20.047      21.180      20.570      19.774   \n",
+      "France   Paris             2.456       4.570       9.559      11.703   \n",
+      "Germany  Berlin            0.314      -0.391       9.088      14.139   \n",
+      "India    Ahmadabad        22.726      27.196      30.762      33.856   \n",
+      "         Bangalore        25.798      28.057      29.593      29.189   \n",
+      "         Bombay           25.005      26.301      27.335      29.718   \n",
+      "         Calcutta         21.982      27.702      30.435      30.921   \n",
+      "         Delhi            17.824      24.025      29.304      34.746   \n",
+      "         Hyderabad        26.226      29.598      32.245      34.650   \n",
+      "         Jaipur           18.674      24.509      29.809      35.003   \n",
+      "         Kanpur           18.137      23.971      29.119      33.950   \n",
+      "         Lakhnau          18.137      23.971      29.119      33.950   \n",
+      "         Madras           27.093      29.070      32.124      34.587   \n",
+      "         Nagpur           22.333      26.750      31.107      35.869   \n",
+      "         New Delhi        17.824      24.025      29.304      34.746   \n",
+      "         Pune             23.807      26.849      29.036      31.024   \n",
+      "         Surat            23.930      27.922      30.546      32.980   \n",
+      "\n",
+      "date                  2013-06-01  2013-07-01  2013-08-01  2013-09-01  \n",
+      "country  city                                                         \n",
+      "Egypt    Alexandria       25.329      26.369      27.453         NaN  \n",
+      "         Cairo            28.392      28.217      28.588         NaN  \n",
+      "         Gizeh            28.392      28.217      28.588         NaN  \n",
+      "Ethiopia Addis Abeba      18.736      18.148      19.005         NaN  \n",
+      "France   Paris            16.340      21.186      19.235         NaN  \n",
+      "Germany  Berlin           17.473      20.901      19.335         NaN  \n",
+      "India    Ahmadabad        31.099      28.073      27.512         NaN  \n",
+      "         Bangalore        25.835      25.008      25.236         NaN  \n",
+      "         Bombay           27.686      26.519      26.953         NaN  \n",
+      "         Calcutta         30.618      30.000      29.539         NaN  \n",
+      "         Delhi            33.066      31.053      29.900         NaN  \n",
+      "         Hyderabad        29.487      27.011      26.923         NaN  \n",
+      "         Jaipur           32.896      29.936      28.505         NaN  \n",
+      "         Kanpur           31.236      29.817      29.250         NaN  \n",
+      "         Lakhnau          31.236      29.817      29.250         NaN  \n",
+      "         Madras           32.996      30.770      30.513         NaN  \n",
+      "         Nagpur           29.540      26.258      25.930         NaN  \n",
+      "         New Delhi        33.066      31.053      29.900         NaN  \n",
+      "         Pune             26.362      24.150      24.444         NaN  \n",
+      "         Surat            29.418      27.306      27.187         NaN  \n",
+      "\n",
+      "[20 rows x 165 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 18
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.719863Z",
+     "start_time": "2025-08-12T16:31:09.703055Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset for Egypt, Cairo to India, Delhi\n",
+    "print(temp_by_country_city_vs_year.loc[('Egypt', 'Cairo'):('India', 'Delhi')])"
+   ],
+   "id": "6c6531f7486a7949",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "date                  2000-01-01  2000-02-01  2000-03-01  2000-04-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Cairo            12.669      13.728      16.026      22.396   \n",
+      "         Gizeh            12.669      13.728      16.026      22.396   \n",
+      "Ethiopia Addis Abeba      17.391      19.183      20.230      20.398   \n",
+      "France   Paris             3.845       6.587       7.872      10.067   \n",
+      "Germany  Berlin            1.324       4.718       5.806      11.805   \n",
+      "India    Ahmadabad        20.781      21.246      26.565      32.275   \n",
+      "         Bangalore        23.673      25.351      27.238      28.501   \n",
+      "         Bombay           25.599      24.076      25.489      28.188   \n",
+      "         Calcutta         19.196      21.275      26.881      30.165   \n",
+      "         Delhi            15.201      16.388      22.921      31.266   \n",
+      "\n",
+      "date                  2000-05-01  2000-06-01  2000-07-01  2000-08-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Cairo            24.927      27.514      29.586      28.090   \n",
+      "         Gizeh            24.927      27.514      29.586      28.090   \n",
+      "Ethiopia Addis Abeba      19.977      18.254      17.109      16.944   \n",
+      "France   Paris            15.451      17.666      16.954      19.512   \n",
+      "Germany  Berlin           16.376      18.432      16.932      18.930   \n",
+      "India    Ahmadabad        32.847      32.490      28.678      28.616   \n",
+      "         Bangalore        28.059      25.140      25.015      24.333   \n",
+      "         Bombay           28.860      28.342      27.188      27.461   \n",
+      "         Calcutta         30.245      29.861      29.320      29.694   \n",
+      "         Delhi            34.524      33.074      30.925      30.687   \n",
+      "\n",
+      "date                  2000-09-01  2000-10-01  ...  2012-12-01  2013-01-01  \\\n",
+      "country  city                                 ...                           \n",
+      "Egypt    Cairo            26.400      22.370  ...      15.522      14.187   \n",
+      "         Gizeh            26.400      22.370  ...      15.522      14.187   \n",
+      "Ethiopia Addis Abeba      17.542      17.113  ...      17.808      18.852   \n",
+      "France   Paris            16.548      11.676  ...       5.593       3.044   \n",
+      "Germany  Berlin           14.656      12.284  ...       0.999       0.113   \n",
+      "India    Ahmadabad        29.087      29.285  ...      22.325      19.645   \n",
+      "         Bangalore        25.280      24.635  ...      23.881      24.168   \n",
+      "         Bombay           27.997      28.820  ...      26.828      24.187   \n",
+      "         Calcutta         28.846      28.017  ...      19.621      17.757   \n",
+      "         Delhi            30.083      28.164  ...      16.566      13.756   \n",
+      "\n",
+      "date                  2013-02-01  2013-03-01  2013-04-01  2013-05-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Cairo            15.931      19.695      21.146      27.100   \n",
+      "         Gizeh            15.931      19.695      21.146      27.100   \n",
+      "Ethiopia Addis Abeba      20.047      21.180      20.570      19.774   \n",
+      "France   Paris             2.456       4.570       9.559      11.703   \n",
+      "Germany  Berlin            0.314      -0.391       9.088      14.139   \n",
+      "India    Ahmadabad        22.726      27.196      30.762      33.856   \n",
+      "         Bangalore        25.798      28.057      29.593      29.189   \n",
+      "         Bombay           25.005      26.301      27.335      29.718   \n",
+      "         Calcutta         21.982      27.702      30.435      30.921   \n",
+      "         Delhi            17.824      24.025      29.304      34.746   \n",
+      "\n",
+      "date                  2013-06-01  2013-07-01  2013-08-01  2013-09-01  \n",
+      "country  city                                                         \n",
+      "Egypt    Cairo            28.392      28.217      28.588         NaN  \n",
+      "         Gizeh            28.392      28.217      28.588         NaN  \n",
+      "Ethiopia Addis Abeba      18.736      18.148      19.005         NaN  \n",
+      "France   Paris            16.340      21.186      19.235         NaN  \n",
+      "Germany  Berlin           17.473      20.901      19.335         NaN  \n",
+      "India    Ahmadabad        31.099      28.073      27.512         NaN  \n",
+      "         Bangalore        25.835      25.008      25.236         NaN  \n",
+      "         Bombay           27.686      26.519      26.953         NaN  \n",
+      "         Calcutta         30.618      30.000      29.539         NaN  \n",
+      "         Delhi            33.066      31.053      29.900         NaN  \n",
+      "\n",
+      "[10 rows x 165 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 19
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.793493Z",
+     "start_time": "2025-08-12T16:31:09.767063Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset for Egypt, Cairo to India, Delhi, and 2005 to 2010\n",
+    "print(temp_by_country_city_vs_year.loc[('Egypt', 'Cairo'):('India', 'Delhi'), '2005':'2010'])"
+   ],
+   "id": "ad91f4e59781fb1a",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "date                  2005-01-01  2005-02-01  2005-03-01  2005-04-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Cairo            14.030      14.640      18.033      21.585   \n",
+      "         Gizeh            14.030      14.640      18.033      21.585   \n",
+      "Ethiopia Addis Abeba      17.940      19.785      20.685      20.464   \n",
+      "France   Paris             5.053       2.884       7.415      10.884   \n",
+      "Germany  Berlin            3.103      -0.236       3.808      10.174   \n",
+      "India    Ahmadabad        18.898      21.815      27.380      30.601   \n",
+      "         Bangalore        23.972      25.618      27.825      27.795   \n",
+      "         Bombay           24.447      24.707      25.961      28.128   \n",
+      "         Calcutta         19.341      23.576      27.695      30.152   \n",
+      "         Delhi            14.383      17.669      24.469      29.322   \n",
+      "\n",
+      "date                  2005-05-01  2005-06-01  2005-07-01  2005-08-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Cairo            24.951      27.693      29.401      29.256   \n",
+      "         Gizeh            24.951      27.693      29.401      29.256   \n",
+      "Ethiopia Addis Abeba      19.366      17.923      16.991      17.563   \n",
+      "France   Paris            14.130      18.816      19.582      18.266   \n",
+      "Germany  Berlin           14.129      16.931      19.569      17.204   \n",
+      "India    Ahmadabad        33.250      32.509      29.117      27.755   \n",
+      "         Bangalore        28.348      26.187      25.047      25.148   \n",
+      "         Bombay           29.409      29.042      27.677      26.980   \n",
+      "         Calcutta         31.062      31.595      28.833      29.485   \n",
+      "         Delhi            32.998      35.200      30.544      31.364   \n",
+      "\n",
+      "date                  2005-09-01  2005-10-01  ...  2009-03-01  2009-04-01  \\\n",
+      "country  city                                 ...                           \n",
+      "Egypt    Cairo            27.505      22.994  ...      17.388      22.001   \n",
+      "         Gizeh            27.505      22.994  ...      17.388      22.001   \n",
+      "Ethiopia Addis Abeba      17.797      17.419  ...      20.189      20.335   \n",
+      "France   Paris            17.279      14.817  ...       7.197      12.098   \n",
+      "Germany  Berlin           16.233      11.816  ...       5.541      13.183   \n",
+      "India    Ahmadabad        28.180      27.628  ...      28.640      31.847   \n",
+      "         Bangalore        25.032      24.560  ...      27.573      28.769   \n",
+      "         Bombay           27.015      28.060  ...      27.193      28.936   \n",
+      "         Calcutta         29.398      26.943  ...      27.711      31.778   \n",
+      "         Delhi            29.675      26.409  ...      24.655      30.182   \n",
+      "\n",
+      "date                  2009-05-01  2009-06-01  2009-07-01  2009-08-01  \\\n",
+      "country  city                                                          \n",
+      "Egypt    Cairo            25.103      29.393      30.087      28.830   \n",
+      "         Gizeh            25.103      29.393      30.087      28.830   \n",
+      "Ethiopia Addis Abeba      20.283      19.222      17.484      17.513   \n",
+      "France   Paris            14.758      17.136      19.354      20.509   \n",
+      "Germany  Berlin           14.535      15.899      19.780      20.181   \n",
+      "India    Ahmadabad        34.075      32.957      29.426      29.072   \n",
+      "         Bangalore        27.906      26.277      25.122      25.490   \n",
+      "         Bombay           29.735      29.548      27.385      27.852   \n",
+      "         Calcutta         30.585      31.665      29.575      29.533   \n",
+      "         Delhi            34.067      35.543      32.271      31.519   \n",
+      "\n",
+      "date                  2009-09-01  2009-10-01  2009-11-01  2009-12-01  \n",
+      "country  city                                                         \n",
+      "Egypt    Cairo            27.262      25.113      19.458      16.361  \n",
+      "         Gizeh            27.262      25.113      19.458      16.361  \n",
+      "Ethiopia Addis Abeba      18.187      17.788      18.098      18.298  \n",
+      "France   Paris            16.363      11.724       9.938       3.609  \n",
+      "Germany  Berlin           16.003       8.222       8.033       0.186  \n",
+      "India    Ahmadabad        29.360      28.299      25.187      22.478  \n",
+      "         Bangalore        25.389      25.368      24.438      23.565  \n",
+      "         Bombay           28.173      28.396      28.324      27.043  \n",
+      "         Calcutta         29.626      27.273      24.281      19.817  \n",
+      "         Delhi            30.154      26.600      21.214      16.871  \n",
+      "\n",
+      "[10 rows x 60 columns]\n"
+     ]
+    }
+   ],
+   "execution_count": 20
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Calculating on a pivot table\n",
+    "Pivot tables are filled with summary statistics, but they are only a first step to finding something insightful. Often you'll need to perform further calculations on them. A common thing to do is to find the rows or columns where the highest or lowest value occurs.\n",
+    "\n",
+    "Recall from Chapter 1 that you can easily subset a Series or DataFrame to find rows of interest using a logical condition inside of square brackets. For example: series[series > value].\n",
+    "\n",
+    "pandas is loaded as pd and the DataFrame temp_by_country_city_vs_year is available. The .head() for this DataFrame is shown below, with only a few of the year columns displayed:\n",
+    "\n",
+    "![Calculating on a pivot table](matplotlib/data/Calculating on a pivot table.png)\n"
+   ],
+   "id": "274d12248e977187"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:09.887211Z",
+     "start_time": "2025-08-12T16:31:09.869265Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Get the worldwide mean temp by year\n",
+    "mean_temp_by_year = temp_by_country_city_vs_year.mean()\n",
+    "\n",
+    "# Filter for the year that had the highest mean temp\n",
+    "print(mean_temp_by_year[mean_temp_by_year == mean_temp_by_year.max()])"
+   ],
+   "id": "771f147ee7e4f0e8",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "date\n",
+      "2002-07-01    25.35836\n",
+      "dtype: float64\n",
+      "country  city  \n",
+      "China    Harbin    4.858494\n",
+      "dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 21
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-12T16:31:24.593348Z",
+     "start_time": "2025-08-12T16:31:24.584300Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Get the mean temp by city\n",
+    "mean_temp_by_city = temp_by_country_city_vs_year.mean(axis=1)\n",
+    "\n",
+    "# Filter for the city that had the lowest mean temp\n",
+    "print(mean_temp_by_city[mean_temp_by_city == mean_temp_by_city.min()])"
+   ],
+   "id": "1f4ad110543693ca",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "country  city  \n",
+      "China    Harbin    4.858494\n",
+      "dtype: float64\n"
+     ]
+    }
+   ],
+   "execution_count": 22
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/matplotlib/Transforming DataFrames.ipynb b/matplotlib/Transforming DataFrames.ipynb
new file mode 100644
index 0000000..5014377
--- /dev/null
+++ b/matplotlib/Transforming DataFrames.ipynb	
@@ -0,0 +1,724 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Introducing DataFrames",
+   "id": "e8e7c619a95ebb47"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Inspecting a DataFrame\n",
+    "When you get a new DataFrame to work with, the first thing you need to do is explore it and see what it contains. There are several useful methods and attributes for this.\n",
+    "\n",
+    "- .`head()` returns the first few rows (the “head” of the DataFrame).\n",
+    "- .`info()` shows information on each of the columns, such as the data type and number of missing values.\n",
+    "- .shape returns the number of rows and columns of the DataFrame.\n",
+    "- .`describe()` calculates a few summary statistics for each column.\n",
+    "homelessness is a DataFrame containing estimates of homelessness in each U.S. state in 2018. The individual column is the number of homeless individuals not part of a family with children. The family_members column is the number of homeless individuals part of a family with children. The state_pop column is the state's total population.\n",
+    "\n",
+    "pandas is imported for you.\n",
+    "### Instructions\n",
+    "Print the head of the homelessness DataFrame."
+   ],
+   "id": "fbbf586dd73165a2"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T05:08:14.277388Z",
+     "start_time": "2025-08-11T05:08:12.967Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import pandas\n",
+    "import pandas as pd\n",
+    "# Load the homelessness DataFrame\n",
+    "homelessness = pd.read_csv('data/homelessness.csv')\n",
+    "# Print the head of the homelessness data\n",
+    "print(homelessness.head())\n",
+    "# Print information about homelessness\n",
+    "print(homelessness.info())\n",
+    "# Print the shape of homelessness\n",
+    "print(homelessness.shape)\n",
+    "# Print a description of homelessness\n",
+    "print(homelessness.describe())"
+   ],
+   "id": "48aefd6ec82b20b7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "               region       state  individuals  family_members  state_pop\n",
+      "0  East South Central     Alabama       2570.0           864.0    4887681\n",
+      "1             Pacific      Alaska       1434.0           582.0     735139\n",
+      "2            Mountain     Arizona       7259.0          2606.0    7158024\n",
+      "3  West South Central    Arkansas       2280.0           432.0    3009733\n",
+      "4             Pacific  California     109008.0         20964.0   39461588\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 51 entries, 0 to 50\n",
+      "Data columns (total 5 columns):\n",
+      " #   Column          Non-Null Count  Dtype  \n",
+      "---  ------          --------------  -----  \n",
+      " 0   region          51 non-null     object \n",
+      " 1   state           51 non-null     object \n",
+      " 2   individuals     51 non-null     float64\n",
+      " 3   family_members  51 non-null     float64\n",
+      " 4   state_pop       51 non-null     int64  \n",
+      "dtypes: float64(2), int64(1), object(2)\n",
+      "memory usage: 2.1+ KB\n",
+      "None\n",
+      "(51, 5)\n",
+      "         individuals  family_members     state_pop\n",
+      "count      51.000000       51.000000  5.100000e+01\n",
+      "mean     7225.784314     3504.882353  6.405637e+06\n",
+      "std     15991.025083     7805.411811  7.327258e+06\n",
+      "min       434.000000       75.000000  5.776010e+05\n",
+      "25%      1446.500000      592.000000  1.777414e+06\n",
+      "50%      3082.000000     1482.000000  4.461153e+06\n",
+      "75%      6781.500000     3196.000000  7.340946e+06\n",
+      "max    109008.000000    52070.000000  3.946159e+07\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Parts of a DataFrame\n",
+    "To better understand DataFrame objects, it's useful to know that they consist of three components, stored as attributes:\n",
+    "\n",
+    "- .values: A two-dimensional NumPy array of values.\n",
+    "- .columns: An index of columns: the column names.\n",
+    "- .index: An index for the rows: either row numbers or row names.\n",
+    "You can usually think of indexes as a list of strings or numbers, though the pandas Index data type allows for more sophisticated options. (These will be covered later in the course.)\n",
+    "\n",
+    "homelessness is available.\n",
+    "### Instructions\n",
+    "- Import pandas using the alias pd.\n",
+    "- Print a 2D NumPy array of the values in homelessness.\n",
+    "- Print the column names of homelessness.\n",
+    "- Print the index of homelessness."
+   ],
+   "id": "49921c89076e93aa"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T18:11:16.385281Z",
+     "start_time": "2025-08-10T18:11:16.379143Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Assuming you have a DataFrame called homelessness\n",
+    "# Print the values of homelessness\n",
+    "print(homelessness.values)\n",
+    "\n",
+    "# Print the column index of homelessness\n",
+    "print(homelessness.columns)\n",
+    "\n",
+    "# Print the row index of homelessness\n",
+    "print(homelessness.index)\n"
+   ],
+   "id": "11b66ec5ef606c2a",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[['East South Central' 'Alabama' 2570.0 864.0 4887681]\n",
+      " ['Pacific' 'Alaska' 1434.0 582.0 735139]\n",
+      " ['Mountain' 'Arizona' 7259.0 2606.0 7158024]\n",
+      " ['West South Central' 'Arkansas' 2280.0 432.0 3009733]\n",
+      " ['Pacific' 'California' 109008.0 20964.0 39461588]\n",
+      " ['Mountain' 'Colorado' 7607.0 3250.0 5691287]\n",
+      " ['New England' 'Connecticut' 2280.0 1696.0 3571520]\n",
+      " ['South Atlantic' 'Delaware' 708.0 374.0 965479]\n",
+      " ['South Atlantic' 'District of Columbia' 3770.0 3134.0 701547]\n",
+      " ['South Atlantic' 'Florida' 21443.0 9587.0 21244317]\n",
+      " ['South Atlantic' 'Georgia' 6943.0 2556.0 10511131]\n",
+      " ['Pacific' 'Hawaii' 4131.0 2399.0 1420593]\n",
+      " ['Mountain' 'Idaho' 1297.0 715.0 1750536]\n",
+      " ['East North Central' 'Illinois' 6752.0 3891.0 12723071]\n",
+      " ['East North Central' 'Indiana' 3776.0 1482.0 6695497]\n",
+      " ['West North Central' 'Iowa' 1711.0 1038.0 3148618]\n",
+      " ['West North Central' 'Kansas' 1443.0 773.0 2911359]\n",
+      " ['East South Central' 'Kentucky' 2735.0 953.0 4461153]\n",
+      " ['West South Central' 'Louisiana' 2540.0 519.0 4659690]\n",
+      " ['New England' 'Maine' 1450.0 1066.0 1339057]\n",
+      " ['South Atlantic' 'Maryland' 4914.0 2230.0 6035802]\n",
+      " ['New England' 'Massachusetts' 6811.0 13257.0 6882635]\n",
+      " ['East North Central' 'Michigan' 5209.0 3142.0 9984072]\n",
+      " ['West North Central' 'Minnesota' 3993.0 3250.0 5606249]\n",
+      " ['East South Central' 'Mississippi' 1024.0 328.0 2981020]\n",
+      " ['West North Central' 'Missouri' 3776.0 2107.0 6121623]\n",
+      " ['Mountain' 'Montana' 983.0 422.0 1060665]\n",
+      " ['West North Central' 'Nebraska' 1745.0 676.0 1925614]\n",
+      " ['Mountain' 'Nevada' 7058.0 486.0 3027341]\n",
+      " ['New England' 'New Hampshire' 835.0 615.0 1353465]\n",
+      " ['Mid-Atlantic' 'New Jersey' 6048.0 3350.0 8886025]\n",
+      " ['Mountain' 'New Mexico' 1949.0 602.0 2092741]\n",
+      " ['Mid-Atlantic' 'New York' 39827.0 52070.0 19530351]\n",
+      " ['South Atlantic' 'North Carolina' 6451.0 2817.0 10381615]\n",
+      " ['West North Central' 'North Dakota' 467.0 75.0 758080]\n",
+      " ['East North Central' 'Ohio' 6929.0 3320.0 11676341]\n",
+      " ['West South Central' 'Oklahoma' 2823.0 1048.0 3940235]\n",
+      " ['Pacific' 'Oregon' 11139.0 3337.0 4181886]\n",
+      " ['Mid-Atlantic' 'Pennsylvania' 8163.0 5349.0 12800922]\n",
+      " ['New England' 'Rhode Island' 747.0 354.0 1058287]\n",
+      " ['South Atlantic' 'South Carolina' 3082.0 851.0 5084156]\n",
+      " ['West North Central' 'South Dakota' 836.0 323.0 878698]\n",
+      " ['East South Central' 'Tennessee' 6139.0 1744.0 6771631]\n",
+      " ['West South Central' 'Texas' 19199.0 6111.0 28628666]\n",
+      " ['Mountain' 'Utah' 1904.0 972.0 3153550]\n",
+      " ['New England' 'Vermont' 780.0 511.0 624358]\n",
+      " ['South Atlantic' 'Virginia' 3928.0 2047.0 8501286]\n",
+      " ['Pacific' 'Washington' 16424.0 5880.0 7523869]\n",
+      " ['South Atlantic' 'West Virginia' 1021.0 222.0 1804291]\n",
+      " ['East North Central' 'Wisconsin' 2740.0 2167.0 5807406]\n",
+      " ['Mountain' 'Wyoming' 434.0 205.0 577601]]\n",
+      "Index(['region', 'state', 'individuals', 'family_members', 'state_pop'], dtype='object')\n",
+      "RangeIndex(start=0, stop=51, step=1)\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Sorting and Subsetting",
+   "id": "fbf65e064c8ca703"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Sorting rows\n",
+    "Finding interesting bits of data in a DataFrame is often easier if you change the order of the rows. You can sort the rows by passing a column name to .sort_values().\n",
+    "\n",
+    "In cases where rows have the same value (this is common if you sort on a categorical variable), you may wish to break the ties by sorting on another column. You can sort on multiple columns in this way by passing a list of column names.\n",
+    "\n",
+    "    Sort on …\t        Syntax\n",
+    "    one column\t        df.sort_values(\"breed\")\n",
+    "    multiple columns\tdf.sort_values([\"breed\", \"weight_kg\"])\n",
+    "By combining .sort_values() with .head(), you can answer questions in the form, \"What are the top cases where…?\".\n",
+    "\n",
+    "homelessness is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Sort homelessness by the number of homeless individuals in the individuals column, from smallest to largest, and save this as homelessness_ind.\n",
+    "Print the head of the sorted DataFrame.\n",
+    "- Sort homelessness by the number of homeless family_members in descending order, and save this as homelessness_fam.\n",
+    "- Sort homelessness by the number of homeless family_members in descending order, and save this as homelessness_fam.\n",
+    "- Sort homelessness first by region (ascending), and then by number of family members (descending). Save this as homelessness_reg_fam."
+   ],
+   "id": "4a13660c7acbe1d6"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T05:08:17.930671Z",
+     "start_time": "2025-08-11T05:08:17.919242Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "\n",
+    "# Sort homelessness by individuals\n",
+    "homelessness_ind = homelessness.sort_values(\"individuals\")\n",
+    "\n",
+    "# Print the top few rows\n",
+    "print(homelessness_ind.head())\n",
+    "\n",
+    "# Sort homelessness by descending family members\n",
+    "homelessness_fam = homelessness.sort_values(\"family_members\", ascending=False)\n",
+    "\n",
+    "print(homelessness_fam.head())\n",
+    "\n",
+    "# Sort homelessness by region, then descending family members\n",
+    "homelessness_reg_fam = homelessness.sort_values(\n",
+    "    [\"region\", \"family_members\"], ascending=[True, False]\n",
+    ")\n",
+    "\n",
+    "# Print the top few rows\n",
+    "print(homelessness_reg_fam.head())"
+   ],
+   "id": "9982961047d79706",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                region         state  individuals  family_members  state_pop\n",
+      "50            Mountain       Wyoming        434.0           205.0     577601\n",
+      "34  West North Central  North Dakota        467.0            75.0     758080\n",
+      "7       South Atlantic      Delaware        708.0           374.0     965479\n",
+      "39         New England  Rhode Island        747.0           354.0    1058287\n",
+      "45         New England       Vermont        780.0           511.0     624358\n",
+      "                region          state  individuals  family_members  state_pop\n",
+      "32        Mid-Atlantic       New York      39827.0         52070.0   19530351\n",
+      "4              Pacific     California     109008.0         20964.0   39461588\n",
+      "21         New England  Massachusetts       6811.0         13257.0    6882635\n",
+      "9       South Atlantic        Florida      21443.0          9587.0   21244317\n",
+      "43  West South Central          Texas      19199.0          6111.0   28628666\n",
+      "                region      state  individuals  family_members  state_pop\n",
+      "13  East North Central   Illinois       6752.0          3891.0   12723071\n",
+      "35  East North Central       Ohio       6929.0          3320.0   11676341\n",
+      "22  East North Central   Michigan       5209.0          3142.0    9984072\n",
+      "49  East North Central  Wisconsin       2740.0          2167.0    5807406\n",
+      "14  East North Central    Indiana       3776.0          1482.0    6695497\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Subsetting columns\n",
+    "When working with data, you may not need all of the variables in your dataset. Square brackets ([]) can be used to select only the columns that matter to you in an order that makes sense to you. To select only \"col_a\" of the DataFrame df, use\n",
+    "\n",
+    "    df[\"col_a\"]\n",
+    "To select \"col_a\" and \"col_b\" of df, use\n",
+    "\n",
+    "    df[[\"col_a\", \"col_b\"]]\n",
+    "homelessness is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Create a Series called individuals that contains only the individuals column of homelessness.\n",
+    "- Create a DataFrame called state_fam that contains only the state and family_members columns of homelessness, in that order.\n",
+    "- Create a DataFrame called ind_state that contains the individuals and state columns of homelessness, in that order."
+   ],
+   "id": "2577b0b76c231f9"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T05:12:44.202977Z",
+     "start_time": "2025-08-11T05:12:44.184613Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Select the individuals column\n",
+    "individuals = homelessness[\"individuals\"]\n",
+    "\n",
+    "print(individuals.head())\n",
+    "\n",
+    "# Select the state and family_members columns\n",
+    "state_fam = homelessness[[\"state\", \"family_members\"]]\n",
+    "\n",
+    "print(state_fam.head())\n",
+    "\n",
+    "# Select only the individuals and state columns, in that order\n",
+    "ind_state = homelessness[[\"individuals\", \"state\"]]\n",
+    "\n",
+    "print(ind_state.head())"
+   ],
+   "id": "7b97742f2379c9a4",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0      2570.0\n",
+      "1      1434.0\n",
+      "2      7259.0\n",
+      "3      2280.0\n",
+      "4    109008.0\n",
+      "Name: individuals, dtype: float64\n",
+      "        state  family_members\n",
+      "0     Alabama           864.0\n",
+      "1      Alaska           582.0\n",
+      "2     Arizona          2606.0\n",
+      "3    Arkansas           432.0\n",
+      "4  California         20964.0\n",
+      "   individuals       state\n",
+      "0       2570.0     Alabama\n",
+      "1       1434.0      Alaska\n",
+      "2       7259.0     Arizona\n",
+      "3       2280.0    Arkansas\n",
+      "4     109008.0  California\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Subsetting rows\n",
+    "A large part of data science is about finding which bits of your dataset are interesting. One of the simplest techniques for this is to find a subset of rows that match some criteria. This is sometimes known as filtering rows or selecting rows.\n",
+    "\n",
+    "There are many ways to subset a DataFrame, perhaps the most common is to use relational operators to return True or False for each row, then pass that inside square brackets.\n",
+    "\n",
+    "    dogs[dogs[\"height_cm\"] > 60]\n",
+    "    dogs[dogs[\"color\"] == \"tan\"]\n",
+    "You can filter for multiple conditions at once by using the \"bitwise and\" operator, &.\n",
+    "\n",
+    "    dogs[(dogs[\"height_cm\"] > 60) & (dogs[\"color\"] == \"tan\")]\n",
+    "homelessness is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Filter homelessness for cases where the number of individuals is greater than ten thousand, assigning to ind_gt_10k. View the printed result.\n",
+    "- Filter homelessness for cases where the USA Census region is \"Mountain\", assigning to mountain_reg. View the printed result.\n",
+    "- Filter homelessness for cases where the number of family_members is less than one thousand and the region is \"Pacific\", assigning to fam_lt_1k_pac. View the printed result."
+   ],
+   "id": "279066ce55c1675b"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T05:18:17.675753Z",
+     "start_time": "2025-08-11T05:18:17.655071Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Filter for rows where individuals is greater than 10000\n",
+    "ind_gt_10k = homelessness[homelessness[\"individuals\"] > 10000]\n",
+    "\n",
+    "# See the result\n",
+    "print(ind_gt_10k)\n",
+    "\n",
+    "# Filter for rows where region is Mountain\n",
+    "mountain_reg = homelessness[homelessness[\"region\"] == \"Mountain\"]\n",
+    "\n",
+    "# See the result\n",
+    "print(mountain_reg)\n",
+    "\n",
+    "# Filter for rows where family_members is less than 1000\n",
+    "# and region is Pacific\n",
+    "fam_lt_1k_pac = homelessness[\n",
+    "    (homelessness[\"family_members\"] < 1000) & (homelessness[\"region\"] == \"Pacific\")\n",
+    "]\n",
+    "\n",
+    "# See the result\n",
+    "print(fam_lt_1k_pac)"
+   ],
+   "id": "f16a64388720b8ab",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                region       state  individuals  family_members  state_pop\n",
+      "4              Pacific  California     109008.0         20964.0   39461588\n",
+      "9       South Atlantic     Florida      21443.0          9587.0   21244317\n",
+      "32        Mid-Atlantic    New York      39827.0         52070.0   19530351\n",
+      "37             Pacific      Oregon      11139.0          3337.0    4181886\n",
+      "43  West South Central       Texas      19199.0          6111.0   28628666\n",
+      "47             Pacific  Washington      16424.0          5880.0    7523869\n",
+      "      region       state  individuals  family_members  state_pop\n",
+      "2   Mountain     Arizona       7259.0          2606.0    7158024\n",
+      "5   Mountain    Colorado       7607.0          3250.0    5691287\n",
+      "12  Mountain       Idaho       1297.0           715.0    1750536\n",
+      "26  Mountain     Montana        983.0           422.0    1060665\n",
+      "28  Mountain      Nevada       7058.0           486.0    3027341\n",
+      "31  Mountain  New Mexico       1949.0           602.0    2092741\n",
+      "44  Mountain        Utah       1904.0           972.0    3153550\n",
+      "50  Mountain     Wyoming        434.0           205.0     577601\n",
+      "    region   state  individuals  family_members  state_pop\n",
+      "1  Pacific  Alaska       1434.0           582.0     735139\n"
+     ]
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Subsetting rows by categorical variables\n",
+    "Subsetting data based on a categorical variable often involves using the or operator (|) to select rows from multiple categories. This can get tedious when you want all states in one of three different regions, for example. Instead, use the .isin() method, which will allow you to tackle this problem by writing one condition instead of three separate ones.\n",
+    "\n",
+    "    colors = [\"brown\", \"black\", \"tan\"]\n",
+    "    condition = dogs[\"color\"].isin(colors)\n",
+    "    dogs[condition]\n",
+    "homelessness is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "Filter homelessness for cases where the USA census state is in the list of Mojave states, canu, assigning to mojave_homelessness. View the printed result."
+   ],
+   "id": "60acc9f660d2fc41"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T05:22:42.860080Z",
+     "start_time": "2025-08-11T05:22:42.850626Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# The Mojave Desert states\n",
+    "canu = [\"California\", \"Arizona\", \"Nevada\", \"Utah\"]\n",
+    "\n",
+    "# Filter for rows in the Mojave Desert states\n",
+    "mojave_homelessness = homelessness[homelessness[\"state\"].isin(canu)]\n",
+    "\n",
+    "# See the result\n",
+    "print(mojave_homelessness)"
+   ],
+   "id": "b693e6211f1e7161",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      region       state  individuals  family_members  state_pop\n",
+      "2   Mountain     Arizona       7259.0          2606.0    7158024\n",
+      "4    Pacific  California     109008.0         20964.0   39461588\n",
+      "28  Mountain      Nevada       7058.0           486.0    3027341\n",
+      "44  Mountain        Utah       1904.0           972.0    3153550\n"
+     ]
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# New Columns",
+   "id": "25f56e61afef7183"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Adding new columns\n",
+    "You aren't stuck with just the data you are given. Instead, you can add new columns to a DataFrame. This has many names, such as transforming, mutating, and feature engineering.\n",
+    "\n",
+    "You can create new columns from scratch, but it is also common to derive them from other columns, for example, by adding columns together or by changing their units.\n",
+    "\n",
+    "homelessness is a DataFrame containing estimates of homelessness in each U.S. state in 2018. The individual column is the number of homeless individuals not part of a family with children. The family_members column is the number of homeless individuals part of a family with children. The state_pop column is the state's total population.\n",
+    "\n",
+    "homelessness is available and pandas is loaded as pd.\n",
+    "### Instructions\n",
+    "- Add a new column to homelessness, named total, containing the sum of the individuals and family_members columns.\n",
+    "- Add another column to homelessness, named p_homeless, containing the proportion of the total homeless population to the total population in each state state_pop."
+   ],
+   "id": "10064e8f197e3d4a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T05:33:45.375291Z",
+     "start_time": "2025-08-11T05:33:45.348034Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Add total col as sum of individuals and family_members\n",
+    "homelessness[\"total\"] = homelessness[\"individuals\"] + homelessness[\"family_members\"]\n",
+    "\n",
+    "# Add p_homeless col as proportion of total homeless population to the state population\n",
+    "homelessness[\"p_homeless\"] = homelessness[\"total\"] / homelessness[\"state_pop\"]\n",
+    "\n",
+    "# See the result\n",
+    "print(homelessness)"
+   ],
+   "id": "baed1531171b9926",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                region                 state  individuals  family_members  \\\n",
+      "0   East South Central               Alabama       2570.0           864.0   \n",
+      "1              Pacific                Alaska       1434.0           582.0   \n",
+      "2             Mountain               Arizona       7259.0          2606.0   \n",
+      "3   West South Central              Arkansas       2280.0           432.0   \n",
+      "4              Pacific            California     109008.0         20964.0   \n",
+      "5             Mountain              Colorado       7607.0          3250.0   \n",
+      "6          New England           Connecticut       2280.0          1696.0   \n",
+      "7       South Atlantic              Delaware        708.0           374.0   \n",
+      "8       South Atlantic  District of Columbia       3770.0          3134.0   \n",
+      "9       South Atlantic               Florida      21443.0          9587.0   \n",
+      "10      South Atlantic               Georgia       6943.0          2556.0   \n",
+      "11             Pacific                Hawaii       4131.0          2399.0   \n",
+      "12            Mountain                 Idaho       1297.0           715.0   \n",
+      "13  East North Central              Illinois       6752.0          3891.0   \n",
+      "14  East North Central               Indiana       3776.0          1482.0   \n",
+      "15  West North Central                  Iowa       1711.0          1038.0   \n",
+      "16  West North Central                Kansas       1443.0           773.0   \n",
+      "17  East South Central              Kentucky       2735.0           953.0   \n",
+      "18  West South Central             Louisiana       2540.0           519.0   \n",
+      "19         New England                 Maine       1450.0          1066.0   \n",
+      "20      South Atlantic              Maryland       4914.0          2230.0   \n",
+      "21         New England         Massachusetts       6811.0         13257.0   \n",
+      "22  East North Central              Michigan       5209.0          3142.0   \n",
+      "23  West North Central             Minnesota       3993.0          3250.0   \n",
+      "24  East South Central           Mississippi       1024.0           328.0   \n",
+      "25  West North Central              Missouri       3776.0          2107.0   \n",
+      "26            Mountain               Montana        983.0           422.0   \n",
+      "27  West North Central              Nebraska       1745.0           676.0   \n",
+      "28            Mountain                Nevada       7058.0           486.0   \n",
+      "29         New England         New Hampshire        835.0           615.0   \n",
+      "30        Mid-Atlantic            New Jersey       6048.0          3350.0   \n",
+      "31            Mountain            New Mexico       1949.0           602.0   \n",
+      "32        Mid-Atlantic              New York      39827.0         52070.0   \n",
+      "33      South Atlantic        North Carolina       6451.0          2817.0   \n",
+      "34  West North Central          North Dakota        467.0            75.0   \n",
+      "35  East North Central                  Ohio       6929.0          3320.0   \n",
+      "36  West South Central              Oklahoma       2823.0          1048.0   \n",
+      "37             Pacific                Oregon      11139.0          3337.0   \n",
+      "38        Mid-Atlantic          Pennsylvania       8163.0          5349.0   \n",
+      "39         New England          Rhode Island        747.0           354.0   \n",
+      "40      South Atlantic        South Carolina       3082.0           851.0   \n",
+      "41  West North Central          South Dakota        836.0           323.0   \n",
+      "42  East South Central             Tennessee       6139.0          1744.0   \n",
+      "43  West South Central                 Texas      19199.0          6111.0   \n",
+      "44            Mountain                  Utah       1904.0           972.0   \n",
+      "45         New England               Vermont        780.0           511.0   \n",
+      "46      South Atlantic              Virginia       3928.0          2047.0   \n",
+      "47             Pacific            Washington      16424.0          5880.0   \n",
+      "48      South Atlantic         West Virginia       1021.0           222.0   \n",
+      "49  East North Central             Wisconsin       2740.0          2167.0   \n",
+      "50            Mountain               Wyoming        434.0           205.0   \n",
+      "\n",
+      "    state_pop     total  p_homeless  \n",
+      "0     4887681    3434.0    0.000703  \n",
+      "1      735139    2016.0    0.002742  \n",
+      "2     7158024    9865.0    0.001378  \n",
+      "3     3009733    2712.0    0.000901  \n",
+      "4    39461588  129972.0    0.003294  \n",
+      "5     5691287   10857.0    0.001908  \n",
+      "6     3571520    3976.0    0.001113  \n",
+      "7      965479    1082.0    0.001121  \n",
+      "8      701547    6904.0    0.009841  \n",
+      "9    21244317   31030.0    0.001461  \n",
+      "10   10511131    9499.0    0.000904  \n",
+      "11    1420593    6530.0    0.004597  \n",
+      "12    1750536    2012.0    0.001149  \n",
+      "13   12723071   10643.0    0.000837  \n",
+      "14    6695497    5258.0    0.000785  \n",
+      "15    3148618    2749.0    0.000873  \n",
+      "16    2911359    2216.0    0.000761  \n",
+      "17    4461153    3688.0    0.000827  \n",
+      "18    4659690    3059.0    0.000656  \n",
+      "19    1339057    2516.0    0.001879  \n",
+      "20    6035802    7144.0    0.001184  \n",
+      "21    6882635   20068.0    0.002916  \n",
+      "22    9984072    8351.0    0.000836  \n",
+      "23    5606249    7243.0    0.001292  \n",
+      "24    2981020    1352.0    0.000454  \n",
+      "25    6121623    5883.0    0.000961  \n",
+      "26    1060665    1405.0    0.001325  \n",
+      "27    1925614    2421.0    0.001257  \n",
+      "28    3027341    7544.0    0.002492  \n",
+      "29    1353465    1450.0    0.001071  \n",
+      "30    8886025    9398.0    0.001058  \n",
+      "31    2092741    2551.0    0.001219  \n",
+      "32   19530351   91897.0    0.004705  \n",
+      "33   10381615    9268.0    0.000893  \n",
+      "34     758080     542.0    0.000715  \n",
+      "35   11676341   10249.0    0.000878  \n",
+      "36    3940235    3871.0    0.000982  \n",
+      "37    4181886   14476.0    0.003462  \n",
+      "38   12800922   13512.0    0.001056  \n",
+      "39    1058287    1101.0    0.001040  \n",
+      "40    5084156    3933.0    0.000774  \n",
+      "41     878698    1159.0    0.001319  \n",
+      "42    6771631    7883.0    0.001164  \n",
+      "43   28628666   25310.0    0.000884  \n",
+      "44    3153550    2876.0    0.000912  \n",
+      "45     624358    1291.0    0.002068  \n",
+      "46    8501286    5975.0    0.000703  \n",
+      "47    7523869   22304.0    0.002964  \n",
+      "48    1804291    1243.0    0.000689  \n",
+      "49    5807406    4907.0    0.000845  \n",
+      "50     577601     639.0    0.001106  \n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Combo-attack!\n",
+    "You've seen the four most common types of data manipulation: sorting rows, subsetting columns, subsetting rows, and adding new columns. In a real-life data analysis, you can mix and match these four manipulations to answer a multitude of questions.\n",
+    "\n",
+    "In this exercise, you'll answer the question, \"Which state has the highest number of homeless individuals per 10,000 people in the state?\" Combine your new pandas skills to find out.\n",
+    "### Instructions\n",
+    "- Add a column to homelessness, indiv_per_10k, containing the number of homeless individuals per ten thousand people in each state, using state_pop for state population.\n",
+    "- Subset rows where indiv_per_10k is higher than 20, assigning to high_homelessness.\n",
+    "- Sort high_homelessness by descending indiv_per_10k, assigning to high_homelessness_srt.\n",
+    "- Select only the state and indiv_per_10k columns of high_homelessness_srt and save as result. Look at the result."
+   ],
+   "id": "fd0dc0fa08372b44"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-11T05:48:11.104607Z",
+     "start_time": "2025-08-11T05:48:11.081416Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create indiv_per_10k col as homeless individuals per 10k state pop\n",
+    "homelessness[\"indiv_per_10k\"] = 10000 * homelessness[\"individuals\"] / homelessness[\"state_pop\"]\n",
+    "\n",
+    "# Subset rows for indiv_per_10k greater than 20\n",
+    "high_homelessness = homelessness[homelessness[\"indiv_per_10k\"] > 20]\n",
+    "\n",
+    "# Sort high_homelessness by descending indiv_per_10k\n",
+    "high_homelessness_srt = high_homelessness.sort_values(\"indiv_per_10k\", ascending=False)\n",
+    "\n",
+    "# From high_homelessness_srt, select the state and indiv_per_10k cols\n",
+    "result = high_homelessness_srt[[\"state\", \"indiv_per_10k\"]]\n",
+    "\n",
+    "# See the result\n",
+    "print(result)"
+   ],
+   "id": "82e1a800c55c86ea",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                   state  indiv_per_10k\n",
+      "8   District of Columbia      53.738381\n",
+      "11                Hawaii      29.079406\n",
+      "4             California      27.623825\n",
+      "37                Oregon      26.636307\n",
+      "28                Nevada      23.314189\n",
+      "47            Washington      21.829195\n",
+      "32              New York      20.392363\n"
+     ]
+    }
+   ],
+   "execution_count": 9
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/matplotlib/data/Calculating on a pivot table.png b/matplotlib/data/Calculating on a pivot table.png
new file mode 100644
index 0000000..2d79918
Binary files /dev/null and b/matplotlib/data/Calculating on a pivot table.png differ
diff --git a/matplotlib/data/airline_bumping.csv b/matplotlib/data/airline_bumping.csv
new file mode 100644
index 0000000..cd6591f
--- /dev/null
+++ b/matplotlib/data/airline_bumping.csv
@@ -0,0 +1,6 @@
+airline,yea,nb_bumped,total_passengers
+DELTA AIR LINES,2017,679,99796155
+VIRGIN AMERICA,2017,165,6090029
+JETBLUE AIRWAYS,2017,475,27255038
+UNITED AIRLINES,2017,067,70030765
+HAWAIIAN AIRLINES,2017,92,8422734
\ No newline at end of file
diff --git a/matplotlib/data/airline_totals_sorted.csv b/matplotlib/data/airline_totals_sorted.csv
new file mode 100644
index 0000000..4e016e3
--- /dev/null
+++ b/matplotlib/data/airline_totals_sorted.csv
@@ -0,0 +1,6 @@
+airline,nb_bumped,total_passengers,bumps_per_10k
+VIRGIN AMERICA,165,6090029,0.27093467042603575
+JETBLUE AIRWAYS,475,27255038,0.1742797056456131
+HAWAIIAN AIRLINES,92,8422734,0.10922819122626928
+DELTA AIR LINES,679,99796155,0.06803869347471353
+UNITED AIRLINES,67,70030765,0.009567223776578766
diff --git a/matplotlib/data/avocados.csv b/matplotlib/data/avocados.csv
new file mode 100644
index 0000000..05df9fa
--- /dev/null
+++ b/matplotlib/data/avocados.csv
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diff --git a/matplotlib/data/avocados_2016.csv b/matplotlib/data/avocados_2016.csv
new file mode 100644
index 0000000..16761e1
--- /dev/null
+++ b/matplotlib/data/avocados_2016.csv
@@ -0,0 +1,53 @@
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diff --git a/matplotlib/data/homelessness.csv b/matplotlib/data/homelessness.csv
new file mode 100644
index 0000000..384d98c
--- /dev/null
+++ b/matplotlib/data/homelessness.csv
@@ -0,0 +1,52 @@
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diff --git a/matplotlib/data/sales.csv b/matplotlib/data/sales.csv
new file mode 100644
index 0000000..aad8578
--- /dev/null
+++ b/matplotlib/data/sales.csv
@@ -0,0 +1,10775 @@
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diff --git a/matplotlib/data/tem1.csv b/matplotlib/data/tem1.csv
new file mode 100644
index 0000000..7c48ae1
--- /dev/null
+++ b/matplotlib/data/tem1.csv
@@ -0,0 +1,16502 @@
+date,city,country,avg_temp_c
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+2002-03-01,Abidjan,Côte D'Ivoire,28.564
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+2003-03-01,Abidjan,Côte D'Ivoire,28.98
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+2003-05-01,Abidjan,Côte D'Ivoire,27.91
+2003-06-01,Abidjan,Côte D'Ivoire,25.993
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+2003-08-01,Abidjan,Côte D'Ivoire,24.88
+2003-09-01,Abidjan,Côte D'Ivoire,25.737
+2003-10-01,Abidjan,Côte D'Ivoire,26.694
+2003-11-01,Abidjan,Côte D'Ivoire,27.479
+2003-12-01,Abidjan,Côte D'Ivoire,27.092
+2004-01-01,Abidjan,Côte D'Ivoire,27.728
+2004-02-01,Abidjan,Côte D'Ivoire,28.705
+2004-03-01,Abidjan,Côte D'Ivoire,29.288
+2004-04-01,Abidjan,Côte D'Ivoire,28.152
+2004-05-01,Abidjan,Côte D'Ivoire,27.302
+2004-06-01,Abidjan,Côte D'Ivoire,25.712
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+2005-03-01,Abidjan,Côte D'Ivoire,29.246
+2005-04-01,Abidjan,Côte D'Ivoire,28.508
+2005-05-01,Abidjan,Côte D'Ivoire,27.416
+2005-06-01,Abidjan,Côte D'Ivoire,25.772
+2005-07-01,Abidjan,Côte D'Ivoire,24.997
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+2005-10-01,Abidjan,Côte D'Ivoire,26.47
+2005-11-01,Abidjan,Côte D'Ivoire,27.569
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+2006-01-01,Abidjan,Côte D'Ivoire,27.596
+2006-02-01,Abidjan,Côte D'Ivoire,28.352
+2006-03-01,Abidjan,Côte D'Ivoire,28.431
+2006-04-01,Abidjan,Côte D'Ivoire,28.708
+2006-05-01,Abidjan,Côte D'Ivoire,27.009
+2006-06-01,Abidjan,Côte D'Ivoire,26.588
+2006-07-01,Abidjan,Côte D'Ivoire,25.483
+2006-08-01,Abidjan,Côte D'Ivoire,25.114
+2006-09-01,Abidjan,Côte D'Ivoire,25.408
+2006-10-01,Abidjan,Côte D'Ivoire,26.396
+2006-11-01,Abidjan,Côte D'Ivoire,27.375
+2006-12-01,Abidjan,Côte D'Ivoire,27.397
+2007-01-01,Abidjan,Côte D'Ivoire,27.12
+2007-02-01,Abidjan,Côte D'Ivoire,28.986
+2007-03-01,Abidjan,Côte D'Ivoire,29.106
+2007-04-01,Abidjan,Côte D'Ivoire,28.334
+2007-05-01,Abidjan,Côte D'Ivoire,27.702
+2007-06-01,Abidjan,Côte D'Ivoire,26.134
+2007-07-01,Abidjan,Côte D'Ivoire,25.417
+2007-08-01,Abidjan,Côte D'Ivoire,25.004
+2007-09-01,Abidjan,Côte D'Ivoire,25.606
+2007-10-01,Abidjan,Côte D'Ivoire,26.074
+2007-11-01,Abidjan,Côte D'Ivoire,27.232
+2007-12-01,Abidjan,Côte D'Ivoire,27.367
+2008-01-01,Abidjan,Côte D'Ivoire,26.061
+2008-02-01,Abidjan,Côte D'Ivoire,28.773
+2008-03-01,Abidjan,Côte D'Ivoire,28.819
+2008-04-01,Abidjan,Côte D'Ivoire,28.156
+2008-05-01,Abidjan,Côte D'Ivoire,27.366
+2008-06-01,Abidjan,Côte D'Ivoire,26.276
+2008-07-01,Abidjan,Côte D'Ivoire,25.652
+2008-08-01,Abidjan,Côte D'Ivoire,25.219
+2008-09-01,Abidjan,Côte D'Ivoire,25.557
+2008-10-01,Abidjan,Côte D'Ivoire,26.681
+2008-11-01,Abidjan,Côte D'Ivoire,27.302
+2008-12-01,Abidjan,Côte D'Ivoire,27.472
+2009-01-01,Abidjan,Côte D'Ivoire,26.912
+2009-02-01,Abidjan,Côte D'Ivoire,28.224
+2009-03-01,Abidjan,Côte D'Ivoire,28.805
+2009-04-01,Abidjan,Côte D'Ivoire,28.001
+2009-05-01,Abidjan,Côte D'Ivoire,27.766
+2009-06-01,Abidjan,Côte D'Ivoire,26.655
+2009-07-01,Abidjan,Côte D'Ivoire,25.437
+2009-08-01,Abidjan,Côte D'Ivoire,24.945
+2009-09-01,Abidjan,Côte D'Ivoire,25.568
+2009-10-01,Abidjan,Côte D'Ivoire,26.354
+2009-11-01,Abidjan,Côte D'Ivoire,27.497
+2009-12-01,Abidjan,Côte D'Ivoire,27.62
+2010-01-01,Abidjan,Côte D'Ivoire,28.27
+2010-02-01,Abidjan,Côte D'Ivoire,29.262
+2010-03-01,Abidjan,Côte D'Ivoire,29.596
+2010-04-01,Abidjan,Côte D'Ivoire,29.068
+2010-05-01,Abidjan,Côte D'Ivoire,28.258
+2010-06-01,Abidjan,Côte D'Ivoire,26.683
+2010-07-01,Abidjan,Côte D'Ivoire,25.589
+2010-08-01,Abidjan,Côte D'Ivoire,25.4
+2010-09-01,Abidjan,Côte D'Ivoire,25.71
+2010-10-01,Abidjan,Côte D'Ivoire,26.397
+2010-11-01,Abidjan,Côte D'Ivoire,27.446
+2010-12-01,Abidjan,Côte D'Ivoire,27.666
+2011-01-01,Abidjan,Côte D'Ivoire,27.36
+2011-02-01,Abidjan,Côte D'Ivoire,28.295
+2011-03-01,Abidjan,Côte D'Ivoire,28.922
+2011-04-01,Abidjan,Côte D'Ivoire,28.754
+2011-05-01,Abidjan,Côte D'Ivoire,27.809
+2011-06-01,Abidjan,Côte D'Ivoire,26.427
+2011-07-01,Abidjan,Côte D'Ivoire,25.302
+2011-08-01,Abidjan,Côte D'Ivoire,24.824
+2011-09-01,Abidjan,Côte D'Ivoire,25.405
+2011-10-01,Abidjan,Côte D'Ivoire,26.388
+2011-11-01,Abidjan,Côte D'Ivoire,27.531
+2011-12-01,Abidjan,Côte D'Ivoire,27.194
+2012-01-01,Abidjan,Côte D'Ivoire,27.317
+2012-02-01,Abidjan,Côte D'Ivoire,27.697
+2012-03-01,Abidjan,Côte D'Ivoire,28.887
+2012-04-01,Abidjan,Côte D'Ivoire,28.025
+2012-05-01,Abidjan,Côte D'Ivoire,27.056
+2012-06-01,Abidjan,Côte D'Ivoire,26.101
+2012-07-01,Abidjan,Côte D'Ivoire,24.989
+2012-08-01,Abidjan,Côte D'Ivoire,24.657
+2012-09-01,Abidjan,Côte D'Ivoire,25.793
+2012-10-01,Abidjan,Côte D'Ivoire,26.511
+2012-11-01,Abidjan,Côte D'Ivoire,27.386
+2012-12-01,Abidjan,Côte D'Ivoire,26.777
+2013-01-01,Abidjan,Côte D'Ivoire,27.751
+2013-02-01,Abidjan,Côte D'Ivoire,29.021
+2013-03-01,Abidjan,Côte D'Ivoire,29.129
+2013-04-01,Abidjan,Côte D'Ivoire,28.626
+2013-05-01,Abidjan,Côte D'Ivoire,27.652
+2013-06-01,Abidjan,Côte D'Ivoire,26.157
+2013-07-01,Abidjan,Côte D'Ivoire,24.951
+2013-08-01,Abidjan,Côte D'Ivoire,24.541
+2013-09-01,Abidjan,Côte D'Ivoire,
+2000-01-01,Addis Abeba,Ethiopia,17.391
+2000-02-01,Addis Abeba,Ethiopia,19.183
+2000-03-01,Addis Abeba,Ethiopia,20.23
+2000-04-01,Addis Abeba,Ethiopia,20.398
+2000-05-01,Addis Abeba,Ethiopia,19.977
+2000-06-01,Addis Abeba,Ethiopia,18.254
+2000-07-01,Addis Abeba,Ethiopia,17.109
+2000-08-01,Addis Abeba,Ethiopia,16.944
+2000-09-01,Addis Abeba,Ethiopia,17.542
+2000-10-01,Addis Abeba,Ethiopia,17.113
+2000-11-01,Addis Abeba,Ethiopia,17.741
+2000-12-01,Addis Abeba,Ethiopia,17.013
+2001-01-01,Addis Abeba,Ethiopia,17.454
+2001-02-01,Addis Abeba,Ethiopia,18.864
+2001-03-01,Addis Abeba,Ethiopia,20.043
+2001-04-01,Addis Abeba,Ethiopia,20.233
+2001-05-01,Addis Abeba,Ethiopia,19.908
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+2001-07-01,Addis Abeba,Ethiopia,17.011
+2001-08-01,Addis Abeba,Ethiopia,17.152
+2001-09-01,Addis Abeba,Ethiopia,17.867
+2001-10-01,Addis Abeba,Ethiopia,18.047
+2001-11-01,Addis Abeba,Ethiopia,17.306
+2001-12-01,Addis Abeba,Ethiopia,17.694
+2002-01-01,Addis Abeba,Ethiopia,17.901
+2002-02-01,Addis Abeba,Ethiopia,19.471
+2002-03-01,Addis Abeba,Ethiopia,20.193
+2002-04-01,Addis Abeba,Ethiopia,20.097
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+2002-06-01,Addis Abeba,Ethiopia,18.084
+2002-07-01,Addis Abeba,Ethiopia,17.518
+2002-08-01,Addis Abeba,Ethiopia,17.171
+2002-09-01,Addis Abeba,Ethiopia,17.405
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+2002-12-01,Addis Abeba,Ethiopia,18.275
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+2003-03-01,Addis Abeba,Ethiopia,20.453
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+2003-06-01,Addis Abeba,Ethiopia,18.428
+2003-07-01,Addis Abeba,Ethiopia,16.861
+2003-08-01,Addis Abeba,Ethiopia,17.15
+2003-09-01,Addis Abeba,Ethiopia,17.298
+2003-10-01,Addis Abeba,Ethiopia,17.137
+2003-11-01,Addis Abeba,Ethiopia,17.431
+2003-12-01,Addis Abeba,Ethiopia,17.003
+2004-01-01,Addis Abeba,Ethiopia,18.983
+2004-02-01,Addis Abeba,Ethiopia,18.986
+2004-03-01,Addis Abeba,Ethiopia,19.813
+2004-04-01,Addis Abeba,Ethiopia,19.634
+2004-05-01,Addis Abeba,Ethiopia,20.015
+2004-06-01,Addis Abeba,Ethiopia,18.148
+2004-07-01,Addis Abeba,Ethiopia,17.109
+2004-08-01,Addis Abeba,Ethiopia,17.317
+2004-09-01,Addis Abeba,Ethiopia,17.468
+2004-10-01,Addis Abeba,Ethiopia,16.956
+2004-11-01,Addis Abeba,Ethiopia,17.235
+2004-12-01,Addis Abeba,Ethiopia,17.849
+2005-01-01,Addis Abeba,Ethiopia,17.94
+2005-02-01,Addis Abeba,Ethiopia,19.785
+2005-03-01,Addis Abeba,Ethiopia,20.685
+2005-04-01,Addis Abeba,Ethiopia,20.464
+2005-05-01,Addis Abeba,Ethiopia,19.366
+2005-06-01,Addis Abeba,Ethiopia,17.923
+2005-07-01,Addis Abeba,Ethiopia,16.991
+2005-08-01,Addis Abeba,Ethiopia,17.563
+2005-09-01,Addis Abeba,Ethiopia,17.797
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+2005-11-01,Addis Abeba,Ethiopia,16.955
+2005-12-01,Addis Abeba,Ethiopia,16.866
+2006-01-01,Addis Abeba,Ethiopia,18.526
+2006-02-01,Addis Abeba,Ethiopia,20.512
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+2006-08-01,Addis Abeba,Ethiopia,16.963
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+2006-10-01,Addis Abeba,Ethiopia,17.799
+2006-11-01,Addis Abeba,Ethiopia,17.793
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+2007-01-01,Addis Abeba,Ethiopia,18.484
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+2008-01-01,Addis Abeba,Ethiopia,18.773
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+2008-04-01,Addis Abeba,Ethiopia,19.704
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+2008-06-01,Addis Abeba,Ethiopia,17.899
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+2008-12-01,Addis Abeba,Ethiopia,16.958
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+2010-01-01,Addis Abeba,Ethiopia,18.39
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+2010-03-01,Addis Abeba,Ethiopia,20.102
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+2011-02-01,Addis Abeba,Ethiopia,19.619
+2011-03-01,Addis Abeba,Ethiopia,20.153
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+2011-05-01,Addis Abeba,Ethiopia,19.884
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+2011-10-01,Addis Abeba,Ethiopia,17.158
+2011-11-01,Addis Abeba,Ethiopia,17.869
+2011-12-01,Addis Abeba,Ethiopia,17.486
+2012-01-01,Addis Abeba,Ethiopia,16.62
+2012-02-01,Addis Abeba,Ethiopia,18.851
+2012-03-01,Addis Abeba,Ethiopia,18.337
+2012-04-01,Addis Abeba,Ethiopia,19.228
+2012-05-01,Addis Abeba,Ethiopia,19.411
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+2001-04-01,Calcutta,India,30.192
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+2001-06-01,Calcutta,India,28.899
+2001-07-01,Calcutta,India,28.989
+2001-08-01,Calcutta,India,29.773
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+2002-06-01,Calcutta,India,30.001
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+2002-08-01,Calcutta,India,29.083
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+2003-02-01,Calcutta,India,23.065
+2003-03-01,Calcutta,India,26.173
+2003-04-01,Calcutta,India,30.571
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+2003-06-01,Calcutta,India,30.086
+2003-07-01,Calcutta,India,29.425
+2003-08-01,Calcutta,India,29.629
+2003-09-01,Calcutta,India,29.223
+2003-10-01,Calcutta,India,27.536
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+2004-01-01,Calcutta,India,18.661
+2004-02-01,Calcutta,India,22.416
+2004-03-01,Calcutta,India,28.452
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+2005-01-01,Calcutta,India,19.341
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+2005-03-01,Calcutta,India,27.695
+2005-04-01,Calcutta,India,30.152
+2005-05-01,Calcutta,India,31.062
+2005-06-01,Calcutta,India,31.595
+2005-07-01,Calcutta,India,28.833
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+2006-03-01,Calcutta,India,27.602
+2006-04-01,Calcutta,India,30.323
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+2006-07-01,Calcutta,India,29.523
+2006-08-01,Calcutta,India,29.163
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+2006-11-01,Calcutta,India,24.175
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+2007-03-01,Calcutta,India,26.415
+2007-04-01,Calcutta,India,30.511
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+2007-01-01,Harare,Zimbabwe,22.23
+2007-02-01,Harare,Zimbabwe,23.014
+2007-03-01,Harare,Zimbabwe,23.318
+2007-04-01,Harare,Zimbabwe,20.515
+2007-05-01,Harare,Zimbabwe,18.549
+2007-06-01,Harare,Zimbabwe,16.451
+2007-07-01,Harare,Zimbabwe,15.317
+2007-08-01,Harare,Zimbabwe,18.463
+2007-09-01,Harare,Zimbabwe,22.774
+2007-10-01,Harare,Zimbabwe,23.278
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+2008-01-01,Harare,Zimbabwe,20.905
+2008-02-01,Harare,Zimbabwe,21.752
+2008-03-01,Harare,Zimbabwe,21.355
+2008-04-01,Harare,Zimbabwe,19.509
+2008-05-01,Harare,Zimbabwe,18.942
+2008-06-01,Harare,Zimbabwe,16.876
+2008-07-01,Harare,Zimbabwe,16.529
+2008-08-01,Harare,Zimbabwe,18.616
+2008-09-01,Harare,Zimbabwe,22.15
+2008-10-01,Harare,Zimbabwe,24.963
+2008-11-01,Harare,Zimbabwe,24.119
+2008-12-01,Harare,Zimbabwe,22.45
+2009-01-01,Harare,Zimbabwe,22.529
+2009-02-01,Harare,Zimbabwe,22.074
+2009-03-01,Harare,Zimbabwe,21.078
+2009-04-01,Harare,Zimbabwe,19.571
+2009-05-01,Harare,Zimbabwe,18.758
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+2009-08-01,Harare,Zimbabwe,17.854
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+2009-11-01,Harare,Zimbabwe,22.934
+2009-12-01,Harare,Zimbabwe,23.345
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+2010-03-01,Harare,Zimbabwe,22.412
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+2012-03-01,Harare,Zimbabwe,22.254
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+2012-05-01,Harare,Zimbabwe,18.853
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+2012-07-01,Harare,Zimbabwe,15.406
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+2012-12-01,Harare,Zimbabwe,22.679
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+2000-01-01,Harbin,China,-20.823
+2000-02-01,Harbin,China,-14.946
+2000-03-01,Harbin,China,-2.712
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+2000-05-01,Harbin,China,16.49
+2000-06-01,Harbin,China,23.22
+2000-07-01,Harbin,China,25.054
+2000-08-01,Harbin,China,23.271
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+2000-11-01,Harbin,China,-8.35
+2000-12-01,Harbin,China,-19.429
+2001-01-01,Harbin,China,-23.495
+2001-02-01,Harbin,China,-17.095
+2001-03-01,Harbin,China,-4.454
+2001-04-01,Harbin,China,8.185
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+2001-06-01,Harbin,China,22.632
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+2001-08-01,Harbin,China,22.103
+2001-09-01,Harbin,China,15.538
+2001-10-01,Harbin,China,7.555
+2001-11-01,Harbin,China,-3.395
+2001-12-01,Harbin,China,-14.965
+2002-01-01,Harbin,China,-14.766
+2002-02-01,Harbin,China,-8.607
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+2002-04-01,Harbin,China,8.187
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+2002-06-01,Harbin,China,19.955
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+2002-08-01,Harbin,China,20.735
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+2002-12-01,Harbin,China,-16.138
+2003-01-01,Harbin,China,-16.644
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+2003-12-01,Harbin,China,-13.364
+2004-01-01,Harbin,China,-16.569
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+2004-11-01,Harbin,China,-2.546
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+2008-10-01,Harbin,China,7.469
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+2002-09-01,Ho Chi Minh City,Vietnam,27.912
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+2004-04-01,Ho Chi Minh City,Vietnam,29.324
+2004-05-01,Ho Chi Minh City,Vietnam,29.082
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+2006-01-01,Ho Chi Minh City,Vietnam,26.485
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+2006-03-01,Ho Chi Minh City,Vietnam,28.073
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+2007-02-01,Ho Chi Minh City,Vietnam,26.708
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+2007-04-01,Ho Chi Minh City,Vietnam,29.24
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+2007-09-01,Ho Chi Minh City,Vietnam,28.163
+2007-10-01,Ho Chi Minh City,Vietnam,27.511
+2007-11-01,Ho Chi Minh City,Vietnam,26.737
+2007-12-01,Ho Chi Minh City,Vietnam,27.008
+2008-01-01,Ho Chi Minh City,Vietnam,26.514
+2008-02-01,Ho Chi Minh City,Vietnam,26.302
+2008-03-01,Ho Chi Minh City,Vietnam,27.335
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+2008-06-01,Ho Chi Minh City,Vietnam,28.553
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+2008-08-01,Ho Chi Minh City,Vietnam,27.969
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+2008-12-01,Ho Chi Minh City,Vietnam,26.366
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+2010-05-01,Ho Chi Minh City,Vietnam,30.702
+2010-06-01,Ho Chi Minh City,Vietnam,29.422
+2010-07-01,Ho Chi Minh City,Vietnam,28.56
+2010-08-01,Ho Chi Minh City,Vietnam,28.392
+2010-09-01,Ho Chi Minh City,Vietnam,28.428
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+2012-06-01,Ho Chi Minh City,Vietnam,29.055
+2012-07-01,Ho Chi Minh City,Vietnam,28.641
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+2012-09-01,Ho Chi Minh City,Vietnam,28.118
+2012-10-01,Ho Chi Minh City,Vietnam,27.948
+2012-11-01,Ho Chi Minh City,Vietnam,28.477
+2012-12-01,Ho Chi Minh City,Vietnam,28.123
+2013-01-01,Ho Chi Minh City,Vietnam,26.597
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+2013-03-01,Ho Chi Minh City,Vietnam,28.731
+2013-04-01,Ho Chi Minh City,Vietnam,29.36
+2013-05-01,Ho Chi Minh City,Vietnam,29.688
+2013-06-01,Ho Chi Minh City,Vietnam,28.939
+2013-07-01,Ho Chi Minh City,Vietnam,28.425
+2013-08-01,Ho Chi Minh City,Vietnam,28.314
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+2000-01-01,Hyderabad,India,23.779
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+2012-11-01,Jinan,China,6.454
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+2000-01-01,Kabul,Afghanistan,3.326
+2000-02-01,Kabul,Afghanistan,3.454
+2000-03-01,Kabul,Afghanistan,9.612
+2000-04-01,Kabul,Afghanistan,17.925
+2000-05-01,Kabul,Afghanistan,24.658
+2000-06-01,Kabul,Afghanistan,25.582
+2000-07-01,Kabul,Afghanistan,26.107
+2000-08-01,Kabul,Afghanistan,25.459
+2000-09-01,Kabul,Afghanistan,22.116
+2000-10-01,Kabul,Afghanistan,16.806
+2000-11-01,Kabul,Afghanistan,9.72
+2000-12-01,Kabul,Afghanistan,5.107
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+2001-03-01,Kabul,Afghanistan,10.807
+2001-04-01,Kabul,Afghanistan,16.587
+2001-05-01,Kabul,Afghanistan,23.782
+2001-06-01,Kabul,Afghanistan,25.905
+2001-07-01,Kabul,Afghanistan,26.065
+2001-08-01,Kabul,Afghanistan,25.149
+2001-09-01,Kabul,Afghanistan,21.178
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+2001-12-01,Kabul,Afghanistan,5.644
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+2000-01-01,Kano,Nigeria,21.789
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+2000-03-01,Kano,Nigeria,28.143
+2000-04-01,Kano,Nigeria,31.746
+2000-05-01,Kano,Nigeria,31.95
+2000-06-01,Kano,Nigeria,28.73
+2000-07-01,Kano,Nigeria,26.399
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+2000-09-01,Kano,Nigeria,26.778
+2000-10-01,Kano,Nigeria,26.785
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+2001-03-01,Kano,Nigeria,28.392
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+2001-06-01,Kano,Nigeria,28.623
+2001-07-01,Kano,Nigeria,26.21
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+2002-04-01,Kano,Nigeria,32.475
+2002-05-01,Kano,Nigeria,31.994
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+2006-07-01,Kano,Nigeria,27.798
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+2006-11-01,Kano,Nigeria,24.122
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+2007-07-01,Kano,Nigeria,26.709
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+2007-09-01,Kano,Nigeria,27.173
+2007-10-01,Kano,Nigeria,28.023
+2007-11-01,Kano,Nigeria,26.226
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+2008-03-01,Kano,Nigeria,30.163
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+2008-06-01,Kano,Nigeria,29.243
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+2009-12-01,Kano,Nigeria,23.601
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+2010-02-01,Kano,Nigeria,28.016
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+2010-06-01,Kano,Nigeria,28.998
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+2012-03-01,Kano,Nigeria,28.558
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+2013-03-01,Kano,Nigeria,30.84
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+2013-07-01,Kano,Nigeria,26.844
+2013-08-01,Kano,Nigeria,24.912
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+2000-01-01,Kanpur,India,15.152
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+2002-07-01,Kinshasa,Congo (Democratic Republic Of The),22.941
+2002-08-01,Kinshasa,Congo (Democratic Republic Of The),23.382
+2002-09-01,Kinshasa,Congo (Democratic Republic Of The),24.521
+2002-10-01,Kinshasa,Congo (Democratic Republic Of The),24.496
+2002-11-01,Kinshasa,Congo (Democratic Republic Of The),24.515
+2002-12-01,Kinshasa,Congo (Democratic Republic Of The),24.169
+2003-01-01,Kinshasa,Congo (Democratic Republic Of The),24.664
+2003-02-01,Kinshasa,Congo (Democratic Republic Of The),25.598
+2003-03-01,Kinshasa,Congo (Democratic Republic Of The),25.494
+2003-04-01,Kinshasa,Congo (Democratic Republic Of The),25.476
+2003-05-01,Kinshasa,Congo (Democratic Republic Of The),25.468
+2003-06-01,Kinshasa,Congo (Democratic Republic Of The),23.575
+2003-07-01,Kinshasa,Congo (Democratic Republic Of The),22.987
+2003-08-01,Kinshasa,Congo (Democratic Republic Of The),23.694
+2003-09-01,Kinshasa,Congo (Democratic Republic Of The),24.61
+2003-10-01,Kinshasa,Congo (Democratic Republic Of The),24.923
+2003-11-01,Kinshasa,Congo (Democratic Republic Of The),24.702
+2003-12-01,Kinshasa,Congo (Democratic Republic Of The),24.445
+2004-01-01,Kinshasa,Congo (Democratic Republic Of The),25.131
+2004-02-01,Kinshasa,Congo (Democratic Republic Of The),25.098
+2004-03-01,Kinshasa,Congo (Democratic Republic Of The),25.899
+2004-04-01,Kinshasa,Congo (Democratic Republic Of The),25.404
+2004-05-01,Kinshasa,Congo (Democratic Republic Of The),24.966
+2004-06-01,Kinshasa,Congo (Democratic Republic Of The),22.625
+2004-07-01,Kinshasa,Congo (Democratic Republic Of The),22.514
+2004-08-01,Kinshasa,Congo (Democratic Republic Of The),24.055
+2004-09-01,Kinshasa,Congo (Democratic Republic Of The),24.527
+2004-10-01,Kinshasa,Congo (Democratic Republic Of The),25.394
+2004-11-01,Kinshasa,Congo (Democratic Republic Of The),25.245
+2004-12-01,Kinshasa,Congo (Democratic Republic Of The),25.114
+2005-01-01,Kinshasa,Congo (Democratic Republic Of The),25.315
+2005-02-01,Kinshasa,Congo (Democratic Republic Of The),26.32
+2005-03-01,Kinshasa,Congo (Democratic Republic Of The),26.426
+2005-04-01,Kinshasa,Congo (Democratic Republic Of The),26.161
+2005-05-01,Kinshasa,Congo (Democratic Republic Of The),24.964
+2005-06-01,Kinshasa,Congo (Democratic Republic Of The),22.74
+2005-07-01,Kinshasa,Congo (Democratic Republic Of The),22.473
+2005-08-01,Kinshasa,Congo (Democratic Republic Of The),23.591
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+2005-10-01,Kinshasa,Congo (Democratic Republic Of The),24.604
+2005-11-01,Kinshasa,Congo (Democratic Republic Of The),24.826
+2005-12-01,Kinshasa,Congo (Democratic Republic Of The),24.492
+2006-01-01,Kinshasa,Congo (Democratic Republic Of The),24.731
+2006-02-01,Kinshasa,Congo (Democratic Republic Of The),25.537
+2006-03-01,Kinshasa,Congo (Democratic Republic Of The),25.603
+2006-04-01,Kinshasa,Congo (Democratic Republic Of The),25.574
+2006-05-01,Kinshasa,Congo (Democratic Republic Of The),24.832
+2006-06-01,Kinshasa,Congo (Democratic Republic Of The),24.448
+2006-07-01,Kinshasa,Congo (Democratic Republic Of The),23.057
+2006-08-01,Kinshasa,Congo (Democratic Republic Of The),23.354
+2006-09-01,Kinshasa,Congo (Democratic Republic Of The),24.208
+2006-10-01,Kinshasa,Congo (Democratic Republic Of The),24.705
+2006-11-01,Kinshasa,Congo (Democratic Republic Of The),24.574
+2006-12-01,Kinshasa,Congo (Democratic Republic Of The),24.423
+2007-01-01,Kinshasa,Congo (Democratic Republic Of The),25.189
+2007-02-01,Kinshasa,Congo (Democratic Republic Of The),25.238
+2007-03-01,Kinshasa,Congo (Democratic Republic Of The),26.307
+2007-04-01,Kinshasa,Congo (Democratic Republic Of The),25.916
+2007-05-01,Kinshasa,Congo (Democratic Republic Of The),25.775
+2007-06-01,Kinshasa,Congo (Democratic Republic Of The),22.95
+2007-07-01,Kinshasa,Congo (Democratic Republic Of The),22.636
+2007-08-01,Kinshasa,Congo (Democratic Republic Of The),23.334
+2007-09-01,Kinshasa,Congo (Democratic Republic Of The),24.504
+2007-10-01,Kinshasa,Congo (Democratic Republic Of The),24.553
+2007-11-01,Kinshasa,Congo (Democratic Republic Of The),24.247
+2007-12-01,Kinshasa,Congo (Democratic Republic Of The),24.197
+2008-01-01,Kinshasa,Congo (Democratic Republic Of The),24.657
+2008-02-01,Kinshasa,Congo (Democratic Republic Of The),24.873
+2008-03-01,Kinshasa,Congo (Democratic Republic Of The),25.212
+2008-04-01,Kinshasa,Congo (Democratic Republic Of The),25.426
+2008-05-01,Kinshasa,Congo (Democratic Republic Of The),25.258
+2008-06-01,Kinshasa,Congo (Democratic Republic Of The),22.793
+2008-07-01,Kinshasa,Congo (Democratic Republic Of The),22.427
+2008-08-01,Kinshasa,Congo (Democratic Republic Of The),23.751
+2008-09-01,Kinshasa,Congo (Democratic Republic Of The),24.993
+2008-10-01,Kinshasa,Congo (Democratic Republic Of The),24.978
+2008-11-01,Kinshasa,Congo (Democratic Republic Of The),25.075
+2008-12-01,Kinshasa,Congo (Democratic Republic Of The),24.748
+2009-01-01,Kinshasa,Congo (Democratic Republic Of The),24.6
+2009-02-01,Kinshasa,Congo (Democratic Republic Of The),25.036
+2009-03-01,Kinshasa,Congo (Democratic Republic Of The),25.612
+2009-04-01,Kinshasa,Congo (Democratic Republic Of The),25.355
+2009-05-01,Kinshasa,Congo (Democratic Republic Of The),25.662
+2009-06-01,Kinshasa,Congo (Democratic Republic Of The),23.792
+2009-07-01,Kinshasa,Congo (Democratic Republic Of The),22.467
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+2009-09-01,Kinshasa,Congo (Democratic Republic Of The),24.875
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+2010-01-01,Kinshasa,Congo (Democratic Republic Of The),25.605
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+2010-04-01,Kinshasa,Congo (Democratic Republic Of The),26.027
+2010-05-01,Kinshasa,Congo (Democratic Republic Of The),25.985
+2010-06-01,Kinshasa,Congo (Democratic Republic Of The),23.72
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+2010-09-01,Kinshasa,Congo (Democratic Republic Of The),24.718
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+2010-11-01,Kinshasa,Congo (Democratic Republic Of The),24.565
+2010-12-01,Kinshasa,Congo (Democratic Republic Of The),24.08
+2011-01-01,Kinshasa,Congo (Democratic Republic Of The),24.142
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+2011-04-01,Kinshasa,Congo (Democratic Republic Of The),24.959
+2011-05-01,Kinshasa,Congo (Democratic Republic Of The),24.934
+2011-06-01,Kinshasa,Congo (Democratic Republic Of The),23.225
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+2011-09-01,Kinshasa,Congo (Democratic Republic Of The),24.335
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+2011-11-01,Kinshasa,Congo (Democratic Republic Of The),24.236
+2011-12-01,Kinshasa,Congo (Democratic Republic Of The),24.237
+2012-01-01,Kinshasa,Congo (Democratic Republic Of The),24.71
+2012-02-01,Kinshasa,Congo (Democratic Republic Of The),24.413
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+2012-04-01,Kinshasa,Congo (Democratic Republic Of The),24.942
+2012-05-01,Kinshasa,Congo (Democratic Republic Of The),24.955
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+2013-01-01,Kinshasa,Congo (Democratic Republic Of The),25.076
+2013-02-01,Kinshasa,Congo (Democratic Republic Of The),25.605
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+2007-06-01,London,United Kingdom,15.589
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+2002-06-01,Luanda,Angola,22.474
+2002-07-01,Luanda,Angola,23.028
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+2007-07-01,Luanda,Angola,20.823
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+2008-01-01,Luanda,Angola,24.808
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+2008-10-01,Luanda,Angola,24.897
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+2011-11-01,Luanda,Angola,25.485
+2011-12-01,Luanda,Angola,25.046
+2012-01-01,Luanda,Angola,24.607
+2012-02-01,Luanda,Angola,24.652
+2012-03-01,Luanda,Angola,26.778
+2012-04-01,Luanda,Angola,25.938
+2012-05-01,Luanda,Angola,24.910
+2012-06-01,Luanda,Angola,22.528
+2012-07-01,Luanda,Angola,20.808
+2012-08-01,Luanda,Angola,21.364
+2012-09-01,Luanda,Angola,23.142
+2012-10-01,Luanda,Angola,24.659
+2012-11-01,Luanda,Angola,25.976
+2012-12-01,Luanda,Angola,25.519
+2013-01-01,Luanda,Angola,26.331
+2013-02-01,Luanda,Angola,26.944
+2013-03-01,Luanda,Angola,26.945
+2013-04-01,Luanda,Angola,26.233
+2013-05-01,Luanda,Angola,25.278
+2013-06-01,Luanda,Angola,22.864
+2013-07-01,Luanda,Angola,20.706
+2013-08-01,Luanda,Angola,21.130
+2013-09-01,Luanda,Angola,NaN
+2000-01-01,Madras,India,25.143
+2000-02-01,Madras,India,26.705
+2000-03-01,Madras,India,28.267
+2000-04-01,Madras,India,31.341
+2000-05-01,Madras,India,33.117
+2000-06-01,Madras,India,31.455
+2000-07-01,Madras,India,30.483
+2000-08-01,Madras,India,29.683
+2000-09-01,Madras,India,30.007
+2000-10-01,Madras,India,28.408
+2000-11-01,Madras,India,26.702
+2000-12-01,Madras,India,24.429
+2001-01-01,Madras,India,25.037
+2001-02-01,Madras,India,26.821
+2001-03-01,Madras,India,29.147
+2001-04-01,Madras,India,30.139
+2001-05-01,Madras,India,33.871
+2001-06-01,Madras,India,32.387
+2001-07-01,Madras,India,31.910
+2001-08-01,Madras,India,30.603
+2001-09-01,Madras,India,30.375
+2001-10-01,Madras,India,28.108
+2001-11-01,Madras,India,26.891
+2001-12-01,Madras,India,24.666
+2002-01-01,Madras,India,25.191
+2002-02-01,Madras,India,26.126
+2002-03-01,Madras,India,28.854
+2002-04-01,Madras,India,31.185
+2002-05-01,Madras,India,33.687
+2002-06-01,Madras,India,32.298
+2002-07-01,Madras,India,32.451
+2002-08-01,Madras,India,30.647
+2002-09-01,Madras,India,30.902
+2002-10-01,Madras,India,28.685
+2002-11-01,Madras,India,26.138
+2002-12-01,Madras,India,24.794
+2003-01-01,Madras,India,24.933
+2003-02-01,Madras,India,27.134
+2003-03-01,Madras,India,28.745
+2003-04-01,Madras,India,31.064
+2003-05-01,Madras,India,33.902
+2003-06-01,Madras,India,33.735
+2003-07-01,Madras,India,30.541
+2003-08-01,Madras,India,30.241
+2003-09-01,Madras,India,30.661
+2003-10-01,Madras,India,28.717
+2003-11-01,Madras,India,26.729
+2003-12-01,Madras,India,24.875
+2004-01-01,Madras,India,24.844
+2004-02-01,Madras,India,26.065
+2004-03-01,Madras,India,28.860
+2004-04-01,Madras,India,31.495
+2004-05-01,Madras,India,31.249
+2004-06-01,Madras,India,32.009
+2004-07-01,Madras,India,30.982
+2004-08-01,Madras,India,31.612
+2004-09-01,Madras,India,29.499
+2004-10-01,Madras,India,27.989
+2004-11-01,Madras,India,26.215
+2004-12-01,Madras,India,24.912
+2005-01-01,Madras,India,25.637
+2005-02-01,Madras,India,26.828
+2005-03-01,Madras,India,29.140
+2005-04-01,Madras,India,30.463
+2005-05-01,Madras,India,32.924
+2005-06-01,Madras,India,33.331
+2005-07-01,Madras,India,31.356
+2005-08-01,Madras,India,31.005
+2005-09-01,Madras,India,30.067
+2005-10-01,Madras,India,28.092
+2005-11-01,Madras,India,25.607
+2005-12-01,Madras,India,24.743
+2006-01-01,Madras,India,24.920
+2006-02-01,Madras,India,26.069
+2006-03-01,Madras,India,28.727
+2006-04-01,Madras,India,31.042
+2006-05-01,Madras,India,32.618
+2006-06-01,Madras,India,32.170
+2006-07-01,Madras,India,31.819
+2006-08-01,Madras,India,30.915
+2006-09-01,Madras,India,30.080
+2006-10-01,Madras,India,28.643
+2006-11-01,Madras,India,26.579
+2006-12-01,Madras,India,25.297
+2007-01-01,Madras,India,25.223
+2007-02-01,Madras,India,26.388
+2007-03-01,Madras,India,28.594
+2007-04-01,Madras,India,30.666
+2007-05-01,Madras,India,34.034
+2007-06-01,Madras,India,31.589
+2007-07-01,Madras,India,31.189
+2007-08-01,Madras,India,30.033
+2007-09-01,Madras,India,29.697
+2007-10-01,Madras,India,28.558
+2007-11-01,Madras,India,26.407
+2007-12-01,Madras,India,25.264
+2008-01-01,Madras,India,25.055
+2008-02-01,Madras,India,26.697
+2008-03-01,Madras,India,27.777
+2008-04-01,Madras,India,30.534
+2008-05-01,Madras,India,33.890
+2008-06-01,Madras,India,32.370
+2008-07-01,Madras,India,31.360
+2008-08-01,Madras,India,30.080
+2008-09-01,Madras,India,30.040
+2008-10-01,Madras,India,28.330
+2008-11-01,Madras,India,26.724
+2008-12-01,Madras,India,25.432
+2009-01-01,Madras,India,25.031
+2009-02-01,Madras,India,26.988
+2009-03-01,Madras,India,28.629
+2009-04-01,Madras,India,31.171
+2009-05-01,Madras,India,32.949
+2009-06-01,Madras,India,33.259
+2009-07-01,Madras,India,32.047
+2009-08-01,Madras,India,31.082
+2009-09-01,Madras,India,30.435
+2009-10-01,Madras,India,29.400
+2009-11-01,Madras,India,26.885
+2009-12-01,Madras,India,25.133
+2010-01-01,Madras,India,25.354
+2010-02-01,Madras,India,26.685
+2010-03-01,Madras,India,29.405
+2010-04-01,Madras,India,32.079
+2010-05-01,Madras,India,32.831
+2010-06-01,Madras,India,31.907
+2010-07-01,Madras,India,30.188
+2010-08-01,Madras,India,30.081
+2010-09-01,Madras,India,29.561
+2010-10-01,Madras,India,28.856
+2010-11-01,Madras,India,26.932
+2010-12-01,Madras,India,24.689
+2011-01-01,Madras,India,24.911
+2011-02-01,Madras,India,26.006
+2011-03-01,Madras,India,28.311
+2011-04-01,Madras,India,30.102
+2011-05-01,Madras,India,33.100
+2011-06-01,Madras,India,32.988
+2011-07-01,Madras,India,31.358
+2011-08-01,Madras,India,30.413
+2011-09-01,Madras,India,30.549
+2011-10-01,Madras,India,29.015
+2011-11-01,Madras,India,26.589
+2011-12-01,Madras,India,25.416
+2012-01-01,Madras,India,25.134
+2012-02-01,Madras,India,26.791
+2012-03-01,Madras,India,29.476
+2012-04-01,Madras,India,31.341
+2012-05-01,Madras,India,34.135
+2012-06-01,Madras,India,34.249
+2012-07-01,Madras,India,31.838
+2012-08-01,Madras,India,31.077
+2012-09-01,Madras,India,30.853
+2012-10-01,Madras,India,28.772
+2012-11-01,Madras,India,27.453
+2012-12-01,Madras,India,26.222
+2013-01-01,Madras,India,26.141
+2013-02-01,Madras,India,27.093
+2013-03-01,Madras,India,29.070
+2013-04-01,Madras,India,32.124
+2013-05-01,Madras,India,34.587
+2013-06-01,Madras,India,32.996
+2013-07-01,Madras,India,30.770
+2013-08-01,Madras,India,30.513
+2013-09-01,Madras,India,NaN
+2000-01-01,Madrid,Spain,1.912
+2000-02-01,Madrid,Spain,7.819
+2000-03-01,Madrid,Spain,8.654
+2000-04-01,Madrid,Spain,8.156
+2000-05-01,Madrid,Spain,15.003
+2000-06-01,Madrid,Spain,19.763
+2000-07-01,Madrid,Spain,20.760
+2000-08-01,Madrid,Spain,21.367
+2000-09-01,Madrid,Spain,18.249
+2000-10-01,Madrid,Spain,11.907
+2000-11-01,Madrid,Spain,6.630
+2000-12-01,Madrid,Spain,6.216
+2001-01-01,Madrid,Spain,5.441
+2001-02-01,Madrid,Spain,5.755
+2001-03-01,Madrid,Spain,10.060
+2001-04-01,Madrid,Spain,10.074
+2001-05-01,Madrid,Spain,14.170
+2001-06-01,Madrid,Spain,20.379
+2001-07-01,Madrid,Spain,21.010
+2001-08-01,Madrid,Spain,22.620
+2001-09-01,Madrid,Spain,17.434
+2001-10-01,Madrid,Spain,13.859
+2001-11-01,Madrid,Spain,5.409
+2001-12-01,Madrid,Spain,1.746
+2002-01-01,Madrid,Spain,5.265
+2002-02-01,Madrid,Spain,6.350
+2002-03-01,Madrid,Spain,8.581
+2002-04-01,Madrid,Spain,10.432
+2002-05-01,Madrid,Spain,12.783
+2002-06-01,Madrid,Spain,20.186
+2002-07-01,Madrid,Spain,21.523
+2002-08-01,Madrid,Spain,20.655
+2002-09-01,Madrid,Spain,17.008
+2002-10-01,Madrid,Spain,12.711
+2002-11-01,Madrid,Spain,8.125
+2002-12-01,Madrid,Spain,6.571
+2003-01-01,Madrid,Spain,3.564
+2003-02-01,Madrid,Spain,3.927
+2003-03-01,Madrid,Spain,9.624
+2003-04-01,Madrid,Spain,10.377
+2003-05-01,Madrid,Spain,15.100
+2003-06-01,Madrid,Spain,22.305
+2003-07-01,Madrid,Spain,22.528
+2003-08-01,Madrid,Spain,24.524
+2003-09-01,Madrid,Spain,18.952
+2003-10-01,Madrid,Spain,11.325
+2003-11-01,Madrid,Spain,8.229
+2003-12-01,Madrid,Spain,4.634
+2004-01-01,Madrid,Spain,5.265
+2004-02-01,Madrid,Spain,5.253
+2004-03-01,Madrid,Spain,6.593
+2004-04-01,Madrid,Spain,8.991
+2004-05-01,Madrid,Spain,12.617
+2004-06-01,Madrid,Spain,21.125
+2004-07-01,Madrid,Spain,22.177
+2004-08-01,Madrid,Spain,21.352
+2004-09-01,Madrid,Spain,19.140
+2004-10-01,Madrid,Spain,13.078
+2004-11-01,Madrid,Spain,6.235
+2004-12-01,Madrid,Spain,4.243
+2005-01-01,Madrid,Spain,2.646
+2005-02-01,Madrid,Spain,2.125
+2005-03-01,Madrid,Spain,7.878
+2005-04-01,Madrid,Spain,10.763
+2005-05-01,Madrid,Spain,15.782
+2005-06-01,Madrid,Spain,21.884
+2005-07-01,Madrid,Spain,22.923
+2005-08-01,Madrid,Spain,22.415
+2005-09-01,Madrid,Spain,17.637
+2005-10-01,Madrid,Spain,13.101
+2005-11-01,Madrid,Spain,6.315
+2005-12-01,Madrid,Spain,3.683
+2006-01-01,Madrid,Spain,2.656
+2006-02-01,Madrid,Spain,3.800
+2006-03-01,Madrid,Spain,8.566
+2006-04-01,Madrid,Spain,11.388
+2006-05-01,Madrid,Spain,16.416
+2006-06-01,Madrid,Spain,20.639
+2006-07-01,Madrid,Spain,24.298
+2006-08-01,Madrid,Spain,21.052
+2006-09-01,Madrid,Spain,19.334
+2006-10-01,Madrid,Spain,14.448
+2006-11-01,Madrid,Spain,10.054
+2006-12-01,Madrid,Spain,4.032
+2007-01-01,Madrid,Spain,4.315
+2007-02-01,Madrid,Spain,6.868
+2007-03-01,Madrid,Spain,7.149
+2007-04-01,Madrid,Spain,10.558
+2007-05-01,Madrid,Spain,13.661
+2007-06-01,Madrid,Spain,17.417
+2007-07-01,Madrid,Spain,21.366
+2007-08-01,Madrid,Spain,20.619
+2007-09-01,Madrid,Spain,18.215
+2007-10-01,Madrid,Spain,12.238
+2007-11-01,Madrid,Spain,6.443
+2007-12-01,Madrid,Spain,3.816
+2008-01-01,Madrid,Spain,5.708
+2008-02-01,Madrid,Spain,7.133
+2008-03-01,Madrid,Spain,7.585
+2008-04-01,Madrid,Spain,10.576
+2008-05-01,Madrid,Spain,12.996
+2008-06-01,Madrid,Spain,18.154
+2008-07-01,Madrid,Spain,21.296
+2008-08-01,Madrid,Spain,21.843
+2008-09-01,Madrid,Spain,16.876
+2008-10-01,Madrid,Spain,11.633
+2008-11-01,Madrid,Spain,5.491
+2008-12-01,Madrid,Spain,3.709
+2009-01-01,Madrid,Spain,3.005
+2009-02-01,Madrid,Spain,5.230
+2009-03-01,Madrid,Spain,9.026
+2009-04-01,Madrid,Spain,9.180
+2009-05-01,Madrid,Spain,15.945
+2009-06-01,Madrid,Spain,20.272
+2009-07-01,Madrid,Spain,22.570
+2009-08-01,Madrid,Spain,23.710
+2009-09-01,Madrid,Spain,18.501
+2009-10-01,Madrid,Spain,14.611
+2009-11-01,Madrid,Spain,9.194
+2009-12-01,Madrid,Spain,4.264
+2010-01-01,Madrid,Spain,3.443
+2010-02-01,Madrid,Spain,4.061
+2010-03-01,Madrid,Spain,6.672
+2010-04-01,Madrid,Spain,11.455
+2010-05-01,Madrid,Spain,12.979
+2010-06-01,Madrid,Spain,18.203
+2010-07-01,Madrid,Spain,23.974
+2010-08-01,Madrid,Spain,22.934
+2010-09-01,Madrid,Spain,18.323
+2010-10-01,Madrid,Spain,11.684
+2010-11-01,Madrid,Spain,6.327
+2010-12-01,Madrid,Spain,4.022
+2011-01-01,Madrid,Spain,4.232
+2011-02-01,Madrid,Spain,5.804
+2011-03-01,Madrid,Spain,7.579
+2011-04-01,Madrid,Spain,13.499
+2011-05-01,Madrid,Spain,16.440
+2011-06-01,Madrid,Spain,19.625
+2011-07-01,Madrid,Spain,21.490
+2011-08-01,Madrid,Spain,22.852
+2011-09-01,Madrid,Spain,19.865
+2011-10-01,Madrid,Spain,14.487
+2011-11-01,Madrid,Spain,8.841
+2011-12-01,Madrid,Spain,4.604
+2012-01-01,Madrid,Spain,3.753
+2012-02-01,Madrid,Spain,2.947
+2012-03-01,Madrid,Spain,8.808
+2012-04-01,Madrid,Spain,8.126
+2012-05-01,Madrid,Spain,15.943
+2012-06-01,Madrid,Spain,20.234
+2012-07-01,Madrid,Spain,21.831
+2012-08-01,Madrid,Spain,23.021
+2012-09-01,Madrid,Spain,18.204
+2012-10-01,Madrid,Spain,12.509
+2012-11-01,Madrid,Spain,7.610
+2012-12-01,Madrid,Spain,4.972
+2013-01-01,Madrid,Spain,4.691
+2013-02-01,Madrid,Spain,4.403
+2013-03-01,Madrid,Spain,7.504
+2013-04-01,Madrid,Spain,9.483
+2013-05-01,Madrid,Spain,11.629
+2013-06-01,Madrid,Spain,17.565
+2013-07-01,Madrid,Spain,23.605
+2013-08-01,Madrid,Spain,22.599
+2013-09-01,Madrid,Spain,NaN
+2000-01-01,Manila,Philippines,25.700
+2000-02-01,Manila,Philippines,26.418
+2000-03-01,Manila,Philippines,27.850
+2000-04-01,Manila,Philippines,29.202
+2000-05-01,Manila,Philippines,28.202
+2000-06-01,Manila,Philippines,27.874
+2000-07-01,Manila,Philippines,26.052
+2000-08-01,Manila,Philippines,26.911
+2000-09-01,Manila,Philippines,26.642
+2000-10-01,Manila,Philippines,26.834
+2000-11-01,Manila,Philippines,26.620
+2000-12-01,Manila,Philippines,25.943
+2001-01-01,Manila,Philippines,26.018
+2001-02-01,Manila,Philippines,26.757
+2001-03-01,Manila,Philippines,27.960
+2001-04-01,Manila,Philippines,29.359
+2001-05-01,Manila,Philippines,28.673
+2001-06-01,Manila,Philippines,27.665
+2001-07-01,Manila,Philippines,26.787
+2001-08-01,Manila,Philippines,26.811
+2001-09-01,Manila,Philippines,27.039
+2001-10-01,Manila,Philippines,27.199
+2001-11-01,Manila,Philippines,26.399
+2001-12-01,Manila,Philippines,25.388
+2002-01-01,Manila,Philippines,25.168
+2002-02-01,Manila,Philippines,25.829
+2002-03-01,Manila,Philippines,27.615
+2002-04-01,Manila,Philippines,29.023
+2002-05-01,Manila,Philippines,28.898
+2002-06-01,Manila,Philippines,28.392
+2002-07-01,Manila,Philippines,26.425
+2002-08-01,Manila,Philippines,27.046
+2002-09-01,Manila,Philippines,26.797
+2002-10-01,Manila,Philippines,27.123
+2002-11-01,Manila,Philippines,26.643
+2002-12-01,Manila,Philippines,26.278
+2003-01-01,Manila,Philippines,24.998
+2003-02-01,Manila,Philippines,26.138
+2003-03-01,Manila,Philippines,27.533
+2003-04-01,Manila,Philippines,29.720
+2003-05-01,Manila,Philippines,29.031
+2003-06-01,Manila,Philippines,27.482
+2003-07-01,Manila,Philippines,27.673
+2003-08-01,Manila,Philippines,26.745
+2003-09-01,Manila,Philippines,26.752
+2003-10-01,Manila,Philippines,27.033
+2003-11-01,Manila,Philippines,26.884
+2003-12-01,Manila,Philippines,24.889
+2004-01-01,Manila,Philippines,25.502
+2004-02-01,Manila,Philippines,26.442
+2004-03-01,Manila,Philippines,28.058
+2004-04-01,Manila,Philippines,29.427
+2004-05-01,Manila,Philippines,28.971
+2004-06-01,Manila,Philippines,27.166
+2004-07-01,Manila,Philippines,27.237
+2004-08-01,Manila,Philippines,26.871
+2004-09-01,Manila,Philippines,27.399
+2004-10-01,Manila,Philippines,26.419
+2004-11-01,Manila,Philippines,26.375
+2004-12-01,Manila,Philippines,25.264
+2005-01-01,Manila,Philippines,24.929
+2005-02-01,Manila,Philippines,26.327
+2005-03-01,Manila,Philippines,27.662
+2005-04-01,Manila,Philippines,28.784
+2005-05-01,Manila,Philippines,29.715
+2005-06-01,Manila,Philippines,28.000
+2005-07-01,Manila,Philippines,27.413
+2005-08-01,Manila,Philippines,26.957
+2005-09-01,Manila,Philippines,26.716
+2005-10-01,Manila,Philippines,26.825
+2005-11-01,Manila,Philippines,26.827
+2005-12-01,Manila,Philippines,25.290
+2006-01-01,Manila,Philippines,25.731
+2006-02-01,Manila,Philippines,26.552
+2006-03-01,Manila,Philippines,27.993
+2006-04-01,Manila,Philippines,29.395
+2006-05-01,Manila,Philippines,29.103
+2006-06-01,Manila,Philippines,28.255
+2006-07-01,Manila,Philippines,26.558
+2006-08-01,Manila,Philippines,26.527
+2006-09-01,Manila,Philippines,27.114
+2006-10-01,Manila,Philippines,26.665
+2006-11-01,Manila,Philippines,26.879
+2006-12-01,Manila,Philippines,25.999
+2007-01-01,Manila,Philippines,25.764
+2007-02-01,Manila,Philippines,26.469
+2007-03-01,Manila,Philippines,28.000
+2007-04-01,Manila,Philippines,29.303
+2007-05-01,Manila,Philippines,28.829
+2007-06-01,Manila,Philippines,28.578
+2007-07-01,Manila,Philippines,27.901
+2007-08-01,Manila,Philippines,26.748
+2007-09-01,Manila,Philippines,26.980
+2007-10-01,Manila,Philippines,26.591
+2007-11-01,Manila,Philippines,25.749
+2007-12-01,Manila,Philippines,25.563
+2008-01-01,Manila,Philippines,25.621
+2008-02-01,Manila,Philippines,25.903
+2008-03-01,Manila,Philippines,27.566
+2008-04-01,Manila,Philippines,28.954
+2008-05-01,Manila,Philippines,27.833
+2008-06-01,Manila,Philippines,27.947
+2008-07-01,Manila,Philippines,26.979
+2008-08-01,Manila,Philippines,26.586
+2008-09-01,Manila,Philippines,26.994
+2008-10-01,Manila,Philippines,27.081
+2008-11-01,Manila,Philippines,26.409
+2008-12-01,Manila,Philippines,25.378
+2009-01-01,Manila,Philippines,24.824
+2009-02-01,Manila,Philippines,26.897
+2009-03-01,Manila,Philippines,28.547
+2009-04-01,Manila,Philippines,28.509
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+2009-07-01,Manila,Philippines,26.931
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+2010-02-01,Manila,Philippines,26.835
+2010-03-01,Manila,Philippines,28.226
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+2010-08-01,Manila,Philippines,27.101
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+2000-01-01,Melbourne,Australia,18.527
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+2003-06-01,Melbourne,Australia,9.864
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+2005-03-01,Melbourne,Australia,16.581
+2005-04-01,Melbourne,Australia,16.546
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+2005-10-01,Melbourne,Australia,13.911
+2005-11-01,Melbourne,Australia,16.906
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+2006-01-01,Melbourne,Australia,21.110
+2006-02-01,Melbourne,Australia,18.940
+2006-03-01,Melbourne,Australia,18.959
+2006-04-01,Melbourne,Australia,12.664
+2006-05-01,Melbourne,Australia,10.436
+2006-06-01,Melbourne,Australia,8.023
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+2006-09-01,Melbourne,Australia,12.053
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+2007-01-01,Melbourne,Australia,20.740
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+2007-03-01,Melbourne,Australia,18.534
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+2007-11-01,Melbourne,Australia,17.538
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+2008-01-01,Melbourne,Australia,21.028
+2008-02-01,Melbourne,Australia,18.456
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+2008-05-01,Melbourne,Australia,11.269
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+2008-09-01,Melbourne,Australia,11.729
+2008-10-01,Melbourne,Australia,14.236
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+2009-01-01,Melbourne,Australia,20.467
+2009-02-01,Melbourne,Australia,20.577
+2009-03-01,Melbourne,Australia,17.678
+2009-04-01,Melbourne,Australia,13.980
+2009-05-01,Melbourne,Australia,11.755
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+2009-10-01,Melbourne,Australia,12.840
+2009-11-01,Melbourne,Australia,19.409
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+2010-02-01,Melbourne,Australia,21.407
+2010-03-01,Melbourne,Australia,18.847
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+2010-05-01,Melbourne,Australia,11.740
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+2010-12-01,Melbourne,Australia,17.290
+2011-01-01,Melbourne,Australia,19.989
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+2011-04-01,Melbourne,Australia,14.076
+2011-05-01,Melbourne,Australia,10.603
+2011-06-01,Melbourne,Australia,9.511
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+2011-08-01,Melbourne,Australia,10.592
+2011-09-01,Melbourne,Australia,11.998
+2011-10-01,Melbourne,Australia,13.849
+2011-11-01,Melbourne,Australia,17.179
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+2012-01-01,Melbourne,Australia,20.517
+2012-02-01,Melbourne,Australia,20.223
+2012-03-01,Melbourne,Australia,17.004
+2012-04-01,Melbourne,Australia,14.807
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+2012-06-01,Melbourne,Australia,9.017
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+2012-11-01,Melbourne,Australia,16.707
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+2013-06-01,Melbourne,Australia,9.365
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+2013-08-01,Melbourne,Australia,10.441
+2013-09-01,Melbourne,Australia,NaN
+2000-01-01,Mexico,Mexico,12.694
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+2006-08-01,Mexico,Mexico,17.677
+2006-09-01,Mexico,Mexico,17.750
+2006-10-01,Mexico,Mexico,16.679
+2006-11-01,Mexico,Mexico,13.979
+2006-12-01,Mexico,Mexico,12.637
+2007-01-01,Mexico,Mexico,13.215
+2007-02-01,Mexico,Mexico,14.458
+2007-03-01,Mexico,Mexico,16.523
+2007-04-01,Mexico,Mexico,17.862
+2007-05-01,Mexico,Mexico,18.935
+2007-06-01,Mexico,Mexico,18.953
+2007-07-01,Mexico,Mexico,18.197
+2007-08-01,Mexico,Mexico,17.834
+2007-09-01,Mexico,Mexico,17.007
+2007-10-01,Mexico,Mexico,15.226
+2007-11-01,Mexico,Mexico,14.064
+2007-12-01,Mexico,Mexico,14.263
+2008-01-01,Mexico,Mexico,12.936
+2008-02-01,Mexico,Mexico,15.246
+2008-03-01,Mexico,Mexico,16.506
+2008-04-01,Mexico,Mexico,18.459
+2008-05-01,Mexico,Mexico,19.545
+2008-06-01,Mexico,Mexico,17.920
+2008-07-01,Mexico,Mexico,17.441
+2008-08-01,Mexico,Mexico,18.124
+2008-09-01,Mexico,Mexico,16.827
+2008-10-01,Mexico,Mexico,15.216
+2008-11-01,Mexico,Mexico,13.473
+2008-12-01,Mexico,Mexico,12.940
+2009-01-01,Mexico,Mexico,13.316
+2009-02-01,Mexico,Mexico,14.621
+2009-03-01,Mexico,Mexico,16.610
+2009-04-01,Mexico,Mexico,18.804
+2009-05-01,Mexico,Mexico,19.157
+2009-06-01,Mexico,Mexico,19.120
+2009-07-01,Mexico,Mexico,18.769
+2009-08-01,Mexico,Mexico,18.514
+2009-09-01,Mexico,Mexico,17.405
+2009-10-01,Mexico,Mexico,17.067
+2009-11-01,Mexico,Mexico,13.589
+2009-12-01,Mexico,Mexico,12.872
+2010-01-01,Mexico,Mexico,11.607
+2010-02-01,Mexico,Mexico,12.390
+2010-03-01,Mexico,Mexico,16.091
+2010-04-01,Mexico,Mexico,17.656
+2010-05-01,Mexico,Mexico,20.140
+2010-06-01,Mexico,Mexico,19.589
+2010-07-01,Mexico,Mexico,17.668
+2010-08-01,Mexico,Mexico,17.996
+2010-09-01,Mexico,Mexico,17.083
+2010-10-01,Mexico,Mexico,15.228
+2010-11-01,Mexico,Mexico,13.654
+2010-12-01,Mexico,Mexico,11.375
+2011-01-01,Mexico,Mexico,13.116
+2011-02-01,Mexico,Mexico,14.557
+2011-03-01,Mexico,Mexico,16.922
+2011-04-01,Mexico,Mexico,19.398
+2011-05-01,Mexico,Mexico,20.561
+2011-06-01,Mexico,Mexico,18.901
+2011-07-01,Mexico,Mexico,17.446
+2011-08-01,Mexico,Mexico,18.308
+2011-09-01,Mexico,Mexico,17.301
+2011-10-01,Mexico,Mexico,15.218
+2011-11-01,Mexico,Mexico,14.675
+2011-12-01,Mexico,Mexico,13.267
+2012-01-01,Mexico,Mexico,12.901
+2012-02-01,Mexico,Mexico,14.096
+2012-03-01,Mexico,Mexico,16.609
+2012-04-01,Mexico,Mexico,17.960
+2012-05-01,Mexico,Mexico,19.717
+2012-06-01,Mexico,Mexico,18.923
+2012-07-01,Mexico,Mexico,17.525
+2012-08-01,Mexico,Mexico,17.764
+2012-09-01,Mexico,Mexico,17.374
+2012-10-01,Mexico,Mexico,16.844
+2012-11-01,Mexico,Mexico,14.009
+2012-12-01,Mexico,Mexico,13.396
+2013-01-01,Mexico,Mexico,13.077
+2013-02-01,Mexico,Mexico,15.979
+2013-03-01,Mexico,Mexico,15.650
+2013-04-01,Mexico,Mexico,19.011
+2013-05-01,Mexico,Mexico,19.155
+2013-06-01,Mexico,Mexico,18.924
+2013-07-01,Mexico,Mexico,18.091
+2013-08-01,Mexico,Mexico,17.882
+2013-09-01,Mexico,Mexico,18.313
+2000-01-01,Mogadishu,Somalia,26.680
+2000-02-01,Mogadishu,Somalia,27.915
+2000-03-01,Mogadishu,Somalia,29.415
+2000-04-01,Mogadishu,Somalia,29.690
+2000-05-01,Mogadishu,Somalia,28.899
+2000-06-01,Mogadishu,Somalia,27.288
+2000-07-01,Mogadishu,Somalia,25.879
+2000-08-01,Mogadishu,Somalia,26.223
+2000-09-01,Mogadishu,Somalia,26.872
+2000-10-01,Mogadishu,Somalia,27.796
+2000-11-01,Mogadishu,Somalia,28.855
+2000-12-01,Mogadishu,Somalia,27.937
+2001-01-01,Mogadishu,Somalia,27.453
+2001-02-01,Mogadishu,Somalia,27.328
+2001-03-01,Mogadishu,Somalia,28.840
+2001-04-01,Mogadishu,Somalia,28.905
+2001-05-01,Mogadishu,Somalia,29.194
+2001-06-01,Mogadishu,Somalia,27.217
+2001-07-01,Mogadishu,Somalia,26.395
+2001-08-01,Mogadishu,Somalia,25.654
+2001-09-01,Mogadishu,Somalia,27.212
+2001-10-01,Mogadishu,Somalia,27.947
+2001-11-01,Mogadishu,Somalia,28.389
+2001-12-01,Mogadishu,Somalia,27.613
+2002-01-01,Mogadishu,Somalia,28.028
+2002-02-01,Mogadishu,Somalia,27.602
+2002-03-01,Mogadishu,Somalia,30.027
+2002-04-01,Mogadishu,Somalia,29.533
+2002-05-01,Mogadishu,Somalia,29.125
+2002-06-01,Mogadishu,Somalia,27.092
+2002-07-01,Mogadishu,Somalia,26.645
+2002-08-01,Mogadishu,Somalia,26.119
+2002-09-01,Mogadishu,Somalia,26.852
+2002-10-01,Mogadishu,Somalia,27.145
+2002-11-01,Mogadishu,Somalia,27.196
+2002-12-01,Mogadishu,Somalia,27.918
+2003-01-01,Mogadishu,Somalia,27.101
+2003-02-01,Mogadishu,Somalia,28.523
+2003-03-01,Mogadishu,Somalia,30.201
+2003-04-01,Mogadishu,Somalia,29.963
+2003-05-01,Mogadishu,Somalia,29.115
+2003-06-01,Mogadishu,Somalia,27.991
+2003-07-01,Mogadishu,Somalia,26.843
+2003-08-01,Mogadishu,Somalia,26.578
+2003-09-01,Mogadishu,Somalia,27.079
+2003-10-01,Mogadishu,Somalia,27.625
+2003-11-01,Mogadishu,Somalia,28.062
+2003-12-01,Mogadishu,Somalia,27.314
+2004-01-01,Mogadishu,Somalia,27.847
+2004-02-01,Mogadishu,Somalia,27.912
+2004-03-01,Mogadishu,Somalia,28.909
+2004-04-01,Mogadishu,Somalia,29.450
+2004-05-01,Mogadishu,Somalia,29.369
+2004-06-01,Mogadishu,Somalia,27.450
+2004-07-01,Mogadishu,Somalia,26.150
+2004-08-01,Mogadishu,Somalia,26.976
+2004-09-01,Mogadishu,Somalia,27.215
+2004-10-01,Mogadishu,Somalia,27.133
+2004-11-01,Mogadishu,Somalia,27.973
+2004-12-01,Mogadishu,Somalia,27.854
+2005-01-01,Mogadishu,Somalia,27.249
+2005-02-01,Mogadishu,Somalia,28.226
+2005-03-01,Mogadishu,Somalia,30.256
+2005-04-01,Mogadishu,Somalia,29.857
+2005-05-01,Mogadishu,Somalia,29.502
+2005-06-01,Mogadishu,Somalia,27.632
+2005-07-01,Mogadishu,Somalia,26.586
+2005-08-01,Mogadishu,Somalia,26.194
+2005-09-01,Mogadishu,Somalia,27.667
+2005-10-01,Mogadishu,Somalia,27.970
+2005-11-01,Mogadishu,Somalia,28.465
+2005-12-01,Mogadishu,Somalia,27.372
+2006-01-01,Mogadishu,Somalia,26.767
+2006-02-01,Mogadishu,Somalia,28.029
+2006-03-01,Mogadishu,Somalia,29.432
+2006-04-01,Mogadishu,Somalia,29.187
+2006-05-01,Mogadishu,Somalia,28.933
+2006-06-01,Mogadishu,Somalia,27.532
+2006-07-01,Mogadishu,Somalia,26.685
+2006-08-01,Mogadishu,Somalia,26.858
+2006-09-01,Mogadishu,Somalia,27.461
+2006-10-01,Mogadishu,Somalia,27.020
+2006-11-01,Mogadishu,Somalia,27.877
+2006-12-01,Mogadishu,Somalia,27.615
+2007-01-01,Mogadishu,Somalia,27.264
+2007-02-01,Mogadishu,Somalia,28.843
+2007-03-01,Mogadishu,Somalia,29.997
+2007-04-01,Mogadishu,Somalia,29.971
+2007-05-01,Mogadishu,Somalia,29.405
+2007-06-01,Mogadishu,Somalia,28.078
+2007-07-01,Mogadishu,Somalia,26.206
+2007-08-01,Mogadishu,Somalia,26.282
+2007-09-01,Mogadishu,Somalia,27.825
+2007-10-01,Mogadishu,Somalia,27.502
+2007-11-01,Mogadishu,Somalia,27.970
+2007-12-01,Mogadishu,Somalia,27.674
+2008-01-01,Mogadishu,Somalia,27.413
+2008-02-01,Mogadishu,Somalia,27.103
+2008-03-01,Mogadishu,Somalia,28.461
+2008-04-01,Mogadishu,Somalia,28.662
+2008-05-01,Mogadishu,Somalia,29.089
+2008-06-01,Mogadishu,Somalia,27.180
+2008-07-01,Mogadishu,Somalia,26.542
+2008-08-01,Mogadishu,Somalia,26.712
+2008-09-01,Mogadishu,Somalia,27.932
+2008-10-01,Mogadishu,Somalia,27.845
+2008-11-01,Mogadishu,Somalia,28.264
+2008-12-01,Mogadishu,Somalia,27.742
+2009-01-01,Mogadishu,Somalia,27.375
+2009-02-01,Mogadishu,Somalia,27.607
+2009-03-01,Mogadishu,Somalia,29.646
+2009-04-01,Mogadishu,Somalia,29.861
+2009-05-01,Mogadishu,Somalia,29.330
+2009-06-01,Mogadishu,Somalia,28.016
+2009-07-01,Mogadishu,Somalia,27.246
+2009-08-01,Mogadishu,Somalia,27.213
+2009-09-01,Mogadishu,Somalia,27.832
+2009-10-01,Mogadishu,Somalia,27.157
+2009-11-01,Mogadishu,Somalia,28.875
+2009-12-01,Mogadishu,Somalia,28.546
+2010-01-01,Mogadishu,Somalia,27.520
+2010-02-01,Mogadishu,Somalia,28.298
+2010-03-01,Mogadishu,Somalia,29.248
+2010-04-01,Mogadishu,Somalia,28.813
+2010-05-01,Mogadishu,Somalia,29.359
+2010-06-01,Mogadishu,Somalia,27.975
+2010-07-01,Mogadishu,Somalia,26.496
+2010-08-01,Mogadishu,Somalia,26.784
+2010-09-01,Mogadishu,Somalia,27.152
+2010-10-01,Mogadishu,Somalia,28.136
+2010-11-01,Mogadishu,Somalia,28.526
+2010-12-01,Mogadishu,Somalia,28.000
+2011-01-01,Mogadishu,Somalia,27.095
+2011-02-01,Mogadishu,Somalia,27.969
+2011-03-01,Mogadishu,Somalia,29.577
+2011-04-01,Mogadishu,Somalia,30.238
+2011-05-01,Mogadishu,Somalia,29.660
+2011-06-01,Mogadishu,Somalia,28.329
+2011-07-01,Mogadishu,Somalia,27.544
+2011-08-01,Mogadishu,Somalia,27.425
+2011-09-01,Mogadishu,Somalia,28.323
+2011-10-01,Mogadishu,Somalia,27.455
+2011-11-01,Mogadishu,Somalia,28.278
+2011-12-01,Mogadishu,Somalia,27.408
+2012-01-01,Mogadishu,Somalia,27.564
+2012-02-01,Mogadishu,Somalia,27.857
+2012-03-01,Mogadishu,Somalia,29.090
+2012-04-01,Mogadishu,Somalia,29.841
+2012-05-01,Mogadishu,Somalia,28.995
+2012-06-01,Mogadishu,Somalia,27.987
+2012-07-01,Mogadishu,Somalia,26.603
+2012-08-01,Mogadishu,Somalia,27.511
+2012-09-01,Mogadishu,Somalia,28.288
+2012-10-01,Mogadishu,Somalia,27.804
+2012-11-01,Mogadishu,Somalia,28.311
+2012-12-01,Mogadishu,Somalia,28.423
+2013-01-01,Mogadishu,Somalia,27.451
+2013-02-01,Mogadishu,Somalia,27.535
+2013-03-01,Mogadishu,Somalia,28.822
+2013-04-01,Mogadishu,Somalia,29.673
+2013-05-01,Mogadishu,Somalia,29.203
+2013-06-01,Mogadishu,Somalia,27.391
+2013-07-01,Mogadishu,Somalia,26.517
+2013-08-01,Mogadishu,Somalia,26.939
+2013-09-01,Mogadishu,Somalia,NaN
+2000-01-01,Montreal,Canada,-11.684
+2000-02-01,Montreal,Canada,-8.385
+2000-03-01,Montreal,Canada,0.541
+2000-04-01,Montreal,Canada,4.070
+2000-05-01,Montreal,Canada,11.895
+2000-06-01,Montreal,Canada,16.219
+2000-07-01,Montreal,Canada,18.732
+2000-08-01,Montreal,Canada,18.561
+2000-09-01,Montreal,Canada,13.013
+2000-10-01,Montreal,Canada,7.503
+2000-11-01,Montreal,Canada,1.517
+2000-12-01,Montreal,Canada,-10.329
+2001-01-01,Montreal,Canada,-10.840
+2001-02-01,Montreal,Canada,-9.975
+2001-03-01,Montreal,Canada,-4.461
+2001-04-01,Montreal,Canada,4.597
+2001-05-01,Montreal,Canada,14.272
+2001-06-01,Montreal,Canada,18.906
+2001-07-01,Montreal,Canada,18.675
+2001-08-01,Montreal,Canada,20.623
+2001-09-01,Montreal,Canada,15.313
+2001-10-01,Montreal,Canada,8.883
+2001-11-01,Montreal,Canada,3.408
+2001-12-01,Montreal,Canada,-1.833
+2002-01-01,Montreal,Canada,-6.298
+2002-02-01,Montreal,Canada,-6.876
+2002-03-01,Montreal,Canada,-3.111
+2002-04-01,Montreal,Canada,5.608
+2002-05-01,Montreal,Canada,10.538
+2002-06-01,Montreal,Canada,16.336
+2002-07-01,Montreal,Canada,20.556
+2002-08-01,Montreal,Canada,20.159
+2002-09-01,Montreal,Canada,16.517
+2002-10-01,Montreal,Canada,5.671
+2002-11-01,Montreal,Canada,-0.550
+2002-12-01,Montreal,Canada,-6.375
+2003-01-01,Montreal,Canada,-14.338
+2003-02-01,Montreal,Canada,-12.713
+2003-03-01,Montreal,Canada,-4.825
+2003-04-01,Montreal,Canada,2.793
+2003-05-01,Montreal,Canada,12.078
+2003-06-01,Montreal,Canada,17.792
+2003-07-01,Montreal,Canada,20.035
+2003-08-01,Montreal,Canada,20.119
+2003-09-01,Montreal,Canada,16.069
+2003-10-01,Montreal,Canada,6.710
+2003-11-01,Montreal,Canada,1.632
+2003-12-01,Montreal,Canada,-6.359
+2004-01-01,Montreal,Canada,-16.513
+2004-02-01,Montreal,Canada,-9.620
+2004-03-01,Montreal,Canada,-1.654
+2004-04-01,Montreal,Canada,4.825
+2004-05-01,Montreal,Canada,12.600
+2004-06-01,Montreal,Canada,16.261
+2004-07-01,Montreal,Canada,19.910
+2004-08-01,Montreal,Canada,18.405
+2004-09-01,Montreal,Canada,14.802
+2004-10-01,Montreal,Canada,7.786
+2004-11-01,Montreal,Canada,0.826
+2004-12-01,Montreal,Canada,-8.725
+2005-01-01,Montreal,Canada,-12.858
+2005-02-01,Montreal,Canada,-8.147
+2005-03-01,Montreal,Canada,-4.603
+2005-04-01,Montreal,Canada,5.914
+2005-05-01,Montreal,Canada,10.622
+2005-06-01,Montreal,Canada,19.935
+2005-07-01,Montreal,Canada,20.857
+2005-08-01,Montreal,Canada,20.226
+2005-09-01,Montreal,Canada,16.136
+2005-10-01,Montreal,Canada,8.833
+2005-11-01,Montreal,Canada,1.792
+2005-12-01,Montreal,Canada,-7.294
+2006-01-01,Montreal,Canada,-5.879
+2006-02-01,Montreal,Canada,-8.394
+2006-03-01,Montreal,Canada,-1.958
+2006-04-01,Montreal,Canada,6.424
+2006-05-01,Montreal,Canada,13.646
+2006-06-01,Montreal,Canada,18.491
+2006-07-01,Montreal,Canada,21.636
+2006-08-01,Montreal,Canada,17.890
+2006-09-01,Montreal,Canada,13.821
+2006-10-01,Montreal,Canada,6.783
+2006-11-01,Montreal,Canada,3.787
+2006-12-01,Montreal,Canada,-2.797
+2007-01-01,Montreal,Canada,-9.488
+2007-02-01,Montreal,Canada,-12.937
+2007-03-01,Montreal,Canada,-4.216
+2007-04-01,Montreal,Canada,4.149
+2007-05-01,Montreal,Canada,12.657
+2007-06-01,Montreal,Canada,18.510
+2007-07-01,Montreal,Canada,19.031
+2007-08-01,Montreal,Canada,18.355
+2007-09-01,Montreal,Canada,15.246
+2007-10-01,Montreal,Canada,10.058
+2007-11-01,Montreal,Canada,-0.154
+2007-12-01,Montreal,Canada,-8.259
+2008-01-01,Montreal,Canada,-8.132
+2008-02-01,Montreal,Canada,-9.042
+2008-03-01,Montreal,Canada,-5.623
+2008-04-01,Montreal,Canada,6.633
+2008-05-01,Montreal,Canada,11.141
+2008-06-01,Montreal,Canada,18.353
+2008-07-01,Montreal,Canada,20.174
+2008-08-01,Montreal,Canada,18.419
+2008-09-01,Montreal,Canada,15.029
+2008-10-01,Montreal,Canada,6.854
+2008-11-01,Montreal,Canada,1.382
+2008-12-01,Montreal,Canada,-7.786
+2009-01-01,Montreal,Canada,-15.132
+2009-02-01,Montreal,Canada,-8.461
+2009-03-01,Montreal,Canada,-2.502
+2009-04-01,Montreal,Canada,6.555
+2009-05-01,Montreal,Canada,11.685
+2009-06-01,Montreal,Canada,16.773
+2009-07-01,Montreal,Canada,18.570
+2009-08-01,Montreal,Canada,19.769
+2009-09-01,Montreal,Canada,13.794
+2009-10-01,Montreal,Canada,5.680
+2009-11-01,Montreal,Canada,3.479
+2009-12-01,Montreal,Canada,-6.917
+2010-01-01,Montreal,Canada,-7.611
+2010-02-01,Montreal,Canada,-5.976
+2010-03-01,Montreal,Canada,1.524
+2010-04-01,Montreal,Canada,7.946
+2010-05-01,Montreal,Canada,14.379
+2010-06-01,Montreal,Canada,17.331
+2010-07-01,Montreal,Canada,21.811
+2010-08-01,Montreal,Canada,19.421
+2010-09-01,Montreal,Canada,15.174
+2010-10-01,Montreal,Canada,7.027
+2010-11-01,Montreal,Canada,1.253
+2010-12-01,Montreal,Canada,-6.906
+2011-01-01,Montreal,Canada,-10.696
+2011-02-01,Montreal,Canada,-9.525
+2011-03-01,Montreal,Canada,-3.354
+2011-04-01,Montreal,Canada,4.989
+2011-05-01,Montreal,Canada,12.985
+2011-06-01,Montreal,Canada,17.962
+2011-07-01,Montreal,Canada,21.375
+2011-08-01,Montreal,Canada,19.427
+2011-09-01,Montreal,Canada,16.080
+2011-10-01,Montreal,Canada,8.706
+2011-11-01,Montreal,Canada,4.417
+2011-12-01,Montreal,Canada,-4.111
+2012-01-01,Montreal,Canada,-8.899
+2012-02-01,Montreal,Canada,-6.562
+2012-03-01,Montreal,Canada,1.550
+2012-04-01,Montreal,Canada,5.663
+2012-05-01,Montreal,Canada,14.675
+2012-06-01,Montreal,Canada,18.364
+2012-07-01,Montreal,Canada,20.772
+2012-08-01,Montreal,Canada,20.681
+2012-09-01,Montreal,Canada,14.612
+2012-10-01,Montreal,Canada,9.496
+2012-11-01,Montreal,Canada,-0.448
+2012-12-01,Montreal,Canada,-4.776
+2013-01-01,Montreal,Canada,-10.044
+2013-02-01,Montreal,Canada,-7.958
+2013-03-01,Montreal,Canada,-1.444
+2013-04-01,Montreal,Canada,4.858
+2013-05-01,Montreal,Canada,14.065
+2013-06-01,Montreal,Canada,16.949
+2013-07-01,Montreal,Canada,21.298
+2013-08-01,Montreal,Canada,18.738
+2013-09-01,Montreal,Canada,14.281
+2000-01-01,Moscow,Russia,-7.313
+2000-02-01,Moscow,Russia,-3.551
+2000-03-01,Moscow,Russia,-1.661
+2000-04-01,Moscow,Russia,10.096
+2000-05-01,Moscow,Russia,10.357
+2000-06-01,Moscow,Russia,15.243
+2000-07-01,Moscow,Russia,18.676
+2000-08-01,Moscow,Russia,16.420
+2000-09-01,Moscow,Russia,9.775
+2000-10-01,Moscow,Russia,6.611
+2000-11-01,Moscow,Russia,-0.168
+2000-12-01,Moscow,Russia,-2.954
+2001-01-01,Moscow,Russia,-4.914
+2001-02-01,Moscow,Russia,-7.761
+2001-03-01,Moscow,Russia,-2.833
+2001-04-01,Moscow,Russia,10.055
+2001-05-01,Moscow,Russia,11.012
+2001-06-01,Moscow,Russia,15.733
+2001-07-01,Moscow,Russia,22.306
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+2012-03-01,Nagpur,India,26.754
+2012-04-01,Nagpur,India,32.054
+2012-05-01,Nagpur,India,35.082
+2012-06-01,Nagpur,India,32.657
+2012-07-01,Nagpur,India,27.072
+2012-08-01,Nagpur,India,26.016
+2012-09-01,Nagpur,India,27.295
+2012-10-01,Nagpur,India,25.592
+2012-11-01,Nagpur,India,21.964
+2012-12-01,Nagpur,India,20.465
+2013-01-01,Nagpur,India,19.112
+2013-02-01,Nagpur,India,22.333
+2013-03-01,Nagpur,India,26.750
+2013-04-01,Nagpur,India,31.107
+2013-05-01,Nagpur,India,35.869
+2013-06-01,Nagpur,India,29.540
+2013-07-01,Nagpur,India,26.258
+2013-08-01,Nagpur,India,25.930
+2013-09-01,Nagpur,India,NaN
+2000-01-01,Nairobi,Kenya,16.631
+2000-02-01,Nairobi,Kenya,17.780
+2000-03-01,Nairobi,Kenya,18.413
+2000-04-01,Nairobi,Kenya,17.840
+2000-05-01,Nairobi,Kenya,17.190
+2000-06-01,Nairobi,Kenya,15.851
+2000-07-01,Nairobi,Kenya,15.206
+2000-08-01,Nairobi,Kenya,15.602
+2000-09-01,Nairobi,Kenya,16.174
+2000-10-01,Nairobi,Kenya,16.747
+2000-11-01,Nairobi,Kenya,16.557
+2000-12-01,Nairobi,Kenya,16.824
+2001-01-01,Nairobi,Kenya,15.791
+2001-02-01,Nairobi,Kenya,16.680
+2001-03-01,Nairobi,Kenya,16.804
+2001-04-01,Nairobi,Kenya,16.266
+2001-05-01,Nairobi,Kenya,16.332
+2001-06-01,Nairobi,Kenya,15.062
+2001-07-01,Nairobi,Kenya,14.456
+2001-08-01,Nairobi,Kenya,15.568
+2001-09-01,Nairobi,Kenya,16.216
+2001-10-01,Nairobi,Kenya,16.839
+2001-11-01,Nairobi,Kenya,16.316
+2001-12-01,Nairobi,Kenya,16.832
+2002-01-01,Nairobi,Kenya,17.204
+2002-02-01,Nairobi,Kenya,18.380
+2002-03-01,Nairobi,Kenya,17.735
+2002-04-01,Nairobi,Kenya,17.154
+2002-05-01,Nairobi,Kenya,16.673
+2002-06-01,Nairobi,Kenya,15.779
+2002-07-01,Nairobi,Kenya,15.593
+2002-08-01,Nairobi,Kenya,15.075
+2002-09-01,Nairobi,Kenya,16.182
+2002-10-01,Nairobi,Kenya,16.537
+2002-11-01,Nairobi,Kenya,16.414
+2002-12-01,Nairobi,Kenya,16.640
+2003-01-01,Nairobi,Kenya,17.316
+2003-02-01,Nairobi,Kenya,18.976
+2003-03-01,Nairobi,Kenya,18.632
+2003-04-01,Nairobi,Kenya,17.854
+2003-05-01,Nairobi,Kenya,16.559
+2003-06-01,Nairobi,Kenya,15.504
+2003-07-01,Nairobi,Kenya,15.025
+2003-08-01,Nairobi,Kenya,15.117
+2003-09-01,Nairobi,Kenya,16.168
+2003-10-01,Nairobi,Kenya,16.875
+2003-11-01,Nairobi,Kenya,17.198
+2003-12-01,Nairobi,Kenya,17.262
+2004-01-01,Nairobi,Kenya,17.684
+2004-02-01,Nairobi,Kenya,17.805
+2004-03-01,Nairobi,Kenya,18.711
+2004-04-01,Nairobi,Kenya,17.123
+2004-05-01,Nairobi,Kenya,16.873
+2004-06-01,Nairobi,Kenya,15.631
+2004-07-01,Nairobi,Kenya,15.526
+2004-08-01,Nairobi,Kenya,15.746
+2004-09-01,Nairobi,Kenya,17.059
+2004-10-01,Nairobi,Kenya,16.958
+2004-11-01,Nairobi,Kenya,16.677
+2004-12-01,Nairobi,Kenya,17.220
+2005-01-01,Nairobi,Kenya,17.996
+2005-02-01,Nairobi,Kenya,19.431
+2005-03-01,Nairobi,Kenya,18.997
+2005-04-01,Nairobi,Kenya,18.110
+2005-05-01,Nairobi,Kenya,17.047
+2005-06-01,Nairobi,Kenya,15.783
+2005-07-01,Nairobi,Kenya,15.023
+2005-08-01,Nairobi,Kenya,15.791
+2005-09-01,Nairobi,Kenya,16.452
+2005-10-01,Nairobi,Kenya,17.076
+2005-11-01,Nairobi,Kenya,17.256
+2005-12-01,Nairobi,Kenya,18.421
+2006-01-01,Nairobi,Kenya,18.297
+2006-02-01,Nairobi,Kenya,19.101
+2006-03-01,Nairobi,Kenya,18.201
+2006-04-01,Nairobi,Kenya,16.957
+2006-05-01,Nairobi,Kenya,16.706
+2006-06-01,Nairobi,Kenya,16.114
+2006-07-01,Nairobi,Kenya,15.390
+2006-08-01,Nairobi,Kenya,15.966
+2006-09-01,Nairobi,Kenya,16.409
+2006-10-01,Nairobi,Kenya,17.177
+2006-11-01,Nairobi,Kenya,16.269
+2006-12-01,Nairobi,Kenya,16.510
+2007-01-01,Nairobi,Kenya,16.940
+2007-02-01,Nairobi,Kenya,17.826
+2007-03-01,Nairobi,Kenya,18.039
+2007-04-01,Nairobi,Kenya,17.289
+2007-05-01,Nairobi,Kenya,16.937
+2007-06-01,Nairobi,Kenya,15.623
+2007-07-01,Nairobi,Kenya,14.738
+2007-08-01,Nairobi,Kenya,15.046
+2007-09-01,Nairobi,Kenya,16.234
+2007-10-01,Nairobi,Kenya,16.708
+2007-11-01,Nairobi,Kenya,16.860
+2007-12-01,Nairobi,Kenya,16.953
+2008-01-01,Nairobi,Kenya,17.520
+2008-02-01,Nairobi,Kenya,17.810
+2008-03-01,Nairobi,Kenya,17.553
+2008-04-01,Nairobi,Kenya,17.014
+2008-05-01,Nairobi,Kenya,16.630
+2008-06-01,Nairobi,Kenya,15.485
+2008-07-01,Nairobi,Kenya,14.864
+2008-08-01,Nairobi,Kenya,15.495
+2008-09-01,Nairobi,Kenya,16.719
+2008-10-01,Nairobi,Kenya,16.640
+2008-11-01,Nairobi,Kenya,16.839
+2008-12-01,Nairobi,Kenya,17.341
+2009-01-01,Nairobi,Kenya,17.806
+2009-02-01,Nairobi,Kenya,18.335
+2009-03-01,Nairobi,Kenya,19.148
+2009-04-01,Nairobi,Kenya,18.114
+2009-05-01,Nairobi,Kenya,17.105
+2009-06-01,Nairobi,Kenya,16.676
+2009-07-01,Nairobi,Kenya,15.529
+2009-08-01,Nairobi,Kenya,16.038
+2009-09-01,Nairobi,Kenya,17.346
+2009-10-01,Nairobi,Kenya,17.024
+2009-11-01,Nairobi,Kenya,17.172
+2009-12-01,Nairobi,Kenya,17.329
+2010-01-01,Nairobi,Kenya,17.476
+2010-02-01,Nairobi,Kenya,18.252
+2010-03-01,Nairobi,Kenya,17.698
+2010-04-01,Nairobi,Kenya,17.659
+2010-05-01,Nairobi,Kenya,17.094
+2010-06-01,Nairobi,Kenya,15.999
+2010-07-01,Nairobi,Kenya,15.271
+2010-08-01,Nairobi,Kenya,15.697
+2010-09-01,Nairobi,Kenya,16.000
+2010-10-01,Nairobi,Kenya,16.871
+2010-11-01,Nairobi,Kenya,16.782
+2010-12-01,Nairobi,Kenya,17.069
+2011-01-01,Nairobi,Kenya,17.768
+2011-02-01,Nairobi,Kenya,18.409
+2011-03-01,Nairobi,Kenya,18.397
+2011-04-01,Nairobi,Kenya,17.831
+2011-05-01,Nairobi,Kenya,16.969
+2011-06-01,Nairobi,Kenya,16.393
+2011-07-01,Nairobi,Kenya,15.811
+2011-08-01,Nairobi,Kenya,15.340
+2011-09-01,Nairobi,Kenya,16.189
+2011-10-01,Nairobi,Kenya,16.446
+2011-11-01,Nairobi,Kenya,16.317
+2011-12-01,Nairobi,Kenya,16.894
+2012-01-01,Nairobi,Kenya,17.586
+2012-02-01,Nairobi,Kenya,18.251
+2012-03-01,Nairobi,Kenya,18.919
+2012-04-01,Nairobi,Kenya,17.016
+2012-05-01,Nairobi,Kenya,16.135
+2012-06-01,Nairobi,Kenya,15.737
+2012-07-01,Nairobi,Kenya,15.170
+2012-08-01,Nairobi,Kenya,15.758
+2012-09-01,Nairobi,Kenya,16.474
+2012-10-01,Nairobi,Kenya,17.183
+2012-11-01,Nairobi,Kenya,17.045
+2012-12-01,Nairobi,Kenya,16.782
+2013-01-01,Nairobi,Kenya,17.901
+2013-02-01,Nairobi,Kenya,18.209
+2013-03-01,Nairobi,Kenya,18.823
+2013-04-01,Nairobi,Kenya,16.674
+2013-05-01,Nairobi,Kenya,16.967
+2013-06-01,Nairobi,Kenya,15.476
+2013-07-01,Nairobi,Kenya,15.240
+2013-08-01,Nairobi,Kenya,15.985
+2013-09-01,Nairobi,Kenya,NaN
+2000-01-01,Nanjing,China,2.723
+2000-02-01,Nanjing,China,4.189
+2000-03-01,Nanjing,China,11.199
+2000-04-01,Nanjing,China,16.764
+2000-05-01,Nanjing,China,22.482
+2000-06-01,Nanjing,China,25.272
+2000-07-01,Nanjing,China,29.032
+2000-08-01,Nanjing,China,27.603
+2000-09-01,Nanjing,China,23.377
+2000-10-01,Nanjing,China,17.689
+2000-11-01,Nanjing,China,10.219
+2000-12-01,Nanjing,China,7.203
+2001-01-01,Nanjing,China,4.263
+2001-02-01,Nanjing,China,5.992
+2001-03-01,Nanjing,China,11.165
+2001-04-01,Nanjing,China,15.364
+2001-05-01,Nanjing,China,22.320
+2001-06-01,Nanjing,China,24.569
+2001-07-01,Nanjing,China,29.819
+2001-08-01,Nanjing,China,26.193
+2001-09-01,Nanjing,China,23.439
+2001-10-01,Nanjing,China,18.304
+2001-11-01,Nanjing,China,11.277
+2001-12-01,Nanjing,China,4.963
+2002-01-01,Nanjing,China,5.693
+2002-02-01,Nanjing,China,8.092
+2002-03-01,Nanjing,China,12.555
+2002-04-01,Nanjing,China,16.564
+2002-05-01,Nanjing,China,19.748
+2002-06-01,Nanjing,China,26.274
+2002-07-01,Nanjing,China,28.273
+2002-08-01,Nanjing,China,26.688
+2002-09-01,Nanjing,China,23.481
+2002-10-01,Nanjing,China,17.968
+2002-11-01,Nanjing,China,11.148
+2002-12-01,Nanjing,China,5.284
+2003-01-01,Nanjing,China,3.008
+2003-02-01,Nanjing,China,6.336
+2003-03-01,Nanjing,China,9.871
+2003-04-01,Nanjing,China,15.441
+2003-05-01,Nanjing,China,20.691
+2003-06-01,Nanjing,China,25.173
+2003-07-01,Nanjing,China,29.028
+2003-08-01,Nanjing,China,28.111
+2003-09-01,Nanjing,China,24.817
+2003-10-01,Nanjing,China,16.964
+2003-11-01,Nanjing,China,11.437
+2003-12-01,Nanjing,China,5.004
+2004-01-01,Nanjing,China,3.428
+2004-02-01,Nanjing,China,8.495
+2004-03-01,Nanjing,China,10.155
+2004-04-01,Nanjing,China,17.005
+2004-05-01,Nanjing,China,21.291
+2004-06-01,Nanjing,China,24.718
+2004-07-01,Nanjing,China,29.212
+2004-08-01,Nanjing,China,27.885
+2004-09-01,Nanjing,China,22.998
+2004-10-01,Nanjing,China,17.365
+2004-11-01,Nanjing,China,13.000
+2004-12-01,Nanjing,China,6.714
+2005-01-01,Nanjing,China,1.894
+2005-02-01,Nanjing,China,3.334
+2005-03-01,Nanjing,China,9.126
+2005-04-01,Nanjing,China,18.456
+2005-05-01,Nanjing,China,21.353
+2005-06-01,Nanjing,China,27.312
+2005-07-01,Nanjing,China,28.676
+2005-08-01,Nanjing,China,26.886
+2005-09-01,Nanjing,China,25.028
+2005-10-01,Nanjing,China,17.259
+2005-11-01,Nanjing,China,13.685
+2005-12-01,Nanjing,China,3.889
+2006-01-01,Nanjing,China,4.222
+2006-02-01,Nanjing,China,4.633
+2006-03-01,Nanjing,China,11.533
+2006-04-01,Nanjing,China,17.098
+2006-05-01,Nanjing,China,21.235
+2006-06-01,Nanjing,China,26.213
+2006-07-01,Nanjing,China,28.808
+2006-08-01,Nanjing,China,29.336
+2006-09-01,Nanjing,China,22.211
+2006-10-01,Nanjing,China,20.163
+2006-11-01,Nanjing,China,13.155
+2006-12-01,Nanjing,China,5.615
+2007-01-01,Nanjing,China,3.610
+2007-02-01,Nanjing,China,9.273
+2007-03-01,Nanjing,China,11.697
+2007-04-01,Nanjing,China,15.962
+2007-05-01,Nanjing,China,23.629
+2007-06-01,Nanjing,China,25.146
+2007-07-01,Nanjing,China,28.692
+2007-08-01,Nanjing,China,28.841
+2007-09-01,Nanjing,China,23.591
+2007-10-01,Nanjing,China,18.217
+2007-11-01,Nanjing,China,11.423
+2007-12-01,Nanjing,China,6.803
+2008-01-01,Nanjing,China,1.792
+2008-02-01,Nanjing,China,2.849
+2008-03-01,Nanjing,China,11.757
+2008-04-01,Nanjing,China,16.128
+2008-05-01,Nanjing,China,22.525
+2008-06-01,Nanjing,China,23.984
+2008-07-01,Nanjing,China,29.045
+2008-08-01,Nanjing,China,27.229
+2008-09-01,Nanjing,China,24.447
+2008-10-01,Nanjing,China,18.888
+2008-11-01,Nanjing,China,11.418
+2008-12-01,Nanjing,China,6.003
+2009-01-01,Nanjing,China,2.745
+2009-02-01,Nanjing,China,7.923
+2009-03-01,Nanjing,China,10.207
+2009-04-01,Nanjing,China,16.736
+2009-05-01,Nanjing,China,21.941
+2009-06-01,Nanjing,China,26.544
+2009-07-01,Nanjing,China,28.440
+2009-08-01,Nanjing,China,27.492
+2009-09-01,Nanjing,China,24.045
+2009-10-01,Nanjing,China,19.685
+2009-11-01,Nanjing,China,8.972
+2009-12-01,Nanjing,China,4.849
+2010-01-01,Nanjing,China,4.206
+2010-02-01,Nanjing,China,6.567
+2010-03-01,Nanjing,China,9.244
+2010-04-01,Nanjing,China,13.122
+2010-05-01,Nanjing,China,21.344
+2010-06-01,Nanjing,China,24.723
+2010-07-01,Nanjing,China,28.339
+2010-08-01,Nanjing,China,29.596
+2010-09-01,Nanjing,China,24.463
+2010-10-01,Nanjing,China,16.917
+2010-11-01,Nanjing,China,12.268
+2010-12-01,Nanjing,China,6.528
+2011-01-01,Nanjing,China,0.144
+2011-02-01,Nanjing,China,5.585
+2011-03-01,Nanjing,China,9.459
+2011-04-01,Nanjing,China,16.817
+2011-05-01,Nanjing,China,21.901
+2011-06-01,Nanjing,China,24.830
+2011-07-01,Nanjing,China,28.622
+2011-08-01,Nanjing,China,27.342
+2011-09-01,Nanjing,China,23.147
+2011-10-01,Nanjing,China,17.563
+2011-11-01,Nanjing,China,14.707
+2011-12-01,Nanjing,China,4.510
+2012-01-01,Nanjing,China,3.168
+2012-02-01,Nanjing,China,3.429
+2012-03-01,Nanjing,China,9.431
+2012-04-01,Nanjing,China,18.057
+2012-05-01,Nanjing,China,21.892
+2012-06-01,Nanjing,China,25.168
+2012-07-01,Nanjing,China,29.488
+2012-08-01,Nanjing,China,28.030
+2012-09-01,Nanjing,China,22.444
+2012-10-01,Nanjing,China,18.140
+2012-11-01,Nanjing,China,10.312
+2012-12-01,Nanjing,China,4.013
+2013-01-01,Nanjing,China,3.018
+2013-02-01,Nanjing,China,5.792
+2013-03-01,Nanjing,China,11.138
+2013-04-01,Nanjing,China,15.526
+2013-05-01,Nanjing,China,21.833
+2013-06-01,Nanjing,China,24.900
+2013-07-01,Nanjing,China,30.459
+2013-08-01,Nanjing,China,30.407
+2013-09-01,Nanjing,China,NaN
+2000-01-01,New Delhi,India,15.201
+2000-02-01,New Delhi,India,16.388
+2000-03-01,New Delhi,India,22.921
+2000-04-01,New Delhi,India,31.266
+2000-05-01,New Delhi,India,34.524
+2000-06-01,New Delhi,India,33.074
+2000-07-01,New Delhi,India,30.925
+2000-08-01,New Delhi,India,30.687
+2000-09-01,New Delhi,India,30.083
+2000-10-01,New Delhi,India,28.164
+2000-11-01,New Delhi,India,22.445
+2000-12-01,New Delhi,India,16.902
+2001-01-01,New Delhi,India,14.197
+2001-02-01,New Delhi,India,18.882
+2001-03-01,New Delhi,India,23.918
+2001-04-01,New Delhi,India,29.155
+2001-05-01,New Delhi,India,33.541
+2001-06-01,New Delhi,India,31.870
+2001-07-01,New Delhi,India,30.888
+2001-08-01,New Delhi,India,30.832
+2001-09-01,New Delhi,India,30.920
+2001-10-01,New Delhi,India,27.687
+2001-11-01,New Delhi,India,21.806
+2001-12-01,New Delhi,India,16.659
+2002-01-01,New Delhi,India,14.730
+2002-02-01,New Delhi,India,17.742
+2002-03-01,New Delhi,India,24.459
+2002-04-01,New Delhi,India,30.945
+2002-05-01,New Delhi,India,35.236
+2002-06-01,New Delhi,India,34.728
+2002-07-01,New Delhi,India,34.672
+2002-08-01,New Delhi,India,31.075
+2002-09-01,New Delhi,India,29.175
+2002-10-01,New Delhi,India,27.633
+2002-11-01,New Delhi,India,21.886
+2002-12-01,New Delhi,India,17.331
+2003-01-01,New Delhi,India,13.420
+2003-02-01,New Delhi,India,18.199
+2003-03-01,New Delhi,India,23.682
+2003-04-01,New Delhi,India,30.752
+2003-05-01,New Delhi,India,34.075
+2003-06-01,New Delhi,India,35.325
+2003-07-01,New Delhi,India,30.653
+2003-08-01,New Delhi,India,30.252
+2003-09-01,New Delhi,India,29.166
+2003-10-01,New Delhi,India,26.345
+2003-11-01,New Delhi,India,20.962
+2003-12-01,New Delhi,India,15.822
+2004-01-01,New Delhi,India,14.199
+2004-02-01,New Delhi,India,18.737
+2004-03-01,New Delhi,India,26.432
+2004-04-01,New Delhi,India,31.433
+2004-05-01,New Delhi,India,33.999
+2004-06-01,New Delhi,India,33.017
+2004-07-01,New Delhi,India,32.816
+2004-08-01,New Delhi,India,29.993
+2004-09-01,New Delhi,India,30.534
+2004-10-01,New Delhi,India,25.600
+2004-11-01,New Delhi,India,21.422
+2004-12-01,New Delhi,India,16.697
+2005-01-01,New Delhi,India,14.383
+2005-02-01,New Delhi,India,17.669
+2005-03-01,New Delhi,India,24.469
+2005-04-01,New Delhi,India,29.322
+2005-05-01,New Delhi,India,32.998
+2005-06-01,New Delhi,India,35.200
+2005-07-01,New Delhi,India,30.544
+2005-08-01,New Delhi,India,31.364
+2005-09-01,New Delhi,India,29.675
+2005-10-01,New Delhi,India,26.409
+2005-11-01,New Delhi,India,21.200
+2005-12-01,New Delhi,India,15.360
+2006-01-01,New Delhi,India,15.594
+2006-02-01,New Delhi,India,22.174
+2006-03-01,New Delhi,India,23.271
+2006-04-01,New Delhi,India,30.364
+2006-05-01,New Delhi,India,34.188
+2006-06-01,New Delhi,India,32.943
+2006-07-01,New Delhi,India,31.412
+2006-08-01,New Delhi,India,30.507
+2006-09-01,New Delhi,India,30.051
+2006-10-01,New Delhi,India,27.500
+2006-11-01,New Delhi,India,21.846
+2006-12-01,New Delhi,India,16.541
+2007-01-01,New Delhi,India,15.120
+2007-02-01,New Delhi,India,18.382
+2007-03-01,New Delhi,India,22.863
+2007-04-01,New Delhi,India,31.331
+2007-05-01,New Delhi,India,33.907
+2007-06-01,New Delhi,India,34.446
+2007-07-01,New Delhi,India,31.745
+2007-08-01,New Delhi,India,30.950
+2007-09-01,New Delhi,India,30.266
+2007-10-01,New Delhi,India,26.886
+2007-11-01,New Delhi,India,21.927
+2007-12-01,New Delhi,India,15.925
+2008-01-01,New Delhi,India,14.534
+2008-02-01,New Delhi,India,16.809
+2008-03-01,New Delhi,India,25.979
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+2011-02-01,Shenyang,China,-4.940
+2011-03-01,Shenyang,China,0.931
+2011-04-01,Shenyang,China,8.691
+2011-05-01,Shenyang,China,16.383
+2011-06-01,Shenyang,China,20.243
+2011-07-01,Shenyang,China,24.478
+2011-08-01,Shenyang,China,23.877
+2011-09-01,Shenyang,China,16.815
+2011-10-01,Shenyang,China,10.414
+2011-11-01,Shenyang,China,2.014
+2011-12-01,Shenyang,China,-8.642
+2012-01-01,Shenyang,China,-11.977
+2012-02-01,Shenyang,China,-8.049
+2012-03-01,Shenyang,China,0.007
+2012-04-01,Shenyang,China,9.632
+2012-05-01,Shenyang,China,17.554
+2012-06-01,Shenyang,China,20.282
+2012-07-01,Shenyang,China,24.264
+2012-08-01,Shenyang,China,23.669
+2012-09-01,Shenyang,China,17.700
+2012-10-01,Shenyang,China,9.708
+2012-11-01,Shenyang,China,-0.351
+2012-12-01,Shenyang,China,-11.968
+2013-01-01,Shenyang,China,-12.224
+2013-02-01,Shenyang,China,-8.242
+2013-03-01,Shenyang,China,-0.140
+2013-04-01,Shenyang,China,6.294
+2013-05-01,Shenyang,China,17.472
+2013-06-01,Shenyang,China,21.502
+2013-07-01,Shenyang,China,24.933
+2013-08-01,Shenyang,China,24.844
+2013-09-01,Shenyang,China,NaN
+2000-01-01,Singapore,Singapore,26.016
+2000-02-01,Singapore,Singapore,26.508
+2000-03-01,Singapore,Singapore,27.250
+2000-04-01,Singapore,Singapore,27.186
+2000-05-01,Singapore,Singapore,28.227
+2000-06-01,Singapore,Singapore,27.358
+2000-07-01,Singapore,Singapore,27.553
+2000-08-01,Singapore,Singapore,27.051
+2000-09-01,Singapore,Singapore,27.069
+2000-10-01,Singapore,Singapore,27.169
+2000-11-01,Singapore,Singapore,27.041
+2000-12-01,Singapore,Singapore,26.730
+2001-01-01,Singapore,Singapore,26.202
+2001-02-01,Singapore,Singapore,26.775
+2001-03-01,Singapore,Singapore,27.598
+2001-04-01,Singapore,Singapore,27.345
+2001-05-01,Singapore,Singapore,28.073
+2001-06-01,Singapore,Singapore,27.605
+2001-07-01,Singapore,Singapore,27.648
+2001-08-01,Singapore,Singapore,27.361
+2001-09-01,Singapore,Singapore,27.087
+2001-10-01,Singapore,Singapore,27.104
+2001-11-01,Singapore,Singapore,26.918
+2001-12-01,Singapore,Singapore,26.556
+2002-01-01,Singapore,Singapore,26.558
+2002-02-01,Singapore,Singapore,26.990
+2002-03-01,Singapore,Singapore,27.572
+2002-04-01,Singapore,Singapore,27.614
+2002-05-01,Singapore,Singapore,28.388
+2002-06-01,Singapore,Singapore,28.032
+2002-07-01,Singapore,Singapore,27.738
+2002-08-01,Singapore,Singapore,27.682
+2002-09-01,Singapore,Singapore,27.006
+2002-10-01,Singapore,Singapore,27.527
+2002-11-01,Singapore,Singapore,26.946
+2002-12-01,Singapore,Singapore,26.820
+2003-01-01,Singapore,Singapore,26.445
+2003-02-01,Singapore,Singapore,26.875
+2003-03-01,Singapore,Singapore,27.754
+2003-04-01,Singapore,Singapore,27.327
+2003-05-01,Singapore,Singapore,28.574
+2003-06-01,Singapore,Singapore,28.220
+2003-07-01,Singapore,Singapore,27.524
+2003-08-01,Singapore,Singapore,27.617
+2003-09-01,Singapore,Singapore,27.048
+2003-10-01,Singapore,Singapore,27.015
+2003-11-01,Singapore,Singapore,26.937
+2003-12-01,Singapore,Singapore,26.406
+2004-01-01,Singapore,Singapore,26.648
+2004-02-01,Singapore,Singapore,27.225
+2004-03-01,Singapore,Singapore,27.426
+2004-04-01,Singapore,Singapore,28.016
+2004-05-01,Singapore,Singapore,28.268
+2004-06-01,Singapore,Singapore,28.309
+2004-07-01,Singapore,Singapore,26.837
+2004-08-01,Singapore,Singapore,27.637
+2004-09-01,Singapore,Singapore,27.141
+2004-10-01,Singapore,Singapore,26.993
+2004-11-01,Singapore,Singapore,26.926
+2004-12-01,Singapore,Singapore,26.518
+2005-01-01,Singapore,Singapore,26.375
+2005-02-01,Singapore,Singapore,27.969
+2005-03-01,Singapore,Singapore,27.998
+2005-04-01,Singapore,Singapore,27.839
+2005-05-01,Singapore,Singapore,28.031
+2005-06-01,Singapore,Singapore,28.251
+2005-07-01,Singapore,Singapore,27.537
+2005-08-01,Singapore,Singapore,27.553
+2005-09-01,Singapore,Singapore,27.662
+2005-10-01,Singapore,Singapore,26.959
+2005-11-01,Singapore,Singapore,26.904
+2005-12-01,Singapore,Singapore,26.845
+2006-01-01,Singapore,Singapore,26.318
+2006-02-01,Singapore,Singapore,27.235
+2006-03-01,Singapore,Singapore,27.840
+2006-04-01,Singapore,Singapore,27.294
+2006-05-01,Singapore,Singapore,27.842
+2006-06-01,Singapore,Singapore,27.502
+2006-07-01,Singapore,Singapore,27.907
+2006-08-01,Singapore,Singapore,27.629
+2006-09-01,Singapore,Singapore,27.222
+2006-10-01,Singapore,Singapore,27.493
+2006-11-01,Singapore,Singapore,27.106
+2006-12-01,Singapore,Singapore,26.553
+2007-01-01,Singapore,Singapore,26.392
+2007-02-01,Singapore,Singapore,26.810
+2007-03-01,Singapore,Singapore,27.291
+2007-04-01,Singapore,Singapore,27.496
+2007-05-01,Singapore,Singapore,27.950
+2007-06-01,Singapore,Singapore,28.052
+2007-07-01,Singapore,Singapore,27.344
+2007-08-01,Singapore,Singapore,27.174
+2007-09-01,Singapore,Singapore,27.105
+2007-10-01,Singapore,Singapore,26.961
+2007-11-01,Singapore,Singapore,26.741
+2007-12-01,Singapore,Singapore,26.244
+2008-01-01,Singapore,Singapore,26.535
+2008-02-01,Singapore,Singapore,26.583
+2008-03-01,Singapore,Singapore,26.490
+2008-04-01,Singapore,Singapore,27.282
+2008-05-01,Singapore,Singapore,28.043
+2008-06-01,Singapore,Singapore,27.696
+2008-07-01,Singapore,Singapore,27.222
+2008-08-01,Singapore,Singapore,27.121
+2008-09-01,Singapore,Singapore,27.086
+2008-10-01,Singapore,Singapore,26.921
+2008-11-01,Singapore,Singapore,27.143
+2008-12-01,Singapore,Singapore,26.690
+2009-01-01,Singapore,Singapore,26.474
+2009-02-01,Singapore,Singapore,26.983
+2009-03-01,Singapore,Singapore,26.984
+2009-04-01,Singapore,Singapore,27.893
+2009-05-01,Singapore,Singapore,28.445
+2009-06-01,Singapore,Singapore,28.435
+2009-07-01,Singapore,Singapore,27.779
+2009-08-01,Singapore,Singapore,27.665
+2009-09-01,Singapore,Singapore,27.745
+2009-10-01,Singapore,Singapore,27.447
+2009-11-01,Singapore,Singapore,27.063
+2009-12-01,Singapore,Singapore,26.767
+2010-01-01,Singapore,Singapore,27.064
+2010-02-01,Singapore,Singapore,28.141
+2010-03-01,Singapore,Singapore,27.882
+2010-04-01,Singapore,Singapore,28.180
+2010-05-01,Singapore,Singapore,28.822
+2010-06-01,Singapore,Singapore,28.024
+2010-07-01,Singapore,Singapore,27.356
+2010-08-01,Singapore,Singapore,27.388
+2010-09-01,Singapore,Singapore,27.159
+2010-10-01,Singapore,Singapore,27.459
+2010-11-01,Singapore,Singapore,27.094
+2010-12-01,Singapore,Singapore,26.673
+2011-01-01,Singapore,Singapore,25.957
+2011-02-01,Singapore,Singapore,26.936
+2011-03-01,Singapore,Singapore,27.083
+2011-04-01,Singapore,Singapore,27.507
+2011-05-01,Singapore,Singapore,28.259
+2011-06-01,Singapore,Singapore,28.024
+2011-07-01,Singapore,Singapore,28.153
+2011-08-01,Singapore,Singapore,27.647
+2011-09-01,Singapore,Singapore,27.436
+2011-10-01,Singapore,Singapore,26.878
+2011-11-01,Singapore,Singapore,27.049
+2011-12-01,Singapore,Singapore,26.457
+2012-01-01,Singapore,Singapore,26.842
+2012-02-01,Singapore,Singapore,26.955
+2012-03-01,Singapore,Singapore,27.058
+2012-04-01,Singapore,Singapore,27.278
+2012-05-01,Singapore,Singapore,28.000
+2012-06-01,Singapore,Singapore,28.372
+2012-07-01,Singapore,Singapore,27.445
+2012-08-01,Singapore,Singapore,27.556
+2012-09-01,Singapore,Singapore,27.551
+2012-10-01,Singapore,Singapore,27.192
+2012-11-01,Singapore,Singapore,26.951
+2012-12-01,Singapore,Singapore,26.443
+2013-01-01,Singapore,Singapore,26.836
+2013-02-01,Singapore,Singapore,26.563
+2013-03-01,Singapore,Singapore,28.053
+2013-04-01,Singapore,Singapore,27.767
+2013-05-01,Singapore,Singapore,28.083
+2013-06-01,Singapore,Singapore,28.662
+2013-07-01,Singapore,Singapore,27.487
+2013-08-01,Singapore,Singapore,27.372
+2013-09-01,Singapore,Singapore,NaN
+2000-01-01,Surabaya,Indonesia,26.802
+2000-02-01,Surabaya,Indonesia,26.868
+2000-03-01,Surabaya,Indonesia,27.257
+2000-04-01,Surabaya,Indonesia,27.170
+2000-05-01,Surabaya,Indonesia,27.713
+2000-06-01,Surabaya,Indonesia,26.891
+2000-07-01,Surabaya,Indonesia,27.109
+2000-08-01,Surabaya,Indonesia,27.214
+2000-09-01,Surabaya,Indonesia,28.296
+2000-10-01,Surabaya,Indonesia,28.294
+2000-11-01,Surabaya,Indonesia,27.856
+2000-12-01,Surabaya,Indonesia,27.850
+2001-01-01,Surabaya,Indonesia,26.977
+2001-02-01,Surabaya,Indonesia,27.120
+2001-03-01,Surabaya,Indonesia,27.025
+2001-04-01,Surabaya,Indonesia,27.345
+2001-05-01,Surabaya,Indonesia,28.141
+2001-06-01,Surabaya,Indonesia,27.258
+2001-07-01,Surabaya,Indonesia,27.077
+2001-08-01,Surabaya,Indonesia,27.162
+2001-09-01,Surabaya,Indonesia,28.212
+2001-10-01,Surabaya,Indonesia,28.574
+2001-11-01,Surabaya,Indonesia,28.220
+2001-12-01,Surabaya,Indonesia,27.122
+2002-01-01,Surabaya,Indonesia,27.014
+2002-02-01,Surabaya,Indonesia,26.964
+2002-03-01,Surabaya,Indonesia,27.708
+2002-04-01,Surabaya,Indonesia,27.625
+2002-05-01,Surabaya,Indonesia,28.229
+2002-06-01,Surabaya,Indonesia,27.613
+2002-07-01,Surabaya,Indonesia,27.137
+2002-08-01,Surabaya,Indonesia,26.839
+2002-09-01,Surabaya,Indonesia,27.299
+2002-10-01,Surabaya,Indonesia,28.667
+2002-11-01,Surabaya,Indonesia,29.222
+2002-12-01,Surabaya,Indonesia,28.243
+2003-01-01,Surabaya,Indonesia,27.462
+2003-02-01,Surabaya,Indonesia,27.102
+2003-03-01,Surabaya,Indonesia,27.617
+2003-04-01,Surabaya,Indonesia,28.345
+2003-05-01,Surabaya,Indonesia,27.684
+2003-06-01,Surabaya,Indonesia,27.569
+2003-07-01,Surabaya,Indonesia,26.855
+2003-08-01,Surabaya,Indonesia,26.968
+2003-09-01,Surabaya,Indonesia,27.988
+2003-10-01,Surabaya,Indonesia,28.651
+2003-11-01,Surabaya,Indonesia,28.535
+2003-12-01,Surabaya,Indonesia,27.472
+2004-01-01,Surabaya,Indonesia,27.448
+2004-02-01,Surabaya,Indonesia,27.229
+2004-03-01,Surabaya,Indonesia,27.281
+2004-04-01,Surabaya,Indonesia,28.645
+2004-05-01,Surabaya,Indonesia,28.210
+2004-06-01,Surabaya,Indonesia,27.162
+2004-07-01,Surabaya,Indonesia,27.152
+2004-08-01,Surabaya,Indonesia,26.815
+2004-09-01,Surabaya,Indonesia,27.836
+2004-10-01,Surabaya,Indonesia,28.669
+2004-11-01,Surabaya,Indonesia,28.423
+2004-12-01,Surabaya,Indonesia,27.380
+2005-01-01,Surabaya,Indonesia,27.698
+2005-02-01,Surabaya,Indonesia,27.650
+2005-03-01,Surabaya,Indonesia,27.591
+2005-04-01,Surabaya,Indonesia,27.627
+2005-05-01,Surabaya,Indonesia,28.182
+2005-06-01,Surabaya,Indonesia,27.734
+2005-07-01,Surabaya,Indonesia,27.272
+2005-08-01,Surabaya,Indonesia,27.350
+2005-09-01,Surabaya,Indonesia,28.415
+2005-10-01,Surabaya,Indonesia,28.369
+2005-11-01,Surabaya,Indonesia,28.630
+2005-12-01,Surabaya,Indonesia,26.703
+2006-01-01,Surabaya,Indonesia,26.911
+2006-02-01,Surabaya,Indonesia,27.190
+2006-03-01,Surabaya,Indonesia,27.155
+2006-04-01,Surabaya,Indonesia,27.377
+2006-05-01,Surabaya,Indonesia,27.576
+2006-06-01,Surabaya,Indonesia,27.102
+2006-07-01,Surabaya,Indonesia,26.556
+2006-08-01,Surabaya,Indonesia,26.801
+2006-09-01,Surabaya,Indonesia,27.255
+2006-10-01,Surabaya,Indonesia,28.602
+2006-11-01,Surabaya,Indonesia,29.608
+2006-12-01,Surabaya,Indonesia,28.526
+2007-01-01,Surabaya,Indonesia,28.041
+2007-02-01,Surabaya,Indonesia,27.165
+2007-03-01,Surabaya,Indonesia,27.306
+2007-04-01,Surabaya,Indonesia,27.311
+2007-05-01,Surabaya,Indonesia,27.920
+2007-06-01,Surabaya,Indonesia,27.362
+2007-07-01,Surabaya,Indonesia,26.904
+2007-08-01,Surabaya,Indonesia,26.605
+2007-09-01,Surabaya,Indonesia,27.294
+2007-10-01,Surabaya,Indonesia,28.417
+2007-11-01,Surabaya,Indonesia,28.393
+2007-12-01,Surabaya,Indonesia,27.115
+2008-01-01,Surabaya,Indonesia,27.125
+2008-02-01,Surabaya,Indonesia,26.480
+2008-03-01,Surabaya,Indonesia,26.738
+2008-04-01,Surabaya,Indonesia,27.401
+2008-05-01,Surabaya,Indonesia,27.602
+2008-06-01,Surabaya,Indonesia,27.196
+2008-07-01,Surabaya,Indonesia,26.586
+2008-08-01,Surabaya,Indonesia,27.076
+2008-09-01,Surabaya,Indonesia,28.019
+2008-10-01,Surabaya,Indonesia,28.807
+2008-11-01,Surabaya,Indonesia,27.949
+2008-12-01,Surabaya,Indonesia,27.082
+2009-01-01,Surabaya,Indonesia,26.837
+2009-02-01,Surabaya,Indonesia,26.528
+2009-03-01,Surabaya,Indonesia,27.598
+2009-04-01,Surabaya,Indonesia,27.934
+2009-05-01,Surabaya,Indonesia,27.521
+2009-06-01,Surabaya,Indonesia,27.529
+2009-07-01,Surabaya,Indonesia,27.023
+2009-08-01,Surabaya,Indonesia,27.263
+2009-09-01,Surabaya,Indonesia,28.089
+2009-10-01,Surabaya,Indonesia,28.680
+2009-11-01,Surabaya,Indonesia,29.019
+2009-12-01,Surabaya,Indonesia,28.225
+2010-01-01,Surabaya,Indonesia,26.861
+2010-02-01,Surabaya,Indonesia,27.483
+2010-03-01,Surabaya,Indonesia,27.768
+2010-04-01,Surabaya,Indonesia,27.452
+2010-05-01,Surabaya,Indonesia,27.699
+2010-06-01,Surabaya,Indonesia,27.634
+2010-07-01,Surabaya,Indonesia,27.541
+2010-08-01,Surabaya,Indonesia,27.807
+2010-09-01,Surabaya,Indonesia,27.812
+2010-10-01,Surabaya,Indonesia,27.654
+2010-11-01,Surabaya,Indonesia,28.095
+2010-12-01,Surabaya,Indonesia,26.735
+2011-01-01,Surabaya,Indonesia,26.580
+2011-02-01,Surabaya,Indonesia,26.806
+2011-03-01,Surabaya,Indonesia,26.871
+2011-04-01,Surabaya,Indonesia,26.889
+2011-05-01,Surabaya,Indonesia,27.515
+2011-06-01,Surabaya,Indonesia,26.723
+2011-07-01,Surabaya,Indonesia,26.738
+2011-08-01,Surabaya,Indonesia,26.695
+2011-09-01,Surabaya,Indonesia,27.412
+2011-10-01,Surabaya,Indonesia,28.577
+2011-11-01,Surabaya,Indonesia,28.039
+2011-12-01,Surabaya,Indonesia,27.438
+2012-01-01,Surabaya,Indonesia,26.756
+2012-02-01,Surabaya,Indonesia,27.110
+2012-03-01,Surabaya,Indonesia,27.029
+2012-04-01,Surabaya,Indonesia,27.726
+2012-05-01,Surabaya,Indonesia,27.680
+2012-06-01,Surabaya,Indonesia,27.218
+2012-07-01,Surabaya,Indonesia,26.562
+2012-08-01,Surabaya,Indonesia,26.643
+2012-09-01,Surabaya,Indonesia,27.662
+2012-10-01,Surabaya,Indonesia,28.901
+2012-11-01,Surabaya,Indonesia,28.846
+2012-12-01,Surabaya,Indonesia,27.612
+2013-01-01,Surabaya,Indonesia,27.021
+2013-02-01,Surabaya,Indonesia,27.364
+2013-03-01,Surabaya,Indonesia,27.549
+2013-04-01,Surabaya,Indonesia,27.615
+2013-05-01,Surabaya,Indonesia,27.631
+2013-06-01,Surabaya,Indonesia,27.342
+2013-07-01,Surabaya,Indonesia,26.738
+2013-08-01,Surabaya,Indonesia,27.113
+2013-09-01,Surabaya,Indonesia,NaN
+2000-01-01,Surat,India,21.588
+2000-02-01,Surat,India,22.293
+2000-03-01,Surat,India,27.136
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+2000-05-01,Surat,India,31.760
+2000-06-01,Surat,India,30.919
+2000-07-01,Surat,India,28.011
+2000-08-01,Surat,India,28.326
+2000-09-01,Surat,India,28.465
+2000-10-01,Surat,India,28.131
+2000-11-01,Surat,India,24.804
+2000-12-01,Surat,India,21.201
+2001-01-01,Surat,India,20.390
+2001-02-01,Surat,India,23.241
+2001-03-01,Surat,India,27.348
+2001-04-01,Surat,India,30.731
+2001-05-01,Surat,India,32.321
+2001-06-01,Surat,India,29.704
+2001-07-01,Surat,India,27.592
+2001-08-01,Surat,India,27.674
+2001-09-01,Surat,India,28.985
+2001-10-01,Surat,India,27.866
+2001-11-01,Surat,India,24.836
+2001-12-01,Surat,India,22.079
+2002-01-01,Surat,India,20.265
+2002-02-01,Surat,India,23.781
+2002-03-01,Surat,India,28.265
+2002-04-01,Surat,India,31.796
+2002-05-01,Surat,India,33.351
+2002-06-01,Surat,India,30.972
+2002-07-01,Surat,India,29.188
+2002-08-01,Surat,India,27.234
+2002-09-01,Surat,India,27.834
+2002-10-01,Surat,India,28.459
+2002-11-01,Surat,India,24.694
+2002-12-01,Surat,India,22.334
+2003-01-01,Surat,India,21.703
+2003-02-01,Surat,India,24.246
+2003-03-01,Surat,India,27.939
+2003-04-01,Surat,India,31.526
+2003-05-01,Surat,India,32.785
+2003-06-01,Surat,India,31.251
+2003-07-01,Surat,India,28.381
+2003-08-01,Surat,India,27.662
+2003-09-01,Surat,India,27.524
+2003-10-01,Surat,India,27.170
+2003-11-01,Surat,India,25.347
+2003-12-01,Surat,India,21.237
+2004-01-01,Surat,India,20.512
+2004-02-01,Surat,India,23.402
+2004-03-01,Surat,India,29.543
+2004-04-01,Surat,India,31.761
+2004-05-01,Surat,India,32.659
+2004-06-01,Surat,India,30.799
+2004-07-01,Surat,India,28.941
+2004-08-01,Surat,India,27.106
+2004-09-01,Surat,India,28.449
+2004-10-01,Surat,India,26.699
+2004-11-01,Surat,India,25.474
+2004-12-01,Surat,India,22.142
+2005-01-01,Surat,India,19.813
+2005-02-01,Surat,India,23.029
+2005-03-01,Surat,India,28.036
+2005-04-01,Surat,India,30.904
+2005-05-01,Surat,India,32.539
+2005-06-01,Surat,India,31.536
+2005-07-01,Surat,India,28.612
+2005-08-01,Surat,India,27.508
+2005-09-01,Surat,India,27.614
+2005-10-01,Surat,India,26.948
+2005-11-01,Surat,India,23.836
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+2010-01-01,Tianjin,China,-5.305
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+2011-09-01,Tianjin,China,19.689
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+2011-11-01,Tianjin,China,6.299
+2011-12-01,Tianjin,China,-2.289
+2012-01-01,Tianjin,China,-4.463
+2012-02-01,Tianjin,China,-1.835
+2012-03-01,Tianjin,China,5.502
+2012-04-01,Tianjin,China,15.776
+2012-05-01,Tianjin,China,22.642
+2012-06-01,Tianjin,China,24.645
+2012-07-01,Tianjin,China,26.995
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+2012-09-01,Tianjin,China,20.506
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+2012-11-01,Tianjin,China,3.411
+2012-12-01,Tianjin,China,-5.264
+2013-01-01,Tianjin,China,-4.977
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+2013-03-01,Tianjin,China,6.534
+2013-04-01,Tianjin,China,12.220
+2013-05-01,Tianjin,China,22.102
+2013-06-01,Tianjin,China,24.366
+2013-07-01,Tianjin,China,27.056
+2013-08-01,Tianjin,China,27.054
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+2000-01-01,Tokyo,Japan,3.660
+2000-02-01,Tokyo,Japan,1.765
+2000-03-01,Tokyo,Japan,5.709
+2000-04-01,Tokyo,Japan,11.155
+2000-05-01,Tokyo,Japan,17.261
+2000-06-01,Tokyo,Japan,20.396
+2000-07-01,Tokyo,Japan,25.214
+2000-08-01,Tokyo,Japan,25.843
+2000-09-01,Tokyo,Japan,22.005
+2000-10-01,Tokyo,Japan,15.197
+2000-11-01,Tokyo,Japan,9.572
+2000-12-01,Tokyo,Japan,4.245
+2001-01-01,Tokyo,Japan,0.573
+2001-02-01,Tokyo,Japan,2.519
+2001-03-01,Tokyo,Japan,6.038
+2001-04-01,Tokyo,Japan,12.373
+2001-05-01,Tokyo,Japan,17.246
+2001-06-01,Tokyo,Japan,20.659
+2001-07-01,Tokyo,Japan,26.326
+2001-08-01,Tokyo,Japan,24.092
+2001-09-01,Tokyo,Japan,20.184
+2001-10-01,Tokyo,Japan,14.846
+2001-11-01,Tokyo,Japan,8.923
+2001-12-01,Tokyo,Japan,3.731
+2002-01-01,Tokyo,Japan,3.005
+2002-02-01,Tokyo,Japan,4.092
+2002-03-01,Tokyo,Japan,8.548
+2002-04-01,Tokyo,Japan,13.205
+2002-05-01,Tokyo,Japan,16.117
+2002-06-01,Tokyo,Japan,19.479
+2002-07-01,Tokyo,Japan,25.685
+2002-08-01,Tokyo,Japan,25.631
+2002-09-01,Tokyo,Japan,20.241
+2002-10-01,Tokyo,Japan,14.950
+2002-11-01,Tokyo,Japan,7.103
+2002-12-01,Tokyo,Japan,3.008
+2003-01-01,Tokyo,Japan,1.164
+2003-02-01,Tokyo,Japan,2.789
+2003-03-01,Tokyo,Japan,5.273
+2003-04-01,Tokyo,Japan,12.088
+2003-05-01,Tokyo,Japan,16.532
+2003-06-01,Tokyo,Japan,20.775
+2003-07-01,Tokyo,Japan,20.805
+2003-08-01,Tokyo,Japan,23.813
+2003-09-01,Tokyo,Japan,21.429
+2003-10-01,Tokyo,Japan,14.056
+2003-11-01,Tokyo,Japan,11.183
+2003-12-01,Tokyo,Japan,4.719
+2004-01-01,Tokyo,Japan,1.898
+2004-02-01,Tokyo,Japan,4.399
+2004-03-01,Tokyo,Japan,6.466
+2004-04-01,Tokyo,Japan,13.145
+2004-05-01,Tokyo,Japan,17.274
+2004-06-01,Tokyo,Japan,21.453
+2004-07-01,Tokyo,Japan,25.975
+2004-08-01,Tokyo,Japan,24.476
+2004-09-01,Tokyo,Japan,22.198
+2004-10-01,Tokyo,Japan,14.292
+2004-11-01,Tokyo,Japan,11.446
+2004-12-01,Tokyo,Japan,5.545
+2005-01-01,Tokyo,Japan,1.728
+2005-02-01,Tokyo,Japan,2.326
+2005-03-01,Tokyo,Japan,5.344
+2005-04-01,Tokyo,Japan,12.135
+2005-05-01,Tokyo,Japan,15.379
+2005-06-01,Tokyo,Japan,21.476
+2005-07-01,Tokyo,Japan,23.463
+2005-08-01,Tokyo,Japan,25.567
+2005-09-01,Tokyo,Japan,22.075
+2005-10-01,Tokyo,Japan,15.911
+2005-11-01,Tokyo,Japan,8.857
+2005-12-01,Tokyo,Japan,1.585
+2006-01-01,Tokyo,Japan,1.052
+2006-02-01,Tokyo,Japan,3.292
+2006-03-01,Tokyo,Japan,6.321
+2006-04-01,Tokyo,Japan,10.678
+2006-05-01,Tokyo,Japan,16.483
+2006-06-01,Tokyo,Japan,20.363
+2006-07-01,Tokyo,Japan,23.176
+2006-08-01,Tokyo,Japan,25.503
+2006-09-01,Tokyo,Japan,20.793
+2006-10-01,Tokyo,Japan,16.147
+2006-11-01,Tokyo,Japan,10.370
+2006-12-01,Tokyo,Japan,5.187
+2007-01-01,Tokyo,Japan,3.323
+2007-02-01,Tokyo,Japan,4.868
+2007-03-01,Tokyo,Japan,7.174
+2007-04-01,Tokyo,Japan,10.628
+2007-05-01,Tokyo,Japan,16.878
+2007-06-01,Tokyo,Japan,20.837
+2007-07-01,Tokyo,Japan,22.167
+2007-08-01,Tokyo,Japan,26.360
+2007-09-01,Tokyo,Japan,22.578
+2007-10-01,Tokyo,Japan,15.334
+2007-11-01,Tokyo,Japan,9.304
+2007-12-01,Tokyo,Japan,4.725
+2008-01-01,Tokyo,Japan,1.869
+2008-02-01,Tokyo,Japan,1.674
+2008-03-01,Tokyo,Japan,7.501
+2008-04-01,Tokyo,Japan,12.028
+2008-05-01,Tokyo,Japan,16.164
+2008-06-01,Tokyo,Japan,19.392
+2008-07-01,Tokyo,Japan,24.848
+2008-08-01,Tokyo,Japan,24.506
+2008-09-01,Tokyo,Japan,21.323
+2008-10-01,Tokyo,Japan,15.746
+2008-11-01,Tokyo,Japan,9.247
+2008-12-01,Tokyo,Japan,5.430
+2009-01-01,Tokyo,Japan,2.864
+2009-02-01,Tokyo,Japan,4.269
+2009-03-01,Tokyo,Japan,6.678
+2009-04-01,Tokyo,Japan,12.560
+2009-05-01,Tokyo,Japan,17.633
+2009-06-01,Tokyo,Japan,20.318
+2009-07-01,Tokyo,Japan,23.875
+2009-08-01,Tokyo,Japan,24.193
+2009-09-01,Tokyo,Japan,20.272
+2009-10-01,Tokyo,Japan,15.161
+2009-11-01,Tokyo,Japan,9.835
+2009-12-01,Tokyo,Japan,4.895
+2010-01-01,Tokyo,Japan,2.608
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+2010-03-01,Tokyo,Japan,6.103
+2010-04-01,Tokyo,Japan,9.589
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+2010-06-01,Tokyo,Japan,21.521
+2010-07-01,Tokyo,Japan,25.558
+2010-08-01,Tokyo,Japan,27.295
+2010-09-01,Tokyo,Japan,22.414
+2010-10-01,Tokyo,Japan,15.881
+2010-11-01,Tokyo,Japan,9.515
+2010-12-01,Tokyo,Japan,5.719
+2011-01-01,Tokyo,Japan,0.817
+2011-02-01,Tokyo,Japan,3.734
+2011-03-01,Tokyo,Japan,4.674
+2011-04-01,Tokyo,Japan,11.175
+2011-05-01,Tokyo,Japan,16.147
+2011-06-01,Tokyo,Japan,21.085
+2011-07-01,Tokyo,Japan,25.288
+2011-08-01,Tokyo,Japan,25.202
+2011-09-01,Tokyo,Japan,22.199
+2011-10-01,Tokyo,Japan,15.488
+2011-11-01,Tokyo,Japan,10.803
+2011-12-01,Tokyo,Japan,3.250
+2012-01-01,Tokyo,Japan,0.715
+2012-02-01,Tokyo,Japan,1.842
+2012-03-01,Tokyo,Japan,5.617
+2012-04-01,Tokyo,Japan,11.355
+2012-05-01,Tokyo,Japan,16.670
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+2012-07-01,Tokyo,Japan,24.444
+2012-08-01,Tokyo,Japan,26.681
+2012-09-01,Tokyo,Japan,23.275
+2012-10-01,Tokyo,Japan,15.722
+2012-11-01,Tokyo,Japan,8.718
+2012-12-01,Tokyo,Japan,2.961
+2013-01-01,Tokyo,Japan,1.288
+2013-02-01,Tokyo,Japan,2.046
+2013-03-01,Tokyo,Japan,7.955
+2013-04-01,Tokyo,Japan,11.310
+2013-05-01,Tokyo,Japan,16.757
+2013-06-01,Tokyo,Japan,20.927
+2013-07-01,Tokyo,Japan,24.645
+2013-08-01,Tokyo,Japan,26.364
+2013-09-01,Tokyo,Japan,NaN
+2000-01-01,Toronto,Canada,-7.373
+2000-02-01,Toronto,Canada,-4.177
+2000-03-01,Toronto,Canada,2.675
+2000-04-01,Toronto,Canada,4.968
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+2000-07-01,Toronto,Canada,18.296
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+2000-09-01,Toronto,Canada,14.296
+2000-10-01,Toronto,Canada,9.723
+2000-11-01,Toronto,Canada,1.849
+2000-12-01,Toronto,Canada,-8.854
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+2001-05-01,Toronto,Canada,13.708
+2001-06-01,Toronto,Canada,17.972
+2001-07-01,Toronto,Canada,19.042
+2001-08-01,Toronto,Canada,20.842
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+2001-10-01,Toronto,Canada,8.854
+2001-11-01,Toronto,Canada,5.793
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+2002-04-01,Toronto,Canada,5.922
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+2002-07-01,Toronto,Canada,21.593
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+2002-12-01,Toronto,Canada,-3.920
+2003-01-01,Toronto,Canada,-10.128
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+2003-04-01,Toronto,Canada,3.705
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+2003-06-01,Toronto,Canada,16.760
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+2004-01-01,Toronto,Canada,-11.382
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+2004-04-01,Toronto,Canada,5.605
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+2004-12-01,Toronto,Canada,-5.192
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+2005-09-01,Toronto,Canada,17.295
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+2005-12-01,Toronto,Canada,-5.162
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+2006-02-01,Toronto,Canada,-6.542
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+2006-04-01,Toronto,Canada,7.060
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+2006-06-01,Toronto,Canada,17.765
+2006-07-01,Toronto,Canada,21.605
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+2006-10-01,Toronto,Canada,7.264
+2006-11-01,Toronto,Canada,4.109
+2006-12-01,Toronto,Canada,-0.152
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+2007-10-01,Toronto,Canada,12.626
+2007-11-01,Toronto,Canada,1.098
+2007-12-01,Toronto,Canada,-4.405
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+2008-02-01,Toronto,Canada,-7.318
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+2008-04-01,Toronto,Canada,8.073
+2008-05-01,Toronto,Canada,10.277
+2008-06-01,Toronto,Canada,18.266
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+2008-09-01,Toronto,Canada,15.500
+2008-10-01,Toronto,Canada,7.650
+2008-11-01,Toronto,Canada,1.567
+2008-12-01,Toronto,Canada,-5.275
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+2009-02-01,Toronto,Canada,-5.920
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+2009-05-01,Toronto,Canada,11.776
+2009-06-01,Toronto,Canada,15.822
+2009-07-01,Toronto,Canada,17.408
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+2000-01-01,Umm Durman,Sudan,23.375
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+2006-08-01,Umm Durman,Sudan,30.662
+2006-09-01,Umm Durman,Sudan,30.995
+2006-10-01,Umm Durman,Sudan,32.042
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+2013-09-01,Umm Durman,Sudan,NaN
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+2009-10-01,Wuhan,China,20.775
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+2010-12-01,Wuhan,China,7.699
+2011-01-01,Wuhan,China,1.496
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+2012-11-01,Wuhan,China,11.214
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+2013-06-01,Wuhan,China,26.817
+2013-07-01,Wuhan,China,31.171
+2013-08-01,Wuhan,China,31.050
+2013-09-01,Wuhan,China,NaN
+2000-01-01,Xian,China,-2.819
+2000-02-01,Xian,China,0.943
+2000-03-01,Xian,China,8.997
+2000-04-01,Xian,China,13.714
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\ No newline at end of file
diff --git a/matplotlib/data/tem2.csv b/matplotlib/data/tem2.csv
new file mode 100644
index 0000000..c62acb1
--- /dev/null
+++ b/matplotlib/data/tem2.csv
@@ -0,0 +1,16501 @@
+date,city,country,avg_temp_c,year
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+2000-07-01,Abidjan,Côte D'Ivoire,24.870,2000
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+2001-01-01,Abidjan,Côte D'Ivoire,26.920,2001
+2001-02-01,Abidjan,Côte D'Ivoire,28.234,2001
+2001-03-01,Abidjan,Côte D'Ivoire,28.706,2001
+2001-04-01,Abidjan,Côte D'Ivoire,27.702,2001
+2001-05-01,Abidjan,Côte D'Ivoire,27.653,2001
+2001-06-01,Abidjan,Côte D'Ivoire,25.940,2001
+2001-07-01,Abidjan,Côte D'Ivoire,24.841,2001
+2001-08-01,Abidjan,Côte D'Ivoire,24.280,2001
+2001-09-01,Abidjan,Côte D'Ivoire,24.797,2001
+2001-10-01,Abidjan,Côte D'Ivoire,26.278,2001
+2001-11-01,Abidjan,Côte D'Ivoire,27.374,2001
+2001-12-01,Abidjan,Côte D'Ivoire,27.598,2001
+2002-01-01,Abidjan,Côte D'Ivoire,27.192,2002
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+2013-08-01,Addis Abeba,Ethiopia,19.005,2013
+2013-09-01,Addis Abeba,Ethiopia,NaN,2013
+2000-01-01,Ahmadabad,India,20.781,2000
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+2000-01-01,Bangalore,India,23.673,2000
+2000-02-01,Bangalore,India,25.351,2000
+2000-03-01,Bangalore,India,27.238,2000
+2000-04-01,Bangalore,India,28.501,2000
+2000-05-01,Bangalore,India,28.059,2000
+2000-06-01,Bangalore,India,25.140,2000
+2000-07-01,Bangalore,India,25.015,2000
+2000-08-01,Bangalore,India,24.333,2000
+2000-09-01,Bangalore,India,25.280,2000
+2000-10-01,Bangalore,India,24.635,2000
+2000-11-01,Bangalore,India,24.347,2000
+2000-12-01,Bangalore,India,22.483,2000
+2001-01-01,Bangalore,India,23.560,2001
+2001-02-01,Bangalore,India,26.108,2001
+2001-03-01,Bangalore,India,27.767,2001
+2001-04-01,Bangalore,India,27.794,2001
+2001-05-01,Bangalore,India,28.209,2001
+2001-06-01,Bangalore,India,25.634,2001
+2001-07-01,Bangalore,India,25.102,2001
+2001-08-01,Bangalore,India,24.799,2001
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+2001-12-01,Bangalore,India,22.920,2001
+2002-01-01,Bangalore,India,23.693,2002
+2002-02-01,Bangalore,India,25.066,2002
+2002-03-01,Bangalore,India,27.887,2002
+2002-04-01,Bangalore,India,29.099,2002
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+2003-01-01,Bangalore,India,23.672,2003
+2003-02-01,Bangalore,India,26.244,2003
+2003-03-01,Bangalore,India,27.893,2003
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+2003-06-01,Bangalore,India,27.045,2003
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+2004-01-01,Bangalore,India,23.564,2004
+2004-02-01,Bangalore,India,25.210,2004
+2004-03-01,Bangalore,India,27.987,2004
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+2004-12-01,Bangalore,India,22.948,2004
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+2005-02-01,Bangalore,India,25.618,2005
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+2006-03-01,Bangalore,India,27.239,2006
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+2006-09-01,Bangalore,India,25.278,2006
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+2006-12-01,Bangalore,India,22.983,2006
+2007-01-01,Bangalore,India,23.544,2007
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+2008-01-01,Bangalore,India,23.422,2008
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+2008-04-01,Bangalore,India,27.884,2008
+2008-05-01,Bangalore,India,28.126,2008
+2008-06-01,Bangalore,India,25.764,2008
+2008-07-01,Bangalore,India,25.211,2008
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+2008-09-01,Bangalore,India,25.287,2008
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+2008-11-01,Bangalore,India,24.209,2008
+2008-12-01,Bangalore,India,23.204,2008
+2009-01-01,Bangalore,India,23.185,2009
+2009-02-01,Bangalore,India,25.627,2009
+2009-03-01,Bangalore,India,27.573,2009
+2009-04-01,Bangalore,India,28.769,2009
+2009-05-01,Bangalore,India,27.906,2009
+2009-06-01,Bangalore,India,26.277,2009
+2009-07-01,Bangalore,India,25.122,2009
+2009-08-01,Bangalore,India,25.490,2009
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+2009-11-01,Bangalore,India,24.438,2009
+2009-12-01,Bangalore,India,23.565,2009
+2010-01-01,Bangalore,India,23.816,2010
+2010-02-01,Bangalore,India,25.878,2010
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+2010-04-01,Bangalore,India,29.218,2010
+2010-05-01,Bangalore,India,28.441,2010
+2010-06-01,Bangalore,India,26.123,2010
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+2010-12-01,Bangalore,India,22.719,2010
+2011-01-01,Bangalore,India,23.177,2011
+2011-02-01,Bangalore,India,24.554,2011
+2011-03-01,Bangalore,India,27.308,2011
+2011-04-01,Bangalore,India,27.662,2011
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+2011-06-01,Bangalore,India,25.922,2011
+2011-07-01,Bangalore,India,25.057,2011
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+2012-01-01,Bangalore,India,23.408,2012
+2012-02-01,Bangalore,India,25.513,2012
+2012-03-01,Bangalore,India,28.116,2012
+2012-04-01,Bangalore,India,28.699,2012
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+2013-01-01,Bangalore,India,24.168,2013
+2013-02-01,Bangalore,India,25.798,2013
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+2013-08-01,Bangalore,India,25.236,2013
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+2000-01-01,Bangkok,Thailand,25.980,2000
+2000-02-01,Bangkok,Thailand,26.564,2000
+2000-03-01,Bangkok,Thailand,28.626,2000
+2000-04-01,Bangkok,Thailand,28.881,2000
+2000-05-01,Bangkok,Thailand,28.978,2000
+2000-06-01,Bangkok,Thailand,28.080,2000
+2000-07-01,Bangkok,Thailand,27.905,2000
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+2000-09-01,Bangkok,Thailand,27.572,2000
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+2001-01-01,Bangkok,Thailand,26.847,2001
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+2001-03-01,Bangkok,Thailand,28.175,2001
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+2001-11-01,Bangkok,Thailand,25.188,2001
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+2002-01-01,Bangkok,Thailand,25.434,2002
+2002-02-01,Bangkok,Thailand,27.870,2002
+2002-03-01,Bangkok,Thailand,29.100,2002
+2002-04-01,Bangkok,Thailand,30.187,2002
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+2002-06-01,Bangkok,Thailand,28.897,2002
+2002-07-01,Bangkok,Thailand,28.726,2002
+2002-08-01,Bangkok,Thailand,27.763,2002
+2002-09-01,Bangkok,Thailand,27.557,2002
+2002-10-01,Bangkok,Thailand,27.695,2002
+2002-11-01,Bangkok,Thailand,26.806,2002
+2002-12-01,Bangkok,Thailand,26.702,2002
+2003-01-01,Bangkok,Thailand,25.460,2003
+2003-02-01,Bangkok,Thailand,27.870,2003
+2003-03-01,Bangkok,Thailand,28.665,2003
+2003-04-01,Bangkok,Thailand,30.278,2003
+2003-05-01,Bangkok,Thailand,29.545,2003
+2003-06-01,Bangkok,Thailand,28.677,2003
+2003-07-01,Bangkok,Thailand,27.743,2003
+2003-08-01,Bangkok,Thailand,28.286,2003
+2003-09-01,Bangkok,Thailand,27.553,2003
+2003-10-01,Bangkok,Thailand,27.273,2003
+2003-11-01,Bangkok,Thailand,27.512,2003
+2003-12-01,Bangkok,Thailand,24.618,2003
+2004-01-01,Bangkok,Thailand,25.905,2004
+2004-02-01,Bangkok,Thailand,26.543,2004
+2004-03-01,Bangkok,Thailand,29.393,2004
+2004-04-01,Bangkok,Thailand,30.662,2004
+2004-05-01,Bangkok,Thailand,28.972,2004
+2004-06-01,Bangkok,Thailand,28.213,2004
+2004-07-01,Bangkok,Thailand,28.320,2004
+2004-08-01,Bangkok,Thailand,28.136,2004
+2004-09-01,Bangkok,Thailand,27.666,2004
+2004-10-01,Bangkok,Thailand,27.495,2004
+2004-11-01,Bangkok,Thailand,27.604,2004
+2004-12-01,Bangkok,Thailand,24.663,2004
+2005-01-01,Bangkok,Thailand,25.323,2005
+2005-02-01,Bangkok,Thailand,28.225,2005
+2005-03-01,Bangkok,Thailand,28.825,2005
+2005-04-01,Bangkok,Thailand,30.210,2005
+2005-05-01,Bangkok,Thailand,30.023,2005
+2005-06-01,Bangkok,Thailand,29.096,2005
+2005-07-01,Bangkok,Thailand,28.241,2005
+2005-08-01,Bangkok,Thailand,28.255,2005
+2005-09-01,Bangkok,Thailand,27.846,2005
+2005-10-01,Bangkok,Thailand,27.514,2005
+2005-11-01,Bangkok,Thailand,26.702,2005
+2005-12-01,Bangkok,Thailand,24.832,2005
+2006-01-01,Bangkok,Thailand,25.842,2006
+2006-02-01,Bangkok,Thailand,27.943,2006
+2006-03-01,Bangkok,Thailand,29.421,2006
+2006-04-01,Bangkok,Thailand,29.770,2006
+2006-05-01,Bangkok,Thailand,28.846,2006
+2006-06-01,Bangkok,Thailand,28.531,2006
+2006-07-01,Bangkok,Thailand,28.237,2006
+2006-08-01,Bangkok,Thailand,27.902,2006
+2006-09-01,Bangkok,Thailand,27.820,2006
+2006-10-01,Bangkok,Thailand,27.660,2006
+2006-11-01,Bangkok,Thailand,27.815,2006
+2006-12-01,Bangkok,Thailand,25.230,2006
+2007-01-01,Bangkok,Thailand,25.776,2007
+2007-02-01,Bangkok,Thailand,27.089,2007
+2007-03-01,Bangkok,Thailand,29.758,2007
+2007-04-01,Bangkok,Thailand,29.932,2007
+2007-05-01,Bangkok,Thailand,28.608,2007
+2007-06-01,Bangkok,Thailand,29.063,2007
+2007-07-01,Bangkok,Thailand,27.907,2007
+2007-08-01,Bangkok,Thailand,28.375,2007
+2007-09-01,Bangkok,Thailand,28.025,2007
+2007-10-01,Bangkok,Thailand,27.141,2007
+2007-11-01,Bangkok,Thailand,25.519,2007
+2007-12-01,Bangkok,Thailand,26.253,2007
+2008-01-01,Bangkok,Thailand,25.772,2008
+2008-02-01,Bangkok,Thailand,26.988,2008
+2008-03-01,Bangkok,Thailand,28.764,2008
+2008-04-01,Bangkok,Thailand,29.468,2008
+2008-05-01,Bangkok,Thailand,28.547,2008
+2008-06-01,Bangkok,Thailand,28.467,2008
+2008-07-01,Bangkok,Thailand,28.066,2008
+2008-08-01,Bangkok,Thailand,28.331,2008
+2008-09-01,Bangkok,Thailand,27.812,2008
+2008-10-01,Bangkok,Thailand,27.606,2008
+2008-11-01,Bangkok,Thailand,25.874,2008
+2008-12-01,Bangkok,Thailand,24.076,2008
+2009-01-01,Bangkok,Thailand,23.707,2009
+2009-02-01,Bangkok,Thailand,27.786,2009
+2009-03-01,Bangkok,Thailand,29.048,2009
+2009-04-01,Bangkok,Thailand,29.973,2009
+2009-05-01,Bangkok,Thailand,28.865,2009
+2009-06-01,Bangkok,Thailand,28.603,2009
+2009-07-01,Bangkok,Thailand,28.224,2009
+2009-08-01,Bangkok,Thailand,28.844,2009
+2009-09-01,Bangkok,Thailand,28.308,2009
+2009-10-01,Bangkok,Thailand,27.564,2009
+2009-11-01,Bangkok,Thailand,26.533,2009
+2009-12-01,Bangkok,Thailand,25.973,2009
+2010-01-01,Bangkok,Thailand,26.615,2010
+2010-02-01,Bangkok,Thailand,28.760,2010
+2010-03-01,Bangkok,Thailand,29.791,2010
+2010-04-01,Bangkok,Thailand,31.086,2010
+2010-05-01,Bangkok,Thailand,31.115,2010
+2010-06-01,Bangkok,Thailand,29.844,2010
+2010-07-01,Bangkok,Thailand,28.924,2010
+2010-08-01,Bangkok,Thailand,28.144,2010
+2010-09-01,Bangkok,Thailand,28.399,2010
+2010-10-01,Bangkok,Thailand,26.985,2010
+2010-11-01,Bangkok,Thailand,26.825,2010
+2010-12-01,Bangkok,Thailand,25.955,2010
+2011-01-01,Bangkok,Thailand,25.387,2011
+2011-02-01,Bangkok,Thailand,27.597,2011
+2011-03-01,Bangkok,Thailand,26.634,2011
+2011-04-01,Bangkok,Thailand,28.915,2011
+2011-05-01,Bangkok,Thailand,29.260,2011
+2011-06-01,Bangkok,Thailand,28.760,2011
+2011-07-01,Bangkok,Thailand,28.277,2011
+2011-08-01,Bangkok,Thailand,28.157,2011
+2011-09-01,Bangkok,Thailand,27.870,2011
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+2011-11-01,Bangkok,Thailand,27.505,2011
+2011-12-01,Bangkok,Thailand,25.021,2011
+2012-01-01,Bangkok,Thailand,26.862,2012
+2012-02-01,Bangkok,Thailand,28.208,2012
+2012-03-01,Bangkok,Thailand,29.739,2012
+2012-04-01,Bangkok,Thailand,30.435,2012
+2012-05-01,Bangkok,Thailand,29.637,2012
+2012-06-01,Bangkok,Thailand,29.130,2012
+2012-07-01,Bangkok,Thailand,28.383,2012
+2012-08-01,Bangkok,Thailand,28.461,2012
+2012-09-01,Bangkok,Thailand,27.935,2012
+2012-10-01,Bangkok,Thailand,27.994,2012
+2012-11-01,Bangkok,Thailand,27.807,2012
+2012-12-01,Bangkok,Thailand,27.215,2012
+2013-01-01,Bangkok,Thailand,26.355,2013
+2013-02-01,Bangkok,Thailand,28.648,2013
+2013-03-01,Bangkok,Thailand,29.940,2013
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+2013-05-01,Bangkok,Thailand,30.927,2013
+2013-06-01,Bangkok,Thailand,28.771,2013
+2013-07-01,Bangkok,Thailand,28.155,2013
+2013-08-01,Bangkok,Thailand,28.351,2013
+2013-09-01,Bangkok,Thailand,NaN,2013
+2000-01-01,Belo Horizonte,Brazil,23.369,2000
+2000-02-01,Belo Horizonte,Brazil,23.617,2000
+2000-03-01,Belo Horizonte,Brazil,23.052,2000
+2000-04-01,Belo Horizonte,Brazil,21.899,2000
+2000-05-01,Belo Horizonte,Brazil,19.990,2000
+2000-06-01,Belo Horizonte,Brazil,18.741,2000
+2000-07-01,Belo Horizonte,Brazil,18.254,2000
+2000-08-01,Belo Horizonte,Brazil,20.606,2000
+2000-09-01,Belo Horizonte,Brazil,21.094,2000
+2000-10-01,Belo Horizonte,Brazil,24.267,2000
+2000-11-01,Belo Horizonte,Brazil,22.115,2000
+2000-12-01,Belo Horizonte,Brazil,23.335,2000
+2001-01-01,Belo Horizonte,Brazil,23.756,2001
+2001-02-01,Belo Horizonte,Brazil,24.895,2001
+2001-03-01,Belo Horizonte,Brazil,23.935,2001
+2001-04-01,Belo Horizonte,Brazil,23.389,2001
+2001-05-01,Belo Horizonte,Brazil,20.811,2001
+2001-06-01,Belo Horizonte,Brazil,19.593,2001
+2001-07-01,Belo Horizonte,Brazil,19.656,2001
+2001-08-01,Belo Horizonte,Brazil,20.245,2001
+2001-09-01,Belo Horizonte,Brazil,21.464,2001
+2001-10-01,Belo Horizonte,Brazil,21.951,2001
+2001-11-01,Belo Horizonte,Brazil,23.175,2001
+2001-12-01,Belo Horizonte,Brazil,22.828,2001
+2002-01-01,Belo Horizonte,Brazil,23.508,2002
+2002-02-01,Belo Horizonte,Brazil,23.204,2002
+2002-03-01,Belo Horizonte,Brazil,24.183,2002
+2002-04-01,Belo Horizonte,Brazil,23.358,2002
+2002-05-01,Belo Horizonte,Brazil,21.326,2002
+2002-06-01,Belo Horizonte,Brazil,20.188,2002
+2002-07-01,Belo Horizonte,Brazil,19.450,2002
+2002-08-01,Belo Horizonte,Brazil,21.870,2002
+2002-09-01,Belo Horizonte,Brazil,21.219,2002
+2002-10-01,Belo Horizonte,Brazil,24.423,2002
+2002-11-01,Belo Horizonte,Brazil,23.549,2002
+2002-12-01,Belo Horizonte,Brazil,23.690,2002
+2003-01-01,Belo Horizonte,Brazil,23.418,2003
+2003-02-01,Belo Horizonte,Brazil,24.666,2003
+2003-03-01,Belo Horizonte,Brazil,23.662,2003
+2003-04-01,Belo Horizonte,Brazil,22.724,2003
+2003-05-01,Belo Horizonte,Brazil,19.832,2003
+2003-06-01,Belo Horizonte,Brazil,20.055,2003
+2003-07-01,Belo Horizonte,Brazil,19.159,2003
+2003-08-01,Belo Horizonte,Brazil,20.243,2003
+2003-09-01,Belo Horizonte,Brazil,21.610,2003
+2003-10-01,Belo Horizonte,Brazil,22.701,2003
+2003-11-01,Belo Horizonte,Brazil,23.177,2003
+2003-12-01,Belo Horizonte,Brazil,23.700,2003
+2004-01-01,Belo Horizonte,Brazil,23.162,2004
+2004-02-01,Belo Horizonte,Brazil,22.587,2004
+2004-03-01,Belo Horizonte,Brazil,22.962,2004
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+2002-05-01,Chengdu,China,14.815,2002
+2002-06-01,Chengdu,China,19.021,2002
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+2002-09-01,Chengdu,China,16.571,2002
+2002-10-01,Chengdu,China,11.834,2002
+2002-11-01,Chengdu,China,6.905,2002
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+2006-01-01,Chengdu,China,1.865,2006
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+2006-04-01,Chengdu,China,12.356,2006
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+2006-06-01,Chengdu,China,18.724,2006
+2006-07-01,Chengdu,China,21.839,2006
+2006-08-01,Chengdu,China,21.535,2006
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+2006-12-01,Chengdu,China,1.761,2006
+2007-01-01,Chengdu,China,0.414,2007
+2007-02-01,Chengdu,China,5.517,2007
+2007-03-01,Chengdu,China,8.680,2007
+2007-04-01,Chengdu,China,11.806,2007
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+2007-06-01,Chengdu,China,18.232,2007
+2007-07-01,Chengdu,China,19.756,2007
+2007-08-01,Chengdu,China,20.658,2007
+2007-09-01,Chengdu,China,16.181,2007
+2007-10-01,Chengdu,China,11.785,2007
+2007-11-01,Chengdu,China,7.093,2007
+2007-12-01,Chengdu,China,2.478,2007
+2008-01-01,Chengdu,China,0.271,2008
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+2008-04-01,Chengdu,China,12.375,2008
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+2010-03-01,Chengdu,China,8.233,2010
+2010-04-01,Chengdu,China,10.639,2010
+2010-05-01,Chengdu,China,15.476,2010
+2010-06-01,Chengdu,China,17.266,2010
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+2010-09-01,Chengdu,China,17.100,2010
+2010-10-01,Chengdu,China,11.582,2010
+2010-11-01,Chengdu,China,6.951,2010
+2010-12-01,Chengdu,China,1.550,2010
+2011-01-01,Chengdu,China,-1.447,2011
+2011-02-01,Chengdu,China,4.183,2011
+2011-03-01,Chengdu,China,5.711,2011
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+2011-06-01,Chengdu,China,18.834,2011
+2011-07-01,Chengdu,China,19.374,2011
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+2011-11-01,Chengdu,China,8.128,2011
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+2012-02-01,Chengdu,China,2.743,2012
+2012-03-01,Chengdu,China,7.367,2012
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+2012-05-01,Chengdu,China,16.385,2012
+2012-06-01,Chengdu,China,17.488,2012
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+2012-08-01,Chengdu,China,20.613,2012
+2012-09-01,Chengdu,China,15.507,2012
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+2012-11-01,Chengdu,China,6.577,2012
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+2013-01-01,Chengdu,China,0.614,2013
+2013-02-01,Chengdu,China,5.714,2013
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+2013-07-01,Chengdu,China,21.264,2013
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+2013-09-01,Chengdu,China,NaN,2013
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+2008-08-01,Dakar,Senegal,28.533,2008
+2008-09-01,Dakar,Senegal,28.524,2008
+2008-10-01,Dakar,Senegal,28.118,2008
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+2008-12-01,Dakar,Senegal,23.217,2008
+2009-01-01,Dakar,Senegal,20.575,2009
+2009-02-01,Dakar,Senegal,20.612,2009
+2009-03-01,Dakar,Senegal,20.717,2009
+2009-04-01,Dakar,Senegal,21.726,2009
+2009-05-01,Dakar,Senegal,23.692,2009
+2009-06-01,Dakar,Senegal,26.433,2009
+2009-07-01,Dakar,Senegal,28.802,2009
+2009-08-01,Dakar,Senegal,28.932,2009
+2009-09-01,Dakar,Senegal,28.365,2009
+2009-10-01,Dakar,Senegal,28.855,2009
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+2009-12-01,Dakar,Senegal,24.386,2009
+2010-01-01,Dakar,Senegal,23.188,2010
+2010-02-01,Dakar,Senegal,23.374,2010
+2010-03-01,Dakar,Senegal,23.956,2010
+2010-04-01,Dakar,Senegal,22.933,2010
+2010-05-01,Dakar,Senegal,24.411,2010
+2010-06-01,Dakar,Senegal,27.084,2010
+2010-07-01,Dakar,Senegal,28.868,2010
+2010-08-01,Dakar,Senegal,29.053,2010
+2010-09-01,Dakar,Senegal,28.763,2010
+2010-10-01,Dakar,Senegal,28.589,2010
+2010-11-01,Dakar,Senegal,27.493,2010
+2010-12-01,Dakar,Senegal,25.532,2010
+2011-01-01,Dakar,Senegal,22.997,2011
+2011-02-01,Dakar,Senegal,21.859,2011
+2011-03-01,Dakar,Senegal,21.432,2011
+2011-04-01,Dakar,Senegal,22.218,2011
+2011-05-01,Dakar,Senegal,23.029,2011
+2011-06-01,Dakar,Senegal,26.627,2011
+2011-07-01,Dakar,Senegal,28.547,2011
+2011-08-01,Dakar,Senegal,28.794,2011
+2011-09-01,Dakar,Senegal,29.095,2011
+2011-10-01,Dakar,Senegal,29.228,2011
+2011-11-01,Dakar,Senegal,26.805,2011
+2011-12-01,Dakar,Senegal,24.301,2011
+2012-01-01,Dakar,Senegal,22.271,2012
+2012-02-01,Dakar,Senegal,21.045,2012
+2012-03-01,Dakar,Senegal,22.603,2012
+2012-04-01,Dakar,Senegal,21.903,2012
+2012-05-01,Dakar,Senegal,24.753,2012
+2012-06-01,Dakar,Senegal,27.150,2012
+2012-07-01,Dakar,Senegal,28.420,2012
+2012-08-01,Dakar,Senegal,28.872,2012
+2012-09-01,Dakar,Senegal,28.584,2012
+2012-10-01,Dakar,Senegal,28.962,2012
+2012-11-01,Dakar,Senegal,27.649,2012
+2012-12-01,Dakar,Senegal,23.464,2012
+2013-01-01,Dakar,Senegal,21.994,2013
+2013-02-01,Dakar,Senegal,22.354,2013
+2013-03-01,Dakar,Senegal,22.667,2013
+2013-04-01,Dakar,Senegal,21.754,2013
+2013-05-01,Dakar,Senegal,24.855,2013
+2013-06-01,Dakar,Senegal,26.944,2013
+2013-07-01,Dakar,Senegal,28.637,2013
+2013-08-01,Dakar,Senegal,28.358,2013
+2013-09-01,Dakar,Senegal,NaN,2013
+2000-01-01,Dalian,China,-6.742,2000
+2000-02-01,Dalian,China,-3.186,2000
+2000-03-01,Dalian,China,4.943,2000
+2000-04-01,Dalian,China,11.058,2000
+2000-05-01,Dalian,China,16.532,2000
+2000-06-01,Dalian,China,22.892,2000
+2000-07-01,Dalian,China,25.579,2000
+2000-08-01,Dalian,China,24.946,2000
+2000-09-01,Dalian,China,21.215,2000
+2000-10-01,Dalian,China,12.789,2000
+2000-11-01,Dalian,China,4.385,2000
+2000-12-01,Dalian,China,-0.718,2000
+2001-01-01,Dalian,China,-6.269,2001
+2001-02-01,Dalian,China,-2.753,2001
+2001-03-01,Dalian,China,3.603,2001
+2001-04-01,Dalian,China,11.151,2001
+2001-05-01,Dalian,China,18.570,2001
+2001-06-01,Dalian,China,22.228,2001
+2001-07-01,Dalian,China,24.356,2001
+2001-08-01,Dalian,China,24.062,2001
+2001-09-01,Dalian,China,20.490,2001
+2001-10-01,Dalian,China,14.609,2001
+2001-11-01,Dalian,China,6.116,2001
+2001-12-01,Dalian,China,-2.256,2001
+2002-01-01,Dalian,China,-0.768,2002
+2002-02-01,Dalian,China,1.982,2002
+2002-03-01,Dalian,China,6.825,2002
+2002-04-01,Dalian,China,11.337,2002
+2002-05-01,Dalian,China,18.075,2002
+2002-06-01,Dalian,China,20.194,2002
+2002-07-01,Dalian,China,24.469,2002
+2002-08-01,Dalian,China,23.857,2002
+2002-09-01,Dalian,China,20.918,2002
+2002-10-01,Dalian,China,11.260,2002
+2002-11-01,Dalian,China,3.243,2002
+2002-12-01,Dalian,China,-2.292,2002
+2003-01-01,Dalian,China,-4.020,2003
+2003-02-01,Dalian,China,-0.157,2003
+2003-03-01,Dalian,China,3.992,2003
+2003-04-01,Dalian,China,11.736,2003
+2003-05-01,Dalian,China,17.406,2003
+2003-06-01,Dalian,China,20.714,2003
+2003-07-01,Dalian,China,22.810,2003
+2003-08-01,Dalian,China,23.651,2003
+2003-09-01,Dalian,China,20.350,2003
+2003-10-01,Dalian,China,13.545,2003
+2003-11-01,Dalian,China,5.283,2003
+2003-12-01,Dalian,China,-0.078,2003
+2004-01-01,Dalian,China,-3.345,2004
+2004-02-01,Dalian,China,1.002,2004
+2004-03-01,Dalian,China,4.744,2004
+2004-04-01,Dalian,China,12.285,2004
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+2004-07-01,Dalian,China,23.502,2004
+2004-08-01,Dalian,China,23.321,2004
+2004-09-01,Dalian,China,20.705,2004
+2004-10-01,Dalian,China,14.546,2004
+2004-11-01,Dalian,China,7.185,2004
+2004-12-01,Dalian,China,-0.638,2004
+2005-01-01,Dalian,China,-3.797,2005
+2005-02-01,Dalian,China,-4.406,2005
+2005-03-01,Dalian,China,2.732,2005
+2005-04-01,Dalian,China,11.799,2005
+2005-05-01,Dalian,China,15.846,2005
+2005-06-01,Dalian,China,21.201,2005
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+2005-08-01,Dalian,China,24.043,2005
+2005-09-01,Dalian,China,20.990,2005
+2005-10-01,Dalian,China,14.358,2005
+2005-11-01,Dalian,China,7.888,2005
+2005-12-01,Dalian,China,-3.675,2005
+2006-01-01,Dalian,China,-2.743,2006
+2006-02-01,Dalian,China,-2.353,2006
+2006-03-01,Dalian,China,4.170,2006
+2006-04-01,Dalian,China,9.361,2006
+2006-05-01,Dalian,China,17.019,2006
+2006-06-01,Dalian,China,21.349,2006
+2006-07-01,Dalian,China,23.075,2006
+2006-08-01,Dalian,China,24.855,2006
+2006-09-01,Dalian,China,20.558,2006
+2006-10-01,Dalian,China,15.906,2006
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+2006-12-01,Dalian,China,-0.584,2006
+2007-01-01,Dalian,China,-1.955,2007
+2007-02-01,Dalian,China,2.784,2007
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+2007-05-01,Dalian,China,17.903,2007
+2007-06-01,Dalian,China,21.992,2007
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+2007-12-01,Dalian,China,0.356,2007
+2008-01-01,Dalian,China,-4.168,2008
+2008-02-01,Dalian,China,-1.910,2008
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+2008-09-01,Dalian,China,20.847,2008
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+2008-11-01,Dalian,China,6.685,2008
+2008-12-01,Dalian,China,-0.307,2008
+2009-01-01,Dalian,China,-2.891,2009
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+2009-12-01,Dalian,China,-2.304,2009
+2010-01-01,Dalian,China,-5.459,2010
+2010-02-01,Dalian,China,-2.497,2010
+2010-03-01,Dalian,China,1.549,2010
+2010-04-01,Dalian,China,7.957,2010
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+2010-06-01,Dalian,China,20.849,2010
+2010-07-01,Dalian,China,24.738,2010
+2010-08-01,Dalian,China,23.929,2010
+2010-09-01,Dalian,China,20.036,2010
+2010-10-01,Dalian,China,12.614,2010
+2010-11-01,Dalian,China,6.808,2010
+2010-12-01,Dalian,China,-1.263,2010
+2011-01-01,Dalian,China,-6.268,2011
+2011-02-01,Dalian,China,-1.449,2011
+2011-03-01,Dalian,China,3.957,2011
+2011-04-01,Dalian,China,10.287,2011
+2011-05-01,Dalian,China,17.134,2011
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+2011-08-01,Dalian,China,24.168,2011
+2011-09-01,Dalian,China,19.381,2011
+2011-10-01,Dalian,China,14.157,2011
+2011-11-01,Dalian,China,7.190,2011
+2011-12-01,Dalian,China,-1.779,2011
+2012-01-01,Dalian,China,-4.944,2012
+2012-02-01,Dalian,China,-3.195,2012
+2012-03-01,Dalian,China,2.545,2012
+2012-04-01,Dalian,China,11.054,2012
+2012-05-01,Dalian,China,18.535,2012
+2012-06-01,Dalian,China,20.412,2012
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+2012-09-01,Dalian,China,20.082,2012
+2012-10-01,Dalian,China,14.048,2012
+2012-11-01,Dalian,China,4.579,2012
+2012-12-01,Dalian,China,-4.878,2012
+2013-01-01,Dalian,China,-5.059,2013
+2013-02-01,Dalian,China,-3.042,2013
+2013-03-01,Dalian,China,2.809,2013
+2013-04-01,Dalian,China,8.195,2013
+2013-05-01,Dalian,China,17.696,2013
+2013-06-01,Dalian,China,20.802,2013
+2013-07-01,Dalian,China,24.401,2013
+2013-08-01,Dalian,China,25.763,2013
+2013-09-01,Dalian,China,NaN,2013
+2000-01-01,Dar Es Salaam,Tanzania,28.068,2000
+2000-02-01,Dar Es Salaam,Tanzania,28.307,2000
+2000-03-01,Dar Es Salaam,Tanzania,27.846,2000
+2000-04-01,Dar Es Salaam,Tanzania,27.023,2000
+2000-05-01,Dar Es Salaam,Tanzania,25.885,2000
+2000-06-01,Dar Es Salaam,Tanzania,24.946,2000
+2000-07-01,Dar Es Salaam,Tanzania,24.088,2000
+2000-08-01,Dar Es Salaam,Tanzania,24.168,2000
+2000-09-01,Dar Es Salaam,Tanzania,24.176,2000
+2000-10-01,Dar Es Salaam,Tanzania,25.192,2000
+2000-11-01,Dar Es Salaam,Tanzania,27.000,2000
+2000-12-01,Dar Es Salaam,Tanzania,27.503,2000
+2001-01-01,Dar Es Salaam,Tanzania,27.431,2001
+2001-02-01,Dar Es Salaam,Tanzania,28.149,2001
+2001-03-01,Dar Es Salaam,Tanzania,28.259,2001
+2001-04-01,Dar Es Salaam,Tanzania,26.842,2001
+2001-05-01,Dar Es Salaam,Tanzania,26.446,2001
+2001-06-01,Dar Es Salaam,Tanzania,24.991,2001
+2001-07-01,Dar Es Salaam,Tanzania,24.264,2001
+2001-08-01,Dar Es Salaam,Tanzania,24.285,2001
+2001-09-01,Dar Es Salaam,Tanzania,24.365,2001
+2001-10-01,Dar Es Salaam,Tanzania,25.299,2001
+2001-11-01,Dar Es Salaam,Tanzania,26.957,2001
+2001-12-01,Dar Es Salaam,Tanzania,28.015,2001
+2002-01-01,Dar Es Salaam,Tanzania,28.264,2002
+2002-02-01,Dar Es Salaam,Tanzania,28.235,2002
+2002-03-01,Dar Es Salaam,Tanzania,28.257,2002
+2002-04-01,Dar Es Salaam,Tanzania,27.117,2002
+2002-05-01,Dar Es Salaam,Tanzania,26.461,2002
+2002-06-01,Dar Es Salaam,Tanzania,25.237,2002
+2002-07-01,Dar Es Salaam,Tanzania,24.736,2002
+2002-08-01,Dar Es Salaam,Tanzania,24.093,2002
+2002-09-01,Dar Es Salaam,Tanzania,24.335,2002
+2002-10-01,Dar Es Salaam,Tanzania,25.097,2002
+2002-11-01,Dar Es Salaam,Tanzania,26.811,2002
+2002-12-01,Dar Es Salaam,Tanzania,27.666,2002
+2003-01-01,Dar Es Salaam,Tanzania,28.100,2003
+2003-02-01,Dar Es Salaam,Tanzania,28.744,2003
+2003-03-01,Dar Es Salaam,Tanzania,29.124,2003
+2003-04-01,Dar Es Salaam,Tanzania,28.075,2003
+2003-05-01,Dar Es Salaam,Tanzania,26.907,2003
+2003-06-01,Dar Es Salaam,Tanzania,25.613,2003
+2003-07-01,Dar Es Salaam,Tanzania,24.188,2003
+2003-08-01,Dar Es Salaam,Tanzania,24.099,2003
+2003-09-01,Dar Es Salaam,Tanzania,24.814,2003
+2003-10-01,Dar Es Salaam,Tanzania,25.510,2003
+2003-11-01,Dar Es Salaam,Tanzania,27.055,2003
+2003-12-01,Dar Es Salaam,Tanzania,28.083,2003
+2004-01-01,Dar Es Salaam,Tanzania,28.750,2004
+2004-02-01,Dar Es Salaam,Tanzania,27.695,2004
+2004-03-01,Dar Es Salaam,Tanzania,28.175,2004
+2004-04-01,Dar Es Salaam,Tanzania,26.925,2004
+2004-05-01,Dar Es Salaam,Tanzania,26.411,2004
+2004-06-01,Dar Es Salaam,Tanzania,24.845,2004
+2004-07-01,Dar Es Salaam,Tanzania,24.334,2004
+2004-08-01,Dar Es Salaam,Tanzania,24.114,2004
+2004-09-01,Dar Es Salaam,Tanzania,24.988,2004
+2004-10-01,Dar Es Salaam,Tanzania,25.450,2004
+2004-11-01,Dar Es Salaam,Tanzania,26.796,2004
+2004-12-01,Dar Es Salaam,Tanzania,27.624,2004
+2005-01-01,Dar Es Salaam,Tanzania,28.511,2005
+2005-02-01,Dar Es Salaam,Tanzania,29.114,2005
+2005-03-01,Dar Es Salaam,Tanzania,28.810,2005
+2005-04-01,Dar Es Salaam,Tanzania,28.162,2005
+2005-05-01,Dar Es Salaam,Tanzania,26.782,2005
+2005-06-01,Dar Es Salaam,Tanzania,26.124,2005
+2005-07-01,Dar Es Salaam,Tanzania,24.470,2005
+2005-08-01,Dar Es Salaam,Tanzania,24.107,2005
+2005-09-01,Dar Es Salaam,Tanzania,24.984,2005
+2005-10-01,Dar Es Salaam,Tanzania,25.337,2005
+2005-11-01,Dar Es Salaam,Tanzania,26.767,2005
+2005-12-01,Dar Es Salaam,Tanzania,28.387,2005
+2006-01-01,Dar Es Salaam,Tanzania,28.651,2006
+2006-02-01,Dar Es Salaam,Tanzania,29.131,2006
+2006-03-01,Dar Es Salaam,Tanzania,28.026,2006
+2006-04-01,Dar Es Salaam,Tanzania,26.930,2006
+2006-05-01,Dar Es Salaam,Tanzania,26.067,2006
+2006-06-01,Dar Es Salaam,Tanzania,25.039,2006
+2006-07-01,Dar Es Salaam,Tanzania,24.373,2006
+2006-08-01,Dar Es Salaam,Tanzania,24.397,2006
+2006-09-01,Dar Es Salaam,Tanzania,24.605,2006
+2006-10-01,Dar Es Salaam,Tanzania,25.399,2006
+2006-11-01,Dar Es Salaam,Tanzania,26.485,2006
+2006-12-01,Dar Es Salaam,Tanzania,27.240,2006
+2007-01-01,Dar Es Salaam,Tanzania,28.151,2007
+2007-02-01,Dar Es Salaam,Tanzania,28.726,2007
+2007-03-01,Dar Es Salaam,Tanzania,28.170,2007
+2007-04-01,Dar Es Salaam,Tanzania,27.196,2007
+2007-05-01,Dar Es Salaam,Tanzania,26.536,2007
+2007-06-01,Dar Es Salaam,Tanzania,25.015,2007
+2007-07-01,Dar Es Salaam,Tanzania,24.459,2007
+2007-08-01,Dar Es Salaam,Tanzania,24.467,2007
+2007-09-01,Dar Es Salaam,Tanzania,24.963,2007
+2007-10-01,Dar Es Salaam,Tanzania,25.365,2007
+2007-11-01,Dar Es Salaam,Tanzania,26.595,2007
+2007-12-01,Dar Es Salaam,Tanzania,27.770,2007
+2008-01-01,Dar Es Salaam,Tanzania,28.129,2008
+2008-02-01,Dar Es Salaam,Tanzania,27.609,2008
+2008-03-01,Dar Es Salaam,Tanzania,27.821,2008
+2008-04-01,Dar Es Salaam,Tanzania,26.161,2008
+2008-05-01,Dar Es Salaam,Tanzania,25.952,2008
+2008-06-01,Dar Es Salaam,Tanzania,24.447,2008
+2008-07-01,Dar Es Salaam,Tanzania,24.102,2008
+2008-08-01,Dar Es Salaam,Tanzania,24.195,2008
+2008-09-01,Dar Es Salaam,Tanzania,24.674,2008
+2008-10-01,Dar Es Salaam,Tanzania,25.814,2008
+2008-11-01,Dar Es Salaam,Tanzania,27.058,2008
+2008-12-01,Dar Es Salaam,Tanzania,28.133,2008
+2009-01-01,Dar Es Salaam,Tanzania,28.776,2009
+2009-02-01,Dar Es Salaam,Tanzania,28.156,2009
+2009-03-01,Dar Es Salaam,Tanzania,28.339,2009
+2009-04-01,Dar Es Salaam,Tanzania,27.417,2009
+2009-05-01,Dar Es Salaam,Tanzania,26.530,2009
+2009-06-01,Dar Es Salaam,Tanzania,25.803,2009
+2009-07-01,Dar Es Salaam,Tanzania,24.549,2009
+2009-08-01,Dar Es Salaam,Tanzania,24.392,2009
+2009-09-01,Dar Es Salaam,Tanzania,24.936,2009
+2009-10-01,Dar Es Salaam,Tanzania,25.653,2009
+2009-11-01,Dar Es Salaam,Tanzania,27.304,2009
+2009-12-01,Dar Es Salaam,Tanzania,28.165,2009
+2010-01-01,Dar Es Salaam,Tanzania,28.256,2010
+2010-02-01,Dar Es Salaam,Tanzania,29.085,2010
+2010-03-01,Dar Es Salaam,Tanzania,28.994,2010
+2010-04-01,Dar Es Salaam,Tanzania,27.574,2010
+2010-05-01,Dar Es Salaam,Tanzania,26.893,2010
+2010-06-01,Dar Es Salaam,Tanzania,25.622,2010
+2010-07-01,Dar Es Salaam,Tanzania,24.566,2010
+2010-08-01,Dar Es Salaam,Tanzania,24.379,2010
+2010-09-01,Dar Es Salaam,Tanzania,24.518,2010
+2010-10-01,Dar Es Salaam,Tanzania,25.638,2010
+2010-11-01,Dar Es Salaam,Tanzania,27.114,2010
+2010-12-01,Dar Es Salaam,Tanzania,27.814,2010
+2011-01-01,Dar Es Salaam,Tanzania,28.541,2011
+2011-02-01,Dar Es Salaam,Tanzania,28.607,2011
+2011-03-01,Dar Es Salaam,Tanzania,28.326,2011
+2011-04-01,Dar Es Salaam,Tanzania,27.168,2011
+2011-05-01,Dar Es Salaam,Tanzania,26.486,2011
+2011-06-01,Dar Es Salaam,Tanzania,25.490,2011
+2011-07-01,Dar Es Salaam,Tanzania,24.618,2011
+2011-08-01,Dar Es Salaam,Tanzania,24.473,2011
+2011-09-01,Dar Es Salaam,Tanzania,25.042,2011
+2011-10-01,Dar Es Salaam,Tanzania,25.524,2011
+2011-11-01,Dar Es Salaam,Tanzania,26.783,2011
+2011-12-01,Dar Es Salaam,Tanzania,27.637,2011
+2012-01-01,Dar Es Salaam,Tanzania,28.170,2012
+2012-02-01,Dar Es Salaam,Tanzania,28.493,2012
+2012-03-01,Dar Es Salaam,Tanzania,28.164,2012
+2012-04-01,Dar Es Salaam,Tanzania,27.137,2012
+2012-05-01,Dar Es Salaam,Tanzania,26.040,2012
+2012-06-01,Dar Es Salaam,Tanzania,25.148,2012
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+2000-04-01,Harare,Zimbabwe,19.999,2000
+2000-05-01,Harare,Zimbabwe,17.703,2000
+2000-06-01,Harare,Zimbabwe,16.324,2000
+2000-07-01,Harare,Zimbabwe,15.291,2000
+2000-08-01,Harare,Zimbabwe,16.914,2000
+2000-09-01,Harare,Zimbabwe,22.165,2000
+2000-10-01,Harare,Zimbabwe,23.800,2000
+2000-11-01,Harare,Zimbabwe,22.994,2000
+2000-12-01,Harare,Zimbabwe,22.156,2000
+2001-01-01,Harare,Zimbabwe,22.685,2001
+2001-02-01,Harare,Zimbabwe,21.633,2001
+2001-03-01,Harare,Zimbabwe,21.680,2001
+2001-04-01,Harare,Zimbabwe,21.237,2001
+2001-05-01,Harare,Zimbabwe,18.539,2001
+2001-06-01,Harare,Zimbabwe,16.647,2001
+2001-07-01,Harare,Zimbabwe,15.575,2001
+2001-08-01,Harare,Zimbabwe,20.031,2001
+2001-09-01,Harare,Zimbabwe,22.368,2001
+2001-10-01,Harare,Zimbabwe,23.794,2001
+2001-11-01,Harare,Zimbabwe,23.643,2001
+2001-12-01,Harare,Zimbabwe,22.500,2001
+2002-01-01,Harare,Zimbabwe,23.078,2002
+2002-02-01,Harare,Zimbabwe,23.531,2002
+2002-03-01,Harare,Zimbabwe,23.132,2002
+2002-04-01,Harare,Zimbabwe,20.824,2002
+2002-05-01,Harare,Zimbabwe,18.780,2002
+2002-06-01,Harare,Zimbabwe,15.642,2002
+2002-07-01,Harare,Zimbabwe,17.695,2002
+2002-08-01,Harare,Zimbabwe,19.418,2002
+2002-09-01,Harare,Zimbabwe,21.620,2002
+2002-10-01,Harare,Zimbabwe,23.621,2002
+2002-11-01,Harare,Zimbabwe,22.840,2002
+2002-12-01,Harare,Zimbabwe,22.771,2002
+2003-01-01,Harare,Zimbabwe,23.511,2003
+2003-02-01,Harare,Zimbabwe,23.263,2003
+2003-03-01,Harare,Zimbabwe,21.607,2003
+2003-04-01,Harare,Zimbabwe,20.431,2003
+2003-05-01,Harare,Zimbabwe,18.741,2003
+2003-06-01,Harare,Zimbabwe,16.598,2003
+2003-07-01,Harare,Zimbabwe,14.661,2003
+2003-08-01,Harare,Zimbabwe,18.582,2003
+2003-09-01,Harare,Zimbabwe,21.924,2003
+2003-10-01,Harare,Zimbabwe,24.072,2003
+2003-11-01,Harare,Zimbabwe,24.319,2003
+2003-12-01,Harare,Zimbabwe,22.961,2003
+2004-01-01,Harare,Zimbabwe,23.077,2004
+2004-02-01,Harare,Zimbabwe,22.074,2004
+2004-03-01,Harare,Zimbabwe,22.021,2004
+2004-04-01,Harare,Zimbabwe,20.363,2004
+2004-05-01,Harare,Zimbabwe,16.759,2004
+2004-06-01,Harare,Zimbabwe,15.571,2004
+2004-07-01,Harare,Zimbabwe,14.814,2004
+2004-08-01,Harare,Zimbabwe,18.704,2004
+2004-09-01,Harare,Zimbabwe,20.854,2004
+2004-10-01,Harare,Zimbabwe,22.516,2004
+2004-11-01,Harare,Zimbabwe,24.877,2004
+2004-12-01,Harare,Zimbabwe,22.062,2004
+2005-01-01,Harare,Zimbabwe,22.773,2005
+2005-02-01,Harare,Zimbabwe,23.297,2005
+2005-03-01,Harare,Zimbabwe,22.802,2005
+2005-04-01,Harare,Zimbabwe,21.280,2005
+2005-05-01,Harare,Zimbabwe,19.356,2005
+2005-06-01,Harare,Zimbabwe,18.377,2005
+2005-07-01,Harare,Zimbabwe,16.016,2005
+2005-08-01,Harare,Zimbabwe,20.649,2005
+2005-09-01,Harare,Zimbabwe,22.512,2005
+2005-10-01,Harare,Zimbabwe,25.000,2005
+2005-11-01,Harare,Zimbabwe,24.575,2005
+2005-12-01,Harare,Zimbabwe,21.212,2005
+2006-01-01,Harare,Zimbabwe,22.147,2006
+2006-02-01,Harare,Zimbabwe,22.476,2006
+2006-03-01,Harare,Zimbabwe,21.554,2006
+2006-04-01,Harare,Zimbabwe,20.761,2006
+2006-05-01,Harare,Zimbabwe,18.090,2006
+2006-06-01,Harare,Zimbabwe,15.856,2006
+2006-07-01,Harare,Zimbabwe,16.184,2006
+2006-08-01,Harare,Zimbabwe,18.260,2006
+2006-09-01,Harare,Zimbabwe,21.089,2006
+2006-10-01,Harare,Zimbabwe,24.664,2006
+2006-11-01,Harare,Zimbabwe,23.546,2006
+2006-12-01,Harare,Zimbabwe,23.770,2006
+2007-01-01,Harare,Zimbabwe,22.230,2007
+2007-02-01,Harare,Zimbabwe,23.014,2007
+2007-03-01,Harare,Zimbabwe,23.318,2007
+2007-04-01,Harare,Zimbabwe,20.515,2007
+2007-05-01,Harare,Zimbabwe,18.549,2007
+2007-06-01,Harare,Zimbabwe,16.451,2007
+2007-07-01,Harare,Zimbabwe,15.317,2007
+2007-08-01,Harare,Zimbabwe,18.463,2007
+2007-09-01,Harare,Zimbabwe,22.774,2007
+2007-10-01,Harare,Zimbabwe,23.278,2007
+2007-11-01,Harare,Zimbabwe,23.712,2007
+2007-12-01,Harare,Zimbabwe,21.334,2007
+2008-01-01,Harare,Zimbabwe,20.905,2008
+2008-02-01,Harare,Zimbabwe,21.752,2008
+2008-03-01,Harare,Zimbabwe,21.355,2008
+2008-04-01,Harare,Zimbabwe,19.509,2008
+2008-05-01,Harare,Zimbabwe,18.942,2008
+2008-06-01,Harare,Zimbabwe,16.876,2008
+2008-07-01,Harare,Zimbabwe,16.529,2008
+2008-08-01,Harare,Zimbabwe,18.616,2008
+2008-09-01,Harare,Zimbabwe,22.150,2008
+2008-10-01,Harare,Zimbabwe,24.963,2008
+2008-11-01,Harare,Zimbabwe,24.119,2008
+2008-12-01,Harare,Zimbabwe,22.450,2008
+2009-01-01,Harare,Zimbabwe,22.529,2009
+2009-02-01,Harare,Zimbabwe,22.074,2009
+2009-03-01,Harare,Zimbabwe,21.078,2009
+2009-04-01,Harare,Zimbabwe,19.571,2009
+2009-05-01,Harare,Zimbabwe,18.758,2009
+2009-06-01,Harare,Zimbabwe,17.470,2009
+2009-07-01,Harare,Zimbabwe,14.623,2009
+2009-08-01,Harare,Zimbabwe,17.854,2009
+2009-09-01,Harare,Zimbabwe,22.251,2009
+2009-10-01,Harare,Zimbabwe,23.799,2009
+2009-11-01,Harare,Zimbabwe,22.934,2009
+2009-12-01,Harare,Zimbabwe,23.345,2009
+2010-01-01,Harare,Zimbabwe,23.459,2010
+2010-02-01,Harare,Zimbabwe,23.116,2010
+2010-03-01,Harare,Zimbabwe,22.412,2010
+2010-04-01,Harare,Zimbabwe,21.340,2010
+2010-05-01,Harare,Zimbabwe,19.471,2010
+2010-06-01,Harare,Zimbabwe,15.933,2010
+2010-07-01,Harare,Zimbabwe,16.164,2010
+2010-08-01,Harare,Zimbabwe,17.674,2010
+2010-09-01,Harare,Zimbabwe,22.663,2010
+2010-10-01,Harare,Zimbabwe,25.224,2010
+2010-11-01,Harare,Zimbabwe,24.228,2010
+2010-12-01,Harare,Zimbabwe,22.306,2010
+2011-01-01,Harare,Zimbabwe,21.788,2011
+2011-02-01,Harare,Zimbabwe,21.893,2011
+2011-03-01,Harare,Zimbabwe,22.446,2011
+2011-04-01,Harare,Zimbabwe,21.151,2011
+2011-05-01,Harare,Zimbabwe,19.022,2011
+2011-06-01,Harare,Zimbabwe,16.512,2011
+2011-07-01,Harare,Zimbabwe,15.315,2011
+2011-08-01,Harare,Zimbabwe,17.287,2011
+2011-09-01,Harare,Zimbabwe,22.377,2011
+2011-10-01,Harare,Zimbabwe,24.353,2011
+2011-11-01,Harare,Zimbabwe,24.380,2011
+2011-12-01,Harare,Zimbabwe,22.857,2011
+2012-01-01,Harare,Zimbabwe,22.334,2012
+2012-02-01,Harare,Zimbabwe,22.943,2012
+2012-03-01,Harare,Zimbabwe,22.254,2012
+2012-04-01,Harare,Zimbabwe,19.129,2012
+2012-05-01,Harare,Zimbabwe,18.853,2012
+2012-06-01,Harare,Zimbabwe,16.119,2012
+2012-07-01,Harare,Zimbabwe,15.406,2012
+2012-08-01,Harare,Zimbabwe,18.191,2012
+2012-09-01,Harare,Zimbabwe,22.206,2012
+2012-10-01,Harare,Zimbabwe,22.692,2012
+2012-11-01,Harare,Zimbabwe,23.474,2012
+2012-12-01,Harare,Zimbabwe,22.679,2012
+2013-01-01,Harare,Zimbabwe,22.235,2013
+2013-02-01,Harare,Zimbabwe,22.737,2013
+2013-03-01,Harare,Zimbabwe,22.051,2013
+2013-04-01,Harare,Zimbabwe,20.180,2013
+2013-05-01,Harare,Zimbabwe,18.298,2013
+2013-06-01,Harare,Zimbabwe,17.020,2013
+2013-07-01,Harare,Zimbabwe,16.299,2013
+2013-08-01,Harare,Zimbabwe,19.232,2013
+2013-09-01,Harare,Zimbabwe,NaN,2013
+2000-01-01,Harbin,China,-20.823,2000
+2000-02-01,Harbin,China,-14.946,2000
+2000-03-01,Harbin,China,-2.712,2000
+2000-04-01,Harbin,China,6.777,2000
+2000-05-01,Harbin,China,16.490,2000
+2000-06-01,Harbin,China,23.220,2000
+2000-07-01,Harbin,China,25.054,2000
+2000-08-01,Harbin,China,23.271,2000
+2000-09-01,Harbin,China,16.880,2000
+2000-10-01,Harbin,China,5.025,2000
+2000-11-01,Harbin,China,-8.350,2000
+2000-12-01,Harbin,China,-19.429,2000
+2001-01-01,Harbin,China,-23.495,2001
+2001-02-01,Harbin,China,-17.095,2001
+2001-03-01,Harbin,China,-4.454,2001
+2001-04-01,Harbin,China,8.185,2001
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+2001-06-01,Harbin,China,22.632,2001
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+2001-08-01,Harbin,China,22.103,2001
+2001-09-01,Harbin,China,15.538,2001
+2001-10-01,Harbin,China,7.555,2001
+2001-11-01,Harbin,China,-3.395,2001
+2001-12-01,Harbin,China,-14.965,2001
+2002-01-01,Harbin,China,-14.766,2002
+2002-02-01,Harbin,China,-8.607,2002
+2002-03-01,Harbin,China,0.748,2002
+2002-04-01,Harbin,China,8.187,2002
+2002-05-01,Harbin,China,17.220,2002
+2002-06-01,Harbin,China,19.955,2002
+2002-07-01,Harbin,China,23.782,2002
+2002-08-01,Harbin,China,20.735,2002
+2002-09-01,Harbin,China,16.460,2002
+2002-10-01,Harbin,China,3.455,2002
+2002-11-01,Harbin,China,-10.030,2002
+2002-12-01,Harbin,China,-16.138,2002
+2003-01-01,Harbin,China,-16.644,2003
+2003-02-01,Harbin,China,-9.744,2003
+2003-03-01,Harbin,China,-0.591,2003
+2003-04-01,Harbin,China,9.579,2003
+2003-05-01,Harbin,China,16.292,2003
+2003-06-01,Harbin,China,21.481,2003
+2003-07-01,Harbin,China,22.498,2003
+2003-08-01,Harbin,China,20.899,2003
+2003-09-01,Harbin,China,15.682,2003
+2003-10-01,Harbin,China,6.508,2003
+2003-11-01,Harbin,China,-6.069,2003
+2003-12-01,Harbin,China,-13.364,2003
+2004-01-01,Harbin,China,-16.569,2004
+2004-02-01,Harbin,China,-11.355,2004
+2004-03-01,Harbin,China,-2.431,2004
+2004-04-01,Harbin,China,7.536,2004
+2004-05-01,Harbin,China,15.345,2004
+2004-06-01,Harbin,China,23.330,2004
+2004-07-01,Harbin,China,22.943,2004
+2004-08-01,Harbin,China,21.687,2004
+2004-09-01,Harbin,China,16.203,2004
+2004-10-01,Harbin,China,7.829,2004
+2004-11-01,Harbin,China,-2.546,2004
+2004-12-01,Harbin,China,-16.813,2004
+2005-01-01,Harbin,China,-17.463,2005
+2005-02-01,Harbin,China,-17.621,2005
+2005-03-01,Harbin,China,-4.330,2005
+2005-04-01,Harbin,China,7.436,2005
+2005-05-01,Harbin,China,14.324,2005
+2005-06-01,Harbin,China,21.447,2005
+2005-07-01,Harbin,China,23.029,2005
+2005-08-01,Harbin,China,22.174,2005
+2005-09-01,Harbin,China,16.320,2005
+2005-10-01,Harbin,China,7.244,2005
+2005-11-01,Harbin,China,-3.440,2005
+2005-12-01,Harbin,China,-17.604,2005
+2006-01-01,Harbin,China,-18.862,2006
+2006-02-01,Harbin,China,-13.607,2006
+2006-03-01,Harbin,China,-3.316,2006
+2006-04-01,Harbin,China,5.170,2006
+2006-05-01,Harbin,China,16.946,2006
+2006-06-01,Harbin,China,20.207,2006
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+2006-08-01,Harbin,China,22.750,2006
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+2006-10-01,Harbin,China,6.673,2006
+2006-11-01,Harbin,China,-5.379,2006
+2006-12-01,Harbin,China,-13.131,2006
+2007-01-01,Harbin,China,-12.827,2007
+2007-02-01,Harbin,China,-7.411,2007
+2007-03-01,Harbin,China,-3.740,2007
+2007-04-01,Harbin,China,7.007,2007
+2007-05-01,Harbin,China,15.428,2007
+2007-06-01,Harbin,China,23.537,2007
+2007-07-01,Harbin,China,23.489,2007
+2007-08-01,Harbin,China,22.886,2007
+2007-09-01,Harbin,China,16.447,2007
+2007-10-01,Harbin,China,6.585,2007
+2007-11-01,Harbin,China,-4.544,2007
+2007-12-01,Harbin,China,-12.014,2007
+2008-01-01,Harbin,China,-18.649,2008
+2008-02-01,Harbin,China,-11.408,2008
+2008-03-01,Harbin,China,1.980,2008
+2008-04-01,Harbin,China,10.463,2008
+2008-05-01,Harbin,China,14.234,2008
+2008-06-01,Harbin,China,22.230,2008
+2008-07-01,Harbin,China,24.069,2008
+2008-08-01,Harbin,China,22.469,2008
+2008-09-01,Harbin,China,15.721,2008
+2008-10-01,Harbin,China,7.469,2008
+2008-11-01,Harbin,China,-5.142,2008
+2008-12-01,Harbin,China,-13.316,2008
+2009-01-01,Harbin,China,-17.157,2009
+2009-02-01,Harbin,China,-12.628,2009
+2009-03-01,Harbin,China,-4.405,2009
+2009-04-01,Harbin,China,9.217,2009
+2009-05-01,Harbin,China,17.942,2009
+2009-06-01,Harbin,China,18.622,2009
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+2009-09-01,Harbin,China,15.061,2009
+2009-10-01,Harbin,China,6.273,2009
+2009-11-01,Harbin,China,-7.957,2009
+2009-12-01,Harbin,China,-17.856,2009
+2010-01-01,Harbin,China,-18.555,2010
+2010-02-01,Harbin,China,-16.629,2010
+2010-03-01,Harbin,China,-7.641,2010
+2010-04-01,Harbin,China,3.657,2010
+2010-05-01,Harbin,China,15.860,2010
+2010-06-01,Harbin,China,24.975,2010
+2010-07-01,Harbin,China,23.573,2010
+2010-08-01,Harbin,China,21.722,2010
+2010-09-01,Harbin,China,16.189,2010
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+2010-11-01,Harbin,China,-4.684,2010
+2010-12-01,Harbin,China,-17.757,2010
+2011-01-01,Harbin,China,-22.029,2011
+2011-02-01,Harbin,China,-12.779,2011
+2011-03-01,Harbin,China,-3.736,2011
+2011-04-01,Harbin,China,7.314,2011
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+2011-08-01,Harbin,China,22.897,2011
+2011-09-01,Harbin,China,14.499,2011
+2011-10-01,Harbin,China,8.276,2011
+2011-11-01,Harbin,China,-4.691,2011
+2011-12-01,Harbin,China,-15.603,2011
+2012-01-01,Harbin,China,-19.805,2012
+2012-02-01,Harbin,China,-13.779,2012
+2012-03-01,Harbin,China,-3.779,2012
+2012-04-01,Harbin,China,7.566,2012
+2012-05-01,Harbin,China,16.410,2012
+2012-06-01,Harbin,China,20.401,2012
+2012-07-01,Harbin,China,23.989,2012
+2012-08-01,Harbin,China,22.143,2012
+2012-09-01,Harbin,China,16.087,2012
+2012-10-01,Harbin,China,5.738,2012
+2012-11-01,Harbin,China,-6.034,2012
+2012-12-01,Harbin,China,-20.079,2012
+2013-01-01,Harbin,China,-21.106,2013
+2013-02-01,Harbin,China,-16.209,2013
+2013-03-01,Harbin,China,-6.914,2013
+2013-04-01,Harbin,China,4.061,2013
+2013-05-01,Harbin,China,17.606,2013
+2013-06-01,Harbin,China,21.392,2013
+2013-07-01,Harbin,China,23.783,2013
+2013-08-01,Harbin,China,22.322,2013
+2013-09-01,Harbin,China,NaN,2013
+2000-01-01,Ho Chi Minh City,Vietnam,26.647,2000
+2000-02-01,Ho Chi Minh City,Vietnam,26.672,2000
+2000-03-01,Ho Chi Minh City,Vietnam,27.655,2000
+2000-04-01,Ho Chi Minh City,Vietnam,28.378,2000
+2000-05-01,Ho Chi Minh City,Vietnam,28.597,2000
+2000-06-01,Ho Chi Minh City,Vietnam,28.046,2000
+2000-07-01,Ho Chi Minh City,Vietnam,28.036,2000
+2000-08-01,Ho Chi Minh City,Vietnam,28.089,2000
+2000-09-01,Ho Chi Minh City,Vietnam,28.067,2000
+2000-10-01,Ho Chi Minh City,Vietnam,26.901,2000
+2000-11-01,Ho Chi Minh City,Vietnam,27.245,2000
+2000-12-01,Ho Chi Minh City,Vietnam,26.734,2000
+2001-01-01,Ho Chi Minh City,Vietnam,26.656,2001
+2001-02-01,Ho Chi Minh City,Vietnam,26.763,2001
+2001-03-01,Ho Chi Minh City,Vietnam,27.883,2001
+2001-04-01,Ho Chi Minh City,Vietnam,29.192,2001
+2001-05-01,Ho Chi Minh City,Vietnam,28.890,2001
+2001-06-01,Ho Chi Minh City,Vietnam,28.027,2001
+2001-07-01,Ho Chi Minh City,Vietnam,28.695,2001
+2001-08-01,Ho Chi Minh City,Vietnam,28.184,2001
+2001-09-01,Ho Chi Minh City,Vietnam,28.453,2001
+2001-10-01,Ho Chi Minh City,Vietnam,27.648,2001
+2001-11-01,Ho Chi Minh City,Vietnam,26.856,2001
+2001-12-01,Ho Chi Minh City,Vietnam,26.734,2001
+2002-01-01,Ho Chi Minh City,Vietnam,26.309,2002
+2002-02-01,Ho Chi Minh City,Vietnam,26.443,2002
+2002-03-01,Ho Chi Minh City,Vietnam,27.915,2002
+2002-04-01,Ho Chi Minh City,Vietnam,29.249,2002
+2002-05-01,Ho Chi Minh City,Vietnam,29.843,2002
+2002-06-01,Ho Chi Minh City,Vietnam,28.846,2002
+2002-07-01,Ho Chi Minh City,Vietnam,29.059,2002
+2002-08-01,Ho Chi Minh City,Vietnam,28.050,2002
+2002-09-01,Ho Chi Minh City,Vietnam,27.912,2002
+2002-10-01,Ho Chi Minh City,Vietnam,27.752,2002
+2002-11-01,Ho Chi Minh City,Vietnam,27.642,2002
+2002-12-01,Ho Chi Minh City,Vietnam,27.757,2002
+2003-01-01,Ho Chi Minh City,Vietnam,25.945,2003
+2003-02-01,Ho Chi Minh City,Vietnam,27.138,2003
+2003-03-01,Ho Chi Minh City,Vietnam,28.254,2003
+2003-04-01,Ho Chi Minh City,Vietnam,29.495,2003
+2003-05-01,Ho Chi Minh City,Vietnam,28.700,2003
+2003-06-01,Ho Chi Minh City,Vietnam,29.029,2003
+2003-07-01,Ho Chi Minh City,Vietnam,28.092,2003
+2003-08-01,Ho Chi Minh City,Vietnam,28.502,2003
+2003-09-01,Ho Chi Minh City,Vietnam,27.892,2003
+2003-10-01,Ho Chi Minh City,Vietnam,27.210,2003
+2003-11-01,Ho Chi Minh City,Vietnam,27.645,2003
+2003-12-01,Ho Chi Minh City,Vietnam,26.030,2003
+2004-01-01,Ho Chi Minh City,Vietnam,26.352,2004
+2004-02-01,Ho Chi Minh City,Vietnam,26.177,2004
+2004-03-01,Ho Chi Minh City,Vietnam,27.826,2004
+2004-04-01,Ho Chi Minh City,Vietnam,29.324,2004
+2004-05-01,Ho Chi Minh City,Vietnam,29.082,2004
+2004-06-01,Ho Chi Minh City,Vietnam,28.318,2004
+2004-07-01,Ho Chi Minh City,Vietnam,28.038,2004
+2004-08-01,Ho Chi Minh City,Vietnam,28.114,2004
+2004-09-01,Ho Chi Minh City,Vietnam,28.087,2004
+2004-10-01,Ho Chi Minh City,Vietnam,27.258,2004
+2004-11-01,Ho Chi Minh City,Vietnam,27.572,2004
+2004-12-01,Ho Chi Minh City,Vietnam,26.091,2004
+2005-01-01,Ho Chi Minh City,Vietnam,25.598,2005
+2005-02-01,Ho Chi Minh City,Vietnam,27.065,2005
+2005-03-01,Ho Chi Minh City,Vietnam,27.569,2005
+2005-04-01,Ho Chi Minh City,Vietnam,29.006,2005
+2005-05-01,Ho Chi Minh City,Vietnam,29.603,2005
+2005-06-01,Ho Chi Minh City,Vietnam,29.170,2005
+2005-07-01,Ho Chi Minh City,Vietnam,28.151,2005
+2005-08-01,Ho Chi Minh City,Vietnam,28.647,2005
+2005-09-01,Ho Chi Minh City,Vietnam,28.210,2005
+2005-10-01,Ho Chi Minh City,Vietnam,27.815,2005
+2005-11-01,Ho Chi Minh City,Vietnam,27.699,2005
+2005-12-01,Ho Chi Minh City,Vietnam,26.075,2005
+2006-01-01,Ho Chi Minh City,Vietnam,26.485,2006
+2006-02-01,Ho Chi Minh City,Vietnam,27.355,2006
+2006-03-01,Ho Chi Minh City,Vietnam,28.073,2006
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+2011-01-01,Kabul,Afghanistan,3.200,2011
+2011-02-01,Kabul,Afghanistan,3.914,2011
+2011-03-01,Kabul,Afghanistan,11.126,2011
+2011-04-01,Kabul,Afghanistan,15.598,2011
+2011-05-01,Kabul,Afghanistan,24.205,2011
+2011-06-01,Kabul,Afghanistan,27.387,2011
+2011-07-01,Kabul,Afghanistan,26.403,2011
+2011-08-01,Kabul,Afghanistan,25.649,2011
+2011-09-01,Kabul,Afghanistan,22.068,2011
+2011-10-01,Kabul,Afghanistan,15.815,2011
+2011-11-01,Kabul,Afghanistan,10.614,2011
+2011-12-01,Kabul,Afghanistan,3.767,2011
+2012-01-01,Kabul,Afghanistan,0.399,2012
+2012-02-01,Kabul,Afghanistan,1.000,2012
+2012-03-01,Kabul,Afghanistan,8.690,2012
+2012-04-01,Kabul,Afghanistan,15.460,2012
+2012-05-01,Kabul,Afghanistan,20.218,2012
+2012-06-01,Kabul,Afghanistan,25.000,2012
+2012-07-01,Kabul,Afghanistan,27.583,2012
+2012-08-01,Kabul,Afghanistan,25.524,2012
+2012-09-01,Kabul,Afghanistan,21.043,2012
+2012-10-01,Kabul,Afghanistan,15.716,2012
+2012-11-01,Kabul,Afghanistan,9.465,2012
+2012-12-01,Kabul,Afghanistan,4.026,2012
+2013-01-01,Kabul,Afghanistan,2.347,2013
+2013-02-01,Kabul,Afghanistan,4.802,2013
+2013-03-01,Kabul,Afghanistan,8.681,2013
+2013-04-01,Kabul,Afghanistan,14.936,2013
+2013-05-01,Kabul,Afghanistan,21.245,2013
+2013-06-01,Kabul,Afghanistan,25.859,2013
+2013-07-01,Kabul,Afghanistan,26.805,2013
+2013-08-01,Kabul,Afghanistan,24.974,2013
+2013-09-01,Kabul,Afghanistan,NaN,2013
+2000-01-01,Kano,Nigeria,21.789,2000
+2000-02-01,Kano,Nigeria,22.611,2000
+2000-03-01,Kano,Nigeria,28.143,2000
+2000-04-01,Kano,Nigeria,31.746,2000
+2000-05-01,Kano,Nigeria,31.950,2000
+2000-06-01,Kano,Nigeria,28.730,2000
+2000-07-01,Kano,Nigeria,26.399,2000
+2000-08-01,Kano,Nigeria,25.891,2000
+2000-09-01,Kano,Nigeria,26.778,2000
+2000-10-01,Kano,Nigeria,26.785,2000
+2000-11-01,Kano,Nigeria,24.807,2000
+2000-12-01,Kano,Nigeria,20.888,2000
+2001-01-01,Kano,Nigeria,20.701,2001
+2001-02-01,Kano,Nigeria,23.099,2001
+2001-03-01,Kano,Nigeria,28.392,2001
+2001-04-01,Kano,Nigeria,31.722,2001
+2001-05-01,Kano,Nigeria,31.307,2001
+2001-06-01,Kano,Nigeria,28.623,2001
+2001-07-01,Kano,Nigeria,26.210,2001
+2001-08-01,Kano,Nigeria,25.612,2001
+2001-09-01,Kano,Nigeria,26.897,2001
+2001-10-01,Kano,Nigeria,26.812,2001
+2001-11-01,Kano,Nigeria,25.309,2001
+2001-12-01,Kano,Nigeria,22.974,2001
+2002-01-01,Kano,Nigeria,20.204,2002
+2002-02-01,Kano,Nigeria,23.652,2002
+2002-03-01,Kano,Nigeria,29.495,2002
+2002-04-01,Kano,Nigeria,32.475,2002
+2002-05-01,Kano,Nigeria,31.994,2002
+2002-06-01,Kano,Nigeria,29.701,2002
+2002-07-01,Kano,Nigeria,27.178,2002
+2002-08-01,Kano,Nigeria,26.199,2002
+2002-09-01,Kano,Nigeria,27.292,2002
+2002-10-01,Kano,Nigeria,27.126,2002
+2002-11-01,Kano,Nigeria,25.357,2002
+2002-12-01,Kano,Nigeria,22.794,2002
+2003-01-01,Kano,Nigeria,22.319,2003
+2003-02-01,Kano,Nigeria,25.698,2003
+2003-03-01,Kano,Nigeria,28.191,2003
+2003-04-01,Kano,Nigeria,31.976,2003
+2003-05-01,Kano,Nigeria,31.023,2003
+2003-06-01,Kano,Nigeria,28.091,2003
+2003-07-01,Kano,Nigeria,26.484,2003
+2003-08-01,Kano,Nigeria,25.680,2003
+2003-09-01,Kano,Nigeria,26.707,2003
+2003-10-01,Kano,Nigeria,28.026,2003
+2003-11-01,Kano,Nigeria,25.710,2003
+2003-12-01,Kano,Nigeria,22.073,2003
+2004-01-01,Kano,Nigeria,22.389,2004
+2004-02-01,Kano,Nigeria,24.080,2004
+2004-03-01,Kano,Nigeria,27.800,2004
+2004-04-01,Kano,Nigeria,31.957,2004
+2004-05-01,Kano,Nigeria,31.190,2004
+2004-06-01,Kano,Nigeria,28.848,2004
+2004-07-01,Kano,Nigeria,26.192,2004
+2004-08-01,Kano,Nigeria,26.309,2004
+2004-09-01,Kano,Nigeria,27.762,2004
+2004-10-01,Kano,Nigeria,28.105,2004
+2004-11-01,Kano,Nigeria,25.861,2004
+2004-12-01,Kano,Nigeria,23.401,2004
+2005-01-01,Kano,Nigeria,21.298,2005
+2005-02-01,Kano,Nigeria,28.018,2005
+2005-03-01,Kano,Nigeria,30.915,2005
+2005-04-01,Kano,Nigeria,32.320,2005
+2005-05-01,Kano,Nigeria,31.224,2005
+2005-06-01,Kano,Nigeria,28.395,2005
+2005-07-01,Kano,Nigeria,26.358,2005
+2005-08-01,Kano,Nigeria,25.813,2005
+2005-09-01,Kano,Nigeria,27.086,2005
+2005-10-01,Kano,Nigeria,26.737,2005
+2005-11-01,Kano,Nigeria,25.473,2005
+2005-12-01,Kano,Nigeria,23.660,2005
+2006-01-01,Kano,Nigeria,24.999,2006
+2006-02-01,Kano,Nigeria,27.199,2006
+2006-03-01,Kano,Nigeria,29.508,2006
+2006-04-01,Kano,Nigeria,30.970,2006
+2006-05-01,Kano,Nigeria,31.351,2006
+2006-06-01,Kano,Nigeria,30.010,2006
+2006-07-01,Kano,Nigeria,27.798,2006
+2006-08-01,Kano,Nigeria,25.918,2006
+2006-09-01,Kano,Nigeria,26.489,2006
+2006-10-01,Kano,Nigeria,27.731,2006
+2006-11-01,Kano,Nigeria,24.122,2006
+2006-12-01,Kano,Nigeria,21.015,2006
+2007-01-01,Kano,Nigeria,20.625,2007
+2007-02-01,Kano,Nigeria,25.402,2007
+2007-03-01,Kano,Nigeria,29.692,2007
+2007-04-01,Kano,Nigeria,32.852,2007
+2007-05-01,Kano,Nigeria,31.799,2007
+2007-06-01,Kano,Nigeria,29.159,2007
+2007-07-01,Kano,Nigeria,26.709,2007
+2007-08-01,Kano,Nigeria,26.587,2007
+2007-09-01,Kano,Nigeria,27.173,2007
+2007-10-01,Kano,Nigeria,28.023,2007
+2007-11-01,Kano,Nigeria,26.226,2007
+2007-12-01,Kano,Nigeria,22.714,2007
+2008-01-01,Kano,Nigeria,19.848,2008
+2008-02-01,Kano,Nigeria,22.848,2008
+2008-03-01,Kano,Nigeria,30.163,2008
+2008-04-01,Kano,Nigeria,31.322,2008
+2008-05-01,Kano,Nigeria,31.240,2008
+2008-06-01,Kano,Nigeria,29.243,2008
+2008-07-01,Kano,Nigeria,26.208,2008
+2008-08-01,Kano,Nigeria,25.714,2008
+2008-09-01,Kano,Nigeria,26.884,2008
+2008-10-01,Kano,Nigeria,27.316,2008
+2008-11-01,Kano,Nigeria,25.643,2008
+2008-12-01,Kano,Nigeria,24.081,2008
+2009-01-01,Kano,Nigeria,23.515,2009
+2009-02-01,Kano,Nigeria,26.791,2009
+2009-03-01,Kano,Nigeria,29.695,2009
+2009-04-01,Kano,Nigeria,32.149,2009
+2009-05-01,Kano,Nigeria,30.925,2009
+2009-06-01,Kano,Nigeria,29.335,2009
+2009-07-01,Kano,Nigeria,26.876,2009
+2009-08-01,Kano,Nigeria,26.408,2009
+2009-09-01,Kano,Nigeria,27.143,2009
+2009-10-01,Kano,Nigeria,28.366,2009
+2009-11-01,Kano,Nigeria,24.929,2009
+2009-12-01,Kano,Nigeria,23.601,2009
+2010-01-01,Kano,Nigeria,23.477,2010
+2010-02-01,Kano,Nigeria,28.016,2010
+2010-03-01,Kano,Nigeria,29.760,2010
+2010-04-01,Kano,Nigeria,33.068,2010
+2010-05-01,Kano,Nigeria,32.085,2010
+2010-06-01,Kano,Nigeria,28.998,2010
+2010-07-01,Kano,Nigeria,26.416,2010
+2010-08-01,Kano,Nigeria,26.079,2010
+2010-09-01,Kano,Nigeria,26.485,2010
+2010-10-01,Kano,Nigeria,27.860,2010
+2010-11-01,Kano,Nigeria,26.990,2010
+2010-12-01,Kano,Nigeria,22.404,2010
+2011-01-01,Kano,Nigeria,21.269,2011
+2011-02-01,Kano,Nigeria,27.512,2011
+2011-03-01,Kano,Nigeria,30.807,2011
+2011-04-01,Kano,Nigeria,31.587,2011
+2011-05-01,Kano,Nigeria,32.027,2011
+2011-06-01,Kano,Nigeria,28.867,2011
+2011-07-01,Kano,Nigeria,27.013,2011
+2011-08-01,Kano,Nigeria,25.834,2011
+2011-09-01,Kano,Nigeria,27.330,2011
+2011-10-01,Kano,Nigeria,27.747,2011
+2011-11-01,Kano,Nigeria,25.054,2011
+2011-12-01,Kano,Nigeria,21.383,2011
+2012-01-01,Kano,Nigeria,21.711,2012
+2012-02-01,Kano,Nigeria,26.780,2012
+2012-03-01,Kano,Nigeria,28.558,2012
+2012-04-01,Kano,Nigeria,32.704,2012
+2012-05-01,Kano,Nigeria,31.098,2012
+2012-06-01,Kano,Nigeria,28.504,2012
+2012-07-01,Kano,Nigeria,25.891,2012
+2012-08-01,Kano,Nigeria,25.352,2012
+2012-09-01,Kano,Nigeria,26.263,2012
+2012-10-01,Kano,Nigeria,25.751,2012
+2012-11-01,Kano,Nigeria,26.382,2012
+2012-12-01,Kano,Nigeria,23.491,2012
+2013-01-01,Kano,Nigeria,22.647,2013
+2013-02-01,Kano,Nigeria,25.786,2013
+2013-03-01,Kano,Nigeria,30.840,2013
+2013-04-01,Kano,Nigeria,30.892,2013
+2013-05-01,Kano,Nigeria,31.254,2013
+2013-06-01,Kano,Nigeria,28.920,2013
+2013-07-01,Kano,Nigeria,26.844,2013
+2013-08-01,Kano,Nigeria,24.912,2013
+2013-09-01,Kano,Nigeria,NaN,2013
+2000-01-01,Kanpur,India,15.152,2000
+2000-02-01,Kanpur,India,16.919,2000
+2000-03-01,Kanpur,India,23.325,2000
+2000-04-01,Kanpur,India,30.723,2000
+2000-05-01,Kanpur,India,33.110,2000
+2000-06-01,Kanpur,India,31.189,2000
+2000-07-01,Kanpur,India,29.702,2000
+2000-08-01,Kanpur,India,29.850,2000
+2000-09-01,Kanpur,India,28.622,2000
+2000-10-01,Kanpur,India,27.077,2000
+2000-11-01,Kanpur,India,21.952,2000
+2000-12-01,Kanpur,India,16.626,2000
+2001-01-01,Kanpur,India,14.247,2001
+2001-02-01,Kanpur,India,19.058,2001
+2001-03-01,Kanpur,India,24.021,2001
+2001-04-01,Kanpur,India,29.304,2001
+2001-05-01,Kanpur,India,32.650,2001
+2001-06-01,Kanpur,India,30.660,2001
+2001-07-01,Kanpur,India,29.581,2001
+2001-08-01,Kanpur,India,29.988,2001
+2001-09-01,Kanpur,India,29.916,2001
+2001-10-01,Kanpur,India,26.656,2001
+2001-11-01,Kanpur,India,21.604,2001
+2001-12-01,Kanpur,India,16.233,2001
+2002-01-01,Kanpur,India,15.170,2002
+2002-02-01,Kanpur,India,18.829,2002
+2002-03-01,Kanpur,India,24.833,2002
+2002-04-01,Kanpur,India,30.561,2002
+2002-05-01,Kanpur,India,33.909,2002
+2002-06-01,Kanpur,India,33.458,2002
+2002-07-01,Kanpur,India,33.151,2002
+2002-08-01,Kanpur,India,29.752,2002
+2002-09-01,Kanpur,India,28.103,2002
+2002-10-01,Kanpur,India,26.562,2002
+2002-11-01,Kanpur,India,21.587,2002
+2002-12-01,Kanpur,India,17.487,2002
+2003-01-01,Kanpur,India,13.196,2003
+2003-02-01,Kanpur,India,18.852,2003
+2003-03-01,Kanpur,India,23.727,2003
+2003-04-01,Kanpur,India,30.708,2003
+2003-05-01,Kanpur,India,33.544,2003
+2003-06-01,Kanpur,India,33.858,2003
+2003-07-01,Kanpur,India,30.223,2003
+2003-08-01,Kanpur,India,29.676,2003
+2003-09-01,Kanpur,India,28.055,2003
+2003-10-01,Kanpur,India,25.631,2003
+2003-11-01,Kanpur,India,21.116,2003
+2003-12-01,Kanpur,India,16.323,2003
+2004-01-01,Kanpur,India,13.846,2004
+2004-02-01,Kanpur,India,18.799,2004
+2004-03-01,Kanpur,India,26.199,2004
+2004-04-01,Kanpur,India,30.909,2004
+2004-05-01,Kanpur,India,33.729,2004
+2004-06-01,Kanpur,India,31.482,2004
+2004-07-01,Kanpur,India,30.494,2004
+2004-08-01,Kanpur,India,29.485,2004
+2004-09-01,Kanpur,India,29.663,2004
+2004-10-01,Kanpur,India,25.207,2004
+2004-11-01,Kanpur,India,20.548,2004
+2004-12-01,Kanpur,India,16.677,2004
+2005-01-01,Kanpur,India,15.503,2005
+2005-02-01,Kanpur,India,19.118,2005
+2005-03-01,Kanpur,India,25.377,2005
+2005-04-01,Kanpur,India,29.719,2005
+2005-05-01,Kanpur,India,32.866,2005
+2005-06-01,Kanpur,India,34.875,2005
+2005-07-01,Kanpur,India,29.353,2005
+2005-08-01,Kanpur,India,30.069,2005
+2005-09-01,Kanpur,India,29.035,2005
+2005-10-01,Kanpur,India,25.775,2005
+2005-11-01,Kanpur,India,20.333,2005
+2005-12-01,Kanpur,India,15.435,2005
+2006-01-01,Kanpur,India,15.794,2006
+2006-02-01,Kanpur,India,21.920,2006
+2006-03-01,Kanpur,India,23.731,2006
+2006-04-01,Kanpur,India,30.109,2006
+2006-05-01,Kanpur,India,32.779,2006
+2006-06-01,Kanpur,India,32.319,2006
+2006-07-01,Kanpur,India,29.788,2006
+2006-08-01,Kanpur,India,29.475,2006
+2006-09-01,Kanpur,India,29.334,2006
+2006-10-01,Kanpur,India,26.792,2006
+2006-11-01,Kanpur,India,21.322,2006
+2006-12-01,Kanpur,India,16.823,2006
+2007-01-01,Kanpur,India,15.423,2007
+2007-02-01,Kanpur,India,18.362,2007
+2007-03-01,Kanpur,India,23.195,2007
+2007-04-01,Kanpur,India,30.821,2007
+2007-05-01,Kanpur,India,32.545,2007
+2007-06-01,Kanpur,India,32.946,2007
+2007-07-01,Kanpur,India,30.075,2007
+2007-08-01,Kanpur,India,29.578,2007
+2007-09-01,Kanpur,India,29.158,2007
+2007-10-01,Kanpur,India,25.852,2007
+2007-11-01,Kanpur,India,21.096,2007
+2007-12-01,Kanpur,India,16.182,2007
+2008-01-01,Kanpur,India,15.413,2008
+2008-02-01,Kanpur,India,17.141,2008
+2008-03-01,Kanpur,India,25.366,2008
+2008-04-01,Kanpur,India,29.594,2008
+2008-05-01,Kanpur,India,32.247,2008
+2008-06-01,Kanpur,India,29.574,2008
+2008-07-01,Kanpur,India,28.991,2008
+2008-08-01,Kanpur,India,29.177,2008
+2008-09-01,Kanpur,India,29.091,2008
+2008-10-01,Kanpur,India,26.318,2008
+2008-11-01,Kanpur,India,20.963,2008
+2008-12-01,Kanpur,India,17.442,2008
+2009-01-01,Kanpur,India,16.247,2009
+2009-02-01,Kanpur,India,19.888,2009
+2009-03-01,Kanpur,India,24.783,2009
+2009-04-01,Kanpur,India,30.399,2009
+2009-05-01,Kanpur,India,32.794,2009
+2009-06-01,Kanpur,India,34.673,2009
+2009-07-01,Kanpur,India,30.950,2009
+2009-08-01,Kanpur,India,30.346,2009
+2009-09-01,Kanpur,India,29.110,2009
+2009-10-01,Kanpur,India,25.239,2009
+2009-11-01,Kanpur,India,20.749,2009
+2009-12-01,Kanpur,India,16.667,2009
+2010-01-01,Kanpur,India,13.147,2010
+2010-02-01,Kanpur,India,18.987,2010
+2010-03-01,Kanpur,India,26.496,2010
+2010-04-01,Kanpur,India,32.331,2010
+2010-05-01,Kanpur,India,33.902,2010
+2010-06-01,Kanpur,India,34.421,2010
+2010-07-01,Kanpur,India,30.783,2010
+2010-08-01,Kanpur,India,29.618,2010
+2010-09-01,Kanpur,India,28.540,2010
+2010-10-01,Kanpur,India,26.308,2010
+2010-11-01,Kanpur,India,21.889,2010
+2010-12-01,Kanpur,India,15.839,2010
+2011-01-01,Kanpur,India,13.367,2011
+2011-02-01,Kanpur,India,18.630,2011
+2011-03-01,Kanpur,India,24.588,2011
+2011-04-01,Kanpur,India,29.121,2011
+2011-05-01,Kanpur,India,33.210,2011
+2011-06-01,Kanpur,India,31.336,2011
+2011-07-01,Kanpur,India,29.757,2011
+2011-08-01,Kanpur,India,29.214,2011
+2011-09-01,Kanpur,India,28.779,2011
+2011-10-01,Kanpur,India,25.973,2011
+2011-11-01,Kanpur,India,21.395,2011
+2011-12-01,Kanpur,India,15.375,2011
+2012-01-01,Kanpur,India,14.098,2012
+2012-02-01,Kanpur,India,17.990,2012
+2012-03-01,Kanpur,India,23.712,2012
+2012-04-01,Kanpur,India,29.898,2012
+2012-05-01,Kanpur,India,34.033,2012
+2012-06-01,Kanpur,India,35.618,2012
+2012-07-01,Kanpur,India,30.578,2012
+2012-08-01,Kanpur,India,29.183,2012
+2012-09-01,Kanpur,India,28.777,2012
+2012-10-01,Kanpur,India,25.451,2012
+2012-11-01,Kanpur,India,20.074,2012
+2012-12-01,Kanpur,India,15.933,2012
+2013-01-01,Kanpur,India,13.490,2013
+2013-02-01,Kanpur,India,18.137,2013
+2013-03-01,Kanpur,India,23.971,2013
+2013-04-01,Kanpur,India,29.119,2013
+2013-05-01,Kanpur,India,33.950,2013
+2013-06-01,Kanpur,India,31.236,2013
+2013-07-01,Kanpur,India,29.817,2013
+2013-08-01,Kanpur,India,29.250,2013
+2013-09-01,Kanpur,India,NaN,2013
+2000-01-01,Karachi,Pakistan,18.885,2000
+2000-02-01,Karachi,Pakistan,20.677,2000
+2000-03-01,Karachi,Pakistan,25.507,2000
+2000-04-01,Karachi,Pakistan,30.480,2000
+2000-05-01,Karachi,Pakistan,31.758,2000
+2000-06-01,Karachi,Pakistan,32.530,2000
+2000-07-01,Karachi,Pakistan,31.222,2000
+2000-08-01,Karachi,Pakistan,29.998,2000
+2000-09-01,Karachi,Pakistan,29.653,2000
+2000-10-01,Karachi,Pakistan,29.073,2000
+2000-11-01,Karachi,Pakistan,24.949,2000
+2000-12-01,Karachi,Pakistan,20.665,2000
+2001-01-01,Karachi,Pakistan,18.125,2001
+2001-02-01,Karachi,Pakistan,21.326,2001
+2001-03-01,Karachi,Pakistan,26.269,2001
+2001-04-01,Karachi,Pakistan,29.230,2001
+2001-05-01,Karachi,Pakistan,32.391,2001
+2001-06-01,Karachi,Pakistan,32.748,2001
+2001-07-01,Karachi,Pakistan,30.471,2001
+2001-08-01,Karachi,Pakistan,30.037,2001
+2001-09-01,Karachi,Pakistan,29.746,2001
+2001-10-01,Karachi,Pakistan,29.295,2001
+2001-11-01,Karachi,Pakistan,25.562,2001
+2001-12-01,Karachi,Pakistan,22.155,2001
+2002-01-01,Karachi,Pakistan,18.934,2002
+2002-02-01,Karachi,Pakistan,20.727,2002
+2002-03-01,Karachi,Pakistan,26.601,2002
+2002-04-01,Karachi,Pakistan,30.174,2002
+2002-05-01,Karachi,Pakistan,32.839,2002
+2002-06-01,Karachi,Pakistan,32.835,2002
+2002-07-01,Karachi,Pakistan,30.979,2002
+2002-08-01,Karachi,Pakistan,29.675,2002
+2002-09-01,Karachi,Pakistan,28.834,2002
+2002-10-01,Karachi,Pakistan,29.112,2002
+2002-11-01,Karachi,Pakistan,24.810,2002
+2002-12-01,Karachi,Pakistan,20.879,2002
+2003-01-01,Karachi,Pakistan,19.437,2003
+2003-02-01,Karachi,Pakistan,22.085,2003
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+2006-11-01,Kinshasa,Congo (Democratic Republic Of The),24.574,2006
+2006-12-01,Kinshasa,Congo (Democratic Republic Of The),24.423,2006
+2007-01-01,Kinshasa,Congo (Democratic Republic Of The),25.189,2007
+2007-02-01,Kinshasa,Congo (Democratic Republic Of The),25.238,2007
+2007-03-01,Kinshasa,Congo (Democratic Republic Of The),26.307,2007
+2007-04-01,Kinshasa,Congo (Democratic Republic Of The),25.916,2007
+2007-05-01,Kinshasa,Congo (Democratic Republic Of The),25.775,2007
+2007-06-01,Kinshasa,Congo (Democratic Republic Of The),22.950,2007
+2007-07-01,Kinshasa,Congo (Democratic Republic Of The),22.636,2007
+2007-08-01,Kinshasa,Congo (Democratic Republic Of The),23.334,2007
+2007-09-01,Kinshasa,Congo (Democratic Republic Of The),24.504,2007
+2007-10-01,Kinshasa,Congo (Democratic Republic Of The),24.553,2007
+2007-11-01,Kinshasa,Congo (Democratic Republic Of The),24.247,2007
+2007-12-01,Kinshasa,Congo (Democratic Republic Of The),24.197,2007
+2008-01-01,Kinshasa,Congo (Democratic Republic Of The),24.657,2008
+2008-02-01,Kinshasa,Congo (Democratic Republic Of The),24.873,2008
+2008-03-01,Kinshasa,Congo (Democratic Republic Of The),25.212,2008
+2008-04-01,Kinshasa,Congo (Democratic Republic Of The),25.426,2008
+2008-05-01,Kinshasa,Congo (Democratic Republic Of The),25.258,2008
+2008-06-01,Kinshasa,Congo (Democratic Republic Of The),22.793,2008
+2008-07-01,Kinshasa,Congo (Democratic Republic Of The),22.427,2008
+2008-08-01,Kinshasa,Congo (Democratic Republic Of The),23.751,2008
+2008-09-01,Kinshasa,Congo (Democratic Republic Of The),24.993,2008
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+2008-11-01,Kinshasa,Congo (Democratic Republic Of The),25.075,2008
+2008-12-01,Kinshasa,Congo (Democratic Republic Of The),24.748,2008
+2009-01-01,Kinshasa,Congo (Democratic Republic Of The),24.600,2009
+2009-02-01,Kinshasa,Congo (Democratic Republic Of The),25.036,2009
+2009-03-01,Kinshasa,Congo (Democratic Republic Of The),25.612,2009
+2009-04-01,Kinshasa,Congo (Democratic Republic Of The),25.355,2009
+2009-05-01,Kinshasa,Congo (Democratic Republic Of The),25.662,2009
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+2009-07-01,Kinshasa,Congo (Democratic Republic Of The),22.467,2009
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+2010-02-01,Kinshasa,Congo (Democratic Republic Of The),26.220,2010
+2010-03-01,Kinshasa,Congo (Democratic Republic Of The),26.341,2010
+2010-04-01,Kinshasa,Congo (Democratic Republic Of The),26.027,2010
+2010-05-01,Kinshasa,Congo (Democratic Republic Of The),25.985,2010
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+2010-07-01,Kinshasa,Congo (Democratic Republic Of The),22.877,2010
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+2010-09-01,Kinshasa,Congo (Democratic Republic Of The),24.718,2010
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+2010-11-01,Kinshasa,Congo (Democratic Republic Of The),24.565,2010
+2010-12-01,Kinshasa,Congo (Democratic Republic Of The),24.080,2010
+2011-01-01,Kinshasa,Congo (Democratic Republic Of The),24.142,2011
+2011-02-01,Kinshasa,Congo (Democratic Republic Of The),24.860,2011
+2011-03-01,Kinshasa,Congo (Democratic Republic Of The),25.559,2011
+2011-04-01,Kinshasa,Congo (Democratic Republic Of The),24.959,2011
+2011-05-01,Kinshasa,Congo (Democratic Republic Of The),24.934,2011
+2011-06-01,Kinshasa,Congo (Democratic Republic Of The),23.225,2011
+2011-07-01,Kinshasa,Congo (Democratic Republic Of The),22.319,2011
+2011-08-01,Kinshasa,Congo (Democratic Republic Of The),23.301,2011
+2011-09-01,Kinshasa,Congo (Democratic Republic Of The),24.335,2011
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+2011-11-01,Kinshasa,Congo (Democratic Republic Of The),24.236,2011
+2011-12-01,Kinshasa,Congo (Democratic Republic Of The),24.237,2011
+2012-01-01,Kinshasa,Congo (Democratic Republic Of The),24.710,2012
+2012-02-01,Kinshasa,Congo (Democratic Republic Of The),24.413,2012
+2012-03-01,Kinshasa,Congo (Democratic Republic Of The),25.747,2012
+2012-04-01,Kinshasa,Congo (Democratic Republic Of The),24.942,2012
+2012-05-01,Kinshasa,Congo (Democratic Republic Of The),24.955,2012
+2012-06-01,Kinshasa,Congo (Democratic Republic Of The),22.971,2012
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+2013-02-01,Kinshasa,Congo (Democratic Republic Of The),25.605,2013
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+2013-08-01,Kinshasa,Congo (Democratic Republic Of The),22.766,2013
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+2000-03-01,Lagos,Nigeria,28.192,2000
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+2010-07-01,London,United Kingdom,18.805,2010
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+2010-11-01,London,United Kingdom,5.464,2010
+2010-12-01,London,United Kingdom,-0.024,2010
+2011-01-01,London,United Kingdom,4.100,2011
+2011-02-01,London,United Kingdom,6.488,2011
+2011-03-01,London,United Kingdom,6.862,2011
+2011-04-01,London,United Kingdom,12.071,2011
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+2011-06-01,London,United Kingdom,15.178,2011
+2011-07-01,London,United Kingdom,15.992,2011
+2011-08-01,London,United Kingdom,16.484,2011
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+2011-10-01,London,United Kingdom,12.774,2011
+2011-11-01,London,United Kingdom,9.609,2011
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+2012-01-01,London,United Kingdom,5.313,2012
+2012-02-01,London,United Kingdom,3.723,2012
+2012-03-01,London,United Kingdom,7.964,2012
+2012-04-01,London,United Kingdom,7.496,2012
+2012-05-01,London,United Kingdom,12.341,2012
+2012-06-01,London,United Kingdom,13.477,2012
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+2012-10-01,London,United Kingdom,9.895,2012
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+2013-01-01,London,United Kingdom,3.417,2013
+2013-02-01,London,United Kingdom,3.087,2013
+2013-03-01,London,United Kingdom,3.232,2013
+2013-04-01,London,United Kingdom,7.530,2013
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+2013-07-01,London,United Kingdom,18.694,2013
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+2000-06-01,Los Angeles,United States,22.524,2000
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+2000-08-01,Los Angeles,United States,25.053,2000
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+2004-03-01,Los Angeles,United States,16.214,2004
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+2004-12-01,Los Angeles,United States,9.833,2004
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+2006-03-01,Los Angeles,United States,8.862,2006
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+2007-01-01,Los Angeles,United States,8.391,2007
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+2011-02-01,Los Angeles,United States,8.759,2011
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+2013-01-01,Los Angeles,United States,8.813,2013
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+2000-01-01,Luanda,Angola,25.077,2000
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+2000-03-01,Luanda,Angola,26.496,2000
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+2000-06-01,Luanda,Angola,23.461,2000
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+2001-02-01,Luanda,Angola,25.769,2001
+2001-03-01,Luanda,Angola,26.240,2001
+2001-04-01,Luanda,Angola,25.741,2001
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+2002-03-01,Luanda,Angola,26.747,2002
+2002-04-01,Luanda,Angola,26.627,2002
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+2002-08-01,Luanda,Angola,21.549,2002
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+2002-10-01,Luanda,Angola,24.093,2002
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+2003-02-01,Luanda,Angola,26.758,2003
+2003-03-01,Luanda,Angola,26.346,2003
+2003-04-01,Luanda,Angola,26.922,2003
+2003-05-01,Luanda,Angola,25.633,2003
+2003-06-01,Luanda,Angola,23.537,2003
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+2003-09-01,Luanda,Angola,24.048,2003
+2003-10-01,Luanda,Angola,24.882,2003
+2003-11-01,Luanda,Angola,25.499,2003
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+2004-01-01,Luanda,Angola,25.365,2004
+2004-02-01,Luanda,Angola,25.905,2004
+2004-03-01,Luanda,Angola,26.683,2004
+2004-04-01,Luanda,Angola,25.963,2004
+2004-05-01,Luanda,Angola,24.955,2004
+2004-06-01,Luanda,Angola,21.553,2004
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+2005-01-01,Luanda,Angola,25.617,2005
+2005-02-01,Luanda,Angola,26.746,2005
+2005-03-01,Luanda,Angola,27.006,2005
+2005-04-01,Luanda,Angola,26.260,2005
+2005-05-01,Luanda,Angola,24.050,2005
+2005-06-01,Luanda,Angola,23.396,2005
+2005-07-01,Luanda,Angola,20.438,2005
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+2005-09-01,Luanda,Angola,22.441,2005
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+2006-03-01,Luanda,Angola,26.215,2006
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+2006-05-01,Luanda,Angola,24.102,2006
+2006-06-01,Luanda,Angola,23.108,2006
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+2006-09-01,Luanda,Angola,22.424,2006
+2006-10-01,Luanda,Angola,24.031,2006
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+2007-01-01,Luanda,Angola,24.769,2007
+2007-02-01,Luanda,Angola,26.509,2007
+2007-03-01,Luanda,Angola,26.805,2007
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+2007-05-01,Luanda,Angola,25.817,2007
+2007-06-01,Luanda,Angola,21.968,2007
+2007-07-01,Luanda,Angola,20.823,2007
+2007-08-01,Luanda,Angola,20.907,2007
+2007-09-01,Luanda,Angola,22.707,2007
+2007-10-01,Luanda,Angola,24.117,2007
+2007-11-01,Luanda,Angola,25.259,2007
+2007-12-01,Luanda,Angola,25.066,2007
+2008-01-01,Luanda,Angola,24.808,2008
+2008-02-01,Luanda,Angola,25.543,2008
+2008-03-01,Luanda,Angola,26.165,2008
+2008-04-01,Luanda,Angola,25.685,2008
+2008-05-01,Luanda,Angola,25.263,2008
+2008-06-01,Luanda,Angola,21.772,2008
+2008-07-01,Luanda,Angola,20.582,2008
+2008-08-01,Luanda,Angola,22.015,2008
+2008-09-01,Luanda,Angola,23.721,2008
+2008-10-01,Luanda,Angola,24.897,2008
+2008-11-01,Luanda,Angola,25.814,2008
+2008-12-01,Luanda,Angola,24.931,2008
+2009-01-01,Luanda,Angola,25.056,2009
+2009-02-01,Luanda,Angola,25.362,2009
+2009-03-01,Luanda,Angola,26.304,2009
+2009-04-01,Luanda,Angola,25.820,2009
+2009-05-01,Luanda,Angola,25.436,2009
+2009-06-01,Luanda,Angola,23.188,2009
+2009-07-01,Luanda,Angola,20.965,2009
+2009-08-01,Luanda,Angola,21.161,2009
+2009-09-01,Luanda,Angola,23.250,2009
+2009-10-01,Luanda,Angola,24.423,2009
+2009-11-01,Luanda,Angola,25.182,2009
+2009-12-01,Luanda,Angola,25.754,2009
+2010-01-01,Luanda,Angola,26.012,2010
+2010-02-01,Luanda,Angola,27.018,2010
+2010-03-01,Luanda,Angola,26.644,2010
+2010-04-01,Luanda,Angola,26.094,2010
+2010-05-01,Luanda,Angola,25.263,2010
+2010-06-01,Luanda,Angola,22.985,2010
+2010-07-01,Luanda,Angola,21.488,2010
+2010-08-01,Luanda,Angola,21.680,2010
+2010-09-01,Luanda,Angola,23.311,2010
+2010-10-01,Luanda,Angola,24.348,2010
+2010-11-01,Luanda,Angola,24.396,2010
+2010-12-01,Luanda,Angola,24.044,2010
+2011-01-01,Luanda,Angola,23.712,2011
+2011-02-01,Luanda,Angola,26.607,2011
+2011-03-01,Luanda,Angola,26.997,2011
+2011-04-01,Luanda,Angola,25.824,2011
+2011-05-01,Luanda,Angola,24.708,2011
+2011-06-01,Luanda,Angola,22.811,2011
+2011-07-01,Luanda,Angola,20.879,2011
+2011-08-01,Luanda,Angola,21.234,2011
+2011-09-01,Luanda,Angola,23.158,2011
+2011-10-01,Luanda,Angola,23.348,2011
+2011-11-01,Luanda,Angola,25.485,2011
+2011-12-01,Luanda,Angola,25.046,2011
+2012-01-01,Luanda,Angola,24.607,2012
+2012-02-01,Luanda,Angola,24.652,2012
+2012-03-01,Luanda,Angola,26.778,2012
+2012-04-01,Luanda,Angola,25.938,2012
+2012-05-01,Luanda,Angola,24.910,2012
+2012-06-01,Luanda,Angola,22.528,2012
+2012-07-01,Luanda,Angola,20.808,2012
+2012-08-01,Luanda,Angola,21.364,2012
+2012-09-01,Luanda,Angola,23.142,2012
+2012-10-01,Luanda,Angola,24.659,2012
+2012-11-01,Luanda,Angola,25.976,2012
+2012-12-01,Luanda,Angola,25.519,2012
+2013-01-01,Luanda,Angola,26.331,2013
+2013-02-01,Luanda,Angola,26.944,2013
+2013-03-01,Luanda,Angola,26.945,2013
+2013-04-01,Luanda,Angola,26.233,2013
+2013-05-01,Luanda,Angola,25.278,2013
+2013-06-01,Luanda,Angola,22.864,2013
+2013-07-01,Luanda,Angola,20.706,2013
+2013-08-01,Luanda,Angola,21.130,2013
+2013-09-01,Luanda,Angola,NaN,2013
+2000-01-01,Madras,India,25.143,2000
+2000-02-01,Madras,India,26.705,2000
+2000-03-01,Madras,India,28.267,2000
+2000-04-01,Madras,India,31.341,2000
+2000-05-01,Madras,India,33.117,2000
+2000-06-01,Madras,India,31.455,2000
+2000-07-01,Madras,India,30.483,2000
+2000-08-01,Madras,India,29.683,2000
+2000-09-01,Madras,India,30.007,2000
+2000-10-01,Madras,India,28.408,2000
+2000-11-01,Madras,India,26.702,2000
+2000-12-01,Madras,India,24.429,2000
+2001-01-01,Madras,India,25.037,2001
+2001-02-01,Madras,India,26.821,2001
+2001-03-01,Madras,India,29.147,2001
+2001-04-01,Madras,India,30.139,2001
+2001-05-01,Madras,India,33.871,2001
+2001-06-01,Madras,India,32.387,2001
+2001-07-01,Madras,India,31.910,2001
+2001-08-01,Madras,India,30.603,2001
+2001-09-01,Madras,India,30.375,2001
+2001-10-01,Madras,India,28.108,2001
+2001-11-01,Madras,India,26.891,2001
+2001-12-01,Madras,India,24.666,2001
+2002-01-01,Madras,India,25.191,2002
+2002-02-01,Madras,India,26.126,2002
+2002-03-01,Madras,India,28.854,2002
+2002-04-01,Madras,India,31.185,2002
+2002-05-01,Madras,India,33.687,2002
+2002-06-01,Madras,India,32.298,2002
+2002-07-01,Madras,India,32.451,2002
+2002-08-01,Madras,India,30.647,2002
+2002-09-01,Madras,India,30.902,2002
+2002-10-01,Madras,India,28.685,2002
+2002-11-01,Madras,India,26.138,2002
+2002-12-01,Madras,India,24.794,2002
+2003-01-01,Madras,India,24.933,2003
+2003-02-01,Madras,India,27.134,2003
+2003-03-01,Madras,India,28.745,2003
+2003-04-01,Madras,India,31.064,2003
+2003-05-01,Madras,India,33.902,2003
+2003-06-01,Madras,India,33.735,2003
+2003-07-01,Madras,India,30.541,2003
+2003-08-01,Madras,India,30.241,2003
+2003-09-01,Madras,India,30.661,2003
+2003-10-01,Madras,India,28.717,2003
+2003-11-01,Madras,India,26.729,2003
+2003-12-01,Madras,India,24.875,2003
+2004-01-01,Madras,India,24.844,2004
+2004-02-01,Madras,India,26.065,2004
+2004-03-01,Madras,India,28.860,2004
+2004-04-01,Madras,India,31.495,2004
+2004-05-01,Madras,India,31.249,2004
+2004-06-01,Madras,India,32.009,2004
+2004-07-01,Madras,India,30.982,2004
+2004-08-01,Madras,India,31.612,2004
+2004-09-01,Madras,India,29.499,2004
+2004-10-01,Madras,India,27.989,2004
+2004-11-01,Madras,India,26.215,2004
+2004-12-01,Madras,India,24.912,2004
+2005-01-01,Madras,India,25.637,2005
+2005-02-01,Madras,India,26.828,2005
+2005-03-01,Madras,India,29.140,2005
+2005-04-01,Madras,India,30.463,2005
+2005-05-01,Madras,India,32.924,2005
+2005-06-01,Madras,India,33.331,2005
+2005-07-01,Madras,India,31.356,2005
+2005-08-01,Madras,India,31.005,2005
+2005-09-01,Madras,India,30.067,2005
+2005-10-01,Madras,India,28.092,2005
+2005-11-01,Madras,India,25.607,2005
+2005-12-01,Madras,India,24.743,2005
+2006-01-01,Madras,India,24.920,2006
+2006-02-01,Madras,India,26.069,2006
+2006-03-01,Madras,India,28.727,2006
+2006-04-01,Madras,India,31.042,2006
+2006-05-01,Madras,India,32.618,2006
+2006-06-01,Madras,India,32.170,2006
+2006-07-01,Madras,India,31.819,2006
+2006-08-01,Madras,India,30.915,2006
+2006-09-01,Madras,India,30.080,2006
+2006-10-01,Madras,India,28.643,2006
+2006-11-01,Madras,India,26.579,2006
+2006-12-01,Madras,India,25.297,2006
+2007-01-01,Madras,India,25.223,2007
+2007-02-01,Madras,India,26.388,2007
+2007-03-01,Madras,India,28.594,2007
+2007-04-01,Madras,India,30.666,2007
+2007-05-01,Madras,India,34.034,2007
+2007-06-01,Madras,India,31.589,2007
+2007-07-01,Madras,India,31.189,2007
+2007-08-01,Madras,India,30.033,2007
+2007-09-01,Madras,India,29.697,2007
+2007-10-01,Madras,India,28.558,2007
+2007-11-01,Madras,India,26.407,2007
+2007-12-01,Madras,India,25.264,2007
+2008-01-01,Madras,India,25.055,2008
+2008-02-01,Madras,India,26.697,2008
+2008-03-01,Madras,India,27.777,2008
+2008-04-01,Madras,India,30.534,2008
+2008-05-01,Madras,India,33.890,2008
+2008-06-01,Madras,India,32.370,2008
+2008-07-01,Madras,India,31.360,2008
+2008-08-01,Madras,India,30.080,2008
+2008-09-01,Madras,India,30.040,2008
+2008-10-01,Madras,India,28.330,2008
+2008-11-01,Madras,India,26.724,2008
+2008-12-01,Madras,India,25.432,2008
+2009-01-01,Madras,India,25.031,2009
+2009-02-01,Madras,India,26.988,2009
+2009-03-01,Madras,India,28.629,2009
+2009-04-01,Madras,India,31.171,2009
+2009-05-01,Madras,India,32.949,2009
+2009-06-01,Madras,India,33.259,2009
+2009-07-01,Madras,India,32.047,2009
+2009-08-01,Madras,India,31.082,2009
+2009-09-01,Madras,India,30.435,2009
+2009-10-01,Madras,India,29.400,2009
+2009-11-01,Madras,India,26.885,2009
+2009-12-01,Madras,India,25.133,2009
+2010-01-01,Madras,India,25.354,2010
+2010-02-01,Madras,India,26.685,2010
+2010-03-01,Madras,India,29.405,2010
+2010-04-01,Madras,India,32.079,2010
+2010-05-01,Madras,India,32.831,2010
+2010-06-01,Madras,India,31.907,2010
+2010-07-01,Madras,India,30.188,2010
+2010-08-01,Madras,India,30.081,2010
+2010-09-01,Madras,India,29.561,2010
+2010-10-01,Madras,India,28.856,2010
+2010-11-01,Madras,India,26.932,2010
+2010-12-01,Madras,India,24.689,2010
+2011-01-01,Madras,India,24.911,2011
+2011-02-01,Madras,India,26.006,2011
+2011-03-01,Madras,India,28.311,2011
+2011-04-01,Madras,India,30.102,2011
+2011-05-01,Madras,India,33.100,2011
+2011-06-01,Madras,India,32.988,2011
+2011-07-01,Madras,India,31.358,2011
+2011-08-01,Madras,India,30.413,2011
+2011-09-01,Madras,India,30.549,2011
+2011-10-01,Madras,India,29.015,2011
+2011-11-01,Madras,India,26.589,2011
+2011-12-01,Madras,India,25.416,2011
+2012-01-01,Madras,India,25.134,2012
+2012-02-01,Madras,India,26.791,2012
+2012-03-01,Madras,India,29.476,2012
+2012-04-01,Madras,India,31.341,2012
+2012-05-01,Madras,India,34.135,2012
+2012-06-01,Madras,India,34.249,2012
+2012-07-01,Madras,India,31.838,2012
+2012-08-01,Madras,India,31.077,2012
+2012-09-01,Madras,India,30.853,2012
+2012-10-01,Madras,India,28.772,2012
+2012-11-01,Madras,India,27.453,2012
+2012-12-01,Madras,India,26.222,2012
+2013-01-01,Madras,India,26.141,2013
+2013-02-01,Madras,India,27.093,2013
+2013-03-01,Madras,India,29.070,2013
+2013-04-01,Madras,India,32.124,2013
+2013-05-01,Madras,India,34.587,2013
+2013-06-01,Madras,India,32.996,2013
+2013-07-01,Madras,India,30.770,2013
+2013-08-01,Madras,India,30.513,2013
+2013-09-01,Madras,India,NaN,2013
+2000-01-01,Madrid,Spain,1.912,2000
+2000-02-01,Madrid,Spain,7.819,2000
+2000-03-01,Madrid,Spain,8.654,2000
+2000-04-01,Madrid,Spain,8.156,2000
+2000-05-01,Madrid,Spain,15.003,2000
+2000-06-01,Madrid,Spain,19.763,2000
+2000-07-01,Madrid,Spain,20.760,2000
+2000-08-01,Madrid,Spain,21.367,2000
+2000-09-01,Madrid,Spain,18.249,2000
+2000-10-01,Madrid,Spain,11.907,2000
+2000-11-01,Madrid,Spain,6.630,2000
+2000-12-01,Madrid,Spain,6.216,2000
+2001-01-01,Madrid,Spain,5.441,2001
+2001-02-01,Madrid,Spain,5.755,2001
+2001-03-01,Madrid,Spain,10.060,2001
+2001-04-01,Madrid,Spain,10.074,2001
+2001-05-01,Madrid,Spain,14.170,2001
+2001-06-01,Madrid,Spain,20.379,2001
+2001-07-01,Madrid,Spain,21.010,2001
+2001-08-01,Madrid,Spain,22.620,2001
+2001-09-01,Madrid,Spain,17.434,2001
+2001-10-01,Madrid,Spain,13.859,2001
+2001-11-01,Madrid,Spain,5.409,2001
+2001-12-01,Madrid,Spain,1.746,2001
+2002-01-01,Madrid,Spain,5.265,2002
+2002-02-01,Madrid,Spain,6.350,2002
+2002-03-01,Madrid,Spain,8.581,2002
+2002-04-01,Madrid,Spain,10.432,2002
+2002-05-01,Madrid,Spain,12.783,2002
+2002-06-01,Madrid,Spain,20.186,2002
+2002-07-01,Madrid,Spain,21.523,2002
+2002-08-01,Madrid,Spain,20.655,2002
+2002-09-01,Madrid,Spain,17.008,2002
+2002-10-01,Madrid,Spain,12.711,2002
+2002-11-01,Madrid,Spain,8.125,2002
+2002-12-01,Madrid,Spain,6.571,2002
+2003-01-01,Madrid,Spain,3.564,2003
+2003-02-01,Madrid,Spain,3.927,2003
+2003-03-01,Madrid,Spain,9.624,2003
+2003-04-01,Madrid,Spain,10.377,2003
+2003-05-01,Madrid,Spain,15.100,2003
+2003-06-01,Madrid,Spain,22.305,2003
+2003-07-01,Madrid,Spain,22.528,2003
+2003-08-01,Madrid,Spain,24.524,2003
+2003-09-01,Madrid,Spain,18.952,2003
+2003-10-01,Madrid,Spain,11.325,2003
+2003-11-01,Madrid,Spain,8.229,2003
+2003-12-01,Madrid,Spain,4.634,2003
+2004-01-01,Madrid,Spain,5.265,2004
+2004-02-01,Madrid,Spain,5.253,2004
+2004-03-01,Madrid,Spain,6.593,2004
+2004-04-01,Madrid,Spain,8.991,2004
+2004-05-01,Madrid,Spain,12.617,2004
+2004-06-01,Madrid,Spain,21.125,2004
+2004-07-01,Madrid,Spain,22.177,2004
+2004-08-01,Madrid,Spain,21.352,2004
+2004-09-01,Madrid,Spain,19.140,2004
+2004-10-01,Madrid,Spain,13.078,2004
+2004-11-01,Madrid,Spain,6.235,2004
+2004-12-01,Madrid,Spain,4.243,2004
+2005-01-01,Madrid,Spain,2.646,2005
+2005-02-01,Madrid,Spain,2.125,2005
+2005-03-01,Madrid,Spain,7.878,2005
+2005-04-01,Madrid,Spain,10.763,2005
+2005-05-01,Madrid,Spain,15.782,2005
+2005-06-01,Madrid,Spain,21.884,2005
+2005-07-01,Madrid,Spain,22.923,2005
+2005-08-01,Madrid,Spain,22.415,2005
+2005-09-01,Madrid,Spain,17.637,2005
+2005-10-01,Madrid,Spain,13.101,2005
+2005-11-01,Madrid,Spain,6.315,2005
+2005-12-01,Madrid,Spain,3.683,2005
+2006-01-01,Madrid,Spain,2.656,2006
+2006-02-01,Madrid,Spain,3.800,2006
+2006-03-01,Madrid,Spain,8.566,2006
+2006-04-01,Madrid,Spain,11.388,2006
+2006-05-01,Madrid,Spain,16.416,2006
+2006-06-01,Madrid,Spain,20.639,2006
+2006-07-01,Madrid,Spain,24.298,2006
+2006-08-01,Madrid,Spain,21.052,2006
+2006-09-01,Madrid,Spain,19.334,2006
+2006-10-01,Madrid,Spain,14.448,2006
+2006-11-01,Madrid,Spain,10.054,2006
+2006-12-01,Madrid,Spain,4.032,2006
+2007-01-01,Madrid,Spain,4.315,2007
+2007-02-01,Madrid,Spain,6.868,2007
+2007-03-01,Madrid,Spain,7.149,2007
+2007-04-01,Madrid,Spain,10.558,2007
+2007-05-01,Madrid,Spain,13.661,2007
+2007-06-01,Madrid,Spain,17.417,2007
+2007-07-01,Madrid,Spain,21.366,2007
+2007-08-01,Madrid,Spain,20.619,2007
+2007-09-01,Madrid,Spain,18.215,2007
+2007-10-01,Madrid,Spain,12.238,2007
+2007-11-01,Madrid,Spain,6.443,2007
+2007-12-01,Madrid,Spain,3.816,2007
+2008-01-01,Madrid,Spain,5.708,2008
+2008-02-01,Madrid,Spain,7.133,2008
+2008-03-01,Madrid,Spain,7.585,2008
+2008-04-01,Madrid,Spain,10.576,2008
+2008-05-01,Madrid,Spain,12.996,2008
+2008-06-01,Madrid,Spain,18.154,2008
+2008-07-01,Madrid,Spain,21.296,2008
+2008-08-01,Madrid,Spain,21.843,2008
+2008-09-01,Madrid,Spain,16.876,2008
+2008-10-01,Madrid,Spain,11.633,2008
+2008-11-01,Madrid,Spain,5.491,2008
+2008-12-01,Madrid,Spain,3.709,2008
+2009-01-01,Madrid,Spain,3.005,2009
+2009-02-01,Madrid,Spain,5.230,2009
+2009-03-01,Madrid,Spain,9.026,2009
+2009-04-01,Madrid,Spain,9.180,2009
+2009-05-01,Madrid,Spain,15.945,2009
+2009-06-01,Madrid,Spain,20.272,2009
+2009-07-01,Madrid,Spain,22.570,2009
+2009-08-01,Madrid,Spain,23.710,2009
+2009-09-01,Madrid,Spain,18.501,2009
+2009-10-01,Madrid,Spain,14.611,2009
+2009-11-01,Madrid,Spain,9.194,2009
+2009-12-01,Madrid,Spain,4.264,2009
+2010-01-01,Madrid,Spain,3.443,2010
+2010-02-01,Madrid,Spain,4.061,2010
+2010-03-01,Madrid,Spain,6.672,2010
+2010-04-01,Madrid,Spain,11.455,2010
+2010-05-01,Madrid,Spain,12.979,2010
+2010-06-01,Madrid,Spain,18.203,2010
+2010-07-01,Madrid,Spain,23.974,2010
+2010-08-01,Madrid,Spain,22.934,2010
+2010-09-01,Madrid,Spain,18.323,2010
+2010-10-01,Madrid,Spain,11.684,2010
+2010-11-01,Madrid,Spain,6.327,2010
+2010-12-01,Madrid,Spain,4.022,2010
+2011-01-01,Madrid,Spain,4.232,2011
+2011-02-01,Madrid,Spain,5.804,2011
+2011-03-01,Madrid,Spain,7.579,2011
+2011-04-01,Madrid,Spain,13.499,2011
+2011-05-01,Madrid,Spain,16.440,2011
+2011-06-01,Madrid,Spain,19.625,2011
+2011-07-01,Madrid,Spain,21.490,2011
+2011-08-01,Madrid,Spain,22.852,2011
+2011-09-01,Madrid,Spain,19.865,2011
+2011-10-01,Madrid,Spain,14.487,2011
+2011-11-01,Madrid,Spain,8.841,2011
+2011-12-01,Madrid,Spain,4.604,2011
+2012-01-01,Madrid,Spain,3.753,2012
+2012-02-01,Madrid,Spain,2.947,2012
+2012-03-01,Madrid,Spain,8.808,2012
+2012-04-01,Madrid,Spain,8.126,2012
+2012-05-01,Madrid,Spain,15.943,2012
+2012-06-01,Madrid,Spain,20.234,2012
+2012-07-01,Madrid,Spain,21.831,2012
+2012-08-01,Madrid,Spain,23.021,2012
+2012-09-01,Madrid,Spain,18.204,2012
+2012-10-01,Madrid,Spain,12.509,2012
+2012-11-01,Madrid,Spain,7.610,2012
+2012-12-01,Madrid,Spain,4.972,2012
+2013-01-01,Madrid,Spain,4.691,2013
+2013-02-01,Madrid,Spain,4.403,2013
+2013-03-01,Madrid,Spain,7.504,2013
+2013-04-01,Madrid,Spain,9.483,2013
+2013-05-01,Madrid,Spain,11.629,2013
+2013-06-01,Madrid,Spain,17.565,2013
+2013-07-01,Madrid,Spain,23.605,2013
+2013-08-01,Madrid,Spain,22.599,2013
+2013-09-01,Madrid,Spain,NaN,2013
+2000-01-01,Manila,Philippines,25.700,2000
+2000-02-01,Manila,Philippines,26.418,2000
+2000-03-01,Manila,Philippines,27.850,2000
+2000-04-01,Manila,Philippines,29.202,2000
+2000-05-01,Manila,Philippines,28.202,2000
+2000-06-01,Manila,Philippines,27.874,2000
+2000-07-01,Manila,Philippines,26.052,2000
+2000-08-01,Manila,Philippines,26.911,2000
+2000-09-01,Manila,Philippines,26.642,2000
+2000-10-01,Manila,Philippines,26.834,2000
+2000-11-01,Manila,Philippines,26.620,2000
+2000-12-01,Manila,Philippines,25.943,2000
+2001-01-01,Manila,Philippines,26.018,2001
+2001-02-01,Manila,Philippines,26.757,2001
+2001-03-01,Manila,Philippines,27.960,2001
+2001-04-01,Manila,Philippines,29.359,2001
+2001-05-01,Manila,Philippines,28.673,2001
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+2012-11-01,Mogadishu,Somalia,28.311,2012
+2012-12-01,Mogadishu,Somalia,28.423,2012
+2013-01-01,Mogadishu,Somalia,27.451,2013
+2013-02-01,Mogadishu,Somalia,27.535,2013
+2013-03-01,Mogadishu,Somalia,28.822,2013
+2013-04-01,Mogadishu,Somalia,29.673,2013
+2013-05-01,Mogadishu,Somalia,29.203,2013
+2013-06-01,Mogadishu,Somalia,27.391,2013
+2013-07-01,Mogadishu,Somalia,26.517,2013
+2013-08-01,Mogadishu,Somalia,26.939,2013
+2013-09-01,Mogadishu,Somalia,NaN,2013
+2000-01-01,Montreal,Canada,-11.684,2000
+2000-02-01,Montreal,Canada,-8.385,2000
+2000-03-01,Montreal,Canada,0.541,2000
+2000-04-01,Montreal,Canada,4.070,2000
+2000-05-01,Montreal,Canada,11.895,2000
+2000-06-01,Montreal,Canada,16.219,2000
+2000-07-01,Montreal,Canada,18.732,2000
+2000-08-01,Montreal,Canada,18.561,2000
+2000-09-01,Montreal,Canada,13.013,2000
+2000-10-01,Montreal,Canada,7.503,2000
+2000-11-01,Montreal,Canada,1.517,2000
+2000-12-01,Montreal,Canada,-10.329,2000
+2001-01-01,Montreal,Canada,-10.840,2001
+2001-02-01,Montreal,Canada,-9.975,2001
+2001-03-01,Montreal,Canada,-4.461,2001
+2001-04-01,Montreal,Canada,4.597,2001
+2001-05-01,Montreal,Canada,14.272,2001
+2001-06-01,Montreal,Canada,18.906,2001
+2001-07-01,Montreal,Canada,18.675,2001
+2001-08-01,Montreal,Canada,20.623,2001
+2001-09-01,Montreal,Canada,15.313,2001
+2001-10-01,Montreal,Canada,8.883,2001
+2001-11-01,Montreal,Canada,3.408,2001
+2001-12-01,Montreal,Canada,-1.833,2001
+2002-01-01,Montreal,Canada,-6.298,2002
+2002-02-01,Montreal,Canada,-6.876,2002
+2002-03-01,Montreal,Canada,-3.111,2002
+2002-04-01,Montreal,Canada,5.608,2002
+2002-05-01,Montreal,Canada,10.538,2002
+2002-06-01,Montreal,Canada,16.336,2002
+2002-07-01,Montreal,Canada,20.556,2002
+2002-08-01,Montreal,Canada,20.159,2002
+2002-09-01,Montreal,Canada,16.517,2002
+2002-10-01,Montreal,Canada,5.671,2002
+2002-11-01,Montreal,Canada,-0.550,2002
+2002-12-01,Montreal,Canada,-6.375,2002
+2003-01-01,Montreal,Canada,-14.338,2003
+2003-02-01,Montreal,Canada,-12.713,2003
+2003-03-01,Montreal,Canada,-4.825,2003
+2003-04-01,Montreal,Canada,2.793,2003
+2003-05-01,Montreal,Canada,12.078,2003
+2003-06-01,Montreal,Canada,17.792,2003
+2003-07-01,Montreal,Canada,20.035,2003
+2003-08-01,Montreal,Canada,20.119,2003
+2003-09-01,Montreal,Canada,16.069,2003
+2003-10-01,Montreal,Canada,6.710,2003
+2003-11-01,Montreal,Canada,1.632,2003
+2003-12-01,Montreal,Canada,-6.359,2003
+2004-01-01,Montreal,Canada,-16.513,2004
+2004-02-01,Montreal,Canada,-9.620,2004
+2004-03-01,Montreal,Canada,-1.654,2004
+2004-04-01,Montreal,Canada,4.825,2004
+2004-05-01,Montreal,Canada,12.600,2004
+2004-06-01,Montreal,Canada,16.261,2004
+2004-07-01,Montreal,Canada,19.910,2004
+2004-08-01,Montreal,Canada,18.405,2004
+2004-09-01,Montreal,Canada,14.802,2004
+2004-10-01,Montreal,Canada,7.786,2004
+2004-11-01,Montreal,Canada,0.826,2004
+2004-12-01,Montreal,Canada,-8.725,2004
+2005-01-01,Montreal,Canada,-12.858,2005
+2005-02-01,Montreal,Canada,-8.147,2005
+2005-03-01,Montreal,Canada,-4.603,2005
+2005-04-01,Montreal,Canada,5.914,2005
+2005-05-01,Montreal,Canada,10.622,2005
+2005-06-01,Montreal,Canada,19.935,2005
+2005-07-01,Montreal,Canada,20.857,2005
+2005-08-01,Montreal,Canada,20.226,2005
+2005-09-01,Montreal,Canada,16.136,2005
+2005-10-01,Montreal,Canada,8.833,2005
+2005-11-01,Montreal,Canada,1.792,2005
+2005-12-01,Montreal,Canada,-7.294,2005
+2006-01-01,Montreal,Canada,-5.879,2006
+2006-02-01,Montreal,Canada,-8.394,2006
+2006-03-01,Montreal,Canada,-1.958,2006
+2006-04-01,Montreal,Canada,6.424,2006
+2006-05-01,Montreal,Canada,13.646,2006
+2006-06-01,Montreal,Canada,18.491,2006
+2006-07-01,Montreal,Canada,21.636,2006
+2006-08-01,Montreal,Canada,17.890,2006
+2006-09-01,Montreal,Canada,13.821,2006
+2006-10-01,Montreal,Canada,6.783,2006
+2006-11-01,Montreal,Canada,3.787,2006
+2006-12-01,Montreal,Canada,-2.797,2006
+2007-01-01,Montreal,Canada,-9.488,2007
+2007-02-01,Montreal,Canada,-12.937,2007
+2007-03-01,Montreal,Canada,-4.216,2007
+2007-04-01,Montreal,Canada,4.149,2007
+2007-05-01,Montreal,Canada,12.657,2007
+2007-06-01,Montreal,Canada,18.510,2007
+2007-07-01,Montreal,Canada,19.031,2007
+2007-08-01,Montreal,Canada,18.355,2007
+2007-09-01,Montreal,Canada,15.246,2007
+2007-10-01,Montreal,Canada,10.058,2007
+2007-11-01,Montreal,Canada,-0.154,2007
+2007-12-01,Montreal,Canada,-8.259,2007
+2008-01-01,Montreal,Canada,-8.132,2008
+2008-02-01,Montreal,Canada,-9.042,2008
+2008-03-01,Montreal,Canada,-5.623,2008
+2008-04-01,Montreal,Canada,6.633,2008
+2008-05-01,Montreal,Canada,11.141,2008
+2008-06-01,Montreal,Canada,18.353,2008
+2008-07-01,Montreal,Canada,20.174,2008
+2008-08-01,Montreal,Canada,18.419,2008
+2008-09-01,Montreal,Canada,15.029,2008
+2008-10-01,Montreal,Canada,6.854,2008
+2008-11-01,Montreal,Canada,1.382,2008
+2008-12-01,Montreal,Canada,-7.786,2008
+2009-01-01,Montreal,Canada,-15.132,2009
+2009-02-01,Montreal,Canada,-8.461,2009
+2009-03-01,Montreal,Canada,-2.502,2009
+2009-04-01,Montreal,Canada,6.555,2009
+2009-05-01,Montreal,Canada,11.685,2009
+2009-06-01,Montreal,Canada,16.773,2009
+2009-07-01,Montreal,Canada,18.570,2009
+2009-08-01,Montreal,Canada,19.769,2009
+2009-09-01,Montreal,Canada,13.794,2009
+2009-10-01,Montreal,Canada,5.680,2009
+2009-11-01,Montreal,Canada,3.479,2009
+2009-12-01,Montreal,Canada,-6.917,2009
+2010-01-01,Montreal,Canada,-7.611,2010
+2010-02-01,Montreal,Canada,-5.976,2010
+2010-03-01,Montreal,Canada,1.524,2010
+2010-04-01,Montreal,Canada,7.946,2010
+2010-05-01,Montreal,Canada,14.379,2010
+2010-06-01,Montreal,Canada,17.331,2010
+2010-07-01,Montreal,Canada,21.811,2010
+2010-08-01,Montreal,Canada,19.421,2010
+2010-09-01,Montreal,Canada,15.174,2010
+2010-10-01,Montreal,Canada,7.027,2010
+2010-11-01,Montreal,Canada,1.253,2010
+2010-12-01,Montreal,Canada,-6.906,2010
+2011-01-01,Montreal,Canada,-10.696,2011
+2011-02-01,Montreal,Canada,-9.525,2011
+2011-03-01,Montreal,Canada,-3.354,2011
+2011-04-01,Montreal,Canada,4.989,2011
+2011-05-01,Montreal,Canada,12.985,2011
+2011-06-01,Montreal,Canada,17.962,2011
+2011-07-01,Montreal,Canada,21.375,2011
+2011-08-01,Montreal,Canada,19.427,2011
+2011-09-01,Montreal,Canada,16.080,2011
+2011-10-01,Montreal,Canada,8.706,2011
+2011-11-01,Montreal,Canada,4.417,2011
+2011-12-01,Montreal,Canada,-4.111,2011
+2012-01-01,Montreal,Canada,-8.899,2012
+2012-02-01,Montreal,Canada,-6.562,2012
+2012-03-01,Montreal,Canada,1.550,2012
+2012-04-01,Montreal,Canada,5.663,2012
+2012-05-01,Montreal,Canada,14.675,2012
+2012-06-01,Montreal,Canada,18.364,2012
+2012-07-01,Montreal,Canada,20.772,2012
+2012-08-01,Montreal,Canada,20.681,2012
+2012-09-01,Montreal,Canada,14.612,2012
+2012-10-01,Montreal,Canada,9.496,2012
+2012-11-01,Montreal,Canada,-0.448,2012
+2012-12-01,Montreal,Canada,-4.776,2012
+2013-01-01,Montreal,Canada,-10.044,2013
+2013-02-01,Montreal,Canada,-7.958,2013
+2013-03-01,Montreal,Canada,-1.444,2013
+2013-04-01,Montreal,Canada,4.858,2013
+2013-05-01,Montreal,Canada,14.065,2013
+2013-06-01,Montreal,Canada,16.949,2013
+2013-07-01,Montreal,Canada,21.298,2013
+2013-08-01,Montreal,Canada,18.738,2013
+2013-09-01,Montreal,Canada,14.281,2013
+2000-01-01,Moscow,Russia,-7.313,2000
+2000-02-01,Moscow,Russia,-3.551,2000
+2000-03-01,Moscow,Russia,-1.661,2000
+2000-04-01,Moscow,Russia,10.096,2000
+2000-05-01,Moscow,Russia,10.357,2000
+2000-06-01,Moscow,Russia,15.243,2000
+2000-07-01,Moscow,Russia,18.676,2000
+2000-08-01,Moscow,Russia,16.420,2000
+2000-09-01,Moscow,Russia,9.775,2000
+2000-10-01,Moscow,Russia,6.611,2000
+2000-11-01,Moscow,Russia,-0.168,2000
+2000-12-01,Moscow,Russia,-2.954,2000
+2001-01-01,Moscow,Russia,-4.914,2001
+2001-02-01,Moscow,Russia,-7.761,2001
+2001-03-01,Moscow,Russia,-2.833,2001
+2001-04-01,Moscow,Russia,10.055,2001
+2001-05-01,Moscow,Russia,11.012,2001
+2001-06-01,Moscow,Russia,15.733,2001
+2001-07-01,Moscow,Russia,22.306,2001
+2001-08-01,Moscow,Russia,16.576,2001
+2001-09-01,Moscow,Russia,11.631,2001
+2001-10-01,Moscow,Russia,4.778,2001
+2001-11-01,Moscow,Russia,-0.865,2001
+2001-12-01,Moscow,Russia,-11.924,2001
+2002-01-01,Moscow,Russia,-5.558,2002
+2002-02-01,Moscow,Russia,-1.074,2002
+2002-03-01,Moscow,Russia,1.883,2002
+2002-04-01,Moscow,Russia,6.496,2002
+2002-05-01,Moscow,Russia,12.188,2002
+2002-06-01,Moscow,Russia,16.590,2002
+2002-07-01,Moscow,Russia,21.742,2002
+2002-08-01,Moscow,Russia,16.913,2002
+2002-09-01,Moscow,Russia,11.588,2002
+2002-10-01,Moscow,Russia,2.308,2002
+2002-11-01,Moscow,Russia,-1.884,2002
+2002-12-01,Moscow,Russia,-13.581,2002
+2003-01-01,Moscow,Russia,-8.051,2003
+2003-02-01,Moscow,Russia,-9.678,2003
+2003-03-01,Moscow,Russia,-4.014,2003
+2003-04-01,Moscow,Russia,3.705,2003
+2003-05-01,Moscow,Russia,14.829,2003
+2003-06-01,Moscow,Russia,12.697,2003
+2003-07-01,Moscow,Russia,19.809,2003
+2003-08-01,Moscow,Russia,16.519,2003
+2003-09-01,Moscow,Russia,11.200,2003
+2003-10-01,Moscow,Russia,4.898,2003
+2003-11-01,Moscow,Russia,0.901,2003
+2003-12-01,Moscow,Russia,-2.963,2003
+2004-01-01,Moscow,Russia,-7.127,2004
+2004-02-01,Moscow,Russia,-7.799,2004
+2004-03-01,Moscow,Russia,0.756,2004
+2004-04-01,Moscow,Russia,4.175,2004
+2004-05-01,Moscow,Russia,10.914,2004
+2004-06-01,Moscow,Russia,14.791,2004
+2004-07-01,Moscow,Russia,18.381,2004
+2004-08-01,Moscow,Russia,17.955,2004
+2004-09-01,Moscow,Russia,11.871,2004
+2004-10-01,Moscow,Russia,5.601,2004
+2004-11-01,Moscow,Russia,-2.191,2004
+2004-12-01,Moscow,Russia,-3.540,2004
+2005-01-01,Moscow,Russia,-3.603,2005
+2005-02-01,Moscow,Russia,-9.947,2005
+2005-03-01,Moscow,Russia,-6.891,2005
+2005-04-01,Moscow,Russia,6.462,2005
+2005-05-01,Moscow,Russia,14.477,2005
+2005-06-01,Moscow,Russia,15.657,2005
+2005-07-01,Moscow,Russia,18.706,2005
+2005-08-01,Moscow,Russia,17.126,2005
+2005-09-01,Moscow,Russia,12.904,2005
+2005-10-01,Moscow,Russia,5.708,2005
+2005-11-01,Moscow,Russia,0.839,2005
+2005-12-01,Moscow,Russia,-4.929,2005
+2006-01-01,Moscow,Russia,-11.423,2006
+2006-02-01,Moscow,Russia,-14.404,2006
+2006-03-01,Moscow,Russia,-4.846,2006
+2006-04-01,Moscow,Russia,5.279,2006
+2006-05-01,Moscow,Russia,11.743,2006
+2006-06-01,Moscow,Russia,17.616,2006
+2006-07-01,Moscow,Russia,17.435,2006
+2006-08-01,Moscow,Russia,17.216,2006
+2006-09-01,Moscow,Russia,13.070,2006
+2006-10-01,Moscow,Russia,6.606,2006
+2006-11-01,Moscow,Russia,0.128,2006
+2006-12-01,Moscow,Russia,0.512,2006
+2007-01-01,Moscow,Russia,-2.403,2007
+2007-02-01,Moscow,Russia,-11.949,2007
+2007-03-01,Moscow,Russia,3.886,2007
+2007-04-01,Moscow,Russia,5.020,2007
+2007-05-01,Moscow,Russia,15.086,2007
+2007-06-01,Moscow,Russia,16.667,2007
+2007-07-01,Moscow,Russia,18.360,2007
+2007-08-01,Moscow,Russia,19.571,2007
+2007-09-01,Moscow,Russia,11.773,2007
+2007-10-01,Moscow,Russia,6.446,2007
+2007-11-01,Moscow,Russia,-2.523,2007
+2007-12-01,Moscow,Russia,-2.810,2007
+2008-01-01,Moscow,Russia,-6.810,2008
+2008-02-01,Moscow,Russia,-2.197,2008
+2008-03-01,Moscow,Russia,1.340,2008
+2008-04-01,Moscow,Russia,8.806,2008
+2008-05-01,Moscow,Russia,10.868,2008
+2008-06-01,Moscow,Russia,15.058,2008
+2008-07-01,Moscow,Russia,18.655,2008
+2008-08-01,Moscow,Russia,17.700,2008
+2008-09-01,Moscow,Russia,10.741,2008
+2008-10-01,Moscow,Russia,8.240,2008
+2008-11-01,Moscow,Russia,1.602,2008
+2008-12-01,Moscow,Russia,-2.894,2008
+2009-01-01,Moscow,Russia,-6.470,2009
+2009-02-01,Moscow,Russia,-6.004,2009
+2009-03-01,Moscow,Russia,-1.316,2009
+2009-04-01,Moscow,Russia,4.611,2009
+2009-05-01,Moscow,Russia,12.916,2009
+2009-06-01,Moscow,Russia,16.741,2009
+2009-07-01,Moscow,Russia,18.387,2009
+2009-08-01,Moscow,Russia,15.403,2009
+2009-09-01,Moscow,Russia,13.680,2009
+2009-10-01,Moscow,Russia,5.473,2009
+2009-11-01,Moscow,Russia,1.930,2009
+2009-12-01,Moscow,Russia,-7.126,2009
+2010-01-01,Moscow,Russia,-15.846,2010
+2010-02-01,Moscow,Russia,-8.678,2010
+2010-03-01,Moscow,Russia,-2.037,2010
+2010-04-01,Moscow,Russia,7.550,2010
+2010-05-01,Moscow,Russia,16.284,2010
+2010-06-01,Moscow,Russia,18.568,2010
+2010-07-01,Moscow,Russia,24.580,2010
+2010-08-01,Moscow,Russia,21.478,2010
+2010-09-01,Moscow,Russia,11.602,2010
+2010-10-01,Moscow,Russia,3.298,2010
+2010-11-01,Moscow,Russia,2.363,2010
+2010-12-01,Moscow,Russia,-8.186,2010
+2011-01-01,Moscow,Russia,-8.472,2011
+2011-02-01,Moscow,Russia,-11.759,2011
+2011-03-01,Moscow,Russia,-2.908,2011
+2011-04-01,Moscow,Russia,5.729,2011
+2011-05-01,Moscow,Russia,13.982,2011
+2011-06-01,Moscow,Russia,18.437,2011
+2011-07-01,Moscow,Russia,22.434,2011
+2011-08-01,Moscow,Russia,18.149,2011
+2011-09-01,Moscow,Russia,11.812,2011
+2011-10-01,Moscow,Russia,5.926,2011
+2011-11-01,Moscow,Russia,-0.344,2011
+2011-12-01,Moscow,Russia,-0.868,2011
+2012-01-01,Moscow,Russia,-7.713,2012
+2012-02-01,Moscow,Russia,-12.533,2012
+2012-03-01,Moscow,Russia,-3.467,2012
+2012-04-01,Moscow,Russia,7.247,2012
+2012-05-01,Moscow,Russia,14.592,2012
+2012-06-01,Moscow,Russia,16.333,2012
+2012-07-01,Moscow,Russia,20.001,2012
+2012-08-01,Moscow,Russia,17.395,2012
+2012-09-01,Moscow,Russia,12.509,2012
+2012-10-01,Moscow,Russia,6.061,2012
+2012-11-01,Moscow,Russia,1.076,2012
+2012-12-01,Moscow,Russia,-9.090,2012
+2013-01-01,Moscow,Russia,-9.230,2013
+2013-02-01,Moscow,Russia,-4.726,2013
+2013-03-01,Moscow,Russia,-7.497,2013
+2013-04-01,Moscow,Russia,5.353,2013
+2013-05-01,Moscow,Russia,16.152,2013
+2013-06-01,Moscow,Russia,18.718,2013
+2013-07-01,Moscow,Russia,18.136,2013
+2013-08-01,Moscow,Russia,17.485,2013
+2013-09-01,Moscow,Russia,NaN,2013
+2000-01-01,Nagoya,Japan,5.907,2000
+2000-02-01,Nagoya,Japan,3.786,2000
+2000-03-01,Nagoya,Japan,7.847,2000
+2000-04-01,Nagoya,Japan,13.072,2000
+2000-05-01,Nagoya,Japan,18.905,2000
+2000-06-01,Nagoya,Japan,21.853,2000
+2000-07-01,Nagoya,Japan,26.909,2000
+2000-08-01,Nagoya,Japan,27.559,2000
+2000-09-01,Nagoya,Japan,23.832,2000
+2000-10-01,Nagoya,Japan,18.058,2000
+2000-11-01,Nagoya,Japan,13.248,2000
+2000-12-01,Nagoya,Japan,7.036,2000
+2001-01-01,Nagoya,Japan,3.856,2001
+2001-02-01,Nagoya,Japan,5.606,2001
+2001-03-01,Nagoya,Japan,8.503,2001
+2001-04-01,Nagoya,Japan,13.935,2001
+2001-05-01,Nagoya,Japan,18.926,2001
+2001-06-01,Nagoya,Japan,22.537,2001
+2001-07-01,Nagoya,Japan,27.417,2001
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+2001-09-01,Nagoya,Japan,22.617,2001
+2001-10-01,Nagoya,Japan,17.661,2001
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+2001-12-01,Nagoya,Japan,6.489,2001
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+2002-02-01,Nagoya,Japan,6.166,2002
+2002-03-01,Nagoya,Japan,10.441,2002
+2002-04-01,Nagoya,Japan,15.121,2002
+2002-05-01,Nagoya,Japan,18.472,2002
+2002-06-01,Nagoya,Japan,22.089,2002
+2002-07-01,Nagoya,Japan,27.125,2002
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+2002-09-01,Nagoya,Japan,23.259,2002
+2002-10-01,Nagoya,Japan,17.132,2002
+2002-11-01,Nagoya,Japan,9.531,2002
+2002-12-01,Nagoya,Japan,6.679,2002
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+2003-02-01,Nagoya,Japan,5.874,2003
+2003-03-01,Nagoya,Japan,7.755,2003
+2003-04-01,Nagoya,Japan,14.275,2003
+2003-05-01,Nagoya,Japan,18.487,2003
+2003-06-01,Nagoya,Japan,21.995,2003
+2003-07-01,Nagoya,Japan,23.644,2003
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+2003-09-01,Nagoya,Japan,24.086,2003
+2003-10-01,Nagoya,Japan,16.364,2003
+2003-11-01,Nagoya,Japan,14.210,2003
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+2004-01-01,Nagoya,Japan,4.364,2004
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+2004-08-01,Nagoya,Japan,26.637,2004
+2004-09-01,Nagoya,Japan,24.431,2004
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+2004-11-01,Nagoya,Japan,13.623,2004
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+2005-08-01,Nagoya,Japan,26.998,2005
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+2006-03-01,Nagoya,Japan,7.616,2006
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+2011-12-01,Nairobi,Kenya,16.894,2011
+2012-01-01,Nairobi,Kenya,17.586,2012
+2012-02-01,Nairobi,Kenya,18.251,2012
+2012-03-01,Nairobi,Kenya,18.919,2012
+2012-04-01,Nairobi,Kenya,17.016,2012
+2012-05-01,Nairobi,Kenya,16.135,2012
+2012-06-01,Nairobi,Kenya,15.737,2012
+2012-07-01,Nairobi,Kenya,15.170,2012
+2012-08-01,Nairobi,Kenya,15.758,2012
+2012-09-01,Nairobi,Kenya,16.474,2012
+2012-10-01,Nairobi,Kenya,17.183,2012
+2012-11-01,Nairobi,Kenya,17.045,2012
+2012-12-01,Nairobi,Kenya,16.782,2012
+2013-01-01,Nairobi,Kenya,17.901,2013
+2013-02-01,Nairobi,Kenya,18.209,2013
+2013-03-01,Nairobi,Kenya,18.823,2013
+2013-04-01,Nairobi,Kenya,16.674,2013
+2013-05-01,Nairobi,Kenya,16.967,2013
+2013-06-01,Nairobi,Kenya,15.476,2013
+2013-07-01,Nairobi,Kenya,15.240,2013
+2013-08-01,Nairobi,Kenya,15.985,2013
+2013-09-01,Nairobi,Kenya,NaN,2013
+2000-01-01,Nanjing,China,2.723,2000
+2000-02-01,Nanjing,China,4.189,2000
+2000-03-01,Nanjing,China,11.199,2000
+2000-04-01,Nanjing,China,16.764,2000
+2000-05-01,Nanjing,China,22.482,2000
+2000-06-01,Nanjing,China,25.272,2000
+2000-07-01,Nanjing,China,29.032,2000
+2000-08-01,Nanjing,China,27.603,2000
+2000-09-01,Nanjing,China,23.377,2000
+2000-10-01,Nanjing,China,17.689,2000
+2000-11-01,Nanjing,China,10.219,2000
+2000-12-01,Nanjing,China,7.203,2000
+2001-01-01,Nanjing,China,4.263,2001
+2001-02-01,Nanjing,China,5.992,2001
+2001-03-01,Nanjing,China,11.165,2001
+2001-04-01,Nanjing,China,15.364,2001
+2001-05-01,Nanjing,China,22.320,2001
+2001-06-01,Nanjing,China,24.569,2001
+2001-07-01,Nanjing,China,29.819,2001
+2001-08-01,Nanjing,China,26.193,2001
+2001-09-01,Nanjing,China,23.439,2001
+2001-10-01,Nanjing,China,18.304,2001
+2001-11-01,Nanjing,China,11.277,2001
+2001-12-01,Nanjing,China,4.963,2001
+2002-01-01,Nanjing,China,5.693,2002
+2002-02-01,Nanjing,China,8.092,2002
+2002-03-01,Nanjing,China,12.555,2002
+2002-04-01,Nanjing,China,16.564,2002
+2002-05-01,Nanjing,China,19.748,2002
+2002-06-01,Nanjing,China,26.274,2002
+2002-07-01,Nanjing,China,28.273,2002
+2002-08-01,Nanjing,China,26.688,2002
+2002-09-01,Nanjing,China,23.481,2002
+2002-10-01,Nanjing,China,17.968,2002
+2002-11-01,Nanjing,China,11.148,2002
+2002-12-01,Nanjing,China,5.284,2002
+2003-01-01,Nanjing,China,3.008,2003
+2003-02-01,Nanjing,China,6.336,2003
+2003-03-01,Nanjing,China,9.871,2003
+2003-04-01,Nanjing,China,15.441,2003
+2003-05-01,Nanjing,China,20.691,2003
+2003-06-01,Nanjing,China,25.173,2003
+2003-07-01,Nanjing,China,29.028,2003
+2003-08-01,Nanjing,China,28.111,2003
+2003-09-01,Nanjing,China,24.817,2003
+2003-10-01,Nanjing,China,16.964,2003
+2003-11-01,Nanjing,China,11.437,2003
+2003-12-01,Nanjing,China,5.004,2003
+2004-01-01,Nanjing,China,3.428,2004
+2004-02-01,Nanjing,China,8.495,2004
+2004-03-01,Nanjing,China,10.155,2004
+2004-04-01,Nanjing,China,17.005,2004
+2004-05-01,Nanjing,China,21.291,2004
+2004-06-01,Nanjing,China,24.718,2004
+2004-07-01,Nanjing,China,29.212,2004
+2004-08-01,Nanjing,China,27.885,2004
+2004-09-01,Nanjing,China,22.998,2004
+2004-10-01,Nanjing,China,17.365,2004
+2004-11-01,Nanjing,China,13.000,2004
+2004-12-01,Nanjing,China,6.714,2004
+2005-01-01,Nanjing,China,1.894,2005
+2005-02-01,Nanjing,China,3.334,2005
+2005-03-01,Nanjing,China,9.126,2005
+2005-04-01,Nanjing,China,18.456,2005
+2005-05-01,Nanjing,China,21.353,2005
+2005-06-01,Nanjing,China,27.312,2005
+2005-07-01,Nanjing,China,28.676,2005
+2005-08-01,Nanjing,China,26.886,2005
+2005-09-01,Nanjing,China,25.028,2005
+2005-10-01,Nanjing,China,17.259,2005
+2005-11-01,Nanjing,China,13.685,2005
+2005-12-01,Nanjing,China,3.889,2005
+2006-01-01,Nanjing,China,4.222,2006
+2006-02-01,Nanjing,China,4.633,2006
+2006-03-01,Nanjing,China,11.533,2006
+2006-04-01,Nanjing,China,17.098,2006
+2006-05-01,Nanjing,China,21.235,2006
+2006-06-01,Nanjing,China,26.213,2006
+2006-07-01,Nanjing,China,28.808,2006
+2006-08-01,Nanjing,China,29.336,2006
+2006-09-01,Nanjing,China,22.211,2006
+2006-10-01,Nanjing,China,20.163,2006
+2006-11-01,Nanjing,China,13.155,2006
+2006-12-01,Nanjing,China,5.615,2006
+2007-01-01,Nanjing,China,3.610,2007
+2007-02-01,Nanjing,China,9.273,2007
+2007-03-01,Nanjing,China,11.697,2007
+2007-04-01,Nanjing,China,15.962,2007
+2007-05-01,Nanjing,China,23.629,2007
+2007-06-01,Nanjing,China,25.146,2007
+2007-07-01,Nanjing,China,28.692,2007
+2007-08-01,Nanjing,China,28.841,2007
+2007-09-01,Nanjing,China,23.591,2007
+2007-10-01,Nanjing,China,18.217,2007
+2007-11-01,Nanjing,China,11.423,2007
+2007-12-01,Nanjing,China,6.803,2007
+2008-01-01,Nanjing,China,1.792,2008
+2008-02-01,Nanjing,China,2.849,2008
+2008-03-01,Nanjing,China,11.757,2008
+2008-04-01,Nanjing,China,16.128,2008
+2008-05-01,Nanjing,China,22.525,2008
+2008-06-01,Nanjing,China,23.984,2008
+2008-07-01,Nanjing,China,29.045,2008
+2008-08-01,Nanjing,China,27.229,2008
+2008-09-01,Nanjing,China,24.447,2008
+2008-10-01,Nanjing,China,18.888,2008
+2008-11-01,Nanjing,China,11.418,2008
+2008-12-01,Nanjing,China,6.003,2008
+2009-01-01,Nanjing,China,2.745,2009
+2009-02-01,Nanjing,China,7.923,2009
+2009-03-01,Nanjing,China,10.207,2009
+2009-04-01,Nanjing,China,16.736,2009
+2009-05-01,Nanjing,China,21.941,2009
+2009-06-01,Nanjing,China,26.544,2009
+2009-07-01,Nanjing,China,28.440,2009
+2009-08-01,Nanjing,China,27.492,2009
+2009-09-01,Nanjing,China,24.045,2009
+2009-10-01,Nanjing,China,19.685,2009
+2009-11-01,Nanjing,China,8.972,2009
+2009-12-01,Nanjing,China,4.849,2009
+2010-01-01,Nanjing,China,4.206,2010
+2010-02-01,Nanjing,China,6.567,2010
+2010-03-01,Nanjing,China,9.244,2010
+2010-04-01,Nanjing,China,13.122,2010
+2010-05-01,Nanjing,China,21.344,2010
+2010-06-01,Nanjing,China,24.723,2010
+2010-07-01,Nanjing,China,28.339,2010
+2010-08-01,Nanjing,China,29.596,2010
+2010-09-01,Nanjing,China,24.463,2010
+2010-10-01,Nanjing,China,16.917,2010
+2010-11-01,Nanjing,China,12.268,2010
+2010-12-01,Nanjing,China,6.528,2010
+2011-01-01,Nanjing,China,0.144,2011
+2011-02-01,Nanjing,China,5.585,2011
+2011-03-01,Nanjing,China,9.459,2011
+2011-04-01,Nanjing,China,16.817,2011
+2011-05-01,Nanjing,China,21.901,2011
+2011-06-01,Nanjing,China,24.830,2011
+2011-07-01,Nanjing,China,28.622,2011
+2011-08-01,Nanjing,China,27.342,2011
+2011-09-01,Nanjing,China,23.147,2011
+2011-10-01,Nanjing,China,17.563,2011
+2011-11-01,Nanjing,China,14.707,2011
+2011-12-01,Nanjing,China,4.510,2011
+2012-01-01,Nanjing,China,3.168,2012
+2012-02-01,Nanjing,China,3.429,2012
+2012-03-01,Nanjing,China,9.431,2012
+2012-04-01,Nanjing,China,18.057,2012
+2012-05-01,Nanjing,China,21.892,2012
+2012-06-01,Nanjing,China,25.168,2012
+2012-07-01,Nanjing,China,29.488,2012
+2012-08-01,Nanjing,China,28.030,2012
+2012-09-01,Nanjing,China,22.444,2012
+2012-10-01,Nanjing,China,18.140,2012
+2012-11-01,Nanjing,China,10.312,2012
+2012-12-01,Nanjing,China,4.013,2012
+2013-01-01,Nanjing,China,3.018,2013
+2013-02-01,Nanjing,China,5.792,2013
+2013-03-01,Nanjing,China,11.138,2013
+2013-04-01,Nanjing,China,15.526,2013
+2013-05-01,Nanjing,China,21.833,2013
+2013-06-01,Nanjing,China,24.900,2013
+2013-07-01,Nanjing,China,30.459,2013
+2013-08-01,Nanjing,China,30.407,2013
+2013-09-01,Nanjing,China,NaN,2013
+2000-01-01,New Delhi,India,15.201,2000
+2000-02-01,New Delhi,India,16.388,2000
+2000-03-01,New Delhi,India,22.921,2000
+2000-04-01,New Delhi,India,31.266,2000
+2000-05-01,New Delhi,India,34.524,2000
+2000-06-01,New Delhi,India,33.074,2000
+2000-07-01,New Delhi,India,30.925,2000
+2000-08-01,New Delhi,India,30.687,2000
+2000-09-01,New Delhi,India,30.083,2000
+2000-10-01,New Delhi,India,28.164,2000
+2000-11-01,New Delhi,India,22.445,2000
+2000-12-01,New Delhi,India,16.902,2000
+2001-01-01,New Delhi,India,14.197,2001
+2001-02-01,New Delhi,India,18.882,2001
+2001-03-01,New Delhi,India,23.918,2001
+2001-04-01,New Delhi,India,29.155,2001
+2001-05-01,New Delhi,India,33.541,2001
+2001-06-01,New Delhi,India,31.870,2001
+2001-07-01,New Delhi,India,30.888,2001
+2001-08-01,New Delhi,India,30.832,2001
+2001-09-01,New Delhi,India,30.920,2001
+2001-10-01,New Delhi,India,27.687,2001
+2001-11-01,New Delhi,India,21.806,2001
+2001-12-01,New Delhi,India,16.659,2001
+2002-01-01,New Delhi,India,14.730,2002
+2002-02-01,New Delhi,India,17.742,2002
+2002-03-01,New Delhi,India,24.459,2002
+2002-04-01,New Delhi,India,30.945,2002
+2002-05-01,New Delhi,India,35.236,2002
+2002-06-01,New Delhi,India,34.728,2002
+2002-07-01,New Delhi,India,34.672,2002
+2002-08-01,New Delhi,India,31.075,2002
+2002-09-01,New Delhi,India,29.175,2002
+2002-10-01,New Delhi,India,27.633,2002
+2002-11-01,New Delhi,India,21.886,2002
+2002-12-01,New Delhi,India,17.331,2002
+2003-01-01,New Delhi,India,13.420,2003
+2003-02-01,New Delhi,India,18.199,2003
+2003-03-01,New Delhi,India,23.682,2003
+2003-04-01,New Delhi,India,30.752,2003
+2003-05-01,New Delhi,India,34.075,2003
+2003-06-01,New Delhi,India,35.325,2003
+2003-07-01,New Delhi,India,30.653,2003
+2003-08-01,New Delhi,India,30.252,2003
+2003-09-01,New Delhi,India,29.166,2003
+2003-10-01,New Delhi,India,26.345,2003
+2003-11-01,New Delhi,India,20.962,2003
+2003-12-01,New Delhi,India,15.822,2003
+2004-01-01,New Delhi,India,14.199,2004
+2004-02-01,New Delhi,India,18.737,2004
+2004-03-01,New Delhi,India,26.432,2004
+2004-04-01,New Delhi,India,31.433,2004
+2004-05-01,New Delhi,India,33.999,2004
+2004-06-01,New Delhi,India,33.017,2004
+2004-07-01,New Delhi,India,32.816,2004
+2004-08-01,New Delhi,India,29.993,2004
+2004-09-01,New Delhi,India,30.534,2004
+2004-10-01,New Delhi,India,25.600,2004
+2004-11-01,New Delhi,India,21.422,2004
+2004-12-01,New Delhi,India,16.697,2004
+2005-01-01,New Delhi,India,14.383,2005
+2005-02-01,New Delhi,India,17.669,2005
+2005-03-01,New Delhi,India,24.469,2005
+2005-04-01,New Delhi,India,29.322,2005
+2005-05-01,New Delhi,India,32.998,2005
+2005-06-01,New Delhi,India,35.200,2005
+2005-07-01,New Delhi,India,30.544,2005
+2005-08-01,New Delhi,India,31.364,2005
+2005-09-01,New Delhi,India,29.675,2005
+2005-10-01,New Delhi,India,26.409,2005
+2005-11-01,New Delhi,India,21.200,2005
+2005-12-01,New Delhi,India,15.360,2005
+2006-01-01,New Delhi,India,15.594,2006
+2006-02-01,New Delhi,India,22.174,2006
+2006-03-01,New Delhi,India,23.271,2006
+2006-04-01,New Delhi,India,30.364,2006
+2006-05-01,New Delhi,India,34.188,2006
+2006-06-01,New Delhi,India,32.943,2006
+2006-07-01,New Delhi,India,31.412,2006
+2006-08-01,New Delhi,India,30.507,2006
+2006-09-01,New Delhi,India,30.051,2006
+2006-10-01,New Delhi,India,27.500,2006
+2006-11-01,New Delhi,India,21.846,2006
+2006-12-01,New Delhi,India,16.541,2006
+2007-01-01,New Delhi,India,15.120,2007
+2007-02-01,New Delhi,India,18.382,2007
+2007-03-01,New Delhi,India,22.863,2007
+2007-04-01,New Delhi,India,31.331,2007
+2007-05-01,New Delhi,India,33.907,2007
+2007-06-01,New Delhi,India,34.446,2007
+2007-07-01,New Delhi,India,31.745,2007
+2007-08-01,New Delhi,India,30.950,2007
+2007-09-01,New Delhi,India,30.266,2007
+2007-10-01,New Delhi,India,26.886,2007
+2007-11-01,New Delhi,India,21.927,2007
+2007-12-01,New Delhi,India,15.925,2007
+2008-01-01,New Delhi,India,14.534,2008
+2008-02-01,New Delhi,India,16.809,2008
+2008-03-01,New Delhi,India,25.979,2008
+2008-04-01,New Delhi,India,29.609,2008
+2008-05-01,New Delhi,India,32.313,2008
+2008-06-01,New Delhi,India,31.151,2008
+2008-07-01,New Delhi,India,30.918,2008
+2008-08-01,New Delhi,India,29.868,2008
+2008-09-01,New Delhi,India,29.513,2008
+2008-10-01,New Delhi,India,27.792,2008
+2008-11-01,New Delhi,India,21.769,2008
+2008-12-01,New Delhi,India,17.845,2008
+2009-01-01,New Delhi,India,16.096,2009
+2009-02-01,New Delhi,India,19.479,2009
+2009-03-01,New Delhi,India,24.655,2009
+2009-04-01,New Delhi,India,30.182,2009
+2009-05-01,New Delhi,India,34.067,2009
+2009-06-01,New Delhi,India,35.543,2009
+2009-07-01,New Delhi,India,32.271,2009
+2009-08-01,New Delhi,India,31.519,2009
+2009-09-01,New Delhi,India,30.154,2009
+2009-10-01,New Delhi,India,26.600,2009
+2009-11-01,New Delhi,India,21.214,2009
+2009-12-01,New Delhi,India,16.871,2009
+2010-01-01,New Delhi,India,14.014,2010
+2010-02-01,New Delhi,India,19.178,2010
+2010-03-01,New Delhi,India,26.953,2010
+2010-04-01,New Delhi,India,32.809,2010
+2010-05-01,New Delhi,India,35.610,2010
+2010-06-01,New Delhi,India,35.165,2010
+2010-07-01,New Delhi,India,31.465,2010
+2010-08-01,New Delhi,India,30.031,2010
+2010-09-01,New Delhi,India,28.612,2010
+2010-10-01,New Delhi,India,27.256,2010
+2010-11-01,New Delhi,India,21.757,2010
+2010-12-01,New Delhi,India,15.393,2010
+2011-01-01,New Delhi,India,13.376,2011
+2011-02-01,New Delhi,India,18.136,2011
+2011-03-01,New Delhi,India,23.864,2011
+2011-04-01,New Delhi,India,28.956,2011
+2011-05-01,New Delhi,India,34.298,2011
+2011-06-01,New Delhi,India,32.967,2011
+2011-07-01,New Delhi,India,30.947,2011
+2011-08-01,New Delhi,India,30.075,2011
+2011-09-01,New Delhi,India,29.399,2011
+2011-10-01,New Delhi,India,26.849,2011
+2011-11-01,New Delhi,India,22.484,2011
+2011-12-01,New Delhi,India,16.203,2011
+2012-01-01,New Delhi,India,13.701,2012
+2012-02-01,New Delhi,India,17.088,2012
+2012-03-01,New Delhi,India,23.686,2012
+2012-04-01,New Delhi,India,29.341,2012
+2012-05-01,New Delhi,India,34.448,2012
+2012-06-01,New Delhi,India,36.339,2012
+2012-07-01,New Delhi,India,32.448,2012
+2012-08-01,New Delhi,India,29.833,2012
+2012-09-01,New Delhi,India,29.759,2012
+2012-10-01,New Delhi,India,26.354,2012
+2012-11-01,New Delhi,India,21.110,2012
+2012-12-01,New Delhi,India,16.566,2012
+2013-01-01,New Delhi,India,13.756,2013
+2013-02-01,New Delhi,India,17.824,2013
+2013-03-01,New Delhi,India,24.025,2013
+2013-04-01,New Delhi,India,29.304,2013
+2013-05-01,New Delhi,India,34.746,2013
+2013-06-01,New Delhi,India,33.066,2013
+2013-07-01,New Delhi,India,31.053,2013
+2013-08-01,New Delhi,India,29.900,2013
+2013-09-01,New Delhi,India,NaN,2013
+2000-01-01,New York,United States,-3.168,2000
+2000-02-01,New York,United States,-0.162,2000
+2000-03-01,New York,United States,6.391,2000
+2000-04-01,New York,United States,8.897,2000
+2000-05-01,New York,United States,15.944,2000
+2000-06-01,New York,United States,20.234,2000
+2000-07-01,New York,United States,20.727,2000
+2000-08-01,New York,United States,20.791,2000
+2000-09-01,New York,United States,17.095,2000
+2000-10-01,New York,United States,11.323,2000
+2000-11-01,New York,United States,4.913,2000
+2000-12-01,New York,United States,-3.356,2000
+2001-01-01,New York,United States,-2.814,2001
+2001-02-01,New York,United States,-0.442,2001
+2001-03-01,New York,United States,1.884,2001
+2001-04-01,New York,United States,9.920,2001
+2001-05-01,New York,United States,16.014,2001
+2001-06-01,New York,United States,20.907,2001
+2001-07-01,New York,United States,21.045,2001
+2001-08-01,New York,United States,23.507,2001
+2001-09-01,New York,United States,17.474,2001
+2001-10-01,New York,United States,11.990,2001
+2001-11-01,New York,United States,8.212,2001
+2001-12-01,New York,United States,3.475,2001
+2002-01-01,New York,United States,1.252,2002
+2002-02-01,New York,United States,2.126,2002
+2002-03-01,New York,United States,4.677,2002
+2002-04-01,New York,United States,11.125,2002
+2002-05-01,New York,United States,14.171,2002
+2002-06-01,New York,United States,20.623,2002
+2002-07-01,New York,United States,23.931,2002
+2002-08-01,New York,United States,23.558,2002
+2002-09-01,New York,United States,19.125,2002
+2002-10-01,New York,United States,10.446,2002
+2002-11-01,New York,United States,4.945,2002
+2002-12-01,New York,United States,-0.953,2002
+2003-01-01,New York,United States,-5.223,2003
+2003-02-01,New York,United States,-3.786,2003
+2003-03-01,New York,United States,3.526,2003
+2003-04-01,New York,United States,8.185,2003
+2003-05-01,New York,United States,13.817,2003
+2003-06-01,New York,United States,18.960,2003
+2003-07-01,New York,United States,22.864,2003
+2003-08-01,New York,United States,23.243,2003
+2003-09-01,New York,United States,18.262,2003
+2003-10-01,New York,United States,10.202,2003
+2003-11-01,New York,United States,7.603,2003
+2003-12-01,New York,United States,0.379,2003
+2004-01-01,New York,United States,-6.325,2004
+2004-02-01,New York,United States,-1.332,2004
+2004-03-01,New York,United States,4.525,2004
+2004-04-01,New York,United States,10.057,2004
+2004-05-01,New York,United States,17.800,2004
+2004-06-01,New York,United States,19.761,2004
+2004-07-01,New York,United States,21.946,2004
+2004-08-01,New York,United States,21.771,2004
+2004-09-01,New York,United States,18.843,2004
+2004-10-01,New York,United States,10.960,2004
+2004-11-01,New York,United States,6.682,2004
+2004-12-01,New York,United States,-0.014,2004
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+2009-12-01,Shenyang,China,-9.480,2009
+2010-01-01,Shenyang,China,-11.584,2010
+2010-02-01,Shenyang,China,-7.111,2010
+2010-03-01,Shenyang,China,-0.993,2010
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+2010-12-01,Shenyang,China,-8.517,2010
+2011-01-01,Shenyang,China,-13.738,2011
+2011-02-01,Shenyang,China,-4.940,2011
+2011-03-01,Shenyang,China,0.931,2011
+2011-04-01,Shenyang,China,8.691,2011
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+2011-10-01,Shenyang,China,10.414,2011
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+2011-12-01,Shenyang,China,-8.642,2011
+2012-01-01,Shenyang,China,-11.977,2012
+2012-02-01,Shenyang,China,-8.049,2012
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+2012-11-01,Shenyang,China,-0.351,2012
+2012-12-01,Shenyang,China,-11.968,2012
+2013-01-01,Shenyang,China,-12.224,2013
+2013-02-01,Shenyang,China,-8.242,2013
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+2000-02-01,Singapore,Singapore,26.508,2000
+2000-03-01,Singapore,Singapore,27.250,2000
+2000-04-01,Singapore,Singapore,27.186,2000
+2000-05-01,Singapore,Singapore,28.227,2000
+2000-06-01,Singapore,Singapore,27.358,2000
+2000-07-01,Singapore,Singapore,27.553,2000
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+2002-03-01,Singapore,Singapore,27.572,2002
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+2002-05-01,Singapore,Singapore,28.388,2002
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+2002-11-01,Singapore,Singapore,26.946,2002
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+2003-01-01,Singapore,Singapore,26.445,2003
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+2003-05-01,Singapore,Singapore,28.574,2003
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+2003-11-01,Singapore,Singapore,26.937,2003
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+2004-03-01,Singapore,Singapore,27.426,2004
+2004-04-01,Singapore,Singapore,28.016,2004
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+2004-08-01,Singapore,Singapore,27.637,2004
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+2004-12-01,Singapore,Singapore,26.518,2004
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+2005-02-01,Singapore,Singapore,27.969,2005
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+2005-05-01,Singapore,Singapore,28.031,2005
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+2006-04-01,Singapore,Singapore,27.294,2006
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+2006-12-01,Singapore,Singapore,26.553,2006
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+2007-03-01,Singapore,Singapore,27.291,2007
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+2008-01-01,Singapore,Singapore,26.535,2008
+2008-02-01,Singapore,Singapore,26.583,2008
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+2008-04-01,Singapore,Singapore,27.282,2008
+2008-05-01,Singapore,Singapore,28.043,2008
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+2009-02-01,Singapore,Singapore,26.983,2009
+2009-03-01,Singapore,Singapore,26.984,2009
+2009-04-01,Singapore,Singapore,27.893,2009
+2009-05-01,Singapore,Singapore,28.445,2009
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+2009-07-01,Singapore,Singapore,27.779,2009
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+2009-11-01,Singapore,Singapore,27.063,2009
+2009-12-01,Singapore,Singapore,26.767,2009
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+2010-02-01,Singapore,Singapore,28.141,2010
+2010-03-01,Singapore,Singapore,27.882,2010
+2010-04-01,Singapore,Singapore,28.180,2010
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+2010-07-01,Singapore,Singapore,27.356,2010
+2010-08-01,Singapore,Singapore,27.388,2010
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+2010-11-01,Singapore,Singapore,27.094,2010
+2010-12-01,Singapore,Singapore,26.673,2010
+2011-01-01,Singapore,Singapore,25.957,2011
+2011-02-01,Singapore,Singapore,26.936,2011
+2011-03-01,Singapore,Singapore,27.083,2011
+2011-04-01,Singapore,Singapore,27.507,2011
+2011-05-01,Singapore,Singapore,28.259,2011
+2011-06-01,Singapore,Singapore,28.024,2011
+2011-07-01,Singapore,Singapore,28.153,2011
+2011-08-01,Singapore,Singapore,27.647,2011
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+2011-10-01,Singapore,Singapore,26.878,2011
+2011-11-01,Singapore,Singapore,27.049,2011
+2011-12-01,Singapore,Singapore,26.457,2011
+2012-01-01,Singapore,Singapore,26.842,2012
+2012-02-01,Singapore,Singapore,26.955,2012
+2012-03-01,Singapore,Singapore,27.058,2012
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+2012-07-01,Singapore,Singapore,27.445,2012
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+2012-11-01,Singapore,Singapore,26.951,2012
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+2013-01-01,Singapore,Singapore,26.836,2013
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+2013-03-01,Singapore,Singapore,28.053,2013
+2013-04-01,Singapore,Singapore,27.767,2013
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+2013-07-01,Singapore,Singapore,27.487,2013
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+2000-01-01,Surabaya,Indonesia,26.802,2000
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+2000-03-01,Surabaya,Indonesia,27.257,2000
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+2000-09-01,Surabaya,Indonesia,28.296,2000
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+2000-11-01,Surabaya,Indonesia,27.856,2000
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+2001-01-01,Surabaya,Indonesia,26.977,2001
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+2001-12-01,Surabaya,Indonesia,27.122,2001
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+2002-02-01,Surabaya,Indonesia,26.964,2002
+2002-03-01,Surabaya,Indonesia,27.708,2002
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+2002-05-01,Surabaya,Indonesia,28.229,2002
+2002-06-01,Surabaya,Indonesia,27.613,2002
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+2002-08-01,Surabaya,Indonesia,26.839,2002
+2002-09-01,Surabaya,Indonesia,27.299,2002
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+2002-11-01,Surabaya,Indonesia,29.222,2002
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+2003-01-01,Surabaya,Indonesia,27.462,2003
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+2003-04-01,Surabaya,Indonesia,28.345,2003
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+2003-07-01,Surabaya,Indonesia,26.855,2003
+2003-08-01,Surabaya,Indonesia,26.968,2003
+2003-09-01,Surabaya,Indonesia,27.988,2003
+2003-10-01,Surabaya,Indonesia,28.651,2003
+2003-11-01,Surabaya,Indonesia,28.535,2003
+2003-12-01,Surabaya,Indonesia,27.472,2003
+2004-01-01,Surabaya,Indonesia,27.448,2004
+2004-02-01,Surabaya,Indonesia,27.229,2004
+2004-03-01,Surabaya,Indonesia,27.281,2004
+2004-04-01,Surabaya,Indonesia,28.645,2004
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+2004-06-01,Surabaya,Indonesia,27.162,2004
+2004-07-01,Surabaya,Indonesia,27.152,2004
+2004-08-01,Surabaya,Indonesia,26.815,2004
+2004-09-01,Surabaya,Indonesia,27.836,2004
+2004-10-01,Surabaya,Indonesia,28.669,2004
+2004-11-01,Surabaya,Indonesia,28.423,2004
+2004-12-01,Surabaya,Indonesia,27.380,2004
+2005-01-01,Surabaya,Indonesia,27.698,2005
+2005-02-01,Surabaya,Indonesia,27.650,2005
+2005-03-01,Surabaya,Indonesia,27.591,2005
+2005-04-01,Surabaya,Indonesia,27.627,2005
+2005-05-01,Surabaya,Indonesia,28.182,2005
+2005-06-01,Surabaya,Indonesia,27.734,2005
+2005-07-01,Surabaya,Indonesia,27.272,2005
+2005-08-01,Surabaya,Indonesia,27.350,2005
+2005-09-01,Surabaya,Indonesia,28.415,2005
+2005-10-01,Surabaya,Indonesia,28.369,2005
+2005-11-01,Surabaya,Indonesia,28.630,2005
+2005-12-01,Surabaya,Indonesia,26.703,2005
+2006-01-01,Surabaya,Indonesia,26.911,2006
+2006-02-01,Surabaya,Indonesia,27.190,2006
+2006-03-01,Surabaya,Indonesia,27.155,2006
+2006-04-01,Surabaya,Indonesia,27.377,2006
+2006-05-01,Surabaya,Indonesia,27.576,2006
+2006-06-01,Surabaya,Indonesia,27.102,2006
+2006-07-01,Surabaya,Indonesia,26.556,2006
+2006-08-01,Surabaya,Indonesia,26.801,2006
+2006-09-01,Surabaya,Indonesia,27.255,2006
+2006-10-01,Surabaya,Indonesia,28.602,2006
+2006-11-01,Surabaya,Indonesia,29.608,2006
+2006-12-01,Surabaya,Indonesia,28.526,2006
+2007-01-01,Surabaya,Indonesia,28.041,2007
+2007-02-01,Surabaya,Indonesia,27.165,2007
+2007-03-01,Surabaya,Indonesia,27.306,2007
+2007-04-01,Surabaya,Indonesia,27.311,2007
+2007-05-01,Surabaya,Indonesia,27.920,2007
+2007-06-01,Surabaya,Indonesia,27.362,2007
+2007-07-01,Surabaya,Indonesia,26.904,2007
+2007-08-01,Surabaya,Indonesia,26.605,2007
+2007-09-01,Surabaya,Indonesia,27.294,2007
+2007-10-01,Surabaya,Indonesia,28.417,2007
+2007-11-01,Surabaya,Indonesia,28.393,2007
+2007-12-01,Surabaya,Indonesia,27.115,2007
+2008-01-01,Surabaya,Indonesia,27.125,2008
+2008-02-01,Surabaya,Indonesia,26.480,2008
+2008-03-01,Surabaya,Indonesia,26.738,2008
+2008-04-01,Surabaya,Indonesia,27.401,2008
+2008-05-01,Surabaya,Indonesia,27.602,2008
+2008-06-01,Surabaya,Indonesia,27.196,2008
+2008-07-01,Surabaya,Indonesia,26.586,2008
+2008-08-01,Surabaya,Indonesia,27.076,2008
+2008-09-01,Surabaya,Indonesia,28.019,2008
+2008-10-01,Surabaya,Indonesia,28.807,2008
+2008-11-01,Surabaya,Indonesia,27.949,2008
+2008-12-01,Surabaya,Indonesia,27.082,2008
+2009-01-01,Surabaya,Indonesia,26.837,2009
+2009-02-01,Surabaya,Indonesia,26.528,2009
+2009-03-01,Surabaya,Indonesia,27.598,2009
+2009-04-01,Surabaya,Indonesia,27.934,2009
+2009-05-01,Surabaya,Indonesia,27.521,2009
+2009-06-01,Surabaya,Indonesia,27.529,2009
+2009-07-01,Surabaya,Indonesia,27.023,2009
+2009-08-01,Surabaya,Indonesia,27.263,2009
+2009-09-01,Surabaya,Indonesia,28.089,2009
+2009-10-01,Surabaya,Indonesia,28.680,2009
+2009-11-01,Surabaya,Indonesia,29.019,2009
+2009-12-01,Surabaya,Indonesia,28.225,2009
+2010-01-01,Surabaya,Indonesia,26.861,2010
+2010-02-01,Surabaya,Indonesia,27.483,2010
+2010-03-01,Surabaya,Indonesia,27.768,2010
+2010-04-01,Surabaya,Indonesia,27.452,2010
+2010-05-01,Surabaya,Indonesia,27.699,2010
+2010-06-01,Surabaya,Indonesia,27.634,2010
+2010-07-01,Surabaya,Indonesia,27.541,2010
+2010-08-01,Surabaya,Indonesia,27.807,2010
+2010-09-01,Surabaya,Indonesia,27.812,2010
+2010-10-01,Surabaya,Indonesia,27.654,2010
+2010-11-01,Surabaya,Indonesia,28.095,2010
+2010-12-01,Surabaya,Indonesia,26.735,2010
+2011-01-01,Surabaya,Indonesia,26.580,2011
+2011-02-01,Surabaya,Indonesia,26.806,2011
+2011-03-01,Surabaya,Indonesia,26.871,2011
+2011-04-01,Surabaya,Indonesia,26.889,2011
+2011-05-01,Surabaya,Indonesia,27.515,2011
+2011-06-01,Surabaya,Indonesia,26.723,2011
+2011-07-01,Surabaya,Indonesia,26.738,2011
+2011-08-01,Surabaya,Indonesia,26.695,2011
+2011-09-01,Surabaya,Indonesia,27.412,2011
+2011-10-01,Surabaya,Indonesia,28.577,2011
+2011-11-01,Surabaya,Indonesia,28.039,2011
+2011-12-01,Surabaya,Indonesia,27.438,2011
+2012-01-01,Surabaya,Indonesia,26.756,2012
+2012-02-01,Surabaya,Indonesia,27.110,2012
+2012-03-01,Surabaya,Indonesia,27.029,2012
+2012-04-01,Surabaya,Indonesia,27.726,2012
+2012-05-01,Surabaya,Indonesia,27.680,2012
+2012-06-01,Surabaya,Indonesia,27.218,2012
+2012-07-01,Surabaya,Indonesia,26.562,2012
+2012-08-01,Surabaya,Indonesia,26.643,2012
+2012-09-01,Surabaya,Indonesia,27.662,2012
+2012-10-01,Surabaya,Indonesia,28.901,2012
+2012-11-01,Surabaya,Indonesia,28.846,2012
+2012-12-01,Surabaya,Indonesia,27.612,2012
+2013-01-01,Surabaya,Indonesia,27.021,2013
+2013-02-01,Surabaya,Indonesia,27.364,2013
+2013-03-01,Surabaya,Indonesia,27.549,2013
+2013-04-01,Surabaya,Indonesia,27.615,2013
+2013-05-01,Surabaya,Indonesia,27.631,2013
+2013-06-01,Surabaya,Indonesia,27.342,2013
+2013-07-01,Surabaya,Indonesia,26.738,2013
+2013-08-01,Surabaya,Indonesia,27.113,2013
+2013-09-01,Surabaya,Indonesia,NaN,2013
+2000-01-01,Surat,India,21.588,2000
+2000-02-01,Surat,India,22.293,2000
+2000-03-01,Surat,India,27.136,2000
+2000-04-01,Surat,India,31.714,2000
+2000-05-01,Surat,India,31.760,2000
+2000-06-01,Surat,India,30.919,2000
+2000-07-01,Surat,India,28.011,2000
+2000-08-01,Surat,India,28.326,2000
+2000-09-01,Surat,India,28.465,2000
+2000-10-01,Surat,India,28.131,2000
+2000-11-01,Surat,India,24.804,2000
+2000-12-01,Surat,India,21.201,2000
+2001-01-01,Surat,India,20.390,2001
+2001-02-01,Surat,India,23.241,2001
+2001-03-01,Surat,India,27.348,2001
+2001-04-01,Surat,India,30.731,2001
+2001-05-01,Surat,India,32.321,2001
+2001-06-01,Surat,India,29.704,2001
+2001-07-01,Surat,India,27.592,2001
+2001-08-01,Surat,India,27.674,2001
+2001-09-01,Surat,India,28.985,2001
+2001-10-01,Surat,India,27.866,2001
+2001-11-01,Surat,India,24.836,2001
+2001-12-01,Surat,India,22.079,2001
+2002-01-01,Surat,India,20.265,2002
+2002-02-01,Surat,India,23.781,2002
+2002-03-01,Surat,India,28.265,2002
+2002-04-01,Surat,India,31.796,2002
+2002-05-01,Surat,India,33.351,2002
+2002-06-01,Surat,India,30.972,2002
+2002-07-01,Surat,India,29.188,2002
+2002-08-01,Surat,India,27.234,2002
+2002-09-01,Surat,India,27.834,2002
+2002-10-01,Surat,India,28.459,2002
+2002-11-01,Surat,India,24.694,2002
+2002-12-01,Surat,India,22.334,2002
+2003-01-01,Surat,India,21.703,2003
+2003-02-01,Surat,India,24.246,2003
+2003-03-01,Surat,India,27.939,2003
+2003-04-01,Surat,India,31.526,2003
+2003-05-01,Surat,India,32.785,2003
+2003-06-01,Surat,India,31.251,2003
+2003-07-01,Surat,India,28.381,2003
+2003-08-01,Surat,India,27.662,2003
+2003-09-01,Surat,India,27.524,2003
+2003-10-01,Surat,India,27.170,2003
+2003-11-01,Surat,India,25.347,2003
+2003-12-01,Surat,India,21.237,2003
+2004-01-01,Surat,India,20.512,2004
+2004-02-01,Surat,India,23.402,2004
+2004-03-01,Surat,India,29.543,2004
+2004-04-01,Surat,India,31.761,2004
+2004-05-01,Surat,India,32.659,2004
+2004-06-01,Surat,India,30.799,2004
+2004-07-01,Surat,India,28.941,2004
+2004-08-01,Surat,India,27.106,2004
+2004-09-01,Surat,India,28.449,2004
+2004-10-01,Surat,India,26.699,2004
+2004-11-01,Surat,India,25.474,2004
+2004-12-01,Surat,India,22.142,2004
+2005-01-01,Surat,India,19.813,2005
+2005-02-01,Surat,India,23.029,2005
+2005-03-01,Surat,India,28.036,2005
+2005-04-01,Surat,India,30.904,2005
+2005-05-01,Surat,India,32.539,2005
+2005-06-01,Surat,India,31.536,2005
+2005-07-01,Surat,India,28.612,2005
+2005-08-01,Surat,India,27.508,2005
+2005-09-01,Surat,India,27.614,2005
+2005-10-01,Surat,India,26.948,2005
+2005-11-01,Surat,India,23.836,2005
+2005-12-01,Surat,India,20.319,2005
+2006-01-01,Surat,India,21.084,2006
+2006-02-01,Surat,India,25.713,2006
+2006-03-01,Surat,India,27.253,2006
+2006-04-01,Surat,India,30.775,2006
+2006-05-01,Surat,India,32.733,2006
+2006-06-01,Surat,India,30.631,2006
+2006-07-01,Surat,India,28.072,2006
+2006-08-01,Surat,India,26.688,2006
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+2006-10-01,Surat,India,27.759,2006
+2006-11-01,Surat,India,24.872,2006
+2006-12-01,Surat,India,22.035,2006
+2007-01-01,Surat,India,21.338,2007
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+2007-03-01,Surat,India,28.113,2007
+2007-04-01,Surat,India,31.889,2007
+2007-05-01,Surat,India,32.941,2007
+2007-06-01,Surat,India,31.227,2007
+2007-07-01,Surat,India,28.627,2007
+2007-08-01,Surat,India,27.824,2007
+2007-09-01,Surat,India,28.175,2007
+2007-10-01,Surat,India,26.967,2007
+2007-11-01,Surat,India,24.767,2007
+2007-12-01,Surat,India,21.603,2007
+2008-01-01,Surat,India,20.026,2008
+2008-02-01,Surat,India,21.371,2008
+2008-03-01,Surat,India,28.237,2008
+2008-04-01,Surat,India,30.956,2008
+2008-05-01,Surat,India,32.134,2008
+2008-06-01,Surat,India,30.150,2008
+2008-07-01,Surat,India,28.374,2008
+2008-08-01,Surat,India,27.165,2008
+2008-09-01,Surat,India,27.694,2008
+2008-10-01,Surat,India,27.543,2008
+2008-11-01,Surat,India,25.057,2008
+2008-12-01,Surat,India,23.238,2008
+2009-01-01,Surat,India,22.275,2009
+2009-02-01,Surat,India,25.049,2009
+2009-03-01,Surat,India,29.147,2009
+2009-04-01,Surat,India,32.167,2009
+2009-05-01,Surat,India,32.898,2009
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+2009-07-01,Surat,India,28.437,2009
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+2010-01-01,Surat,India,21.461,2010
+2010-02-01,Surat,India,24.338,2010
+2010-03-01,Surat,India,29.568,2010
+2010-04-01,Surat,India,32.616,2010
+2010-05-01,Surat,India,34.211,2010
+2010-06-01,Surat,India,31.777,2010
+2010-07-01,Surat,India,28.683,2010
+2010-08-01,Surat,India,27.870,2010
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+2010-11-01,Surat,India,25.448,2010
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+2011-01-01,Surat,India,19.831,2011
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+2000-01-01,Sydney,Australia,18.470,2000
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+2000-04-01,Sydney,Australia,18.602,2000
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\ No newline at end of file
diff --git a/matplotlib/data/temperatures.csv b/matplotlib/data/temperatures.csv
new file mode 100644
index 0000000..c62acb1
--- /dev/null
+++ b/matplotlib/data/temperatures.csv
@@ -0,0 +1,16501 @@
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+2004-11-01,Abidjan,Côte D'Ivoire,27.164,2004
+2004-12-01,Abidjan,Côte D'Ivoire,27.909,2004
+2005-01-01,Abidjan,Côte D'Ivoire,26.715,2005
+2005-02-01,Abidjan,Côte D'Ivoire,29.405,2005
+2005-03-01,Abidjan,Côte D'Ivoire,29.246,2005
+2005-04-01,Abidjan,Côte D'Ivoire,28.508,2005
+2005-05-01,Abidjan,Côte D'Ivoire,27.416,2005
+2005-06-01,Abidjan,Côte D'Ivoire,25.772,2005
+2005-07-01,Abidjan,Côte D'Ivoire,24.997,2005
+2005-08-01,Abidjan,Côte D'Ivoire,24.443,2005
+2005-09-01,Abidjan,Côte D'Ivoire,25.804,2005
+2005-10-01,Abidjan,Côte D'Ivoire,26.470,2005
+2005-11-01,Abidjan,Côte D'Ivoire,27.569,2005
+2005-12-01,Abidjan,Côte D'Ivoire,27.374,2005
+2006-01-01,Abidjan,Côte D'Ivoire,27.596,2006
+2006-02-01,Abidjan,Côte D'Ivoire,28.352,2006
+2006-03-01,Abidjan,Côte D'Ivoire,28.431,2006
+2006-04-01,Abidjan,Côte D'Ivoire,28.708,2006
+2006-05-01,Abidjan,Côte D'Ivoire,27.009,2006
+2006-06-01,Abidjan,Côte D'Ivoire,26.588,2006
+2006-07-01,Abidjan,Côte D'Ivoire,25.483,2006
+2006-08-01,Abidjan,Côte D'Ivoire,25.114,2006
+2006-09-01,Abidjan,Côte D'Ivoire,25.408,2006
+2006-10-01,Abidjan,Côte D'Ivoire,26.396,2006
+2006-11-01,Abidjan,Côte D'Ivoire,27.375,2006
+2006-12-01,Abidjan,Côte D'Ivoire,27.397,2006
+2007-01-01,Abidjan,Côte D'Ivoire,27.120,2007
+2007-02-01,Abidjan,Côte D'Ivoire,28.986,2007
+2007-03-01,Abidjan,Côte D'Ivoire,29.106,2007
+2007-04-01,Abidjan,Côte D'Ivoire,28.334,2007
+2007-05-01,Abidjan,Côte D'Ivoire,27.702,2007
+2007-06-01,Abidjan,Côte D'Ivoire,26.134,2007
+2007-07-01,Abidjan,Côte D'Ivoire,25.417,2007
+2007-08-01,Abidjan,Côte D'Ivoire,25.004,2007
+2007-09-01,Abidjan,Côte D'Ivoire,25.606,2007
+2007-10-01,Abidjan,Côte D'Ivoire,26.074,2007
+2007-11-01,Abidjan,Côte D'Ivoire,27.232,2007
+2007-12-01,Abidjan,Côte D'Ivoire,27.367,2007
+2008-01-01,Abidjan,Côte D'Ivoire,26.061,2008
+2008-02-01,Abidjan,Côte D'Ivoire,28.773,2008
+2008-03-01,Abidjan,Côte D'Ivoire,28.819,2008
+2008-04-01,Abidjan,Côte D'Ivoire,28.156,2008
+2008-05-01,Abidjan,Côte D'Ivoire,27.366,2008
+2008-06-01,Abidjan,Côte D'Ivoire,26.276,2008
+2008-07-01,Abidjan,Côte D'Ivoire,25.652,2008
+2008-08-01,Abidjan,Côte D'Ivoire,25.219,2008
+2008-09-01,Abidjan,Côte D'Ivoire,25.557,2008
+2008-10-01,Abidjan,Côte D'Ivoire,26.681,2008
+2008-11-01,Abidjan,Côte D'Ivoire,27.302,2008
+2008-12-01,Abidjan,Côte D'Ivoire,27.472,2008
+2009-01-01,Abidjan,Côte D'Ivoire,26.912,2009
+2009-02-01,Abidjan,Côte D'Ivoire,28.224,2009
+2009-03-01,Abidjan,Côte D'Ivoire,28.805,2009
+2009-04-01,Abidjan,Côte D'Ivoire,28.001,2009
+2009-05-01,Abidjan,Côte D'Ivoire,27.766,2009
+2009-06-01,Abidjan,Côte D'Ivoire,26.655,2009
+2009-07-01,Abidjan,Côte D'Ivoire,25.437,2009
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+2009-09-01,Abidjan,Côte D'Ivoire,25.568,2009
+2009-10-01,Abidjan,Côte D'Ivoire,26.354,2009
+2009-11-01,Abidjan,Côte D'Ivoire,27.497,2009
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+2010-01-01,Abidjan,Côte D'Ivoire,28.270,2010
+2010-02-01,Abidjan,Côte D'Ivoire,29.262,2010
+2010-03-01,Abidjan,Côte D'Ivoire,29.596,2010
+2010-04-01,Abidjan,Côte D'Ivoire,29.068,2010
+2010-05-01,Abidjan,Côte D'Ivoire,28.258,2010
+2010-06-01,Abidjan,Côte D'Ivoire,26.683,2010
+2010-07-01,Abidjan,Côte D'Ivoire,25.589,2010
+2010-08-01,Abidjan,Côte D'Ivoire,25.400,2010
+2010-09-01,Abidjan,Côte D'Ivoire,25.710,2010
+2010-10-01,Abidjan,Côte D'Ivoire,26.397,2010
+2010-11-01,Abidjan,Côte D'Ivoire,27.446,2010
+2010-12-01,Abidjan,Côte D'Ivoire,27.666,2010
+2011-01-01,Abidjan,Côte D'Ivoire,27.360,2011
+2011-02-01,Abidjan,Côte D'Ivoire,28.295,2011
+2011-03-01,Abidjan,Côte D'Ivoire,28.922,2011
+2011-04-01,Abidjan,Côte D'Ivoire,28.754,2011
+2011-05-01,Abidjan,Côte D'Ivoire,27.809,2011
+2011-06-01,Abidjan,Côte D'Ivoire,26.427,2011
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+2011-10-01,Abidjan,Côte D'Ivoire,26.388,2011
+2011-11-01,Abidjan,Côte D'Ivoire,27.531,2011
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+2012-01-01,Abidjan,Côte D'Ivoire,27.317,2012
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+2011-01-01,Addis Abeba,Ethiopia,17.708,2011
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+2013-03-01,Addis Abeba,Ethiopia,21.180,2013
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+2013-05-01,Addis Abeba,Ethiopia,19.774,2013
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+2013-08-01,Addis Abeba,Ethiopia,19.005,2013
+2013-09-01,Addis Abeba,Ethiopia,NaN,2013
+2000-01-01,Ahmadabad,India,20.781,2000
+2000-02-01,Ahmadabad,India,21.246,2000
+2000-03-01,Ahmadabad,India,26.565,2000
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+2000-06-01,Ahmadabad,India,32.490,2000
+2000-07-01,Ahmadabad,India,28.678,2000
+2000-08-01,Ahmadabad,India,28.616,2000
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+2000-10-01,Ahmadabad,India,29.285,2000
+2000-11-01,Ahmadabad,India,25.577,2000
+2000-12-01,Ahmadabad,India,21.785,2000
+2001-01-01,Ahmadabad,India,19.770,2001
+2001-02-01,Ahmadabad,India,22.438,2001
+2001-03-01,Ahmadabad,India,27.198,2001
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+2001-05-01,Ahmadabad,India,33.358,2001
+2001-06-01,Ahmadabad,India,30.717,2001
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+2002-02-01,Ahmadabad,India,22.333,2002
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+2002-07-01,Ahmadabad,India,29.698,2002
+2002-08-01,Ahmadabad,India,28.036,2002
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+2003-12-01,Ahmadabad,India,21.174,2003
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+2004-02-01,Ahmadabad,India,22.730,2004
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+2005-01-01,Bangalore,India,23.972,2005
+2005-02-01,Bangalore,India,25.618,2005
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+2005-04-01,Bangalore,India,27.795,2005
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+2006-03-01,Bangalore,India,27.239,2006
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+2006-05-01,Bangalore,India,27.366,2006
+2006-06-01,Bangalore,India,25.791,2006
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+2006-09-01,Bangalore,India,25.278,2006
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+2006-11-01,Bangalore,India,24.226,2006
+2006-12-01,Bangalore,India,22.983,2006
+2007-01-01,Bangalore,India,23.544,2007
+2007-02-01,Bangalore,India,25.144,2007
+2007-03-01,Bangalore,India,27.872,2007
+2007-04-01,Bangalore,India,28.420,2007
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+2008-01-01,Bangalore,India,23.422,2008
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+2008-03-01,Bangalore,India,26.015,2008
+2008-04-01,Bangalore,India,27.884,2008
+2008-05-01,Bangalore,India,28.126,2008
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+2008-07-01,Bangalore,India,25.211,2008
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+2008-11-01,Bangalore,India,24.209,2008
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+2009-01-01,Bangalore,India,23.185,2009
+2009-02-01,Bangalore,India,25.627,2009
+2009-03-01,Bangalore,India,27.573,2009
+2009-04-01,Bangalore,India,28.769,2009
+2009-05-01,Bangalore,India,27.906,2009
+2009-06-01,Bangalore,India,26.277,2009
+2009-07-01,Bangalore,India,25.122,2009
+2009-08-01,Bangalore,India,25.490,2009
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+2009-11-01,Bangalore,India,24.438,2009
+2009-12-01,Bangalore,India,23.565,2009
+2010-01-01,Bangalore,India,23.816,2010
+2010-02-01,Bangalore,India,25.878,2010
+2010-03-01,Bangalore,India,28.485,2010
+2010-04-01,Bangalore,India,29.218,2010
+2010-05-01,Bangalore,India,28.441,2010
+2010-06-01,Bangalore,India,26.123,2010
+2010-07-01,Bangalore,India,24.832,2010
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+2010-12-01,Bangalore,India,22.719,2010
+2011-01-01,Bangalore,India,23.177,2011
+2011-02-01,Bangalore,India,24.554,2011
+2011-03-01,Bangalore,India,27.308,2011
+2011-04-01,Bangalore,India,27.662,2011
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+2011-06-01,Bangalore,India,25.922,2011
+2011-07-01,Bangalore,India,25.057,2011
+2011-08-01,Bangalore,India,24.869,2011
+2011-09-01,Bangalore,India,25.484,2011
+2011-10-01,Bangalore,India,25.322,2011
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+2012-01-01,Bangalore,India,23.408,2012
+2012-02-01,Bangalore,India,25.513,2012
+2012-03-01,Bangalore,India,28.116,2012
+2012-04-01,Bangalore,India,28.699,2012
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+2012-08-01,Bangalore,India,25.542,2012
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+2012-11-01,Bangalore,India,24.601,2012
+2012-12-01,Bangalore,India,23.881,2012
+2013-01-01,Bangalore,India,24.168,2013
+2013-02-01,Bangalore,India,25.798,2013
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+2013-08-01,Bangalore,India,25.236,2013
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+2000-02-01,Bangkok,Thailand,26.564,2000
+2000-03-01,Bangkok,Thailand,28.626,2000
+2000-04-01,Bangkok,Thailand,28.881,2000
+2000-05-01,Bangkok,Thailand,28.978,2000
+2000-06-01,Bangkok,Thailand,28.080,2000
+2000-07-01,Bangkok,Thailand,27.905,2000
+2000-08-01,Bangkok,Thailand,28.099,2000
+2000-09-01,Bangkok,Thailand,27.572,2000
+2000-10-01,Bangkok,Thailand,27.247,2000
+2000-11-01,Bangkok,Thailand,26.017,2000
+2000-12-01,Bangkok,Thailand,26.327,2000
+2001-01-01,Bangkok,Thailand,26.847,2001
+2001-02-01,Bangkok,Thailand,27.890,2001
+2001-03-01,Bangkok,Thailand,28.175,2001
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+2001-05-01,Bangkok,Thailand,28.788,2001
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+2003-02-01,Bangkok,Thailand,27.870,2003
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+2003-09-01,Bangkok,Thailand,27.553,2003
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+2003-11-01,Bangkok,Thailand,27.512,2003
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+2004-01-01,Bangkok,Thailand,25.905,2004
+2004-02-01,Bangkok,Thailand,26.543,2004
+2004-03-01,Bangkok,Thailand,29.393,2004
+2004-04-01,Bangkok,Thailand,30.662,2004
+2004-05-01,Bangkok,Thailand,28.972,2004
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+2004-09-01,Bangkok,Thailand,27.666,2004
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+2004-11-01,Bangkok,Thailand,27.604,2004
+2004-12-01,Bangkok,Thailand,24.663,2004
+2005-01-01,Bangkok,Thailand,25.323,2005
+2005-02-01,Bangkok,Thailand,28.225,2005
+2005-03-01,Bangkok,Thailand,28.825,2005
+2005-04-01,Bangkok,Thailand,30.210,2005
+2005-05-01,Bangkok,Thailand,30.023,2005
+2005-06-01,Bangkok,Thailand,29.096,2005
+2005-07-01,Bangkok,Thailand,28.241,2005
+2005-08-01,Bangkok,Thailand,28.255,2005
+2005-09-01,Bangkok,Thailand,27.846,2005
+2005-10-01,Bangkok,Thailand,27.514,2005
+2005-11-01,Bangkok,Thailand,26.702,2005
+2005-12-01,Bangkok,Thailand,24.832,2005
+2006-01-01,Bangkok,Thailand,25.842,2006
+2006-02-01,Bangkok,Thailand,27.943,2006
+2006-03-01,Bangkok,Thailand,29.421,2006
+2006-04-01,Bangkok,Thailand,29.770,2006
+2006-05-01,Bangkok,Thailand,28.846,2006
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+2006-07-01,Bangkok,Thailand,28.237,2006
+2006-08-01,Bangkok,Thailand,27.902,2006
+2006-09-01,Bangkok,Thailand,27.820,2006
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+2006-11-01,Bangkok,Thailand,27.815,2006
+2006-12-01,Bangkok,Thailand,25.230,2006
+2007-01-01,Bangkok,Thailand,25.776,2007
+2007-02-01,Bangkok,Thailand,27.089,2007
+2007-03-01,Bangkok,Thailand,29.758,2007
+2007-04-01,Bangkok,Thailand,29.932,2007
+2007-05-01,Bangkok,Thailand,28.608,2007
+2007-06-01,Bangkok,Thailand,29.063,2007
+2007-07-01,Bangkok,Thailand,27.907,2007
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+2007-10-01,Bangkok,Thailand,27.141,2007
+2007-11-01,Bangkok,Thailand,25.519,2007
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+2008-01-01,Bangkok,Thailand,25.772,2008
+2008-02-01,Bangkok,Thailand,26.988,2008
+2008-03-01,Bangkok,Thailand,28.764,2008
+2008-04-01,Bangkok,Thailand,29.468,2008
+2008-05-01,Bangkok,Thailand,28.547,2008
+2008-06-01,Bangkok,Thailand,28.467,2008
+2008-07-01,Bangkok,Thailand,28.066,2008
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+2008-09-01,Bangkok,Thailand,27.812,2008
+2008-10-01,Bangkok,Thailand,27.606,2008
+2008-11-01,Bangkok,Thailand,25.874,2008
+2008-12-01,Bangkok,Thailand,24.076,2008
+2009-01-01,Bangkok,Thailand,23.707,2009
+2009-02-01,Bangkok,Thailand,27.786,2009
+2009-03-01,Bangkok,Thailand,29.048,2009
+2009-04-01,Bangkok,Thailand,29.973,2009
+2009-05-01,Bangkok,Thailand,28.865,2009
+2009-06-01,Bangkok,Thailand,28.603,2009
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+2009-11-01,Bangkok,Thailand,26.533,2009
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+2010-01-01,Bangkok,Thailand,26.615,2010
+2010-02-01,Bangkok,Thailand,28.760,2010
+2010-03-01,Bangkok,Thailand,29.791,2010
+2010-04-01,Bangkok,Thailand,31.086,2010
+2010-05-01,Bangkok,Thailand,31.115,2010
+2010-06-01,Bangkok,Thailand,29.844,2010
+2010-07-01,Bangkok,Thailand,28.924,2010
+2010-08-01,Bangkok,Thailand,28.144,2010
+2010-09-01,Bangkok,Thailand,28.399,2010
+2010-10-01,Bangkok,Thailand,26.985,2010
+2010-11-01,Bangkok,Thailand,26.825,2010
+2010-12-01,Bangkok,Thailand,25.955,2010
+2011-01-01,Bangkok,Thailand,25.387,2011
+2011-02-01,Bangkok,Thailand,27.597,2011
+2011-03-01,Bangkok,Thailand,26.634,2011
+2011-04-01,Bangkok,Thailand,28.915,2011
+2011-05-01,Bangkok,Thailand,29.260,2011
+2011-06-01,Bangkok,Thailand,28.760,2011
+2011-07-01,Bangkok,Thailand,28.277,2011
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+2011-09-01,Bangkok,Thailand,27.870,2011
+2011-10-01,Bangkok,Thailand,27.317,2011
+2011-11-01,Bangkok,Thailand,27.505,2011
+2011-12-01,Bangkok,Thailand,25.021,2011
+2012-01-01,Bangkok,Thailand,26.862,2012
+2012-02-01,Bangkok,Thailand,28.208,2012
+2012-03-01,Bangkok,Thailand,29.739,2012
+2012-04-01,Bangkok,Thailand,30.435,2012
+2012-05-01,Bangkok,Thailand,29.637,2012
+2012-06-01,Bangkok,Thailand,29.130,2012
+2012-07-01,Bangkok,Thailand,28.383,2012
+2012-08-01,Bangkok,Thailand,28.461,2012
+2012-09-01,Bangkok,Thailand,27.935,2012
+2012-10-01,Bangkok,Thailand,27.994,2012
+2012-11-01,Bangkok,Thailand,27.807,2012
+2012-12-01,Bangkok,Thailand,27.215,2012
+2013-01-01,Bangkok,Thailand,26.355,2013
+2013-02-01,Bangkok,Thailand,28.648,2013
+2013-03-01,Bangkok,Thailand,29.940,2013
+2013-04-01,Bangkok,Thailand,30.731,2013
+2013-05-01,Bangkok,Thailand,30.927,2013
+2013-06-01,Bangkok,Thailand,28.771,2013
+2013-07-01,Bangkok,Thailand,28.155,2013
+2013-08-01,Bangkok,Thailand,28.351,2013
+2013-09-01,Bangkok,Thailand,NaN,2013
+2000-01-01,Belo Horizonte,Brazil,23.369,2000
+2000-02-01,Belo Horizonte,Brazil,23.617,2000
+2000-03-01,Belo Horizonte,Brazil,23.052,2000
+2000-04-01,Belo Horizonte,Brazil,21.899,2000
+2000-05-01,Belo Horizonte,Brazil,19.990,2000
+2000-06-01,Belo Horizonte,Brazil,18.741,2000
+2000-07-01,Belo Horizonte,Brazil,18.254,2000
+2000-08-01,Belo Horizonte,Brazil,20.606,2000
+2000-09-01,Belo Horizonte,Brazil,21.094,2000
+2000-10-01,Belo Horizonte,Brazil,24.267,2000
+2000-11-01,Belo Horizonte,Brazil,22.115,2000
+2000-12-01,Belo Horizonte,Brazil,23.335,2000
+2001-01-01,Belo Horizonte,Brazil,23.756,2001
+2001-02-01,Belo Horizonte,Brazil,24.895,2001
+2001-03-01,Belo Horizonte,Brazil,23.935,2001
+2001-04-01,Belo Horizonte,Brazil,23.389,2001
+2001-05-01,Belo Horizonte,Brazil,20.811,2001
+2001-06-01,Belo Horizonte,Brazil,19.593,2001
+2001-07-01,Belo Horizonte,Brazil,19.656,2001
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+2001-09-01,Belo Horizonte,Brazil,21.464,2001
+2001-10-01,Belo Horizonte,Brazil,21.951,2001
+2001-11-01,Belo Horizonte,Brazil,23.175,2001
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+2002-01-01,Belo Horizonte,Brazil,23.508,2002
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+2002-03-01,Belo Horizonte,Brazil,24.183,2002
+2002-04-01,Belo Horizonte,Brazil,23.358,2002
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+2002-11-01,Belo Horizonte,Brazil,23.549,2002
+2002-12-01,Belo Horizonte,Brazil,23.690,2002
+2003-01-01,Belo Horizonte,Brazil,23.418,2003
+2003-02-01,Belo Horizonte,Brazil,24.666,2003
+2003-03-01,Belo Horizonte,Brazil,23.662,2003
+2003-04-01,Belo Horizonte,Brazil,22.724,2003
+2003-05-01,Belo Horizonte,Brazil,19.832,2003
+2003-06-01,Belo Horizonte,Brazil,20.055,2003
+2003-07-01,Belo Horizonte,Brazil,19.159,2003
+2003-08-01,Belo Horizonte,Brazil,20.243,2003
+2003-09-01,Belo Horizonte,Brazil,21.610,2003
+2003-10-01,Belo Horizonte,Brazil,22.701,2003
+2003-11-01,Belo Horizonte,Brazil,23.177,2003
+2003-12-01,Belo Horizonte,Brazil,23.700,2003
+2004-01-01,Belo Horizonte,Brazil,23.162,2004
+2004-02-01,Belo Horizonte,Brazil,22.587,2004
+2004-03-01,Belo Horizonte,Brazil,22.962,2004
+2004-04-01,Belo Horizonte,Brazil,22.062,2004
+2004-05-01,Belo Horizonte,Brazil,20.295,2004
+2004-06-01,Belo Horizonte,Brazil,18.473,2004
+2004-07-01,Belo Horizonte,Brazil,18.047,2004
+2004-08-01,Belo Horizonte,Brazil,19.973,2004
+2004-09-01,Belo Horizonte,Brazil,22.958,2004
+2004-10-01,Belo Horizonte,Brazil,22.507,2004
+2004-11-01,Belo Horizonte,Brazil,23.231,2004
+2004-12-01,Belo Horizonte,Brazil,22.806,2004
+2005-01-01,Belo Horizonte,Brazil,23.436,2005
+2005-02-01,Belo Horizonte,Brazil,23.689,2005
+2005-03-01,Belo Horizonte,Brazil,23.491,2005
+2005-04-01,Belo Horizonte,Brazil,23.278,2005
+2005-05-01,Belo Horizonte,Brazil,20.722,2005
+2005-06-01,Belo Horizonte,Brazil,19.406,2005
+2005-07-01,Belo Horizonte,Brazil,18.779,2005
+2005-08-01,Belo Horizonte,Brazil,21.162,2005
+2005-09-01,Belo Horizonte,Brazil,21.905,2005
+2005-10-01,Belo Horizonte,Brazil,24.309,2005
+2005-11-01,Belo Horizonte,Brazil,22.311,2005
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+2006-01-01,Belo Horizonte,Brazil,24.095,2006
+2006-02-01,Belo Horizonte,Brazil,24.479,2006
+2006-03-01,Belo Horizonte,Brazil,23.506,2006
+2006-04-01,Belo Horizonte,Brazil,22.113,2006
+2006-05-01,Belo Horizonte,Brazil,19.729,2006
+2006-06-01,Belo Horizonte,Brazil,18.465,2006
+2006-07-01,Belo Horizonte,Brazil,19.110,2006
+2006-08-01,Belo Horizonte,Brazil,21.141,2006
+2006-09-01,Belo Horizonte,Brazil,21.410,2006
+2006-10-01,Belo Horizonte,Brazil,22.356,2006
+2006-11-01,Belo Horizonte,Brazil,22.397,2006
+2006-12-01,Belo Horizonte,Brazil,23.014,2006
+2007-01-01,Belo Horizonte,Brazil,23.110,2007
+2007-02-01,Belo Horizonte,Brazil,23.395,2007
+2007-03-01,Belo Horizonte,Brazil,24.402,2007
+2007-04-01,Belo Horizonte,Brazil,22.774,2007
+2007-05-01,Belo Horizonte,Brazil,20.056,2007
+2007-06-01,Belo Horizonte,Brazil,19.403,2007
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+2004-01-01,Chicago,United States,-2.383,2004
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+2011-10-01,Dakar,Senegal,29.228,2011
+2011-11-01,Dakar,Senegal,26.805,2011
+2011-12-01,Dakar,Senegal,24.301,2011
+2012-01-01,Dakar,Senegal,22.271,2012
+2012-02-01,Dakar,Senegal,21.045,2012
+2012-03-01,Dakar,Senegal,22.603,2012
+2012-04-01,Dakar,Senegal,21.903,2012
+2012-05-01,Dakar,Senegal,24.753,2012
+2012-06-01,Dakar,Senegal,27.150,2012
+2012-07-01,Dakar,Senegal,28.420,2012
+2012-08-01,Dakar,Senegal,28.872,2012
+2012-09-01,Dakar,Senegal,28.584,2012
+2012-10-01,Dakar,Senegal,28.962,2012
+2012-11-01,Dakar,Senegal,27.649,2012
+2012-12-01,Dakar,Senegal,23.464,2012
+2013-01-01,Dakar,Senegal,21.994,2013
+2013-02-01,Dakar,Senegal,22.354,2013
+2013-03-01,Dakar,Senegal,22.667,2013
+2013-04-01,Dakar,Senegal,21.754,2013
+2013-05-01,Dakar,Senegal,24.855,2013
+2013-06-01,Dakar,Senegal,26.944,2013
+2013-07-01,Dakar,Senegal,28.637,2013
+2013-08-01,Dakar,Senegal,28.358,2013
+2013-09-01,Dakar,Senegal,NaN,2013
+2000-01-01,Dalian,China,-6.742,2000
+2000-02-01,Dalian,China,-3.186,2000
+2000-03-01,Dalian,China,4.943,2000
+2000-04-01,Dalian,China,11.058,2000
+2000-05-01,Dalian,China,16.532,2000
+2000-06-01,Dalian,China,22.892,2000
+2000-07-01,Dalian,China,25.579,2000
+2000-08-01,Dalian,China,24.946,2000
+2000-09-01,Dalian,China,21.215,2000
+2000-10-01,Dalian,China,12.789,2000
+2000-11-01,Dalian,China,4.385,2000
+2000-12-01,Dalian,China,-0.718,2000
+2001-01-01,Dalian,China,-6.269,2001
+2001-02-01,Dalian,China,-2.753,2001
+2001-03-01,Dalian,China,3.603,2001
+2001-04-01,Dalian,China,11.151,2001
+2001-05-01,Dalian,China,18.570,2001
+2001-06-01,Dalian,China,22.228,2001
+2001-07-01,Dalian,China,24.356,2001
+2001-08-01,Dalian,China,24.062,2001
+2001-09-01,Dalian,China,20.490,2001
+2001-10-01,Dalian,China,14.609,2001
+2001-11-01,Dalian,China,6.116,2001
+2001-12-01,Dalian,China,-2.256,2001
+2002-01-01,Dalian,China,-0.768,2002
+2002-02-01,Dalian,China,1.982,2002
+2002-03-01,Dalian,China,6.825,2002
+2002-04-01,Dalian,China,11.337,2002
+2002-05-01,Dalian,China,18.075,2002
+2002-06-01,Dalian,China,20.194,2002
+2002-07-01,Dalian,China,24.469,2002
+2002-08-01,Dalian,China,23.857,2002
+2002-09-01,Dalian,China,20.918,2002
+2002-10-01,Dalian,China,11.260,2002
+2002-11-01,Dalian,China,3.243,2002
+2002-12-01,Dalian,China,-2.292,2002
+2003-01-01,Dalian,China,-4.020,2003
+2003-02-01,Dalian,China,-0.157,2003
+2003-03-01,Dalian,China,3.992,2003
+2003-04-01,Dalian,China,11.736,2003
+2003-05-01,Dalian,China,17.406,2003
+2003-06-01,Dalian,China,20.714,2003
+2003-07-01,Dalian,China,22.810,2003
+2003-08-01,Dalian,China,23.651,2003
+2003-09-01,Dalian,China,20.350,2003
+2003-10-01,Dalian,China,13.545,2003
+2003-11-01,Dalian,China,5.283,2003
+2003-12-01,Dalian,China,-0.078,2003
+2004-01-01,Dalian,China,-3.345,2004
+2004-02-01,Dalian,China,1.002,2004
+2004-03-01,Dalian,China,4.744,2004
+2004-04-01,Dalian,China,12.285,2004
+2004-05-01,Dalian,China,16.807,2004
+2004-06-01,Dalian,China,21.626,2004
+2004-07-01,Dalian,China,23.502,2004
+2004-08-01,Dalian,China,23.321,2004
+2004-09-01,Dalian,China,20.705,2004
+2004-10-01,Dalian,China,14.546,2004
+2004-11-01,Dalian,China,7.185,2004
+2004-12-01,Dalian,China,-0.638,2004
+2005-01-01,Dalian,China,-3.797,2005
+2005-02-01,Dalian,China,-4.406,2005
+2005-03-01,Dalian,China,2.732,2005
+2005-04-01,Dalian,China,11.799,2005
+2005-05-01,Dalian,China,15.846,2005
+2005-06-01,Dalian,China,21.201,2005
+2005-07-01,Dalian,China,24.613,2005
+2005-08-01,Dalian,China,24.043,2005
+2005-09-01,Dalian,China,20.990,2005
+2005-10-01,Dalian,China,14.358,2005
+2005-11-01,Dalian,China,7.888,2005
+2005-12-01,Dalian,China,-3.675,2005
+2006-01-01,Dalian,China,-2.743,2006
+2006-02-01,Dalian,China,-2.353,2006
+2006-03-01,Dalian,China,4.170,2006
+2006-04-01,Dalian,China,9.361,2006
+2006-05-01,Dalian,China,17.019,2006
+2006-06-01,Dalian,China,21.349,2006
+2006-07-01,Dalian,China,23.075,2006
+2006-08-01,Dalian,China,24.855,2006
+2006-09-01,Dalian,China,20.558,2006
+2006-10-01,Dalian,China,15.906,2006
+2006-11-01,Dalian,China,6.777,2006
+2006-12-01,Dalian,China,-0.584,2006
+2007-01-01,Dalian,China,-1.955,2007
+2007-02-01,Dalian,China,2.784,2007
+2007-03-01,Dalian,China,3.740,2007
+2007-04-01,Dalian,China,10.829,2007
+2007-05-01,Dalian,China,17.903,2007
+2007-06-01,Dalian,China,21.992,2007
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+2007-08-01,Dalian,China,24.519,2007
+2007-09-01,Dalian,China,21.569,2007
+2007-10-01,Dalian,China,13.422,2007
+2007-11-01,Dalian,China,6.013,2007
+2007-12-01,Dalian,China,0.356,2007
+2008-01-01,Dalian,China,-4.168,2008
+2008-02-01,Dalian,China,-1.910,2008
+2008-03-01,Dalian,China,5.935,2008
+2008-04-01,Dalian,China,12.025,2008
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+2008-06-01,Dalian,China,19.812,2008
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+2008-08-01,Dalian,China,24.088,2008
+2008-09-01,Dalian,China,20.847,2008
+2008-10-01,Dalian,China,14.904,2008
+2008-11-01,Dalian,China,6.685,2008
+2008-12-01,Dalian,China,-0.307,2008
+2009-01-01,Dalian,China,-2.891,2009
+2009-02-01,Dalian,China,-0.272,2009
+2009-03-01,Dalian,China,4.006,2009
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+2009-05-01,Dalian,China,18.590,2009
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+2009-09-01,Dalian,China,20.448,2009
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+2009-12-01,Dalian,China,-2.304,2009
+2010-01-01,Dalian,China,-5.459,2010
+2010-02-01,Dalian,China,-2.497,2010
+2010-03-01,Dalian,China,1.549,2010
+2010-04-01,Dalian,China,7.957,2010
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+2010-06-01,Dalian,China,20.849,2010
+2010-07-01,Dalian,China,24.738,2010
+2010-08-01,Dalian,China,23.929,2010
+2010-09-01,Dalian,China,20.036,2010
+2010-10-01,Dalian,China,12.614,2010
+2010-11-01,Dalian,China,6.808,2010
+2010-12-01,Dalian,China,-1.263,2010
+2011-01-01,Dalian,China,-6.268,2011
+2011-02-01,Dalian,China,-1.449,2011
+2011-03-01,Dalian,China,3.957,2011
+2011-04-01,Dalian,China,10.287,2011
+2011-05-01,Dalian,China,17.134,2011
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+2011-09-01,Dalian,China,19.381,2011
+2011-10-01,Dalian,China,14.157,2011
+2011-11-01,Dalian,China,7.190,2011
+2011-12-01,Dalian,China,-1.779,2011
+2012-01-01,Dalian,China,-4.944,2012
+2012-02-01,Dalian,China,-3.195,2012
+2012-03-01,Dalian,China,2.545,2012
+2012-04-01,Dalian,China,11.054,2012
+2012-05-01,Dalian,China,18.535,2012
+2012-06-01,Dalian,China,20.412,2012
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+2012-09-01,Dalian,China,20.082,2012
+2012-10-01,Dalian,China,14.048,2012
+2012-11-01,Dalian,China,4.579,2012
+2012-12-01,Dalian,China,-4.878,2012
+2013-01-01,Dalian,China,-5.059,2013
+2013-02-01,Dalian,China,-3.042,2013
+2013-03-01,Dalian,China,2.809,2013
+2013-04-01,Dalian,China,8.195,2013
+2013-05-01,Dalian,China,17.696,2013
+2013-06-01,Dalian,China,20.802,2013
+2013-07-01,Dalian,China,24.401,2013
+2013-08-01,Dalian,China,25.763,2013
+2013-09-01,Dalian,China,NaN,2013
+2000-01-01,Dar Es Salaam,Tanzania,28.068,2000
+2000-02-01,Dar Es Salaam,Tanzania,28.307,2000
+2000-03-01,Dar Es Salaam,Tanzania,27.846,2000
+2000-04-01,Dar Es Salaam,Tanzania,27.023,2000
+2000-05-01,Dar Es Salaam,Tanzania,25.885,2000
+2000-06-01,Dar Es Salaam,Tanzania,24.946,2000
+2000-07-01,Dar Es Salaam,Tanzania,24.088,2000
+2000-08-01,Dar Es Salaam,Tanzania,24.168,2000
+2000-09-01,Dar Es Salaam,Tanzania,24.176,2000
+2000-10-01,Dar Es Salaam,Tanzania,25.192,2000
+2000-11-01,Dar Es Salaam,Tanzania,27.000,2000
+2000-12-01,Dar Es Salaam,Tanzania,27.503,2000
+2001-01-01,Dar Es Salaam,Tanzania,27.431,2001
+2001-02-01,Dar Es Salaam,Tanzania,28.149,2001
+2001-03-01,Dar Es Salaam,Tanzania,28.259,2001
+2001-04-01,Dar Es Salaam,Tanzania,26.842,2001
+2001-05-01,Dar Es Salaam,Tanzania,26.446,2001
+2001-06-01,Dar Es Salaam,Tanzania,24.991,2001
+2001-07-01,Dar Es Salaam,Tanzania,24.264,2001
+2001-08-01,Dar Es Salaam,Tanzania,24.285,2001
+2001-09-01,Dar Es Salaam,Tanzania,24.365,2001
+2001-10-01,Dar Es Salaam,Tanzania,25.299,2001
+2001-11-01,Dar Es Salaam,Tanzania,26.957,2001
+2001-12-01,Dar Es Salaam,Tanzania,28.015,2001
+2002-01-01,Dar Es Salaam,Tanzania,28.264,2002
+2002-02-01,Dar Es Salaam,Tanzania,28.235,2002
+2002-03-01,Dar Es Salaam,Tanzania,28.257,2002
+2002-04-01,Dar Es Salaam,Tanzania,27.117,2002
+2002-05-01,Dar Es Salaam,Tanzania,26.461,2002
+2002-06-01,Dar Es Salaam,Tanzania,25.237,2002
+2002-07-01,Dar Es Salaam,Tanzania,24.736,2002
+2002-08-01,Dar Es Salaam,Tanzania,24.093,2002
+2002-09-01,Dar Es Salaam,Tanzania,24.335,2002
+2002-10-01,Dar Es Salaam,Tanzania,25.097,2002
+2002-11-01,Dar Es Salaam,Tanzania,26.811,2002
+2002-12-01,Dar Es Salaam,Tanzania,27.666,2002
+2003-01-01,Dar Es Salaam,Tanzania,28.100,2003
+2003-02-01,Dar Es Salaam,Tanzania,28.744,2003
+2003-03-01,Dar Es Salaam,Tanzania,29.124,2003
+2003-04-01,Dar Es Salaam,Tanzania,28.075,2003
+2003-05-01,Dar Es Salaam,Tanzania,26.907,2003
+2003-06-01,Dar Es Salaam,Tanzania,25.613,2003
+2003-07-01,Dar Es Salaam,Tanzania,24.188,2003
+2003-08-01,Dar Es Salaam,Tanzania,24.099,2003
+2003-09-01,Dar Es Salaam,Tanzania,24.814,2003
+2003-10-01,Dar Es Salaam,Tanzania,25.510,2003
+2003-11-01,Dar Es Salaam,Tanzania,27.055,2003
+2003-12-01,Dar Es Salaam,Tanzania,28.083,2003
+2004-01-01,Dar Es Salaam,Tanzania,28.750,2004
+2004-02-01,Dar Es Salaam,Tanzania,27.695,2004
+2004-03-01,Dar Es Salaam,Tanzania,28.175,2004
+2004-04-01,Dar Es Salaam,Tanzania,26.925,2004
+2004-05-01,Dar Es Salaam,Tanzania,26.411,2004
+2004-06-01,Dar Es Salaam,Tanzania,24.845,2004
+2004-07-01,Dar Es Salaam,Tanzania,24.334,2004
+2004-08-01,Dar Es Salaam,Tanzania,24.114,2004
+2004-09-01,Dar Es Salaam,Tanzania,24.988,2004
+2004-10-01,Dar Es Salaam,Tanzania,25.450,2004
+2004-11-01,Dar Es Salaam,Tanzania,26.796,2004
+2004-12-01,Dar Es Salaam,Tanzania,27.624,2004
+2005-01-01,Dar Es Salaam,Tanzania,28.511,2005
+2005-02-01,Dar Es Salaam,Tanzania,29.114,2005
+2005-03-01,Dar Es Salaam,Tanzania,28.810,2005
+2005-04-01,Dar Es Salaam,Tanzania,28.162,2005
+2005-05-01,Dar Es Salaam,Tanzania,26.782,2005
+2005-06-01,Dar Es Salaam,Tanzania,26.124,2005
+2005-07-01,Dar Es Salaam,Tanzania,24.470,2005
+2005-08-01,Dar Es Salaam,Tanzania,24.107,2005
+2005-09-01,Dar Es Salaam,Tanzania,24.984,2005
+2005-10-01,Dar Es Salaam,Tanzania,25.337,2005
+2005-11-01,Dar Es Salaam,Tanzania,26.767,2005
+2005-12-01,Dar Es Salaam,Tanzania,28.387,2005
+2006-01-01,Dar Es Salaam,Tanzania,28.651,2006
+2006-02-01,Dar Es Salaam,Tanzania,29.131,2006
+2006-03-01,Dar Es Salaam,Tanzania,28.026,2006
+2006-04-01,Dar Es Salaam,Tanzania,26.930,2006
+2006-05-01,Dar Es Salaam,Tanzania,26.067,2006
+2006-06-01,Dar Es Salaam,Tanzania,25.039,2006
+2006-07-01,Dar Es Salaam,Tanzania,24.373,2006
+2006-08-01,Dar Es Salaam,Tanzania,24.397,2006
+2006-09-01,Dar Es Salaam,Tanzania,24.605,2006
+2006-10-01,Dar Es Salaam,Tanzania,25.399,2006
+2006-11-01,Dar Es Salaam,Tanzania,26.485,2006
+2006-12-01,Dar Es Salaam,Tanzania,27.240,2006
+2007-01-01,Dar Es Salaam,Tanzania,28.151,2007
+2007-02-01,Dar Es Salaam,Tanzania,28.726,2007
+2007-03-01,Dar Es Salaam,Tanzania,28.170,2007
+2007-04-01,Dar Es Salaam,Tanzania,27.196,2007
+2007-05-01,Dar Es Salaam,Tanzania,26.536,2007
+2007-06-01,Dar Es Salaam,Tanzania,25.015,2007
+2007-07-01,Dar Es Salaam,Tanzania,24.459,2007
+2007-08-01,Dar Es Salaam,Tanzania,24.467,2007
+2007-09-01,Dar Es Salaam,Tanzania,24.963,2007
+2007-10-01,Dar Es Salaam,Tanzania,25.365,2007
+2007-11-01,Dar Es Salaam,Tanzania,26.595,2007
+2007-12-01,Dar Es Salaam,Tanzania,27.770,2007
+2008-01-01,Dar Es Salaam,Tanzania,28.129,2008
+2008-02-01,Dar Es Salaam,Tanzania,27.609,2008
+2008-03-01,Dar Es Salaam,Tanzania,27.821,2008
+2008-04-01,Dar Es Salaam,Tanzania,26.161,2008
+2008-05-01,Dar Es Salaam,Tanzania,25.952,2008
+2008-06-01,Dar Es Salaam,Tanzania,24.447,2008
+2008-07-01,Dar Es Salaam,Tanzania,24.102,2008
+2008-08-01,Dar Es Salaam,Tanzania,24.195,2008
+2008-09-01,Dar Es Salaam,Tanzania,24.674,2008
+2008-10-01,Dar Es Salaam,Tanzania,25.814,2008
+2008-11-01,Dar Es Salaam,Tanzania,27.058,2008
+2008-12-01,Dar Es Salaam,Tanzania,28.133,2008
+2009-01-01,Dar Es Salaam,Tanzania,28.776,2009
+2009-02-01,Dar Es Salaam,Tanzania,28.156,2009
+2009-03-01,Dar Es Salaam,Tanzania,28.339,2009
+2009-04-01,Dar Es Salaam,Tanzania,27.417,2009
+2009-05-01,Dar Es Salaam,Tanzania,26.530,2009
+2009-06-01,Dar Es Salaam,Tanzania,25.803,2009
+2009-07-01,Dar Es Salaam,Tanzania,24.549,2009
+2009-08-01,Dar Es Salaam,Tanzania,24.392,2009
+2009-09-01,Dar Es Salaam,Tanzania,24.936,2009
+2009-10-01,Dar Es Salaam,Tanzania,25.653,2009
+2009-11-01,Dar Es Salaam,Tanzania,27.304,2009
+2009-12-01,Dar Es Salaam,Tanzania,28.165,2009
+2010-01-01,Dar Es Salaam,Tanzania,28.256,2010
+2010-02-01,Dar Es Salaam,Tanzania,29.085,2010
+2010-03-01,Dar Es Salaam,Tanzania,28.994,2010
+2010-04-01,Dar Es Salaam,Tanzania,27.574,2010
+2010-05-01,Dar Es Salaam,Tanzania,26.893,2010
+2010-06-01,Dar Es Salaam,Tanzania,25.622,2010
+2010-07-01,Dar Es Salaam,Tanzania,24.566,2010
+2010-08-01,Dar Es Salaam,Tanzania,24.379,2010
+2010-09-01,Dar Es Salaam,Tanzania,24.518,2010
+2010-10-01,Dar Es Salaam,Tanzania,25.638,2010
+2010-11-01,Dar Es Salaam,Tanzania,27.114,2010
+2010-12-01,Dar Es Salaam,Tanzania,27.814,2010
+2011-01-01,Dar Es Salaam,Tanzania,28.541,2011
+2011-02-01,Dar Es Salaam,Tanzania,28.607,2011
+2011-03-01,Dar Es Salaam,Tanzania,28.326,2011
+2011-04-01,Dar Es Salaam,Tanzania,27.168,2011
+2011-05-01,Dar Es Salaam,Tanzania,26.486,2011
+2011-06-01,Dar Es Salaam,Tanzania,25.490,2011
+2011-07-01,Dar Es Salaam,Tanzania,24.618,2011
+2011-08-01,Dar Es Salaam,Tanzania,24.473,2011
+2011-09-01,Dar Es Salaam,Tanzania,25.042,2011
+2011-10-01,Dar Es Salaam,Tanzania,25.524,2011
+2011-11-01,Dar Es Salaam,Tanzania,26.783,2011
+2011-12-01,Dar Es Salaam,Tanzania,27.637,2011
+2012-01-01,Dar Es Salaam,Tanzania,28.170,2012
+2012-02-01,Dar Es Salaam,Tanzania,28.493,2012
+2012-03-01,Dar Es Salaam,Tanzania,28.164,2012
+2012-04-01,Dar Es Salaam,Tanzania,27.137,2012
+2012-05-01,Dar Es Salaam,Tanzania,26.040,2012
+2012-06-01,Dar Es Salaam,Tanzania,25.148,2012
+2012-07-01,Dar Es Salaam,Tanzania,24.348,2012
+2012-08-01,Dar Es Salaam,Tanzania,24.581,2012
+2012-09-01,Dar Es Salaam,Tanzania,24.948,2012
+2012-10-01,Dar Es Salaam,Tanzania,25.768,2012
+2012-11-01,Dar Es Salaam,Tanzania,27.138,2012
+2012-12-01,Dar Es Salaam,Tanzania,28.164,2012
+2013-01-01,Dar Es Salaam,Tanzania,28.761,2013
+2013-02-01,Dar Es Salaam,Tanzania,29.052,2013
+2013-03-01,Dar Es Salaam,Tanzania,28.238,2013
+2013-04-01,Dar Es Salaam,Tanzania,27.858,2013
+2013-05-01,Dar Es Salaam,Tanzania,26.219,2013
+2013-06-01,Dar Es Salaam,Tanzania,25.106,2013
+2013-07-01,Dar Es Salaam,Tanzania,24.512,2013
+2013-08-01,Dar Es Salaam,Tanzania,24.359,2013
+2013-09-01,Dar Es Salaam,Tanzania,NaN,2013
+2000-01-01,Delhi,India,15.201,2000
+2000-02-01,Delhi,India,16.388,2000
+2000-03-01,Delhi,India,22.921,2000
+2000-04-01,Delhi,India,31.266,2000
+2000-05-01,Delhi,India,34.524,2000
+2000-06-01,Delhi,India,33.074,2000
+2000-07-01,Delhi,India,30.925,2000
+2000-08-01,Delhi,India,30.687,2000
+2000-09-01,Delhi,India,30.083,2000
+2000-10-01,Delhi,India,28.164,2000
+2000-11-01,Delhi,India,22.445,2000
+2000-12-01,Delhi,India,16.902,2000
+2001-01-01,Delhi,India,14.197,2001
+2001-02-01,Delhi,India,18.882,2001
+2001-03-01,Delhi,India,23.918,2001
+2001-04-01,Delhi,India,29.155,2001
+2001-05-01,Delhi,India,33.541,2001
+2001-06-01,Delhi,India,31.870,2001
+2001-07-01,Delhi,India,30.888,2001
+2001-08-01,Delhi,India,30.832,2001
+2001-09-01,Delhi,India,30.920,2001
+2001-10-01,Delhi,India,27.687,2001
+2001-11-01,Delhi,India,21.806,2001
+2001-12-01,Delhi,India,16.659,2001
+2002-01-01,Delhi,India,14.730,2002
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+2003-07-01,Harare,Zimbabwe,14.661,2003
+2003-08-01,Harare,Zimbabwe,18.582,2003
+2003-09-01,Harare,Zimbabwe,21.924,2003
+2003-10-01,Harare,Zimbabwe,24.072,2003
+2003-11-01,Harare,Zimbabwe,24.319,2003
+2003-12-01,Harare,Zimbabwe,22.961,2003
+2004-01-01,Harare,Zimbabwe,23.077,2004
+2004-02-01,Harare,Zimbabwe,22.074,2004
+2004-03-01,Harare,Zimbabwe,22.021,2004
+2004-04-01,Harare,Zimbabwe,20.363,2004
+2004-05-01,Harare,Zimbabwe,16.759,2004
+2004-06-01,Harare,Zimbabwe,15.571,2004
+2004-07-01,Harare,Zimbabwe,14.814,2004
+2004-08-01,Harare,Zimbabwe,18.704,2004
+2004-09-01,Harare,Zimbabwe,20.854,2004
+2004-10-01,Harare,Zimbabwe,22.516,2004
+2004-11-01,Harare,Zimbabwe,24.877,2004
+2004-12-01,Harare,Zimbabwe,22.062,2004
+2005-01-01,Harare,Zimbabwe,22.773,2005
+2005-02-01,Harare,Zimbabwe,23.297,2005
+2005-03-01,Harare,Zimbabwe,22.802,2005
+2005-04-01,Harare,Zimbabwe,21.280,2005
+2005-05-01,Harare,Zimbabwe,19.356,2005
+2005-06-01,Harare,Zimbabwe,18.377,2005
+2005-07-01,Harare,Zimbabwe,16.016,2005
+2005-08-01,Harare,Zimbabwe,20.649,2005
+2005-09-01,Harare,Zimbabwe,22.512,2005
+2005-10-01,Harare,Zimbabwe,25.000,2005
+2005-11-01,Harare,Zimbabwe,24.575,2005
+2005-12-01,Harare,Zimbabwe,21.212,2005
+2006-01-01,Harare,Zimbabwe,22.147,2006
+2006-02-01,Harare,Zimbabwe,22.476,2006
+2006-03-01,Harare,Zimbabwe,21.554,2006
+2006-04-01,Harare,Zimbabwe,20.761,2006
+2006-05-01,Harare,Zimbabwe,18.090,2006
+2006-06-01,Harare,Zimbabwe,15.856,2006
+2006-07-01,Harare,Zimbabwe,16.184,2006
+2006-08-01,Harare,Zimbabwe,18.260,2006
+2006-09-01,Harare,Zimbabwe,21.089,2006
+2006-10-01,Harare,Zimbabwe,24.664,2006
+2006-11-01,Harare,Zimbabwe,23.546,2006
+2006-12-01,Harare,Zimbabwe,23.770,2006
+2007-01-01,Harare,Zimbabwe,22.230,2007
+2007-02-01,Harare,Zimbabwe,23.014,2007
+2007-03-01,Harare,Zimbabwe,23.318,2007
+2007-04-01,Harare,Zimbabwe,20.515,2007
+2007-05-01,Harare,Zimbabwe,18.549,2007
+2007-06-01,Harare,Zimbabwe,16.451,2007
+2007-07-01,Harare,Zimbabwe,15.317,2007
+2007-08-01,Harare,Zimbabwe,18.463,2007
+2007-09-01,Harare,Zimbabwe,22.774,2007
+2007-10-01,Harare,Zimbabwe,23.278,2007
+2007-11-01,Harare,Zimbabwe,23.712,2007
+2007-12-01,Harare,Zimbabwe,21.334,2007
+2008-01-01,Harare,Zimbabwe,20.905,2008
+2008-02-01,Harare,Zimbabwe,21.752,2008
+2008-03-01,Harare,Zimbabwe,21.355,2008
+2008-04-01,Harare,Zimbabwe,19.509,2008
+2008-05-01,Harare,Zimbabwe,18.942,2008
+2008-06-01,Harare,Zimbabwe,16.876,2008
+2008-07-01,Harare,Zimbabwe,16.529,2008
+2008-08-01,Harare,Zimbabwe,18.616,2008
+2008-09-01,Harare,Zimbabwe,22.150,2008
+2008-10-01,Harare,Zimbabwe,24.963,2008
+2008-11-01,Harare,Zimbabwe,24.119,2008
+2008-12-01,Harare,Zimbabwe,22.450,2008
+2009-01-01,Harare,Zimbabwe,22.529,2009
+2009-02-01,Harare,Zimbabwe,22.074,2009
+2009-03-01,Harare,Zimbabwe,21.078,2009
+2009-04-01,Harare,Zimbabwe,19.571,2009
+2009-05-01,Harare,Zimbabwe,18.758,2009
+2009-06-01,Harare,Zimbabwe,17.470,2009
+2009-07-01,Harare,Zimbabwe,14.623,2009
+2009-08-01,Harare,Zimbabwe,17.854,2009
+2009-09-01,Harare,Zimbabwe,22.251,2009
+2009-10-01,Harare,Zimbabwe,23.799,2009
+2009-11-01,Harare,Zimbabwe,22.934,2009
+2009-12-01,Harare,Zimbabwe,23.345,2009
+2010-01-01,Harare,Zimbabwe,23.459,2010
+2010-02-01,Harare,Zimbabwe,23.116,2010
+2010-03-01,Harare,Zimbabwe,22.412,2010
+2010-04-01,Harare,Zimbabwe,21.340,2010
+2010-05-01,Harare,Zimbabwe,19.471,2010
+2010-06-01,Harare,Zimbabwe,15.933,2010
+2010-07-01,Harare,Zimbabwe,16.164,2010
+2010-08-01,Harare,Zimbabwe,17.674,2010
+2010-09-01,Harare,Zimbabwe,22.663,2010
+2010-10-01,Harare,Zimbabwe,25.224,2010
+2010-11-01,Harare,Zimbabwe,24.228,2010
+2010-12-01,Harare,Zimbabwe,22.306,2010
+2011-01-01,Harare,Zimbabwe,21.788,2011
+2011-02-01,Harare,Zimbabwe,21.893,2011
+2011-03-01,Harare,Zimbabwe,22.446,2011
+2011-04-01,Harare,Zimbabwe,21.151,2011
+2011-05-01,Harare,Zimbabwe,19.022,2011
+2011-06-01,Harare,Zimbabwe,16.512,2011
+2011-07-01,Harare,Zimbabwe,15.315,2011
+2011-08-01,Harare,Zimbabwe,17.287,2011
+2011-09-01,Harare,Zimbabwe,22.377,2011
+2011-10-01,Harare,Zimbabwe,24.353,2011
+2011-11-01,Harare,Zimbabwe,24.380,2011
+2011-12-01,Harare,Zimbabwe,22.857,2011
+2012-01-01,Harare,Zimbabwe,22.334,2012
+2012-02-01,Harare,Zimbabwe,22.943,2012
+2012-03-01,Harare,Zimbabwe,22.254,2012
+2012-04-01,Harare,Zimbabwe,19.129,2012
+2012-05-01,Harare,Zimbabwe,18.853,2012
+2012-06-01,Harare,Zimbabwe,16.119,2012
+2012-07-01,Harare,Zimbabwe,15.406,2012
+2012-08-01,Harare,Zimbabwe,18.191,2012
+2012-09-01,Harare,Zimbabwe,22.206,2012
+2012-10-01,Harare,Zimbabwe,22.692,2012
+2012-11-01,Harare,Zimbabwe,23.474,2012
+2012-12-01,Harare,Zimbabwe,22.679,2012
+2013-01-01,Harare,Zimbabwe,22.235,2013
+2013-02-01,Harare,Zimbabwe,22.737,2013
+2013-03-01,Harare,Zimbabwe,22.051,2013
+2013-04-01,Harare,Zimbabwe,20.180,2013
+2013-05-01,Harare,Zimbabwe,18.298,2013
+2013-06-01,Harare,Zimbabwe,17.020,2013
+2013-07-01,Harare,Zimbabwe,16.299,2013
+2013-08-01,Harare,Zimbabwe,19.232,2013
+2013-09-01,Harare,Zimbabwe,NaN,2013
+2000-01-01,Harbin,China,-20.823,2000
+2000-02-01,Harbin,China,-14.946,2000
+2000-03-01,Harbin,China,-2.712,2000
+2000-04-01,Harbin,China,6.777,2000
+2000-05-01,Harbin,China,16.490,2000
+2000-06-01,Harbin,China,23.220,2000
+2000-07-01,Harbin,China,25.054,2000
+2000-08-01,Harbin,China,23.271,2000
+2000-09-01,Harbin,China,16.880,2000
+2000-10-01,Harbin,China,5.025,2000
+2000-11-01,Harbin,China,-8.350,2000
+2000-12-01,Harbin,China,-19.429,2000
+2001-01-01,Harbin,China,-23.495,2001
+2001-02-01,Harbin,China,-17.095,2001
+2001-03-01,Harbin,China,-4.454,2001
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+2001-06-01,Harbin,China,22.632,2001
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+2001-09-01,Harbin,China,15.538,2001
+2001-10-01,Harbin,China,7.555,2001
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+2001-12-01,Harbin,China,-14.965,2001
+2002-01-01,Harbin,China,-14.766,2002
+2002-02-01,Harbin,China,-8.607,2002
+2002-03-01,Harbin,China,0.748,2002
+2002-04-01,Harbin,China,8.187,2002
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+2002-08-01,Harbin,China,20.735,2002
+2002-09-01,Harbin,China,16.460,2002
+2002-10-01,Harbin,China,3.455,2002
+2002-11-01,Harbin,China,-10.030,2002
+2002-12-01,Harbin,China,-16.138,2002
+2003-01-01,Harbin,China,-16.644,2003
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+2003-03-01,Harbin,China,-0.591,2003
+2003-04-01,Harbin,China,9.579,2003
+2003-05-01,Harbin,China,16.292,2003
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+2003-08-01,Harbin,China,20.899,2003
+2003-09-01,Harbin,China,15.682,2003
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+2003-11-01,Harbin,China,-6.069,2003
+2003-12-01,Harbin,China,-13.364,2003
+2004-01-01,Harbin,China,-16.569,2004
+2004-02-01,Harbin,China,-11.355,2004
+2004-03-01,Harbin,China,-2.431,2004
+2004-04-01,Harbin,China,7.536,2004
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+2004-07-01,Harbin,China,22.943,2004
+2004-08-01,Harbin,China,21.687,2004
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+2004-10-01,Harbin,China,7.829,2004
+2004-11-01,Harbin,China,-2.546,2004
+2004-12-01,Harbin,China,-16.813,2004
+2005-01-01,Harbin,China,-17.463,2005
+2005-02-01,Harbin,China,-17.621,2005
+2005-03-01,Harbin,China,-4.330,2005
+2005-04-01,Harbin,China,7.436,2005
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+2005-08-01,Harbin,China,22.174,2005
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+2005-10-01,Harbin,China,7.244,2005
+2005-11-01,Harbin,China,-3.440,2005
+2005-12-01,Harbin,China,-17.604,2005
+2006-01-01,Harbin,China,-18.862,2006
+2006-02-01,Harbin,China,-13.607,2006
+2006-03-01,Harbin,China,-3.316,2006
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+2006-06-01,Harbin,China,20.207,2006
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+2006-11-01,Harbin,China,-5.379,2006
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+2007-01-01,Harbin,China,-12.827,2007
+2007-02-01,Harbin,China,-7.411,2007
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+2007-11-01,Harbin,China,-4.544,2007
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+2008-01-01,Harbin,China,-18.649,2008
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+2008-06-01,Harbin,China,22.230,2008
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+2008-08-01,Harbin,China,22.469,2008
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+2008-10-01,Harbin,China,7.469,2008
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+2008-12-01,Harbin,China,-13.316,2008
+2009-01-01,Harbin,China,-17.157,2009
+2009-02-01,Harbin,China,-12.628,2009
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+2009-06-01,Harbin,China,18.622,2009
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+2009-11-01,Harbin,China,-7.957,2009
+2009-12-01,Harbin,China,-17.856,2009
+2010-01-01,Harbin,China,-18.555,2010
+2010-02-01,Harbin,China,-16.629,2010
+2010-03-01,Harbin,China,-7.641,2010
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+2010-07-01,Harbin,China,23.573,2010
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+2010-12-01,Harbin,China,-17.757,2010
+2011-01-01,Harbin,China,-22.029,2011
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+2011-12-01,Harbin,China,-15.603,2011
+2012-01-01,Harbin,China,-19.805,2012
+2012-02-01,Harbin,China,-13.779,2012
+2012-03-01,Harbin,China,-3.779,2012
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+2012-05-01,Harbin,China,16.410,2012
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+2012-10-01,Harbin,China,5.738,2012
+2012-11-01,Harbin,China,-6.034,2012
+2012-12-01,Harbin,China,-20.079,2012
+2013-01-01,Harbin,China,-21.106,2013
+2013-02-01,Harbin,China,-16.209,2013
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+2013-09-01,Harbin,China,NaN,2013
+2000-01-01,Ho Chi Minh City,Vietnam,26.647,2000
+2000-02-01,Ho Chi Minh City,Vietnam,26.672,2000
+2000-03-01,Ho Chi Minh City,Vietnam,27.655,2000
+2000-04-01,Ho Chi Minh City,Vietnam,28.378,2000
+2000-05-01,Ho Chi Minh City,Vietnam,28.597,2000
+2000-06-01,Ho Chi Minh City,Vietnam,28.046,2000
+2000-07-01,Ho Chi Minh City,Vietnam,28.036,2000
+2000-08-01,Ho Chi Minh City,Vietnam,28.089,2000
+2000-09-01,Ho Chi Minh City,Vietnam,28.067,2000
+2000-10-01,Ho Chi Minh City,Vietnam,26.901,2000
+2000-11-01,Ho Chi Minh City,Vietnam,27.245,2000
+2000-12-01,Ho Chi Minh City,Vietnam,26.734,2000
+2001-01-01,Ho Chi Minh City,Vietnam,26.656,2001
+2001-02-01,Ho Chi Minh City,Vietnam,26.763,2001
+2001-03-01,Ho Chi Minh City,Vietnam,27.883,2001
+2001-04-01,Ho Chi Minh City,Vietnam,29.192,2001
+2001-05-01,Ho Chi Minh City,Vietnam,28.890,2001
+2001-06-01,Ho Chi Minh City,Vietnam,28.027,2001
+2001-07-01,Ho Chi Minh City,Vietnam,28.695,2001
+2001-08-01,Ho Chi Minh City,Vietnam,28.184,2001
+2001-09-01,Ho Chi Minh City,Vietnam,28.453,2001
+2001-10-01,Ho Chi Minh City,Vietnam,27.648,2001
+2001-11-01,Ho Chi Minh City,Vietnam,26.856,2001
+2001-12-01,Ho Chi Minh City,Vietnam,26.734,2001
+2002-01-01,Ho Chi Minh City,Vietnam,26.309,2002
+2002-02-01,Ho Chi Minh City,Vietnam,26.443,2002
+2002-03-01,Ho Chi Minh City,Vietnam,27.915,2002
+2002-04-01,Ho Chi Minh City,Vietnam,29.249,2002
+2002-05-01,Ho Chi Minh City,Vietnam,29.843,2002
+2002-06-01,Ho Chi Minh City,Vietnam,28.846,2002
+2002-07-01,Ho Chi Minh City,Vietnam,29.059,2002
+2002-08-01,Ho Chi Minh City,Vietnam,28.050,2002
+2002-09-01,Ho Chi Minh City,Vietnam,27.912,2002
+2002-10-01,Ho Chi Minh City,Vietnam,27.752,2002
+2002-11-01,Ho Chi Minh City,Vietnam,27.642,2002
+2002-12-01,Ho Chi Minh City,Vietnam,27.757,2002
+2003-01-01,Ho Chi Minh City,Vietnam,25.945,2003
+2003-02-01,Ho Chi Minh City,Vietnam,27.138,2003
+2003-03-01,Ho Chi Minh City,Vietnam,28.254,2003
+2003-04-01,Ho Chi Minh City,Vietnam,29.495,2003
+2003-05-01,Ho Chi Minh City,Vietnam,28.700,2003
+2003-06-01,Ho Chi Minh City,Vietnam,29.029,2003
+2003-07-01,Ho Chi Minh City,Vietnam,28.092,2003
+2003-08-01,Ho Chi Minh City,Vietnam,28.502,2003
+2003-09-01,Ho Chi Minh City,Vietnam,27.892,2003
+2003-10-01,Ho Chi Minh City,Vietnam,27.210,2003
+2003-11-01,Ho Chi Minh City,Vietnam,27.645,2003
+2003-12-01,Ho Chi Minh City,Vietnam,26.030,2003
+2004-01-01,Ho Chi Minh City,Vietnam,26.352,2004
+2004-02-01,Ho Chi Minh City,Vietnam,26.177,2004
+2004-03-01,Ho Chi Minh City,Vietnam,27.826,2004
+2004-04-01,Ho Chi Minh City,Vietnam,29.324,2004
+2004-05-01,Ho Chi Minh City,Vietnam,29.082,2004
+2004-06-01,Ho Chi Minh City,Vietnam,28.318,2004
+2004-07-01,Ho Chi Minh City,Vietnam,28.038,2004
+2004-08-01,Ho Chi Minh City,Vietnam,28.114,2004
+2004-09-01,Ho Chi Minh City,Vietnam,28.087,2004
+2004-10-01,Ho Chi Minh City,Vietnam,27.258,2004
+2004-11-01,Ho Chi Minh City,Vietnam,27.572,2004
+2004-12-01,Ho Chi Minh City,Vietnam,26.091,2004
+2005-01-01,Ho Chi Minh City,Vietnam,25.598,2005
+2005-02-01,Ho Chi Minh City,Vietnam,27.065,2005
+2005-03-01,Ho Chi Minh City,Vietnam,27.569,2005
+2005-04-01,Ho Chi Minh City,Vietnam,29.006,2005
+2005-05-01,Ho Chi Minh City,Vietnam,29.603,2005
+2005-06-01,Ho Chi Minh City,Vietnam,29.170,2005
+2005-07-01,Ho Chi Minh City,Vietnam,28.151,2005
+2005-08-01,Ho Chi Minh City,Vietnam,28.647,2005
+2005-09-01,Ho Chi Minh City,Vietnam,28.210,2005
+2005-10-01,Ho Chi Minh City,Vietnam,27.815,2005
+2005-11-01,Ho Chi Minh City,Vietnam,27.699,2005
+2005-12-01,Ho Chi Minh City,Vietnam,26.075,2005
+2006-01-01,Ho Chi Minh City,Vietnam,26.485,2006
+2006-02-01,Ho Chi Minh City,Vietnam,27.355,2006
+2006-03-01,Ho Chi Minh City,Vietnam,28.073,2006
+2006-04-01,Ho Chi Minh City,Vietnam,29.039,2006
+2006-05-01,Ho Chi Minh City,Vietnam,29.106,2006
+2006-06-01,Ho Chi Minh City,Vietnam,28.694,2006
+2006-07-01,Ho Chi Minh City,Vietnam,28.360,2006
+2006-08-01,Ho Chi Minh City,Vietnam,28.126,2006
+2006-09-01,Ho Chi Minh City,Vietnam,27.961,2006
+2006-10-01,Ho Chi Minh City,Vietnam,27.778,2006
+2006-11-01,Ho Chi Minh City,Vietnam,28.433,2006
+2006-12-01,Ho Chi Minh City,Vietnam,27.118,2006
+2007-01-01,Ho Chi Minh City,Vietnam,26.456,2007
+2007-02-01,Ho Chi Minh City,Vietnam,26.708,2007
+2007-03-01,Ho Chi Minh City,Vietnam,28.247,2007
+2007-04-01,Ho Chi Minh City,Vietnam,29.240,2007
+2007-05-01,Ho Chi Minh City,Vietnam,28.903,2007
+2007-06-01,Ho Chi Minh City,Vietnam,28.968,2007
+2007-07-01,Ho Chi Minh City,Vietnam,28.288,2007
+2007-08-01,Ho Chi Minh City,Vietnam,28.171,2007
+2007-09-01,Ho Chi Minh City,Vietnam,28.163,2007
+2007-10-01,Ho Chi Minh City,Vietnam,27.511,2007
+2007-11-01,Ho Chi Minh City,Vietnam,26.737,2007
+2007-12-01,Ho Chi Minh City,Vietnam,27.008,2007
+2008-01-01,Ho Chi Minh City,Vietnam,26.514,2008
+2008-02-01,Ho Chi Minh City,Vietnam,26.302,2008
+2008-03-01,Ho Chi Minh City,Vietnam,27.335,2008
+2008-04-01,Ho Chi Minh City,Vietnam,28.781,2008
+2008-05-01,Ho Chi Minh City,Vietnam,28.229,2008
+2008-06-01,Ho Chi Minh City,Vietnam,28.553,2008
+2008-07-01,Ho Chi Minh City,Vietnam,28.406,2008
+2008-08-01,Ho Chi Minh City,Vietnam,27.969,2008
+2008-09-01,Ho Chi Minh City,Vietnam,27.764,2008
+2008-10-01,Ho Chi Minh City,Vietnam,27.886,2008
+2008-11-01,Ho Chi Minh City,Vietnam,27.232,2008
+2008-12-01,Ho Chi Minh City,Vietnam,26.366,2008
+2009-01-01,Ho Chi Minh City,Vietnam,25.059,2009
+2009-02-01,Ho Chi Minh City,Vietnam,26.807,2009
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+2010-03-01,Jiddah,Saudi Arabia,26.317,2010
+2010-04-01,Jiddah,Saudi Arabia,28.413,2010
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+2010-06-01,Jiddah,Saudi Arabia,32.542,2010
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+2011-01-01,Jiddah,Saudi Arabia,24.131,2011
+2011-02-01,Jiddah,Saudi Arabia,24.059,2011
+2011-03-01,Jiddah,Saudi Arabia,24.725,2011
+2011-04-01,Jiddah,Saudi Arabia,27.054,2011
+2011-05-01,Jiddah,Saudi Arabia,29.666,2011
+2011-06-01,Jiddah,Saudi Arabia,31.502,2011
+2011-07-01,Jiddah,Saudi Arabia,33.434,2011
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+2012-02-01,Jiddah,Saudi Arabia,24.963,2012
+2012-03-01,Jiddah,Saudi Arabia,24.873,2012
+2012-04-01,Jiddah,Saudi Arabia,27.207,2012
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+2012-06-01,Jiddah,Saudi Arabia,32.791,2012
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+2012-11-01,Jiddah,Saudi Arabia,28.673,2012
+2012-12-01,Jiddah,Saudi Arabia,26.001,2012
+2013-01-01,Jiddah,Saudi Arabia,24.404,2013
+2013-02-01,Jiddah,Saudi Arabia,25.400,2013
+2013-03-01,Jiddah,Saudi Arabia,26.224,2013
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+2013-05-01,Jiddah,Saudi Arabia,30.222,2013
+2013-06-01,Jiddah,Saudi Arabia,31.623,2013
+2013-07-01,Jiddah,Saudi Arabia,33.238,2013
+2013-08-01,Jiddah,Saudi Arabia,32.800,2013
+2013-09-01,Jiddah,Saudi Arabia,NaN,2013
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+2000-02-01,Jinan,China,0.757,2000
+2000-03-01,Jinan,China,9.733,2000
+2000-04-01,Jinan,China,15.589,2000
+2000-05-01,Jinan,China,20.779,2000
+2000-06-01,Jinan,China,25.647,2000
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+2000-08-01,Jinan,China,26.040,2000
+2000-09-01,Jinan,China,21.818,2000
+2000-10-01,Jinan,China,14.270,2000
+2000-11-01,Jinan,China,6.180,2000
+2000-12-01,Jinan,China,2.870,2000
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+2001-02-01,Jinan,China,1.847,2001
+2001-03-01,Jinan,China,8.673,2001
+2001-04-01,Jinan,China,14.674,2001
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+2001-06-01,Jinan,China,25.873,2001
+2001-07-01,Jinan,China,26.878,2001
+2001-08-01,Jinan,China,25.255,2001
+2001-09-01,Jinan,China,21.114,2001
+2001-10-01,Jinan,China,15.745,2001
+2001-11-01,Jinan,China,7.750,2001
+2001-12-01,Jinan,China,-0.424,2001
+2002-01-01,Jinan,China,2.291,2002
+2002-02-01,Jinan,China,5.917,2002
+2002-03-01,Jinan,China,10.968,2002
+2002-04-01,Jinan,China,15.159,2002
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+2002-09-01,Jinan,China,21.415,2002
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+2003-01-01,Jinan,China,-1.364,2003
+2003-02-01,Jinan,China,2.876,2003
+2003-03-01,Jinan,China,7.318,2003
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+2003-07-01,Jinan,China,25.308,2003
+2003-08-01,Jinan,China,24.665,2003
+2003-09-01,Jinan,China,21.317,2003
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+2003-11-01,Jinan,China,6.918,2003
+2003-12-01,Jinan,China,1.331,2003
+2004-01-01,Jinan,China,-0.599,2004
+2004-02-01,Jinan,China,5.058,2004
+2004-03-01,Jinan,China,9.379,2004
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+2004-05-01,Jinan,China,20.449,2004
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+2005-01-01,Jinan,China,-1.449,2005
+2005-02-01,Jinan,China,-0.944,2005
+2005-03-01,Jinan,China,6.693,2005
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+2005-05-01,Jinan,China,20.537,2005
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+2005-10-01,Jinan,China,14.899,2005
+2005-11-01,Jinan,China,9.782,2005
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+2006-01-01,Jinan,China,0.256,2006
+2006-02-01,Jinan,China,1.500,2006
+2006-03-01,Jinan,China,9.518,2006
+2006-04-01,Jinan,China,15.371,2006
+2006-05-01,Jinan,China,20.822,2006
+2006-06-01,Jinan,China,26.167,2006
+2006-07-01,Jinan,China,26.730,2006
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+2006-09-01,Jinan,China,21.082,2006
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+2007-01-01,Jinan,China,-0.067,2007
+2007-02-01,Jinan,China,6.208,2007
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+2008-02-01,Jinan,China,0.839,2008
+2008-03-01,Jinan,China,9.653,2008
+2008-04-01,Jinan,China,15.444,2008
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+2010-04-01,Jinan,China,11.903,2010
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+2010-06-01,Jinan,China,24.992,2010
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+2010-10-01,Jinan,China,14.611,2010
+2010-11-01,Jinan,China,8.875,2010
+2010-12-01,Jinan,China,1.834,2010
+2011-01-01,Jinan,China,-3.606,2011
+2011-02-01,Jinan,China,1.938,2011
+2011-03-01,Jinan,China,8.061,2011
+2011-04-01,Jinan,China,14.816,2011
+2011-05-01,Jinan,China,20.563,2011
+2011-06-01,Jinan,China,25.875,2011
+2011-07-01,Jinan,China,26.946,2011
+2011-08-01,Jinan,China,24.867,2011
+2011-09-01,Jinan,China,19.568,2011
+2011-10-01,Jinan,China,14.871,2011
+2011-11-01,Jinan,China,9.120,2011
+2011-12-01,Jinan,China,0.220,2011
+2012-01-01,Jinan,China,-1.389,2012
+2012-02-01,Jinan,China,0.498,2012
+2012-03-01,Jinan,China,6.747,2012
+2012-04-01,Jinan,China,16.536,2012
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+2012-09-01,Jinan,China,20.733,2012
+2012-10-01,Jinan,China,15.932,2012
+2012-11-01,Jinan,China,6.454,2012
+2012-12-01,Jinan,China,-1.651,2012
+2013-01-01,Jinan,China,-1.821,2013
+2013-02-01,Jinan,China,1.614,2013
+2013-03-01,Jinan,China,8.470,2013
+2013-04-01,Jinan,China,13.517,2013
+2013-05-01,Jinan,China,21.306,2013
+2013-06-01,Jinan,China,24.749,2013
+2013-07-01,Jinan,China,27.627,2013
+2013-08-01,Jinan,China,27.978,2013
+2013-09-01,Jinan,China,NaN,2013
+2000-01-01,Kabul,Afghanistan,3.326,2000
+2000-02-01,Kabul,Afghanistan,3.454,2000
+2000-03-01,Kabul,Afghanistan,9.612,2000
+2000-04-01,Kabul,Afghanistan,17.925,2000
+2000-05-01,Kabul,Afghanistan,24.658,2000
+2000-06-01,Kabul,Afghanistan,25.582,2000
+2000-07-01,Kabul,Afghanistan,26.107,2000
+2000-08-01,Kabul,Afghanistan,25.459,2000
+2000-09-01,Kabul,Afghanistan,22.116,2000
+2000-10-01,Kabul,Afghanistan,16.806,2000
+2000-11-01,Kabul,Afghanistan,9.720,2000
+2000-12-01,Kabul,Afghanistan,5.107,2000
+2001-01-01,Kabul,Afghanistan,2.208,2001
+2001-02-01,Kabul,Afghanistan,5.567,2001
+2001-03-01,Kabul,Afghanistan,10.807,2001
+2001-04-01,Kabul,Afghanistan,16.587,2001
+2001-05-01,Kabul,Afghanistan,23.782,2001
+2001-06-01,Kabul,Afghanistan,25.905,2001
+2001-07-01,Kabul,Afghanistan,26.065,2001
+2001-08-01,Kabul,Afghanistan,25.149,2001
+2001-09-01,Kabul,Afghanistan,21.178,2001
+2001-10-01,Kabul,Afghanistan,16.552,2001
+2001-11-01,Kabul,Afghanistan,10.731,2001
+2001-12-01,Kabul,Afghanistan,5.644,2001
+2002-01-01,Kabul,Afghanistan,3.432,2002
+2002-02-01,Kabul,Afghanistan,4.735,2002
+2002-03-01,Kabul,Afghanistan,11.382,2002
+2002-04-01,Kabul,Afghanistan,15.668,2002
+2002-05-01,Kabul,Afghanistan,21.992,2002
+2002-06-01,Kabul,Afghanistan,25.957,2002
+2002-07-01,Kabul,Afghanistan,26.732,2002
+2002-08-01,Kabul,Afghanistan,25.736,2002
+2002-09-01,Kabul,Afghanistan,20.907,2002
+2002-10-01,Kabul,Afghanistan,17.330,2002
+2002-11-01,Kabul,Afghanistan,10.447,2002
+2002-12-01,Kabul,Afghanistan,4.257,2002
+2003-01-01,Kabul,Afghanistan,4.334,2003
+2003-02-01,Kabul,Afghanistan,4.714,2003
+2003-03-01,Kabul,Afghanistan,9.071,2003
+2003-04-01,Kabul,Afghanistan,15.486,2003
+2003-05-01,Kabul,Afghanistan,19.130,2003
+2003-06-01,Kabul,Afghanistan,25.716,2003
+2003-07-01,Kabul,Afghanistan,26.815,2003
+2003-08-01,Kabul,Afghanistan,25.149,2003
+2003-09-01,Kabul,Afghanistan,21.945,2003
+2003-10-01,Kabul,Afghanistan,15.884,2003
+2003-11-01,Kabul,Afghanistan,8.681,2003
+2003-12-01,Kabul,Afghanistan,4.666,2003
+2004-01-01,Kabul,Afghanistan,3.655,2004
+2004-02-01,Kabul,Afghanistan,6.775,2004
+2004-03-01,Kabul,Afghanistan,13.747,2004
+2004-04-01,Kabul,Afghanistan,16.863,2004
+2004-05-01,Kabul,Afghanistan,21.696,2004
+2004-06-01,Kabul,Afghanistan,25.645,2004
+2004-07-01,Kabul,Afghanistan,26.467,2004
+2004-08-01,Kabul,Afghanistan,25.410,2004
+2004-09-01,Kabul,Afghanistan,22.635,2004
+2004-10-01,Kabul,Afghanistan,14.367,2004
+2004-11-01,Kabul,Afghanistan,11.119,2004
+2004-12-01,Kabul,Afghanistan,5.162,2004
+2005-01-01,Kabul,Afghanistan,1.383,2005
+2005-02-01,Kabul,Afghanistan,2.846,2005
+2005-03-01,Kabul,Afghanistan,10.608,2005
+2005-04-01,Kabul,Afghanistan,15.141,2005
+2005-05-01,Kabul,Afghanistan,18.040,2005
+2005-06-01,Kabul,Afghanistan,25.449,2005
+2005-07-01,Kabul,Afghanistan,26.758,2005
+2005-08-01,Kabul,Afghanistan,25.312,2005
+2005-09-01,Kabul,Afghanistan,23.177,2005
+2005-10-01,Kabul,Afghanistan,16.608,2005
+2005-11-01,Kabul,Afghanistan,8.724,2005
+2005-12-01,Kabul,Afghanistan,4.124,2005
+2006-01-01,Kabul,Afghanistan,1.244,2006
+2006-02-01,Kabul,Afghanistan,8.884,2006
+2006-03-01,Kabul,Afghanistan,10.649,2006
+2006-04-01,Kabul,Afghanistan,15.276,2006
+2006-05-01,Kabul,Afghanistan,24.727,2006
+2006-06-01,Kabul,Afghanistan,25.470,2006
+2006-07-01,Kabul,Afghanistan,27.160,2006
+2006-08-01,Kabul,Afghanistan,24.995,2006
+2006-09-01,Kabul,Afghanistan,21.792,2006
+2006-10-01,Kabul,Afghanistan,18.008,2006
+2006-11-01,Kabul,Afghanistan,9.751,2006
+2006-12-01,Kabul,Afghanistan,1.626,2006
+2007-01-01,Kabul,Afghanistan,2.093,2007
+2007-02-01,Kabul,Afghanistan,5.725,2007
+2007-03-01,Kabul,Afghanistan,9.087,2007
+2007-04-01,Kabul,Afghanistan,18.517,2007
+2007-05-01,Kabul,Afghanistan,21.825,2007
+2007-06-01,Kabul,Afghanistan,25.676,2007
+2007-07-01,Kabul,Afghanistan,26.295,2007
+2007-08-01,Kabul,Afghanistan,25.469,2007
+2007-09-01,Kabul,Afghanistan,22.065,2007
+2007-10-01,Kabul,Afghanistan,15.089,2007
+2007-11-01,Kabul,Afghanistan,10.702,2007
+2007-12-01,Kabul,Afghanistan,3.673,2007
+2008-01-01,Kabul,Afghanistan,-0.906,2008
+2008-02-01,Kabul,Afghanistan,3.652,2008
+2008-03-01,Kabul,Afghanistan,13.431,2008
+2008-04-01,Kabul,Afghanistan,15.293,2008
+2008-05-01,Kabul,Afghanistan,22.778,2008
+2008-06-01,Kabul,Afghanistan,26.958,2008
+2008-07-01,Kabul,Afghanistan,26.485,2008
+2008-08-01,Kabul,Afghanistan,24.594,2008
+2008-09-01,Kabul,Afghanistan,21.575,2008
+2008-10-01,Kabul,Afghanistan,17.131,2008
+2008-11-01,Kabul,Afghanistan,9.468,2008
+2008-12-01,Kabul,Afghanistan,5.292,2008
+2009-01-01,Kabul,Afghanistan,3.669,2009
+2009-02-01,Kabul,Afghanistan,5.412,2009
+2009-03-01,Kabul,Afghanistan,10.331,2009
+2009-04-01,Kabul,Afghanistan,13.367,2009
+2009-05-01,Kabul,Afghanistan,21.221,2009
+2009-06-01,Kabul,Afghanistan,22.915,2009
+2009-07-01,Kabul,Afghanistan,26.895,2009
+2009-08-01,Kabul,Afghanistan,26.472,2009
+2009-09-01,Kabul,Afghanistan,22.481,2009
+2009-10-01,Kabul,Afghanistan,15.358,2009
+2009-11-01,Kabul,Afghanistan,8.616,2009
+2009-12-01,Kabul,Afghanistan,4.383,2009
+2010-01-01,Kabul,Afghanistan,5.165,2010
+2010-02-01,Kabul,Afghanistan,4.331,2010
+2010-03-01,Kabul,Afghanistan,13.890,2010
+2010-04-01,Kabul,Afghanistan,17.285,2010
+2010-05-01,Kabul,Afghanistan,20.891,2010
+2010-06-01,Kabul,Afghanistan,23.920,2010
+2010-07-01,Kabul,Afghanistan,25.864,2010
+2010-08-01,Kabul,Afghanistan,24.200,2010
+2010-09-01,Kabul,Afghanistan,20.609,2010
+2010-10-01,Kabul,Afghanistan,17.365,2010
+2010-11-01,Kabul,Afghanistan,10.053,2010
+2010-12-01,Kabul,Afghanistan,4.539,2010
+2011-01-01,Kabul,Afghanistan,3.200,2011
+2011-02-01,Kabul,Afghanistan,3.914,2011
+2011-03-01,Kabul,Afghanistan,11.126,2011
+2011-04-01,Kabul,Afghanistan,15.598,2011
+2011-05-01,Kabul,Afghanistan,24.205,2011
+2011-06-01,Kabul,Afghanistan,27.387,2011
+2011-07-01,Kabul,Afghanistan,26.403,2011
+2011-08-01,Kabul,Afghanistan,25.649,2011
+2011-09-01,Kabul,Afghanistan,22.068,2011
+2011-10-01,Kabul,Afghanistan,15.815,2011
+2011-11-01,Kabul,Afghanistan,10.614,2011
+2011-12-01,Kabul,Afghanistan,3.767,2011
+2012-01-01,Kabul,Afghanistan,0.399,2012
+2012-02-01,Kabul,Afghanistan,1.000,2012
+2012-03-01,Kabul,Afghanistan,8.690,2012
+2012-04-01,Kabul,Afghanistan,15.460,2012
+2012-05-01,Kabul,Afghanistan,20.218,2012
+2012-06-01,Kabul,Afghanistan,25.000,2012
+2012-07-01,Kabul,Afghanistan,27.583,2012
+2012-08-01,Kabul,Afghanistan,25.524,2012
+2012-09-01,Kabul,Afghanistan,21.043,2012
+2012-10-01,Kabul,Afghanistan,15.716,2012
+2012-11-01,Kabul,Afghanistan,9.465,2012
+2012-12-01,Kabul,Afghanistan,4.026,2012
+2013-01-01,Kabul,Afghanistan,2.347,2013
+2013-02-01,Kabul,Afghanistan,4.802,2013
+2013-03-01,Kabul,Afghanistan,8.681,2013
+2013-04-01,Kabul,Afghanistan,14.936,2013
+2013-05-01,Kabul,Afghanistan,21.245,2013
+2013-06-01,Kabul,Afghanistan,25.859,2013
+2013-07-01,Kabul,Afghanistan,26.805,2013
+2013-08-01,Kabul,Afghanistan,24.974,2013
+2013-09-01,Kabul,Afghanistan,NaN,2013
+2000-01-01,Kano,Nigeria,21.789,2000
+2000-02-01,Kano,Nigeria,22.611,2000
+2000-03-01,Kano,Nigeria,28.143,2000
+2000-04-01,Kano,Nigeria,31.746,2000
+2000-05-01,Kano,Nigeria,31.950,2000
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+2003-02-01,Kano,Nigeria,25.698,2003
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+2004-01-01,Kano,Nigeria,22.389,2004
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+2004-06-01,Kano,Nigeria,28.848,2004
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+2005-04-01,Kano,Nigeria,32.320,2005
+2005-05-01,Kano,Nigeria,31.224,2005
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+2005-07-01,Kano,Nigeria,26.358,2005
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+2006-01-01,Kano,Nigeria,24.999,2006
+2006-02-01,Kano,Nigeria,27.199,2006
+2006-03-01,Kano,Nigeria,29.508,2006
+2006-04-01,Kano,Nigeria,30.970,2006
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+2006-07-01,Kano,Nigeria,27.798,2006
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+2006-09-01,Kano,Nigeria,26.489,2006
+2006-10-01,Kano,Nigeria,27.731,2006
+2006-11-01,Kano,Nigeria,24.122,2006
+2006-12-01,Kano,Nigeria,21.015,2006
+2007-01-01,Kano,Nigeria,20.625,2007
+2007-02-01,Kano,Nigeria,25.402,2007
+2007-03-01,Kano,Nigeria,29.692,2007
+2007-04-01,Kano,Nigeria,32.852,2007
+2007-05-01,Kano,Nigeria,31.799,2007
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+2007-07-01,Kano,Nigeria,26.709,2007
+2007-08-01,Kano,Nigeria,26.587,2007
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+2007-11-01,Kano,Nigeria,26.226,2007
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+2008-01-01,Kano,Nigeria,19.848,2008
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+2008-03-01,Kano,Nigeria,30.163,2008
+2008-04-01,Kano,Nigeria,31.322,2008
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+2008-06-01,Kano,Nigeria,29.243,2008
+2008-07-01,Kano,Nigeria,26.208,2008
+2008-08-01,Kano,Nigeria,25.714,2008
+2008-09-01,Kano,Nigeria,26.884,2008
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+2008-11-01,Kano,Nigeria,25.643,2008
+2008-12-01,Kano,Nigeria,24.081,2008
+2009-01-01,Kano,Nigeria,23.515,2009
+2009-02-01,Kano,Nigeria,26.791,2009
+2009-03-01,Kano,Nigeria,29.695,2009
+2009-04-01,Kano,Nigeria,32.149,2009
+2009-05-01,Kano,Nigeria,30.925,2009
+2009-06-01,Kano,Nigeria,29.335,2009
+2009-07-01,Kano,Nigeria,26.876,2009
+2009-08-01,Kano,Nigeria,26.408,2009
+2009-09-01,Kano,Nigeria,27.143,2009
+2009-10-01,Kano,Nigeria,28.366,2009
+2009-11-01,Kano,Nigeria,24.929,2009
+2009-12-01,Kano,Nigeria,23.601,2009
+2010-01-01,Kano,Nigeria,23.477,2010
+2010-02-01,Kano,Nigeria,28.016,2010
+2010-03-01,Kano,Nigeria,29.760,2010
+2010-04-01,Kano,Nigeria,33.068,2010
+2010-05-01,Kano,Nigeria,32.085,2010
+2010-06-01,Kano,Nigeria,28.998,2010
+2010-07-01,Kano,Nigeria,26.416,2010
+2010-08-01,Kano,Nigeria,26.079,2010
+2010-09-01,Kano,Nigeria,26.485,2010
+2010-10-01,Kano,Nigeria,27.860,2010
+2010-11-01,Kano,Nigeria,26.990,2010
+2010-12-01,Kano,Nigeria,22.404,2010
+2011-01-01,Kano,Nigeria,21.269,2011
+2011-02-01,Kano,Nigeria,27.512,2011
+2011-03-01,Kano,Nigeria,30.807,2011
+2011-04-01,Kano,Nigeria,31.587,2011
+2011-05-01,Kano,Nigeria,32.027,2011
+2011-06-01,Kano,Nigeria,28.867,2011
+2011-07-01,Kano,Nigeria,27.013,2011
+2011-08-01,Kano,Nigeria,25.834,2011
+2011-09-01,Kano,Nigeria,27.330,2011
+2011-10-01,Kano,Nigeria,27.747,2011
+2011-11-01,Kano,Nigeria,25.054,2011
+2011-12-01,Kano,Nigeria,21.383,2011
+2012-01-01,Kano,Nigeria,21.711,2012
+2012-02-01,Kano,Nigeria,26.780,2012
+2012-03-01,Kano,Nigeria,28.558,2012
+2012-04-01,Kano,Nigeria,32.704,2012
+2012-05-01,Kano,Nigeria,31.098,2012
+2012-06-01,Kano,Nigeria,28.504,2012
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+2012-12-01,Kano,Nigeria,23.491,2012
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+2013-02-01,Kano,Nigeria,25.786,2013
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+2013-05-01,Kano,Nigeria,31.254,2013
+2013-06-01,Kano,Nigeria,28.920,2013
+2013-07-01,Kano,Nigeria,26.844,2013
+2013-08-01,Kano,Nigeria,24.912,2013
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+2000-05-01,Kanpur,India,33.110,2000
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+2013-01-01,London,United Kingdom,3.417,2013
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+2004-03-01,Luanda,Angola,26.683,2004
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+2010-12-01,Luanda,Angola,24.044,2010
+2011-01-01,Luanda,Angola,23.712,2011
+2011-02-01,Luanda,Angola,26.607,2011
+2011-03-01,Luanda,Angola,26.997,2011
+2011-04-01,Luanda,Angola,25.824,2011
+2011-05-01,Luanda,Angola,24.708,2011
+2011-06-01,Luanda,Angola,22.811,2011
+2011-07-01,Luanda,Angola,20.879,2011
+2011-08-01,Luanda,Angola,21.234,2011
+2011-09-01,Luanda,Angola,23.158,2011
+2011-10-01,Luanda,Angola,23.348,2011
+2011-11-01,Luanda,Angola,25.485,2011
+2011-12-01,Luanda,Angola,25.046,2011
+2012-01-01,Luanda,Angola,24.607,2012
+2012-02-01,Luanda,Angola,24.652,2012
+2012-03-01,Luanda,Angola,26.778,2012
+2012-04-01,Luanda,Angola,25.938,2012
+2012-05-01,Luanda,Angola,24.910,2012
+2012-06-01,Luanda,Angola,22.528,2012
+2012-07-01,Luanda,Angola,20.808,2012
+2012-08-01,Luanda,Angola,21.364,2012
+2012-09-01,Luanda,Angola,23.142,2012
+2012-10-01,Luanda,Angola,24.659,2012
+2012-11-01,Luanda,Angola,25.976,2012
+2012-12-01,Luanda,Angola,25.519,2012
+2013-01-01,Luanda,Angola,26.331,2013
+2013-02-01,Luanda,Angola,26.944,2013
+2013-03-01,Luanda,Angola,26.945,2013
+2013-04-01,Luanda,Angola,26.233,2013
+2013-05-01,Luanda,Angola,25.278,2013
+2013-06-01,Luanda,Angola,22.864,2013
+2013-07-01,Luanda,Angola,20.706,2013
+2013-08-01,Luanda,Angola,21.130,2013
+2013-09-01,Luanda,Angola,NaN,2013
+2000-01-01,Madras,India,25.143,2000
+2000-02-01,Madras,India,26.705,2000
+2000-03-01,Madras,India,28.267,2000
+2000-04-01,Madras,India,31.341,2000
+2000-05-01,Madras,India,33.117,2000
+2000-06-01,Madras,India,31.455,2000
+2000-07-01,Madras,India,30.483,2000
+2000-08-01,Madras,India,29.683,2000
+2000-09-01,Madras,India,30.007,2000
+2000-10-01,Madras,India,28.408,2000
+2000-11-01,Madras,India,26.702,2000
+2000-12-01,Madras,India,24.429,2000
+2001-01-01,Madras,India,25.037,2001
+2001-02-01,Madras,India,26.821,2001
+2001-03-01,Madras,India,29.147,2001
+2001-04-01,Madras,India,30.139,2001
+2001-05-01,Madras,India,33.871,2001
+2001-06-01,Madras,India,32.387,2001
+2001-07-01,Madras,India,31.910,2001
+2001-08-01,Madras,India,30.603,2001
+2001-09-01,Madras,India,30.375,2001
+2001-10-01,Madras,India,28.108,2001
+2001-11-01,Madras,India,26.891,2001
+2001-12-01,Madras,India,24.666,2001
+2002-01-01,Madras,India,25.191,2002
+2002-02-01,Madras,India,26.126,2002
+2002-03-01,Madras,India,28.854,2002
+2002-04-01,Madras,India,31.185,2002
+2002-05-01,Madras,India,33.687,2002
+2002-06-01,Madras,India,32.298,2002
+2002-07-01,Madras,India,32.451,2002
+2002-08-01,Madras,India,30.647,2002
+2002-09-01,Madras,India,30.902,2002
+2002-10-01,Madras,India,28.685,2002
+2002-11-01,Madras,India,26.138,2002
+2002-12-01,Madras,India,24.794,2002
+2003-01-01,Madras,India,24.933,2003
+2003-02-01,Madras,India,27.134,2003
+2003-03-01,Madras,India,28.745,2003
+2003-04-01,Madras,India,31.064,2003
+2003-05-01,Madras,India,33.902,2003
+2003-06-01,Madras,India,33.735,2003
+2003-07-01,Madras,India,30.541,2003
+2003-08-01,Madras,India,30.241,2003
+2003-09-01,Madras,India,30.661,2003
+2003-10-01,Madras,India,28.717,2003
+2003-11-01,Madras,India,26.729,2003
+2003-12-01,Madras,India,24.875,2003
+2004-01-01,Madras,India,24.844,2004
+2004-02-01,Madras,India,26.065,2004
+2004-03-01,Madras,India,28.860,2004
+2004-04-01,Madras,India,31.495,2004
+2004-05-01,Madras,India,31.249,2004
+2004-06-01,Madras,India,32.009,2004
+2004-07-01,Madras,India,30.982,2004
+2004-08-01,Madras,India,31.612,2004
+2004-09-01,Madras,India,29.499,2004
+2004-10-01,Madras,India,27.989,2004
+2004-11-01,Madras,India,26.215,2004
+2004-12-01,Madras,India,24.912,2004
+2005-01-01,Madras,India,25.637,2005
+2005-02-01,Madras,India,26.828,2005
+2005-03-01,Madras,India,29.140,2005
+2005-04-01,Madras,India,30.463,2005
+2005-05-01,Madras,India,32.924,2005
+2005-06-01,Madras,India,33.331,2005
+2005-07-01,Madras,India,31.356,2005
+2005-08-01,Madras,India,31.005,2005
+2005-09-01,Madras,India,30.067,2005
+2005-10-01,Madras,India,28.092,2005
+2005-11-01,Madras,India,25.607,2005
+2005-12-01,Madras,India,24.743,2005
+2006-01-01,Madras,India,24.920,2006
+2006-02-01,Madras,India,26.069,2006
+2006-03-01,Madras,India,28.727,2006
+2006-04-01,Madras,India,31.042,2006
+2006-05-01,Madras,India,32.618,2006
+2006-06-01,Madras,India,32.170,2006
+2006-07-01,Madras,India,31.819,2006
+2006-08-01,Madras,India,30.915,2006
+2006-09-01,Madras,India,30.080,2006
+2006-10-01,Madras,India,28.643,2006
+2006-11-01,Madras,India,26.579,2006
+2006-12-01,Madras,India,25.297,2006
+2007-01-01,Madras,India,25.223,2007
+2007-02-01,Madras,India,26.388,2007
+2007-03-01,Madras,India,28.594,2007
+2007-04-01,Madras,India,30.666,2007
+2007-05-01,Madras,India,34.034,2007
+2007-06-01,Madras,India,31.589,2007
+2007-07-01,Madras,India,31.189,2007
+2007-08-01,Madras,India,30.033,2007
+2007-09-01,Madras,India,29.697,2007
+2007-10-01,Madras,India,28.558,2007
+2007-11-01,Madras,India,26.407,2007
+2007-12-01,Madras,India,25.264,2007
+2008-01-01,Madras,India,25.055,2008
+2008-02-01,Madras,India,26.697,2008
+2008-03-01,Madras,India,27.777,2008
+2008-04-01,Madras,India,30.534,2008
+2008-05-01,Madras,India,33.890,2008
+2008-06-01,Madras,India,32.370,2008
+2008-07-01,Madras,India,31.360,2008
+2008-08-01,Madras,India,30.080,2008
+2008-09-01,Madras,India,30.040,2008
+2008-10-01,Madras,India,28.330,2008
+2008-11-01,Madras,India,26.724,2008
+2008-12-01,Madras,India,25.432,2008
+2009-01-01,Madras,India,25.031,2009
+2009-02-01,Madras,India,26.988,2009
+2009-03-01,Madras,India,28.629,2009
+2009-04-01,Madras,India,31.171,2009
+2009-05-01,Madras,India,32.949,2009
+2009-06-01,Madras,India,33.259,2009
+2009-07-01,Madras,India,32.047,2009
+2009-08-01,Madras,India,31.082,2009
+2009-09-01,Madras,India,30.435,2009
+2009-10-01,Madras,India,29.400,2009
+2009-11-01,Madras,India,26.885,2009
+2009-12-01,Madras,India,25.133,2009
+2010-01-01,Madras,India,25.354,2010
+2010-02-01,Madras,India,26.685,2010
+2010-03-01,Madras,India,29.405,2010
+2010-04-01,Madras,India,32.079,2010
+2010-05-01,Madras,India,32.831,2010
+2010-06-01,Madras,India,31.907,2010
+2010-07-01,Madras,India,30.188,2010
+2010-08-01,Madras,India,30.081,2010
+2010-09-01,Madras,India,29.561,2010
+2010-10-01,Madras,India,28.856,2010
+2010-11-01,Madras,India,26.932,2010
+2010-12-01,Madras,India,24.689,2010
+2011-01-01,Madras,India,24.911,2011
+2011-02-01,Madras,India,26.006,2011
+2011-03-01,Madras,India,28.311,2011
+2011-04-01,Madras,India,30.102,2011
+2011-05-01,Madras,India,33.100,2011
+2011-06-01,Madras,India,32.988,2011
+2011-07-01,Madras,India,31.358,2011
+2011-08-01,Madras,India,30.413,2011
+2011-09-01,Madras,India,30.549,2011
+2011-10-01,Madras,India,29.015,2011
+2011-11-01,Madras,India,26.589,2011
+2011-12-01,Madras,India,25.416,2011
+2012-01-01,Madras,India,25.134,2012
+2012-02-01,Madras,India,26.791,2012
+2012-03-01,Madras,India,29.476,2012
+2012-04-01,Madras,India,31.341,2012
+2012-05-01,Madras,India,34.135,2012
+2012-06-01,Madras,India,34.249,2012
+2012-07-01,Madras,India,31.838,2012
+2012-08-01,Madras,India,31.077,2012
+2012-09-01,Madras,India,30.853,2012
+2012-10-01,Madras,India,28.772,2012
+2012-11-01,Madras,India,27.453,2012
+2012-12-01,Madras,India,26.222,2012
+2013-01-01,Madras,India,26.141,2013
+2013-02-01,Madras,India,27.093,2013
+2013-03-01,Madras,India,29.070,2013
+2013-04-01,Madras,India,32.124,2013
+2013-05-01,Madras,India,34.587,2013
+2013-06-01,Madras,India,32.996,2013
+2013-07-01,Madras,India,30.770,2013
+2013-08-01,Madras,India,30.513,2013
+2013-09-01,Madras,India,NaN,2013
+2000-01-01,Madrid,Spain,1.912,2000
+2000-02-01,Madrid,Spain,7.819,2000
+2000-03-01,Madrid,Spain,8.654,2000
+2000-04-01,Madrid,Spain,8.156,2000
+2000-05-01,Madrid,Spain,15.003,2000
+2000-06-01,Madrid,Spain,19.763,2000
+2000-07-01,Madrid,Spain,20.760,2000
+2000-08-01,Madrid,Spain,21.367,2000
+2000-09-01,Madrid,Spain,18.249,2000
+2000-10-01,Madrid,Spain,11.907,2000
+2000-11-01,Madrid,Spain,6.630,2000
+2000-12-01,Madrid,Spain,6.216,2000
+2001-01-01,Madrid,Spain,5.441,2001
+2001-02-01,Madrid,Spain,5.755,2001
+2001-03-01,Madrid,Spain,10.060,2001
+2001-04-01,Madrid,Spain,10.074,2001
+2001-05-01,Madrid,Spain,14.170,2001
+2001-06-01,Madrid,Spain,20.379,2001
+2001-07-01,Madrid,Spain,21.010,2001
+2001-08-01,Madrid,Spain,22.620,2001
+2001-09-01,Madrid,Spain,17.434,2001
+2001-10-01,Madrid,Spain,13.859,2001
+2001-11-01,Madrid,Spain,5.409,2001
+2001-12-01,Madrid,Spain,1.746,2001
+2002-01-01,Madrid,Spain,5.265,2002
+2002-02-01,Madrid,Spain,6.350,2002
+2002-03-01,Madrid,Spain,8.581,2002
+2002-04-01,Madrid,Spain,10.432,2002
+2002-05-01,Madrid,Spain,12.783,2002
+2002-06-01,Madrid,Spain,20.186,2002
+2002-07-01,Madrid,Spain,21.523,2002
+2002-08-01,Madrid,Spain,20.655,2002
+2002-09-01,Madrid,Spain,17.008,2002
+2002-10-01,Madrid,Spain,12.711,2002
+2002-11-01,Madrid,Spain,8.125,2002
+2002-12-01,Madrid,Spain,6.571,2002
+2003-01-01,Madrid,Spain,3.564,2003
+2003-02-01,Madrid,Spain,3.927,2003
+2003-03-01,Madrid,Spain,9.624,2003
+2003-04-01,Madrid,Spain,10.377,2003
+2003-05-01,Madrid,Spain,15.100,2003
+2003-06-01,Madrid,Spain,22.305,2003
+2003-07-01,Madrid,Spain,22.528,2003
+2003-08-01,Madrid,Spain,24.524,2003
+2003-09-01,Madrid,Spain,18.952,2003
+2003-10-01,Madrid,Spain,11.325,2003
+2003-11-01,Madrid,Spain,8.229,2003
+2003-12-01,Madrid,Spain,4.634,2003
+2004-01-01,Madrid,Spain,5.265,2004
+2004-02-01,Madrid,Spain,5.253,2004
+2004-03-01,Madrid,Spain,6.593,2004
+2004-04-01,Madrid,Spain,8.991,2004
+2004-05-01,Madrid,Spain,12.617,2004
+2004-06-01,Madrid,Spain,21.125,2004
+2004-07-01,Madrid,Spain,22.177,2004
+2004-08-01,Madrid,Spain,21.352,2004
+2004-09-01,Madrid,Spain,19.140,2004
+2004-10-01,Madrid,Spain,13.078,2004
+2004-11-01,Madrid,Spain,6.235,2004
+2004-12-01,Madrid,Spain,4.243,2004
+2005-01-01,Madrid,Spain,2.646,2005
+2005-02-01,Madrid,Spain,2.125,2005
+2005-03-01,Madrid,Spain,7.878,2005
+2005-04-01,Madrid,Spain,10.763,2005
+2005-05-01,Madrid,Spain,15.782,2005
+2005-06-01,Madrid,Spain,21.884,2005
+2005-07-01,Madrid,Spain,22.923,2005
+2005-08-01,Madrid,Spain,22.415,2005
+2005-09-01,Madrid,Spain,17.637,2005
+2005-10-01,Madrid,Spain,13.101,2005
+2005-11-01,Madrid,Spain,6.315,2005
+2005-12-01,Madrid,Spain,3.683,2005
+2006-01-01,Madrid,Spain,2.656,2006
+2006-02-01,Madrid,Spain,3.800,2006
+2006-03-01,Madrid,Spain,8.566,2006
+2006-04-01,Madrid,Spain,11.388,2006
+2006-05-01,Madrid,Spain,16.416,2006
+2006-06-01,Madrid,Spain,20.639,2006
+2006-07-01,Madrid,Spain,24.298,2006
+2006-08-01,Madrid,Spain,21.052,2006
+2006-09-01,Madrid,Spain,19.334,2006
+2006-10-01,Madrid,Spain,14.448,2006
+2006-11-01,Madrid,Spain,10.054,2006
+2006-12-01,Madrid,Spain,4.032,2006
+2007-01-01,Madrid,Spain,4.315,2007
+2007-02-01,Madrid,Spain,6.868,2007
+2007-03-01,Madrid,Spain,7.149,2007
+2007-04-01,Madrid,Spain,10.558,2007
+2007-05-01,Madrid,Spain,13.661,2007
+2007-06-01,Madrid,Spain,17.417,2007
+2007-07-01,Madrid,Spain,21.366,2007
+2007-08-01,Madrid,Spain,20.619,2007
+2007-09-01,Madrid,Spain,18.215,2007
+2007-10-01,Madrid,Spain,12.238,2007
+2007-11-01,Madrid,Spain,6.443,2007
+2007-12-01,Madrid,Spain,3.816,2007
+2008-01-01,Madrid,Spain,5.708,2008
+2008-02-01,Madrid,Spain,7.133,2008
+2008-03-01,Madrid,Spain,7.585,2008
+2008-04-01,Madrid,Spain,10.576,2008
+2008-05-01,Madrid,Spain,12.996,2008
+2008-06-01,Madrid,Spain,18.154,2008
+2008-07-01,Madrid,Spain,21.296,2008
+2008-08-01,Madrid,Spain,21.843,2008
+2008-09-01,Madrid,Spain,16.876,2008
+2008-10-01,Madrid,Spain,11.633,2008
+2008-11-01,Madrid,Spain,5.491,2008
+2008-12-01,Madrid,Spain,3.709,2008
+2009-01-01,Madrid,Spain,3.005,2009
+2009-02-01,Madrid,Spain,5.230,2009
+2009-03-01,Madrid,Spain,9.026,2009
+2009-04-01,Madrid,Spain,9.180,2009
+2009-05-01,Madrid,Spain,15.945,2009
+2009-06-01,Madrid,Spain,20.272,2009
+2009-07-01,Madrid,Spain,22.570,2009
+2009-08-01,Madrid,Spain,23.710,2009
+2009-09-01,Madrid,Spain,18.501,2009
+2009-10-01,Madrid,Spain,14.611,2009
+2009-11-01,Madrid,Spain,9.194,2009
+2009-12-01,Madrid,Spain,4.264,2009
+2010-01-01,Madrid,Spain,3.443,2010
+2010-02-01,Madrid,Spain,4.061,2010
+2010-03-01,Madrid,Spain,6.672,2010
+2010-04-01,Madrid,Spain,11.455,2010
+2010-05-01,Madrid,Spain,12.979,2010
+2010-06-01,Madrid,Spain,18.203,2010
+2010-07-01,Madrid,Spain,23.974,2010
+2010-08-01,Madrid,Spain,22.934,2010
+2010-09-01,Madrid,Spain,18.323,2010
+2010-10-01,Madrid,Spain,11.684,2010
+2010-11-01,Madrid,Spain,6.327,2010
+2010-12-01,Madrid,Spain,4.022,2010
+2011-01-01,Madrid,Spain,4.232,2011
+2011-02-01,Madrid,Spain,5.804,2011
+2011-03-01,Madrid,Spain,7.579,2011
+2011-04-01,Madrid,Spain,13.499,2011
+2011-05-01,Madrid,Spain,16.440,2011
+2011-06-01,Madrid,Spain,19.625,2011
+2011-07-01,Madrid,Spain,21.490,2011
+2011-08-01,Madrid,Spain,22.852,2011
+2011-09-01,Madrid,Spain,19.865,2011
+2011-10-01,Madrid,Spain,14.487,2011
+2011-11-01,Madrid,Spain,8.841,2011
+2011-12-01,Madrid,Spain,4.604,2011
+2012-01-01,Madrid,Spain,3.753,2012
+2012-02-01,Madrid,Spain,2.947,2012
+2012-03-01,Madrid,Spain,8.808,2012
+2012-04-01,Madrid,Spain,8.126,2012
+2012-05-01,Madrid,Spain,15.943,2012
+2012-06-01,Madrid,Spain,20.234,2012
+2012-07-01,Madrid,Spain,21.831,2012
+2012-08-01,Madrid,Spain,23.021,2012
+2012-09-01,Madrid,Spain,18.204,2012
+2012-10-01,Madrid,Spain,12.509,2012
+2012-11-01,Madrid,Spain,7.610,2012
+2012-12-01,Madrid,Spain,4.972,2012
+2013-01-01,Madrid,Spain,4.691,2013
+2013-02-01,Madrid,Spain,4.403,2013
+2013-03-01,Madrid,Spain,7.504,2013
+2013-04-01,Madrid,Spain,9.483,2013
+2013-05-01,Madrid,Spain,11.629,2013
+2013-06-01,Madrid,Spain,17.565,2013
+2013-07-01,Madrid,Spain,23.605,2013
+2013-08-01,Madrid,Spain,22.599,2013
+2013-09-01,Madrid,Spain,NaN,2013
+2000-01-01,Manila,Philippines,25.700,2000
+2000-02-01,Manila,Philippines,26.418,2000
+2000-03-01,Manila,Philippines,27.850,2000
+2000-04-01,Manila,Philippines,29.202,2000
+2000-05-01,Manila,Philippines,28.202,2000
+2000-06-01,Manila,Philippines,27.874,2000
+2000-07-01,Manila,Philippines,26.052,2000
+2000-08-01,Manila,Philippines,26.911,2000
+2000-09-01,Manila,Philippines,26.642,2000
+2000-10-01,Manila,Philippines,26.834,2000
+2000-11-01,Manila,Philippines,26.620,2000
+2000-12-01,Manila,Philippines,25.943,2000
+2001-01-01,Manila,Philippines,26.018,2001
+2001-02-01,Manila,Philippines,26.757,2001
+2001-03-01,Manila,Philippines,27.960,2001
+2001-04-01,Manila,Philippines,29.359,2001
+2001-05-01,Manila,Philippines,28.673,2001
+2001-06-01,Manila,Philippines,27.665,2001
+2001-07-01,Manila,Philippines,26.787,2001
+2001-08-01,Manila,Philippines,26.811,2001
+2001-09-01,Manila,Philippines,27.039,2001
+2001-10-01,Manila,Philippines,27.199,2001
+2001-11-01,Manila,Philippines,26.399,2001
+2001-12-01,Manila,Philippines,25.388,2001
+2002-01-01,Manila,Philippines,25.168,2002
+2002-02-01,Manila,Philippines,25.829,2002
+2002-03-01,Manila,Philippines,27.615,2002
+2002-04-01,Manila,Philippines,29.023,2002
+2002-05-01,Manila,Philippines,28.898,2002
+2002-06-01,Manila,Philippines,28.392,2002
+2002-07-01,Manila,Philippines,26.425,2002
+2002-08-01,Manila,Philippines,27.046,2002
+2002-09-01,Manila,Philippines,26.797,2002
+2002-10-01,Manila,Philippines,27.123,2002
+2002-11-01,Manila,Philippines,26.643,2002
+2002-12-01,Manila,Philippines,26.278,2002
+2003-01-01,Manila,Philippines,24.998,2003
+2003-02-01,Manila,Philippines,26.138,2003
+2003-03-01,Manila,Philippines,27.533,2003
+2003-04-01,Manila,Philippines,29.720,2003
+2003-05-01,Manila,Philippines,29.031,2003
+2003-06-01,Manila,Philippines,27.482,2003
+2003-07-01,Manila,Philippines,27.673,2003
+2003-08-01,Manila,Philippines,26.745,2003
+2003-09-01,Manila,Philippines,26.752,2003
+2003-10-01,Manila,Philippines,27.033,2003
+2003-11-01,Manila,Philippines,26.884,2003
+2003-12-01,Manila,Philippines,24.889,2003
+2004-01-01,Manila,Philippines,25.502,2004
+2004-02-01,Manila,Philippines,26.442,2004
+2004-03-01,Manila,Philippines,28.058,2004
+2004-04-01,Manila,Philippines,29.427,2004
+2004-05-01,Manila,Philippines,28.971,2004
+2004-06-01,Manila,Philippines,27.166,2004
+2004-07-01,Manila,Philippines,27.237,2004
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+2011-03-01,Melbourne,Australia,16.849,2011
+2011-04-01,Melbourne,Australia,14.076,2011
+2011-05-01,Melbourne,Australia,10.603,2011
+2011-06-01,Melbourne,Australia,9.511,2011
+2011-07-01,Melbourne,Australia,8.892,2011
+2011-08-01,Melbourne,Australia,10.592,2011
+2011-09-01,Melbourne,Australia,11.998,2011
+2011-10-01,Melbourne,Australia,13.849,2011
+2011-11-01,Melbourne,Australia,17.179,2011
+2011-12-01,Melbourne,Australia,17.915,2011
+2012-01-01,Melbourne,Australia,20.517,2012
+2012-02-01,Melbourne,Australia,20.223,2012
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+2012-04-01,Melbourne,Australia,14.807,2012
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+2013-01-01,Melbourne,Australia,20.274,2013
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+2013-07-01,Melbourne,Australia,9.774,2013
+2013-08-01,Melbourne,Australia,10.441,2013
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+2000-01-01,Mexico,Mexico,12.694,2000
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+2000-03-01,Mexico,Mexico,17.376,2000
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+2003-04-01,Mexico,Mexico,18.917,2003
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+2004-04-01,Mexico,Mexico,17.435,2004
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+2004-12-01,Mexico,Mexico,12.447,2004
+2005-01-01,Mexico,Mexico,13.446,2005
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+2006-01-01,Mexico,Mexico,12.758,2006
+2006-02-01,Mexico,Mexico,14.663,2006
+2006-03-01,Mexico,Mexico,16.894,2006
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+2006-08-01,Mexico,Mexico,17.677,2006
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+2006-11-01,Mexico,Mexico,13.979,2006
+2006-12-01,Mexico,Mexico,12.637,2006
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+2007-04-01,Mexico,Mexico,17.862,2007
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+2012-04-01,Mexico,Mexico,17.960,2012
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+2012-09-01,Mexico,Mexico,17.374,2012
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+2012-11-01,Mexico,Mexico,14.009,2012
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+2013-01-01,Mexico,Mexico,13.077,2013
+2013-02-01,Mexico,Mexico,15.979,2013
+2013-03-01,Mexico,Mexico,15.650,2013
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+2000-03-01,Mogadishu,Somalia,29.415,2000
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+2001-03-01,Mogadishu,Somalia,28.840,2001
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+2002-03-01,Mogadishu,Somalia,30.027,2002
+2002-04-01,Mogadishu,Somalia,29.533,2002
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+2002-08-01,Mogadishu,Somalia,26.119,2002
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+2002-11-01,Mogadishu,Somalia,27.196,2002
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+2003-02-01,Mogadishu,Somalia,28.523,2003
+2003-03-01,Mogadishu,Somalia,30.201,2003
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+2003-06-01,Mogadishu,Somalia,27.991,2003
+2003-07-01,Mogadishu,Somalia,26.843,2003
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+2003-10-01,Mogadishu,Somalia,27.625,2003
+2003-11-01,Mogadishu,Somalia,28.062,2003
+2003-12-01,Mogadishu,Somalia,27.314,2003
+2004-01-01,Mogadishu,Somalia,27.847,2004
+2004-02-01,Mogadishu,Somalia,27.912,2004
+2004-03-01,Mogadishu,Somalia,28.909,2004
+2004-04-01,Mogadishu,Somalia,29.450,2004
+2004-05-01,Mogadishu,Somalia,29.369,2004
+2004-06-01,Mogadishu,Somalia,27.450,2004
+2004-07-01,Mogadishu,Somalia,26.150,2004
+2004-08-01,Mogadishu,Somalia,26.976,2004
+2004-09-01,Mogadishu,Somalia,27.215,2004
+2004-10-01,Mogadishu,Somalia,27.133,2004
+2004-11-01,Mogadishu,Somalia,27.973,2004
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+2005-01-01,Mogadishu,Somalia,27.249,2005
+2005-02-01,Mogadishu,Somalia,28.226,2005
+2005-03-01,Mogadishu,Somalia,30.256,2005
+2005-04-01,Mogadishu,Somalia,29.857,2005
+2005-05-01,Mogadishu,Somalia,29.502,2005
+2005-06-01,Mogadishu,Somalia,27.632,2005
+2005-07-01,Mogadishu,Somalia,26.586,2005
+2005-08-01,Mogadishu,Somalia,26.194,2005
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+2006-01-01,Mogadishu,Somalia,26.767,2006
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+2006-03-01,Mogadishu,Somalia,29.432,2006
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+2006-06-01,Mogadishu,Somalia,27.532,2006
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+2006-11-01,Mogadishu,Somalia,27.877,2006
+2006-12-01,Mogadishu,Somalia,27.615,2006
+2007-01-01,Mogadishu,Somalia,27.264,2007
+2007-02-01,Mogadishu,Somalia,28.843,2007
+2007-03-01,Mogadishu,Somalia,29.997,2007
+2007-04-01,Mogadishu,Somalia,29.971,2007
+2007-05-01,Mogadishu,Somalia,29.405,2007
+2007-06-01,Mogadishu,Somalia,28.078,2007
+2007-07-01,Mogadishu,Somalia,26.206,2007
+2007-08-01,Mogadishu,Somalia,26.282,2007
+2007-09-01,Mogadishu,Somalia,27.825,2007
+2007-10-01,Mogadishu,Somalia,27.502,2007
+2007-11-01,Mogadishu,Somalia,27.970,2007
+2007-12-01,Mogadishu,Somalia,27.674,2007
+2008-01-01,Mogadishu,Somalia,27.413,2008
+2008-02-01,Mogadishu,Somalia,27.103,2008
+2008-03-01,Mogadishu,Somalia,28.461,2008
+2008-04-01,Mogadishu,Somalia,28.662,2008
+2008-05-01,Mogadishu,Somalia,29.089,2008
+2008-06-01,Mogadishu,Somalia,27.180,2008
+2008-07-01,Mogadishu,Somalia,26.542,2008
+2008-08-01,Mogadishu,Somalia,26.712,2008
+2008-09-01,Mogadishu,Somalia,27.932,2008
+2008-10-01,Mogadishu,Somalia,27.845,2008
+2008-11-01,Mogadishu,Somalia,28.264,2008
+2008-12-01,Mogadishu,Somalia,27.742,2008
+2009-01-01,Mogadishu,Somalia,27.375,2009
+2009-02-01,Mogadishu,Somalia,27.607,2009
+2009-03-01,Mogadishu,Somalia,29.646,2009
+2009-04-01,Mogadishu,Somalia,29.861,2009
+2009-05-01,Mogadishu,Somalia,29.330,2009
+2009-06-01,Mogadishu,Somalia,28.016,2009
+2009-07-01,Mogadishu,Somalia,27.246,2009
+2009-08-01,Mogadishu,Somalia,27.213,2009
+2009-09-01,Mogadishu,Somalia,27.832,2009
+2009-10-01,Mogadishu,Somalia,27.157,2009
+2009-11-01,Mogadishu,Somalia,28.875,2009
+2009-12-01,Mogadishu,Somalia,28.546,2009
+2010-01-01,Mogadishu,Somalia,27.520,2010
+2010-02-01,Mogadishu,Somalia,28.298,2010
+2010-03-01,Mogadishu,Somalia,29.248,2010
+2010-04-01,Mogadishu,Somalia,28.813,2010
+2010-05-01,Mogadishu,Somalia,29.359,2010
+2010-06-01,Mogadishu,Somalia,27.975,2010
+2010-07-01,Mogadishu,Somalia,26.496,2010
+2010-08-01,Mogadishu,Somalia,26.784,2010
+2010-09-01,Mogadishu,Somalia,27.152,2010
+2010-10-01,Mogadishu,Somalia,28.136,2010
+2010-11-01,Mogadishu,Somalia,28.526,2010
+2010-12-01,Mogadishu,Somalia,28.000,2010
+2011-01-01,Mogadishu,Somalia,27.095,2011
+2011-02-01,Mogadishu,Somalia,27.969,2011
+2011-03-01,Mogadishu,Somalia,29.577,2011
+2011-04-01,Mogadishu,Somalia,30.238,2011
+2011-05-01,Mogadishu,Somalia,29.660,2011
+2011-06-01,Mogadishu,Somalia,28.329,2011
+2011-07-01,Mogadishu,Somalia,27.544,2011
+2011-08-01,Mogadishu,Somalia,27.425,2011
+2011-09-01,Mogadishu,Somalia,28.323,2011
+2011-10-01,Mogadishu,Somalia,27.455,2011
+2011-11-01,Mogadishu,Somalia,28.278,2011
+2011-12-01,Mogadishu,Somalia,27.408,2011
+2012-01-01,Mogadishu,Somalia,27.564,2012
+2012-02-01,Mogadishu,Somalia,27.857,2012
+2012-03-01,Mogadishu,Somalia,29.090,2012
+2012-04-01,Mogadishu,Somalia,29.841,2012
+2012-05-01,Mogadishu,Somalia,28.995,2012
+2012-06-01,Mogadishu,Somalia,27.987,2012
+2012-07-01,Mogadishu,Somalia,26.603,2012
+2012-08-01,Mogadishu,Somalia,27.511,2012
+2012-09-01,Mogadishu,Somalia,28.288,2012
+2012-10-01,Mogadishu,Somalia,27.804,2012
+2012-11-01,Mogadishu,Somalia,28.311,2012
+2012-12-01,Mogadishu,Somalia,28.423,2012
+2013-01-01,Mogadishu,Somalia,27.451,2013
+2013-02-01,Mogadishu,Somalia,27.535,2013
+2013-03-01,Mogadishu,Somalia,28.822,2013
+2013-04-01,Mogadishu,Somalia,29.673,2013
+2013-05-01,Mogadishu,Somalia,29.203,2013
+2013-06-01,Mogadishu,Somalia,27.391,2013
+2013-07-01,Mogadishu,Somalia,26.517,2013
+2013-08-01,Mogadishu,Somalia,26.939,2013
+2013-09-01,Mogadishu,Somalia,NaN,2013
+2000-01-01,Montreal,Canada,-11.684,2000
+2000-02-01,Montreal,Canada,-8.385,2000
+2000-03-01,Montreal,Canada,0.541,2000
+2000-04-01,Montreal,Canada,4.070,2000
+2000-05-01,Montreal,Canada,11.895,2000
+2000-06-01,Montreal,Canada,16.219,2000
+2000-07-01,Montreal,Canada,18.732,2000
+2000-08-01,Montreal,Canada,18.561,2000
+2000-09-01,Montreal,Canada,13.013,2000
+2000-10-01,Montreal,Canada,7.503,2000
+2000-11-01,Montreal,Canada,1.517,2000
+2000-12-01,Montreal,Canada,-10.329,2000
+2001-01-01,Montreal,Canada,-10.840,2001
+2001-02-01,Montreal,Canada,-9.975,2001
+2001-03-01,Montreal,Canada,-4.461,2001
+2001-04-01,Montreal,Canada,4.597,2001
+2001-05-01,Montreal,Canada,14.272,2001
+2001-06-01,Montreal,Canada,18.906,2001
+2001-07-01,Montreal,Canada,18.675,2001
+2001-08-01,Montreal,Canada,20.623,2001
+2001-09-01,Montreal,Canada,15.313,2001
+2001-10-01,Montreal,Canada,8.883,2001
+2001-11-01,Montreal,Canada,3.408,2001
+2001-12-01,Montreal,Canada,-1.833,2001
+2002-01-01,Montreal,Canada,-6.298,2002
+2002-02-01,Montreal,Canada,-6.876,2002
+2002-03-01,Montreal,Canada,-3.111,2002
+2002-04-01,Montreal,Canada,5.608,2002
+2002-05-01,Montreal,Canada,10.538,2002
+2002-06-01,Montreal,Canada,16.336,2002
+2002-07-01,Montreal,Canada,20.556,2002
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+2001-08-01,Nanjing,China,26.193,2001
+2001-09-01,Nanjing,China,23.439,2001
+2001-10-01,Nanjing,China,18.304,2001
+2001-11-01,Nanjing,China,11.277,2001
+2001-12-01,Nanjing,China,4.963,2001
+2002-01-01,Nanjing,China,5.693,2002
+2002-02-01,Nanjing,China,8.092,2002
+2002-03-01,Nanjing,China,12.555,2002
+2002-04-01,Nanjing,China,16.564,2002
+2002-05-01,Nanjing,China,19.748,2002
+2002-06-01,Nanjing,China,26.274,2002
+2002-07-01,Nanjing,China,28.273,2002
+2002-08-01,Nanjing,China,26.688,2002
+2002-09-01,Nanjing,China,23.481,2002
+2002-10-01,Nanjing,China,17.968,2002
+2002-11-01,Nanjing,China,11.148,2002
+2002-12-01,Nanjing,China,5.284,2002
+2003-01-01,Nanjing,China,3.008,2003
+2003-02-01,Nanjing,China,6.336,2003
+2003-03-01,Nanjing,China,9.871,2003
+2003-04-01,Nanjing,China,15.441,2003
+2003-05-01,Nanjing,China,20.691,2003
+2003-06-01,Nanjing,China,25.173,2003
+2003-07-01,Nanjing,China,29.028,2003
+2003-08-01,Nanjing,China,28.111,2003
+2003-09-01,Nanjing,China,24.817,2003
+2003-10-01,Nanjing,China,16.964,2003
+2003-11-01,Nanjing,China,11.437,2003
+2003-12-01,Nanjing,China,5.004,2003
+2004-01-01,Nanjing,China,3.428,2004
+2004-02-01,Nanjing,China,8.495,2004
+2004-03-01,Nanjing,China,10.155,2004
+2004-04-01,Nanjing,China,17.005,2004
+2004-05-01,Nanjing,China,21.291,2004
+2004-06-01,Nanjing,China,24.718,2004
+2004-07-01,Nanjing,China,29.212,2004
+2004-08-01,Nanjing,China,27.885,2004
+2004-09-01,Nanjing,China,22.998,2004
+2004-10-01,Nanjing,China,17.365,2004
+2004-11-01,Nanjing,China,13.000,2004
+2004-12-01,Nanjing,China,6.714,2004
+2005-01-01,Nanjing,China,1.894,2005
+2005-02-01,Nanjing,China,3.334,2005
+2005-03-01,Nanjing,China,9.126,2005
+2005-04-01,Nanjing,China,18.456,2005
+2005-05-01,Nanjing,China,21.353,2005
+2005-06-01,Nanjing,China,27.312,2005
+2005-07-01,Nanjing,China,28.676,2005
+2005-08-01,Nanjing,China,26.886,2005
+2005-09-01,Nanjing,China,25.028,2005
+2005-10-01,Nanjing,China,17.259,2005
+2005-11-01,Nanjing,China,13.685,2005
+2005-12-01,Nanjing,China,3.889,2005
+2006-01-01,Nanjing,China,4.222,2006
+2006-02-01,Nanjing,China,4.633,2006
+2006-03-01,Nanjing,China,11.533,2006
+2006-04-01,Nanjing,China,17.098,2006
+2006-05-01,Nanjing,China,21.235,2006
+2006-06-01,Nanjing,China,26.213,2006
+2006-07-01,Nanjing,China,28.808,2006
+2006-08-01,Nanjing,China,29.336,2006
+2006-09-01,Nanjing,China,22.211,2006
+2006-10-01,Nanjing,China,20.163,2006
+2006-11-01,Nanjing,China,13.155,2006
+2006-12-01,Nanjing,China,5.615,2006
+2007-01-01,Nanjing,China,3.610,2007
+2007-02-01,Nanjing,China,9.273,2007
+2007-03-01,Nanjing,China,11.697,2007
+2007-04-01,Nanjing,China,15.962,2007
+2007-05-01,Nanjing,China,23.629,2007
+2007-06-01,Nanjing,China,25.146,2007
+2007-07-01,Nanjing,China,28.692,2007
+2007-08-01,Nanjing,China,28.841,2007
+2007-09-01,Nanjing,China,23.591,2007
+2007-10-01,Nanjing,China,18.217,2007
+2007-11-01,Nanjing,China,11.423,2007
+2007-12-01,Nanjing,China,6.803,2007
+2008-01-01,Nanjing,China,1.792,2008
+2008-02-01,Nanjing,China,2.849,2008
+2008-03-01,Nanjing,China,11.757,2008
+2008-04-01,Nanjing,China,16.128,2008
+2008-05-01,Nanjing,China,22.525,2008
+2008-06-01,Nanjing,China,23.984,2008
+2008-07-01,Nanjing,China,29.045,2008
+2008-08-01,Nanjing,China,27.229,2008
+2008-09-01,Nanjing,China,24.447,2008
+2008-10-01,Nanjing,China,18.888,2008
+2008-11-01,Nanjing,China,11.418,2008
+2008-12-01,Nanjing,China,6.003,2008
+2009-01-01,Nanjing,China,2.745,2009
+2009-02-01,Nanjing,China,7.923,2009
+2009-03-01,Nanjing,China,10.207,2009
+2009-04-01,Nanjing,China,16.736,2009
+2009-05-01,Nanjing,China,21.941,2009
+2009-06-01,Nanjing,China,26.544,2009
+2009-07-01,Nanjing,China,28.440,2009
+2009-08-01,Nanjing,China,27.492,2009
+2009-09-01,Nanjing,China,24.045,2009
+2009-10-01,Nanjing,China,19.685,2009
+2009-11-01,Nanjing,China,8.972,2009
+2009-12-01,Nanjing,China,4.849,2009
+2010-01-01,Nanjing,China,4.206,2010
+2010-02-01,Nanjing,China,6.567,2010
+2010-03-01,Nanjing,China,9.244,2010
+2010-04-01,Nanjing,China,13.122,2010
+2010-05-01,Nanjing,China,21.344,2010
+2010-06-01,Nanjing,China,24.723,2010
+2010-07-01,Nanjing,China,28.339,2010
+2010-08-01,Nanjing,China,29.596,2010
+2010-09-01,Nanjing,China,24.463,2010
+2010-10-01,Nanjing,China,16.917,2010
+2010-11-01,Nanjing,China,12.268,2010
+2010-12-01,Nanjing,China,6.528,2010
+2011-01-01,Nanjing,China,0.144,2011
+2011-02-01,Nanjing,China,5.585,2011
+2011-03-01,Nanjing,China,9.459,2011
+2011-04-01,Nanjing,China,16.817,2011
+2011-05-01,Nanjing,China,21.901,2011
+2011-06-01,Nanjing,China,24.830,2011
+2011-07-01,Nanjing,China,28.622,2011
+2011-08-01,Nanjing,China,27.342,2011
+2011-09-01,Nanjing,China,23.147,2011
+2011-10-01,Nanjing,China,17.563,2011
+2011-11-01,Nanjing,China,14.707,2011
+2011-12-01,Nanjing,China,4.510,2011
+2012-01-01,Nanjing,China,3.168,2012
+2012-02-01,Nanjing,China,3.429,2012
+2012-03-01,Nanjing,China,9.431,2012
+2012-04-01,Nanjing,China,18.057,2012
+2012-05-01,Nanjing,China,21.892,2012
+2012-06-01,Nanjing,China,25.168,2012
+2012-07-01,Nanjing,China,29.488,2012
+2012-08-01,Nanjing,China,28.030,2012
+2012-09-01,Nanjing,China,22.444,2012
+2012-10-01,Nanjing,China,18.140,2012
+2012-11-01,Nanjing,China,10.312,2012
+2012-12-01,Nanjing,China,4.013,2012
+2013-01-01,Nanjing,China,3.018,2013
+2013-02-01,Nanjing,China,5.792,2013
+2013-03-01,Nanjing,China,11.138,2013
+2013-04-01,Nanjing,China,15.526,2013
+2013-05-01,Nanjing,China,21.833,2013
+2013-06-01,Nanjing,China,24.900,2013
+2013-07-01,Nanjing,China,30.459,2013
+2013-08-01,Nanjing,China,30.407,2013
+2013-09-01,Nanjing,China,NaN,2013
+2000-01-01,New Delhi,India,15.201,2000
+2000-02-01,New Delhi,India,16.388,2000
+2000-03-01,New Delhi,India,22.921,2000
+2000-04-01,New Delhi,India,31.266,2000
+2000-05-01,New Delhi,India,34.524,2000
+2000-06-01,New Delhi,India,33.074,2000
+2000-07-01,New Delhi,India,30.925,2000
+2000-08-01,New Delhi,India,30.687,2000
+2000-09-01,New Delhi,India,30.083,2000
+2000-10-01,New Delhi,India,28.164,2000
+2000-11-01,New Delhi,India,22.445,2000
+2000-12-01,New Delhi,India,16.902,2000
+2001-01-01,New Delhi,India,14.197,2001
+2001-02-01,New Delhi,India,18.882,2001
+2001-03-01,New Delhi,India,23.918,2001
+2001-04-01,New Delhi,India,29.155,2001
+2001-05-01,New Delhi,India,33.541,2001
+2001-06-01,New Delhi,India,31.870,2001
+2001-07-01,New Delhi,India,30.888,2001
+2001-08-01,New Delhi,India,30.832,2001
+2001-09-01,New Delhi,India,30.920,2001
+2001-10-01,New Delhi,India,27.687,2001
+2001-11-01,New Delhi,India,21.806,2001
+2001-12-01,New Delhi,India,16.659,2001
+2002-01-01,New Delhi,India,14.730,2002
+2002-02-01,New Delhi,India,17.742,2002
+2002-03-01,New Delhi,India,24.459,2002
+2002-04-01,New Delhi,India,30.945,2002
+2002-05-01,New Delhi,India,35.236,2002
+2002-06-01,New Delhi,India,34.728,2002
+2002-07-01,New Delhi,India,34.672,2002
+2002-08-01,New Delhi,India,31.075,2002
+2002-09-01,New Delhi,India,29.175,2002
+2002-10-01,New Delhi,India,27.633,2002
+2002-11-01,New Delhi,India,21.886,2002
+2002-12-01,New Delhi,India,17.331,2002
+2003-01-01,New Delhi,India,13.420,2003
+2003-02-01,New Delhi,India,18.199,2003
+2003-03-01,New Delhi,India,23.682,2003
+2003-04-01,New Delhi,India,30.752,2003
+2003-05-01,New Delhi,India,34.075,2003
+2003-06-01,New Delhi,India,35.325,2003
+2003-07-01,New Delhi,India,30.653,2003
+2003-08-01,New Delhi,India,30.252,2003
+2003-09-01,New Delhi,India,29.166,2003
+2003-10-01,New Delhi,India,26.345,2003
+2003-11-01,New Delhi,India,20.962,2003
+2003-12-01,New Delhi,India,15.822,2003
+2004-01-01,New Delhi,India,14.199,2004
+2004-02-01,New Delhi,India,18.737,2004
+2004-03-01,New Delhi,India,26.432,2004
+2004-04-01,New Delhi,India,31.433,2004
+2004-05-01,New Delhi,India,33.999,2004
+2004-06-01,New Delhi,India,33.017,2004
+2004-07-01,New Delhi,India,32.816,2004
+2004-08-01,New Delhi,India,29.993,2004
+2004-09-01,New Delhi,India,30.534,2004
+2004-10-01,New Delhi,India,25.600,2004
+2004-11-01,New Delhi,India,21.422,2004
+2004-12-01,New Delhi,India,16.697,2004
+2005-01-01,New Delhi,India,14.383,2005
+2005-02-01,New Delhi,India,17.669,2005
+2005-03-01,New Delhi,India,24.469,2005
+2005-04-01,New Delhi,India,29.322,2005
+2005-05-01,New Delhi,India,32.998,2005
+2005-06-01,New Delhi,India,35.200,2005
+2005-07-01,New Delhi,India,30.544,2005
+2005-08-01,New Delhi,India,31.364,2005
+2005-09-01,New Delhi,India,29.675,2005
+2005-10-01,New Delhi,India,26.409,2005
+2005-11-01,New Delhi,India,21.200,2005
+2005-12-01,New Delhi,India,15.360,2005
+2006-01-01,New Delhi,India,15.594,2006
+2006-02-01,New Delhi,India,22.174,2006
+2006-03-01,New Delhi,India,23.271,2006
+2006-04-01,New Delhi,India,30.364,2006
+2006-05-01,New Delhi,India,34.188,2006
+2006-06-01,New Delhi,India,32.943,2006
+2006-07-01,New Delhi,India,31.412,2006
+2006-08-01,New Delhi,India,30.507,2006
+2006-09-01,New Delhi,India,30.051,2006
+2006-10-01,New Delhi,India,27.500,2006
+2006-11-01,New Delhi,India,21.846,2006
+2006-12-01,New Delhi,India,16.541,2006
+2007-01-01,New Delhi,India,15.120,2007
+2007-02-01,New Delhi,India,18.382,2007
+2007-03-01,New Delhi,India,22.863,2007
+2007-04-01,New Delhi,India,31.331,2007
+2007-05-01,New Delhi,India,33.907,2007
+2007-06-01,New Delhi,India,34.446,2007
+2007-07-01,New Delhi,India,31.745,2007
+2007-08-01,New Delhi,India,30.950,2007
+2007-09-01,New Delhi,India,30.266,2007
+2007-10-01,New Delhi,India,26.886,2007
+2007-11-01,New Delhi,India,21.927,2007
+2007-12-01,New Delhi,India,15.925,2007
+2008-01-01,New Delhi,India,14.534,2008
+2008-02-01,New Delhi,India,16.809,2008
+2008-03-01,New Delhi,India,25.979,2008
+2008-04-01,New Delhi,India,29.609,2008
+2008-05-01,New Delhi,India,32.313,2008
+2008-06-01,New Delhi,India,31.151,2008
+2008-07-01,New Delhi,India,30.918,2008
+2008-08-01,New Delhi,India,29.868,2008
+2008-09-01,New Delhi,India,29.513,2008
+2008-10-01,New Delhi,India,27.792,2008
+2008-11-01,New Delhi,India,21.769,2008
+2008-12-01,New Delhi,India,17.845,2008
+2009-01-01,New Delhi,India,16.096,2009
+2009-02-01,New Delhi,India,19.479,2009
+2009-03-01,New Delhi,India,24.655,2009
+2009-04-01,New Delhi,India,30.182,2009
+2009-05-01,New Delhi,India,34.067,2009
+2009-06-01,New Delhi,India,35.543,2009
+2009-07-01,New Delhi,India,32.271,2009
+2009-08-01,New Delhi,India,31.519,2009
+2009-09-01,New Delhi,India,30.154,2009
+2009-10-01,New Delhi,India,26.600,2009
+2009-11-01,New Delhi,India,21.214,2009
+2009-12-01,New Delhi,India,16.871,2009
+2010-01-01,New Delhi,India,14.014,2010
+2010-02-01,New Delhi,India,19.178,2010
+2010-03-01,New Delhi,India,26.953,2010
+2010-04-01,New Delhi,India,32.809,2010
+2010-05-01,New Delhi,India,35.610,2010
+2010-06-01,New Delhi,India,35.165,2010
+2010-07-01,New Delhi,India,31.465,2010
+2010-08-01,New Delhi,India,30.031,2010
+2010-09-01,New Delhi,India,28.612,2010
+2010-10-01,New Delhi,India,27.256,2010
+2010-11-01,New Delhi,India,21.757,2010
+2010-12-01,New Delhi,India,15.393,2010
+2011-01-01,New Delhi,India,13.376,2011
+2011-02-01,New Delhi,India,18.136,2011
+2011-03-01,New Delhi,India,23.864,2011
+2011-04-01,New Delhi,India,28.956,2011
+2011-05-01,New Delhi,India,34.298,2011
+2011-06-01,New Delhi,India,32.967,2011
+2011-07-01,New Delhi,India,30.947,2011
+2011-08-01,New Delhi,India,30.075,2011
+2011-09-01,New Delhi,India,29.399,2011
+2011-10-01,New Delhi,India,26.849,2011
+2011-11-01,New Delhi,India,22.484,2011
+2011-12-01,New Delhi,India,16.203,2011
+2012-01-01,New Delhi,India,13.701,2012
+2012-02-01,New Delhi,India,17.088,2012
+2012-03-01,New Delhi,India,23.686,2012
+2012-04-01,New Delhi,India,29.341,2012
+2012-05-01,New Delhi,India,34.448,2012
+2012-06-01,New Delhi,India,36.339,2012
+2012-07-01,New Delhi,India,32.448,2012
+2012-08-01,New Delhi,India,29.833,2012
+2012-09-01,New Delhi,India,29.759,2012
+2012-10-01,New Delhi,India,26.354,2012
+2012-11-01,New Delhi,India,21.110,2012
+2012-12-01,New Delhi,India,16.566,2012
+2013-01-01,New Delhi,India,13.756,2013
+2013-02-01,New Delhi,India,17.824,2013
+2013-03-01,New Delhi,India,24.025,2013
+2013-04-01,New Delhi,India,29.304,2013
+2013-05-01,New Delhi,India,34.746,2013
+2013-06-01,New Delhi,India,33.066,2013
+2013-07-01,New Delhi,India,31.053,2013
+2013-08-01,New Delhi,India,29.900,2013
+2013-09-01,New Delhi,India,NaN,2013
+2000-01-01,New York,United States,-3.168,2000
+2000-02-01,New York,United States,-0.162,2000
+2000-03-01,New York,United States,6.391,2000
+2000-04-01,New York,United States,8.897,2000
+2000-05-01,New York,United States,15.944,2000
+2000-06-01,New York,United States,20.234,2000
+2000-07-01,New York,United States,20.727,2000
+2000-08-01,New York,United States,20.791,2000
+2000-09-01,New York,United States,17.095,2000
+2000-10-01,New York,United States,11.323,2000
+2000-11-01,New York,United States,4.913,2000
+2000-12-01,New York,United States,-3.356,2000
+2001-01-01,New York,United States,-2.814,2001
+2001-02-01,New York,United States,-0.442,2001
+2001-03-01,New York,United States,1.884,2001
+2001-04-01,New York,United States,9.920,2001
+2001-05-01,New York,United States,16.014,2001
+2001-06-01,New York,United States,20.907,2001
+2001-07-01,New York,United States,21.045,2001
+2001-08-01,New York,United States,23.507,2001
+2001-09-01,New York,United States,17.474,2001
+2001-10-01,New York,United States,11.990,2001
+2001-11-01,New York,United States,8.212,2001
+2001-12-01,New York,United States,3.475,2001
+2002-01-01,New York,United States,1.252,2002
+2002-02-01,New York,United States,2.126,2002
+2002-03-01,New York,United States,4.677,2002
+2002-04-01,New York,United States,11.125,2002
+2002-05-01,New York,United States,14.171,2002
+2002-06-01,New York,United States,20.623,2002
+2002-07-01,New York,United States,23.931,2002
+2002-08-01,New York,United States,23.558,2002
+2002-09-01,New York,United States,19.125,2002
+2002-10-01,New York,United States,10.446,2002
+2002-11-01,New York,United States,4.945,2002
+2002-12-01,New York,United States,-0.953,2002
+2003-01-01,New York,United States,-5.223,2003
+2003-02-01,New York,United States,-3.786,2003
+2003-03-01,New York,United States,3.526,2003
+2003-04-01,New York,United States,8.185,2003
+2003-05-01,New York,United States,13.817,2003
+2003-06-01,New York,United States,18.960,2003
+2003-07-01,New York,United States,22.864,2003
+2003-08-01,New York,United States,23.243,2003
+2003-09-01,New York,United States,18.262,2003
+2003-10-01,New York,United States,10.202,2003
+2003-11-01,New York,United States,7.603,2003
+2003-12-01,New York,United States,0.379,2003
+2004-01-01,New York,United States,-6.325,2004
+2004-02-01,New York,United States,-1.332,2004
+2004-03-01,New York,United States,4.525,2004
+2004-04-01,New York,United States,10.057,2004
+2004-05-01,New York,United States,17.800,2004
+2004-06-01,New York,United States,19.761,2004
+2004-07-01,New York,United States,21.946,2004
+2004-08-01,New York,United States,21.771,2004
+2004-09-01,New York,United States,18.843,2004
+2004-10-01,New York,United States,10.960,2004
+2004-11-01,New York,United States,6.682,2004
+2004-12-01,New York,United States,-0.014,2004
+2005-01-01,New York,United States,-3.611,2005
+2005-02-01,New York,United States,-0.609,2005
+2005-03-01,New York,United States,1.125,2005
+2005-04-01,New York,United States,10.633,2005
+2005-05-01,New York,United States,13.267,2005
+2005-06-01,New York,United States,22.169,2005
+2005-07-01,New York,United States,23.704,2005
+2005-08-01,New York,United States,23.941,2005
+2005-09-01,New York,United States,20.238,2005
+2005-10-01,New York,United States,12.058,2005
+2005-11-01,New York,United States,7.019,2005
+2005-12-01,New York,United States,-1.757,2005
+2006-01-01,New York,United States,1.608,2006
+2006-02-01,New York,United States,-0.565,2006
+2006-03-01,New York,United States,3.776,2006
+2006-04-01,New York,United States,10.709,2006
+2006-05-01,New York,United States,15.637,2006
+2006-06-01,New York,United States,20.445,2006
+2006-07-01,New York,United States,24.165,2006
+2006-08-01,New York,United States,22.420,2006
+2006-09-01,New York,United States,16.946,2006
+2006-10-01,New York,United States,10.811,2006
+2006-11-01,New York,United States,8.418,2006
+2006-12-01,New York,United States,3.861,2006
+2007-01-01,New York,United States,0.412,2007
+2007-02-01,New York,United States,-4.713,2007
+2007-03-01,New York,United States,2.947,2007
+2007-04-01,New York,United States,8.020,2007
+2007-05-01,New York,United States,16.677,2007
+2007-06-01,New York,United States,20.868,2007
+2007-07-01,New York,United States,22.295,2007
+2007-08-01,New York,United States,22.063,2007
+2007-09-01,New York,United States,19.000,2007
+2007-10-01,New York,United States,15.222,2007
+2007-11-01,New York,United States,4.831,2007
+2007-12-01,New York,United States,-0.094,2007
+2008-01-01,New York,United States,-0.573,2008
+2008-02-01,New York,United States,-0.675,2008
+2008-03-01,New York,United States,3.470,2008
+2008-04-01,New York,United States,10.943,2008
+2008-05-01,New York,United States,13.640,2008
+2008-06-01,New York,United States,21.831,2008
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+2004-10-01,Shenyang,China,10.745,2004
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+2004-12-01,Shenyang,China,-8.087,2004
+2005-01-01,Shenyang,China,-10.592,2005
+2005-02-01,Shenyang,China,-9.602,2005
+2005-03-01,Shenyang,China,-0.064,2005
+2005-04-01,Shenyang,China,10.080,2005
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+2005-09-01,Shenyang,China,18.481,2005
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+2005-12-01,Shenyang,China,-11.366,2005
+2006-01-01,Shenyang,China,-9.788,2006
+2006-02-01,Shenyang,China,-6.948,2006
+2006-03-01,Shenyang,China,0.983,2006
+2006-04-01,Shenyang,China,7.514,2006
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+2006-06-01,Shenyang,China,20.581,2006
+2006-07-01,Shenyang,China,23.533,2006
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+2006-09-01,Shenyang,China,17.889,2006
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+2006-12-01,Shenyang,China,-6.057,2006
+2007-01-01,Shenyang,China,-7.953,2007
+2007-02-01,Shenyang,China,-1.087,2007
+2007-03-01,Shenyang,China,1.083,2007
+2007-04-01,Shenyang,China,8.979,2007
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+2007-12-01,Shenyang,China,-6.382,2007
+2008-01-01,Shenyang,China,-10.587,2008
+2008-02-01,Shenyang,China,-6.584,2008
+2008-03-01,Shenyang,China,3.903,2008
+2008-04-01,Shenyang,China,11.375,2008
+2008-05-01,Shenyang,China,15.444,2008
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+2008-10-01,Shenyang,China,11.307,2008
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+2008-12-01,Shenyang,China,-6.381,2008
+2009-01-01,Shenyang,China,-9.121,2009
+2009-02-01,Shenyang,China,-4.956,2009
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+2009-04-01,Shenyang,China,10.155,2009
+2009-05-01,Shenyang,China,17.854,2009
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+2009-08-01,Shenyang,China,23.833,2009
+2009-09-01,Shenyang,China,17.744,2009
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+2009-11-01,Shenyang,China,-1.668,2009
+2009-12-01,Shenyang,China,-9.480,2009
+2010-01-01,Shenyang,China,-11.584,2010
+2010-02-01,Shenyang,China,-7.111,2010
+2010-03-01,Shenyang,China,-0.993,2010
+2010-04-01,Shenyang,China,6.202,2010
+2010-05-01,Shenyang,China,15.596,2010
+2010-06-01,Shenyang,China,22.018,2010
+2010-07-01,Shenyang,China,24.423,2010
+2010-08-01,Shenyang,China,23.230,2010
+2010-09-01,Shenyang,China,17.862,2010
+2010-10-01,Shenyang,China,8.687,2010
+2010-11-01,Shenyang,China,1.222,2010
+2010-12-01,Shenyang,China,-8.517,2010
+2011-01-01,Shenyang,China,-13.738,2011
+2011-02-01,Shenyang,China,-4.940,2011
+2011-03-01,Shenyang,China,0.931,2011
+2011-04-01,Shenyang,China,8.691,2011
+2011-05-01,Shenyang,China,16.383,2011
+2011-06-01,Shenyang,China,20.243,2011
+2011-07-01,Shenyang,China,24.478,2011
+2011-08-01,Shenyang,China,23.877,2011
+2011-09-01,Shenyang,China,16.815,2011
+2011-10-01,Shenyang,China,10.414,2011
+2011-11-01,Shenyang,China,2.014,2011
+2011-12-01,Shenyang,China,-8.642,2011
+2012-01-01,Shenyang,China,-11.977,2012
+2012-02-01,Shenyang,China,-8.049,2012
+2012-03-01,Shenyang,China,0.007,2012
+2012-04-01,Shenyang,China,9.632,2012
+2012-05-01,Shenyang,China,17.554,2012
+2012-06-01,Shenyang,China,20.282,2012
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+2012-08-01,Shenyang,China,23.669,2012
+2012-09-01,Shenyang,China,17.700,2012
+2012-10-01,Shenyang,China,9.708,2012
+2012-11-01,Shenyang,China,-0.351,2012
+2012-12-01,Shenyang,China,-11.968,2012
+2013-01-01,Shenyang,China,-12.224,2013
+2013-02-01,Shenyang,China,-8.242,2013
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+2000-01-01,Singapore,Singapore,26.016,2000
+2000-02-01,Singapore,Singapore,26.508,2000
+2000-03-01,Singapore,Singapore,27.250,2000
+2000-04-01,Singapore,Singapore,27.186,2000
+2000-05-01,Singapore,Singapore,28.227,2000
+2000-06-01,Singapore,Singapore,27.358,2000
+2000-07-01,Singapore,Singapore,27.553,2000
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+2000-09-01,Singapore,Singapore,27.069,2000
+2000-10-01,Singapore,Singapore,27.169,2000
+2000-11-01,Singapore,Singapore,27.041,2000
+2000-12-01,Singapore,Singapore,26.730,2000
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+2001-03-01,Singapore,Singapore,27.598,2001
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+2002-03-01,Singapore,Singapore,27.572,2002
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+2002-05-01,Singapore,Singapore,28.388,2002
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+2002-11-01,Singapore,Singapore,26.946,2002
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+2003-01-01,Singapore,Singapore,26.445,2003
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+2003-03-01,Singapore,Singapore,27.754,2003
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+2003-11-01,Singapore,Singapore,26.937,2003
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+2004-04-01,Singapore,Singapore,28.016,2004
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+2004-08-01,Singapore,Singapore,27.637,2004
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+2004-10-01,Singapore,Singapore,26.993,2004
+2004-11-01,Singapore,Singapore,26.926,2004
+2004-12-01,Singapore,Singapore,26.518,2004
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+2005-02-01,Singapore,Singapore,27.969,2005
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+2005-04-01,Singapore,Singapore,27.839,2005
+2005-05-01,Singapore,Singapore,28.031,2005
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+2005-07-01,Singapore,Singapore,27.537,2005
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+2006-04-01,Singapore,Singapore,27.294,2006
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+2006-12-01,Singapore,Singapore,26.553,2006
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+2010-07-01,Singapore,Singapore,27.356,2010
+2010-08-01,Singapore,Singapore,27.388,2010
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+2010-11-01,Singapore,Singapore,27.094,2010
+2010-12-01,Singapore,Singapore,26.673,2010
+2011-01-01,Singapore,Singapore,25.957,2011
+2011-02-01,Singapore,Singapore,26.936,2011
+2011-03-01,Singapore,Singapore,27.083,2011
+2011-04-01,Singapore,Singapore,27.507,2011
+2011-05-01,Singapore,Singapore,28.259,2011
+2011-06-01,Singapore,Singapore,28.024,2011
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+2011-08-01,Singapore,Singapore,27.647,2011
+2011-09-01,Singapore,Singapore,27.436,2011
+2011-10-01,Singapore,Singapore,26.878,2011
+2011-11-01,Singapore,Singapore,27.049,2011
+2011-12-01,Singapore,Singapore,26.457,2011
+2012-01-01,Singapore,Singapore,26.842,2012
+2012-02-01,Singapore,Singapore,26.955,2012
+2012-03-01,Singapore,Singapore,27.058,2012
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+2012-05-01,Singapore,Singapore,28.000,2012
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+2012-07-01,Singapore,Singapore,27.445,2012
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+2012-11-01,Singapore,Singapore,26.951,2012
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+2013-01-01,Singapore,Singapore,26.836,2013
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+2013-03-01,Singapore,Singapore,28.053,2013
+2013-04-01,Singapore,Singapore,27.767,2013
+2013-05-01,Singapore,Singapore,28.083,2013
+2013-06-01,Singapore,Singapore,28.662,2013
+2013-07-01,Singapore,Singapore,27.487,2013
+2013-08-01,Singapore,Singapore,27.372,2013
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+2000-01-01,Surabaya,Indonesia,26.802,2000
+2000-02-01,Surabaya,Indonesia,26.868,2000
+2000-03-01,Surabaya,Indonesia,27.257,2000
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+2000-06-01,Surabaya,Indonesia,26.891,2000
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+2000-09-01,Surabaya,Indonesia,28.296,2000
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+2000-11-01,Surabaya,Indonesia,27.856,2000
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+2001-01-01,Surabaya,Indonesia,26.977,2001
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+2001-12-01,Surabaya,Indonesia,27.122,2001
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+2002-02-01,Surabaya,Indonesia,26.964,2002
+2002-03-01,Surabaya,Indonesia,27.708,2002
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+2002-05-01,Surabaya,Indonesia,28.229,2002
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+2002-08-01,Surabaya,Indonesia,26.839,2002
+2002-09-01,Surabaya,Indonesia,27.299,2002
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+2002-11-01,Surabaya,Indonesia,29.222,2002
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+2003-01-01,Surabaya,Indonesia,27.462,2003
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+2003-04-01,Surabaya,Indonesia,28.345,2003
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+2003-09-01,Surabaya,Indonesia,27.988,2003
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+2003-12-01,Surabaya,Indonesia,27.472,2003
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+2004-04-01,Surabaya,Indonesia,28.645,2004
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+2004-06-01,Surabaya,Indonesia,27.162,2004
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+2004-08-01,Surabaya,Indonesia,26.815,2004
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+2004-10-01,Surabaya,Indonesia,28.669,2004
+2004-11-01,Surabaya,Indonesia,28.423,2004
+2004-12-01,Surabaya,Indonesia,27.380,2004
+2005-01-01,Surabaya,Indonesia,27.698,2005
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+2005-05-01,Surabaya,Indonesia,28.182,2005
+2005-06-01,Surabaya,Indonesia,27.734,2005
+2005-07-01,Surabaya,Indonesia,27.272,2005
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+2005-09-01,Surabaya,Indonesia,28.415,2005
+2005-10-01,Surabaya,Indonesia,28.369,2005
+2005-11-01,Surabaya,Indonesia,28.630,2005
+2005-12-01,Surabaya,Indonesia,26.703,2005
+2006-01-01,Surabaya,Indonesia,26.911,2006
+2006-02-01,Surabaya,Indonesia,27.190,2006
+2006-03-01,Surabaya,Indonesia,27.155,2006
+2006-04-01,Surabaya,Indonesia,27.377,2006
+2006-05-01,Surabaya,Indonesia,27.576,2006
+2006-06-01,Surabaya,Indonesia,27.102,2006
+2006-07-01,Surabaya,Indonesia,26.556,2006
+2006-08-01,Surabaya,Indonesia,26.801,2006
+2006-09-01,Surabaya,Indonesia,27.255,2006
+2006-10-01,Surabaya,Indonesia,28.602,2006
+2006-11-01,Surabaya,Indonesia,29.608,2006
+2006-12-01,Surabaya,Indonesia,28.526,2006
+2007-01-01,Surabaya,Indonesia,28.041,2007
+2007-02-01,Surabaya,Indonesia,27.165,2007
+2007-03-01,Surabaya,Indonesia,27.306,2007
+2007-04-01,Surabaya,Indonesia,27.311,2007
+2007-05-01,Surabaya,Indonesia,27.920,2007
+2007-06-01,Surabaya,Indonesia,27.362,2007
+2007-07-01,Surabaya,Indonesia,26.904,2007
+2007-08-01,Surabaya,Indonesia,26.605,2007
+2007-09-01,Surabaya,Indonesia,27.294,2007
+2007-10-01,Surabaya,Indonesia,28.417,2007
+2007-11-01,Surabaya,Indonesia,28.393,2007
+2007-12-01,Surabaya,Indonesia,27.115,2007
+2008-01-01,Surabaya,Indonesia,27.125,2008
+2008-02-01,Surabaya,Indonesia,26.480,2008
+2008-03-01,Surabaya,Indonesia,26.738,2008
+2008-04-01,Surabaya,Indonesia,27.401,2008
+2008-05-01,Surabaya,Indonesia,27.602,2008
+2008-06-01,Surabaya,Indonesia,27.196,2008
+2008-07-01,Surabaya,Indonesia,26.586,2008
+2008-08-01,Surabaya,Indonesia,27.076,2008
+2008-09-01,Surabaya,Indonesia,28.019,2008
+2008-10-01,Surabaya,Indonesia,28.807,2008
+2008-11-01,Surabaya,Indonesia,27.949,2008
+2008-12-01,Surabaya,Indonesia,27.082,2008
+2009-01-01,Surabaya,Indonesia,26.837,2009
+2009-02-01,Surabaya,Indonesia,26.528,2009
+2009-03-01,Surabaya,Indonesia,27.598,2009
+2009-04-01,Surabaya,Indonesia,27.934,2009
+2009-05-01,Surabaya,Indonesia,27.521,2009
+2009-06-01,Surabaya,Indonesia,27.529,2009
+2009-07-01,Surabaya,Indonesia,27.023,2009
+2009-08-01,Surabaya,Indonesia,27.263,2009
+2009-09-01,Surabaya,Indonesia,28.089,2009
+2009-10-01,Surabaya,Indonesia,28.680,2009
+2009-11-01,Surabaya,Indonesia,29.019,2009
+2009-12-01,Surabaya,Indonesia,28.225,2009
+2010-01-01,Surabaya,Indonesia,26.861,2010
+2010-02-01,Surabaya,Indonesia,27.483,2010
+2010-03-01,Surabaya,Indonesia,27.768,2010
+2010-04-01,Surabaya,Indonesia,27.452,2010
+2010-05-01,Surabaya,Indonesia,27.699,2010
+2010-06-01,Surabaya,Indonesia,27.634,2010
+2010-07-01,Surabaya,Indonesia,27.541,2010
+2010-08-01,Surabaya,Indonesia,27.807,2010
+2010-09-01,Surabaya,Indonesia,27.812,2010
+2010-10-01,Surabaya,Indonesia,27.654,2010
+2010-11-01,Surabaya,Indonesia,28.095,2010
+2010-12-01,Surabaya,Indonesia,26.735,2010
+2011-01-01,Surabaya,Indonesia,26.580,2011
+2011-02-01,Surabaya,Indonesia,26.806,2011
+2011-03-01,Surabaya,Indonesia,26.871,2011
+2011-04-01,Surabaya,Indonesia,26.889,2011
+2011-05-01,Surabaya,Indonesia,27.515,2011
+2011-06-01,Surabaya,Indonesia,26.723,2011
+2011-07-01,Surabaya,Indonesia,26.738,2011
+2011-08-01,Surabaya,Indonesia,26.695,2011
+2011-09-01,Surabaya,Indonesia,27.412,2011
+2011-10-01,Surabaya,Indonesia,28.577,2011
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+2011-12-01,Surabaya,Indonesia,27.438,2011
+2012-01-01,Surabaya,Indonesia,26.756,2012
+2012-02-01,Surabaya,Indonesia,27.110,2012
+2012-03-01,Surabaya,Indonesia,27.029,2012
+2012-04-01,Surabaya,Indonesia,27.726,2012
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+2012-09-01,Surabaya,Indonesia,27.662,2012
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+2012-11-01,Surabaya,Indonesia,28.846,2012
+2012-12-01,Surabaya,Indonesia,27.612,2012
+2013-01-01,Surabaya,Indonesia,27.021,2013
+2013-02-01,Surabaya,Indonesia,27.364,2013
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+2013-05-01,Surabaya,Indonesia,27.631,2013
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+2013-07-01,Surabaya,Indonesia,26.738,2013
+2013-08-01,Surabaya,Indonesia,27.113,2013
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\ No newline at end of file
diff --git a/matplotlib/introduction.ipynb b/matplotlib/introduction.ipynb
new file mode 100644
index 0000000..7dd7295
--- /dev/null
+++ b/matplotlib/introduction.ipynb
@@ -0,0 +1,501 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "# Basic Plots with Matplotlib\n",
+    ">\n",
+    " >  Visualization\n",
+    ">\n",
+    " > Data Structures\n",
+    ">\n",
+    " > Control Structures"
+   ],
+   "id": "92299b3a242c178b"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T08:24:04.691575Z",
+     "start_time": "2025-08-09T08:24:04.499651Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "from numpy.ma.core import get_data\n",
+    "\n",
+    "year = [2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019]\n",
+    "population = [6.9, 7.0, 7.1, 7.2, 7.3, 7.4, 7.5, 7.6, 7.7, 7.8]\n",
+    "plt.plot(year, population)\n",
+    "plt.show()\n",
+    "plt.scatter(year, population)\n",
+    "plt.show()\n",
+    "plt.xscale('log')\n",
+    "plt.show()\n",
+    "plt.scatter(population, year)\n",
+    "plt.show()"
+   ],
+   "id": "349e7ac66c75d83c",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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mV69ep1zu4osv1vTp0+V0OuXv/8sP3rp160xIOVkQAQB4h4+W79Sj7y1XYWmF6oYF6aVbk3R5uxi724IbOuNoagULK4wMHjxYgYHHZplBgwZp1KhRR+u7777bHE0zYsQIE0I++ugjswPrqc5LAgDwbCXlDj02d4XSpqebIHJ+s7r6eEQ3ggiqbsuINZ7JyckxR9Ecz7r/yBYQi7Wfx2effab7779fnTt3NucZsYLJI488cqYvCwDwAJv2HlLa9Ayt3lkg60DLey5rqfuvaqNAxjKojh1Y3XEHGACAfeZmbNfo91eouMyh+uHBerl/ki5tc+z5qeBbCqpzB1YAAI44XObQk/NW6p2fc019UYt6enVAsmIiQ+1uDR6CMAIAqLQNewqV9naG1u4uNGOZ4Ve01vArWyvA/8QnwwROhDACAKiU2cu26fG52Tpc7lB0RIgm9k9S11YN7G4LHogwAgA4I8VlFXpsbrbmpG839SWtGpj9Q6xAAlQGYQQAcNrW7CpQ2tvp2ri3SNYkZmSPNrrnslbyZyyDs0AYAQD8LuvAy3eW5mrMvJUqrXAqNjLE7KR6YYv6drcGL0AYAQCc0qHSCv31/RX6IHOHqbu3idZLtyaqfm3GMqgahBEAwEmt3JFvri2zeV+ROULmoZ5t9eduLRjLoEoRRgAAJxzLTPspR3/7cJXKKpxqHBWqSQOTdW7Tena3Bi9EGAEAHKOgpFyj3luhj1bsNPVV7WP0Qt9E1Q3nAqeoHoQRAMBRy7flmbFMzoFiBfr76dFr2+mOS5rLzzqjGVBNCCMAADOW+ffiLXr249Uqd7gUX7eWJg9MUVJCHbtbgw8gjACAj8svLtdDs7P0+ardpu7ZIVbP901UVK0gu1uDjyCMAIAPy8g5aMYy2/MOKzjAX3/t1V6DujRlLIMaRRgBAB8dy7zx7WY99+kaVThdalo/TJNTU9QpPsru1uCDCCMA4GMOFpXpwVlZWrhmj6l7dW6kcX06KTKUsQzsQRgBAB/y85YDundGhnbmlyg40F9PXH+ObruwCWMZ2IowAgA+wOl06Z/fbNSLn6+Tw+lSiwbh5miZcxpH2t0aQBgBAG+3/1CpRr6bpa/X7TV176TGevrmTqodwkcA3AM/iQDgxX7ctF8jZmZod0GpQoP8NfbGDrr1vATGMnArhBEA8ELWKGbKlxv0yoJ1crqkVjG1NWVgito2jLC7NeA3CCMA4GX2FJbo/ncy9f2G/abue268nrqpg8KC+ZUP98RPJgB4ke837NOImZnad6hUtYIC9HTvjrrl3Hi72wJOiTACAF4ylpm4YJ0mfblBLpfUNjZCU25LVqsYxjJwf4QRAPBwuwtKNHxGhn7afMDUqRckaMwNHRQaFGB3a8BpIYwAgAezDte19g85UFSm8OAAPdunk25KirO7LeCMEEYAwANVOJx68Yt1+sdXG03dvlGkpgxMVovo2na3BpwxwggAeJgdeYfNWObnrQdNfftFTc3VdhnLwFMRRgDAgyxas9ucTTWvuFwRIYEaf0tnc6E7wJMRRgDAA5Q7nHrhs7V67ZtNpu4UF6XJA5PVtH643a0BZ40wAgBuLvdAsbnSbmZunqmHdG2mUde1U0ggYxl4B8IIALixz1bu0kOzslRQUqHI0EA93zdR13RsaHdbQJUijACAGyqtcGj8J2s09fstpk5KqKNJqclKqBdmd2tAlSOMAICb2bq/SMOmZ2jF9nxT39mtuR7q2U7Bgf52twZUC8IIALiRj5bv1KPvLVdhaYXqhAXpxX6JurJ9rN1tAdWKMAIAbqCk3KGnP1qlaT/mmPq8pnX1amqyGtepZXdrQLUjjACAzTbvK1La2+latbPA1Pdc1lL392ijoADGMvANhBEAsNEHmds1es4KFZU5VC88WC/3T1L3NtF2twXUKMIIANg0lnly3krNXJpr6gub1zNjmdjIULtbA2ocYQQAatiGPYVKeztDa3cXys9PuvfyVhp+ZWsFMpaBjyKMAEANmr1smx6fm63D5Q41qB2iV/on6ZLWDexuC7AVYQQAakBxWYUen7tS76VvM/XFreqb/UNiIhjLAIQRAKhma3cVKm16ujbsOSR/P+m+q9oo7fJWCrAKAIQRAKguLpdL7/6cqyc+WKnSCqdiI0M0cUCyLmpR3+7WALdCGAGAanCotEKPvb9CczN3mPrSNtF6+dZE1a8dYndrgNshjABAFVu1o0DDpqdr074iM4p54Oo2uuvSlvJnLAOcEGEEAKpwLPP2Tzl66sNVKqtwqlFUqLnS7nnN6tndGuDWCCMAUAUKSso1as4Kc6E7y5XtYjShX6Lqhgfb3Rrg9ggjAHCWVmzLN0fL5BwoVqC/nx65pp3+1K25/KwzmgH4XYQRADiLscx/Fm/Rsx+vUZnDqbg6tTRpYLJSmtS1uzXAoxBGAKAS8ovL9fB7Wfps5W5TX31OrF7om6iosCC7WwM8DmEEAM5QRs5B3TsjQ9sOHlZQgJ9GX9deQ7o2YywDVBJhBADOYCzzxreb9dyna1ThdKlJvTBNHpiszvF17G4N8GiEEQA4DQeLyvTgrCwtXLPH1L06NdK4WzopMpSxDHC2CCMA8Dt+3nJAw2dkaEd+iYID/fX49efoDxc2YSwDVBHCCACchNPp0j+/2agXP18nh9Ol5g3CzVimQ+Mou1sDvAphBABOYP+hUo18N0tfr9tr6puSGuuZmzupdgi/NoGqxr8qADjOT5v2a/jMDO0uKFVIoL+euqmDbj0vgbEMUE0IIwDwf6xRzN+/3KCXF6yT0yW1jA7X3287V20bRtjdGuDVCCMAIGlPYYnufydT32/Yb+pbUuL1t94dFBbMr0mguvGvDIDP+37DPo2Ymal9h0pVKyhAf+vdUX3Pjbe7LcBnEEYA+PRYZuLC9Zq0aL1cLqltbIQ5WqZ1LGMZoCYRRgD4pN0FJebcIT9tPmDqAecnaMwNHVQrOMDu1gCfQxgB4HOsw3VHvpOp/UVlCg8O0LN9OummpDi72wJ8lv+ZLNys2S8Xgjr+lpaW9ruPnTlzplm2d+/eZ9MvAFRahcNprisz+K0lJoi0bxSp+fdeQhABPGnLyNKlS+VwOI7W2dnZ6tGjh/r163fKx23ZskUPPvigunXrVvlOAeAs7Mg7bMYyP289aOo/XNREj/U6R6FBjGUAjwoj0dHRx9Tjx49Xy5Yt1b1795M+xgovt912m8aOHatvv/1WeXl5le8WACph0Zrd5myqecXliggJNBe4u75zY7vbAnC2+4yUlZVp2rRpGjly5CnPSvjUU08pJiZGd9xxhwkjp6O0tNTcjigoKKhsmwB8WLnDqec/XaPXv91s6k5xUeZomab1w+1uDUBVhJG5c+earRxDhgw56TLfffed3nzzTWVmZp7Rc48bN85sSQGAyso9UKx7Z2QoM/eXrbFDujbTqOvaKSSQsQzg0Tuw/poVMq699lo1bnziTZ2FhYW6/fbb9frrr6tBgwZn9NyjRo1Sfn7+0Vtubm5l2wTggz5buUu9Xv3WBJHI0ED96/Zz9eSNHQgigDdtGdm6dasWLFigOXPmnHSZjRs3mh1Xb7jhhqP3OZ3OX140MFBr1641+5ucSEhIiLkBwJkorXBo/CdrNPX7LaZOSqijSanJSqgXZndrAKo6jEydOtXsB9KrV6+TLtOuXTutWLHimPsee+wxs8Vk4sSJSkhIqMxLA8AJ5ewvVtr0dK3Ynm/qO7s110M92yk4sNIbgAG4axixtm5YYWTw4MFmC8evDRo0SHFxcWafj9DQUHXs2PGY79epU8d8Pf5+ADgbH6/YqUdmL1dhaYXqhAXpxX6JurJ9rN1tAaiuMGKNZ3JycjR06NDffM+639+fv0IA1IyScoee/miVpv2YY+rzmtbVq6nJalynlt2tATgDfi6XdXko92Yd2hsVFWV2Zo2MjLS7HQBuYPO+IqW9na5VO3859P/uy1pqZI82CgrgDyLA0z6/uTYNAI/zQeZ2jZ6zQkVlDtULD9ZLtybqsrYxdrcFoJIIIwA8aizz5LyVmrn0l8P9L2heT68OSFbDqFC7WwNwFggjADzChj2FSns7Q2t3F8o66fO9l7fS8CtbK5CxDODxCCMA3N57y7bpsbnZOlzuUIPaIXqlf5IuaX1mJ1ME4L4IIwDcVnFZhZ74YKVmL9tm6otb1dfL/ZMUE8FYBvAmhBEAbmntrkJzErMNew7J30+676o2Sru8lQKsAoBXIYwAcCvW2Qbe/TlXY+atVEm5UzERIebcIRe1qG93awCqCWEEgNs4VFqhx95fobmZO0x9aZtoc9iutZ8IAO9FGAHgFlbtKNCw6enatK/IjGIeuLqN7rq0pfwZywBejzACwPaxzNs/5eipD1eprMKpRlGhZixzfrN6drcGoIYQRgDYpqCkXKPmrNBHy3ea+sp2MZrQL1F1w4Ptbg1ADSKMALDFim35GjYjXVv3FyvQ30+PXNNOf+rWXH7WGc0A+BTCCIAaH8v8Z/EWPfvxGpU5nIqrU0uTBiYrpUldu1sDYBPCCIAak19croffy9JnK3eb+upzYvVC30RFhQXZ3RoAGxFGANSIjJyDundGhrYdPKygAD+Nvq69hnRtxlgGAGEEQPWPZd78brPGf7JGFU6XmtQL0+SByeocX8fu1gC4CcIIgGpzsKhMD87K0sI1e0x9XaeGGn9LZ0WGMpYB8P8IIwCqxbKtB3Tv9AztyC9RcKC/Hr/+HP3hwiaMZQD8BmEEQJVyOl361zebNOHztXI4XWreINyMZTo0jrK7NQBuijACoMrsP1Sqke9m6et1e019U1JjPXNzJ9UO4VcNgJPjNwSAKvHTpv0aPjNDuwtKFRLor7E3dlD/8xMYywD4XYQRAGfFGsX8/csNennBOjldUsvocE25LUXtGkba3RoAD0EYAVBpewtLdd87Gfp+w35T35ISr7/17qCwYH61ADh9/MYAUCnfb9inETMzte9QqWoFBehvvTuq77nxdrcFwAMRRgCc8Vhm4sL1mrRovVwuqW1shDlapnVshN2tAfBQhBEAp213QYlGzMzQj5sOmHrA+Qkac0MH1QoOsLs1AB6MMALgtFiH6458J1P7i8oUHhygZ/t00k1JcXa3BcALEEYAnFKFw6mXvlinv3+10dTtG0VqysBktYiubXdrALwEYQTASe3MP6zhMzK0dMtBU//hoiZ6rNc5Cg1iLAOg6hBGAJzQojW79cC7WTpYXG7OoDr+lk66vnNju9sC4IUIIwCOUe5w6oXP1uq1bzaZumOcNZZJUdP64Xa3BsBLEUYAHLXtYLGGTc9QZm6eqYd0baZR17VTSCBjGQDVhzACwPhs5S49NCtLBSUVigwN1PN9E3VNx4Z2twXABxBGAB9XVuHUuE9Wa+r3W0ydmFBHk1OTlVAvzO7WAPgIwgjgw3L2F2vYjHQt35Zv6ju7NddDPdspONDf7tYA+BDCCOCjPl6xU4/MXq7C0grVCQvShL6JuuqcWLvbAuCDCCOAjykpd+iZj1brvz9uNfW5TetqUmqyGtepZXdrAHwUYQTwIZv3FSnt7XSt2llg6rsva6mRPdooKICxDAD7EEYAH/FB5naNnrNCRWUO1QsP1ku3JuqytjF2twUAhBHAF8YyY+ev1Iwluaa+oHk9vTogWQ2jQu1uDQAMwgjgxTbsOaRh09O1Zleh/PykYZe30ogrWyuQsQwAN0IYAbzUe8u26bG52Tpc7lCD2iF6pX+SLmndwO62AOA3CCOAlykuq9ATH6zU7GXbTN21ZX29MiBJMRGMZQC4J8II4EXW7S40R8us33NI/n7SiCvbaNgVrRRgFQDgpggjgBdwuVya9fM2PTEvWyXlTsVEhGjigGR1aVnf7tYA4HcRRgAPV1Raob++v0JzM3eYulvrBnq5f5LZTwQAPAFhBPBgq3YUmKNlNu0rMqOYB65uo7subSl/xjIAPAhhBPDQscz0JTkaO3+Vuepuo6hQvZqarPOb1bO7NQA4Y4QRwMMUlpTr0Tkr9NHynaa+ol2MJvRLNGdVBQBPRBgBPEj29nylTU/X1v3FCvT308PXtNWfLmnBWAaARyOMAB4ylvmfH7aaq+2WOZyKq1NLkwYmK6VJXbtbA4CzRhgB3Fz+4XI9Mnu5Pl25y9Q9zonVhL6JigoLsrs1AKgShBHAjWXm5pmjZbYdPKygAD+Nura9/nhxM/lZF5oBAC9BGAHcdCzz5neb9dyna1TucCmhXi1NTk1RYkIdu1sDgCpHGAHcTF5xmR6claUFq/eY+rpODTX+ls6KDGUsA8A7EUYAN7Js6wHdOz1DO/JLFBzgr8evb68/XNSUsQwAr0YYAdyA0+nSa99u0gufrZXD6VKz+mGaPDBFHeOi7G4NAKodYQSw2f5DpXpgVpa+WrvX1DcmNtazfTqpdgj/PAH4Bn7bATZasvmA7p2Rrt0FpQoJ9NeTN3bQgPMTGMsA8CmEEcCmsczfv9qgl75YJ6dLahEdrikDU9S+UaTdrQFAjSOMADVsb2GpRr6bqW/X7zN1n+Q4/a13R4UzlgHgo/jtB9SgxRv2acQ7mSaQ1AoK0FM3dVC/8xLsbgsAbEUYAWqAdYTMqwvX69VF6+VySW1ia5uxTOvYCLtbAwDb+Z/Jws2a/XIa6uNvaWlpJ1z+9ddfV7du3VS3bl1zu+qqq7RkyZKq6h3wCHsKSvSHN37SxIW/BJH+5yXog7RLCCIAUJktI0uXLpXD4ThaZ2dnq0ePHurXr98Jl//qq6+Umpqqrl27KjQ0VM8995yuvvpqrVy5UnFxcWfy0oBH+mbdXt3/Tqb2F5UpLDhAz97cSb2T+dkHgF/zc1kXwaik++67Tx9++KHWr19/WociWkHG2kIyefJkDRo06LRfp6CgQFFRUcrPz1dkJEcbwP1VOJx6ecE6/f2rjWZrSLuGEZpyW4paRte2uzUAqDGn+/ld6X1GysrKNG3aNI0cOfK0z4lQXFys8vJy1atX75TLlZaWmtuv3wzgKXbmH9aIGZlasuWAqW+7sIkev/4chQYF2N0aALilSoeRuXPnKi8vT0OGDDntxzzyyCNq3Lix2XfkVMaNG6exY8dWtjXANl+u2WMO2z1YXG7OoDquTyfdkNjY7rYAwDvHND179lRwcLDmz59/WsuPHz9ezz//vNmPpHPnzme8ZSQhIYExDdxWucOpCZ+t1b++2WTqjnGRmpyaomYNwu1uDQC8c0yzdetWLViwQHPmzDmt5SdMmGDCiPWY3wsilpCQEHMDPMH2vMO6d3q60nPyTD2kazONuq6dQgIZywDA6ahUGJk6dapiYmLUq1ev313W2hryzDPP6LPPPtN5551XmZcD3NYXq3brwVlZyj9crojQQL3Qt7Ou6djI7rYAwLvDiNPpNGFk8ODBCgw89uHWETLWIbvWPh8W61DeJ554QtOnTzfnKNm1a5e5v3bt2uYGeKqyCqfGf7JGb32/2dSJ8VGaPDBFCfXC7G4NALw/jFijlpycHA0dOvQ337Pu9/f///Oo/eMf/zBH3fTt2/eY5caMGaMnn3yysj0Dtso9UKxh09OVtS3f1H+6pLkevqadggPP6ByCAICqOM9ITeE8I3AXn2bv1EOzl6uwpEJRtYL0Yr9EXXVOrN1tAYBvnmcE8CUl5Q6N+3i1/vPDVlOnNKmjSQNTFFenlt2tAYDHI4wAv2PLviKlTU/Xyh2/nHzvL91b6MGr2yoogLEMAFQFwghwCvOydmj0nBU6VFqheuHBevHWRF3eNsbutgDAqxBGgJOMZcbOX6UZS3JMfUGzeno1NVkNo0Ltbg0AvA5hBDjOxr2HlPZ2utbsKpR12aVhl7fSiCtbK5CxDABUC8II8CvvZ2zTX9/PVnGZQw1qB+vl/knq1jra7rYAwKsRRgBJh8sceuKDbM1ats3UXVrU18QBSYqJZCwDANWNMAKft253oRnLrN9zSP5+0ogr22jYFa0UYBUAgGpHGIHPss73Z20JsbaIlJQ7FR0RolcHJKtLy/p2twYAPoUwAp9UVFqhx+dma07GdlN3a93A7B/SoDZXiwaAmkYYgc9ZvbPAnMRs094iM5Z54Oq2urt7S/kzlgEAWxBG4FNjmRlLcjV2/kqVVjjVMDLUnDvkgub17G4NAHwaYQQ+obCkXKPfz9b8rB2mvrxttF68NcmcVRUAYC/CCLxe9vZ8DZueri37ixXo76eHerbVnd1aMJYBADdBGIFXj2X+++NWPf3hapU5nOYKu9ZY5tymde1uDQDwK4QReKX8w+V69L3l+iR7l6mvah+rCf06q04YYxkAcDeEEXidrNw8DZuRrtwDhxUU4KdHr22voRc3k591oRkAgNshjMCrxjJvfb9F4z9ZrXKHSwn1amlyaooSE+rY3RoA4BQII/AKecVlenDWci1YvdvU13ZsqPG3dFZUrSC7WwMA/A7CCDzesq0HNXxGhrbnHVZwgL8eu769br+oKWMZAPAQhBF4LKfTpde/3aQXPlurCqdLzeqHafLAFHWMi7K7NQDAGSCMwCMdKCrTA+9m6su1e019Q2JjPXtzR0WEMpYBAE9DGIHHWbL5gBnL7CooUUigv8bc0EGpFyQwlgEAD0UYgUeNZf7x9Ua99MU6OZwutYgO15SBKWrfKNLu1gAAZ4EwAo+w71Cp7n8nU9+u32fqPslx+lvvjgoP4UcYADwdv8nh9hZv3KcRMzO1t7BUoUH+euqmjup3bjxjGQDwEoQRuC1rFDNp0Xq9unC9nC6pdUxtTbktRW1iI+xuDQBQhQgjcEt7Ckp03zuZWrxxv6lvPS9eY2/sqFrBAXa3BgCoYoQRuJ1v1+81+4fsO1SmsOAAPXNzR92cHG93WwCAakIYgduocDj1yoL1mvLVBrlcUruGEeYkZq1iatvdGgCgGhFG4BZ25ZeYc4cs2XLA1AMvbKInrj9HoUGMZQDA2xFGYLsv1+7RA+9mmbOq1g4J1LN9OunGxMZ2twUAqCGEEdim3OHUhM/X6l9fbzJ1h8aR5iRmzRqE290aAKAGEUZgC+sKu9ZYxrrirmVwl6YadV17xjIA4IMII6hxC1bt1gOzspR/uFwRoYF6/pbOurZTI7vbAgDYhDCCGlNW4dTzn67RG99tNnVifJQmpaaoSf0wu1sDANiIMIIakXugWMNmZCgrN8/UQy9urkevbafgQH+7WwMA2Iwwgmr3afZOPTR7uQpLKhRVK0gT+iWqxzmxdrcFAHAThBFUm9IKh579aLX+88NWUyc3qaNJqcmKr8tYBgDw/wgjqBZb9hVp2Ix0ZW8vMPVfurfQg1e3VVAAYxkAwLEII6hyHy7foUffW6FDpRWqGxakl25N0uXtYuxuCwDgpggjqDIl5Q499eEqTf8px9TnN6urV1OT1Siqlt2tAQDcGGEEVWLj3kNKeztda3YVys9PSrusle67qrUCGcsAAH4HYQRnbW7Gdo1+f4WKyxyqHx6sVwYkqVvraLvbAgB4CMIIKu1wmUNPzlupd37ONXWXFvU1cUCSYiJD7W4NAOBBCCOolPW7C5U2PV3rdh8yY5nhV7TW8CtbK8Dfz+7WAAAehjCCMzbr51w9/kG2Ssqdio4I0cT+SeraqoHdbQEAPBRhBKetqLTChJA56dtN3a11A3PYrhVIAACoLMIITsuaXQXmaJmNe4tkTWJG9mijey5rJX/GMgCAs0QYwSm5XC7NXJprdlQtrXAqNjJErw5I1oUt6tvdGgDASxBGcFKFJeUa/X625mftMPVlbaP1Yr9E1a/NWAYAUHUIIzih7O35GjY9XVv2F5sjZB7u2VZ3dmvBWAYAUOUII/jNWGbaj1v1tw9Xq8zhVOOoUE0amKJzm9a1uzUAgJcijOCogpJyPfrecn28Ypepr2ofqwn9OqtOWLDdrQEAvBhhBMbybXnmJGa5Bw4rKMBPj1zTTndc0lx+1hnNAACoRoQRH2eNZaZ+v0XjPlmtcodL8XVrafLAFCUl1LG7NQCAjyCM+LC84jI9NHu5vli129TXdGio5/p2VlStILtbAwD4EMKIj0rPOah7p2doe95hBQf466+92mtQl6aMZQAANY4w4mOcTpfe+G6Tnv90rSqcLjWtH6YpA1PUMS7K7tYAAD6KMOJDDhSV6cFZWVq0Zo+pr+/cSOP6dFJEKGMZAIB9CCM+YumWAxo+I0M780sUHOivMTeco4EXNGEsAwCwHWHEB8Yy//h6o176Yp0cTpdaNAg3R8uc0zjS7tYAADAII15s36FS3f9Opr5dv8/UNyfH6eneHRUewmoHALgPPpW81A8b92vEzAztKSxVaJC/nrqxo/qdF89YBgDgdvzPZOFmzZqZD7Pjb2lpaSd9zKxZs9SuXTuFhoaqU6dO+vjjj6uib5yENYqZuGC9bnvjRxNEWsfU1rxhl+jW8xMIIgAAzw8jS5cu1c6dO4/evvjiC3N/v379Trj84sWLlZqaqjvuuEMZGRnq3bu3uWVnZ1dN9zjGnsIS3f7mT3p5wTo5XVK/c+P1wbCL1SY2wu7WAAA4KT+XdT7wSrrvvvv04Ycfav369Sf8q7t///4qKioyyxxx0UUXKSkpSf/85z9P+3UKCgoUFRWl/Px8RUay4+WJfLd+n+57J9PsJxIWHGD2DemTEm93WwAAH1Zwmp/fld5npKysTNOmTdPIkSNPuvn/hx9+MN//tZ49e2ru3LmnfO7S0lJz+/WbwYlVOJyauHC9Jn+5QVasbNcwwhwt0yqmtt2tAQBQ9WOaX7MCRV5enoYMGXLSZXbt2qXY2Nhj7rNq6/5TGTdunElSR24JCQmVbdOr7cov0cA3ftKkRb8EkdQLEjQ37WKCCADAN8LIm2++qWuvvVaNGzeu2o4kjRo1ymzSOXLLzc2t8tfwdF+t3aPrXv1WSzYfUHhwgF5NTda4Pp0VGhRgd2sAAJyRSo1ptm7dqgULFmjOnDmnXK5hw4bavfuXK8IeYdXW/acSEhJibvitcodTL36+Tv/8eqOpz2kUqSm3pah5g3C7WwMAoOa2jEydOlUxMTHq1avXKZfr0qWLFi5ceMx91hE41v04czvyDmvAaz8eDSLWVXbn3NOVIAIA8K0tI06n04SRwYMHKzDw2IcPGjRIcXFxZp8Py4gRI9S9e3e9+OKLJrjMnDlTP//8s1577bWqewc+YsGq3XpwdpbyissVERKo5/p21nWdGtndFgAANR9GrPFMTk6Ohg4d+pvvWff7+///xpauXbtq+vTpeuyxxzR69Gi1bt3a7PjasWPHs+/cR5RVOPX8p2v0xnebTd05PkqTU1PUpH6Y3a0BAGD/eUZqiq+eZyT3QLGGzchQVm6eqYde3FyPXtvOXHUXAAD5+nlGUL0+zd6lh2dnqaCkQpGhgZrQL1FXdzj1jr8AAHgiwoibKa1waNzHa/TvxVtMndykjialJiu+LmMZAIB3Ioy4ka37izRseoZWbM839V8ubaEHe7ZVUABjGQCA9yKMuIkPl+/Qo++t0KHSCtUNC9KLtybqinbHnr0WAABvRBixWUm5Q3/7cJXe/inH1Oc3q2vOptooqpbdrQEAUCMIIzbatPeQ0qZnaPXOAlnXGrznspa6/6o2CmQsAwDwIYQRm8zN2K7R769QcZlD9cOD9XL/JF3aJtrutgAAqHGEkRp2uMyhJ+et1Ds//3Lxv4ta1NPEAcmKjQy1uzUAAGxBGKlBG/YUKu3tDK3dXWjGMsOvaK3hV7ZWgL+f3a0BAGAbwkgNmb1smx6fm63D5Q5FR4RoYv8kdW3VwO62AACwHWGkmhWVVujxD7I1J327qS9p1cDsH2IFEgAAQBipVmt2FSjt7XRt3FskaxIzskcb3X1ZK8YyAAD8CmGkGljXHnxnaa7GzFup0gqnYiND9OqAZF3Yor7drQEA4HYII1XMOoPq6DkrNC9rh6m7t4nWS7cmqn5txjIAAJwIYaQKrdyRb64ts3lfkRnFPNSzrf7crYX8GcsAAHBShJEqGstM+ynHnNa9rMKpxlGhmjQwWec2rWd3awAAuD3CyFkqKCnXqPdW6KMVO019VfsYvdA3UXXDg+1uDQAAj0AYOQvLt+WZsUzOgWIF+vvp0Wvb6Y5LmsvPOqMZAAA4LYSRSo5lpn6/ReM+Wa1yh0vxdWtp8sAUJSXUsbs1AAA8DmHkDOUXl+uh2Vn6fNVuU/fsEKvn+yYqqlaQ3a0BAOCRCCNnICPnoBnLbM87rOAAf/21V3sN6tKUsQwAAGeBMHIanE6X3vxus577dI0qnC41rR+myakp6hQfZXdrAAB4PMLI7zhYVKYHZmVp0Zo9pu7VuZHG9+mkiFDGMgAAVAXCyCn8vOWA7p2RoZ35JQoO9NeYG87RwAuaMJYBAKAKEUZOMpb55zcb9eLn6+RwutSiQbg5WuacxpF2twYAgNchjBxn36FSjXw3S9+s22vq3kmN9fTNnVQ7hP9UAABUBz5hf+XHTfs1fEaG9hSWKjTIX0/d2FH9zotnLAMAQDUijEhmFDN50QZNXLhOTpfUKqa2pgxMUduGEXa3BgCA1/P5MLKnsET3v5Op7zfsN3W/c+M19qYOCgv2+f80AADUCJ/+xP1+wz6NmJlp9hOpFRSgZ27uqD4p8Xa3BQCAT/HZMHK4zHE0iLRrGGGOlrHGMwAAoGb5bBipFRygF29N1KfZu8z5Q0KDAuxuCQAAn+SzYcTSvU20uQEAAPv42/jaAAAAhBEAAGAvwggAALAVYQQAANiKMAIAAGxFGAEAALYijAAAAFsRRgAAgK0IIwAAwFaEEQAAYCvCCAAAsBVhBAAA2IowAgAAbOURV+11uVzma0FBgd2tAACA03Tkc/vI57hHh5HCwkLzNSEhwe5WAABAJT7Ho6KiTvp9P9fvxRU34HQ6tWPHDkVERMjPz69KE5sVcHJzcxUZGVllz4vKYX24H9aJe2F9uBfWx++zIoYVRBo3bix/f3/P3jJivYH4+Phqe37rh4gfJPfB+nA/rBP3wvpwL6yPUzvVFpEj2IEVAADYijACAABs5dNhJCQkRGPGjDFfYT/Wh/thnbgX1od7YX1UHY/YgRUAAHgvn94yAgAA7EcYAQAAtiKMAAAAWxFGAACArTw+jIwbN07nn3++OTtrTEyMevfurbVr1x6zTElJidLS0lS/fn3Vrl1bt9xyi3bv3n3MMsOHD9e5555r9opOSko64WstX75c3bp1U2hoqDnr3vPPP1+t780T1dT6+Oqrr3TTTTepUaNGCg8PN8u8/fbb1f7+PE1N/vs4YsOGDeb16tSpUy3vyZPV5Pqwjk2YMGGC2rRpY5aLi4vTM888U63vz9PU5Pr47LPPdNFFF5nXio6ONs+zZcuWan1/nsTjw8jXX39tflB+/PFHffHFFyovL9fVV1+toqKio8vcf//9mj9/vmbNmmWWt04t36dPn98819ChQ9W/f/+TnvbXet6mTZtq2bJleuGFF/Tkk0/qtddeq9b352lqan0sXrxYnTt31nvvvWdC4h//+EcNGjRIH374YbW+P09TU+vjCOv5U1NTTWiHvetjxIgReuONN0wgWbNmjebNm6cLLrig2t6bJ6qp9bF582bzx9MVV1yhzMxME0z27dt3wufxWS4vs2fPHutQZdfXX39t6ry8PFdQUJBr1qxZR5dZvXq1WeaHH374zePHjBnjSkxM/M39f//7311169Z1lZaWHr3vkUcecbVt27ba3os3qK71cSLXXXed649//GMVdu99qnt9PPzww64//OEPrqlTp7qioqKq6V14j+paH6tWrXIFBga61qxZU83vwLtU1/qwHm+tD4fDcfS+efPmufz8/FxlZWXV9n48icdvGTlefn6++VqvXj3z1dqKYaXdq6666ugy7dq1U5MmTfTDDz+c9vNay1566aUKDg4+el/Pnj3NJr2DBw9W6XvwJtW1Pk72WkdeBzW/PhYtWmT+epwyZUoVd+29qmt9WH/Jt2jRwmwpbN68uZo1a6Y//elPOnDgQDW8C+9RXevDGuFY11ibOnWqHA6HeZ3//ve/5nmDgoKq4Z14Hq8KI9bVfe+77z5dfPHF6tixo7lv165dJkAcP7+OjY013ztd1rLWY45/jiPfQ82uj+O9++67Wrp0qRnXoObXx/79+zVkyBD9+9//5oJhbrA+Nm3apK1bt5pw+D//8z9mvVgfrH379q3y9+EtqnN9WIHw888/1+jRo81+Jdbzbdu2zfzeggddtfd0WbO/7Oxsfffdd3a3ghpcH19++aUJIa+//ro6dOhQra/lyapzfdx5550aOHCg2XoI+9eH9cFaWlpqgoi1A6vlzTffNH+hW1tz27ZtW+Wv6emqc31YwcX6NzJ48GCzT1VhYaGeeOIJEw6tfVX8/Pzk67xmy8iwYcPMJknrgyk+Pv7o/Q0bNlRZWZny8vKOWd7aG9r63umylj1+D+oj9Zk8j6+o7vVxhLVD2Q033KCXX37Z7MAKe9aHNaKxdpQMDAw0tzvuuMNsirb+/1tvvVWl78UbVPf6sI4ys/7bHwkilvbt25uvOTk5VfIevEl1rw9rdBkVFWWOwExOTjahfdq0aVq4cKF++umnKn0vnsrjw4h1+Jr1g/T++++bX4jW5rBfs/4SsGZy1ko/wvrLwPoH2aVLl9N+HWvZb775xswPj7ASrfUXRt26davo3Xi+mlofRw7v7dWrl5577jn9+c9/rrL34E1qan1Y83PrKIEjt6eeesocwmj9/5tvvrlK35Mnq6n1YY0aKioqtHHjxqP3rVu3zny1jghEza6P4uJis8/IrwUEBBzdigUvOJrm7rvvNnvtf/XVV66dO3cevRUXFx9d5q677nI1adLEtWjRItfPP//s6tKli7n92vr1610ZGRmuv/zlL642bdqY/2/djhw9Y+1VHRsb67r99ttd2dnZrpkzZ7rCwsJc//rXv2r8Pbuzmlof1mOt//6jRo065nX2799f4+/ZndXU+jgeR9PYuz6sozZSUlJcl156qSs9Pd08z4UXXujq0aNHjb9nd1ZT62PhwoXmyJmxY8e61q1b51q2bJmrZ8+erqZNmx7zWr7M48OIladOdLN+GR5x+PBh1z333GMOzbU+wG6++WbzA/dr3bt3P+HzbN68+egyWVlZrksuucQVEhLiiouLc40fP75G36snqKn1MXjw4BN+33oc7Pn38WuEEfvXx/bt2119+vRx1a5d2/whNWTIEMK6jetjxowZruTkZFd4eLgrOjradeONN5rDhPELP+t/7N46AwAAfJfH7zMCAAA8G2EEAADYijACAABsRRgBAAC2IowAAABbEUYAAICtCCMAAMBWhBEAAGArwggAALAVYQQAANiKMAIAAGxFGAEAALLT/wLCUHBsLtsscAAAAABJRU5ErkJggg=="
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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Oem3A6KObBjgtiKxo2dsriCSH2juK8nQcoJyEEaBX10xqESn1c6y7LB1P9QDKRRgBeqQxIn1bRE6VIkg6nuoBlIswAvRIg1XLWQ9gMIQRoEeaNVPOegCDIYwAPdL03TRrZqAJvKk8HU/1AMpFGAF6pHVE0vTdpG8g6d5Px603ApSTMAL0ktYRWb94djQ19O6KSfup3DojQLlZ9Aw4TQoc82Y2WYEVGBHCCNCvFDzmzjg/92UAY4BuGgAgK2EEAMhKGAEAshJGAICshBEAICthBADIShgBALISRgCArIQRACArYQQAyEoYAQCyEkYAgKyEEQAgK2EEAMhKGAEAshJGAICshBEAICthBADIShgBALISRgCArIQRACArYQQAyEoYAQCyEkYAgKyEEQAgq7q8p4fRp7OrFLv3HYnDxzuicUJ9zJk+KcbV1uS+LIDR0TIybdq0qKmpOW1buXJlv/U3bNgQV111VZx33nnFds0118Tu3bvLde1Qcba3tsWVdz8UizY8Fqs2P1G8pv1UDkAZwsiePXuira2tZ9uxY0dRvnDhwn7rP/zww7Fo0aL47ne/G7t27YqpU6fGO97xjnj++efP5rRQFVLgWNGyN9raO3qVH2rvKMoFEoD+1ZRKpVIM0c033xz3339/PPPMM0ULycvp7OwsWkj+4R/+IZYsWTLo8xw7diwaGhqivb09Jk6cONTLhWHtmkktIH2DSLf0r6OpoT4eufXtumyAMePYIL+/hzyA9eTJk9HS0hLLly8fVBBJXnrppfjFL34RkyZNOmO9EydOFDdw6gaVLI0RGSiIJCnxp+OpHgBlCiNbt26No0ePxrJlywb9nltvvTWmTJlSjB05k3Xr1hVJqntL3TtQydJg1XLWAxhLhhxGNm7cGNdff30RLgbjrrvuis2bN8e3vvWtqK+vP2Pd1atXF0063dvBgweHepkwItKsmXLWAxhLhjS1d//+/bFz587YsmXLoOp/5jOfKcJIes9ll132svXHjx9fbFAt0vTd5ob6YrBq6QxjRlI9AMrQMrJp06ZobGyM+fPnv2zdT33qU/Hxj388tm/fHr/3e783lNNBxUuDUtcsmFn8ue8Iqu79dNzgVYAyhJGurq4ijCxdujTq6no3rKQZMqmLpdvdd98dd9xxR9xzzz3FGiWHDh0qtv/93/8929NCxbtuVnOsXzy7aAE5VdpP5ek4AGXopkldLQcOHChm0fSVymtrf51v1q9fX8y6ee9739ur3po1a+LOO+8821NDxUuBY97MJiuwAozUOiMjxTojAFB9hn2dEQCAchBGAICshBEAICthBADIShgBALISRgCArIQRACArYQQAyEoYAQCyEkYAgKyEEQAgK2EEAMhKGAEAshJGAICshBEAICthBADIShgBALISRgCArIQRACArYQQAyEoYAQCyEkYAgKyEEQAgK2EEAMhKGAEAshJGAICs6vKeHn6ls6sUu/cdicPHO6JxQn3MmT4pxtXW5L4sAEaAMEJ221vbYu22J6OtvaOnrLmhPtYsmBnXzWrOem0ADD/dNGQPIita9vYKIsmh9o6iPB0HYHQTRsjaNZNaREr9HOsuS8dTPQBGL2GEbNIYkb4tIqdKESQdT/UAGL2EEbJJg1XLWQ+A6iSMkE2aNVPOegBUJ2GEbNL03TRrZqAJvKk8HU/1ABi9hBGySeuIpOm7Sd9A0r2fjltvBGB0E0bIKq0jsn7x7Ghq6N0Vk/ZTuXVGAEY/i56RXQoc82Y2WYEVYIwSRqgIKXjMnXF+7ssAIAPdNABAVsIIAJCVMAIAZCWMAABZCSMAQFbCCACQlTACAGQljAAAWQkjAEBWwggAkJUwAgBkJYwAAFkJIwBAVsIIAJCVMAIAZCWMAABZCSMAQFbCCACQlTACAGQljAAAWQkjAEBWwggAkJUwAgBkJYwAAFkJIwBAVnV5T88r1dlVit37jsTh4x3ROKE+5kyfFONqa3JfFgAMT8vItGnToqam5rRt5cqVA77n3nvvjUsvvTTq6+vjTW96UzzwwANnc0rOYHtrW1x590OxaMNjsWrzE8Vr2k/lADAqw8iePXuira2tZ9uxY0dRvnDhwn7rP/roo7Fo0aK46aab4oc//GHccMMNxdba2lqeqx/DUuBY0bI32to7epUfau8oygUSAKpFTalUKg31zTfffHPcf//98cwzzxQtJH29733vixdffLGo0+3yyy+PN7/5zfHFL35x0Oc5duxYNDQ0RHt7e0ycODHGutQ1k1pA+gaRbulJNDXUxyO3vl2XDQDZDPb7e8gDWE+ePBktLS2xfPnyfoNIsmvXrrjmmmt6lV177bVF+ZmcOHGiuIFTN34tjREZKIgkKV2m46keAFS6IYeRrVu3xtGjR2PZsmUD1jl06FBccMEFvcrSfio/k3Xr1hVJqnubOnXqUC9zVEqDVctZDwCqMoxs3Lgxrr/++pgyZUp5rygiVq9eXTTpdG8HDx4s+zmqWZo1U856AFB1U3v3798fO3fujC1btpyxXlNTU/zsZz/rVZb2U/mZjB8/vtjoX5q+29xQXwxWLZ1hzEiqBwCjsmVk06ZN0djYGPPnzz9jvblz58aDDz7YqyzNwEnlDF0alLpmwcziz31H63Tvp+MGrwIwKsNIV1dXEUaWLl0adXW9G1aWLFlSdLF0W7VqVWzfvj0++9nPxlNPPRV33nln/OAHP4iPfvSj5bn6Mey6Wc2xfvHsogXkVGk/lafjADAqu2lS98yBAweKWTR9pfLa2l/nm7e+9a3xjW98I26//fa47bbb4g1veEMx8HXWrFmv/MopAse8mU1WYAVg7K4zMlKsMwIA1WfY1xkBACgHYQQAyEoYAQCyEkYAgKyEEQAgK2EEAMhKGAEAshJGAICshBEAICthBADIShgBALISRgCArIQRACArYQQAyEoYAQCyEkYAgKyEEQAgK2EEAMhKGAEAshJGAICshBEAICthBADIShgBALISRgCArIQRACCruhijOrtKsXvfkTh8vCMaJ9THnOmTYlxtTe7LAoAxZ0yGke2tbbF225PR1t7RU9bcUB9rFsyM62Y1Z702ABhrasdiEFnRsrdXEEkOtXcU5ek4ADByasda10xqESn1c6y7LB1P9QCAkTGmwkgaI9K3ReRUKYKk46keADAyxlQYSYNVy1kPAHjlxlQYSbNmylkPAHjlxlQYSdN306yZgSbwpvJ0PNUDAEbGmAojaR2RNH036RtIuvfTceuNAMDIGVNhJEnriKxfPDuaGnp3xaT9VG6dEQAYWWNy0bMUOObNbLICKwBUgDEZRpIUPObOOD/3ZQDAmDfmumkAgMoijAAAWQkjAEBWwggAkJUwAgBkJYwAAFkJIwBAVsIIAJCVMAIAZFUVK7CWSqXi9dixY7kvBQAYpO7v7e7v8aoOI8ePHy9ep06dmvtSAIAhfI83NDQMeLym9HJxpQJ0dXXFT3/605gwYULU1NSUNbGlgHPw4MGYOHFi2T6XofE8Ko9nUlk8j8rieby8FDFSEJkyZUrU1tZWd8tIuoGLLrpo2D4//SXyF6lyeB6VxzOpLJ5HZfE8zuxMLSLdDGAFALISRgCArMZ0GBk/fnysWbOmeCU/z6PyeCaVxfOoLJ5H+VTFAFYAYPQa0y0jAEB+wggAkJUwAgBkJYwAAFlVfRhZt25d/P7v/36xOmtjY2PccMMN8aMf/ahXnY6Ojli5cmWcf/758ZrXvCb+6I/+KH72s5/1qvNnf/Zn8bu/+7vFqOg3v/nN/Z7rP/7jP+Kqq66K+vr6YtW9T33qU8N6b9VopJ7Hww8/HO9617uiubk5Xv3qVxd1vv71rw/7/VWbkfz30e3HP/5xcb5zzz13WO6pmo3k80hzEz7zmc/ExRdfXNS78MIL4xOf+MSw3l+1Gcnn8Z3vfCcuv/zy4lyTJ08uPucnP/nJsN5fNan6MPK9732v+Ivy2GOPxY4dO+IXv/hFvOMd74gXX3yxp84tt9wS27Zti3vvvbeon5aWf8973nPaZy1fvjze9773Dbjsb/rc173udfH444/Hpz/96bjzzjvjy1/+8rDeX7UZqefx6KOPxmWXXRb/8i//UoTED3zgA7FkyZK4//77h/X+qs1IPY9u6fMXLVpUhHbyPo9Vq1bFV77ylSKQPPXUU3HffffFnDlzhu3eqtFIPY99+/YVPzy9/e1vjyeeeKIIJj//+c/7/ZwxqzTKHD58OE1VLn3ve98r9o8ePVo655xzSvfee29Pnf/6r/8q6uzateu0969Zs6b0O7/zO6eVf+ELXyidd955pRMnTvSU3XrrraVLLrlk2O5lNBiu59Gfd77znaUPfOADZbz60We4n8df/MVflBYvXlzatGlTqaGhYZjuYvQYrufx5JNPlurq6kpPPfXUMN/B6DJczyO9Pz2Pzs7OnrL77ruvVFNTUzp58uSw3U81qfqWkb7a29uL10mTJhWvqRUjpd1rrrmmp86ll14ar33ta2PXrl2D/txU921ve1u86lWv6im79tpriya9//mf/ynrPYwmw/U8BjpX93kY+efx0EMPFT89fv7zny/zVY9ew/U80k/yr3/964uWwunTp8e0adPigx/8YBw5cmQY7mL0GK7nkbpw0u9Y27RpU3R2dhbn+drXvlZ87jnnnDMMd1J9RlUYSb/d9+abb44rrrgiZs2aVZQdOnSoCBB9+68vuOCC4thgpbrpPX0/o/sYI/s8+vqnf/qn2LNnT9Fdw8g/jxdeeCGWLVsWX/3qV/3CsAp4Hs8991zs37+/CIf/+I//WDyX9MX63ve+t+z3MVoM5/NIgfBf//Vf47bbbivGlaTP++///u/iv1tU0W/tHazU99fa2hqPPPJI7kthBJ/Hd7/73SKEbNiwIX77t397WM9VzYbzeXzoQx+K97///UXrIfmfR/piPXHiRBFE0gDWZOPGjcVP6Kk195JLLin7OavdcD6PFFzSv5GlS5cWY6qOHz8ef/3Xf12EwzRWpaamJsa6UdMy8tGPfrRokkxfTBdddFFPeVNTU5w8eTKOHj3aq34aDZ2ODVaq23cEdff+2XzOWDHcz6NbGlC2YMGC+Nu//dtiACt5nkfqokkDJevq6ortpptuKpqi05/vueeest7LaDDczyPNMkv/33cHkeSNb3xj8XrgwIGy3MNoMtzPI3VdNjQ0FDMw3/KWtxShvaWlJR588MH4/ve/X9Z7qVZVH0bS9LX0F+lb3/pW8R/E1Bx2qvSTQOqTSw+9W/rJIP2DnDt37qDPk+r+27/9W9F/2C0l2vQTxnnnnVemu6l+I/U8uqf3zp8/P+6+++748Ic/XLZ7GE1G6nmk/vM0S6B7+9jHPlZMYUx/fve7313We6pmI/U8UlfDL3/5y3j22Wd7yp5++uniNc0IZGSfx0svvVSMGTnVuHHjelqxGAWzaVasWFGM2n/44YdLbW1tPdtLL73UU+cjH/lI6bWvfW3poYceKv3gBz8ozZ07t9hO9cwzz5R++MMflv7kT/6kdPHFFxd/Tlv37Jk0qvqCCy4o3XjjjaXW1tbS5s2bS7/5m79Z+tKXvjTi91zJRup5pPem//9Xr17d6zwvvPDCiN9zJRup59GX2TR5n0eatTF79uzS2972ttLevXuLz/mDP/iD0rx580b8nivZSD2PBx98sJg5s3bt2tLTTz9devzxx0vXXntt6XWve12vc41lVR9GUp7qb0v/Mez2f//3f6U//dM/Labmpi+wd7/73cVfuFNdffXV/X7Ovn37eur8+7//e+nKK68sjR8/vnThhReW7rrrrhG912owUs9j6dKl/R5P7yPPv49TCSP5n8fzzz9fes973lN6zWteU/wgtWzZMmE94/P45je/WXrLW95SevWrX12aPHly6Q//8A+LacL8Sk36n9ytMwDA2FX1Y0YAgOomjAAAWQkjAEBWwggAkJUwAgBkJYwAAFkJIwBAVsIIAJCVMAIAZCWMAABZCSMAQFbCCAAQOf0/E0jgDlQCXf0AAAAASUVORK5CYII="
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": "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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## Histogram",
+   "id": "27786767ea0a7b0c"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T09:11:42.439800Z",
+     "start_time": "2025-08-09T09:11:42.371153Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# Sample data for life_exp\n",
+    "life_exp = [43.828, 76.423, 72.301, 42.731, 75.32, 81.235, 79.829, 75.635, 64.062, 79.441, 56.728, 65.554, 74.852, 50.728, 72.39, 73.005, 52.295, 49.58, 59.723, 50.43, 80.653, 44.74100000000001, 50.651, 78.553, 72.961, 72.889, 65.152, 46.462, 55.322, 78.782, 48.328, 75.748, 78.273, 76.486, 78.332, 54.791, 72.235, 74.994, 71.33800000000001, 71.878, 51.57899999999999, 58.04, 52.947, 79.313, 80.657, 56.735, 59.448, 79.406, 60.022, 79.483, 70.259, 56.007, 46.388000000000005, 60.916, 70.19800000000001, 82.208, 73.33800000000001, 81.757, 64.69800000000001, 70.65, 70.964, 59.545, 78.885, 80.745, 80.546, 72.567, 82.603, 72.535, 54.11, 67.297, 78.623, 77.58800000000001, 71.993, 42.592, 45.678, 73.952, 59.443000000000005, 48.303, 74.241, 54.467, 64.164, 72.801, 76.195, 66.803, 74.543, 71.164, 42.082, 62.069, 52.906000000000006, 63.785, 79.762, 80.204, 72.899, 56.867, 46.859, 80.196, 75.64, 65.483, 75.53699999999999, 71.752, 71.421, 71.688, 75.563, 78.098, 78.74600000000001, 76.442, 72.476, 46.242, 65.528, 72.777, 63.062, 74.002, 42.568000000000005, 79.972, 74.663, 77.926, 48.159, 49.339, 80.941, 72.396, 58.556, 39.613, 80.884, 81.70100000000001, 74.143, 78.4, 52.517, 70.616, 58.42, 69.819, 73.923, 71.777, 51.542, 79.425, 78.242, 76.384, 73.747, 74.249, 73.422, 62.698, 42.38399999999999, 43.487]\n",
+    "\n",
+    "\n",
+    "# Create histogram with 3 bins\n",
+    "plt.hist(life_exp, bins=3)\n",
+    "\n",
+    "# Display histogram\n",
+    "plt.show()\n"
+   ],
+   "id": "b6a23ae8139af0c7",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T09:11:48.585716Z",
+     "start_time": "2025-08-09T09:11:48.485700Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Build histogram with 5 bins\n",
+    "plt.hist(life_exp, bins=5)\n",
+    "\n",
+    "\n",
+    "# Show and clean up plot\n",
+    "plt.show()\n",
+    "plt.clf()\n",
+    "\n",
+    "# Build histogram with 20 bins\n",
+    "plt.hist(life_exp, bins=20)\n",
+    "\n",
+    "\n",
+    "# Show and clean up again\n",
+    "plt.show()\n",
+    "plt.clf()"
+   ],
+   "id": "f2f2ca7916b44f78",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 10
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T09:12:20.261729Z",
+     "start_time": "2025-08-09T09:12:20.162509Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "life_exp1950 = [28.8, 55.23, 43.08, 30.02, 62.48, 69.12, 66.8, 50.94, 37.48, 68.0, 38.22, 40.41, 53.82, 47.62, 50.92, 59.6, 31.98, 39.03, 39.42, 38.52, 68.75, 35.46, 38.09, 54.74, 44.0, 50.64, 40.72, 39.14, 42.11, 57.21, 40.48, 61.21, 59.42, 66.87, 70.78, 34.81, 45.93, 48.36, 41.89, 45.26, 34.48, 35.93, 34.08, 66.55, 67.41, 37.0, 30.0, 67.5, 43.15, 65.86, 42.02, 33.61, 32.5, 37.58, 41.91, 60.96, 64.03, 72.49, 37.37, 37.47, 44.87, 45.32, 66.91, 65.39, 65.94, 58.53, 63.03, 43.16, 42.27, 50.06, 47.45, 55.56, 55.93, 42.14, 38.48, 42.72, 36.68, 36.26, 48.46, 33.68, 40.54, 50.99, 50.79, 42.24, 59.16, 42.87, 31.29, 36.32, 41.72, 36.16, 72.13, 69.39, 42.31, 37.44, 36.32, 72.67, 37.58, 43.44, 55.19, 62.65, 43.9, 47.75, 61.31, 59.82, 64.28, 52.72, 61.05, 40.0, 46.47, 39.88, 37.28, 58.0, 30.33, 60.4, 64.36, 65.57, 32.98, 45.01, 64.94, 57.59, 38.64, 41.41, 71.86, 69.62, 45.88, 58.5, 41.22, 50.85, 38.6, 59.1, 44.6, 43.58, 39.98, 69.18, 68.44, 66.07, 55.09, 40.41, 43.16, 32.55, 42.04, 48.45]\n",
+    "\n",
+    "# Histogram of life_exp, 15 bins\n",
+    "plt.hist(life_exp, bins=15)\n",
+    "\n",
+    "# Show and clear plot\n",
+    "plt.show()\n",
+    "plt.clf()\n",
+    "\n",
+    "# Histogram of life_exp1950, 15 bins\n",
+    "plt.hist(life_exp1950, bins=15)\n",
+    "\n",
+    "# Show and clear plot again\n",
+    "plt.show()\n",
+    "plt.clf()\n"
+   ],
+   "id": "c4cbff34cd518c9b",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": "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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## Customization",
+   "id": "e47d1b2eda6634cd"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T09:31:58.554921Z",
+     "start_time": "2025-08-09T09:31:58.462565Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Basic scatter plot, log scale\n",
+    "gdp_cap = [974.5803384, 5937.029525999999, 6223.367465, 4797.231267, 12779.37964, 34435.367439999995, 36126.4927, 29796.04834, 1391.253792, 33692.60508, 1441.284873, 3822.137084, 7446.298803, 12569.85177, 9065.800825, 10680.79282, 1217.032994, 430.0706916, 1713.778686, 2042.09524, 36319.23501, 706.016537, 1704.063724, 13171.63885, 4959.114854, 7006.580419, 986.1478792, 277.5518587, 3632.557798, 9645.06142, 1544.750112, 14619.222719999998, 8948.102923, 22833.30851, 35278.41874, 2082.4815670000003, 6025.374752000001, 6873.262326000001, 5581.180998, 5728.353514, 12154.08975, 641.3695236000001, 690.8055759, 33207.0844, 30470.0167, 13206.48452, 752.7497265, 32170.37442, 1327.60891, 27538.41188, 5186.050003, 942.6542111, 579.2317429999999, 1201.637154, 3548.3308460000003, 39724.97867, 18008.94444, 36180.78919, 2452.210407, 3540.651564, 11605.71449, 4471.061906, 40675.99635, 25523.2771, 28569.7197, 7320.880262000001, 31656.06806, 4519.461171, 1463.249282, 1593.06548, 23348.139730000003, 47306.98978, 10461.05868, 1569.331442, 414.5073415, 12057.49928, 1044.770126, 759.3499101, 12451.6558, 1042.581557, 1803.151496, 10956.99112, 11977.57496, 3095.7722710000003, 9253.896111, 3820.17523, 823.6856205, 944.0, 4811.060429, 1091.359778, 36797.93332, 25185.00911, 2749.320965, 619.6768923999999, 2013.977305, 49357.19017, 22316.19287, 2605.94758, 9809.185636, 4172.838464, 7408.905561, 3190.481016, 15389.924680000002, 20509.64777, 19328.70901, 7670.122558, 10808.47561, 863.0884639000001, 1598.435089, 21654.83194, 1712.472136, 9786.534714, 862.5407561000001, 47143.17964, 18678.31435, 25768.25759, 926.1410683, 9269.657808, 28821.0637, 3970.095407, 2602.394995, 4513.480643, 33859.74835, 37506.41907, 4184.548089, 28718.27684, 1107.482182, 7458.396326999999, 882.9699437999999, 18008.50924, 7092.923025, 8458.276384, 1056.380121, 33203.26128, 42951.65309, 10611.46299, 11415.80569, 2441.576404, 3025.349798, 2280.769906, 1271.211593, 469.70929810000007]\n",
+    "\n",
+    "plt.scatter(gdp_cap, life_exp)\n",
+    "plt.xscale('log')\n",
+    "\n",
+    "# Strings\n",
+    "xlab = 'GDP per Capita [in USD]'\n",
+    "ylab = 'Life Expectancy [in years]'\n",
+    "title = 'World Development in 2007'\n",
+    "\n",
+    "# Add axis labels\n",
+    "plt.xlabel(xlab)\n",
+    "plt.ylabel(ylab)\n",
+    "\n",
+    "# Add title\n",
+    "plt.title(title)\n",
+    "\n",
+    "# After customizing, display the plot\n",
+    "plt.show()"
+   ],
+   "id": "8af24f503f804d49",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 14
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T09:34:54.996034Z",
+     "start_time": "2025-08-09T09:34:54.912694Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Scatter plot\n",
+    "plt.scatter(gdp_cap, life_exp)\n",
+    "\n",
+    "# Previous customizations\n",
+    "plt.xscale('log')\n",
+    "plt.xlabel('GDP per Capita [in USD]')\n",
+    "plt.ylabel('Life Expectancy [in years]')\n",
+    "plt.title('World Development in 2007')\n",
+    "\n",
+    "# Definition of tick_val and tick_lab\n",
+    "tick_val = [1000, 10000, 100000]\n",
+    "tick_lab = ['1k', '10k', '100k']\n",
+    "\n",
+    "# Adapt the ticks on the x-axis\n",
+    "plt.xticks(tick_val, tick_lab)\n",
+    "\n",
+    "# After customizing, display the plot\n",
+    "plt.show()"
+   ],
+   "id": "f763c4a62dfc0a31",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 15
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T09:42:24.554404Z",
+     "start_time": "2025-08-09T09:42:24.437814Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import numpy as np\n",
+    "import numpy as np\n",
+    "pop = [31.889923, 3.600523, 33.333216, 12.420476, 40.301927, 20.434176, 8.199783, 0.708573, 150.448339, 10.392226, 8.078314, 9.119152, 4.552198, 1.639131, 190.010647, 7.322858, 14.326203, 8.390505, 14.131858, 17.696293, 33.390141, 4.369038, 10.238807, 16.284741, 1318.683096, 44.22755, 0.71096, 64.606759, 3.80061, 4.133884, 18.013409, 4.493312, 11.416987, 10.228744, 5.46812, 0.496374, 9.319622, 13.75568, 80.264543, 6.939688, 0.551201, 4.906585, 76.511887, 5.23846, 61.083916, 1.454867, 1.688359, 82.400996, 22.873338, 10.70629, 12.572928, 9.947814, 1.472041, 8.502814, 7.483763, 6.980412, 9.956108, 0.301931, 1110.396331, 223.547, 69.45357, 27.499638, 4.109086, 6.426679, 58.147733, 2.780132, 127.467972, 6.053193, 35.610177, 23.301725, 49.04479, 2.505559, 3.921278, 2.012649, 3.193942, 6.036914, 19.167654, 13.327079, 24.821286, 12.031795, 3.270065, 1.250882, 108.700891, 2.874127, 0.684736, 33.757175, 19.951656, 47.76198, 2.05508, 28.90179, 16.570613, 4.115771, 5.675356, 12.894865, 135.031164, 4.627926, 3.204897, 169.270617, 3.242173, 6.667147, 28.674757, 91.077287, 38.518241, 10.642836, 3.942491, 0.798094, 22.276056, 8.860588, 0.199579, 27.601038, 12.267493, 10.150265, 6.144562, 4.553009, 5.447502, 2.009245, 9.118773, 43.997828, 40.448191, 20.378239, 42.292929, 1.133066, 9.031088, 7.554661, 19.314747, 23.174294, 38.13964, 65.068149, 5.701579, 1.056608, 10.276158, 71.158647, 29.170398, 60.776238, 301.139947, 3.447496, 26.084662, 85.262356, 4.018332, 22.211743, 11.746035, 12.311143]\n",
+    "# Store pop as a numpy array: np_pop\n",
+    "np_pop = np.array(pop)\n",
+    "\n",
+    "# Double np_pop\n",
+    "np_pop = np_pop * 2\n",
+    "\n",
+    "# Update: set s argument to np_pop\n",
+    "plt.scatter(gdp_cap, life_exp, s = np_pop)\n",
+    "\n",
+    "# Previous customizations\n",
+    "plt.xscale('log')\n",
+    "plt.xlabel('GDP per Capita [in USD]')\n",
+    "plt.ylabel('Life Expectancy [in years]')\n",
+    "plt.title('World Development in 2007')\n",
+    "plt.xticks([1000, 10000, 100000],['1k', '10k', '100k'])\n",
+    "\n",
+    "# Display the plot\n",
+    "plt.show()"
+   ],
+   "id": "baf307495c10bb51",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 16
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T09:50:19.986733Z",
+     "start_time": "2025-08-09T09:50:19.869491Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create col variable - you'll need the actual continent data for each country\n",
+    "# For now, using a sample pattern (you'd replace this with actual continent mapping)\n",
+    "col = ['red', 'green', 'blue', 'yellow', 'black'] * (len(gdp_cap) // 5 + 1)\n",
+    "col = col[:len(gdp_cap)]  # Trim to exact length\n",
+    "\n",
+    "# Specify c and alpha inside plt.scatter()\n",
+    "dict_colors = {\n",
+    "    'Asia':'red',\n",
+    "    'Europe':'green',\n",
+    "    'Africa':'blue',\n",
+    "    'Americas':'yellow',\n",
+    "    'Oceania':'black'\n",
+    "}\n",
+    "plt.scatter(x=gdp_cap, y=life_exp, s=np.array(pop) * 2, c=col, alpha=0.8)\n",
+    "\n",
+    "# Previous customizations\n",
+    "plt.xscale('log')\n",
+    "plt.xlabel('GDP per Capita [in USD]')\n",
+    "plt.ylabel('Life Expectancy [in years]')\n",
+    "plt.title('World Development in 2007')\n",
+    "plt.xticks([1000, 10000, 100000], ['1k', '10k', '100k'])\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "73ee5272fa8b7a89",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 18
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T09:51:19.734763Z",
+     "start_time": "2025-08-09T09:51:19.648353Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Scatter plot\n",
+    "plt.scatter(x = gdp_cap, y = life_exp, s = np.array(pop) * 2, c = col, alpha = 0.8)\n",
+    "\n",
+    "# Previous customizations\n",
+    "plt.xscale('log')\n",
+    "plt.xlabel('GDP per Capita [in USD]')\n",
+    "plt.ylabel('Life Expectancy [in years]')\n",
+    "plt.title('World Development in 2007')\n",
+    "plt.xticks([1000,10000,100000], ['1k','10k','100k'])\n",
+    "\n",
+    "# Additional customizations\n",
+    "plt.text(1550, 71, 'India')\n",
+    "plt.text(5700, 80, 'China')\n",
+    "\n",
+    "# Add grid() call\n",
+    "plt.grid(True)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ],
+   "id": "8cf955de72ec968",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 20
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/pandas/Joining Data with pandas.ipynb b/pandas/Joining Data with pandas.ipynb
new file mode 100644
index 0000000..b99cf31
--- /dev/null
+++ b/pandas/Joining Data with pandas.ipynb	
@@ -0,0 +1,2908 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Data Merging Basics",
+   "id": "bc7609e34288b0ca"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Learn how you can merge disparate data using inner joins. By combining information from multiple sources you’ll uncover compelling insights that may have previously been hidden. You’ll also learn how the relationship between those sources, such as one-to-one or one-to-many, can affect your result.",
+   "id": "75d1016661c12e51"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## What column to merge on?\n",
+    "Chicago provides a list of taxicab owners and vehicles licensed to operate within the city, for public safety. Your goal is to merge two tables together. One table is called taxi_owners, with info about the taxi cab company owners, and one is called taxi_veh, with info about each taxi cab vehicle. Both the taxi_owners and taxi_veh tables have been loaded for you to explore.\n",
+    "\n",
+    "Choose the column you would use to merge the two tables on using the .merge() method.\n",
+    "### Solution\n",
+    "- \"vid\" in taxi_veh and \"vid\" in taxi_owners"
+   ],
+   "id": "3a25770bfef3a4d5"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Your first inner join\n",
+    "You have been tasked with figuring out what the most popular types of fuel used in Chicago taxis are. To complete the analysis, you need to merge the taxi_owners and taxi_veh tables together on the vid column. You can then use the merged table along with the .value_counts() method to find the most common fuel_type.\n",
+    "\n",
+    "Since you'll be working with pandas throughout the course, the package will be preloaded for you as pd in each exercise in this course. Also the taxi_owners and taxi_veh DataFrames are loaded for you.\n",
+    "### Instructions\n",
+    " - Merge taxi_owners with taxi_veh on the column vid, and save the result to taxi_own_veh."
+   ],
+   "id": "87dd612502a0942a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T06:59:11.773586Z",
+     "start_time": "2025-08-15T06:59:11.191867Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import pandas as pd\n",
+    "import pandas as pd\n",
+    "# Import matplotlib.pyplot as plt\n",
+    "import matplotlib.pyplot as plt"
+   ],
+   "id": "8af8e1bad780688e",
+   "outputs": [],
+   "execution_count": 1
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:04.971117Z",
+     "start_time": "2025-08-14T20:23:04.960573Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the taxi_owners and taxi_veh DataFrames\n",
+    "taxi_owners = pd.read_csv('../data/taxi_owners.csv')\n",
+    "taxi_veh = pd.read_csv('../data/taxi_veh.csv')"
+   ],
+   "id": "b991819e2e62018d",
+   "outputs": [],
+   "execution_count": 2
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.056258Z",
+     "start_time": "2025-08-14T20:23:05.049528Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the taxi_owners and taxi_veh tables\n",
+    "taxi_own_veh = taxi_owners.merge(taxi_veh, on='vid')\n",
+    "\n",
+    "# Print the column names of the taxi_own_veh\n",
+    "print(taxi_own_veh.columns)"
+   ],
+   "id": "b1bbd4a3d1a2379e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Index(['rid', 'vid', 'owner_x', 'address', 'zip', 'make', 'model', 'year',\n",
+      "       'fuel_type', 'owner_y'],\n",
+      "      dtype='object')\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Set the left and right table suffixes for overlapping columns of the merge to _own and _veh, respectively.",
+   "id": "726b1be9893f0982"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.082547Z",
+     "start_time": "2025-08-14T20:23:05.076790Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the taxi_owners and taxi_veh tables setting a suffix\n",
+    "taxi_own_veh = taxi_owners.merge(taxi_veh, on='vid',\n",
+    "                                 suffixes=('_own', '_veh'))\n",
+    "\n",
+    "# Print the column names of taxi_own_veh\n",
+    "print(taxi_own_veh.columns)"
+   ],
+   "id": "3edab6413f002e7",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Index(['rid', 'vid', 'owner_own', 'address', 'zip', 'make', 'model', 'year',\n",
+      "       'fuel_type', 'owner_veh'],\n",
+      "      dtype='object')\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Select the fuel_type column from taxi_own_veh and print the value_counts() to find the most popular fuel_types used.",
+   "id": "d69c767107cdf336"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.245804Z",
+     "start_time": "2025-08-14T20:23:05.238059Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the taxi_owners and taxi_veh tables setting a suffix\n",
+    "taxi_own_veh = taxi_owners.merge(taxi_veh, on='vid', suffixes=('_own','_veh'))\n",
+    "\n",
+    "# Print the value_counts to find the most popular fuel_type\n",
+    "print(taxi_own_veh['fuel_type'].value_counts())"
+   ],
+   "id": "6394416800059c88",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fuel_type\n",
+      "HYBRID        2782\n",
+      "GASOLINE       609\n",
+      "FLEX FUEL       85\n",
+      "COMPRESSED      27\n",
+      "HYBR             1\n",
+      "Name: count, dtype: int64\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Inner joins and number of rows returned\n",
+    "All of the merges you have studied to this point are called inner joins. It is necessary to understand that inner joins only return the rows with matching values in both tables. You will explore this further by reviewing the merge between the wards and census tables, then comparing it to merges of copies of these tables that are slightly altered, named wards_altered, and census_altered. The first row of the wards column has been changed in the altered tables. You will examine how this affects the merge between them. The tables have been loaded for you.\n",
+    "\n",
+    "For this exercise, it is important to know that the wards and census tables start with 50 rows.\n",
+    "### Instructions\n",
+    "- Merge wards and census on the ward column and save the result to wards_census."
+   ],
+   "id": "b7cce80aebdda605"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.343618Z",
+     "start_time": "2025-08-14T20:23:05.335608Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the wards and census DataFrames\n",
+    "wards = pd.read_csv('../data/wards.csv')\n",
+    "census = pd.read_csv('../data/census.csv')"
+   ],
+   "id": "5bcb1a4da40143aa",
+   "outputs": [],
+   "execution_count": 6
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.361305Z",
+     "start_time": "2025-08-14T20:23:05.357676Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the wards and census tables on the ward column\n",
+    "wards_census = wards.merge(census, on='ward')\n",
+    "\n",
+    "# Print the shape of wards_census\n",
+    "print('wards_census table shape:', wards_census.shape)\n"
+   ],
+   "id": "531a0d5abf075513",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "wards_census table shape: (50, 11)\n"
+     ]
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Merge the wards_altered and census tables on the ward column, and notice the difference in returned rows.",
+   "id": "edf8cb0eade0d1d7"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.405432Z",
+     "start_time": "2025-08-14T20:23:05.401225Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print the first few rows of the wards_altered table to view the change\n",
+    "wards_altered = wards.copy()\n",
+    "print(wards_altered[['ward']].head())\n",
+    "\n",
+    "# Merge the wards_altered and census tables on the ward column\n",
+    "wards_altered_census = wards_altered.merge(census, on='ward')\n",
+    "\n",
+    "# Print the shape of wards_altered_census\n",
+    "print('wards_altered_census table shape:', wards_altered_census.shape)"
+   ],
+   "id": "8988949c9ff14a11",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   ward\n",
+      "0     1\n",
+      "1     2\n",
+      "2     3\n",
+      "3     4\n",
+      "4     5\n",
+      "wards_altered_census table shape: (50, 11)\n"
+     ]
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Merge the wards and census_altered tables on the ward column, and notice the difference in returned rows",
+   "id": "fbd015baaeb5d723"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.457783Z",
+     "start_time": "2025-08-14T20:23:05.453616Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print the first few rows of the census_altered table to view the change\n",
+    "census_altered = census.copy()\n",
+    "print(census_altered[['ward']].head())\n",
+    "\n",
+    "# Merge the wards and census_altered tables on the ward column\n",
+    "wards_census_altered = wards.merge(census_altered, on='ward')\n",
+    "\n",
+    "# Print the shape of wards_census_altered\n",
+    "print('wards_census_altered table shape:', wards_census_altered.shape)"
+   ],
+   "id": "e1a21b251a2843d9",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   ward\n",
+      "0     1\n",
+      "1     2\n",
+      "2     3\n",
+      "3     4\n",
+      "4     5\n",
+      "wards_census_altered table shape: (50, 11)\n"
+     ]
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## One-to-many relationships",
+   "id": "4a1d773101dbf2db"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## One-to-many merge\n",
+    "A business may have one or multiple owners. In this exercise, you will continue to gain experience with one-to-many merges by merging a table of business owners, called biz_owners, to the licenses table. Recall from the video lesson, with a one-to-many relationship, a row in the left table may be repeated if it is related to multiple rows in the right table. In this lesson, you will explore this further by finding out what is the most common business owner title. (i.e., secretary, CEO, or vice president)\n",
+    "\n",
+    "The licenses and biz_owners DataFrames are loaded for you.\n",
+    "### Instructions\n",
+    " - Starting with the licenses table on the left, merge it to the biz_owners table on the column account, and save the results to a variable named licenses_owners.\n",
+    " - Group licenses_owners by title and count the number of accounts for each title. Save the result as counted_df\n",
+    " - Sort counted_df by the number of accounts in descending order, and save this as a variable named sorted_df.\n",
+    " - Use the .head() method to print the first few rows of the sorted_df."
+   ],
+   "id": "db77417ccff91643"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.541944Z",
+     "start_time": "2025-08-14T20:23:05.513961Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the licenses and biz_owners table on account\n",
+    "licenses = pd.read_csv('../data/licenses.csv')\n",
+    "biz_owners = pd.read_csv('../data/biz_owners.csv')\n",
+    "licenses_owners = licenses.merge(biz_owners, on='account')"
+   ],
+   "id": "f1f03a46b833a9f1",
+   "outputs": [],
+   "execution_count": 10
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.575759Z",
+     "start_time": "2025-08-14T20:23:05.564866Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Group the results by title then count the number of accounts\n",
+    "licenses_owners = licenses.merge(biz_owners, on='account')\n",
+    "counted_df = licenses_owners.groupby('title').agg({'account':'count'})\n",
+    "\n",
+    "# Sort the counted_df in descending order\n",
+    "sorted_df = counted_df.sort_values(by='account', ascending=False)\n",
+    "\n",
+    "# Use .head() method to print the first few rows of sorted_df\n",
+    "print(sorted_df.head())"
+   ],
+   "id": "fb4131dc84816f3d",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                 account\n",
+      "title                   \n",
+      "PRESIDENT           6258\n",
+      "SECRETARY           5204\n",
+      "SOLE PROPRIETOR     1658\n",
+      "OTHER               1199\n",
+      "VICE PRESIDENT       969\n"
+     ]
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Total riders in a month\n",
+    "Your goal is to find the total number of rides provided to passengers passing through the Wilson station (station_name == 'Wilson') when riding Chicago's public transportation system on weekdays (day_type == 'Weekday') in July (month == 7). Luckily, Chicago provides this detailed data, but it is in three different tables. You will work on merging these tables together to answer the question. This data is different from the business related data you have seen so far, but all the information you need to answer the question is provided.\n",
+    "\n",
+    "The cal, ridership, and stations DataFrames have been loaded for you. The relationship between the tables can be seen in the diagram below.\n",
+    "![Cla](../data/cta_L_diagram.png)\n",
+    "### Instructions\n",
+    "- Merge the ridership and cal tables together, starting with the ridership table on the left and save the result to the variable ridership_cal. If you code takes too long to run, your merge conditions might be incorrect."
+   ],
+   "id": "c86271159c0db9af"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.633675Z",
+     "start_time": "2025-08-14T20:23:05.622515Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# load the ridership and cal DataFrames\n",
+    "cal = pd.read_csv('../data/cal.csv')\n",
+    "stations = pd.read_csv('../data/stations.csv')\n",
+    "ridership = pd.read_csv('../data/ridership.csv')\n",
+    "\n",
+    "# head of the DataFrames\n",
+    "print(stations.head())\n",
+    "print(cal.head())\n",
+    "print(ridership.head())"
+   ],
+   "id": "193aa12bd85fee82",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   station_id        station_name    location          NULL\n",
+      "0       40010  Austin-Forest Park  (41.870851   -87.776812)\n",
+      "1       40020         Harlem-Lake  (41.886848   -87.803176)\n",
+      "2       40030        Pulaski-Lake  (41.885412   -87.725404)\n",
+      "3       40040        Quincy/Wells  (41.878723    -87.63374)\n",
+      "4       40050               Davis   (42.04771   -87.683543)\n",
+      "   year  month  day        day_type\n",
+      "0  2019      1    1  Sunday/Holiday\n",
+      "1  2019      1    2         Weekday\n",
+      "2  2019      1    3         Weekday\n",
+      "3  2019      1    4         Weekday\n",
+      "4  2019      1    5        Saturday\n",
+      "   station_id  year  month  day  rides\n",
+      "0       40010  2019      1    1    576\n",
+      "1       40010  2019      1    2   1457\n",
+      "2       40010  2019      1    3   1543\n",
+      "3       40010  2019      1    4   1621\n",
+      "4       40010  2019      1    5    719\n"
+     ]
+    }
+   ],
+   "execution_count": 12
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.699331Z",
+     "start_time": "2025-08-14T20:23:05.694427Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the ridership and cal tables\n",
+    "ridership_cal = ridership.merge(cal)"
+   ],
+   "id": "e2fd5ea0663742ad",
+   "outputs": [],
+   "execution_count": 13
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Extend the previous merge to three tables by also merging the stations table.",
+   "id": "ed807529b62beff0"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.790449Z",
+     "start_time": "2025-08-14T20:23:05.782224Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "ridership_cal_stations = ridership.merge(cal, on=['year','month','day']) \\\n",
+    "                                .merge(stations.astype({'station_id': int}), on='station_id')"
+   ],
+   "id": "51d97823e50e4717",
+   "outputs": [],
+   "execution_count": 14
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Create a variable called filter_criteria to select the appropriate rows from the merged table so that you can sum the rides column.",
+   "id": "246249cb874ea51a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.846185Z",
+     "start_time": "2025-08-14T20:23:05.840127Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a filter to filter ridership_cal_stations\n",
+    "filter_criteria = ((ridership_cal_stations['month'] == 7)\n",
+    "                   & (ridership_cal_stations['day_type'] == 'Weekday')\n",
+    "                   & (ridership_cal_stations['station_name'] == 'Wilson'))\n",
+    "\n",
+    "# Use .loc and the filter to select for rides\n",
+    "print(ridership_cal_stations.loc[filter_criteria, 'rides'].sum())"
+   ],
+   "id": "6f0ff94f3cdc145d",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "140005\n"
+     ]
+    }
+   ],
+   "execution_count": 15
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Three table merge\n",
+    "To solidify the concept of a three DataFrame merge, practice another exercise. A reasonable extension of our review of Chicago business data would include looking at demographics information about the neighborhoods where the businesses are. A table with the median income by zip code has been provided to you. You will merge the licenses and wards tables with this new income-by-zip-code table called zip_demo.\n",
+    "\n",
+    "The licenses, wards, and zip_demo DataFrames have been loaded for you.\n",
+    "### Instructions\n",
+    " - Starting with the licenses table, merge to it the zip_demo table on the zip column. Then merge the resulting table to the wards table on the ward column. Save result of the three merged tables to a variable named licenses_zip_ward.\n",
+    " - Group the results of the three merged tables by the column alderman and find the median income."
+   ],
+   "id": "e4ce7074c618a21e"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.916840Z",
+     "start_time": "2025-08-14T20:23:05.911984Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the zip_demo DataFrames\n",
+    "zip_demo = pd.read_csv('../data/zip_demo.csv')"
+   ],
+   "id": "1f4cf729bcb8e69",
+   "outputs": [],
+   "execution_count": 16
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:05.975143Z",
+     "start_time": "2025-08-14T20:23:05.962622Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge licenses and zip_demo, on zip; and merge the wards on ward\n",
+    "licenses_zip_ward = licenses.merge(zip_demo, on='zip') \\\n",
+    "\t.merge(wards, on='ward')\n",
+    "\n",
+    "# Print the results by alderman and show median income\n",
+    "print(licenses_zip_ward.groupby('alderman').agg({'income':'median'}))"
+   ],
+   "id": "36dea00b9d0d470b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                             income\n",
+      "alderman                           \n",
+      "Ameya Pawar                 66246.0\n",
+      "Anthony A. Beale            38206.0\n",
+      "Anthony V. Napolitano       82226.0\n",
+      "Ariel E. Reyboras           41307.0\n",
+      "Brendan Reilly              39179.0\n",
+      "Brian Hopkins               87143.0\n",
+      "Carlos Ramirez-Rosa         66246.0\n",
+      "Carrie M. Austin            38206.0\n",
+      "Chris Taliaferro            55566.0\n",
+      "Daniel \"Danny\" Solis        41226.0\n",
+      "David H. Moore              33304.0\n",
+      "Deborah Mell                66246.0\n",
+      "Debra L. Silverstein        50554.0\n",
+      "Derrick G. Curtis           65770.0\n",
+      "Edward M. Burke             42335.0\n",
+      "Emma M. Mitts               36283.0\n",
+      "George Cardenas             33959.0\n",
+      "Gilbert Villegas            41307.0\n",
+      "Gregory I. Mitchell         24941.0\n",
+      "Harry Osterman              45442.0\n",
+      "Howard B. Brookins Jr.      33304.0\n",
+      "James Cappleman             79565.0\n",
+      "Jason C. Ervin              41226.0\n",
+      "Joe Moore                   39163.0\n",
+      "John S. Arena               70122.0\n",
+      "Leslie A. Hairston          28024.0\n",
+      "Margaret Laurino            70122.0\n",
+      "Marty Quinn                 67045.0\n",
+      "Matthew J. O'Shea           59488.0\n",
+      "Michael  Jr.                31445.0\n",
+      "Michael R. Zalewski         42335.0\n",
+      "Michelle A. Harris          32558.0\n",
+      "Michelle Smith             100116.0\n",
+      "Milagros \"Milly\" Santiago   41307.0\n",
+      "Nicholas Sposato            62223.0\n",
+      "Pat Dowell                  41679.0\n",
+      "Patrick Daley Thompson      41226.0\n",
+      "Patrick J. O'Connor         50554.0\n",
+      "Proco \"Joe\" Moreno          87143.0\n",
+      "Raymond A. Lopez            33959.0\n",
+      "Ricardo Munoz               31445.0\n",
+      "Roberto Maldonado           68223.0\n",
+      "Roderick T. Sawyer          32558.0\n",
+      "Scott Waguespack            68223.0\n",
+      "Susan Sadlowski Garza       38417.0\n",
+      "Tom Tunney                  88708.0\n",
+      "Toni L. Foulkes             27573.0\n",
+      "Walter Burnett  Jr.         87143.0\n",
+      "William D. Burns            14565.0\n",
+      "Willie B. Cochran           28024.0\n"
+     ]
+    }
+   ],
+   "execution_count": 17
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## One-to-many merge with multiple tables\n",
+    "In this exercise, assume that you are looking to start a business in the city of Chicago. Your perfect idea is to start a company that uses goats to mow the lawn for other businesses. However, you have to choose a location in the city to put your goat farm. You need a location with a great deal of space and relatively few businesses and people around to avoid complaints about the smell. You will need to merge three tables to help you choose your location. The land_use table has info on the percentage of vacant land by city ward. The census table has population by ward, and the licenses table lists businesses by ward.\n",
+    "\n",
+    "The land_use, census, and licenses tables have been loaded for you.\n",
+    "### Instructions\n",
+    "- Merge land_use and census on the ward column. Merge the result of this with licenses on the ward column, using the suffix _cen for the left table and _lic for the right table. Save this to the variable land_cen_lic."
+   ],
+   "id": "24c639431bc3b254"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.035750Z",
+     "start_time": "2025-08-14T20:23:06.031296Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the land_use DataFrame\n",
+    "land_use = pd.read_csv('../data/land_use.csv')"
+   ],
+   "id": "3cc29a5cba9dc322",
+   "outputs": [],
+   "execution_count": 18
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.090048Z",
+     "start_time": "2025-08-14T20:23:06.082644Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge land_use and census and merge result with licenses including suffixes\n",
+    "land_cen_lic = land_use.merge(census, on='ward') \\\n",
+    "                    .merge(licenses, on='ward', suffixes=('_cen','_lic'))"
+   ],
+   "id": "719a1e7f9a9087c2",
+   "outputs": [],
+   "execution_count": 19
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Group land_cen_lic by ward, pop_2010 (the population in 2010), and vacant, then count the number of accounts. Save the results to pop_vac_lic.",
+   "id": "dd097a1872086219"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.136926Z",
+     "start_time": "2025-08-14T20:23:06.129854Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Group by ward, pop_2010, and vacant, then count the # of accounts\n",
+    "pop_vac_lic = land_cen_lic.groupby(['ward', 'pop_2010', 'vacant'],\n",
+    "                                   as_index=False).agg({'account':'count'})"
+   ],
+   "id": "99da06c54848e2c5",
+   "outputs": [],
+   "execution_count": 20
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Sort pop_vac_lic by vacant, account, andpop_2010 in descending, ascending, and ascending order respectively. Save it as sorted_pop_vac_lic.",
+   "id": "eb9a9451ff416040"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.179867Z",
+     "start_time": "2025-08-14T20:23:06.174078Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Sort pop_vac_lic and print the results\n",
+    "sorted_pop_vac_lic = pop_vac_lic.sort_values(by=['vacant', 'account', 'pop_2010'],\n",
+    "                                             ascending=[False, True, True])"
+   ],
+   "id": "49a2fbe996937a0d",
+   "outputs": [],
+   "execution_count": 21
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.225249Z",
+     "start_time": "2025-08-14T20:23:06.221652Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print the top few rows of sorted_pop_vac_lic\n",
+    "print(sorted_pop_vac_lic.head())"
+   ],
+   "id": "63b7013777c3612b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "    ward  pop_2010  vacant  account\n",
+      "6      7     51581      19       80\n",
+      "19    20     52372      15      123\n",
+      "9     10     51535      14      130\n",
+      "23    24     54909      13       98\n",
+      "15    16     51954      13      156\n"
+     ]
+    }
+   ],
+   "execution_count": 22
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Merging Tables With Different Join Types",
+   "id": "d14bf5ffd8cf3716"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Counting missing rows with left join\n",
+    "The Movie Database is supported by volunteers going out into the world, collecting data, and entering it into the database. This includes financial data, such as movie budget and revenue. If you wanted to know which movies are still missing data, you could use a left join to identify them. Practice using a left join by merging the movies table and the financials table.\n",
+    "\n",
+    "The movies and financials tables have been loaded for you.\n",
+    "### Instructions\n",
+    "- Merge the movies table, as the left table, with the financials table using a left join, and save the result to movies_financials."
+   ],
+   "id": "8bca7f6e01d7f144"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.278783Z",
+     "start_time": "2025-08-14T20:23:06.270642Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import the movies and financials DataFrames\n",
+    "movies = pd.read_csv('../data/movies.csv')\n",
+    "financials = pd.read_csv('../data/financials.csv')"
+   ],
+   "id": "d96a1e9d80359ab",
+   "outputs": [],
+   "execution_count": 23
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.321886Z",
+     "start_time": "2025-08-14T20:23:06.316153Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge movies and financials with a left join\n",
+    "movies_financials = movies.merge(financials, on='id', how='left')"
+   ],
+   "id": "67784f8eb198ac6f",
+   "outputs": [],
+   "execution_count": 24
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Count the number of rows in movies_financials with a null value in the budget column.",
+   "id": "ba352b7e5873beff"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.356142Z",
+     "start_time": "2025-08-14T20:23:06.353088Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Count the number of rows in the budget column that are missing\n",
+    "number_of_missing_fin = movies_financials['budget'].isna().sum()"
+   ],
+   "id": "94096a272c2e6c7",
+   "outputs": [],
+   "execution_count": 25
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.388208Z",
+     "start_time": "2025-08-14T20:23:06.386082Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print the number of movies missing financials\n",
+    "print(number_of_missing_fin)"
+   ],
+   "id": "b146ffa9d46c2f66",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1574\n"
+     ]
+    }
+   ],
+   "execution_count": 26
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Enriching a dataset\n",
+    "Setting how='left' with the .merge()method is a useful technique for enriching or enhancing a dataset with additional information from a different table. In this exercise, you will start off with a sample of movie data from the movie series Toy Story. Your goal is to enrich this data by adding the marketing tag line for each movie. You will compare the results of a left join versus an inner join.\n",
+    "\n",
+    "The toy_story DataFrame contains the Toy Story movies. The toy_story and taglines DataFrames have been loaded for you.\n",
+    "### Instructions\n",
+    "- Merge toy_story and taglines on the id column with a left join, and save the result as toystory_tag.\n"
+   ],
+   "id": "867f8e7c1fdc5717"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.430697Z",
+     "start_time": "2025-08-14T20:23:06.423681Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the toy_story and taglines DataFrames\n",
+    "toy_story = pd.read_csv('../data/toy_story.csv')\n",
+    "taglines = pd.read_csv('../data/taglines.csv')"
+   ],
+   "id": "28115a924bdd11f8",
+   "outputs": [],
+   "execution_count": 27
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.470424Z",
+     "start_time": "2025-08-14T20:23:06.465276Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the toy_story and taglines tables with a left join\n",
+    "toystory_tag = toy_story.merge(taglines, on='id', how='left')\n",
+    "\n",
+    "# Print the rows and shape of toystory_tag\n",
+    "print(toystory_tag)\n",
+    "print(toystory_tag.shape)"
+   ],
+   "id": "a121039f036a63d8",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      id        title  popularity release_date                   tagline\n",
+      "0  10193  Toy Story 3      59.995   2010-06-16  No toy gets left behind.\n",
+      "1    863  Toy Story 2      73.575   1999-10-30        The toys are back!\n",
+      "2    862    Toy Story      73.640   1995-10-30                       NaN\n",
+      "(3, 5)\n"
+     ]
+    }
+   ],
+   "execution_count": 28
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- With toy_story as the left table, merge to it taglines on the id column with an inner join, and save as toystory_tag.",
+   "id": "69607678112074d3"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.530842Z",
+     "start_time": "2025-08-14T20:23:06.524Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the toy_story and taglines tables with a inner join\n",
+    "toystory_tag = toy_story.merge(taglines, on='id', how='inner')\n",
+    "\n",
+    "# Print the rows and shape of toystory_tag\n",
+    "print(toystory_tag)\n",
+    "print(toystory_tag.shape)"
+   ],
+   "id": "4098836d38d4b26f",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      id        title  popularity release_date                   tagline\n",
+      "0  10193  Toy Story 3      59.995   2010-06-16  No toy gets left behind.\n",
+      "1    863  Toy Story 2      73.575   1999-10-30        The toys are back!\n",
+      "(2, 5)\n"
+     ]
+    }
+   ],
+   "execution_count": 29
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Other joins",
+   "id": "54dcf72607ee6860"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Right join to find unique movies\n",
+    "Most of the recent big-budget science fiction movies can also be classified as action movies. You are given a table of science fiction movies called scifi_movies and another table of action movies called action_movies. Your goal is to find which movies are considered only science fiction movies. Once you have this table, you can merge the movies table in to see the movie names. Since this exercise is related to science fiction movies, use a right join as your superhero power to solve this problem.\n",
+    "\n",
+    "The movies, scifi_movies, and action_movies tables have been loaded for you.\n",
+    "### Instructions\n",
+    "- Merge scifi_movies and action_movies on the id column using a right join, and save"
+   ],
+   "id": "8df35af5b5b8e270"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.588317Z",
+     "start_time": "2025-08-14T20:23:06.578070Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the movies, scifi_movies, and action_movies DataFrames\n",
+    "movies = pd.read_csv('../data/movies.csv')\n",
+    "scifi_movies = pd.read_csv('../data/scifi_movies.csv')\n",
+    "action_movies = pd.read_csv('../data/action_movies.csv')"
+   ],
+   "id": "cde05a40a77f53ca",
+   "outputs": [],
+   "execution_count": 30
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.623800Z",
+     "start_time": "2025-08-14T20:23:06.619507Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge scifi_movies and action_movies on id using a right join\n",
+    "scifi_action = scifi_movies.merge(action_movies, on='movie_id', how='right')"
+   ],
+   "id": "2dd41118bc85817c",
+   "outputs": [],
+   "execution_count": 31
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Update the merge to add suffixes, where '_act' and '_sci' are suffixes for the left and right tables, respectively.",
+   "id": "7cfc689dac5dcf19"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.665172Z",
+     "start_time": "2025-08-14T20:23:06.660624Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge action_movies to scifi_movies with right join\n",
+    "action_scifi = action_movies.merge(scifi_movies, on='movie_id', how='right',\n",
+    "                                   suffixes=('_act', '_sci'))\n",
+    "\n",
+    "# Print the first few rows of action_scifi to see the structure\n",
+    "print(action_scifi.head())"
+   ],
+   "id": "c31e412048743c06",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   movie_id genre_act        genre_sci\n",
+      "0        11    Action  Science Fiction\n",
+      "1        18    Action  Science Fiction\n",
+      "2        19       NaN  Science Fiction\n",
+      "3        38       NaN  Science Fiction\n",
+      "4        62       NaN  Science Fiction\n"
+     ]
+    }
+   ],
+   "execution_count": 32
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- From action_scifi, subset only the rows where the genre_act column is null.",
+   "id": "b3f87d456c0feff6"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.713092Z",
+     "start_time": "2025-08-14T20:23:06.708888Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge action_movies to the scifi_movies with right join\n",
+    "action_scifi = action_movies.merge(scifi_movies, on='movie_id', how='right',\n",
+    "                                   suffixes=('_act','_sci'))\n",
+    "\n",
+    "# From action_scifi, select only the rows where the genre_act column is null\n",
+    "scifi_only = action_scifi[action_scifi['genre_act'].isna()]"
+   ],
+   "id": "c3040f768b38b040",
+   "outputs": [],
+   "execution_count": 33
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Merge movies and scifi_only using the id column in the left table and the movie_id column in the right table with an inner join.",
+   "id": "2ca217baaa5f82ba"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.763526Z",
+     "start_time": "2025-08-14T20:23:06.757876Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the movies and scifi_only tables with an inner join\n",
+    "movies_and_scifi_only = movies.merge(scifi_only, left_on='id', right_on='movie_id', how='inner')\n",
+    "\n",
+    "# Print the first few rows and shape of movies_and_scifi_only\n",
+    "print(movies_and_scifi_only.head())\n",
+    "print(movies_and_scifi_only.shape)"
+   ],
+   "id": "7146a54439cd9208",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      id                         title  popularity release_date  movie_id  \\\n",
+      "0  18841  The Lost Skeleton of Cadavra       1.681   2001-09-12     18841   \n",
+      "1  26672     The Thief and the Cobbler       2.439   1993-09-23     26672   \n",
+      "2  15301      Twilight Zone: The Movie      12.900   1983-06-24     15301   \n",
+      "3   8452                   The 6th Day      18.450   2000-11-17      8452   \n",
+      "4   1649    Bill & Ted's Bogus Journey      11.350   1991-07-19      1649   \n",
+      "\n",
+      "  genre_act        genre_sci  \n",
+      "0       NaN  Science Fiction  \n",
+      "1       NaN  Science Fiction  \n",
+      "2       NaN  Science Fiction  \n",
+      "3       NaN  Science Fiction  \n",
+      "4       NaN  Science Fiction  \n",
+      "(258, 7)\n"
+     ]
+    }
+   ],
+   "execution_count": 34
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Popular genres with right join\n",
+    "What are the genres of the most popular movies? To answer this question, you need to merge data from the movies and movie_to_genres tables. In a table called pop_movies, the top 10 most popular movies in the movies table have been selected. To ensure that you are analyzing all of the popular movies, merge it with the movie_to_genres table using a right join. To complete your analysis, count the number of different genres. Also, the two tables can be merged by the movie ID. However, in pop_movies that column is called id, and in movie_to_genres it's called movie_id.\n",
+    "\n",
+    "The pop_movies and movie_to_genres tables have been loaded for you.\n",
+    "### Instructions\n",
+    "- Merge movie_to_genres and pop_movies using a right join. Save the results as genres_movies.\n",
+    "- Group genres_movies by genre and count the number of id values."
+   ],
+   "id": "3dc127372591b8e7"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.826083Z",
+     "start_time": "2025-08-14T20:23:06.820301Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the pop_movies and movie_to_genres DataFrames\n",
+    "pop_movies = pd.read_csv('../data/pop_movies.csv')\n",
+    "movie_to_genres = pd.read_csv('../data/movie_to_genres.csv')"
+   ],
+   "id": "bc9bdc0e71879e8b",
+   "outputs": [],
+   "execution_count": 35
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.867453Z",
+     "start_time": "2025-08-14T20:23:06.862942Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "print(pop_movies.head())\n",
+    "print(movie_to_genres.head())"
+   ],
+   "id": "a7fa6fe6ecd02a5f",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "       id                    title  popularity release_date\n",
+      "0  211672                  Minions     875.581   2015-06-17\n",
+      "1  157336             Interstellar     724.248   2014-11-05\n",
+      "2  293660                 Deadpool     514.570   2016-02-09\n",
+      "3  118340  Guardians of the Galaxy     481.099   2014-07-30\n",
+      "4   76341       Mad Max: Fury Road     434.279   2015-05-13\n",
+      "   movie_id            genre\n",
+      "0         5            Crime\n",
+      "1         5           Comedy\n",
+      "2        11  Science Fiction\n",
+      "3        11           Action\n",
+      "4        11        Adventure\n"
+     ]
+    }
+   ],
+   "execution_count": 36
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:06.994762Z",
+     "start_time": "2025-08-14T20:23:06.919346Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use right join to merge the movie_to_genres and pop_movies tables\n",
+    "genres_movies = movie_to_genres.merge(pop_movies, how='right', left_on='movie_id', right_on='id')\n",
+    "\n",
+    "# Count the number of genres\n",
+    "genre_count = genres_movies.groupby('genre').agg({'id':'count'})\n",
+    "\n",
+    "# Plot a bar chart of the genre_count\n",
+    "genre_count.plot(kind='bar')\n",
+    "plt.show()"
+   ],
+   "id": "566e343b848d9152",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 37
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Using outer join to select actors\n",
+    "One cool aspect of using an outer join is that, because it returns all rows from both merged tables and null where they do not match, you can use it to find rows that do not have a match in the other table. To try for yourself, you have been given two tables with a list of actors from two popular movies: Iron Man 1 and Iron Man 2. Most of the actors played in both movies. Use an outer join to find actors who did not act in both movies.\n",
+    "\n",
+    "The Iron Man 1 table is called iron_1_actors, and Iron Man 2 table is called iron_2_actors. Both tables have been loaded for you and a few rows printed so you can see the structure.\n",
+    "\n",
+    "![outer_join](../data/noJoin.png)\n",
+    "### Instructions\n",
+    "- Save to iron_1_and_2 the merge of iron_1_actors (left) with iron_2_actors tables with an outer join on the id column, and set suffixes to ('_1','_2').\n",
+    "- Create an index that returns True if name_1 or name_2 are null, and False otherwise."
+   ],
+   "id": "1e56abf8a06c5ec0"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.035038Z",
+     "start_time": "2025-08-14T20:23:07.030974Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the iron_1_actors and iron_2_actors DataFrames\n",
+    "iron_1_actors = pd.read_csv('../data/iron_1_actors.csv')\n",
+    "iron_2_actors = pd.read_csv('../data/iron_2_actors.csv')"
+   ],
+   "id": "3e4ec83e775b6a67",
+   "outputs": [],
+   "execution_count": 38
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.085466Z",
+     "start_time": "2025-08-14T20:23:07.080403Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge iron_1_actors to iron_2_actors on id with outer join using suffixes\n",
+    "iron_1_and_2 = iron_1_actors.merge(iron_2_actors,\n",
+    "                                     on='id',\n",
+    "                                     how='outer',\n",
+    "                                     suffixes=('_1', '_2'))\n",
+    "\n",
+    "# Create an index that returns true if name_1 or name_2 are null\n",
+    "m = ((iron_1_and_2['name_1'].isna()) |\n",
+    "     (iron_1_and_2['name_2'].isna()))\n",
+    "\n",
+    "# Print the first few rows of iron_1_and_2\n",
+    "print(iron_1_and_2[m].head())"
+   ],
+   "id": "5f06377270ca2f07",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                   character_1    id                           name_1  \\\n",
+      "0                        Viper     1  1209419               Tim Rigby   \n",
+      "1                        Viper     2   195442      Russell Richardson   \n",
+      "2  Obadiah Stane / Iron Monger  1229                     Jeff Bridges   \n",
+      "3                          NaN  1245                              NaN   \n",
+      "4                          NaN  1896                              NaN   \n",
+      "\n",
+      "                                        character_2              name_2  \n",
+      "0                                               NaN                 NaN  \n",
+      "1                                               NaN                 NaN  \n",
+      "2                                               NaN                 NaN  \n",
+      "3  Natalie Rushman / Natasha Romanoff / Black Widow  Scarlett Johansson  \n",
+      "4      Lt. Col. James \"Rhodey\" Rhodes / War Machine         Don Cheadle  \n"
+     ]
+    }
+   ],
+   "execution_count": 39
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Self join\n",
+    "Merging a table to itself can be useful when you want to compare values in a column to other values in the same column. In this exercise, you will practice this by creating a table that for each movie will list the movie director and a member of the crew on one row. You have been given a table called crews, which has columns id, job, and name. First, merge the table to itself using the movie ID. This merge will give you a larger table where for each movie, every job is matched against each other. Then select only those rows with a director in the left table, and avoid having a row where the director's job is listed in both the left and right tables. This filtering will remove job combinations that aren't with the director.\n",
+    "\n",
+    "The crews table has been loaded for you.\n",
+    "### Instructions\n",
+    "- To a variable called crews_self_merged, merge the crews table to itself on the id column using an inner join, setting the suffixes to '_dir' and '_crew' for the left and right tables respectively."
+   ],
+   "id": "7eb5482f7d458037"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.148467Z",
+     "start_time": "2025-08-14T20:23:07.128530Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the crews DataFrame\n",
+    "crews = pd.read_csv('../data/crews.csv')"
+   ],
+   "id": "80d95927327cecec",
+   "outputs": [],
+   "execution_count": 40
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.236910Z",
+     "start_time": "2025-08-14T20:23:07.177615Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge the crews table to itself\n",
+    "crews_self_merged = crews.merge(crews, on='id', how='inner',suffixes=('_dir', '_crew'))"
+   ],
+   "id": "42109ef9e63085ea",
+   "outputs": [],
+   "execution_count": 41
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Create a Boolean index, named boolean_filter, that selects rows from the left table with the job of 'Director' and avoids rows with the job of 'Director' in the right table.",
+   "id": "cd1dc104ca98a489"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.338122Z",
+     "start_time": "2025-08-14T20:23:07.271262Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Create a Boolean index to select the appropriate\n",
+    "boolean_filter = ((crews_self_merged['job_dir'] == 'Director') & (crews_self_merged['job_crew'] != 'Director'))\n",
+    "direct_crews = crews_self_merged[boolean_filter]"
+   ],
+   "id": "d9666354248c8298",
+   "outputs": [],
+   "execution_count": 42
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Use the .head() method to print the first few rows of direct_crews.",
+   "id": "b04ec887b87d7624"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.375391Z",
+     "start_time": "2025-08-14T20:23:07.372263Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print the first few rows of direct_crews\n",
+    "print(direct_crews.head())"
+   ],
+   "id": "c64bc5c8c99d336e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "        id   job_dir       name_dir        job_crew          name_crew\n",
+      "156  19995  Director  James Cameron          Editor  Stephen E. Rivkin\n",
+      "157  19995  Director  James Cameron  Sound Designer  Christopher Boyes\n",
+      "158  19995  Director  James Cameron         Casting          Mali Finn\n",
+      "160  19995  Director  James Cameron          Writer      James Cameron\n",
+      "161  19995  Director  James Cameron    Set Designer    Richard F. Mays\n"
+     ]
+    }
+   ],
+   "execution_count": 43
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Merging on indexes",
+   "id": "406f76386728c9de"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Index merge for movie ratings\n",
+    "To practice merging on indexes, you will merge movies and a table called ratings that holds info about movie ratings. Ensure that your merge returns all rows from the movies table, and only matching rows from the ratings table.\n",
+    "\n",
+    "The movies and ratings tables have been loaded for you.\n",
+    "### Instructions\n",
+    "- Merge the movies and ratings tables on the id column, keeping all rows from the movies table, and save the result as movies_ratings."
+   ],
+   "id": "91778646554e06ce"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.425636Z",
+     "start_time": "2025-08-14T20:23:07.421384Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the movies and ratings DataFrames\n",
+    "ratings = pd.read_csv('../data/ratings.csv')"
+   ],
+   "id": "ea2f58c640649af3",
+   "outputs": [],
+   "execution_count": 44
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.476575Z",
+     "start_time": "2025-08-14T20:23:07.471271Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge to the movies table the ratings table on the index\n",
+    "movies_ratings = movies.merge(ratings, on='id', how='left')\n",
+    "\n",
+    "# Print the first few rows of movies_ratings\n",
+    "print(movies_ratings.head())"
+   ],
+   "id": "b9c76acf3d19963d",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      id                 title  popularity release_date  vote_average  \\\n",
+      "0    257          Oliver Twist      20.420   2005-09-23           6.7   \n",
+      "1  14290  Better Luck Tomorrow       3.877   2002-01-12           6.5   \n",
+      "2  38365             Grown Ups      38.860   2010-06-24           6.0   \n",
+      "3   9672              Infamous       3.681   2006-11-16           6.4   \n",
+      "4  12819       Alpha and Omega      12.300   2010-09-17           5.3   \n",
+      "\n",
+      "   vote_count  \n",
+      "0       274.0  \n",
+      "1        27.0  \n",
+      "2      1705.0  \n",
+      "3        60.0  \n",
+      "4       124.0  \n"
+     ]
+    }
+   ],
+   "execution_count": 45
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Do sequels earn more?\n",
+    "It is time to put together many of the aspects that you have learned in this chapter. In this exercise, you'll find out which movie sequels earned the most compared to the original movie. To answer this question, you will merge a modified version of the sequels and financials tables where their index is the movie ID. You will need to choose a merge type that will return all of the rows from the sequels table and not all the rows of financials table need to be included in the result. From there, you will join the resulting table to itself so that you can compare the revenue values of the original movie to the sequel. Next, you will calculate the difference between the two revenues and sort the resulting dataset.\n",
+    "\n",
+    "The sequels and financials tables have been provided.\n",
+    "### Instructions\n",
+    "- With the sequels table on the left, merge to it the financials table on index named id, ensuring that all the rows from the sequels are returned and some rows from the other table may not be returned, Save the results to sequels_fin."
+   ],
+   "id": "a1aa88451d2b8a0f"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.534931Z",
+     "start_time": "2025-08-14T20:23:07.526475Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the sequels and financials DataFrames\n",
+    "sequels = pd.read_csv('../data/sequels.csv', index_col='id')\n",
+    "financials = pd.read_csv('../data/financials.csv', index_col='id')"
+   ],
+   "id": "c55bc7cdd9eef89a",
+   "outputs": [],
+   "execution_count": 46
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.578342Z",
+     "start_time": "2025-08-14T20:23:07.574646Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge sequels and financials on index id\n",
+    "sequels_fin = sequels.merge(financials, left_index=True, right_index=True, how='left')"
+   ],
+   "id": "d34fbe58cfd5bd7b",
+   "outputs": [],
+   "execution_count": 47
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Merge the sequels_fin table to itself with an inner join, where the left and right tables merge on sequel and id respectively with suffixes equal to ('_org','_seq'), saving to orig_seq.",
+   "id": "b52ba0383510ca0e"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.634805Z",
+     "start_time": "2025-08-14T20:23:07.630602Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Self merge with suffixes as inner join with left on sequel and right on id\n",
+    "orig_seq = sequels_fin.merge(sequels_fin, left_on='sequel', right_index=True,\n",
+    "                              how='inner', suffixes=('_org', '_seq'))\n",
+    "\n",
+    "# Add calculation to subtract revenue_org from revenue_seq\n",
+    "orig_seq['diff'] = orig_seq['revenue_seq'] - orig_seq['revenue_org']"
+   ],
+   "id": "19a48437f8a36e",
+   "outputs": [],
+   "execution_count": 48
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Select the title_org, title_seq, and diff columns of orig_seq and save this as titles_diff.",
+   "id": "63dbf7c3d8e9dc0d"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.709967Z",
+     "start_time": "2025-08-14T20:23:07.706351Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Select the title_org, title_seq, and diff\n",
+    "titles_diff = orig_seq[['title_org', 'title_seq', 'diff']]"
+   ],
+   "id": "19c106315cfddea5",
+   "outputs": [],
+   "execution_count": 49
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Sort by titles_diff by diff in descending order and print the first few rows.",
+   "id": "238c208b8065c387"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.821939Z",
+     "start_time": "2025-08-14T20:23:07.817264Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print the first rows of the sorted titles_diff\n",
+    "print(titles_diff.sort_values('diff',ascending=False).head())"
+   ],
+   "id": "50c27550ea2abc53",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "               title_org        title_seq          diff\n",
+      "id                                                     \n",
+      "331    Jurassic Park III   Jurassic World  1.145200e+09\n",
+      "272        Batman Begins  The Dark Knight  6.308000e+08\n",
+      "10138         Iron Man 2       Iron Man 3  5.911000e+08\n",
+      "863          Toy Story 2      Toy Story 3  5.696000e+08\n",
+      "10764  Quantum of Solace          Skyfall  5.229000e+08\n"
+     ]
+    }
+   ],
+   "execution_count": 50
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Advanced Merging and Concatenating",
+   "id": "62b2687abc186065"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Performing an anti join\n",
+    "In our music streaming company dataset, each customer is assigned an employee representative to assist them. In this exercise, filter the employee table by a table of top customers, returning only those employees who are not assigned to a customer. The results should resemble the results of an anti join. The company's leadership will assign these employees additional training so that they can work with high valued customers.\n",
+    "\n",
+    "The top_cust and employees tables have been provided for you.\n",
+    "### Instructions\n",
+    "- Merge employees and top_cust with a left join, setting indicator argument to True. Save the result to empl_cust."
+   ],
+   "id": "f5963e3763a6db99"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:07.950692Z",
+     "start_time": "2025-08-14T20:23:07.946582Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the top_cust and employees DataFrames\n",
+    "top_cust = pd.read_csv('../data/top_cust.csv')\n",
+    "employees = pd.read_csv('../data/employees.csv')"
+   ],
+   "id": "afad39b815f08ca9",
+   "outputs": [],
+   "execution_count": 51
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.058779Z",
+     "start_time": "2025-08-14T20:23:08.052111Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge employees and top_cust\n",
+    "empl_cust = employees.merge( top_cust, on='srid',\n",
+    "                            how='left' , indicator=True)"
+   ],
+   "id": "a41d34a1a560305b",
+   "outputs": [],
+   "execution_count": 52
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Select the srid column of empl_cust and the rows where _merge is 'left_only'. Save the result to srid_list.",
+   "id": "736681fba0234191"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.147883Z",
+     "start_time": "2025-08-14T20:23:08.144891Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Select the srid column where _merge is left_only\n",
+    "srid_list = empl_cust.loc[empl_cust['_merge'] == 'left_only', 'srid']"
+   ],
+   "id": "e156c441fc116a0a",
+   "outputs": [],
+   "execution_count": 53
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Subset the `employees` table and select those rows where the `srid` is in the variable `srid_list` and print the results.",
+   "id": "709cf22276967e3a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.214220Z",
+     "start_time": "2025-08-14T20:23:08.210172Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Get employees not working with top customers\n",
+    "print(employees[employees['srid'].isin(srid_list)])"
+   ],
+   "id": "939015317f5eb54e",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   srid     lname    fname            title   hire_date  \\\n",
+      "0     1     Adams   Andrew  General Manager  2002-08-14   \n",
+      "1     2   Edwards    Nancy    Sales Manager  2002-05-01   \n",
+      "5     6  Mitchell  Michael       IT Manager  2003-10-17   \n",
+      "6     7      King   Robert         IT Staff  2004-01-02   \n",
+      "7     8  Callahan    Laura         IT Staff  2004-03-04   \n",
+      "\n",
+      "                     email  \n",
+      "0   andrew@chinookcorp.com  \n",
+      "1    nancy@chinookcorp.com  \n",
+      "5  michael@chinookcorp.com  \n",
+      "6   robert@chinookcorp.com  \n",
+      "7    laura@chinookcorp.com  \n"
+     ]
+    }
+   ],
+   "execution_count": 54
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Performing a semi join\n",
+    "Some of the tracks that have generated the most significant amount of revenue are from TV-shows or are other non-musical audio. You have been given a table of invoices that include top revenue-generating items. Additionally, you have a table of non-musical tracks from the streaming service. In this exercise, you'll use a semi join to find the top revenue-generating non-musical tracks.\n",
+    "\n",
+    "The tables non_mus_tcks, top_invoices, and genres have been loaded for you.\n",
+    "### Instructions\n",
+    "- Merge `non_mus_tcks` and `top_invoices` on tid using an inner join. Save the result as tracks_invoices.\n",
+    "- Use .isin() to subset the rows of non_mus_tcks where tid is in the tid column of tracks_invoices. Save the result as top_tracks.\n",
+    "- Group top_tracks by gid and count the tid rows. Save the result to cnt_by_gid.\n",
+    "- Merge cnt_by_gid with the genres table on gid and print the result."
+   ],
+   "id": "4973eb3ac9d7c63"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.291454Z",
+     "start_time": "2025-08-14T20:23:08.284955Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the non_mus_tcks, top_invoices, and genres DataFrames\n",
+    "non_mus_tcks = pd.read_csv('../data/non_mus_tcks.csv')\n",
+    "top_invoices = pd.read_csv('../data/top_invoices.csv')\n",
+    "genres = pd.read_csv('../data/genres.csv')"
+   ],
+   "id": "cffdf813622eaa02",
+   "outputs": [],
+   "execution_count": 55
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.402093Z",
+     "start_time": "2025-08-14T20:23:08.389467Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge non_mus_tcks and top_invoices on 'tid' using an inner join\n",
+    "tracks_invoices = non_mus_tcks.merge(top_invoices, on='tid', how='inner')\n",
+    "\n",
+    "# Use .isin() to subset non_mus_tcks to rows with tid in tracks_invoices\n",
+    "top_tracks = non_mus_tcks[non_mus_tcks['tid'].isin(tracks_invoices['tid'])]\n",
+    "\n",
+    "# Group top_tracks by gid and count the tid rows\n",
+    "cnt_by_gid = top_tracks.groupby(['gid'], as_index=False).agg({'tid': 'count'})\n",
+    "\n",
+    "# Merge cnt_by_gid with genres on gid and print the result\n",
+    "result = cnt_by_gid.merge(genres, on='gid')\n",
+    "print(result)\n"
+   ],
+   "id": "1a206388bb9e91f6",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   gid  tid      name\n",
+      "0   19    4  TV Shows\n",
+      "1   21    2     Drama\n",
+      "2   22    1    Comedy\n"
+     ]
+    }
+   ],
+   "execution_count": 56
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## Concatenate DataFrames together vertically",
+   "id": "21f4a9ca9e812e9"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Concatenation basics\n",
+    "You have been given a few tables of data with musical track info for different albums from the metal band, Metallica. The track info comes from their Ride The Lightning, Master Of Puppets, and St. Anger albums. Try various features of the .concat() method by concatenating the tables vertically together in different ways.\n",
+    "\n",
+    "The tables tracks_master, tracks_ride, and tracks_st have loaded for you.\n",
+    "### Instructions\n",
+    "- Concatenate tracks_master, tracks_ride, and tracks_st, in that order, setting sort to True."
+   ],
+   "id": "edd208a396791760"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.498640Z",
+     "start_time": "2025-08-14T20:23:08.491395Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the tracks DataFrames\n",
+    "tracks_master = pd.read_csv('../data/tracks_master.csv')\n",
+    "tracks_ride = pd.read_csv('../data/tracks_ride.csv')\n",
+    "tracks_st = pd.read_csv('../data/tracks_st.csv')"
+   ],
+   "id": "9fcbe0133d650da3",
+   "outputs": [],
+   "execution_count": 57
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.582733Z",
+     "start_time": "2025-08-14T20:23:08.575260Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Concatenate the tracks\n",
+    "tracks_from_albums = pd.concat([tracks_master, tracks_ride, tracks_st],\n",
+    "                               sort=True)\n",
+    "print(tracks_from_albums)"
+   ],
+   "id": "57b4db0163af6805",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   aid             composer  gid  mtid                     name   tid  u_price\n",
+      "0  152  J.Hetfield/L.Ulrich    3     1                  Battery  1853     0.99\n",
+      "1  152            K.Hammett    3     1        Master Of Puppets  1854     0.99\n",
+      "2  152  J.Hetfield/L.Ulrich    3     1        Disposable Heroes  1857     0.99\n",
+      "0  154                  NaN    3     1     Fight Fire With Fire  1874     0.99\n",
+      "1  154                  NaN    3     1       Ride The Lightning  1875     0.99\n",
+      "2  154                  NaN    3     1  For Whom The Bell Tolls  1876     0.99\n",
+      "3  154                  NaN    3     1            Fade To Black  1877     0.99\n",
+      "4  154                  NaN    3     1        Trapped Under Ice  1878     0.99\n",
+      "0  155                  NaN    3     1                  Frantic  1882     0.99\n",
+      "1  155                  NaN    3     1                St. Anger  1883     0.99\n",
+      "2  155                  NaN    3     1     Some Kind Of Monster  1884     0.99\n",
+      "3  155                  NaN    3     1             Dirty Window  1885     0.99\n",
+      "4  155                  NaN    3     1            Invisible Kid  1886     0.99\n"
+     ]
+    }
+   ],
+   "execution_count": 58
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Concatenate tracks_master, tracks_ride, and tracks_st, where the index goes from 0 to n-1.",
+   "id": "22f80d7478ba3d54"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.664193Z",
+     "start_time": "2025-08-14T20:23:08.659358Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Concatenate the tracks so the index goes from 0 to n-1\n",
+    "\n",
+    "tracks_from_albums = pd.concat([tracks_master, tracks_ride, tracks_st],ignore_index=True, sort=True)\n",
+    "print(tracks_from_albums)"
+   ],
+   "id": "b95bfb29d00b9607",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "    aid             composer  gid  mtid                     name   tid  \\\n",
+      "0   152  J.Hetfield/L.Ulrich    3     1                  Battery  1853   \n",
+      "1   152            K.Hammett    3     1        Master Of Puppets  1854   \n",
+      "2   152  J.Hetfield/L.Ulrich    3     1        Disposable Heroes  1857   \n",
+      "3   154                  NaN    3     1     Fight Fire With Fire  1874   \n",
+      "4   154                  NaN    3     1       Ride The Lightning  1875   \n",
+      "5   154                  NaN    3     1  For Whom The Bell Tolls  1876   \n",
+      "6   154                  NaN    3     1            Fade To Black  1877   \n",
+      "7   154                  NaN    3     1        Trapped Under Ice  1878   \n",
+      "8   155                  NaN    3     1                  Frantic  1882   \n",
+      "9   155                  NaN    3     1                St. Anger  1883   \n",
+      "10  155                  NaN    3     1     Some Kind Of Monster  1884   \n",
+      "11  155                  NaN    3     1             Dirty Window  1885   \n",
+      "12  155                  NaN    3     1            Invisible Kid  1886   \n",
+      "\n",
+      "    u_price  \n",
+      "0      0.99  \n",
+      "1      0.99  \n",
+      "2      0.99  \n",
+      "3      0.99  \n",
+      "4      0.99  \n",
+      "5      0.99  \n",
+      "6      0.99  \n",
+      "7      0.99  \n",
+      "8      0.99  \n",
+      "9      0.99  \n",
+      "10     0.99  \n",
+      "11     0.99  \n",
+      "12     0.99  \n"
+     ]
+    }
+   ],
+   "execution_count": 59
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Concatenate tracks_master, tracks_ride, and tracks_st, showing only columns that are in all tables.",
+   "id": "1642fd1f92db5fd6"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:23:08.768064Z",
+     "start_time": "2025-08-14T20:23:08.764630Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Concatenate the tracks, show only columns names that are in all tables\n",
+    "tracks_from_albums = pd.concat([tracks_master,tracks_ride,tracks_st],join='inner',sort=True)\n",
+    "print(tracks_from_albums)"
+   ],
+   "id": "592b10f88f977a39",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   aid  gid  mtid                     name   tid  u_price\n",
+      "0  152    3     1                  Battery  1853     0.99\n",
+      "1  152    3     1        Master Of Puppets  1854     0.99\n",
+      "2  152    3     1        Disposable Heroes  1857     0.99\n",
+      "0  154    3     1     Fight Fire With Fire  1874     0.99\n",
+      "1  154    3     1       Ride The Lightning  1875     0.99\n",
+      "2  154    3     1  For Whom The Bell Tolls  1876     0.99\n",
+      "3  154    3     1            Fade To Black  1877     0.99\n",
+      "4  154    3     1        Trapped Under Ice  1878     0.99\n",
+      "0  155    3     1                  Frantic  1882     0.99\n",
+      "1  155    3     1                St. Anger  1883     0.99\n",
+      "2  155    3     1     Some Kind Of Monster  1884     0.99\n",
+      "3  155    3     1             Dirty Window  1885     0.99\n",
+      "4  155    3     1            Invisible Kid  1886     0.99\n"
+     ]
+    }
+   ],
+   "execution_count": 60
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "# Concatenating with keys\n",
+    "The leadership of the music streaming company has come to you and asked you for assistance in analyzing sales for a recent business quarter. They would like to know which month in the quarter saw the highest average invoice total. You have been given three tables with invoice data named inv_jul, inv_aug, and inv_sep. Concatenate these tables into one to create a graph of the average monthly invoice total.\n",
+    "### Instructions\n",
+    "- Concatenate the three tables together vertically in order with the oldest month first, adding '7Jul', '8Aug', and '9Sep' as keys for their respective months, and save to inv_jul_thr_sep.\n",
+    "- Use the .agg() method to find the average of the total column from the grouped invoices.\n",
+    "- Create a bar chart of avg_inv_by_month."
+   ],
+   "id": "786b84723b9c51ac"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:39:17.618963Z",
+     "start_time": "2025-08-14T20:39:17.096863Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import the pandas libraries\n",
+    "import pandas as pd\n",
+    "# Import matplotlib.pyplot as plt\n",
+    "import matplotlib.pyplot as plt\n",
+    "# Load the invoice DataFrames\n",
+    "inv_jul = pd.read_csv('../data/inv_jul.csv')\n",
+    "inv_aug = pd.read_csv('../data/inv_aug.csv')\n",
+    "inv_sep = pd.read_csv('../data/inv_sep.csv')"
+   ],
+   "id": "854b6e90d4e978de",
+   "outputs": [],
+   "execution_count": 3
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T20:39:31.176037Z",
+     "start_time": "2025-08-14T20:39:31.098950Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Concatenate the tables and add keys\n",
+    "inv_jul_thr_sep = pd.concat([inv_jul, inv_aug, inv_sep],\n",
+    "                            keys=['7Jul', '8Aug', '9Sep'],\n",
+    "                            names=['Month', 'Invoice'])\n",
+    "\n",
+    "avg_inv_by_month = inv_jul_thr_sep.groupby(level=0).agg({'total':'mean'})\n",
+    "\n",
+    "avg_inv_by_month.plot(kind='bar', title='Average Invoice Total by Month')\n",
+    "plt.show()"
+   ],
+   "id": "87b54f6760798e4c",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Verifying integrity",
+   "id": "32a8a68affb9f16d"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Concatenate and merge to find common songs\n",
+    "The senior leadership of the streaming service is requesting your help again. You are given the historical files for a popular playlist in the classical music genre in 2018 and 2019. Additionally, you are given a similar set of files for the most popular pop music genre playlist on the streaming service in 2018 and 2019. Your goal is to concatenate the respective files to make a large classical playlist table and overall popular music table. Then filter the classical music table using a semi join to return only the most popular classical music tracks.\n",
+    "\n",
+    "The tables classic_18, classic_19, and pop_18, pop_19 have been loaded for you. Additionally, pandas has been loaded as pd.\n",
+    "### Instructions\n",
+    "- Concatenate the classic_18 and classic_19 tables vertically where the index goes from 0 to n-1, and save to classic_18_19.\n",
+    "- Concatenate the pop_18 and pop_19 tables vertically where the index goes from 0 to n-1, and save to pop_18_19."
+   ],
+   "id": "33bc5a4b4c41a48d"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T21:49:30.176333Z",
+     "start_time": "2025-08-14T21:49:30.164465Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the classic_18, classic_19,pop_18 and pop_19  DataFrames\n",
+    "classic_18 = pd.read_csv('../data/classic_18.csv')\n",
+    "classic_19 = pd.read_csv('../data/classic_19.csv')\n",
+    "pop_18 = pd.read_csv('../data/pop_18.csv')\n",
+    "pop_19 = pd.read_csv('../data/pop_19.csv')"
+   ],
+   "id": "18046de467b8a435",
+   "outputs": [],
+   "execution_count": 2
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T21:49:55.945865Z",
+     "start_time": "2025-08-14T21:49:55.926312Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Concatenate the classic tables vertically\n",
+    "classic_18_19 = pd.concat([classic_18, classic_19], ignore_index=True)\n",
+    "\n",
+    "# Concatenate the pop tables vertically\n",
+    "pop_18_19 = pd.concat([pop_18, pop_19], ignore_index=True)"
+   ],
+   "id": "77d78db029daf1f8",
+   "outputs": [],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "- With classic_18_19 on the left, merge it with pop_18_19 on tid using an inner join.\n",
+    "- Use .isin() to filter classic_18_19 where tid is in classic_pop."
+   ],
+   "id": "c874ce5980d9011c"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T21:51:23.813453Z",
+     "start_time": "2025-08-14T21:51:23.780757Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge classic_18_19 with pop_18_19\n",
+    "classic_pop = classic_18_19.merge(pop_18_19, on='tid', how='inner')\n",
+    "\n",
+    "# Using .isin(), filter classic_18_19 rows where tid is in classic_pop\n",
+    "popular_classic = classic_18_19[classic_18_19['tid'].isin(classic_pop['tid'])]\n",
+    "\n",
+    "# Print popular chart\n",
+    "print(popular_classic)"
+   ],
+   "id": "9ee3be136656c097",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "    pid   tid\n",
+      "3    12  3479\n",
+      "23   12  3449\n",
+      "48   12  3437\n",
+      "50   12  3435\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## Merging Ordered and Time-Series Data",
+   "id": "6171730619ef670c"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Correlation between GDP and S&P500\n",
+    "In this exercise, you want to analyze stock returns from the S&P 500. You believe there may be a relationship between the returns of the S&P 500 and the GDP of the US. Merge the different datasets together to compute the correlation.\n",
+    "\n",
+    "Two tables have been provided for you, named sp500, and gdp. As always, pandas has been imported for you as pd.\n",
+    "### Instructions\n",
+    "- Use merge_ordered() to merge gdp and sp500 using a left join where the year column from gdp is matched with the date column from sp500.\n",
+    "- Print gdp_sp500."
+   ],
+   "id": "2c7e936e20a85062"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T22:31:05.103710Z",
+     "start_time": "2025-08-14T22:31:05.092895Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the sp500 and gdp DataFrames\n",
+    "sp500 = pd.read_csv('../data/sp500.csv')\n",
+    "gdp = pd.read_csv('../data/gdp.csv')"
+   ],
+   "id": "fc9538380bae51b0",
+   "outputs": [],
+   "execution_count": 10
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T22:31:08.427306Z",
+     "start_time": "2025-08-14T22:31:08.417514Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use merge_ordered() to merge gdp and sp500 on year and date\n",
+    "gdp_sp500 = pd.merge_ordered( gdp, sp500, left_on='year', right_on='date',\n",
+    "                             how='left')\n",
+    "\n",
+    "# Print gdp_sp500\n",
+    "print(gdp_sp500)"
+   ],
+   "id": "79348eebacfc2a50",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "  country_code  year           gdp    date  returns\n",
+      "0          USA  2010  1.499000e+13  2010.0    12.78\n",
+      "1          USA  2011  1.554000e+13  2011.0     0.00\n",
+      "2          USA  2012  1.620000e+13  2012.0    13.41\n",
+      "3          USA  2012  1.620000e+13  2012.0    13.41\n",
+      "4          USA  2013  1.678000e+13  2013.0    29.60\n",
+      "5          USA  2014  1.752000e+13  2014.0    11.39\n",
+      "6          USA  2015  1.822000e+13  2015.0    -0.73\n",
+      "7          USA  2016  1.871000e+13  2016.0     9.54\n",
+      "8          USA  2017  1.949000e+13  2017.0    19.42\n",
+      "9          USA  2018  2.049000e+13     NaN      NaN\n"
+     ]
+    }
+   ],
+   "execution_count": 11
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Use the merge_ordered() function again, similar to before, to merge gdp and sp500, using the function's ability to fill in missing data for returns by forward-filling the missing values. Assign the resulting table to the variable gdp_sp500.",
+   "id": "e070e9417c3fc1ae"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T22:31:11.319498Z",
+     "start_time": "2025-08-14T22:31:11.310806Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use merge_ordered() to merge gdp and sp500, and forward fill missing values\n",
+    "gdp_sp500 = pd.merge_ordered( gdp, sp500, left_on='year', right_on='date',how='left', fill_method='ffill')\n",
+    "\n",
+    "# Print gdp_sp500\n",
+    "print (gdp_sp500)"
+   ],
+   "id": "3c7e2fa203d19389",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "  country_code  year           gdp  date  returns\n",
+      "0          USA  2010  1.499000e+13  2010    12.78\n",
+      "1          USA  2011  1.554000e+13  2011     0.00\n",
+      "2          USA  2012  1.620000e+13  2012    13.41\n",
+      "3          USA  2012  1.620000e+13  2012    13.41\n",
+      "4          USA  2013  1.678000e+13  2013    29.60\n",
+      "5          USA  2014  1.752000e+13  2014    11.39\n",
+      "6          USA  2015  1.822000e+13  2015    -0.73\n",
+      "7          USA  2016  1.871000e+13  2016     9.54\n",
+      "8          USA  2017  1.949000e+13  2017    19.42\n",
+      "9          USA  2018  2.049000e+13  2017    19.42\n"
+     ]
+    }
+   ],
+   "execution_count": 12
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "- Subset the gdp_sp500 table, select the gdp and returns columns, and save as gdp_returns.\n",
+    "- Print the correlation matrix of the gdp_returns table using the .corr() method."
+   ],
+   "id": "5fbe7de4210e45bd"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T22:31:13.816994Z",
+     "start_time": "2025-08-14T22:31:13.812933Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Subset the gdp and returns columns\n",
+    "gdp_returns = gdp_sp500[['gdp', 'returns']]\n",
+    "\n",
+    "# Print gdp_returns correlation\n",
+    "print (gdp_returns.corr())"
+   ],
+   "id": "9a93486797548e6c",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "              gdp   returns\n",
+      "gdp      1.000000  0.211734\n",
+      "returns  0.211734  1.000000\n"
+     ]
+    }
+   ],
+   "execution_count": 13
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Phillips curve using merge_ordered()\n",
+    "There is an economic theory developed by A. W. Phillips which states that inflation and unemployment have an inverse relationship. The theory claims that with economic growth comes inflation, which in turn should lead to more jobs and less unemployment.\n",
+    "\n",
+    "You will take two tables of data from the U.S. Bureau of Labor Statistics, containing unemployment and inflation data over different periods, and create a Phillips curve. The tables have different frequencies. One table has a data entry every six months, while the other has a data entry every month. You will need to use the entries where you have data within both tables.\n",
+    "\n",
+    "The tables unemployment and inflation have been loaded for you.\n",
+    "### Instructions\n",
+    "- Use merge_ordered() to merge the inflation and unemployment tables on date with an inner join, and save the results as inflation_unemploy.\n",
+    "- Print the inflation_unemploy dataframe.\n",
+    "- Using inflation_unemploy, create a scatter plot with unemployment_rate on the horizontal axis and cpi (inflation) on the vertical axis."
+   ],
+   "id": "85000614ffba8153"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T22:41:17.060682Z",
+     "start_time": "2025-08-14T22:41:17.041691Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the inflation and unemployment DataFrames\n",
+    "inflation = pd.read_csv('../data/inflation.csv')\n",
+    "unemployment = pd.read_csv('../data/unemployment.csv')"
+   ],
+   "id": "2c44578ac0056b24",
+   "outputs": [],
+   "execution_count": 16
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T22:41:36.581687Z",
+     "start_time": "2025-08-14T22:41:36.443662Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Use merge_ordered() to merge inflation, unemployment with inner join\n",
+    "inflation_unemploy = pd.merge_ordered(inflation, unemployment, on='date', how='inner')\n",
+    "\n",
+    "# Print inflation_unemploy\n",
+    "print(inflation_unemploy)\n",
+    "\n",
+    "# Plot a scatter plot of unemployment_rate vs cpi of inflation_unemploy\n",
+    "inflation_unemploy.plot(kind='scatter', x='unemployment_rate', y='cpi',\n",
+    "                        title='Phillips Curve: Unemployment vs Inflation')\n",
+    "plt.show()"
+   ],
+   "id": "238ff0aec13e6849",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "         date      cpi     seriesid                  data_type  \\\n",
+      "0  2014-01-01  235.288  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "1  2014-06-01  237.231  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "2  2015-01-01  234.718  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "3  2015-06-01  237.684  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "4  2016-01-01  237.833  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "5  2016-06-01  240.167  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "6  2017-01-01  243.780  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "7  2017-06-01  244.182  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "8  2018-01-01  248.884  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "9  2018-06-01  251.134  CUSR0000SA0  SEASONALLY ADJUSTED INDEX   \n",
+      "\n",
+      "   unemployment_rate  \n",
+      "0                6.7  \n",
+      "1                6.1  \n",
+      "2                5.6  \n",
+      "3                5.3  \n",
+      "4                5.0  \n",
+      "5                4.9  \n",
+      "6                4.7  \n",
+      "7                4.3  \n",
+      "8                4.1  \n",
+      "9                4.0  \n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 17
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## merge_ordered() caution, multiple columns\n",
+    "When using merge_ordered() to merge on multiple columns, the order is important when you combine it with the forward fill feature. The function sorts the merge on columns in the order provided. In this exercise, we will merge GDP and population data from the World Bank for Australia and Sweden, reversing the order of the merge on columns. The frequency of the series are different, the GDP values are quarterly, and the population is yearly. Use the forward fill feature to fill in the missing data. Depending on the order provided, the fill forward will use unintended data to fill in the missing values.\n",
+    "\n",
+    "The tables gdp and pop have been loaded.\n",
+    "### Instructions\n",
+    "- Use merge_ordered() on gdp and pop, merging on columns date and country with the fill feature, save to ctry_date."
+   ],
+   "id": "a8a15afdb10f9e21"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T22:54:19.221550Z",
+     "start_time": "2025-08-14T22:54:19.201517Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the gdp and pop_pop DataFrames\n",
+    "gdp = pd.read_csv('../data/gdp_pop.csv')\n",
+    "pop = pd.read_csv('../data/pop.csv')"
+   ],
+   "id": "7f5191bdba242a2c",
+   "outputs": [],
+   "execution_count": 49
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T22:54:22.010047Z",
+     "start_time": "2025-08-14T22:54:21.990930Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Merge gdp and pop on date and country with fill and notice rows 2 and 3\n",
+    "ctry_date = pd.merge_ordered(gdp, pop, on=['date', 'country'], fill_method='ffill')\n",
+    "# Print ctry_date\n",
+    "print(ctry_date)"
+   ],
+   "id": "3dfa0664494be816",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "          date    country         gdp  series_code_x       pop series_code_y\n",
+      "0   1990-01-01  Australia  158051.132  NYGDPMKTPSAKD  17065100   SP.POP.TOTL\n",
+      "1   1990-01-01     Sweden   79837.846  NYGDPMKTPSAKD   8558835   SP.POP.TOTL\n",
+      "2   1990-04-01  Australia  158263.582  NYGDPMKTPSAKD   8558835   SP.POP.TOTL\n",
+      "3   1990-04-01     Sweden   80582.286  NYGDPMKTPSAKD   8558835   SP.POP.TOTL\n",
+      "4   1990-07-01  Australia  157329.279  NYGDPMKTPSAKD   8558835   SP.POP.TOTL\n",
+      "5   1990-07-01     Sweden   79974.360  NYGDPMKTPSAKD   8558835   SP.POP.TOTL\n",
+      "6   1990-09-01  Australia  158240.678  NYGDPMKTPSAKD   8558835   SP.POP.TOTL\n",
+      "7   1990-09-01     Sweden   80106.497  NYGDPMKTPSAKD   8558835   SP.POP.TOTL\n",
+      "8   1991-01-01  Australia  156195.954  NYGDPMKTPSAKD  17284000   SP.POP.TOTL\n",
+      "9   1991-01-01     Sweden   79524.242  NYGDPMKTPSAKD   8617375   SP.POP.TOTL\n",
+      "10  1991-04-01  Australia  155989.033  NYGDPMKTPSAKD   8617375   SP.POP.TOTL\n",
+      "11  1991-04-01     Sweden   79073.059  NYGDPMKTPSAKD   8617375   SP.POP.TOTL\n",
+      "12  1991-07-01  Australia  156635.858  NYGDPMKTPSAKD   8617375   SP.POP.TOTL\n",
+      "13  1991-07-01     Sweden   79084.770  NYGDPMKTPSAKD   8617375   SP.POP.TOTL\n",
+      "14  1991-09-01  Australia  156744.057  NYGDPMKTPSAKD   8617375   SP.POP.TOTL\n",
+      "15  1991-09-01     Sweden   79740.606  NYGDPMKTPSAKD   8617375   SP.POP.TOTL\n",
+      "16  1992-01-01  Australia  157916.081  NYGDPMKTPSAKD  17495000   SP.POP.TOTL\n",
+      "17  1992-01-01     Sweden   79390.922  NYGDPMKTPSAKD   8668067   SP.POP.TOTL\n",
+      "18  1992-04-01  Australia  159047.827  NYGDPMKTPSAKD   8668067   SP.POP.TOTL\n",
+      "19  1992-04-01     Sweden   79060.283  NYGDPMKTPSAKD   8668067   SP.POP.TOTL\n",
+      "20  1992-07-01  Australia  160658.176  NYGDPMKTPSAKD   8668067   SP.POP.TOTL\n",
+      "21  1992-07-01     Sweden   78904.605  NYGDPMKTPSAKD   8668067   SP.POP.TOTL\n",
+      "22  1992-09-01  Australia  163960.221  NYGDPMKTPSAKD   8668067   SP.POP.TOTL\n",
+      "23  1992-09-01     Sweden   76996.837  NYGDPMKTPSAKD   8668067   SP.POP.TOTL\n",
+      "24  1993-01-01  Australia  165097.495  NYGDPMKTPSAKD  17667000   SP.POP.TOTL\n",
+      "25  1993-01-01     Sweden   75783.588  NYGDPMKTPSAKD   8718561   SP.POP.TOTL\n",
+      "26  1993-04-01  Australia  166027.059  NYGDPMKTPSAKD   8718561   SP.POP.TOTL\n",
+      "27  1993-04-01     Sweden   76708.548  NYGDPMKTPSAKD   8718561   SP.POP.TOTL\n",
+      "28  1993-07-01  Australia  166203.179  NYGDPMKTPSAKD   8718561   SP.POP.TOTL\n",
+      "29  1993-07-01     Sweden   77662.018  NYGDPMKTPSAKD   8718561   SP.POP.TOTL\n",
+      "30  1993-09-01  Australia  169279.348  NYGDPMKTPSAKD   8718561   SP.POP.TOTL\n",
+      "31  1993-09-01     Sweden   77703.304  NYGDPMKTPSAKD   8718561   SP.POP.TOTL\n"
+     ]
+    }
+   ],
+   "execution_count": 50
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Perform the same merge of gdp and pop, but join on country and date (reverse of step 1) with the fill feature, saving this as date_ctry.",
+   "id": "fa351d9c97ef689d"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": [
+    "# Merge gdp and pop on country and date with fill\n",
+    "date_ctry = pd.merge_ordered(gdp, pop, on=['country', 'date'], fill_method='ffill')\n",
+    "\n",
+    "# Print date_ctry\n",
+    "print(date_ctry)"
+   ],
+   "id": "f3d523892de5a127"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### When to use merge_asof()\n",
+    "- Data sampled from a process\n",
+    "- Developing a training set (no data leakage)"
+   ],
+   "id": "cf24c6e400e1148f"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Using merge_asof() to study stocks\n",
+    "You have a feed of stock market prices that you record. You attempt to track the price every five minutes. Still, due to some network latency, the prices you record are roughly every 5 minutes. You pull your price logs for three banks, JP Morgan (JPM), Wells Fargo (WFC), and Bank Of America (BAC). You want to know how the price change of the two other banks compare to JP Morgan. Therefore, you will need to merge these three logs into one table. Afterward, you will use the pandas .diff() method to compute the price change over time. Finally, plot the price changes so you can review your analysis.\n",
+    "\n",
+    "The three log files have been loaded for you as tables named jpm, wells, and bac.\n",
+    "### Instructions\n",
+    "- Use merge_asof() to merge jpm (left table) and wells together on the date_time column, where the rows with the nearest times are matched, and with suffixes=('', '_wells'). Save to jpm_wells.\n",
+    "- Use merge_asof() to merge jpm_wells (left table) and bac together on the date_time column, where the rows with the closest times are matched, and with suffixes=('_jpm', '_bac'). Save to jpm_wells_bac.\n",
+    "- Plot the close prices of close_jpm, close_wells, and close_bac from price_diffs."
+   ],
+   "id": "373947141cbffa62"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T23:22:01.904431Z",
+     "start_time": "2025-08-14T23:22:01.814608Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the jpm, wells, and bac DataFrames\n",
+    "jpm = pd.read_csv('../data/jpm.csv')\n",
+    "wells = pd.read_csv('../data/wells.csv')\n",
+    "bac = pd.read_csv('../data/bac.csv')\n",
+    "\n",
+    "# Convert date_time columns to datetime objects\n",
+    "jpm['date_time'] = pd.to_datetime(jpm['date_time'])\n",
+    "wells['date_time'] = pd.to_datetime(wells['date_time'])\n",
+    "bac['date_time'] = pd.to_datetime(bac['date_time'])\n",
+    "\n",
+    "# Use merge_asof() to merge jpm and wells\n",
+    "jpm_wells = pd.merge_asof(jpm, wells, on='date_time', suffixes=('', '_wells'), direction='nearest')\n",
+    "\n",
+    "# Use merge_asof() to merge jpm_wells and bac\n",
+    "jpm_wells_bac = pd.merge_asof(jpm_wells, bac, on='date_time', suffixes=('_jpm', '_bac'), direction='nearest')\n",
+    "\n",
+    "# Compute price differences\n",
+    "price_diffs = jpm_wells_bac.diff()\n",
+    "\n",
+    "# Plot the price changes using the y argument to specify columns\n",
+    "price_diffs.plot(y=['close_jpm', 'close_wells', 'close_bac'], title='Price Changes of Banks')\n",
+    "plt.show()"
+   ],
+   "id": "e9618e46f7f4b4fa",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 72
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Using merge_asof() to create dataset\n",
+    "The merge_asof() function can be used to create datasets where you have a table of start and stop dates, and you want to use them to create a flag in another table. You have been given gdp, which is a table of quarterly GDP values of the US during the 1980s. Additionally, the table recession has been given to you. It holds the starting date of every US recession since 1980, and the date when the recession was declared to be over. Use merge_asof() to merge the tables and create a status flag if a quarter was during a recession. Finally, to check your work, plot the data in a bar chart.\n",
+    "\n",
+    "The tables gdp and recession have been loaded for you.\n",
+    "### Instructions\n",
+    "- Using merge_asof(), merge gdp and recession on date, with gdp as the left table. Save to the variable gdp_recession.\n",
+    "- Create a list using a list comprehension and a conditional expression, named is_recession, where for each row if the gdp_recession['econ_status'] value is equal to 'recession' then enter 'r' else 'g'.\n",
+    "- Using gdp_recession, plot a bar chart of gdp versus date, setting the color argument equal to is_recession."
+   ],
+   "id": "51afdb947577afea"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-14T23:38:25.412876Z",
+     "start_time": "2025-08-14T23:38:25.271994Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the gdp and recession DataFrames\n",
+    "gdp = pd.read_csv('../data/gdp_r.csv')\n",
+    "recession = pd.read_csv('../data/recession.csv')\n",
+    "\n",
+    "# Convert date_time columns to datetime objects\n",
+    "gdp['date'] = pd.to_datetime(gdp['date'])\n",
+    "recession['date'] = pd.to_datetime(recession['date'])\n",
+    "\n",
+    "# Merge gdp and recession on date using merge_asof()\n",
+    "gdp_recession = pd.merge_asof(gdp, recession, on='date')\n",
+    "\n",
+    "# Create a list based on the row value of gdp_recession['econ_status']\n",
+    "is_recession = ['r' if s == 'recession' else 'g' for s in gdp_recession['econ_status']]\n",
+    "\n",
+    "# Plot a bar chart of gdp_recession\n",
+    "gdp_recession.plot(kind='bar', x='date', y='gdp', color=is_recession, title='GDP during Recessions', rot=90)\n",
+    "plt.show()"
+   ],
+   "id": "7657b06dc6feec71",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "# Selecting Data with .query()\n",
+    "## Subsetting rows with .query()\n",
+    "In this exercise, you will revisit GDP and population data for Australia and Sweden from the World Bank and expand on it using the .query() method. You'll merge the two tables and compute the GDP per capita. Afterwards, you'll use the .query() method to sub-select the rows and create a plot. Recall that you will need to merge on multiple columns in the proper order.\n",
+    "\n",
+    "The tables gdp and pop have been loaded for you.\n",
+    "### Instructions\n",
+    "- Use merge_ordered() on gdp and pop on columns country and date with the fill feature, save to gdp_pop and print."
+   ],
+   "id": "55e6feabdbac89c9"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T07:00:26.586336Z",
+     "start_time": "2025-08-15T07:00:26.570931Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the gdp and pop DataFrames\n",
+    "gdp = pd.read_csv('../data/gdp_pop.csv')\n",
+    "pop = pd.read_csv('../data/pop.csv')\n",
+    "# Merge gdp and pop on date and country with fill\n",
+    "gdp_pop = pd.merge_ordered(gdp, pop, on=['country', 'date'], fill_method='ffill')"
+   ],
+   "id": "3871c4a5c003b1b9",
+   "outputs": [],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Add a column named gdp_per_capita to gdp_pop that divides gdp by pop",
+   "id": "8374a2b2d75c4707"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T07:04:20.940628Z",
+     "start_time": "2025-08-15T07:04:20.936959Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Add a column named gdp_per_capita to gdp_pop that divides the gdp by pop\n",
+    "gdp_pop['gdp_per_capita'] = gdp_pop['gdp'] / gdp_pop['pop']"
+   ],
+   "id": "9fa97d945fc1762e",
+   "outputs": [],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Pivot gdp_pop so values='gdp_per_capita', index='date', and columns='country', save as gdp_pivot.",
+   "id": "68faa0de2577ee32"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T07:04:23.154991Z",
+     "start_time": "2025-08-15T07:04:23.140206Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Pivot table of gdp_per_capita, where index is date and columns is country\n",
+    "gdp_pivot = gdp_pop.pivot_table('gdp_per_capita', index='date', columns='country')"
+   ],
+   "id": "bf4bb79b52ebed5c",
+   "outputs": [],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "- Use .query() to select rows from gdp_pivot where date is greater than equal to \"1991-01-01\". Save as recent_gdp_pop.",
+   "id": "cfd6309dc9a0779a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T07:05:53.535804Z",
+     "start_time": "2025-08-15T07:05:53.445909Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Select dates equal to or greater than 1991-01-01\n",
+    "recent_gdp_pop = gdp_pivot.query('date >= \"1991-01-01\"')\n",
+    "\n",
+    "# Plot recent_gdp_pop\n",
+    "recent_gdp_pop.plot(rot=90)\n",
+    "plt.show()"
+   ],
+   "id": "8e4555d5a7d37e99",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 7
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "# Reshaping data with .melt()\n",
+    "## Using .melt() to reshape government data\n",
+    "The US Bureau of Labor Statistics (BLS) often provides data series in an easy-to-read format - it has a separate column for each month, and each year is a different row. Unfortunately, this wide format makes it difficult to plot this information over time. In this exercise, you will reshape a table of US unemployment rate data from the BLS into a form you can plot using .melt(). You will need to add a date column to the table and sort by it to plot the data correctly.\n",
+    "\n",
+    "The unemployment rate data has been loaded for you in a table called ur_wide. You are encouraged to explore this table before beginning the exercise.\n",
+    "### Instructions\n",
+    "- Use .melt() to unpivot all of the columns of ur_wide except year and ensure that the columns with the months and values are named month and unempl_rate, respectively. Save the result as ur_tall.\n",
+    "- Add a column to ur_tall named date which combines the year and month columns as year-month format into a larger string, and converts it to a date data type.\n",
+    "- Sort ur_tall by date and save as ur_sorted.\n",
+    "- Using ur_sorted, plot unempl_rate on the y-axis and date on the x-axis."
+   ],
+   "id": "2ddaf7fe798c7d77"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T07:23:59.352833Z",
+     "start_time": "2025-08-15T07:23:59.338168Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the ur_wide DataFrame\n",
+    "ur_wide = pd.read_csv('../data/ur_wide.csv')"
+   ],
+   "id": "9b22c60e105baf26",
+   "outputs": [],
+   "execution_count": 8
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T07:27:14.238956Z",
+     "start_time": "2025-08-15T07:27:14.020370Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# unpivot everything besides the year column\n",
+    "ur_tall = ur_wide.melt(id_vars='year', var_name='month', value_name='unempl_rate')\n",
+    "\n",
+    "\n",
+    "# Create a date column using the month and year columns of ur_tall\n",
+    "ur_tall['date'] = pd.to_datetime(ur_tall['year'].astype(str) + '-' + ur_tall['month'], format='%Y-%b')\n",
+    "\n",
+    "# Sort ur_tall by date in ascending order\n",
+    "ur_sorted = ur_tall.sort_values(by='date')\n",
+    "\n",
+    "# Plot the unempl_rate by date\n",
+    "ur_sorted.plot(x='date', y='unempl_rate', kind='line', title='US Unemployment Rate Over Time')\n",
+    "plt.show()"
+   ],
+   "id": "e27e5787f74c138f",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ],
+      "image/png": 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u7u6iO+7o0aMlN2/erHVM+a620u6tc+bMkXh7e0vMzMxEF+HPPvtMoSujvE8//VScb8GCBbXuk74O/Pj6vG7SrpOnT5+utT93p+SuptzFt1WrVpLp06dLzpw5c9/XR/p6yjt27Jjofsvdeu/X7bauWKUGDhwosbe3l3Ul/vnnn8VrJv3c8HNSFkNUVJSkf//+4r3h++S7kKakpEhmzpwp8fX1Fe+Bp6enZMiQIZIVK1ZI6oO7fX/11VfiOfJrYm1tLf5PLFmyRHT9rUufPn1ELDNmzKhzH46Bj8tx29nZSTp27Ch5/fXXRRdkKf5M8eetMRrT1bbm56Wh/4fq85xAfxnxP8qSEgBQHe6pwKUX/MtNE7/a+NfhnDlzRElJzV4HAADahjYfAAaGf0/wcN5cfI3EAwB0Edp8ABgIbtS7detW0Tbh4sWLoi0BAIAuQvIBYCC41wU3qOQRVrkRLzfMBQDQRWjzAQAAABqFNh8AAACgUUg+AAAAoHm3+eARLBMTE8VwxqoachkAAADUi1tx8AjOPECfsgkedTr54MSj5vwdAAAAoB94vq2aUwXofPIhnTiLg685NTcAAADoptzcXFF4ID8Bpt4kH9KqFk48kHwAAADol/o0mUCDUwAAANAoJB8AAACgUUg+AAAAQKN0rs0HAABoX0VFBZWVlWk7DNAx5ubm9+1Gq5bk49ChQ/TZZ5/R2bNnKSkpiTZv3kzjxo1T6Oc7f/58+vHHHyk7O5v69OlDy5cvp9atWzc5WAAAUC/+Dk9OThbf3wA1ceIRGBgokhCNJh88c2ZoaCg9/fTTNGHChFr3f/rpp7Rs2TL69ddfRYDvvvsujRgxgq5cuUKWlpZNChYAANRLmni4u7uTtbU1BnuEWoOAcsGDn59fkz4bDU4+Ro0aJZa6MuYlS5bQO++8Q2PHjhXbfvvtN/Lw8KAtW7bQ5MmTGx0oAACov6pFmni4uLhoOxzQQW5ubiIBKS8vJzMzM91ocBoXFyey5qFDh8q2OTg4UI8ePej48eOqPBUAAKiYtI0Hl3gAKCOtbuFEVWcanHLiwbikQx7/Lb2vppKSErHIj5AGAADag6oWUPdnQ+tdbRcuXChKR6QL5nUBAAAwbCpNPjw9PcVtSkqKwnb+W3pfTfPmzaOcnBzZwnO6AAAANAe//PILOTo6UnOj0uSDe7dwkrF3716FapSTJ09Sr169lD7GwsJCNo8L5nMBAABQrfj4eFFdcv78edIVDW7zkZ+fT9HR0QqNTPkJOTs7i643r7zyCn388cdiXA9pV1tvb2+FsUCaorC0nDILSmV/mxgbkae9JeooAQCgWSktLW3yeBt6U/Jx5swZCg8PFwt79dVXxfp7770n/n799dfp5Zdfpueee466desmkpWdO3eqZIyP25mF1HfxfoWl18J99P7Wy00+NgAA6KeAgAAxzIO8sLAwev/998U6/zj96aefaPz48aInD/843rp1q8L+ly5dEsNI2Nraik4STzzxBKWnp8vuHzhwoLi28Q9sJycnsQ8PpsljXz311FNiGvmgoCDasWOH7DEHDhwQ596+fTt16tRJXAd79uwpztUY/Hz4efFz4R/30usqX2P79u0rqm+4i/SDDz5IMTExssfxvoyv1RwPPxcpPlbbtm3FsUJCQui7774jnUw+OGgez6PmwvVWjJ/Yhx9+KHq3FBcX0549e6hNmzZNDrS8opJmr48QpR6mxkZkYWpM5qZV4W+7kCRiAAAA1eHvVS5t1sai6u/0Dz74gCZNmkQXLlygBx54gKZOnUqZmZniPh7bZPDgweLizD+w+WLObRV5f3k8eKarqyudOnVKJCIvvvgiTZw4kXr37k3nzp2j4cOHi6SlsLBQ4XFz586lL774gk6fPi3GyRgzZkyjh67nmoeNGzfSpk2bZNUonABxQQDHzs0eeBRSTrR4UDDG8TK+HvMAYfxYtmbNGlFw8Mknn9DVq1dpwYIForaCn6e66c3cLsv23qBzt7LJzsKU/p3dj3ydram0vJI6vr+LMgpKKSatgILcbbUdJgCAwSgqq6B27+3SyrmvfDiCrM1Vd4maPn06TZkyRazzRZZH4uaL8siRI+mbb74RiQdvl1q5cqXofXn9+nXZD2ge3ZsH0ZR2lli0aJFIRp599lmxjS/kPJ0IJzhcwiHFU44MGzZMrPOF3cfHR0xNUjO5qW9VCw/eyUmM1MMPP6ywD8fO9/PI4h06dJDty6Ui8p0/OC5OiqSjlXMJCT/mhx9+oGnTppE6ab2rbX2cjM2gb/ZXtTP5ZEJHkXgwLvkI96tqJXw6viqDBQAAqImrPaRsbGxE54bU1FTxd2RkJO3fv19UuUgXroJg8tUX8scwMTERF/OOHTvKtknHuJIeV0q+wwW3jwwODhYlDY3h7++vkHiwGzduiMSqZcuW4nlxNRS7detWncfh0hJ+bs8884zC8+Y2m/LPudmWfOQUltGcP85TpYTokS4+9FCot8L93QOc6URsJp2Ky6Qp3f20FicAgKGxMjMRJRDaOnd9cTVDzWqamtUaNYcC5yYC0moJbpvIVSGLFy+udWwvL697HkN+m7Tjg/S46mBjY1NrG8fOSQm3QeEOHnx+LvHgUpK68HNm/BgehVweJ1bNNvkY/tVBMrW0ocLSCtHOI8DFmt5/qH2t/boH8vwD0SL5UKefDsfSvqhUWvFkV7K10NmXDQBAZfhiqsqqD3XhkgBuyyA/xAP3xKyvzp07i3YUXGJgaqr653vixAnRG5RlZWWJqhxu5KkKGRkZdO3aNZFE9OvXT2w7cuTIfYdE51IaTlRiY2NF+xdN09lql8TsYkrIKhKJB1evLJsSrvSiz9Uu3N32TnYRJWQpNvJRpe8PxtCxmAw6Gn239TMAAGgfNxb9/fff6fDhw3Tx4kXRXqEhv95nzpwpGp9y1QU3CuVqh127doleLE2dw4RxJwxuCMq9XLjtiaurq8qGn+CeN1z9s2LFCtEYdd++faLxqTyeKNDKykrWkJYH9JQ2wuVRxrn9CydE/NqtWrWKvvzyS2q2yceaGd1p80u9xXJw7kDq5KN8BDgbC1Pq0MJBre0+0vJKKD2/qvjqZkaBWs4BAACNw40/BwwYILqYjh49WlzYW7VqVe/HcwnA0aNHRaLBPVa4HQd3qeWuq1yl01TcMHX27NnUpUsX0RP0n3/+Udn4HBzf+vXr6ezZs6KqZc6cOfTZZ58p7MOlOZxgcENSfq7SWednzJghutpywsHPmV9D7rkq7ZqrTkYSHeujysVlPMcLZ2b1He30k+1X6MfDcaLNx8IJdxv/qMqh62n05MqqrkrqOgcAgLbx8AhcXSE/hgQ0Ho/zMWjQIFHVYihDqBff4zPSkOu3zpZ8NERVuw+iU3EZajl+VPLdmXbj01HyAQAA0BQGkXx0C3AStzzWR3p+icqPH5WUJ1uPR7ULAACoQfv27RW6vcovPCCYIdH9Zsz14GhtTsEednQtJY/OxGfSyA53u0apwtXku8lHUk4xFZVWkJW5+rsiAQCA/pKOCF5f//77b50jn0rHEDEUBpF8sO6BziL5OBWXpdLko6yikqJTq5IP7lVTUSmhm5kFFOKJ2XcBAEB1/P39qbkwiGoX1i3QWdyeildtu4/YtAIqq5CIYd3beVUlHGj3AQAA0HgGk3zwSKfsSmIu5RU3bsIeZa4mVTU2DfGyo0DXqpHl4tLVN54IAIC2qXOETtBvquogazDVLp4OluTnbE23Mgvp7M0sGhjsrpLjXq3u6cLVLE42Vf2yUfIBAIaIx57gcSMSExPFqKH8t3TIcACJREJpaWm1hpVv1smHtN0HJx88Cqmqkg9pTxcu+bCubmQahx4vAGCAOPHg8Rt4qHJOQABq4sSDZ+Vt6vwvBpV8DG3rTn+dTaB/IpPozVFtRQNRVY3xwSUf0sOh5AMADBWXdvA8JOXl5SoZWhwMi5mZmUomnjOo5GNQiDvZW5pScm4xnYzNoN5Brk06Hs8rk5JbNW5IsKcdlVdU1YOm5pVQYWm5Xky4BADQUNJi9aYWrQMYfINTZmFqQqM7eYv1TRF3VFbqwW1JeFI7Hk/E0brqP2M8Gp0CAAA0ikElH2x8eAtxu/NSshgM7F7yS8rFTLjSJSmnSKElr6y9h6edbFuAS1WPF4x0CgAA0DgGV2/Q1d+JWjha0Z3sItpzNYXGhFaVhNR0PSWPHv7uGOWVlCtsf6yHHy0Y37FGN9u7A4pxd9vzt7MpDu0+AAAAGsXgSj6MjY1oXHhVwrG5jqqX4rIKenlthEg8TI2NyMLUWCxs7clbtO1CVSvvqOph1dt5KSn5QPIBAADQKAaXfMhXvRy8nkYZSiaaW/jvVTEUu6utBR2fN4SufTxKLC8PDhL3z9t0kW5mFIjSESY/lHqAq7W4RbULAABA4xhk8hHkbkcdWziIeVi2XUhSuG/PlRT69fhNsf75xE7kZmchu2/2kNbU2c+R8orLadrKU1RSXklWZiaiwakURjkFAABoGoNMPti46tIP+V4vKbnFNPevSLH+TN/AWgORmZoY09LJ4WIel/iMQlkXW67KkQqoTj7S80tUOow7AABAc2GwycdDod5ikLHI29nUZ9E+6rt4H41YcoiyCsvEBHGvjwxW+jhfZ2v6eHwH2d9t5dp7MHtLM3KpHmb9ZnWCAgAAAPVnsMkHV6eMaO8h1rnnS0JWEWUXlpGNuQktmxIuxgSpy9iwFjS5m69Y79fardb90tIP9HgBAABoOIPraivvq0fD6IUBeaLth1QLJytyt7O872MXTuhILw9pTd4OtfflHi88eR16vAAAADScQScfXLrRycex0cML83ghygTKeryg2gUAAKChDLbaRZ2k1S7obgsAANBwSD4aAQONAQAANB6Sj0aWfHDv24yCUjEYGQAAANQfko9G4Blu+wS5ivUtEVVDsQMAAED9IPlopHFhVYOYbTl/R2EmXAAAALg3JB+NNLKDpxh6ncf6iEzI0XY4AAAAegPJRyPZWJjS8OpBzLbUMXsuAAAA1IbkQwXzx/wTmUhlFZXaDgcAAEAvIPlogn5BruRqay56vRy+kabtcAAAAPQCko8m4Flwx4R6i/XN6PUCAABQL0g+mmh8ddXLf5eTKa+4TNvhAAAA6DwkH03UsYUDtXSzoZLyStp5KblejymvqKTisoo67y8oKadKucnwAAAADAmSjybiCegmVJd+rD55S2EGXWU46Xjk++PUY8Feik7Nq3U/tx0J/2g3vbw+AuOHAACAQULyoQKPdPElG3MTirydTd/tj77nvot3RtH529mUU1RGL687r1ACkp5fQnP+iKTS8krafiGJVp+4qYHoAQAADCD5yMvLo1deeYX8/f3JysqKevfuTadPnyZD5elgSR+O7SDWl+y9QWdvZindb39UKq06Gi/W7SxM6WpSrkhGGFezvLYhUiQgdpamYtvH26/SteTapSMAAAD6TC3Jx4wZM2j37t30+++/08WLF2n48OE0dOhQunPHcAfjmtC5BY0N8xbVLrPXR1BujcanqbnFIrlg03sH0NIpYWKdkxFOSn45Fk8HrqWRuakx/fl8LxoY7CbakcxaF3HP9iEAAADU3JOPoqIi2rhxI3366afUv39/CgoKovfff1/cLl++nAy57cdH4zqQj5MVJWQV0TubL8nabHCpxv9tiBTjgbT1sqc3R4XQ4BAPkYSwV/88T4t2VJWAvDO6rdjn84mh5GprQddS8mjBv1e1+twAAABUqap8X4XKy8upoqKCLC0tFbZz9cuRI0dq7V9SUiIWqdzcXNJX9pZmtHRyOE364ThtjUwU1S9GRty7RULJucVkaWZMyyaHkaWZidifk5ATsRkUVV21MrStOz3R01+sc+LxxaRQmrbyFP12/CbtvZoqjqVMOy97+nZqZzIzQRMeAADQfSq/WtnZ2VGvXr3oo48+osTERJGIrF69mo4fP05JSUm19l+4cCE5ODjIFl9fX9JnXfyd6NVhbcT6newiUQrCiQebP6Y9tfawk+3LScjXU8LJ1sKUvB0s6dNHQkUJitSANm70fP+WCsdStvx3JQUjrAIAgN4wkqihP2dMTAw9/fTTdOjQITIxMaHOnTtTmzZt6OzZs3T16tX7lnxwApKTk0P29vakj/gl5eqSotK7bTXsLM0oyN1W6f7cyJRLLRyszJQe60pSrugBo8zqE7do47kEerCTF33zWGcVPgsAAID64+s3FyLU5/qt8moX1qpVKzp48CAVFBSIYLy8vOjRRx+lli2rfsXLs7CwEIsh4dKLEM/6J05cxXKvY7X3dqjzflNjY5F87L6SIkZY5SQHAABAl6m1kYCNjY1IPLKysmjXrl00duxYdZ6uWerQwp5aNXCEVQAAAINLPjjR2LlzJ8XFxYkut4MGDaKQkBB66qmn1HG6Zk2MsNrZR6xvjjDcrswAAGA41JJ8cH3PzJkzRcLx5JNPUt++fUVCYmaGKgF1eKh6Zt3jsRmUlFOk7XAAAAA03+Zj0qRJYgHN8HW2pu4BznQqPpO2nk+k5we00nZIAAAAdcLAEAZifOeqye1Q9QIAALoOyYeBeKCDF5mbGIsBy3jOGAAAAF2F5MNAOFib0eAQd7G+BaUfAACgw5B8GJBx4VVVL1vO3xET3AEAAOgiJB8GZFCImxglNSW3RMwZAwAAoIuQfBgQC1MTGt3JS6yj4SkAAOgqJB8GZnx11cuOi0kKc8sAAADoCiQfBqarvxP5OFlRQWkF7b6aou1wAAAAakHyYYDDrUtLP9DrBQAAdBGSDwPu9XLwehql55doOxwAAAAFSD4MUCs3Wwr1cRDdbbdFJmo7HAAAAAVIPgy89GPzeSQfAACgW5B8GKgxod5kYmxEkbezKSYtX9vhAAAAyCD5MFCuthbUv7WrWN9wJkHb4QAAAMgg+TBgk7r6itufj8TSpTs52g4HAABAQPJhwEZ28KTh7TyorEJCs9ZHUGFpubZDAgAAQPJh6GN+LH64E3naW1JsWgF9sPWKtkMCAABA8mHonGzM6ctHQ8nIiOiPM7dp+4UkbYcEAADNHJKPZqB3K1d6cUArsT5v0wW6k12k7ZAAAKAZQ/LRTMwZ1oZCfR0pt7icfjwUq+1wAACgGUPy0UyYmRjT7CFBYn3bhUQqr6jUdkgAANBMIfloRvq1diMXG3NKzy+lw9Hp2g4HAACaKSQfzaz0g0c+ZZjxFgAAtAXJRzOd82XX5WTKL8G4HwAAoHlIPpoZnu22pasNFZdV0q5LydoOBwAAmiEkH81w4DHZjLeoegEAAC1A8tEMjQurSj6OxqRTSm6xtsMBAIBmBslHM+TnYk1d/Z1IIiHaej5R2+EAAEAzg+SjmZJWvWw8l0AJWYWypbisQtuhAQCAgTOSSPj3r+7Izc0lBwcHysnJIXt7e22HY7CyC0up2yd7xIy38rwdLOmfl/uSi62F1mIDAAD905DrN0o+milHa3N6um8gWZoZk4Vp1WJibESJOcU0968LpGM5KQAAGBCUfIDM1aRcGvvtUSotr6T3x7Sj6X0CtR0SAADoCZR8QKO09bKnt0aFiPUFO6JEMgIAAKBqSD5AwbTeATQ4xF2Ufry8LoKKStEAFQAAVAvVLlBLRn4JjVx6mNLySsjV1pwszUwadZxeLV1o8cOdyNjYSOUxAgCAbmnI9dtUY1GB3uCeLl9NCqNpq06JGXAba8PZBApyt6XnB7RSaXwAAKDfUPIBdbqdWUjp+SWNeuyJ2ExavDOKTI2NaNNLvamTj6PK4wMAAN2Bkg9QCV9na7E0RpivI11IyKYdl5Jp9vrztO3lvmRjgY8bAACgwSmocQK7hRM6kpeDJcWlF9D8rZe1HRIAAOgIJB+g1oHMljwaRtze9K+zCfRPJOaRAQAAJB+gZj1autDMQUFiffmBGG2HAwAAhph8VFRU0LvvvkuBgYFkZWVFrVq1oo8++gjDdTdjT/TyF7dXk3Mpp6hM2+EAAICWqbwF4OLFi2n58uX066+/Uvv27enMmTP01FNPiRaws2bNUvXpQA+421lSoKuNaPtx9mYmDQ7x0HZIAABgSMnHsWPHaOzYsTR69Gjxd0BAAK1bt45OnTql6lOBHuke4CySj1NxWUg+AACaOZVXu/Tu3Zv27t1L169fF39HRkbSkSNHaNSoUao+FeiRboHO4vZUXEaTjsPVd8ei0ymnENU3AAD6SuUlH2+++aYYaCQkJIRMTExEG5BPPvmEpk6dqnT/kpISsUjxY8Hw9KhOPi7eyRHzxViZN27I9q92X6dl+6JpXJg3LZkcruIoAQBAL0s+/vzzT1qzZg2tXbuWzp07J9p+fP755+JWmYULF4r2INLF19dX1SGBDvBxsiJPe0sqq5BQxO2sRh3jRGwGfb0/WqwfupGORswAAHpK5cnH3LlzRenH5MmTqWPHjvTEE0/QnDlzRJKhzLx588RQrNLl9u3bqg4JdGTQse7VpR+n4xqefGQXltKcP86TNN/ILCilmLR8VYcJAAD6mHwUFhaSsbHiYbn6pbKyUun+FhYWYgx4+QUMvN1HfMPafXAJx5sbL1JSTrHoNRPuVzVPzMm4TLXECQAAepZ8jBkzRrTx2L59O8XHx9PmzZvpyy+/pPHjx6v6VKCn7T7O3cymsgrlyagy607dpp2Xk8nMxIiWTQ6n/q3dxPbTSD4AAPSSyhucfv3112KQsZdeeolSU1PJ29ubnn/+eXrvvfdUfSrQM0FutuRobUbZhWV06U4Ohfs53fcxqbnF9OG2qnlhXhseTB19HCivuKqnyykkHwAAeknlJR92dna0ZMkSunnzJhUVFVFMTAx9/PHHZG5urupTgZ4xNjaibgHV7T7i65c4bDl/h4rLKqmTjwM926+l2MZJi6mxESXmFFNCVqFaYwYAANXD3C6g8cHGGlJqsTmiajK6R7v5iuSFcTddLgFpyHEAAEB3IPkAjZL1eInPosrKe3eVjUrOpatJuaKtx+iOXk1KYgAAQHcg+QCNau9tT9bmJmKCueupeffcd3PEHXE7KNidHK3NlSYxp+pZfQMAAAbc4BTgXkxNjKmLvxMdvpFOU388KRvp1MnanL55LJz8XWzE31wq8nd1lcuEzi1qHaervzMZGRHFphVQWl4JudlZaPiZAABAY6HkAzRuWLuqieUyCkopIatILDzs+svrIqi0vKoL7om4DErOLSZ7S1MaGOxe6xgO1mYU7GEn1s+g9AMAQK+g5AM07ome/tQj0IUKS8vF3zzXy4trztGFhBz6Yvc1mjeqLW0+V1XlMrqTF1maKZ8HhqteopLzxGBjo2q0CQEAAN2Fkg/QylDrwZ52osssL72DXGnxw53EfT8cjKU9V1Jox6Vk8ff4cJ96NF5FyQcAgD5B8gE6YWQHT3qsh59Yf3HNWcovKacWjlbU1b/ugcikPV6uJOVSbvXAYwAAoPuQfIDOeHd0OwpytxUz37Jx4d6ysT2Ucbe3pAAXazHZ3NmbjZspFwAANA/JB+gM7vnCc7eYmxiLniz3qnKpWfWyPypVAxECAIAqIPkAndLO257+fKEX/fZ0d1EKcj/ShqbbLiQ1aLI6AADQHiQfoHPCfB2pX/XMtffTL8iVXG3NKbOglA7fSFN7bAAA0HRIPkDvBy0bE+ot1jdVd88FAADdhuQD9N748KoRUHdfSaG8Gr1eriXniTliAABAdyD5AL3XsYUDtXKzoZLyStpZPT4Iu5KYS2O+OUJjvj5CFxNytBojAADcheQDDGLQMmnph3QyOh41ddb6quHauesurxeUVI2oCgAA2oXkAwzC2LCq5ON4bAYl5RTRR9uvUHRqPrnbWZCnvSXFpRfQB/9c1naYAACA5AMMha+ztRjxlAccm7vhAq09eUuMFfLlpDD66tEwsf7nmQTadqFqplwAANAeJB9gMMZVV70ciU4Xt8/1b0l9W7tSr1YuNHNgkNg2b9NF0f4jIatQLKl5xVqNGQCgOTKSSPi3ou7Izc0lBwcHysnJIXt7e22HA3okp7CMun2yh0orKqmTjwP99UJvMjetyq95ALJJPxyniFvZtR73+shgeqk6OQEAAPVfv1HyAQbDwdpMlHYEe9hVDdNenXgwMxNjsY3ngrEwNRYLD+POfjt2kyoqdSoHBwAwaCj5gGarpLyCun28h3KLy2ntjB7UO8hV2yEBAOgtlHwA1IOFqQmN7uSt0EUXAADUD8kHNGvS8UF2XEoWY4MAAID6IfmAZq2rvxP5OFlRfkk57bmaou1wAACaBSQf0KwZGxvRuOoByrag6gUAQCOQfECzJx0f5OD1NMrIL9F2OAAABg/JBzR7Qe62YlyQ8koJbbuQpO1wAAAMHpIPAC79qK562YSqFwAAtUPyAUBEY0K9ycTYiCJvZ1NMWr62wwEAMGhIPgCIyM3Ogvq3rhpk7ONtV0jHxt4DADAoSD4Aqr0xKkQMyb7/Whr9cixe2+EAABgsJB8A1UI87entB9qK9YX/RtGVxFxthwQAYJCQfADIebKXPw1t6y5mxp21PgKjngIAqIGpOg4KoK+MjIzo00dCaeSSQxSdmk+v/RVJg4Ldle7Lk+L2a+1GrrYWGo8TAECfYVZbACWORqfT4z+fpPv97+jX2pV+f6aHpsICANBZDbl+o+QDQIk+Qa60YHxH2nkpWen95ZWVdDQ6g07GZlJxWQVZmploPEYAAH2F5AOgDlO6+4lFGS4w7PbJXkrPL6ELCTnUPdBZ4/EBAOgrNDgFaGTbkO6BTmL9VFyGtsMBANArSD4AGql7QFVpx6n4LG2HAgCgV5B8ADRS90AXcXs2PpPKKyq1HQ4AgN5A8gHQSMGedmRnaUoFpRV0NSlP2+EAADTf5CMgIEDUh9dcZs6cqepTAWgVT0TXrbrq5STafQAAaC/5OH36NCUlJcmW3bt3i+0TJ05U9akAtE6afJyKy9R2KAAAzberrZubm8LfixYtolatWtGAAQNUfSoArZN2sT0dnym633IpHwAAaLHNR2lpKa1evZqefvrpOr+US0pKxKho8guAvujYwoEszYwpq7BMDMcOAABaTj62bNlC2dnZNH369Dr3WbhwoRiOVbr4+vqqMyQAlTI3NaZw3+rxPuJR9QIAoPXk4+eff6ZRo0aRt7d3nfvMmzdPjAMvXW7fvq3OkADUVvWCdh8AAFoeXv3mzZu0Z88e2rRp0z33s7CwEAuAISQfaPcBAKDFko9Vq1aRu7s7jR49Wl2nANAJ4X6OZGpsREk5xZSQVaTtcAAAmmfyUVlZKZKPadOmkakp5q4Dw2ZtbkodfRxkvV4AAEALyQdXt9y6dUv0cgFoTlUv+6JStR0KAEDzTD6GDx8u6r7btGmjjsMD6JwHOniJ291XUiivuEzb4QAA6DTM7QKgAp18HKilqw2VlFfSrssp2g4HAECnIfkAUAHu4TI+vIVY3xJxR9vhAADoNCQfACoyNqwq+Tgak07JOcXaDgcAQGch+QBQET8Xa+rq70QSCdHWSJR+AADUBckHgAqNq6562RyRqO1QAAB0FpIPABV6sJMXmZkY0dWkXIpKxiSJAADKIPkAUCFHa3MaFOwu1jej4SkAgFJIPgBUTNrr5e+IRKqslCjdp6CknBKyCmVLSi4aqAJA84GxzwFUbFCIO9lbmlJybjH9dyWFRnbwVLg/OjWfxn93lPKKyxW2/29QEL02IljD0QIAaB5KPgBUzNLMhKb08BPr72y5SGl5JbL7SsoraNa6CJF48GR0FqbGoo0IO3g9TWsxAwBoEpIPADWYM7QNhXjaUXp+Kf3fhkhZ9cunO6/RlaRccrI2o6NvDqZrH4+i7bP6ifvi0wvEtAQAAIYOyQeAmko/vp4SLko2Dl1Po5VH4+jAtVT6+UicuP+zR0LJw95SrPs5W5OREVFeSTllFJRqOXIAAPVD8gGgJq097OjdB9uJ9cU7o+jVPyPF+pO9/GloOw+FRMXbwUpW+gEAYOiQfACo0dQefjS8nQeVVUgos6CUgj3s6K0H2tbaL8DVWtzGZxRqIUoAAM1C8gGg5gnnFj/ciVo4WpG1uQktmxIuSjpq8nexEbco+QCA5gBdbQHUzMnGnHa80o9KyyvJ1dZC6T6B1clHXAaSDwAwfEg+ADTA3tLsnvcHuKLkAwCaD1S7AOiAQGmbD3S3BYBmAMkHgA7wdbYmYyOigtIKSsu/OygZAIAhQvIBoAMsTE3I21Ha3RY9XgDAsCH5ANARgWj3AQDNBJIPAB0RgB4vANBMIPkA0BHo8QIAzQWSDwAd6/ESh+QDAAwckg8AHat2uZlRiO62AGDQkHwA6AgfJ2syMTaiorIKSslFd1sAMFxIPgB0hLmpsZgDhsWj0SkAGDAkHwA6BI1OAaA5QPIBoEMCXaobncqVfFRWSqi4rEKLUQEAqBaSDwAdLvmoqJTQjN/OUPiHuykmLV/L0QEAqAaSDwCdTD6qhlj//mAM7YtKFY1Q15+6peXoAABUA8kHgA4JrO5uyw1Oz93Koi93X5fd9/f5RFESAgCg75B8AOgQHycrMjU2opLySnrut7Mi2RjVwZMcrc0oNa+EjsdkaDtEAIAmQ/IBoENMTYzJ17mq0Wl6fonoervo4U70YCcvsW1TRIKWIwQAaDokHwA6JqC6x4uxEdHSyWHkYGVG48NbiG27LiVTYWm5bN+0vBKa+tMJ+kquegYAQNch+QDQMT1buojb/xseTF0DnMV6Zz8n8nW2ooLSCtp9JUXWBfe1DZF0NDqDlu69Qf9eTNJq3AAA9YXkA0DHPNuvJR17czDNHBQk22ZkZETjw6pKPzZH3BG3K4/G0cHrabJ93tx4ge5kF2khYgCAhkHyAaBjjI2NyLt6mHV546qrXg7fSKcD11Jp8c4o8ff8Me0o1NeRcovLac768+gRAwA6D8kHgJ5o6WYrkgxOLp797QyVVUhoWDsPmt47gJZNDiMbcxM6FZ9J3+6P1naoAAD3hOQDQI+MD/MWt5x4eNhb0OKHO4kqGX8XG/poXAdxH7f/OHszU8uRAgDUDckHgB4ZE+otZr81MiL66tEwcrYxl903obMPjQvzFiUjS/bc0GqcAAAaTz7u3LlDjz/+OLm4uJCVlRV17NiRzpw5o45TATQrLrYWtO7ZHrR2Rk/q3cq11v1zhrURt0ej0yk1t1gLEQIAaCH5yMrKoj59+pCZmRnt2LGDrly5Ql988QU5OTmp+lQAzVIXf2fq1aqqO25NXP3Sxd+JuM3p1shEjccGAFAfpqRiixcvJl9fX1q1apVsW2BgoKpPAwB14F4xZ29miS65M/q11HY4AADqL/nYunUrde3alSZOnEju7u4UHh5OP/74o6pPAwB1eLCjF5mZGNHlxFy6npKn7XAAANSffMTGxtLy5cupdevWtGvXLnrxxRdp1qxZ9Ouvvyrdv6SkhHJzcxUWAGg8JxtzGhjsrjAgGQCAQScflZWV1LlzZ1qwYIEo9Xjuuefo2Wefpe+//17p/gsXLiQHBwfZwlU2ANA00rlg/o64I4ZhBwAw6OTDy8uL2rVrp7Ctbdu2dOvWLaX7z5s3j3JycmTL7du3VR0SQLMzOMSd7CxNKTGnmE7GYcwPADDw5IN7uly7dk1h2/Xr18nf31/p/hYWFmRvb6+wAEDTWJqZ0OiOXmJ9C6peAMDQk485c+bQiRMnRLVLdHQ0rV27llasWEEzZ85U9akA4B6kc8HwbLfFZRXaDgcAQH3JR7du3Wjz5s20bt066tChA3300Ue0ZMkSmjp1qqpPBQD30D3AmVo4WlFeSTnti0rVdjgAAOob54M9+OCDYgEA7c6OOzbMm747EEObzt2hB6qrYQAAtA1zuwA0g14vB66lUmZBqbbDAQAQkHwAGLDWHnbU3tueyisltP1ikrbDAQAQkHwANJPSj83nErQdCgCAgOQDwMA9FOpNxkZE525l082MAtl27gEzc805eu/vS1qNDwCaHyQfAAbO3d6S+gS5ivUtEXdnul3471VRFfPb8ZsUlYxpDQBAc5B8ADSnqpeIBJJIJLTnSgr9evym7H7MAQMAmoTkA6AZGNHek6zMTCg+o5B2XU6huX9Fiu0dWziI278jEjEHDABoDJIPgGbAxsKURrT3EOsvrztHWYVl1M7LntY+24PsLU0pObeYTsRmaDtMAGgmkHwANLPh1ssqJKIUZNmUcLKzNKPRnbyVVr0k5RTRoh1RdCe7SCvxAoDhQvIB0Ez0DXIlD3sLsT5/TDsKcrdVaA+y41KybA6Y0vJKeu63s/T9wRjRMBUAQOeHVwcA3WNqYky/Pd2DbmUW0tC27rLtXf2dxBwwXMKx+0oKjQn1ps//u0YX7+SI+3lbbnEZ2VuaaTF6ADAkKPkAaEaCPe1oWDsPMjIyUpgDRlr6sSXiDh2+kUYrDsWKvx2szKikvJJ2XkrWWswAYHiQfAAAjQuvavdx8HoazfmjqifM4z396Nl+gbKkBABAVZB8AAAFuduJbrc8B0x6fgm1dreld0a3o7FhVSUix2MzRAPU+uKxRLj3TE5hmRqjBgB9heQDAARp1Yu5qTF9/Vg4WZqZkK+zNXUPcCaJhOjv83dHR72frZGJNHnFCXoXQ7cDgBJIPgBAmNzdlx7r4UffPtaZQjzta3XRbUjVy/pTt2XVOBi8DABqQvIBAIK1uSktGN9RNEiVN7qjF5mbGFNUch5dTbr/HDCJ2UV0Iq5qwLKcojK6npqntpgBQD8h+QCAe3KwNqPBIe71ngOGq1y4mkbqVFymOsMDAD2E5AMA7kta9fL3+TtUcY9qFG5ouvlcVYIS4GItbpF8AEBNSD4A4L4GhbiJMT9Sckvov8t1j/lxNSmPrqXkiWqatx5oK0s+OCkBAJBC8gEA92VhaiIao7K3t1yi1NxipfttOV9V6jGkrTv1b+MmkpDUvBIxqioAgBSSDwCol1eGtqa2XvaUWVBK/7chslYvFq6O4WoZaTUNd9Xt5OMg/j6JqhcAkIPkAwDqXfrx9ZQwsjQzpsM30umnI1VDsEsdj8kQ1TJcPTMw2E1s6x7oLG5PI/kAADlIPgCgQSOhvvdge7H+2a5rdDGhavI5tikiQdyO7uQlEhXWrTr5OBWP5AMA7sKstgDQIFO6+9Kh62m083IyTV5xnJxszMX25JyqdiATqnvGsC7+TmRsRHQzo5BScovJw95Sa3EDgO5AyQcANAjPiLvo4Y7UwtGKCkorKCGrSCw8L0ywh51IOKTsLc2onXfVaKnocgsAUij5AIAGc7Q2p39n96PYtHyF7a097ERyIq9bgDNdupMrko8xoVWz5wJA84bkAwAahRuWhvvdLeWoS49AZ1p1NJ5Oo90HAFRDtQsAqFXXgKpGpzw3THZhqbbDAQAdgOQDANTK1daCWrnZiPXT8VnaDgcAdACSDwBQu54tXcTtdweiqayiUtvhAICWIfkAALV7cWArsrM0pYhb2bR0zw1thwMAWobkAwDUzsfJmhZO6CjWvz0QTSdiM7QdEgBoEZIPANCIBzt506SuPsQT3M754zwanwI0Y0g+AEBj5o9pTy1dbSgpp5je2HiBJJyJAECzg+QDADTGxsKUlk0JJzMTI9p1OYXWnbqt7ZAAQAuQfACARnVo4UCvjwgR6x9uu0w3UvK0HRIAaBiSDwDQuGf6BlK/1q5UXFZJL6+LoOKyCm2HBAAahOQDADTO2NiIvpgUSi425mLk08U7o7QdEgBoEJIPANAKdztL+nxiqFjnuV/2R6XW63HcSDW/pFzN0QGAOiH5AACtGRTiTtN7B4j11zZEUmpu8X0f88E/V6jT+7vo7/N3NBAhAKgDkg8A0Ko3R4VQWy97yigopf/bEEmVlXV3v915KYl+ORZPvMtbmy5SfHqBRmMFAB1NPt5//30yMjJSWEJCqlq2AwDUZGlmQssmh5GlmTEdvpFOPx+JU7pfYnYRvbHxoljnodoLSito9voIKi3HXDEA+kYtJR/t27enpKQk2XLkyBF1nAYADERrDzt698F2Yv3TXVF0MSFH4f6KSgm98sd5yikqo04+DrT95X7kYGVGkQk59NWe61qKGgB0KvkwNTUlT09P2eLq6qqO0wCAAXmsux+NbO9JZRUSmrU+ggrkGpV+tz+aTsVlko05l5KEk5+LNS1+uGqumO8PxtCx6HQtRg4ADWVKanDjxg3y9vYmS0tL6tWrFy1cuJD8/PyU7ltSUiIWqdzcXHWEBAA6jqtoFz3ckc7fzqa49AIa8Nl+USUjrXJhH47tQAGuNmJ9ZAcvmtLdj9aduiVKRXa+0p+cbczveY7jMRn07t+XFMYV4ccsf7wLtXC0alL8nATti0qlJY+GkXcTjwVg6FRe8tGjRw/65ZdfaOfOnbR8+XKKi4ujfv36UV6e8lEMOTFxcHCQLb6+vqoOCQD0hKO1OS2ZHEamxkaUnl9KCVlFYuEGpuPDW9CEzi0U9n/3wbbUys2GUvNK6PW/Iu85V0x6fokY0Cw6NV92XF4uJOTQb8fimxT3gWuptGhHlCideWX9eVFNBAB1M5KoeWan7Oxs8vf3py+//JKeeeaZepV8cAKSk5ND9vb26gwNAHRUQlYhpeXd/V4wMzGmEE87MjWp/XvpcmIOjf/2GJVWVNJHY9vTE72quu7K4x40T/96mg5cS6NgDzta+HBHMiISpSzcddfD3oKOvTmETIx5a8NwnKOWHhLJktSrw9rQrCGtG3wsAH3G128uRKjP9VvtXW0dHR2pTZs2FB0drfR+CwsLEaT8AgDNm4+TNYX7OckWng9GWeLB2ns70BujqnrUfbz9Kl1Lrl3KuupYvEg8LEyNxcR2nauP+1gPP9FwNSW3hE7EZjQ4Tk5qeHwSTjw4OVo4oaodytK9N+jszcwGHw+guVB78pGfn08xMTHk5eWl7lMBQDP1dJ8AGhjsRiXlPFfMOYU2HVwysnhH1fDt74xuS8GedrL7LExNaHSnqu+mTecaPmjZyqNxdPD63aSG26CMC/MW1S6z1lX1zgEADSQfr732Gh08eJDi4+Pp2LFjNH78eDIxMaEpU6ao+lQAALLGqjxUu6utBV1Pyacnfz4lSiR4ef73s6JKZmhbD3q8p3+tx3JbEukAZkWlFQqlGisOxdD2C0lKz3npTo5sTpp3HmxHbTyqkpqPxnUgP2drupNdRO9suaSmZwyg31SefCQkJIhEIzg4mCZNmkQuLi504sQJcnNzU/WpAABkOPHgyerYqfhM+utsgli4USm36fj0kU4iSampq78T+ThZiUHLdl9NkW3/8XAsLfg3SpSknKxRJVNYWi66A3O34OHtPOjxHnd789lZmtHSyWGi/cg/kYlKq4EAmjuVd7Vdv369qg8JAFAvA9q40aqnulFU0t0LPrchHdrOo85uuJyQcOnH1/uiafO5BHoo1JsuJGTTZ7uuifu544royju7PzlYm4ltH227QrFpBSKpWfxw7aSG25MMDnGn3VdSaHPEHTGEPADchbldAMCgDAp2pxcHtpItzw9oRa3cbO/5mLFhVVUvh26k062MQpq9/jyVV0pEVU2gqw0l5RTTm5suiK68/15MonWnbhPnG189GkZOdSQ1E6qrc3gCvHvNVwPQHCH5AIBmL8jdVgzbzg1FH11xXAxy5uVgSZ9P7CRGVDUzMaIdl5JpyZ4b9ObGC+IxLw5oRb1bud5zxl6eg4YTl5Nx6PkCIA/JBwCAXMNTThakpRo86FlHHwd6bXiwrAttbnE5hfo60pxhbe55PB6ddXTHqp40WyIa3pMGwJAh+QAAIKIHO3nLBhn736Ag6tnSRXbfs/1aUr/WVaUcthamYhZeHvjsfsZVJzRcVSPf/ReguUPyAQBARG52FvTxuA70/ICWNLvG6KTGxkb05aQweqSLD307tTP5u1TNL3M/3QOcxZwxeSXltPdqqpoiB9A/aplYDgBAH/EgYfdKTngskYbgpGVsmDd9dyBG9HqRDmgG0Nyh5AMAQANtSXjyucyCu/O/ADRnKPkAAFCj1h521N7bni4n5tIfp2/TmFDlpR/W5qZ1jkUCYGiQfAAAaKD0g5MPHo5dOiS7Ml89Gkrjw300GhuANqDaBQBAzSZ09hFjifAEdMoW8+qeM29vviTGGAEwdEYSHrJPh+Tm5pKDgwPl5OSQvb29tsMBAFA7Htxs6k8n6ERsJnVs4UAbX+xN5qb4bQj6pSHXb3y6AQC0jMcX4UHNHKzM6OKdHPpid9W8MgCGCskHAIAO8HKwEpPUsR8OxtKRG+naDglAbZB8AADoiJEdPOmxHlVjjcz58zzlFpdpOyQAtUDyAQCgQ94d3Y4CXKwpLa+E/olM1HY4AGqB5AMAQIdYmZvISj82n8OEdGCYkHwAAOiYsWEtxMy6Z25m0a2MQm2HA6BySD4AAHSMh70l9WlVNYvu3+dR+gGGB8kHAIAOGlc9J8zm83dIx4ZjAmgyJB8AADra88XSzJhi0wroQkKOtsMBUCkkHwAAOsjWwpSGt/MU65sjUPUChgXJBwCADk9Ix7jLbVlFpbbDAVAZJB8AADqqb2tXcrExp4yCUjoSjRFPwXCYajsAAABQzszEmMaEetMvx+Lpx0OxlJFfWsd+RjSsnQdZm9//K/1iQo6YQ8bPxVoNEYM27LmSQvkl5dQt0JlaOFqRPkDyAQCg41UvnHwci8kQS12GtnWnH5/sSkY8QEgdDl5Po2krT5GHvQUdeWOwSG5A//1wKIZOx2fRd1M7I/kAAICm6+TjQLOHtKbzt7Pr3Od4TAbtuZpKv5+4SU/2ClC6T3p+Cf3fn5FiPSW3hA5eS6Oh7TzUFjdoTkZBVYmYs4056QskHwAAOoxLMuYMa3PPfVYeiaMPt12hj7dfpe6BzhTiaa9wP48TMndDpEhApHj8ECQfhiFLD5MPlLkBAOi5p/oE0KBgNyotr6RZ6yKouKxC4X6uttl/LY3MTY3pi4mhsnYCmDVX/1VUSii7qOp9RPIBAAAaLR35bGIoudpa0PWUfFEKkpBVKJYTsRm08N8osd87o9vShM4tqLW7LZWUV9LOi8naDh2aKLuwlKQD4DpamZG+QPIBAGAAOPH4clJVqcbak7eo7+L9Ypm84gSVVlSKBqlP9PQXiYps6HYMXqb3MqurXBytzchUjxoQ60+kAABwT/3buNGrw9qQtbkJWZgay5YQTzta/HAnWU+YsWHe4vZEXAYlZhdpOWpQRfLhbK0/VS4MDU4BAAzIrCGtxXIvPk7W1CPQmU7GZdLf5xPpxYGtNBYfqJYs+dCj9h4MJR8AAM146PbNEQmYNVePZRZWJR9OSD4AAEDXjeroJXq/cAPVK0m52g4HGimzetRbHoZfnyD5AABohniIdW6EyjacSVC6z4pDMTTph+N0B+1CdFYmSj4AAECfTOzqK255ZNSzN7NqDcW+4N8oOhWXSbPXRVA5ZtXV6TYfLkg+AABAHwxs4yZ6vvBAVbPXR8gGHZMfip2duZlF3+yP1mKkcL/kw0nPersg+QAAaKa46+1H4zqQj5MVJWQV0TubL4nGp69VD8Ue7MFddDuKfZftvUGn4zO1HTLU1dvFFskHAADoCXtLM1o2JZxMjI1oa2QiPf3LaTpQPRQ7b3+0mx9NCG9BlRKiV9afp5xCDMmuSzIxzgcAAOijzn5ONGdoa/r8v+tiDhjpUOzBnnZi/YOx7UXVy63MQnpy5Ulq7VG1vSZTYyN6opc/tfd20Gj8zZVEItHbcT6QfAAAAL04MIgO30gXA48NbeshhmKXsqsuHXlk+TGKTMgRS124oeqO2f3IUc9+ieujwtIKMUcPQ/JRw6JFi2jevHk0e/ZsWrJkibpPBwAAjcDVLiue6Eo7LiXRmFBv2VDsUmG+jrR6Rg+KuJVd5zH+OH2L4jMK6c2NF2n5451rHQNUK7O61IOH0Och9fWJWpOP06dP0w8//ECdOnVS52kAAEAFHKzNaHJ3vzrv79nSRSx16RvkShOWH6Wdl5Np3anb9FiPuo8FTSdf5aJviZ7aGpzm5+fT1KlT6ccffyQnJyd1nQYAAHRERx8HmjsiWKx/uO0yRafmaTukZjHAmLOeVbmoNfmYOXMmjR49moYOHaquUwAAgI6Z0bcl9WvtSsVllfS/tRH019kE2XI8JqPOx529mUlpeSVqjy8jv4SOxaSTIQ2t7qyHyYdaql3Wr19P586dE9Uu91NSUiIWqdxczDEAAKCvjI2N6IuJoTRy6WGKSs4TY4bI2/xSbwr3UywNPxqdTlN/Okmd/Rxp00t91BZbfkk5PfL9cYpLL6BVT3WjQcFVw8vrqyyUfNx1+/Zt0bh0zZo1ZGlped/9Fy5cSA4ODrLF17dquF8AANBP7vaW9P3jXcTcMQPauIklwMVa3MclIDX9cfq2uD13K5tupKivqub9rZdF4sE2nKk6pz7L0NPRTdWSfJw9e5ZSU1Opc+fOZGpqKpaDBw/SsmXLxHpFRYXC/twTJicnR7Zw8gIAAPqte6Az/TStG/36dHexfDK+aqTUbReSqKS8QqE04r8rybK/N0fcUUs8PICafOKz52oq5RTp94BpWXo6r4tako8hQ4bQxYsX6fz587Kla9euovEpr5uYKHYHsrCwIHt7e4UFAAAMC/eS8bC3EBd8HkFVauelZNE+xMykqrfG3+cTqZKHU1Wh25mF9Pami2J91uAgauNhS6XllbTzUhIZRMmHDZIPsrOzow4dOigsNjY25OLiItYBAKB5jiMyNqyFWN8iV7ohXX++fyuyszClO9lFdEqFc8jwbLw8aV5eSbloUzJrSGsaH+4j7tt0Tj2lLJqShZIPAACAextXnXzs5SqPwjJKyS2mo9U9Tx7t5ksPdPSqlZw01S/H4kVbEk5slk4OJ1MTYzGTL+PRXDnZ0fsZbW2QfCh14MABjG4KANDMtfO2pxBPOyqtqKR/LyXR3+fvkERC1C3AiXydrWlceFVysv1iEhWXKbYPbOzcJ2tP3RLrb4wKEedg3o5W1LOls1jnGPR9nA8XJB8AAAB1kyYY3LB0c0SiwrYegc7k7WBJecXltC8qtcnnungnh2LTCsjS7G5ph9SE6qqXzec4AVJtGxNNKK+opOzqGYZR8gEAAHAPD4l5Y4hOxWXS1aRc0dB0dHV1C48RMlYuOWkq6TGGtfMUk+PJG9nRk8xNjelGaj5dTtS/8aWyq3vq8GvpaKX43PQBkg8AANAYUeUReHd+GB7oS34G3PHVyceBa6myBpWNLRn4J7KqZGV8uGKpB7O3NKNhbT3U2r1XE+09HKzMRDsWfaP2WW0BAADkje/cgo7HVg21PqFzVbIh1cbDjtp52dOVpFwa9tUhUWUivcgunRxGQe52CvsXlJSL3ixeDlb04dj2sgnWDkenU3p+qWgP0a+1m/I4wluI9iW/H79Juy5XjTXCD3+4sw+9MrQN6cukcvpI/9IlAADQa6M6eJKbnQX5OFnRQCVDnE/tWTUbbnp+CSVkFYmFq0Z4rpiaDVHnb70sBgz7/cRN+vVYvGy7tMfMmFBvMqujZKB/Gzdq4WglGsBKz3M7s4i+2Rct5oDRi+TDWj+TD5R8AACARnH7iz1zBpCRMZGlmeLAk+yx7n7ULcBZlGqwknKepO6cmCtm4b9X6YOxHZSOWrpgRxT1aOkierVISzKkjVmV4TYf/87uR7Fp+bJtb2++JEpdeCTWab0DSFdlouQDAACgYRyszUS7C2W46oSrX3gCOl54dNTPJ4aK+349fpP2Xk1RGLX0f4OCaEiIuxi1dNa6CFHqwaOmBrraUKiPw73jsDKTnYeXR7r46EU7kEwkHwAAAOrF1TPP9A0U63P/uiBKQqSjlr4ytDV9+kgnUZXDvVc++OeybFAzaRuQ+uJqGh6N9fztbIUSEV2TqefJB6pdAABAL7w+MpiOx2SIahG++MqPWupia0FfTgqlJ34+RWUVEoWeMw3BCUzfIFc6eD2NtpxPpFeH1d3wdF9UCu24mEx1jRJibMQx+FCvVnd796hKJpIPAAAA9bMwNaFlU8JpzNdHqKisgj4e30E2ainjXi3P929JPxyKFaOm+rncva8huAeOSD4i7tCcoa2Vlp7wGCUvrD4nqnru5dD1dDr65mBRmqJKmUg+AAAANCPI3Zb+eL4npeaW0NB2VeN0yJs7IlgM4941oGr49MYY1s6DrM1N6FZmIZ27lUVd/BWPVVRaQS+vixCJR/dAZzFWiTLLD0RTcm4xnYjNoD5BrqRKmXo8rwtD8gEAAHqlk49jnfdVTRzX8OoWedbmpjSyvSdtEkPA36mVfHy0/QpFp+aTu50FLZ/aWVT5KHM7q5DWnrwljqGu5MNFT5MPNDgFAACoQdpFl7vcylet7LyULBIK9uWksDoTD/k2J/wYLi1RFYlEIptUzklPx/lA8gEAAFADl1Rw41OevG3JnutiPJE/T9+mNzddEPdz25K+re9dmtHV30kMpJZfUk67r6Yo3JdTWCbaldRnUjve5/CNNFlpR0FphSwhcrFF8gEAAGAQuIHo2NCqOWG+OxBDr22IpNc3XhDJSCcfB/q/4cH3PQY3VJWWfkhHXGWl5ZX0+M8nadrKU7Rkz437Huf7g7GiF8+UFSfECK/SOW8sTI3JSskgbfoAbT4AAACUeG5AS9FgNK+4aqRVZmNhQvNGtRWjo9a3+ubrfdGilIOHbOdqms//u0YX7+SI+7/ed0OUsnDDVWV4vJEv/rsm1q+l5NGCf6/ShM4+svYeDR3HRFcg+QAAAFDC3c6Svnmsc5OO0crNVoyyGpmQI2bZbelmSysOxYr7pNtfWR9BO2b3F6O+ysuvnjSvvFIiSlsuJOTQb8dvir/1uacLQ7ULAACABhqvrj11i179M1KsP97Tj9Y825P8XawpMaeY3tp8sVb7j/f+vkQ3MwrF5He/P92DZlSP8Cpt8KqvY3wwJB8AAABqJB2y/XpKvpipt42HLb0zuh3ZWpjSMh6h1diItl9MEqUaCVmFYll/6hZtOndHjJK6ZHKYKBWZOzKY2nvby46L5AMAAACUcrW1oP7VPWO4rciyKeGy2XxDfR1ljVfnb71MfRfvF8ub1ZPmvTy4tZjhV36EV2kjUyQfAAAAUKcXBwaJ6pOF4ztSiOfd0gtpt93RHb1E7xX5ZWhbD3p5cFCtNiQ8wy9X14xo70n6ykhSn07GGpSbm0sODg6Uk5ND9vaKbxAAAADopoZcv1HyAQAAABqF5AMAAAA0CskHAAAAaBSSDwAAANAoJB8AAACgUUg+AAAAQKOQfAAAAIBGIfkAAAAAjULyAQAAABqF5AMAAAA0CskHAAAAaBSSDwAAANAoJB8AAACgUUg+AAAAQKNMScdIJBLZ1LwAAACgH6TXbel1XK+Sj4yMDHHr6+ur7VAAAACggfLy8sjBwUG/kg9nZ2dxe+vWrfsGL9WtWzc6ffq0VvfljI8Tptu3b5O9vb3W4mjI/g2NuaGx4LXWTMwN3R+vtWbiaMi++L/Y9P3xWmv//yKXeHDi4e3tfd9j6FzyYWxc1QyFE4/6fjBMTEy0vq8U71+fx6gzjobuX9+YG3psvNaaibmh++O11lwc+L/YtGPjtda//4v1LTQwiAanM2fO1Pq+DaXOOPQxbn2MuTH760IceK01F4c+vta6ErO+xm3oMasqbiNJfVqGaBAXLXHmlJOT0+CMUJv0MW59jFlf49bHmPU1bsSsOfoYtz7GrM9x603Jh4WFBc2fP1/c6hN9jFsfY9bXuPUxZn2NGzFrjj7GrY8x63PcelPyAQAAAIZN50o+AAAAwLAh+QAAAACNQvIBAAAAGoXkAwAAAPQ/+Vi4cKEYAc3Ozo7c3d1p3LhxdO3aNYV9iouLRV9hFxcXsrW1pYcffphSUlIU9pk1axZ16dJFtO4NCwtTeq4LFy5Qv379yNLSUoz+9umnn+p0zHyM6dOnU8eOHcnU1FScpyk0FfeBAwdo7Nix5OXlRTY2NmKfNWvW6HTMfMxBgwaRh4eH+Hy0bNmS3nnnHSorK9PpuOVFR0eL8zk6Oup0zPHx8WRkZFRrOXHihM7GzLi9/eeff05t2rQR+7Vo0YI++eSTBsesybjff/99pa81/7/U1ZjZrl27qGfPnuJcbm5u4jj8uWkMTcb9559/ivusra3J39+fPvvsM63FHBkZSVOmTBHXOisrK2rbti0tXbpU6fd1586dxfMKCgqiX375hZpF8nHw4EHxAvIXz+7du8WX/fDhw6mgoEC2z5w5c+iff/6hDRs2iP0TExNpwoQJtY719NNP06OPPlpnv2c+Ln8gzp49Kz4U/B9zxYoVOhtzRUWF+NDwh37o0KENjlNbcR87dow6depEGzduFAnfU089RU8++SRt27ZNZ2M2MzMTMf7333/iP/mSJUvoxx9/FN3VGkNTcUvx8fmLhpPrxtJ0zHv27KGkpCTZwl/suhzz7Nmz6aeffhIJSFRUFG3dupW6d+/e4Jg1Gfdrr72m8Brz0q5dO5o4caLOxhwXFyd+vAwePJjOnz8vEpH09HSlx9GluHfs2EFTp06lF154gS5dukTfffcdffXVV/TNN99oJeazZ8+KxGX16tV0+fJlevvtt2nevHkK8fBrPXr0aPHDi1/rV155hWbMmCFec50i0YDU1FTuzis5ePCg+Ds7O1tiZmYm2bBhg2yfq1evin2OHz9e6/Hz58+XhIaG1tr+3XffSZycnCQlJSWybW+88YYkODhYZ2OWN23aNMnYsWObHKum45Z64IEHJE899ZRexTxnzhxJ3759mxyzJuJ+/fXXJY8//rhk1apVEgcHB52OOS4uTjwmIiJCJXFqIuYrV65ITE1NJVFRUSqPWZ1x13T+/HlxjEOHDulszPx4fq0rKipk27Zu3SoxMjKSlJaW6mzcU6ZMkTzyyCMK25YtWybx8fGRVFZWajVmqZdeekkyaNAghe+N9u3bS+Q9+uijkhEjRkh0iUbafPCIbPKTxnH2xlmf/C//kJAQ8vPzo+PHj9f7uLxv//79ydzcXLZtxIgR4lduVlaWTsasbpqMm88lPU9Tj6OJmLkKY+fOnTRgwABSBXXGvW/fPvHr59tvv1VJrJqImT300EPil1nfvn1FKYIux8y/MLkqjkvvAgMDKSAgQPxCzMzM1Om4a+KSG642akoJmbpj5hIwnrdr1apVovSXz/P777+L43IJpa7GXVJSIqps5XHJdUJCAt28eVMnYs6p8T3M+9YsVefroi5dp5jak4/KykpR7NOnTx/q0KGD2JacnCwShpr12Fw3z/fVF+/Lj6l5DOl9uhizOmkybq4H5VkNufpF12Pu3bu3+AJp3bq1+IL+8MMPmxSzuuPOyMgQ7YK4nlaVwyirM2aun/7iiy9EwrR9+3aRfHCddlMTEHXGHBsbKy4gHPNvv/0mXm++ADzyyCNNilndcddsI8Btr5555hmdjpmTO67+fOutt0Q7BD4eX8D5e0SX4+aL9qZNm2jv3r3iPNevXxefc8bVXdqO+dixY/THH3/Qc889d9/rIjdTKCoqIl2h9lltuY6L68qOHDlC+kIfY9Zk3Pv37xdJB7efaN++vc7HzP85eZpnbqw1d+5cUb//+uuv62zczz77LD322GOiVE+V1Bmzq6srvfrqq7K/uWEd11dzOywuDdHFmPkCwL9sOfHgkgP2888/i1/pXHoaHBys8/8XN2/eLD7b06ZNa/Kx1BkzXxD5c81xcjsmjvm9994TiR63f+AGs7r6fzEmJoYefPBBUSrBPwa4nRC3LZTOwK6tmC9duiTa0XAbNm47om/UWvLxv//9TxRp8sXKx8dHtt3T05NKS0spOztbYX9u1cv31RfvW7P1svTvhhxHkzGri6bi5kZQY8aMEY2uuDGnPsTMLcO5QR5/6S1atEh8cXDRr67GzVUunCBxbyhe+FctF63y+sqVK3UyZmV69OghqroaS90xc88tfk2liQfj3gPs1q1bOht3zSoXvjDW/KWrazFz9SFPisa9EcPDw0VizY0muUTh5MmTOhs3J0WLFy+m/Px8UUrGSZS0QTJX2Wkr5itXrtCQIUNEiQf34KvPdZETJ64yMujkg7uv8QvMWTl/kXKRmzz+ZcH1fPzBk+JfGvwfvlevXvU+D+976NAhha6TnEXzLxYnJyedjFnVNBk3d9/iVtT8n1G+mE+XY1b2a5c/L3yrq3Fz3Sy3UpcuXE3E3fN4ffz48ToZszIcL1/gG0pTMXORd3l5ufhlK8XF6ox70Olq3PK9GvgC1pQqF03FXFhYWKukwMTERNzq8v9F+Vi5GzZXi6xbt04cg7sLayPmy5cvi54sXIqkrFs47yt/DOl1UZvXKaXU0Yr1xRdfFK3zDxw4IElKSpIthYWFsn1eeOEFiZ+fn2Tfvn2SM2fOSHr16iUWeTdu3BCt559//nlJmzZtxDov0t4t3DrYw8ND8sQTT0guXbokWb9+vcTa2lryww8/6GzM7PLly2LbmDFjJAMHDpTt0xiaipsfy6/tvHnzFM6TkZGhszGvXr1a8scff4heDTExMWLd29tbMnXq1AbHrMm4a2pKbxdNxfzLL79I1q5dK1rn8/LJJ59IjI2NJStXrtTZmLnnRefOnSX9+/eXnDt3ThynR48ekmHDhjU4Zk3GLfXOO++Iz3N5eXmj4tVkzHv37hU9Wz744APJ9evXJWfPnhW9L/z9/RXOpWtxp6WlSZYvXy4+07x91qxZEktLS8nJkye1EvPFixclbm5uohec/DG454xUbGys+K6eO3euiPvbb7+VmJiYSHbu3CnRJWpJPjinUbbwl6hUUVGR6CLEXWX5hRo/frx4EeUNGDBA6XG4W59UZGSk6DppYWEhadGihWTRokU6HzP/h1O2jy7Hzd2Cld3Pj9PVmDkZ5YuLra2txMbGRtKuXTvJggULxLF1/TOiquRDUzFz8tG2bVvxeHt7e0n37t0VugzqYszszp07kgkTJojPCP+QmT59eqMSak3HzYkTd/d86623GhWrNmJet26dJDw8XPxf5AvoQw89JC6Ouhw3Jx89e/YUMfMxhgwZIjlx4oTWYp4/f77SY/A1Rd7+/fslYWFhEnNzc0nLli0VzqErjPgfbZe+AAAAQPOBuV0AAABAo5B8AAAAgEYh+QAAAACNQvIBAAAAGoXkAwAAADQKyQcAAABoFJIPAAAA0CgkHwCgMgMHDhSzdQIA3AuSDwDQCp4riCfuqjmRFgAYPiQfAAAAoFFIPgCgUQoKCujJJ58kW1tbMXvtF198oXD/77//Tl27dhUz8vI034899hilpqaK++Lj48XMnIxnoOYSkOnTp8tmOV24cKGY9ZOnAA8NDaW//vpLC88QANQFyQcANMrcuXPp4MGD9Pfff9N///0nqlHOnTsnu7+srIw++ugjioyMpC1btoiEQ5pg+Pr60saNG2XThiclJdHSpUvF35x4/Pbbb/T999+L6cPnzJlDjz/+uDgXABgGTCwHAA2Wn59PLi4utHr1apo4caLYlpmZST4+PvTcc8/RkiVLaj3mzJkz1K1bN8rLyxOlJZyscOlHVlYWOTo6in1KSkrI2dmZ9uzZQ7169ZI9dsaMGVRYWEhr167V4LMEAHUxVduRAcBgxcTEUGlpKfXo0UO2jZOG4OBg2d9nz56l999/X5R8cILB1Sns1q1b1K5dO6XHjY6OFknGsGHDFLbzucLDw9X2fABAs5B8AIBa2oOMGDFCLGvWrCE3NzeRdPDfnEjcq0SFbd++nVq0aKFwn4WFhdrjBgDNQPIBAA3WqlUrMjMzo5MnT5Kfn5/YxqUb169fpwEDBlBUVBRlZGTQokWLRPsOabWLPHNzc3FbUVEh28YlIpxkcKLCxwEAw4TkAwAajNtsPPPMM6LRKbf9cHd3p7fffpuMjavasHNCwsnF119/TS+88AJdunRJND6V5+/vL3q5bNu2jR544AHRs4V7xrz22muikSlX0/Tt25dycnLo6NGjZG9vT9OmTdPSMwYAVUJvFwBolM8++4z69etHY8aMoaFDh4pEoUuXLuI+rmb55ZdfaMOGDaI0g0tAPv/8c4XHc7XKBx98QG+++SZ5eHjQ//73P7Gdk5R3331X9Hpp27YtjRw5UlTDcNdbADAM6O0CAAAAGoWSDwAAANAoJB8AAACgUUg+AAAAQKOQfAAAAIBGIfkAAAAAjULyAQAAABqF5AMAAAA0CskHAAAAaBSSDwAAANAoJB8AAACgUUg+AAAAQKOQfAAAAABp0v8DJBMJ9K4oRwgAAAAASUVORK5CYII="
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 9
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Using .melt() for stocks vs bond performance\n",
+    "It is widespread knowledge that the price of bonds is inversely related to the price of stocks. In this last exercise, you'll review many of the topics in this chapter to confirm this. You have been given a table of percent change of the US 10-year treasury bond price. It is in a wide format where there is a separate column for each year. You will need to use the .melt() method to reshape this table.\n",
+    "\n",
+    "Additionally, you will use the .query() method to filter out unneeded data. You will merge this table with a table of the percent change of the Dow Jones Industrial stock index price. Finally, you will plot data.\n",
+    "\n",
+    "The tables ten_yr and dji have been loaded for you.\n",
+    "### Instructions\n",
+    "- Use .melt() on ten_yr to unpivot everything except the metric column, setting var_name='date' and value_name='close'. Save the result to bond_perc.\n",
+    "- Using the .query() method, select only those rows where metric equals close, and save to bond_perc_close.\n",
+    "- Use merge_ordered() to merge dji (left table) and bond_perc_close on date with an inner join, and set suffixes equal to ('_dow', '_bond'). Save the result to dow_bond.\n",
+    "- Using dow_bond, plot only the Dow and bond values."
+   ],
+   "id": "d5d32a619e69b2"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-15T07:42:16.830688Z",
+     "start_time": "2025-08-15T07:42:16.761327Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Load the ten_yr and dji DataFrames\n",
+    "ten_yr = pd.read_csv('../data/ten_yr.csv')\n",
+    "dji = pd.read_csv('../data/dji.csv')\n",
+    "# Use melt on ten_yr, unpivot everything besides the metric column\n",
+    "bond_perc = ten_yr.melt(id_vars='metric', var_name='date', value_name='close')\n",
+    "\n",
+    "# Use query on bond_perc to select only the rows where metric=close\n",
+    "bond_perc_close = bond_perc.query('metric == \"close\"')\n",
+    "\n",
+    "# Merge (ordered) dji and bond_perc_close on date with an inner join\n",
+    "dow_bond = pd.merge_ordered(dji, bond_perc_close, on='date', how='inner', suffixes=('_dow', '_bond'))\n",
+    "\n",
+    "\n",
+    "# Plot only the close_dow and close_bond columns\n",
+    "dow_bond.plot(x='date', y=['close_dow', 'close_bond'], title='Dow Jones vs 10-Year Bond Price Change', figsize=(10, 5), rot=90)\n",
+    "plt.show()"
+   ],
+   "id": "9cac99257d147a20",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 1000x500 with 1 Axes>"
+      ],
+      "image/png": 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"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 12
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/pandas/Lecture.ipynb b/pandas/Lecture.ipynb
new file mode 100644
index 0000000..9c4f728
--- /dev/null
+++ b/pandas/Lecture.ipynb
@@ -0,0 +1,1085 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![rmotr](https://user-images.githubusercontent.com/7065401/52071918-bda15380-2562-11e9-828c-7f95297e4a82.png)\n",
+    "<hr style=\"margin-bottom: 40px;\">\n",
+    "\n",
+    "<img src=\"https://user-images.githubusercontent.com/7065401/39118512-dfa1cc1a-46e9-11e8-9547-093d4532451e.png\"\n",
+    "    style=\"width:300px; float: right; margin: 0 40px 40px 40px;\"></img>\n",
+    "\n",
+    "# What is Pandas?\n",
+    "\n",
+    "`pandas` is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.\n",
+    "\n",
+    "**The <a href=\"https://pandas.pydata.org/\">pandas</a> package is probably the most important tool for Data Scientists and Analysts working with Python today**. The powerful machine learning and glamorous visualization tools may get all the attention, but pandas is the backbone of most data-related projects.\n",
+    "\n",
+    "> **Fun fact 🎁**: `pandas` is derived from the term \"panel data\", an econometrics term for data sets that include observations over multiple time periods for the same individuals. — Wikipedia\n",
+    "\n",
+    "pandas popularity has **grown exponentially** in the last years. Here's an image of <a href=\"https://www.theatlas.com/charts/Sk4U7xecQ\">The Atlas</a> showing popularity of data science tools on Stack Overflow where we see pandas has become the dominating tools used by Python data scientists.\n",
+    "\n",
+    "<div>\n",
+    "  <img src=\"https://www.theatlas.com/i/atlas_Sk4U7xecQ.png\" />\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)\n",
+    "\n",
+    "## What is pandas used for?\n",
+    "\n",
+    "If you're thinking about data science as a career, then it is imperative that one of the first things you do is learn pandas.\n",
+    "\n",
+    "> **This tool will help you get, clean, transform and analyze your data**.\n",
+    "\n",
+    "For example, say you want to explore a dataset stored in a CSV on your computer. The first step is to use pandas to extract the data from that CSV into a DataFrame (a table-like data structure, we'll see more about it later). The we proceed with the routine data analysis tasks:\n",
+    "\n",
+    "- Quick Exploratory Data Analysis (EDA);\n",
+    "- Calculate statistics such as average, median, max, or min of each column;\n",
+    "- Creating visualizations. Plot bars, lines, histograms, bubbles, and more;\n",
+    "- Cleaning the data by doing things like removing missing values and filtering rows or columns by some criteria;\n",
+    "- Building machine learning models to create predictions or classifications\n",
+    "- Store the cleaned, transformed data back into a CSV, other file or a database;"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)\n",
+    "\n",
+    "## Why no just using Excel?\n",
+    "\n",
+    "Excel is one of the most popular and widely-used data tools; it's hard to find an organization that doesn't work with it in some way. From analysts, to sales VPs, to CEOs, professionals use Excel for both quick stats and accounting and serious data crunching.\n",
+    "\n",
+    "> Using pandas with Microsoft Excel can give you the best of both worlds and optimize your workflow.\n",
+    "\n",
+    "Pandas works with data stored in Python to manipulate and analyze data. As opposed to Excel, Python is completely **free to download and use**.\n",
+    "\n",
+    "Pandas operates right on the back of Python. As a result, is **extremely fast and efficient** by using useful methods that **allow automating data processing tasks better than what Excel does**, including processing Excel files.\n",
+    "\n",
+    "In Excel, once you exceed 50K rows, it starts to slow down considerably. Pandas, on the other hand, **has no real limit and handles millions of data points seamlessly**. In terms of pure space, Excel caps a single spreadsheet at 1.048.576 rows exactly. At that point, your calculations would take forever to compute. More likely, Excel would just crash. A million rows may seem like a lot of data, but for data scientists, this is but a drop in the bucket.\n",
+    "\n",
+    "Pandas, however, has no limitation to the number of data points you can have in a `DataFrame` (their version of a data set). It’s limited only by the amount of memory (RAM) of the computer it is running on.\n",
+    "\n",
+    "It is also **easier to create and use complex equations and calculations on your data**. You can apply hundreds of computations to millions of data points instantly with pandas. Since Python is open source, there are already hundreds of libraries created that could streamline the length of time it takes to calculate."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Hands on!\n",
+    "\n",
+    "We'll just import pandas and other useful libraries such as numpy, matplotlib and seaborn to work with.\n",
+    "\n",
+    "Note that to import pandas and numpy we use the aliases `pd` and `np`. This is just a convention, which means it's not strictly necessary, but it is recommended."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 576x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "from utils import apply_theme\n",
+    "\n",
+    "%matplotlib inline\n",
+    "apply_theme()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## NumPy and pandas\n",
+    "\n",
+    "**Pandas is built on top of the NumPy package**, which means that all the efficient structures and functions we saw about numpy in previous lessons, will also apply to pandas.\n",
+    "\n",
+    "While pandas adopts many coding idioms from NumPy, the biggest difference is that pandas is designed to work with tabular or heterogeneous data. NumPy, by contrast, is best suited for working with homogeneous numerical (possibly multidimensional) arrays."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Overview Data Structures - Series and Dataframe\n",
+    "\n",
+    "To get started with pandas, you will need to get comfortable with its two main data structures: `Series` and `DataFrame`s.\n",
+    "\n",
+    "A `Series` is essentially used for column-data, and a `DataFrame` is a multi-dimensional table made up of a collection of `Series`. Pandas relies on NumPy arrays to store this data, which means it also uses its data types.\n",
+    "\n",
+    "<img width=\"550\" src=\"https://user-images.githubusercontent.com/7065401/56914690-1d889700-6a8b-11e9-874d-9d7220342610.png\" />\n",
+    "\n",
+    "`DataFrame`s and `Series` are quite similar in that many operations that you can do with one you can do with the other, such as filling in null values and calculating the mean.\n",
+    "\n",
+    "Let's define some data within Python lists:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "names = ['Avery Bradley', 'John Holland', 'Jonas Jerebko',\n",
+    "         'Jordan Mickey', 'Terry Rozier', 'Jared Sullinger', 'Evan Turner']\n",
+    "\n",
+    "teams = ['Boston Celtics', 'Boston Celtics', 'Boston Celtics',\n",
+    "        'Boston Celtics', 'Boston Celtics', 'Boston Celtics', 'Boston Celtics']\n",
+    "\n",
+    "numbers = [0, 30, 8, np.nan, 12, 7, 11]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['Avery Bradley',\n",
+       " 'John Holland',\n",
+       " 'Jonas Jerebko',\n",
+       " 'Jordan Mickey',\n",
+       " 'Terry Rozier',\n",
+       " 'Jared Sullinger',\n",
+       " 'Evan Turner']"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "names"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['Boston Celtics',\n",
+       " 'Boston Celtics',\n",
+       " 'Boston Celtics',\n",
+       " 'Boston Celtics',\n",
+       " 'Boston Celtics',\n",
+       " 'Boston Celtics',\n",
+       " 'Boston Celtics']"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "teams"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[0, 30, 8, nan, 12, 7, 11]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "numbers"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Series creation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>0</td>\n",
+       "      <td>Avery Bradley</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>1</td>\n",
+       "      <td>John Holland</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2</td>\n",
+       "      <td>Jonas Jerebko</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>3</td>\n",
+       "      <td>Jordan Mickey</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>4</td>\n",
+       "      <td>Terry Rozier</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>5</td>\n",
+       "      <td>Jared Sullinger</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>6</td>\n",
+       "      <td>Evan Turner</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              Name\n",
+       "0    Avery Bradley\n",
+       "1     John Holland\n",
+       "2    Jonas Jerebko\n",
+       "3    Jordan Mickey\n",
+       "4     Terry Rozier\n",
+       "5  Jared Sullinger\n",
+       "6      Evan Turner"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_series = pd.Series(names, name='Name')\n",
+    "\n",
+    "my_series.to_frame()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Each value can be accessed using just its key/index position on Series:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Jordan Mickey'"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_series[3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Jordan Mickey'"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_series.loc[3]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### DataFrame creation\n",
+    "\n",
+    "There are many ways to create a `DataFrame` from scratch, but a great option is to just use a simple `dict`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data = {\n",
+    "    'Name': names,\n",
+    "    'Team': teams,\n",
+    "    'Number': numbers\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "      <th>Team</th>\n",
+       "      <th>Number</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>0</td>\n",
+       "      <td>Avery Bradley</td>\n",
+       "      <td>Boston Celtics</td>\n",
+       "      <td>0.000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>1</td>\n",
+       "      <td>John Holland</td>\n",
+       "      <td>Boston Celtics</td>\n",
+       "      <td>30.000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2</td>\n",
+       "      <td>Jonas Jerebko</td>\n",
+       "      <td>Boston Celtics</td>\n",
+       "      <td>8.000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>3</td>\n",
+       "      <td>Jordan Mickey</td>\n",
+       "      <td>Boston Celtics</td>\n",
+       "      <td>nan</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>4</td>\n",
+       "      <td>Terry Rozier</td>\n",
+       "      <td>Boston Celtics</td>\n",
+       "      <td>12.000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>5</td>\n",
+       "      <td>Jared Sullinger</td>\n",
+       "      <td>Boston Celtics</td>\n",
+       "      <td>7.000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>6</td>\n",
+       "      <td>Evan Turner</td>\n",
+       "      <td>Boston Celtics</td>\n",
+       "      <td>11.000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              Name            Team  Number\n",
+       "0    Avery Bradley  Boston Celtics   0.000\n",
+       "1     John Holland  Boston Celtics  30.000\n",
+       "2    Jonas Jerebko  Boston Celtics   8.000\n",
+       "3    Jordan Mickey  Boston Celtics     nan\n",
+       "4     Terry Rozier  Boston Celtics  12.000\n",
+       "5  Jared Sullinger  Boston Celtics   7.000\n",
+       "6      Evan Turner  Boston Celtics  11.000"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_df = pd.DataFrame(data)\n",
+    "\n",
+    "my_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Each value can be accessed using its key/index position and value position on DataFrames:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0      Avery Bradley\n",
+       "1       John Holland\n",
+       "2      Jonas Jerebko\n",
+       "3      Jordan Mickey\n",
+       "4       Terry Rozier\n",
+       "5    Jared Sullinger\n",
+       "6        Evan Turner\n",
+       "Name: Name, dtype: object"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_df['Name']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Jordan Mickey'"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_df['Name'][3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Jordan Mickey'"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_df.loc[3, 'Name']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "> In future lectures we'll see more on locating and extracting data from the DataFrame, don't worry if you don't get it right not.\n",
+    "\n",
+    "Let's move on to some quick methods for creating DataFrames from various other sources."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Reading external data\n",
+    "\n",
+    "pandas allow us to read different types of external data files such as CSV, TXT and XLS.\n",
+    "\n",
+    "With CSV files all you need is a single line to load in the data:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Timestamp</th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Volume (BTC)</th>\n",
+       "      <th>Volume (Currency)</th>\n",
+       "      <th>Weighted Price</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>0</td>\n",
+       "      <td>1/1/17 0:00</td>\n",
+       "      <td>966.340</td>\n",
+       "      <td>1,005.000</td>\n",
+       "      <td>960.530</td>\n",
+       "      <td>997.750</td>\n",
+       "      <td>6,850.590</td>\n",
+       "      <td>6,764,742.060</td>\n",
+       "      <td>987.470</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>1</td>\n",
+       "      <td>1/2/17 0:00</td>\n",
+       "      <td>997.750</td>\n",
+       "      <td>1,032.000</td>\n",
+       "      <td>990.010</td>\n",
+       "      <td>1,012.540</td>\n",
+       "      <td>8,167.380</td>\n",
+       "      <td>8,273,576.990</td>\n",
+       "      <td>1,013.000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2</td>\n",
+       "      <td>1/3/17 0:00</td>\n",
+       "      <td>1,011.440</td>\n",
+       "      <td>1,039.000</td>\n",
+       "      <td>999.990</td>\n",
+       "      <td>1,035.240</td>\n",
+       "      <td>9,089.660</td>\n",
+       "      <td>9,276,500.310</td>\n",
+       "      <td>1,020.560</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>3</td>\n",
+       "      <td>1/4/17 0:00</td>\n",
+       "      <td>1,035.510</td>\n",
+       "      <td>1,139.890</td>\n",
+       "      <td>1,028.560</td>\n",
+       "      <td>1,114.920</td>\n",
+       "      <td>21,562.460</td>\n",
+       "      <td>23,469,644.960</td>\n",
+       "      <td>1,088.450</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>4</td>\n",
+       "      <td>1/5/17 0:00</td>\n",
+       "      <td>1,114.380</td>\n",
+       "      <td>1,136.720</td>\n",
+       "      <td>885.410</td>\n",
+       "      <td>1,004.740</td>\n",
+       "      <td>36,018.860</td>\n",
+       "      <td>36,211,399.530</td>\n",
+       "      <td>1,005.350</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     Timestamp      Open      High       Low     Close  Volume (BTC)  Volume (Currency)  Weighted Price\n",
+       "0  1/1/17 0:00   966.340 1,005.000   960.530   997.750     6,850.590      6,764,742.060         987.470\n",
+       "1  1/2/17 0:00   997.750 1,032.000   990.010 1,012.540     8,167.380      8,273,576.990       1,013.000\n",
+       "2  1/3/17 0:00 1,011.440 1,039.000   999.990 1,035.240     9,089.660      9,276,500.310       1,020.560\n",
+       "3  1/4/17 0:00 1,035.510 1,139.890 1,028.560 1,114.920    21,562.460     23,469,644.960       1,088.450\n",
+       "4  1/5/17 0:00 1,114.380 1,136.720   885.410 1,004.740    36,018.860     36,211,399.530       1,005.350"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.read_csv('../data/bitcoin_data.csv')\n",
+    "\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Also, there are many options when loading data, for example CSVs don't have indexes like our DataFrames, so we'll designate the `index_col` when reading:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Timestamp</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>2017-01-01</td>\n",
+       "      <td>966.340</td>\n",
+       "      <td>1,005.000</td>\n",
+       "      <td>960.530</td>\n",
+       "      <td>997.750</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2017-01-02</td>\n",
+       "      <td>997.750</td>\n",
+       "      <td>1,032.000</td>\n",
+       "      <td>990.010</td>\n",
+       "      <td>1,012.540</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2017-01-03</td>\n",
+       "      <td>1,011.440</td>\n",
+       "      <td>1,039.000</td>\n",
+       "      <td>999.990</td>\n",
+       "      <td>1,035.240</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2017-01-04</td>\n",
+       "      <td>1,035.510</td>\n",
+       "      <td>1,139.890</td>\n",
+       "      <td>1,028.560</td>\n",
+       "      <td>1,114.920</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2017-01-05</td>\n",
+       "      <td>1,114.380</td>\n",
+       "      <td>1,136.720</td>\n",
+       "      <td>885.410</td>\n",
+       "      <td>1,004.740</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                Open      High       Low     Close\n",
+       "Timestamp                                         \n",
+       "2017-01-01   966.340 1,005.000   960.530   997.750\n",
+       "2017-01-02   997.750 1,032.000   990.010 1,012.540\n",
+       "2017-01-03 1,011.440 1,039.000   999.990 1,035.240\n",
+       "2017-01-04 1,035.510 1,139.890 1,028.560 1,114.920\n",
+       "2017-01-05 1,114.380 1,136.720   885.410 1,004.740"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.read_csv(\n",
+    "    '../data/bitcoin_data.csv',\n",
+    "    index_col=0,\n",
+    "    parse_dates=True\n",
+    ").loc[:, 'Open':'Close']\n",
+    "\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Bitcoin price (USD)')"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "dark"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, ax = plt.subplots(figsize=(16, 6))\n",
+    "\n",
+    "df.plot(ax=ax)\n",
+    "\n",
+    "plt.title(\"Bitcoin price (USD)\", fontsize=16, fontweight='bold', color='white')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Plotting example: Bollinger bands\n",
+    "\n",
+    "As a sneak peek of what we'll see in upcoming lectures, lets make some basic plots using _pandas_.\n",
+    "\n",
+    "Bollinger Bands are a technical trading tool created by John Bollinger in the early 1980s. They arose from the need for adaptive trading bands and the observation that volatility was dynamic, not static as was widely believed at the time."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Calculate Bollinger bands\n",
+    "\n",
+    "To demostrate the strategy we will use a 30 periods rolling mean window, and 1.5 standard deviations for each of the bands. This might not be the optimal configuration for this dataset, but we will talk more about optimizing these two arguments later."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# set number of days and standard deviations to use for rolling \n",
+    "# lookback period for Bollinger band calculation\n",
+    "window = 30\n",
+    "no_of_std = 1.5\n",
+    "\n",
+    "# calculate rolling mean and standard deviation\n",
+    "rolling_mean = df['Close'].rolling(window).mean()\n",
+    "rolling_std = df['Close'].rolling(window).std()\n",
+    "\n",
+    "# create two new DataFrame columns to hold values of upper and lower Bollinger bands\n",
+    "df['Rolling Mean'] = rolling_mean\n",
+    "df['Bollinger High'] = rolling_mean + (rolling_std * no_of_std)\n",
+    "df['Bollinger Low'] = rolling_mean - (rolling_std * no_of_std)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Rolling Mean</th>\n",
+       "      <th>Bollinger High</th>\n",
+       "      <th>Bollinger Low</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Timestamp</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>2018-03-24</td>\n",
+       "      <td>8,917.990</td>\n",
+       "      <td>9,020.000</td>\n",
+       "      <td>8,505.000</td>\n",
+       "      <td>8,547.000</td>\n",
+       "      <td>9,533.030</td>\n",
+       "      <td>11,150.406</td>\n",
+       "      <td>7,915.654</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2018-03-25</td>\n",
+       "      <td>8,541.960</td>\n",
+       "      <td>8,680.000</td>\n",
+       "      <td>8,368.630</td>\n",
+       "      <td>8,453.900</td>\n",
+       "      <td>9,475.957</td>\n",
+       "      <td>11,109.229</td>\n",
+       "      <td>7,842.684</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2018-03-26</td>\n",
+       "      <td>8,451.120</td>\n",
+       "      <td>8,500.000</td>\n",
+       "      <td>7,831.150</td>\n",
+       "      <td>8,149.660</td>\n",
+       "      <td>9,424.612</td>\n",
+       "      <td>11,096.248</td>\n",
+       "      <td>7,752.976</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2018-03-27</td>\n",
+       "      <td>8,152.260</td>\n",
+       "      <td>8,211.620</td>\n",
+       "      <td>7,742.110</td>\n",
+       "      <td>7,791.700</td>\n",
+       "      <td>9,364.668</td>\n",
+       "      <td>11,094.048</td>\n",
+       "      <td>7,635.287</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2018-03-28</td>\n",
+       "      <td>7,791.690</td>\n",
+       "      <td>8,104.980</td>\n",
+       "      <td>7,723.030</td>\n",
+       "      <td>8,039.860</td>\n",
+       "      <td>9,288.506</td>\n",
+       "      <td>11,032.616</td>\n",
+       "      <td>7,544.396</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                Open      High       Low     Close  Rolling Mean  Bollinger High  Bollinger Low\n",
+       "Timestamp                                                                                      \n",
+       "2018-03-24 8,917.990 9,020.000 8,505.000 8,547.000     9,533.030      11,150.406      7,915.654\n",
+       "2018-03-25 8,541.960 8,680.000 8,368.630 8,453.900     9,475.957      11,109.229      7,842.684\n",
+       "2018-03-26 8,451.120 8,500.000 7,831.150 8,149.660     9,424.612      11,096.248      7,752.976\n",
+       "2018-03-27 8,152.260 8,211.620 7,742.110 7,791.700     9,364.668      11,094.048      7,635.287\n",
+       "2018-03-28 7,791.690 8,104.980 7,723.030 8,039.860     9,288.506      11,032.616      7,544.396"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.tail()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Bitcoin - Bollinger bands (USD)')"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "dark"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, ax = plt.subplots(figsize=(16, 6))\n",
+    "\n",
+    "df[['Close','Bollinger High','Bollinger Low']].plot(ax=ax)\n",
+    "\n",
+    "plt.title(\"Bitcoin - Bollinger bands (USD)\", fontsize=16, fontweight='bold', color='white')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "> Check out the blog post we wrote about <a href=\"https://blog.rmotr.com/bitcoin-trading-with-python-bollinger-bands-strategy-analysis-b1a223385a89\">Bollinger bands here</a>!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/pandas/conditional-selection-and-operations.ipynb b/pandas/conditional-selection-and-operations.ipynb
new file mode 100644
index 0000000..e1c5245
--- /dev/null
+++ b/pandas/conditional-selection-and-operations.ipynb
@@ -0,0 +1,1548 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![rmotr](https://user-images.githubusercontent.com/7065401/52071918-bda15380-2562-11e9-828c-7f95297e4a82.png)\n",
+    "<hr style=\"margin-bottom: 40px;\">\n",
+    "\n",
+    "<img src=\"https://user-images.githubusercontent.com/7065401/39118512-dfa1cc1a-46e9-11e8-9547-093d4532451e.png\"\n",
+    "    style=\"width:300px; float: right; margin: 0 40px 40px 40px;\"></img>\n",
+    "\n",
+    "# Vectorized Operations and Methods on Pandas Series\n",
+    "\n",
+    "Series also support vectorized operations and aggregation functions as Numpy, on this lecture we'll see most common ones."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)\n",
+    "\n",
+    "## Hands on! "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pd.options.display.float_format = '{:,.2f}'.format"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "The first thing we'll do is create again the `Series` from our previous lecture: "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "g7_pop = pd.Series({\n",
+    "    'Canada': 35.467,\n",
+    "    'France': 63.951,\n",
+    "    'Germany': 80.94,\n",
+    "    'Italy': 60.665,\n",
+    "    'Japan': 127.061,\n",
+    "    'United Kingdom': 64.511,\n",
+    "    'United States': 318.523\n",
+    "}, dtype=np.float, name='G7 Population in millions')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35.47\n",
+       "France            63.95\n",
+       "Germany           80.94\n",
+       "Italy             60.66\n",
+       "Japan            127.06\n",
+       "United Kingdom    64.51\n",
+       "United States    318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "gdp = pd.Series(\n",
+    "    [1785387, 2833687, 3874437, 2167744, 4602367, 2950039, 17348075],\n",
+    "    index=['Canada', 'France', 'Germany', 'Italy',\n",
+    "            'Japan', 'United Kingdom', 'United States'],\n",
+    "    dtype=np.float,\n",
+    "    name='G7 GDP in millions')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            1,785,387.00\n",
+       "France            2,833,687.00\n",
+       "Germany           3,874,437.00\n",
+       "Italy             2,167,744.00\n",
+       "Japan             4,602,367.00\n",
+       "United Kingdom    2,950,039.00\n",
+       "United States    17,348,075.00\n",
+       "Name: G7 GDP in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "gdp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada    35.47\n",
+       "France    63.95\n",
+       "Germany   80.94\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.head(3)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Japan            127.06\n",
+       "United Kingdom    64.51\n",
+       "United States    318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.tail(3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## `Series` vectorized operations"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35,467,000.00\n",
+       "France            63,951,000.00\n",
+       "Germany           80,940,000.00\n",
+       "Italy             60,665,000.00\n",
+       "Japan            127,061,000.00\n",
+       "United Kingdom    64,511,000.00\n",
+       "United States    318,523,000.00\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop * 1_000_000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada           1,000,035.47\n",
+       "France           1,000,063.95\n",
+       "Germany          1,000,080.94\n",
+       "Italy            1,000,060.67\n",
+       "Japan            1,000,127.06\n",
+       "United Kingdom   1,000,064.51\n",
+       "United States    1,000,318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop + 1_000_000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            1,785,387,000,000.00\n",
+       "France            2,833,687,000,000.00\n",
+       "Germany           3,874,437,000,000.00\n",
+       "Italy             2,167,744,000,000.00\n",
+       "Japan             4,602,367,000,000.00\n",
+       "United Kingdom    2,950,039,000,000.00\n",
+       "United States    17,348,075,000,000.00\n",
+       "Name: G7 GDP in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "gdp * 1_000_000"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Operation between Series:**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada           50,339.39\n",
+       "France           44,310.28\n",
+       "Germany          47,868.01\n",
+       "Italy            35,733.03\n",
+       "Japan            36,221.71\n",
+       "United Kingdom   45,729.24\n",
+       "United States    54,464.12\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "gdp / g7_pop"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada           50,339.39\n",
+       "France           44,310.28\n",
+       "Germany          47,868.01\n",
+       "Italy            35,733.03\n",
+       "Japan            36,221.71\n",
+       "United Kingdom   45,729.24\n",
+       "United States    54,464.12\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "(gdp * 1_000_000) / (g7_pop * 1_000_000)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Using _Universal Functions (Ufuncs)_ to obtain statistical info\n",
+    "\n",
+    "We can apply any _Universal Function_ to a Series.\n",
+    "\n",
+    "Another useful method is `describe`, which gives you a good \"summary\" of the `Series`. Let's explore other methods in more detail:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "count     7.00\n",
+       "mean    107.30\n",
+       "std      97.25\n",
+       "min      35.47\n",
+       "25%      62.31\n",
+       "50%      64.51\n",
+       "75%     104.00\n",
+       "max     318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "318.523"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.max()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "35.467"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.min()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "107.30257142857144"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.mean()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "97.24996987121581"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.std()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "61.3222"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.quantile(.2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "117.83680000000004"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.quantile(.8)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada           3.57\n",
+       "France           4.16\n",
+       "Germany          4.39\n",
+       "Italy            4.11\n",
+       "Japan            4.84\n",
+       "United Kingdom   4.17\n",
+       "United States    5.76\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.log(g7_pop)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![rmotr](https://user-images.githubusercontent.com/7065401/52071918-bda15380-2562-11e9-828c-7f95297e4a82.png)\n",
+    "<hr style=\"margin-bottom: 40px;\">\n",
+    "\n",
+    "<img src=\"https://user-images.githubusercontent.com/7065401/39118512-dfa1cc1a-46e9-11e8-9547-093d4532451e.png\"\n",
+    "    style=\"width:300px; float: right; margin: 0 40px 40px 40px;\"></img>\n",
+    "\n",
+    "# Conditional Selection & Filtering on Pandas Series\n",
+    "\n",
+    "In conditional selection (also known as **boolean selection**), we will select subsets of data based on the actual values of the data in the Series by using a boolean vector to filter the data."
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)\n",
+    "\n",
+    "## Hands on!"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 1,
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "The first thing we'll do is create again the `Series` from our previous lecture:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 2,
+   "source": [
+    "data_dic = {\n",
+    "    'Canada': 35.467,\n",
+    "    'France': 63.951,\n",
+    "    'Germany': 80.94,\n",
+    "    'Italy': 60.665,\n",
+    "    'Japan': 127.061,\n",
+    "    'United Kingdom': 64.511,\n",
+    "    'United States': 318.523\n",
+    "}\n",
+    "\n",
+    "g7_pop = pd.Series(data_dic,\n",
+    "                   name='G7 Population in millions')"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 3,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Summary of selection (from previous lesson):"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "63.951"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 4,
+   "source": "g7_pop['France']"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "63.951"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 5,
+   "source": "g7_pop.loc['France']"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "35.467"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 6,
+   "source": "g7_pop.iloc[0]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Conditional selection ( boolean arrays)\n",
+    "\n",
+    "The same boolean array techniques we saw applied to numpy arrays can be used for Pandas `Series`.\n",
+    "\n",
+    "On previous lecture we saw that we can index our `Series` using a list of boolean values:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "France     63.951\n",
+       "Germany    80.940\n",
+       "Italy      60.665\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 7,
+   "source": "g7_pop[[False, True,  True, True,  False, False,  False]]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "More documented:"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "France     63.951\n",
+       "Germany    80.940\n",
+       "Italy      60.665\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 8,
+   "source": [
+    "g7_pop[[\n",
+    "    False, # CA\n",
+    "    True,  # Fr\n",
+    "    True,  # GE\n",
+    "    True,  # IT\n",
+    "    False, # JA\n",
+    "    False, # UK\n",
+    "    False  #US\n",
+    "]]"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Now we'll go a step further and use a real condition to generate these list of boolean values:"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            False\n",
+       "France            False\n",
+       "Germany            True\n",
+       "Italy             False\n",
+       "Japan              True\n",
+       "United Kingdom    False\n",
+       "United States      True\n",
+       "Name: G7 Population in millions, dtype: bool"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 9,
+   "source": [
+    "condition = g7_pop > 70\n",
+    "\n",
+    "condition"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Germany           80.940\n",
+       "Japan            127.061\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 10,
+   "source": "g7_pop[condition]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Germany           80.940\n",
+       "Japan            127.061\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 11,
+   "source": "g7_pop.loc[g7_pop > 70]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "107.30257142857144"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 12,
+   "source": "g7_pop.mean()"
+  },
+  {
+   "metadata": {
+    "scrolled": true
+   },
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Japan            127.061\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 13,
+   "source": "g7_pop[g7_pop > g7_pop.mean()]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Japan            127.061\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 14,
+   "source": "g7_pop.loc[g7_pop > g7_pop.mean()]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 15,
+   "source": "g7_pop.loc[g7_pop > g7_pop.mean()].size"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "### Operators"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "#### `or`"
+  },
+  {
+   "metadata": {
+    "scrolled": true
+   },
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35.467\n",
+       "Germany           80.940\n",
+       "Japan            127.061\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 16,
+   "source": "g7_pop[(g7_pop > 70) | (g7_pop < 40)]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "#### `and`"
+  },
+  {
+   "metadata": {
+    "scrolled": true
+   },
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Germany     80.940\n",
+       "Japan      127.061\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 17,
+   "source": "g7_pop[(g7_pop > 80) & (g7_pop < 200)]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "#### `not`"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35.467\n",
+       "France            63.951\n",
+       "Italy             60.665\n",
+       "United Kingdom    64.511\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 18,
+   "source": "g7_pop.loc[~(g7_pop > 80)]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Germany           80.940\n",
+       "Japan            127.061\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 19,
+   "source": "g7_pop.loc[g7_pop > 80]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Japan            127.061\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 20,
+   "source": "g7_pop[g7_pop > g7_pop.mean()]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "97.24996987121581"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 21,
+   "source": "g7_pop.std()"
+  },
+  {
+   "metadata": {
+    "scrolled": true
+   },
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 22,
+   "source": "g7_pop[(g7_pop > g7_pop.mean() - g7_pop.std() / 2) | (g7_pop > g7_pop.mean() + g7_pop.std() / 2)]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Indexing with isin\n",
+    "\n",
+    "Consider the `isin()` method of `Series`, which returns a boolean vector that is true wherever the Series elements exist in the passed list. This allows you to select rows where one or more columns have values you want:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 23,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada     35.467\n",
+       "Germany    80.940\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 24,
+   "source": "g7_pop[g7_pop.isin([80, 80.940, 60.451, 35.467])]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada    35.467\n",
+       "Italy     60.665\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 25,
+   "source": "g7_pop[g7_pop.index.isin(['Canada', 'Italy'])]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "### Modifying series using conditional selection"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             99.990\n",
+       "France             99.990\n",
+       "Germany            80.940\n",
+       "Italy              99.990\n",
+       "Japan             127.061\n",
+       "United Kingdom     99.990\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 26,
+   "source": [
+    "g7_pop[g7_pop < 70] = 99.99\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "Also we can combine `+=`, `-=`, `*=` operations while modifying values.\n",
+    "\n",
+    "Lets remove 5 million from countries with population >100M:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             99.990\n",
+       "France             99.990\n",
+       "Germany            80.940\n",
+       "Italy              99.990\n",
+       "Japan             132.061\n",
+       "United Kingdom     99.990\n",
+       "United States     323.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 27,
+   "source": [
+    "g7_pop[g7_pop > 100] += 5\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![rmotr](https://user-images.githubusercontent.com/7065401/52071918-bda15380-2562-11e9-828c-7f95297e4a82.png)\n",
+    "<hr style=\"margin-bottom: 40px;\">\n",
+    "\n",
+    "<img src=\"https://user-images.githubusercontent.com/7065401/39118512-dfa1cc1a-46e9-11e8-9547-093d4532451e.png\"\n",
+    "    style=\"width:300px; float: right; margin: 0 40px 40px 40px;\"></img>\n",
+    "\n",
+    "# Pandas Series - Sorting\n",
+    "\n",
+    "In many use cases `Series` values need to be sorted.\n",
+    "\n",
+    "Sorting in Pandas is extremely easy. There are two important methods to be used for Series and DataFrames that will take care of the job: `sort_values` and `sort_index`."
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)\n",
+    "\n",
+    "## Hands on!"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 1,
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 2,
+   "source": "pd.options.display.float_format = '{:,.2f}'.format"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "The first thing we'll do is create again the `Series` from our previous lecture:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 3,
+   "source": [
+    "g7_pop = pd.Series({\n",
+    "    'Canada': 35.467,\n",
+    "    'France': 63.951,\n",
+    "    'Germany': 80.94,\n",
+    "    'Italy': 60.665,\n",
+    "    'Japan': 127.061,\n",
+    "    'United Kingdom': 64.511,\n",
+    "    'United States': 318.523\n",
+    "}, dtype=np.float, name='G7 Population in millions')"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35.47\n",
+       "France            63.95\n",
+       "Germany           80.94\n",
+       "Italy             60.66\n",
+       "Japan            127.06\n",
+       "United Kingdom    64.51\n",
+       "United States    318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 4,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 5,
+   "source": [
+    "gdp = pd.Series(\n",
+    "    [1785387, 2833687, 3874437, 2167744, 4602367, 2950039, 17348075],\n",
+    "    index=['Canada', 'France', 'Germany', 'Italy',\n",
+    "            'Japan', 'United Kingdom', 'United States'],\n",
+    "    dtype=np.float,\n",
+    "    name='G7 GDP in millions')"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "### Sorting values"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35.47\n",
+       "France            63.95\n",
+       "Germany           80.94\n",
+       "Italy             60.66\n",
+       "Japan            127.06\n",
+       "United Kingdom    64.51\n",
+       "United States    318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 6,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35.47\n",
+       "Italy             60.66\n",
+       "France            63.95\n",
+       "United Kingdom    64.51\n",
+       "Germany           80.94\n",
+       "Japan            127.06\n",
+       "United States    318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 7,
+   "source": "g7_pop.sort_values()"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "As you can see, sorting is as simple as invoking the `sort_values` method. By default, values are sorted in ascending order, which you can customize with the `ascending` parameter."
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "United States    318.52\n",
+       "Japan            127.06\n",
+       "Germany           80.94\n",
+       "United Kingdom    64.51\n",
+       "France            63.95\n",
+       "Italy             60.66\n",
+       "Canada            35.47\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 8,
+   "source": "g7_pop.sort_values(ascending=False)"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35.47\n",
+       "France            63.95\n",
+       "Germany           80.94\n",
+       "Italy             60.66\n",
+       "Japan            127.06\n",
+       "United Kingdom    64.51\n",
+       "United States    318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 9,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 10,
+   "source": "g7_pop.sort_values(ascending=False, inplace=True)"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "United States    318.52\n",
+       "Japan            127.06\n",
+       "Germany           80.94\n",
+       "United Kingdom    64.51\n",
+       "France            63.95\n",
+       "Italy             60.66\n",
+       "Canada            35.47\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 11,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Sorting index\n",
+    "\n",
+    "`sort_index` works exactly in the same way:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            35.47\n",
+       "France            63.95\n",
+       "Germany           80.94\n",
+       "Italy             60.66\n",
+       "Japan            127.06\n",
+       "United Kingdom    64.51\n",
+       "United States    318.52\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 12,
+   "source": "g7_pop.sort_index()"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)"
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/pandas/data/invoices.csv b/pandas/data/invoices.csv
deleted file mode 100644
index e69de29..0000000
diff --git a/pandas/introduction.ipynb b/pandas/introduction.ipynb
new file mode 100644
index 0000000..4fe6f97
--- /dev/null
+++ b/pandas/introduction.ipynb
@@ -0,0 +1,582 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "# Introduction to Pandas\n",
+   "id": "f28d9e6dd1c6f922"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Dictionary to DataFrame\n",
+    "Pandas is an open source library, providing high-performance, easy-to-use data structures and data analysis tools for Python. Sounds promising!\n",
+    "\n",
+    "The DataFrame is one of Pandas' most important data structures. It's basically a way to store tabular data where you can label the rows and the columns. One way to build a DataFrame is from a dictionary.\n",
+    "\n",
+    "In the exercises that follow you will be working with vehicle data from different countries. Each observation corresponds to a country and the columns give information about the number of vehicles per capita, whether people drive left or right, and so on.\n",
+    "\n",
+    "Three lists are defined in the script:\n",
+    "\n",
+    "- names, containing the country names for which data is available.\n",
+    "- dr, a list with booleans that tells whether people drive left or right in the corresponding country.\n",
+    "- cpc, the number of motor vehicles per 1000 people in the corresponding country.\n",
+    "Each dictionary key is a column label and each value is a list which contains the column elements.\n",
+    "### Instructions\n",
+    "- Import pandas as pd.\n",
+    "- Use the pre-defined lists to create a dictionary called my_dict. There should be three key value pairs:\n",
+    "    - key 'country' and value names.\n",
+    "    - key 'drives_right' and value dr.\n",
+    "    - key 'cars_per_cap' and value cpc.\n",
+    "- Use pd.DataFrame() to turn your dict into a DataFrame called cars.\n",
+    "- Print out cars and see how beautiful it is."
+   ],
+   "id": "cc789f0e4f9a365a"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T11:16:37.821673Z",
+     "start_time": "2025-08-09T11:16:36.638900Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Pre-defined lists\n",
+    "names = ['United States', 'Australia', 'Japan', 'India', 'Russia', 'Morocco', 'Egypt']\n",
+    "dr =  [True, False, False, False, True, True, True]\n",
+    "cpc = [809, 731, 588, 18, 200, 70, 45]\n",
+    "\n",
+    "# Import pandas as pd\n",
+    "import pandas as pd\n",
+    "\n",
+    "# Create dictionary my_dict with three key:value pairs: my_dict\n",
+    "my_dict = {\n",
+    "    'country': names,\n",
+    "    'drives_right': dr,\n",
+    "    'cars_per_cap': cpc\n",
+    "}\n",
+    "\n",
+    "# Build a DataFrame cars from my_dict: cars\n",
+    "cars = pd.DataFrame(my_dict)\n",
+    "\n",
+    "# Print cars\n",
+    "print(cars)\n"
+   ],
+   "id": "4118dd7ee9bb1878",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "         country  drives_right  cars_per_cap\n",
+      "0  United States          True           809\n",
+      "1      Australia         False           731\n",
+      "2          Japan         False           588\n",
+      "3          India         False            18\n",
+      "4         Russia          True           200\n",
+      "5        Morocco          True            70\n",
+      "6          Egypt          True            45\n"
+     ]
+    }
+   ],
+   "execution_count": 1
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Dictionary to DataFrame\n",
+    "The Python code that solves the previous exercise is included in the script. Have you noticed that the row labels (i.e. the labels for the different observations) were automatically set to integers from 0 up to 6?\n",
+    "\n",
+    "To solve this a list row_labels has been created. You can use it to specify the row labels of the cars DataFrame. You do this by setting the index attribute of cars, that you can access as cars.index.\n",
+    "###  Instructions\n",
+    "- Hit Run Code to see that, indeed, the row labels are not correctly set.\n",
+    "- Specify the row labels by setting cars.index equal to row_labels.\n",
+    "- Print out cars again and check if the row labels are correct this time."
+   ],
+   "id": "83b76475d9afa94f"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T11:21:55.912272Z",
+     "start_time": "2025-08-09T11:21:55.893363Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Definition of row_labels\n",
+    "row_labels = ['US', 'AUS', 'JPN', 'IN', 'RU', 'MOR', 'EG']\n",
+    "\n",
+    "# Specify row labels of cars\n",
+    "cars.index = row_labels\n",
+    "\n",
+    "# Print cars again\n",
+    "print(cars)"
+   ],
+   "id": "63b507934a2bd80b",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "           country  drives_right  cars_per_cap\n",
+      "US   United States          True           809\n",
+      "AUS      Australia         False           731\n",
+      "JPN          Japan         False           588\n",
+      "IN           India         False            18\n",
+      "RU          Russia          True           200\n",
+      "MOR        Morocco          True            70\n",
+      "EG           Egypt          True            45\n"
+     ]
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## CSV to DataFrame\n",
+    "Putting data in a dictionary and then building a DataFrame works, but it's not very efficient. What if you're dealing with millions of observations? In those cases, the data is typically available as files with a regular structure. One of those file types is the CSV file, which is short for \"comma-separated values\".\n",
+    "\n",
+    "To import CSV data into Python as a Pandas DataFrame you can use read_csv().\n",
+    "\n",
+    "Let's explore this function with the same cars data from the previous exercises. This time, however, the data is available in a CSV file, named cars.csv. It is available in your current working directory, so the path to the file is simply 'cars.csv'.\n",
+    "### Instructions\n",
+    "- To import CSV files you still need the pandas package: import it as pd.\n",
+    "- Use pd.read_csv() to import cars.csv data as a DataFrame. Store this DataFrame as cars.\n",
+    "- Print out cars. Does everything look OK?\n",
+    "\n"
+   ],
+   "id": "3c4082b235b46ae5"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T11:36:28.287476Z",
+     "start_time": "2025-08-09T11:36:28.237088Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import pandas as pd\n",
+    "import pandas as pd\n",
+    "\n",
+    "# Import the cars.csv data: cars\n",
+    "cars = pd.read_csv('../data/cars.csv')\n",
+    "\n",
+    "\n",
+    "# Print out cars\n",
+    "print(cars)\n"
+   ],
+   "id": "e345df8a617c747c",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "  Unnamed: 0  cars_per_cap        country  drives_right\n",
+      "0         US           809  United States          True\n",
+      "1        AUS           731      Australia         False\n",
+      "2        JPN           588          Japan         False\n",
+      "3         IN            18          India         False\n",
+      "4         RU           200         Russia          True\n",
+      "5        MOR            70        Morocco          True\n",
+      "6         EG            45          Egypt          True\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "Your read_csv() call to import the CSV data didn't generate an error, but the output is not entirely what we wanted. The row labels were imported as another column without a name.\n",
+    "\n",
+    "Remember index_col, an argument of read_csv(), that you can use to specify which column in the CSV file should be used as a row label? Well, that's exactly what you need here!\n",
+    "\n",
+    "Python code that solves the previous exercise is already included; can you make the appropriate changes to fix the data import?\n",
+    "### Instructions\n",
+    "- Run the code with Run Code and assert that the first column should actually be used as row labels.\n",
+    "- Specify the index_col argument inside pd.read_csv(): set it to 0, so that the first column is used as row labels.\n",
+    "- Has the printout of cars improved now?"
+   ],
+   "id": "9a0a46f907918ad3"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T16:39:36.407786Z",
+     "start_time": "2025-08-09T16:39:36.051020Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Import pandas as pd\n",
+    "import pandas as pd\n",
+    "\n",
+    "# Fix import by including index_col\n",
+    "cars = pd.read_csv('../data/cars.csv', index_col=0)\n",
+    "# Print out cars\n",
+    "print(cars)"
+   ],
+   "id": "2f6a5d1dfe999d59",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            cars_per_cap        country  drives_right\n",
+      "Unnamed: 0                                           \n",
+      "US                   809  United States          True\n",
+      "AUS                  731      Australia         False\n",
+      "JPN                  588          Japan         False\n",
+      "IN                    18          India         False\n",
+      "RU                   200         Russia          True\n",
+      "MOR                   70        Morocco          True\n",
+      "EG                    45          Egypt          True\n"
+     ]
+    }
+   ],
+   "execution_count": 2
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## Square Brackets\n",
+    "In the video, you saw that you can index and select Pandas DataFrames in many different ways. The simplest, but not the most powerful way, is to use square brackets.\n",
+    "\n",
+    "In the sample code, the same cars data is imported from a CSV files as a Pandas DataFrame. To select only the cars_per_cap column from cars, you can use:\n",
+    "\n",
+    "cars['cars_per_cap'] <br>\n",
+    "cars[['cars_per_cap']]\n",
+    "\n",
+    "The single bracket version gives a Pandas Series, the double bracket version gives a Pandas DataFrame.\n",
+    "### Instructions\n",
+    "- Use single square brackets to print out the country column of cars as a Pandas Series.\n",
+    "- Use double square brackets to print out the country column of cars as a Pandas DataFrame.\n",
+    "- Use double square brackets to print out a DataFrame with both the country and drives_right columns of cars, in this order."
+   ],
+   "id": "62a575531444e480"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T16:35:38.528152Z",
+     "start_time": "2025-08-09T16:35:38.510645Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print out country column as Pandas Series\n",
+    "print(cars['country'])\n",
+    "\n",
+    "# Print out country column as Pandas DataFrame\n",
+    "print(cars[['country']])\n",
+    "\n",
+    "# Print out DataFrame with country and drives_right columns\n",
+    "print(cars[['country', 'drives_right']])"
+   ],
+   "id": "45841b5239894637",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Unnamed: 0\n",
+      "US     United States\n",
+      "AUS        Australia\n",
+      "JPN            Japan\n",
+      "IN             India\n",
+      "RU            Russia\n",
+      "MOR          Morocco\n",
+      "EG             Egypt\n",
+      "Name: country, dtype: object\n",
+      "                  country\n",
+      "Unnamed: 0               \n",
+      "US          United States\n",
+      "AUS             Australia\n",
+      "JPN                 Japan\n",
+      "IN                  India\n",
+      "RU                 Russia\n",
+      "MOR               Morocco\n",
+      "EG                  Egypt\n",
+      "                  country  drives_right\n",
+      "Unnamed: 0                             \n",
+      "US          United States          True\n",
+      "AUS             Australia         False\n",
+      "JPN                 Japan         False\n",
+      "IN                  India         False\n",
+      "RU                 Russia          True\n",
+      "MOR               Morocco          True\n",
+      "EG                  Egypt          True\n"
+     ]
+    }
+   ],
+   "execution_count": 15
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "Square brackets can do more than just selecting columns. You can also use them to get rows, or observations, from a DataFrame. The following call selects the first five rows from the cars DataFrame:\n",
+    "\n",
+    "cars[0:5] <br>\n",
+    "The result is another DataFrame containing only the rows you specified.\n",
+    "\n",
+    "Pay attention: You can only select rows using square brackets if you specify a slice, like 0:4. Also, you're using the integer indexes of the rows here, not the row labels!\n",
+    "### Instructions\n",
+    "- Select the first 3 observations from cars and print them out.\n",
+    "- Select the fourth, fifth and sixth observation, corresponding to row indexes 3, 4 and 5, and print them out."
+   ],
+   "id": "dbc9694ba1da3507"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T16:39:42.797208Z",
+     "start_time": "2025-08-09T16:39:42.787805Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print out first 3 observations\n",
+    "print(cars[0:3])\n",
+    "\n",
+    "# Print out fourth, fifth and sixth observation\n",
+    "print(cars[3:6])"
+   ],
+   "id": "b523c9bae4074c12",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "            cars_per_cap        country  drives_right\n",
+      "Unnamed: 0                                           \n",
+      "US                   809  United States          True\n",
+      "AUS                  731      Australia         False\n",
+      "JPN                  588          Japan         False\n",
+      "            cars_per_cap  country  drives_right\n",
+      "Unnamed: 0                                     \n",
+      "IN                    18    India         False\n",
+      "RU                   200   Russia          True\n",
+      "MOR                   70  Morocco          True\n"
+     ]
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## loc and iloc\n",
+    "With loc and ilocyou can do practically any data selection operation on DataFrames you can think of. loc is label-based, which means that you have to specify rows and columns based on their row and column labels. iloc is integer index based, so you have to specify rows and columns by their integer index like you did in the previous exercise.\n",
+    "\n",
+    "Try out the following commands to experiment with loc and iloc to select observations. Each pair of commands here gives the same result.\n",
+    "\n",
+    "cars.loc['RU'] <br>\n",
+    "cars.iloc[4]\n",
+    "\n",
+    "cars.loc[['RU']] <br>\n",
+    "cars.iloc[[4]]\n",
+    "\n",
+    "cars.loc[['RU', 'AUS']] <br>\n",
+    "cars.iloc[[4, 1]]\n",
+    "\n",
+    "As before, code is included that imports the cars data as a Pandas DataFrame.\n",
+    "### Instructions\n",
+    "- Use loc or iloc to select the observation corresponding to Japan as a Series. The label of this row is JPN, the index is 2. Make sure to print the resulting Series.\n",
+    "- Use loc or iloc to select the observations for Australia and Egypt as a DataFrame. You can find out about the labels/indexes of these rows by inspecting cars. Make sure to print the resulting DataFrame."
+   ],
+   "id": "f834d62aa7810edf"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T16:46:22.364275Z",
+     "start_time": "2025-08-09T16:46:22.345224Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print out observation for Japan\n",
+    "print(cars.loc['JPN'])\n",
+    "\n",
+    "# Print out observations for Australia and Egypt\n",
+    "print(cars.loc[['AUS', 'EG']])"
+   ],
+   "id": "a77f0992e3dee05",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "cars_per_cap      588\n",
+      "country         Japan\n",
+      "drives_right    False\n",
+      "Name: JPN, dtype: object\n",
+      "            cars_per_cap    country  drives_right\n",
+      "Unnamed: 0                                       \n",
+      "AUS                  731  Australia         False\n",
+      "EG                    45      Egypt          True\n"
+     ]
+    }
+   ],
+   "execution_count": 4
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "loc and iloc also allow you to select both rows and columns from a DataFrame. To experiment, try out the following commands. Again, paired commands produce the same result.\n",
+    "\n",
+    "cars.loc['IN', 'cars_per_cap'] <br>\n",
+    "cars.iloc[3, 0]\n",
+    "\n",
+    "cars.loc[['IN', 'RU'], 'cars_per_cap'] <br>\n",
+    "cars.iloc[[3, 4], 0]\n",
+    "\n",
+    "cars.loc[['IN', 'RU'], ['cars_per_cap', 'country']] <br>\n",
+    "cars.iloc[[3, 4], [0, 1]]\n",
+    "### Instructions\n",
+    "- Print out the drives_right value of the row corresponding to Morocco (its row label is MOR)\n",
+    "- Print out a sub-DataFrame, containing the observations for Russia and Morocco and the columns country and drives_right."
+   ],
+   "id": "2d83ba399a185d5d"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T16:49:51.811040Z",
+     "start_time": "2025-08-09T16:49:51.789926Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print out drives_right value of Morocco\n",
+    "print(cars.loc['MOR', 'drives_right'])\n",
+    "\n",
+    "# Print sub-DataFrame\n",
+    "print(cars.loc[['RU', 'MOR'], ['country', 'drives_right']])"
+   ],
+   "id": "8880fc07ee66763c",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "True\n",
+      "            country  drives_right\n",
+      "Unnamed: 0                       \n",
+      "RU           Russia          True\n",
+      "MOR         Morocco          True\n"
+     ]
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "It's also possible to select only columns with loc and iloc. In both cases, you simply put a slice going from beginning to end in front of the comma:\n",
+    "\n",
+    "cars.loc[:, 'country'] <br>\n",
+    "cars.iloc[:, 1]\n",
+    "\n",
+    "cars.loc[:, ['country','drives_right']]<br>\n",
+    "cars.iloc[:, [1, 2]]\n",
+    "\n",
+    "### Instructions\n",
+    "- Print out the drives_right column as a Series using loc or iloc.\n",
+    "- Print out the drives_right column as a DataFrame using loc or iloc.\n",
+    "- Print out both the cars_per_cap and drives_right column as a DataFrame using loc or iloc."
+   ],
+   "id": "2476306442c2b768"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-09T17:00:55.309364Z",
+     "start_time": "2025-08-09T17:00:55.292420Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Print out drives_right column as Series\n",
+    "print(cars.loc[:, 'drives_right'])\n",
+    "\n",
+    "# Print out drives_right column as DataFrame\n",
+    "print(cars.loc[:, ['drives_right']])\n",
+    "\n",
+    "# Print out cars_per_cap and drives_right as DataFrame\n",
+    "print(cars.loc[:, ['cars_per_cap', 'drives_right']])\n"
+   ],
+   "id": "58c40a7428af312a",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Unnamed: 0\n",
+      "US      True\n",
+      "AUS    False\n",
+      "JPN    False\n",
+      "IN     False\n",
+      "RU      True\n",
+      "MOR     True\n",
+      "EG      True\n",
+      "Name: drives_right, dtype: bool\n",
+      "            drives_right\n",
+      "Unnamed: 0              \n",
+      "US                  True\n",
+      "AUS                False\n",
+      "JPN                False\n",
+      "IN                 False\n",
+      "RU                  True\n",
+      "MOR                 True\n",
+      "EG                  True\n",
+      "            cars_per_cap  drives_right\n",
+      "Unnamed: 0                            \n",
+      "US                   809          True\n",
+      "AUS                  731         False\n",
+      "JPN                  588         False\n",
+      "IN                    18         False\n",
+      "RU                   200          True\n",
+      "MOR                   70          True\n",
+      "EG                    45          True\n"
+     ]
+    }
+   ],
+   "execution_count": 6
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/pandas/series.ipynb b/pandas/series.ipynb
new file mode 100644
index 0000000..d3c399a
--- /dev/null
+++ b/pandas/series.ipynb
@@ -0,0 +1,2235 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![rmotr](https://user-images.githubusercontent.com/7065401/52071918-bda15380-2562-11e9-828c-7f95297e4a82.png)\n",
+    "<hr style=\"margin-bottom: 40px;\">\n",
+    "\n",
+    "<img src=\"https://user-images.githubusercontent.com/7065401/39118512-dfa1cc1a-46e9-11e8-9547-093d4532451e.png\"\n",
+    "    style=\"width:300px; float: right; margin: 0 40px 40px 40px;\"></img>\n",
+    "\n",
+    "# Intro to Pandas Series\n",
+    "\n",
+    "A Series is a one-dimensional array-like object containing a _typed_ sequence of values and an associated array of data labels, called its _index_."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)\n",
+    "\n",
+    "## Hands on!\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Series creation\n",
+    "\n",
+    "`pd.Series`' constructor accepts the following parameters:\n",
+    "\n",
+    "- **data**: (required) has all the data we want to store on the Series and could be an scalar value, a Python sequence or an unidimensional NumPy ndarray.\n",
+    "- **index**: (optional), has all the labels that we want to assign to our data values and could be a Python sequence or an unidimensional NumPy ndarray. Default value: `np.arange(0, len(data))`.\n",
+    "- **dtype**: (optional) any NumPy data type."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0    1\n",
+       "1    2\n",
+       "2    3\n",
+       "3    4\n",
+       "4    5\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "series = pd.Series([1, 2, 3, 4, 5])\n",
+    "series"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Series have an associated type:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0    1\n",
+       "1    2\n",
+       "2    3\n",
+       "3    4\n",
+       "4    5\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Show first values of our Series\n",
+    "series.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dtype('int64')"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "series.dtype"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0    1.0\n",
+       "1    2.0\n",
+       "2    3.0\n",
+       "3    4.0\n",
+       "4    5.0\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "series = pd.Series([1, 2, 3, 4, 5], dtype=np.float)\n",
+    "series"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dtype('float64')"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "series.dtype"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0    a\n",
+       "1    b\n",
+       "2    c\n",
+       "3    d\n",
+       "4    e\n",
+       "dtype: object"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "series = pd.Series(['a', 'b', 'c', 'd', 'e'])\n",
+    "series"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0     2\n",
+       "1     4\n",
+       "2     6\n",
+       "3     8\n",
+       "4    10\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Using a ndarraynp.array([2, 4, 6, 8, 10\n",
+    "array = np.array([2, 4, 6, 8, 10])\n",
+    "series = pd.Series(array)\n",
+    "series"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "a    1\n",
+       "b    2\n",
+       "c    3\n",
+       "d    4\n",
+       "e    5\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# With predefined index\n",
+    "series = pd.Series([1, 2, 3, 4, 5], index=['a', 'b', 'c', 'd', 'e'])\n",
+    "series"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "a    1.0\n",
+       "b    2.0\n",
+       "c    3.0\n",
+       "d    4.0\n",
+       "e    5.0\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Using a dictionary (index will be defined using keys)\n",
+    "series = pd.Series({'a': 1, 'b': 2, 'c': 3, 'd': 4, 'e': 5}, dtype=np.float64)\n",
+    "series"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Series attributes\n",
+    "\n",
+    "These are the most common attributes to get information about a `Series`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "a    1.0\n",
+       "b    2.0\n",
+       "c    3.0\n",
+       "d    4.0\n",
+       "e    5.0\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "series = pd.Series(data=[1, 2, 3, 4, 5],\n",
+    "                   index=['a', 'b', 'c', 'd', 'e'],\n",
+    "                   dtype=np.float64)\n",
+    "series"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dtype('float64')"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Type of our Series\n",
+    "series.dtype"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([1., 2., 3., 4., 5.])"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Values of a series\n",
+    "series.values"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "numpy.ndarray"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "type(series.values)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['a', 'b', 'c', 'd', 'e'], dtype='object')"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Index of a series\n",
+    "series.index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Dimension of the Series\n",
+    "series.ndim"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(5,)"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Shape of the Series\n",
+    "series.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "5"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Number of Series elements\n",
+    "series.size"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## The Group of Seven\n",
+    "\n",
+    "We'll start analyzing \"[The Group of Seven](https://en.wikipedia.org/wiki/Group_of_Seven)\". Which is a political formed by Canada, France, Germany, Italy, Japan, the United Kingdom and the United States. We'll start by analyzing population, and for that, we'll use a `pandas.Series` object."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0     35.467\n",
+       "1     63.951\n",
+       "2     80.940\n",
+       "3     60.665\n",
+       "4    127.061\n",
+       "5     64.511\n",
+       "6    318.523\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# In millions\n",
+    "g7_pop = pd.Series([35.467, 63.951, 80.940, 60.665, 127.061, 64.511, 318.523])\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Someone might not know we're representing population in millions of inhabitants. Series can have a `name`, to better document the purpose of the Series:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0     35.467\n",
+       "1     63.951\n",
+       "2     80.940\n",
+       "3     60.665\n",
+       "4    127.061\n",
+       "5     64.511\n",
+       "6    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.name = 'G7 Population in millions'\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Series are pretty similar to numpy arrays:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dtype('float64')"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.dtype"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "numpy.ndarray"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "type(series.values)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.ndim"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(7,)"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "7"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.size"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "And they _look_ like simple Python lists or Numpy Arrays. But they're actually more similar to Python `dict`s."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0     35.467\n",
+       "1     63.951\n",
+       "2     80.940\n",
+       "3     60.665\n",
+       "4    127.061\n",
+       "5     64.511\n",
+       "6    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "RangeIndex(start=0, stop=7, step=1)"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.index"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Assigning `Series` indexes\n",
+    "\n",
+    "In contrast to lists, we can explicitly define the index:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "g7_pop.index = [\n",
+    "    'Canada',\n",
+    "    'France',\n",
+    "    'Germany',\n",
+    "    'Italy',\n",
+    "    'Japan',\n",
+    "    'United Kingdom',\n",
+    "    'United States',\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Compare it with the [following table](https://docs.google.com/spreadsheets/d/1IlorV2-Oh9Da1JAZ7weVw86PQrQydSMp-ydVMH135iI/edit?usp=sharing): \n",
+    "\n",
+    "![image](https://user-images.githubusercontent.com/872296/38149656-b5ce9816-3431-11e8-88e4-195756e25355.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Removing indexes\n",
+    "\n",
+    "We can also remove current indexes from our `Series`, going back to the original indexes. To do that we use the `reset_index()` method with `drop=True` parameter:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0     35.467\n",
+       "1     63.951\n",
+       "2     80.940\n",
+       "3     60.665\n",
+       "4    127.061\n",
+       "5     64.511\n",
+       "6    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop.reset_index(drop=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Note that `reset_index()` will return a new `Series`, so if we want to keep it we need to assign it to a variable, or use `inplace=True` parameter to modify the original `Series`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "g7_pop.reset_index(drop=True, inplace=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0     35.467\n",
+       "1     63.951\n",
+       "2     80.940\n",
+       "3     60.665\n",
+       "4    127.061\n",
+       "5     64.511\n",
+       "6    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Creating a `Series` with indexes already\n",
+    "\n",
+    "We can create a new `Series` with its indexes labels in a single step:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "values = [35.467, 63.951, 80.94, 60.665, 127.061, 64.511, 318.523]\n",
+    "indexes = ['Canada', 'France', 'Germany', 'Italy',\n",
+    "           'Japan', 'United Kingdom', 'United States']\n",
+    "\n",
+    "pd.Series(values,\n",
+    "          index=indexes,\n",
+    "          name='G7 Population in millions')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Creating a `Series` from a data dictionary\n",
+    "We can say that Series look like \"ordered dictionaries\". We can actually create Series out of dictionaries:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "data_dic = {\n",
+    "    'Canada': 35.467,\n",
+    "    'France': 63.951,\n",
+    "    'Germany': 80.94,\n",
+    "    'Italy': 60.665,\n",
+    "    'Japan': 127.061,\n",
+    "    'United Kingdom': 64.511,\n",
+    "    'United States': 318.523\n",
+    "}\n",
+    "\n",
+    "g7_pop = pd.Series(data_dic,\n",
+    "                   name='G7 Population in millions')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "g7_pop"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Creating a `Series` out of other `Series`\n",
+    "\n",
+    "You can also create Series out of other series, specifying indexes:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "France     63.951\n",
+       "Germany    80.940\n",
+       "Italy      60.665\n",
+       "Spain         NaN\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pd.Series(g7_pop,\n",
+    "          index=['France', 'Germany', 'Italy', 'Spain'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![rmotr](https://user-images.githubusercontent.com/7065401/52071918-bda15380-2562-11e9-828c-7f95297e4a82.png)\n",
+    "<hr style=\"margin-bottom: 40px;\">\n",
+    "\n",
+    "<img src=\"https://user-images.githubusercontent.com/7065401/39118512-dfa1cc1a-46e9-11e8-9547-093d4532451e.png\"\n",
+    "    style=\"width:300px; float: right; margin: 0 40px 40px 40px;\"></img>\n",
+    "\n",
+    "# Pandas Series - Selection and Indexing\n",
+    "\n",
+    "Pandas Series object acts in many ways like a one-dimensional NumPy array, and in many ways like a standard Python dictionary. If we keep these two overlapping analogies in mind, it will help us to understand the patterns of data indexing and selection in these data structures."
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)\n",
+    "\n",
+    "## Hands on!"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 1,
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "The first thing we'll do is create again the `Series` from our previous lecture:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 2,
+   "source": [
+    "data_dic = {\n",
+    "    'Canada': 35.467,\n",
+    "    'France': 63.951,\n",
+    "    'Germany': 80.94,\n",
+    "    'Italy': 60.665,\n",
+    "    'Japan': 127.061,\n",
+    "    'United Kingdom': 64.511,\n",
+    "    'United States': 318.523\n",
+    "}\n",
+    "\n",
+    "g7_pop = pd.Series(data_dic,\n",
+    "                   name='G7 Population in millions')"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 3,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Indexing\n",
+    "\n",
+    "Indexing works similarly to lists and dictionaries.\n",
+    "\n",
+    "### Indexing by index\n",
+    "\n",
+    "you use the **index** of the element you're looking for:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "35.467"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 4,
+   "source": "g7_pop['Canada']"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "127.061"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 5,
+   "source": "g7_pop['Japan']"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "64.511"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 6,
+   "source": "g7_pop['United Kingdom']"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "The following also works, but it's **NOT** recommended:"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "127.061"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 7,
+   "source": "g7_pop.Japan"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Slicing and multi-selection\n",
+    "\n",
+    "Slicing also works, but **important**, in Pandas, the upper limit is also included:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Germany     80.940\n",
+       "Italy       60.665\n",
+       "Japan      127.061\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 8,
+   "source": "g7_pop['Germany': 'Japan']"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Multi indexing also works (similarly to numpy):"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Italy             60.665\n",
+       "France            63.951\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 9,
+   "source": "g7_pop[['Italy', 'France', 'United States']]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "### Indexing by sequential position\n",
+    "\n",
+    "Indexing elements by their sequential position also works. In this case pandas evaluates the object received; if it doesn't exist as an index, it'll try by sequential position.\n",
+    "\n",
+    "With sequential position the upper limit is not included."
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 10,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "35.467"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 11,
+   "source": "g7_pop.iloc[0] # First element"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "318.523"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 12,
+   "source": "g7_pop.iloc[-1] # Last element"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Other examples:"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "80.94"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 13,
+   "source": "g7_pop.iloc[2]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "127.061"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 14,
+   "source": "g7_pop.iloc[4]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Germany    80.940\n",
+       "Italy      60.665\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 15,
+   "source": "g7_pop.iloc[2:4]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Italy             60.665\n",
+       "France            63.951\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 16,
+   "source": "g7_pop.iloc[[3, 1, 6]]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "### Adding new elements to a `Series`\n",
+    "\n",
+    "In many cases we'll want to add new values to our `Series`, to do that we can just simply index our `Series` using the new index and then assigning a value to that index. Let's add two new records:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 17,
+   "source": [
+    "g7_pop['Brazil'] = 20.124\n",
+    "g7_pop['India'] = 32.235"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             35.467\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Brazil             20.124\n",
+       "India              32.235\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 18,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "### Modifying `Series` elements"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             40.500\n",
+       "France             63.951\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Brazil             20.124\n",
+       "India              32.235\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 19,
+   "source": [
+    "g7_pop['Canada'] = 40.5\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             40.500\n",
+       "France                NaN\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Brazil             20.124\n",
+       "India              32.235\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 20,
+   "source": [
+    "g7_pop['France'] = np.nan\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "### Removing elements from a `Series`"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             40.500\n",
+       "France                NaN\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "India              32.235\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 21,
+   "source": [
+    "del g7_pop['Brazil']\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             40.500\n",
+       "France                NaN\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 22,
+   "source": [
+    "del g7_pop['India']\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "### Checking existance of a key (membership)"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 23,
+   "source": "'France' in g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "False"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 24,
+   "source": "'Brazil' in g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Introducing **`loc`** & **`iloc`**\n",
+    "\n",
+    "What's the problem with the indexing we've seen? It's not explicit. Pandas receives an element to index and it tries figuring out if we meant to select an element by its key, or its sequential position. Check out the following example:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1    a\n",
+       "2    b\n",
+       "3    c\n",
+       "dtype: object"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 25,
+   "source": [
+    "s = pd.Series(\n",
+    "    ['a', 'b', 'c'],\n",
+    "    index=[1, 2, 3])\n",
+    "s"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1    a\n",
+       "2    b\n",
+       "3    c\n",
+       "dtype: object"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 26,
+   "source": "s"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "What happens if we try indexing `s[1]`, what should it return? `a` or `b`?"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'a'"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 27,
+   "source": "s[1]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "In this case, the returned object is worked out by the index, not by the sequential position. But again, it's not intuitive or explicit.\n",
+    "\n",
+    "Enter `loc` and `iloc`:\n",
+    "* `loc` is the preferred way to select elements in Series (and Dataframes) by their index\n",
+    "* `iloc` is the preferred way to select by sequential position"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'a'"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 28,
+   "source": "s.loc[1]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'b'"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 29,
+   "source": "s.iloc[1]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             40.500\n",
+       "France                NaN\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 30,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {
+    "scrolled": true
+   },
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "318.523"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 31,
+   "source": "g7_pop.iloc[-1]"
+  },
+  {
+   "metadata": {
+    "scrolled": true
+   },
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada    40.5\n",
+       "France     NaN\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 32,
+   "source": "g7_pop.iloc[[0, 1]]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Using our previous series:"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             40.500\n",
+       "France                NaN\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 33,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "127.061"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 34,
+   "source": "g7_pop.loc['Japan']"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "318.523"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 35,
+   "source": "g7_pop.iloc[-1]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             40.500\n",
+       "France                NaN\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 36,
+   "source": "g7_pop"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "40.5"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 37,
+   "source": "g7_pop.loc['Canada']"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "40.5"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 38,
+   "source": "g7_pop.iloc[0]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "318.523"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 39,
+   "source": "g7_pop.iloc[-1]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Japan     127.061\n",
+       "Canada     40.500\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 40,
+   "source": "g7_pop.loc[['Japan', 'Canada']]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            40.500\n",
+       "United States    318.523\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 41,
+   "source": "g7_pop.iloc[[0, -1]]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "#### **`loc`** & **`iloc`** to modify `Series`"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada              40.500\n",
+       "France                 NaN\n",
+       "Germany             80.940\n",
+       "Italy               60.665\n",
+       "Japan              127.061\n",
+       "United Kingdom      64.511\n",
+       "United States     1000.000\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 42,
+   "source": [
+    "g7_pop.loc['United States'] = 1000\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada             40.500\n",
+       "France                NaN\n",
+       "Germany            80.940\n",
+       "Italy              60.665\n",
+       "Japan             127.061\n",
+       "United Kingdom     64.511\n",
+       "United States     500.000\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 43,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 43,
+   "source": [
+    "g7_pop.iloc[-1] = 500\n",
+    "\n",
+    "g7_pop"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![green-divider](https://user-images.githubusercontent.com/7065401/52071924-c003ad80-2562-11e9-8297-1c6595f8a7ff.png)\n",
+    "\n",
+    "## Introducing to Boolean arrays\n",
+    "\n",
+    "Another way to select certain values within a `Series` is using **boolean arrays**, also known as **Conditional selection**.\n",
+    "\n",
+    "We can index our `Series` using a list of boolean values:"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Germany           80.940\n",
+       "Japan            127.061\n",
+       "United States    500.000\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 44,
+   "source": "g7_pop[[False, False,  True, False,  True, False,  True]]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Or we can index our `Series` using another `Series` with boolean values:"
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canada            False\n",
+       "France            False\n",
+       "Germany            True\n",
+       "Italy             False\n",
+       "Japan              True\n",
+       "United Kingdom    False\n",
+       "United States      True\n",
+       "dtype: bool"
+      ]
+     },
+     "execution_count": 45,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 45,
+   "source": [
+    "condition = pd.Series([\n",
+    "    False, False,  True, False,  True, False,  True\n",
+    "], index=[\n",
+    "    'Canada', 'France', 'Germany', 'Italy', 'Japan', 'United Kingdom', 'United States'\n",
+    "])\n",
+    "\n",
+    "condition"
+   ]
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Germany           80.940\n",
+       "Japan            127.061\n",
+       "United States    500.000\n",
+       "Name: G7 Population in millions, dtype: float64"
+      ]
+     },
+     "execution_count": 46,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 46,
+   "source": "g7_pop[condition]"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "> On upcoming lectures we'll see how to use more complex **conditional selections**."
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "![purple-divider](https://user-images.githubusercontent.com/7065401/52071927-c1cd7100-2562-11e9-908a-dde91ba14e59.png)"
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/pandas/utils.py b/pandas/utils.py
new file mode 100644
index 0000000..1e9771e
--- /dev/null
+++ b/pandas/utils.py
@@ -0,0 +1,27 @@
+import numpy as np
+import pandas as pd
+import matplotlib.pyplot as plt
+import seaborn as sns
+
+def apply_theme():
+    pd.set_option('display.max_columns', 500)
+    pd.set_option('display.width', 1000)
+    pd.set_option('display.max_colwidth', 1000)
+    pd.set_option('display.float_format', '{:,.3f}'.format)
+
+    flatui = ["#2e86de", "#ff4757", "#feca57", "#2ed573", "#ff7f50", "#00cec9", "#fd79a8", "#a4b0be"]
+    flatui_palette = sns.color_palette(flatui)
+    sns.palplot(flatui_palette)
+    sns.set_palette(flatui_palette)
+
+    sns.set_style("darkgrid", {
+        'axes.edgecolor': '#2b2b2b',
+        'axes.facecolor': '#2b2b2b',
+        'axes.labelcolor': '#919191',
+        'figure.facecolor': '#2b2b2b',
+        'grid.color': '#545454',
+        'patch.edgecolor': '#2b2b2b',
+        'text.color': '#bababa',
+        'xtick.color': '#bababa',
+        'ytick.color': '#bababa'
+    })
\ No newline at end of file
diff --git a/project/Exploring NYc Public School Test Resuilt scores.ipynb b/project/Exploring NYc Public School Test Resuilt scores.ipynb
new file mode 100644
index 0000000..45d8ca3
--- /dev/null
+++ b/project/Exploring NYc Public School Test Resuilt scores.ipynb	
@@ -0,0 +1,525 @@
+{
+ "cells": [
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "![New York City schoolbus](data/schoolbus.jpg)\n",
+    "\n",
+    "Photo by [Jannis Lucas](https://unsplash.com/@jannis_lucas) on [Unsplash](https://unsplash.com).\n",
+    "<br>\n",
+    "\n",
+    "Every year, American high school students take SATs, which are standardized tests intended to measure literacy, numeracy, and writing skills. There are three sections - reading, math, and writing, each with a **maximum score of 800 points**. These tests are extremely important for students and colleges, as they play a pivotal role in the admissions process.\n",
+    "\n",
+    "Analyzing the performance of schools is important for a variety of stakeholders, including policy and education professionals, researchers, government, and even parents considering which school their children should attend.\n",
+    "\n",
+    "You have been provided with a dataset called `schools.csv`, which is previewed below.\n",
+    "\n",
+    "You have been tasked with answering three key questions about New York City (NYC) public school SAT performance."
+   ],
+   "id": "9df04f98f1f92204"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "## Project Instructions",
+   "id": "8252eef2746503c3"
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "Which NYC schools have the best math results?\n",
+    "\n",
+    "- The best math results are at least 80% of the *maximum possible score of 800* for math.\n",
+    "- Save your results in a pandas DataFrame called best_math_schools, including \"school_name\" and \"average_math\" columns, sorted by \"average_math\" in descending order.\n",
+    "\n",
+    "What are the top 10 performing schools based on the combined SAT scores?\n",
+    "\n",
+    "- Save your results as a pandas DataFrame called top_10_schools containing the \"school_name\" and a new column named \"total_SAT\", with results ordered by \"total_SAT\" in descending order (\"total_SAT\" being the sum of math, reading, and writing scores).\n",
+    "\n",
+    "Which single borough has the largest standard deviation in the combined SAT score?\n",
+    "\n",
+    "- Save your results as a pandas DataFrame called largest_std_dev.\n",
+    "- The DataFrame should contain one row, with:\n",
+    "    - \"borough\" - the name of the NYC borough with the largest standard deviation of \"total_SAT\".\n",
+    "    - \"num_schools\" - the number of schools in the borough.\n",
+    "    - \"average_SAT\" - the mean of \"total_SAT\".\n",
+    "    - \"std_SAT\" - the standard deviation of \"total_SAT\".\n",
+    "- Round all numeric values to two decimal places."
+   ],
+   "id": "b0d9daab552d5ebe"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T09:50:23.706019Z",
+     "start_time": "2025-08-13T09:50:23.694372Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Re-run this cell\n",
+    "import pandas as pd\n",
+    "\n",
+    "# Read in the data\n",
+    "schools = pd.read_csv(\"data/schools.csv\")\n",
+    "\n",
+    "# Preview the data\n",
+    "schools.head()"
+   ],
+   "id": "5e8487d25bda42f0",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "                                         school_name    borough building_code  \\\n",
+       "0  New Explorations into Science, Technology and ...  Manhattan          M022   \n",
+       "1                               Essex Street Academy  Manhattan          M445   \n",
+       "2                       Lower Manhattan Arts Academy  Manhattan          M445   \n",
+       "3    High School for Dual Language and Asian Studies  Manhattan          M445   \n",
+       "4      Henry Street School for International Studies  Manhattan          M056   \n",
+       "\n",
+       "   average_math  average_reading  average_writing  percent_tested  \n",
+       "0           657              601              601             NaN  \n",
+       "1           395              411              387            78.9  \n",
+       "2           418              428              415            65.1  \n",
+       "3           613              453              463            95.9  \n",
+       "4           410              406              381            59.7  "
+      ],
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>school_name</th>\n",
+       "      <th>borough</th>\n",
+       "      <th>building_code</th>\n",
+       "      <th>average_math</th>\n",
+       "      <th>average_reading</th>\n",
+       "      <th>average_writing</th>\n",
+       "      <th>percent_tested</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>New Explorations into Science, Technology and ...</td>\n",
+       "      <td>Manhattan</td>\n",
+       "      <td>M022</td>\n",
+       "      <td>657</td>\n",
+       "      <td>601</td>\n",
+       "      <td>601</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Essex Street Academy</td>\n",
+       "      <td>Manhattan</td>\n",
+       "      <td>M445</td>\n",
+       "      <td>395</td>\n",
+       "      <td>411</td>\n",
+       "      <td>387</td>\n",
+       "      <td>78.9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Lower Manhattan Arts Academy</td>\n",
+       "      <td>Manhattan</td>\n",
+       "      <td>M445</td>\n",
+       "      <td>418</td>\n",
+       "      <td>428</td>\n",
+       "      <td>415</td>\n",
+       "      <td>65.1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>High School for Dual Language and Asian Studies</td>\n",
+       "      <td>Manhattan</td>\n",
+       "      <td>M445</td>\n",
+       "      <td>613</td>\n",
+       "      <td>453</td>\n",
+       "      <td>463</td>\n",
+       "      <td>95.9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Henry Street School for International Studies</td>\n",
+       "      <td>Manhattan</td>\n",
+       "      <td>M056</td>\n",
+       "      <td>410</td>\n",
+       "      <td>406</td>\n",
+       "      <td>381</td>\n",
+       "      <td>59.7</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 19
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T09:50:44.728680Z",
+     "start_time": "2025-08-13T09:50:44.717831Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Calculate 80% of the maximum possible score for math (800)\n",
+    "max_math_score = 800 * 0.8"
+   ],
+   "id": "3f9c9d9b4a60bc4e",
+   "outputs": [],
+   "execution_count": 23
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T09:50:23.755642Z",
+     "start_time": "2025-08-13T09:50:23.748541Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Filter schools with math scores >= 640 and create the required DataFrame\n",
+    "best_math_schools = schools[schools['average_math'] >= max_math_score][['school_name', 'average_math']].sort_values('average_math', ascending=False)\n",
+    "\n",
+    "# Display the results\n",
+    "best_math_schools"
+   ],
+   "id": "20a68dac70d0addf",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "                                           school_name  average_math\n",
+       "88                              Stuyvesant High School           754\n",
+       "170                       Bronx High School of Science           714\n",
+       "93                 Staten Island Technical High School           711\n",
+       "365  Queens High School for the Sciences at York Co...           701\n",
+       "68   High School for Mathematics, Science, and Engi...           683\n",
+       "280                     Brooklyn Technical High School           682\n",
+       "333                        Townsend Harris High School           680\n",
+       "174  High School of American Studies at Lehman College           669\n",
+       "0    New Explorations into Science, Technology and ...           657\n",
+       "45                       Eleanor Roosevelt High School           641"
+      ],
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>school_name</th>\n",
+       "      <th>average_math</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
+       "      <td>Stuyvesant High School</td>\n",
+       "      <td>754</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170</th>\n",
+       "      <td>Bronx High School of Science</td>\n",
+       "      <td>714</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>Staten Island Technical High School</td>\n",
+       "      <td>711</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>365</th>\n",
+       "      <td>Queens High School for the Sciences at York Co...</td>\n",
+       "      <td>701</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>High School for Mathematics, Science, and Engi...</td>\n",
+       "      <td>683</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280</th>\n",
+       "      <td>Brooklyn Technical High School</td>\n",
+       "      <td>682</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333</th>\n",
+       "      <td>Townsend Harris High School</td>\n",
+       "      <td>680</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174</th>\n",
+       "      <td>High School of American Studies at Lehman College</td>\n",
+       "      <td>669</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>New Explorations into Science, Technology and ...</td>\n",
+       "      <td>657</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>Eleanor Roosevelt High School</td>\n",
+       "      <td>641</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 20
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T09:50:23.810744Z",
+     "start_time": "2025-08-13T09:50:23.804121Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Task 2: Top 10 schools by combined SAT scores\n",
+    "schools['total_SAT'] = schools['average_math'] + schools['average_reading'] + schools['average_writing']\n",
+    "top_10_schools = schools.nlargest(10, 'total_SAT')[['school_name', 'total_SAT']]\n",
+    "# Display the results\n",
+    "top_10_schools"
+   ],
+   "id": "53b7d71564bd1467",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "                                           school_name  total_SAT\n",
+       "88                              Stuyvesant High School       2144\n",
+       "93                 Staten Island Technical High School       2041\n",
+       "170                       Bronx High School of Science       2041\n",
+       "174  High School of American Studies at Lehman College       2013\n",
+       "333                        Townsend Harris High School       1981\n",
+       "365  Queens High School for the Sciences at York Co...       1947\n",
+       "5                       Bard High School Early College       1914\n",
+       "280                     Brooklyn Technical High School       1896\n",
+       "45                       Eleanor Roosevelt High School       1889\n",
+       "68   High School for Mathematics, Science, and Engi...       1889"
+      ],
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>school_name</th>\n",
+       "      <th>total_SAT</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>88</th>\n",
+       "      <td>Stuyvesant High School</td>\n",
+       "      <td>2144</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>Staten Island Technical High School</td>\n",
+       "      <td>2041</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170</th>\n",
+       "      <td>Bronx High School of Science</td>\n",
+       "      <td>2041</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174</th>\n",
+       "      <td>High School of American Studies at Lehman College</td>\n",
+       "      <td>2013</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333</th>\n",
+       "      <td>Townsend Harris High School</td>\n",
+       "      <td>1981</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>365</th>\n",
+       "      <td>Queens High School for the Sciences at York Co...</td>\n",
+       "      <td>1947</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Bard High School Early College</td>\n",
+       "      <td>1914</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280</th>\n",
+       "      <td>Brooklyn Technical High School</td>\n",
+       "      <td>1896</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>Eleanor Roosevelt High School</td>\n",
+       "      <td>1889</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68</th>\n",
+       "      <td>High School for Mathematics, Science, and Engi...</td>\n",
+       "      <td>1889</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 21
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-13T09:50:23.945556Z",
+     "start_time": "2025-08-13T09:50:23.938046Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Task 3: Borough with largest standard deviation\n",
+    "borough_stats = schools.groupby('borough')['total_SAT'].agg(['count', 'mean', 'std']).reset_index()\n",
+    "borough_stats.columns = ['borough', 'num_schools', 'average_SAT', 'std_SAT']\n",
+    "borough_stats = borough_stats.round(2)\n",
+    "largest_std_dev = borough_stats.loc[borough_stats['std_SAT'].idxmax()].to_frame().T\n",
+    "# Display the results\n",
+    "largest_std_dev"
+   ],
+   "id": "e71599d3e8e96060",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "     borough num_schools average_SAT std_SAT\n",
+       "2  Manhattan          89     1340.13  230.29"
+      ],
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>borough</th>\n",
+       "      <th>num_schools</th>\n",
+       "      <th>average_SAT</th>\n",
+       "      <th>std_SAT</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Manhattan</td>\n",
+       "      <td>89</td>\n",
+       "      <td>1340.13</td>\n",
+       "      <td>230.29</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 22
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/project/Investigating_Netflix_Movies.ipynb b/project/Investigating_Netflix_Movies.ipynb
new file mode 100644
index 0000000..526c0e2
--- /dev/null
+++ b/project/Investigating_Netflix_Movies.ipynb
@@ -0,0 +1,445 @@
+{
+ "cells": [
+  {
+   "source": "<center><img src=\"data/redpopcorn.jpg\"></center>",
+   "metadata": {},
+   "id": "937acf3c-c077-4ca6-8d90-8f6dd4d13c54",
+   "cell_type": "markdown"
+  },
+  {
+   "source": "**Netflix**! What started in 1997 as a DVD rental service has since exploded into one of the largest entertainment and media companies.\n\nGiven the large number of movies and series available on the platform, it is a perfect opportunity to flex your exploratory data analysis skills and dive into the entertainment industry.\n\nYou work for a production company that specializes in nostalgic styles. You want to do some research on movies released in the 1990's. You'll delve into Netflix data and perform exploratory data analysis to better understand this awesome movie decade!\n\nYou have been supplied with the dataset `netflix_data.csv`, along with the following table detailing the column names and descriptions. Feel free to experiment further after submitting!\n\n## The data\n### **netflix_data.csv**\n| Column | Description |\n|--------|-------------|\n| `show_id` | The ID of the show |\n| `type` | Type of show |\n| `title` | Title of the show |\n| `director` | Director of the show |\n| `cast` | Cast of the show |\n| `country` | Country of origin |\n| `date_added` | Date added to Netflix |\n| `release_year` | Year of Netflix release |\n| `duration` | Duration of the show in minutes |\n| `description` | Description of the show |\n| `genre` | Show genre |",
+   "metadata": {},
+   "id": "5962b2cd-17bb-4ec9-b2d5-68537ca26860",
+   "cell_type": "markdown"
+  },
+  {
+   "source": [
+    "# Importing pandas and matplotlib\n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.pyplot as plt\n",
+    "# Read in the Netflix CSV as a DataFrame\n",
+    "netflix_df = pd.read_csv(\"data/netflix_data.csv\")"
+   ],
+   "metadata": {
+    "executionTime": 36,
+    "lastSuccessfullyExecutedCode": "# Importing pandas and matplotlib\nimport pandas as pd\nimport matplotlib.pyplot as plt\n\n# Read in the Netflix CSV as a DataFrame\nnetflix_df = pd.read_csv(\"netflix_data.csv\")",
+    "executionCancelledAt": null,
+    "lastExecutedAt": 1716304519424,
+    "lastExecutedByKernel": "0d939945-001f-4d0d-a547-a84889cb9c27",
+    "lastScheduledRunId": null,
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:45:55.689350Z",
+     "start_time": "2025-08-10T14:45:55.641055Z"
+    }
+   },
+   "id": "320a3abc-8a36-4b2b-baaf-473325363a4d",
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": 9
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:55:28.741330Z",
+     "start_time": "2025-08-10T14:55:28.692847Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Start coding here! Use as many cells as you like\n",
+    "# Explore the dataset structure\n",
+    "print(\"Dataset shape:\", netflix_df.shape)\n",
+    "print(\"\\nColumn info:\")\n",
+    "print(netflix_df.info())\n",
+    "print(\"\\nFirst few rows:\")\n",
+    "print(netflix_df.head())\n",
+    "\n",
+    "# Check unique values in 'type' column to understand the data\n",
+    "print(\"\\nUnique types:\", netflix_df['type'].unique())\n",
+    "# Filter for movies only (not TV shows) from the 1990s\n",
+    "movies_1990s = netflix_df[\n",
+    "    (netflix_df['type'] == 'Movie') &\n",
+    "    (netflix_df['release_year'] >= 1990) &\n",
+    "    (netflix_df['release_year'] < 2000)\n",
+    "]\n",
+    "\n",
+    "print(f\"Number of movies from 1990s: {len(movies_1990s)}\")\n",
+    "print(\"\\nSample of 1990s movies:\")\n",
+    "print(movies_1990s[['title', 'release_year', 'duration', 'genre']].head())\n",
+    "# Check the data type and sample values of the duration column\n",
+    "print(\"Duration column data type:\", movies_1990s['duration'].dtype)\n",
+    "print(\"Sample duration values:\")\n",
+    "print(movies_1990s['duration'].head(10))\n",
+    "print(\"\\nUnique duration values (first 20):\")\n",
+    "print(movies_1990s['duration'].unique()[:20])# Handle duration extraction based on the actual data format\n",
+    "# First convert to string if needed, then extract numeric values\n",
+    "movies_1990s = movies_1990s.copy()  # Avoid SettingWithCopyWarning\n",
+    "\n",
+    "if movies_1990s['duration'].dtype == 'object':\n",
+    "    # If it's already string format like \"90 min\" - using raw string to avoid escape sequence warning\n",
+    "    movies_1990s['duration_minutes'] = movies_1990s['duration'].str.extract(r'(\\d+)').astype(int)\n",
+    "else:\n",
+    "    # If it's already numeric (just duration in minutes)\n",
+    "    movies_1990s['duration_minutes'] = movies_1990s['duration'].astype(int)\n",
+    "\n",
+    "print(\"Sample duration_minutes:\")\n",
+    "print(movies_1990s['duration_minutes'].head(10))\n",
+    "\n",
+    "# Question 1: What was the most frequent movie duration in the 1990s?\n",
+    "print(\"\\n=== QUESTION 1: Most Frequent Movie Duration ===\")\n",
+    "duration_counts = movies_1990s['duration_minutes'].value_counts()\n",
+    "print(\"Top 10 most frequent durations:\")\n",
+    "print(duration_counts.head(10))\n",
+    "\n",
+    "# Get the most frequent duration\n",
+    "most_frequent_duration = duration_counts.index[0]\n",
+    "duration = most_frequent_duration  # Save as requested variable name\n",
+    "print(f\"\\nMost frequent movie duration in 1990s: {duration} minutes\")\n",
+    "print(f\"Number of movies with this duration: {duration_counts.iloc[0]}\")\n",
+    "\n",
+    "# Question 2: Count short action movies (< 90 minutes) in the 1990s\n",
+    "print(\"\\n=== QUESTION 2: Short Action Movies ===\")\n",
+    "\n",
+    "# First, let's examine the genre column to understand its format\n",
+    "print(\"Sample genre values:\")\n",
+    "print(movies_1990s['genre'].head(10))\n",
+    "print(\"\\nUnique genres (first 20):\")\n",
+    "print(movies_1990s['genre'].unique()[:20])\n",
+    "\n",
+    "# Filter for action movies (genres might contain multiple genres separated by commas)\n",
+    "action_movies_1990s = movies_1990s[\n",
+    "    movies_1990s['genre'].str.contains('Action', case=False, na=False)\n",
+    "]\n",
+    "\n",
+    "print(f\"Total action movies in 1990s: {len(action_movies_1990s)}\")\n",
+    "\n",
+    "# Filter for short action movies (< 90 minutes)\n",
+    "short_action_movies = action_movies_1990s[\n",
+    "    action_movies_1990s['duration_minutes'] < 90\n",
+    "]\n",
+    "\n",
+    "short_movie_count = len(short_action_movies)\n",
+    "print(f\"Short action movies (< 90 minutes) in 1990s: {short_movie_count}\")\n",
+    "\n",
+    "# Display some examples of short action movies\n",
+    "if short_movie_count > 0:\n",
+    "    print(\"\\nExamples of short action movies:\")\n",
+    "    print(short_action_movies[['title', 'release_year', 'duration_minutes', 'genre']].head())\n",
+    "else:\n",
+    "    print(\"No short action movies found in the 1990s dataset\")\n",
+    "\n",
+    "# Summary of results\n",
+    "print(\"\\n=== FINAL RESULTS ===\")\n",
+    "print(f\"duration = {duration}\")\n",
+    "print(f\"short_movie_count = {short_movie_count}\")\n"
+   ],
+   "id": "ea2afde30798b0d4",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Dataset shape: (4812, 11)\n",
+      "\n",
+      "Column info:\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 4812 entries, 0 to 4811\n",
+      "Data columns (total 11 columns):\n",
+      " #   Column        Non-Null Count  Dtype \n",
+      "---  ------        --------------  ----- \n",
+      " 0   show_id       4812 non-null   object\n",
+      " 1   type          4812 non-null   object\n",
+      " 2   title         4812 non-null   object\n",
+      " 3   director      4812 non-null   object\n",
+      " 4   cast          4812 non-null   object\n",
+      " 5   country       4812 non-null   object\n",
+      " 6   date_added    4812 non-null   object\n",
+      " 7   release_year  4812 non-null   int64 \n",
+      " 8   duration      4812 non-null   int64 \n",
+      " 9   description   4812 non-null   object\n",
+      " 10  genre         4812 non-null   object\n",
+      "dtypes: int64(2), object(9)\n",
+      "memory usage: 413.7+ KB\n",
+      "None\n",
+      "\n",
+      "First few rows:\n",
+      "  show_id     type  title           director  \\\n",
+      "0      s2    Movie   7:19  Jorge Michel Grau   \n",
+      "1      s3    Movie  23:59       Gilbert Chan   \n",
+      "2      s4    Movie      9        Shane Acker   \n",
+      "3      s5    Movie     21     Robert Luketic   \n",
+      "4      s6  TV Show     46        Serdar Akar   \n",
+      "\n",
+      "                                                cast        country  \\\n",
+      "0  Demián Bichir, Héctor Bonilla, Oscar Serrano, ...         Mexico   \n",
+      "1  Tedd Chan, Stella Chung, Henley Hii, Lawrence ...      Singapore   \n",
+      "2  Elijah Wood, John C. Reilly, Jennifer Connelly...  United States   \n",
+      "3  Jim Sturgess, Kevin Spacey, Kate Bosworth, Aar...  United States   \n",
+      "4  Erdal Beşikçioğlu, Yasemin Allen, Melis Birkan...         Turkey   \n",
+      "\n",
+      "          date_added  release_year  duration  \\\n",
+      "0  December 23, 2016          2016        93   \n",
+      "1  December 20, 2018          2011        78   \n",
+      "2  November 16, 2017          2009        80   \n",
+      "3    January 1, 2020          2008       123   \n",
+      "4       July 1, 2017          2016         1   \n",
+      "\n",
+      "                                         description             genre  \n",
+      "0  After a devastating earthquake hits Mexico Cit...            Dramas  \n",
+      "1  When an army recruit is found dead, his fellow...     Horror Movies  \n",
+      "2  In a postapocalyptic world, rag-doll robots hi...            Action  \n",
+      "3  A brilliant group of students become card-coun...            Dramas  \n",
+      "4  A genetics professor experiments with a treatm...  International TV  \n",
+      "\n",
+      "Unique types: ['Movie' 'TV Show']\n",
+      "Number of movies from 1990s: 183\n",
+      "\n",
+      "Sample of 1990s movies:\n",
+      "                               title  release_year  duration     genre\n",
+      "6                                187          1997       119    Dramas\n",
+      "118                A Dangerous Woman          1993       101    Dramas\n",
+      "145           A Night at the Roxbury          1998        82  Comedies\n",
+      "167  A Thin Line Between Love & Hate          1996       108  Comedies\n",
+      "194                     Aashik Awara          1993       154    Dramas\n",
+      "Duration column data type: int64\n",
+      "Sample duration values:\n",
+      "6      119\n",
+      "118    101\n",
+      "145     82\n",
+      "167    108\n",
+      "194    154\n",
+      "240    174\n",
+      "315    122\n",
+      "320    119\n",
+      "333     75\n",
+      "334     75\n",
+      "Name: duration, dtype: int64\n",
+      "\n",
+      "Unique duration values (first 20):\n",
+      "[119 101  82 108 154 174 122  75 160 139  49  90  95  78 166 103 128  89\n",
+      "  81  73]\n",
+      "Sample duration_minutes:\n",
+      "6      119\n",
+      "118    101\n",
+      "145     82\n",
+      "167    108\n",
+      "194    154\n",
+      "240    174\n",
+      "315    122\n",
+      "320    119\n",
+      "333     75\n",
+      "334     75\n",
+      "Name: duration_minutes, dtype: int64\n",
+      "\n",
+      "=== QUESTION 1: Most Frequent Movie Duration ===\n",
+      "Top 10 most frequent durations:\n",
+      "duration_minutes\n",
+      "94     7\n",
+      "101    6\n",
+      "108    5\n",
+      "93     5\n",
+      "96     5\n",
+      "95     5\n",
+      "103    4\n",
+      "119    4\n",
+      "112    4\n",
+      "154    4\n",
+      "Name: count, dtype: int64\n",
+      "\n",
+      "Most frequent movie duration in 1990s: 94 minutes\n",
+      "Number of movies with this duration: 7\n",
+      "\n",
+      "=== QUESTION 2: Short Action Movies ===\n",
+      "Sample genre values:\n",
+      "6        Dramas\n",
+      "118      Dramas\n",
+      "145    Comedies\n",
+      "167    Comedies\n",
+      "194      Dramas\n",
+      "240      Dramas\n",
+      "315      Dramas\n",
+      "320      Dramas\n",
+      "333    Children\n",
+      "334    Children\n",
+      "Name: genre, dtype: object\n",
+      "\n",
+      "Unique genres (first 20):\n",
+      "['Dramas' 'Comedies' 'Children' 'Action' 'Documentaries' 'Classic Movies'\n",
+      " 'Stand-Up' 'Cult Movies' 'Thrillers' 'Horror Movies']\n",
+      "Total action movies in 1990s: 48\n",
+      "Short action movies (< 90 minutes) in 1990s: 7\n",
+      "\n",
+      "Examples of short action movies:\n",
+      "                          title  release_year  duration_minutes   genre\n",
+      "1288  EVANGELION: DEATH (TRUE)²          1998                69  Action\n",
+      "1698                       Hero          1997                89  Action\n",
+      "2328          Look Out, Officer          1990                88  Action\n",
+      "2993               Passenger 57          1992                84  Action\n",
+      "3297        Rumble in the Bronx          1995                89  Action\n",
+      "\n",
+      "=== FINAL RESULTS ===\n",
+      "duration = 94\n",
+      "short_movie_count = 7\n"
+     ]
+    }
+   ],
+   "execution_count": 16
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-08-10T14:57:54.770783Z",
+     "start_time": "2025-08-10T14:57:54.443799Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# Additional exploratory analysis and visualizations\n",
+    "print(\"\\n=== ADDITIONAL EXPLORATORY ANALYSIS ===\")\n",
+    "\n",
+    "# Distribution of movie durations in the 1990s\n",
+    "plt.figure(figsize=(12, 8))\n",
+    "\n",
+    "# Create subplot layout\n",
+    "plt.subplot(2, 2, 1)\n",
+    "plt.hist(movies_1990s['duration_minutes'], bins=30, edgecolor='black', alpha=0.7)\n",
+    "plt.title('Distribution of Movie Durations in 1990s')\n",
+    "plt.xlabel('Duration (minutes)')\n",
+    "plt.ylabel('Frequency')\n",
+    "plt.axvline(duration, color='red', linestyle='--', label=f'Most frequent: {duration} min')\n",
+    "plt.legend()\n",
+    "\n",
+    "# Top genres in the 1990s\n",
+    "plt.subplot(2, 2, 2)\n",
+    "# Split genres by comma and count individual genres\n",
+    "all_genres = []\n",
+    "for genre_list in movies_1990s['genre'].dropna():\n",
+    "    genres = [g.strip() for g in str(genre_list).split(',')]\n",
+    "    all_genres.extend(genres)\n",
+    "\n",
+    "genre_counts = pd.Series(all_genres).value_counts().head(10)\n",
+    "genre_counts.plot(kind='bar', rot=45)\n",
+    "plt.title('Top 10 Genres in 1990s Movies')\n",
+    "plt.xlabel('Genre')\n",
+    "plt.ylabel('Count')\n",
+    "plt.tight_layout()\n",
+    "\n",
+    "# Movies released per year in the 1990s\n",
+    "plt.subplot(2, 2, 3)\n",
+    "yearly_counts = movies_1990s['release_year'].value_counts().sort_index()\n",
+    "yearly_counts.plot(kind='line', marker='o')\n",
+    "plt.title('Movies Released per Year (1990s)')\n",
+    "plt.xlabel('Year')\n",
+    "plt.ylabel('Number of Movies')\n",
+    "plt.grid(True, alpha=0.3)\n",
+    "\n",
+    "# Duration vs Release Year scatter plot\n",
+    "plt.subplot(2, 2, 4)\n",
+    "plt.scatter(movies_1990s['release_year'], movies_1990s['duration_minutes'], alpha=0.6)\n",
+    "plt.title('Movie Duration vs Release Year')\n",
+    "plt.xlabel('Release Year')\n",
+    "plt.ylabel('Duration (minutes)')\n",
+    "plt.axhline(90, color='red', linestyle='--', label='90 min threshold')\n",
+    "plt.legend()\n",
+    "\n",
+    "plt.tight_layout()\n",
+    "plt.show()\n",
+    "\n",
+    "# Summary statistics\n",
+    "print(\"\\n=== SUMMARY STATISTICS ===\")\n",
+    "print(f\"Total movies in 1990s: {len(movies_1990s)}\")\n",
+    "print(f\"Average duration: {movies_1990s['duration_minutes'].mean():.1f} minutes\")\n",
+    "print(f\"Median duration: {movies_1990s['duration_minutes'].median():.1f} minutes\")\n",
+    "print(f\"Standard deviation: {movies_1990s['duration_minutes'].std():.1f} minutes\")\n",
+    "print(f\"Shortest movie: {movies_1990s['duration_minutes'].min()} minutes\")\n",
+    "print(f\"Longest movie: {movies_1990s['duration_minutes'].max()} minutes\")\n",
+    "\n",
+    "# Count movies by duration categories\n",
+    "short_movies = len(movies_1990s[movies_1990s['duration_minutes'] < 90])\n",
+    "medium_movies = len(movies_1990s[(movies_1990s['duration_minutes'] >= 90) & (movies_1990s['duration_minutes'] <= 120)])\n",
+    "long_movies = len(movies_1990s[movies_1990s['duration_minutes'] > 120])\n",
+    "\n",
+    "print(f\"\\nMovies by duration category:\")\n",
+    "print(f\"Short movies (< 90 min): {short_movies}\")\n",
+    "print(f\"Medium movies (90-120 min): {medium_movies}\")\n",
+    "print(f\"Long movies (> 120 min): {long_movies}\")\n"
+   ],
+   "id": "d26c032adedb2c37",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "=== ADDITIONAL EXPLORATORY ANALYSIS ===\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 1200x800 with 4 Axes>"
+      ],
+      "image/png": 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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "=== SUMMARY STATISTICS ===\n",
+      "Total movies in 1990s: 183\n",
+      "Average duration: 115.1 minutes\n",
+      "Median duration: 108.0 minutes\n",
+      "Standard deviation: 33.2 minutes\n",
+      "Shortest movie: 28 minutes\n",
+      "Longest movie: 195 minutes\n",
+      "\n",
+      "Movies by duration category:\n",
+      "Short movies (< 90 min): 34\n",
+      "Medium movies (90-120 min): 84\n",
+      "Long movies (> 120 min): 65\n"
+     ]
+    }
+   ],
+   "execution_count": 17
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": "",
+   "id": "6657fadd4dc4bdfa"
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "name": "Welcome to DataCamp Workspaces.ipynb",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "name": "python",
+   "version": "3.10.12",
+   "mimetype": "text/x-python",
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "pygments_lexer": "ipython3",
+   "nbconvert_exporter": "python",
+   "file_extension": ".py"
+  },
+  "editor": "DataLab"
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/project/data/netflix_data.csv b/project/data/netflix_data.csv
new file mode 100644
index 0000000..d0f7895
--- /dev/null
+++ b/project/data/netflix_data.csv
@@ -0,0 +1,4814 @@
+show_id,type,title,director,cast,country,date_added,release_year,duration,description,genre
+s2,Movie,7:19,Jorge Michel Grau,"Demián Bichir, Héctor Bonilla, Oscar Serrano, Azalia Ortiz, Octavio Michel, Carmen Beato",Mexico,"December 23, 2016",2016,93,"After a devastating earthquake hits Mexico City, trapped survivors from all walks of life wait to be rescued while trying desperately to stay alive.",Dramas
+s3,Movie,23:59,Gilbert Chan,"Tedd Chan, Stella Chung, Henley Hii, Lawrence Koh, Tommy Kuan, Josh Lai, Mark Lee, Susan Leong, Benjamin Lim",Singapore,"December 20, 2018",2011,78,"When an army recruit is found dead, his fellow soldiers are forced to confront a terrifying secret that's haunting their jungle island training camp.",Horror Movies
+s4,Movie,9,Shane Acker,"Elijah Wood, John C. Reilly, Jennifer Connelly, Christopher Plummer, Crispin Glover, Martin Landau, Fred Tatasciore, Alan Oppenheimer, Tom Kane",United States,"November 16, 2017",2009,80,"In a postapocalyptic world, rag-doll robots hide in fear from dangerous machines out to exterminate them, until a brave newcomer joins the group.",Action
+s5,Movie,21,Robert Luketic,"Jim Sturgess, Kevin Spacey, Kate Bosworth, Aaron Yoo, Liza Lapira, Jacob Pitts, Laurence Fishburne, Jack McGee, Josh Gad, Sam Golzari, Helen Carey, Jack Gilpin",United States,"January 1, 2020",2008,123,A brilliant group of students become card-counting experts with the intent of swindling millions out of Las Vegas casinos by playing blackjack.,Dramas
+s6,TV Show,46,Serdar Akar,"Erdal Beşikçioğlu, Yasemin Allen, Melis Birkan, Saygın Soysal, Berkan Şal, Metin Belgin, Ayça Eren, Selin Uludoğan, Özay Fecht, Suna Yıldızoğlu",Turkey,"July 1, 2017",2016,1,"A genetics professor experiments with a treatment for his comatose sister that blends medical and shamanic cures, but unlocks a shocking side effect.",International TV
+s7,Movie,122,Yasir Al Yasiri,"Amina Khalil, Ahmed Dawood, Tarek Lotfy, Ahmed El Fishawy, Mahmoud Hijazi, Jihane Khalil, Asmaa Galal, Tara Emad",Egypt,"June 1, 2020",2019,95,"After an awful accident, a couple admitted to a grisly hospital are separated and must find each other to escape — before death finds them.",Horror Movies
+s8,Movie,187,Kevin Reynolds,"Samuel L. Jackson, John Heard, Kelly Rowan, Clifton Collins Jr., Tony Plana",United States,"November 1, 2019",1997,119,"After one of his high school students attacks him, dedicated teacher Trevor Garfield grows weary of the gang warfare in the New York City school system and moves to California to teach there, thinking it must be a less hostile environment.",Dramas
+s9,Movie,706,Shravan Kumar,"Divya Dutta, Atul Kulkarni, Mohan Agashe, Anupam Shyam, Raayo S. Bakhirta, Yashvit Sancheti, Greeva Kansara, Archan Trivedi, Rajiv Pathak",India,"April 1, 2019",2019,118,"When a doctor goes missing, his psychiatrist wife treats the bizarre medical condition of a psychic patient, who knows much more than he's leading on.",Horror Movies
+s10,Movie,1920,Vikram Bhatt,"Rajneesh Duggal, Adah Sharma, Indraneil Sengupta, Anjori Alagh, Rajendranath Zutshi, Vipin Sharma, Amin Hajee, Shri Vallabh Vyas",India,"December 15, 2017",2008,143,An architect and his wife move into a castle that is slated to become a luxury hotel. But something inside is determined to stop the renovation.,Horror Movies
+s11,Movie,1922,Zak Hilditch,"Thomas Jane, Molly Parker, Dylan Schmid, Kaitlyn Bernard, Bob Frazer, Brian d'Arcy James, Neal McDonough",United States,"October 20, 2017",2017,103,"A farmer pens a confession admitting to his wife's murder, but her death is just the beginning of a macabre tale. Based on Stephen King's novella.",Dramas
+s14,Movie,"2,215",Nottapon Boonprakob,Artiwara Kongmalai,Thailand,"March 1, 2019",2018,89,"This intimate documentary follows rock star Artiwara Kongmalai on his historic, 2,215-kilometer charity run across Thailand in 2017.",Documentaries
+s15,Movie,3022,John Suits,"Omar Epps, Kate Walsh, Miranda Cosgrove, Angus Macfadyen, Jorja Fox, Enver Gjokaj, Haaz Sleiman",United States,"March 19, 2020",2019,91,"Stranded when the Earth is suddenly destroyed in a mysterious cataclysm, the astronauts aboard a marooned space station slowly lose their minds.",Independent Movies
+s16,Movie,Oct-01,Kunle Afolayan,"Sadiq Daba, David Bailie, Kayode Olaiya, Kehinde Bankole, Fabian Adeoye Lojede, Nick Rhys, Kunle Afolayan, Colin David Reese, Ibrahim Shatta, Femi Adebayo, Kanayo O. Kanayo, Lawrence Stubbings, Ademola Adedoyin",Nigeria,"September 1, 2019",2014,149,"Against the backdrop of Nigeria's looming independence from Britain, detective Danladi Waziri races to capture a killer terrorizing local women.",Dramas
+s18,Movie,22-Jul,Paul Greengrass,"Anders Danielsen Lie, Jon Øigarden, Jonas Strand Gravli, Ola G. Furuseth, Maria Bock, Thorbjørn Harr, Jaden Smith",Norway,"October 10, 2018",2018,144,"After devastating terror attacks in Norway, a young survivor, grieving families and the country rally for justice and healing. Based on a true story.",Dramas
+s19,Movie,15-Aug,Swapnaneel Jayakar,"Rahul Pethe, Mrunmayee Deshpande, Adinath Kothare, Vaibhav Mangale, Jaywant Wadkar, Satish Pulekar, Naina Apte, Uday Tikekar",India,"March 29, 2019",2019,124,"On India's Independence Day, a zany mishap in a Mumbai chawl disrupts a young love story while compelling the residents to unite in aid of a little boy.",Comedies
+s21,Movie,​​Kuch Bheege Alfaaz,Onir,"Geetanjali Thapa, Zain Khan Durrani, Shray Rai Tiwari, Mona Ambegaonkar, Chandreyee Ghosh, Barun Chanda, Saheb Bhattacharjee, Shefali Chauhan",India,"September 1, 2018",2018,110,"After accidentally connecting over the Internet, two strangers form a tight friendship – not knowing they already share a bond.",Dramas
+s22,Movie,​Goli Soda 2,Vijay Milton,"Samuthirakani, Bharath Seeni, Vinoth, Esakki Barath, Chemban Vinod Jose, Gautham Menon, Krisha Kurup, Subiksha",India,"September 15, 2018",2018,128,"A taxi driver, a gangster and an athlete struggle to better their lives despite obstacles like crooked politicians, evil dons and caste barriers.",Action
+s23,Movie,​Maj Rati ​​Keteki,Santwana Bardoloi,"Adil Hussain, Shakil Imtiaz, Mahendra Rabha, Sulakshana Baruah, Rahul Gautam Sarma, Kulada Bhattacharjya, Indu Mohan Das, Moumita Talukdar",India,"September 15, 2018",2017,117,"A successful writer returns to the town that launched his career, encountering people who spark nostalgic, often painfully illuminating flashbacks.",Dramas
+s24,Movie,​Mayurakshi,Atanu Ghosh,"Soumitra Chatterjee, Prasenjit Chatterjee, Indrani Haldar, Sudipta Chakraborty, Suman Banerjee, Gargi Roychowdhury",India,"September 15, 2018",2017,100,"When a middle-aged divorcee returns to Kolkata to visit his ailing father, long-buried memories resurface, bringing new discoveries with them.",Dramas
+s28,Movie,#Alive,Cho Il,"Yoo Ah-in, Park Shin-hye",South Korea,"September 8, 2020",2020,99,"As a grisly virus rampages a city, a lone man stays locked inside his apartment, digitally cut off from seeking help and desperate to find a way out.",Horror Movies
+s29,Movie,#AnneFrank - Parallel Stories,"Sabina Fedeli, Anna Migotto","Helen Mirren, Gengher Gatti",Italy,"July 1, 2020",2019,95,"Through her diary, Anne Frank's story is retold alongside those of five Holocaust survivors in this poignant documentary from Oscar winner Helen Mirren.",Documentaries
+s32,Movie,#FriendButMarried,Rako Prijanto,"Adipati Dolken, Vanesha Prescilla, Rendi Jhon, Beby Tsabina, Denira Wiraguna, Refal Hady, Diandra Agatha, Sari Nila",Indonesia,"May 21, 2020",2018,102,"Pining for his high school crush for years, a young man puts up his best efforts to move out of the friend zone until she reveals she's getting married.",Dramas
+s33,Movie,#FriendButMarried 2,Rako Prijanto,"Adipati Dolken, Mawar de Jongh, Sari Nila, Vonny Cornellya, Clay Gribble, Ivan Leonardy, Sarah Sechan, Jourdy Pranata",Indonesia,"June 28, 2020",2020,104,"As Ayu and Ditto finally transition from best friends to newlyweds, a quick pregnancy creates uncertainty for the future of their young marriage.",Dramas
+s34,Movie,#realityhigh,Fernando Lebrija,"Nesta Cooper, Kate Walsh, John Michael Higgins, Keith Powers, Alicia Sanz, Jake Borelli, Kid Ink, Yousef Erakat, Rebekah Graf, Anne Winters, Peter Gilroy, Patrick Davis",United States,"September 8, 2017",2017,99,"When nerdy high schooler Dani finally attracts the interest of her longtime crush, she lands in the cross hairs of his ex, a social media celebrity.",Comedies
+s35,Movie,#Roxy,Michael Kennedy,"Jake Short, Sarah Fisher, Booboo Stewart, Danny Trejo, Pippa Mackie, Jake Smith, Patricia Zentilli, Carter Thicke",Canada,"April 10, 2019",2018,105,A teenage hacker with a huge nose helps a cool kid woo a girl that he’s secretly in love with.,Comedies
+s37,Movie,#Selfie,Cristina Jacob,"Flavia Hojda, Crina Semciuc, Olimpia Melinte, Levent Sali, Vlad Logigan, Alex Calin, Alina Chivulescu, Razvan Vasilescu",Romania,"June 1, 2019",2014,125,"Two days before their final exams, three teen girls make a seaside getaway to end their adolescence with a bang.",Comedies
+s38,Movie,#Selfie 69,Cristina Jacob,"Maia Morgenstern, Olimpia Melinte, Crina Semciuc, Flavia Hojda, Maria Dinulescu, Alex Calin, Vlad Logigan, Levent Sali, Silvia Busuioc, Mihaela Mihut",Romania,"June 1, 2019",2016,119,"After a painful breakup, a trio of party-loving friends makes a bet: who can get married in three days.",Comedies
+s40,Movie,"¡Ay, mi madre!",Frank Ariza,"Estefanía de los Santos, Secun de la Rosa, Terele Pávez, María Alfonsa Rosso, Mariola Fuentes, Alfonso Sánchez, Paz Vega, Marta Torné, Concha Galán",Spain,"July 19, 2019",2019,81,"When her estranged mother suddenly dies, a woman must follow the quirky instructions laid out in the will in order to collect an important inheritance.",Comedies
+s41,Movie,Çarsi Pazar,Muharrem Gülmez,"Erdem Yener, Ayhan Taş, Emin Olcay, Muharrem Gülmez, Elif Nur Kerkük, Tarık Papuççuoğlu, Suzan Aksoy, Doğa Konakoğlu, Esin Eden, Deniz Özerman",Turkey,"March 10, 2017",2015,97,The slacker owner of a public bath house rallies his community to save it when a big developer comes to town to close it down and open a new mall.,Comedies
+s42,Movie,Ég man þig,Óskar Thór Axelsson,"Jóhannes Haukur Jóhannesson, Ágústa Eva Erlendsdóttir, Elma Stefania Agustsdottir, Thor Kristjansson, Anna Gunndís Guðmundsdóttir, Sara Dögg Ásgeirsdóttir, Þröstur Leó Gunnarsson, Jóhann Sigurðarson, Sveinn Geirsson, Arnar Páll Harðarson",Iceland,"March 27, 2018",2017,106,"Young urbanites renovating a rundown house, and a psychiatrist grieving his son's disappearance, are connected to a supernatural, decades-old secret.",Horror Movies
+s43,Movie,Çok Filim Hareketler Bunlar,Ozan Açıktan,"Ayça Erturan, Aydan Taş, Ayşegül Akdemir, Burcu Gönder, Bülent Emrah Parlak, Büşra Pekin, Emre Canpolat, Ersin Korkut, Eser Yenenler, Gizem Tuğral, Gülhan Tekin, Gülsüm Alkan, Hamdi Kahraman, İbrahim Büyükak, Metin Keçeci",Turkey,"March 10, 2017",2010,99,"Vignettes of the summer holidays follow vacationers as they battle mosquitoes, suffer ruined plans and otherwise hit snags in their precious time off.",Comedies
+s44,Movie,Òlòtūré,Kenneth Gyang,"Beverly Osu, Sharon Ooja, Omowunmi Dada, Pearl Okorie, Wofai Samuel, Ikechukwu Onunaku, Kemi Lala Akindoju, Blossom Chukwujekwu, Adebukola Oladipupo, Omoni Oboli, Segun Arinze, Ada Ameh, Sambasa Nzeribe, Patrick Doyle, Gregory Ojefua",Nigeria,"October 2, 2020",2020,107,"In Lagos, a journalist goes undercover as a prostitute to expose human trafficking. What she finds is a world of exploited women and ruthless violence.",Dramas
+s45,Movie,Æon Flux,Karyn Kusama,"Charlize Theron, Marton Csokas, Jonny Lee Miller, Sophie Okonedo, Frances McDormand, Pete Postlethwaite, Amelia Warner, Caroline Chikezie, Nikolai Kinski, Paterson Joseph, Yangzom Brauen",United States,"February 1, 2018",2005,93,"Aiming to hasten an uprising, the leader of an underground rebellion dispatches acrobatic assassin Aeon Flux to eliminate the government's top leader.",Action
+s47,Movie,1 Chance 2 Dance,Adam Deyoe,"Lexi Giovagnoli, Justin Ray, Rae Latt, Poonam Basu, Teresa Biter, Kalilah Harris, Alexia Dox, Adam Powell, Sean McBride",United States,"July 1, 2017",2014,89,"When an aspiring dancer is uprooted during her senior year of high school, she finds herself torn between two boys – and with one shot at her dream.",Dramas
+s48,Movie,1 Mile to You,Leif Tilden,"Billy Crudup, Graham Rogers, Liana Liberato, Stefanie Scott, Tim Roth, Melanie Lynskey, Thomas Cocquerel, Peter Coyote",United States,"July 7, 2017",2017,105,"After escaping the bus accident that killed his girlfriend, a high school student channels his grief into running, with the help of a new coach.",Dramas
+s49,Movie,10 Days in Sun City,Adze Ugah,"Ayo Makun, Adesua Etomi, Richard Mofe-Damijo, Mercy Johnson, Falz, Tuface Idibia, Thenjiwe Moseley, Motlatsi Mafatshe, Celeste Ntuli, Miguel A. Núñez Jr.",South Africa,"October 18, 2019",2017,87,"After his girlfriend wins the Miss Nigeria pageant, a young man faces unexpected competition of his own when he joins her on a campaign in South Africa.",Comedies
+s50,Movie,10 jours en or,Nicolas Brossette,"Franck Dubosc, Claude Rich, Marie Kremer, Mathis Touré, Rufus, Olivier Claverie",France,"July 1, 2017",2012,97,"When a carefree bachelor is unexpectedly left in charge of a young boy, the two embark on a road trip that will change both of their lives.",Comedies
+s51,Movie,"10,000 B.C.",Roland Emmerich,"Steven Strait, Camilla Belle, Cliff Curtis, Joel Virgel, Affif Ben Badra, Mo Zinal, Nathanael Baring, Mona Hammond, Omar Sharif",United States,"June 1, 2019",2008,109,Fierce mammoth hunter D'Leh sets out on an impossible journey to rescue the woman he loves from a vicious warlord and save the people of his village.,Action
+s55,Movie,100 Meters,Marcel Barrena,"Dani Rovira, Karra Elejalde, Alexandra Jiménez, David Verdaguer, Clara Segura, Alba Ribas, Bruno Bergonzini, Ricardo Pereira, Manuela Couto, Marc Balaguer",Portugal,"March 10, 2017",2016,109,"A man who is diagnosed with multiple sclerosis responds by training for an Ironman triathlon, with his cranky father-in-law's help.",Dramas
+s58,Movie,100% Halal,Jastis Arimba,"Anisa Rahma, Ariyo Wahab, Anandito Dwis, Fitria Rasyidi, Arafah Rianti, Kinaryosih",Indonesia,"January 7, 2021",2020,101,"After high school, a young woman marries the man of her father's choice but soon faces the possibility that her religion considers the union invalid.",Dramas
+s60,Movie,1000 Rupee Note,Shrihari Sathe,"Usha Naik, Sandeep Pathak, Shrikant Yadav, Ganesh Yadav, Pooja Nayak, Devendra Gaikwad",India,"December 1, 2016",2014,89,"After randomly receiving a handsome political bribe, a sweet, poor elderly woman decides to treat herself a shopping spree, which doesn't go smoothly.",Dramas
+s61,Movie,12 ROUND GUN,Sam Upton,"Sam Upton, Jared Abrahamson, Mark Boone Junior, Laila Ali, Kate Vernon, Cassi Thomson, Colby French, Miguel Perez, Jay Acovone",United States,"March 14, 2019",2017,90,"Dealing with personal demons and the death of his son, a prizefighter attempts a return to the ring by challenging his rival to a 12-round rematch.",Dramas
+s63,Movie,13 Cameras,Victor Zarcoff,"PJ McCabe, Brianne Moncrief, Sarah Baldwin, Jim Cummings, Heidi Niedermeyer, Neville Archambault",United States,"August 13, 2016",2015,90,"Young parents-to-be Claire and Ryan move into a suburban rental home, unaware that someone is secretly watching their every move via hidden cameras.",Horror Movies
+s66,Movie,13 Sins,Daniel Stamm,"Mark Webber, Rutina Wesley, Devon Graye, Tom Bower, Ron Perlman, Pruitt Taylor Vince",United States,"January 13, 2019",2014,93,"A man agrees to appear on a game show with a $6 million prize. But as the challenges become more extreme, he realizes he's made a grave mistake.",Horror Movies
+s69,Movie,14 Blades,Daniel Lee,"Donnie Yen, Zhao Wei, Wu Chun, Law Kar-Ying, Kate Tsui, Yuwu Qi, Wu Ma, Chen Kuan Tai, Sammo Kam-Bo Hung, Chen Zhi Hui, Damian Lau, Xiang Dong Xu",Hong Kong,"April 3, 2019",2010,113,"In the age of the Ming Dynasty, Quinglong is the best of the Jinyiwei, an elite assassin squad made up of highly trained former street urchins. When evil eunuch Jia unseats the emperor, Quinglong is called to action but is quickly betrayed.",Action
+s70,Movie,14 Cameras,"Scott Hussion, Seth Fuller","Neville Archambault, Amber Midthunder, Brytnee Ratledge, Hank Rogerson, Chelsea Edmundson, John-Paul Howard, Lora Martinez-Cunningham, Brianne Moncrief",United States,"October 27, 2018",2018,89,"Upping the “13 Cameras” ante, this sequel finds a family renting a vacation house that’s been customized to violate their privacy.",Horror Movies
+s72,Movie,16 Blocks,Richard Donner,"Bruce Willis, Mos Def, David Morse, Jenna Stern, Cylk Cozart, Casey Sander, David Zayas, Robert Racki, Patrick Garrow, Sasha Roiz",United States,"November 1, 2019",2006,102,"Tasked with escorting a prosecution witness to court, an aging cop gears up for the 16-block trek – but they'll be lucky to make it there alive.",Action
+s73,Movie,17 Again,Burr Steers,"Zac Efron, Leslie Mann, Matthew Perry, Thomas Lennon, Michelle Trachtenberg, Melora Hardin, Sterling Knight, Hunter Parrish, Nicole Sullivan, Allison Miller",United States,"January 1, 2021",2009,102,"Nearing a midlife crisis, thirty-something Mike wishes for a ""do-over"" – and that's exactly what he gets when he wakes up to find he's 17 again.",Comedies
+s74,Movie,18 Presents,Francesco Amato,"Vittoria Puccini, Benedetta Porcaroli, Edoardo Leo, Sara Lazzaro, Marco Messeri, Betty Pedrazzi, Alessandro Giallocosta, Filippo Gili, Giacomo Rosselli",Italy,"May 8, 2020",2020,114,A pregnant mother with terminal cancer leaves behind 18 sentimental gifts for her unborn daughter to receive every birthday until she reaches womanhood.,Dramas
+s75,Movie,1898: Our Last Men in the Philippines,Salvador Calvo,"Luis Tosar, Javier Gutiérrez, Álvaro Cervantes, Karra Elejalde, Carlos Hipólito, Ricardo Gómez, Patrick Criado, Eduard Fernández, Miguel Herrán, Emilio Palacios",Spain,"June 2, 2017",2016,130,"While Spain relinquishes its last colonies, a battle-fatigued outpost engages in a long, brutal and sometimes bizarre clash with Filipino insurgents.",Dramas
+s76,Movie,1BR,David Marmor,"Nicole Brydon Bloom, Giles Matthey, Taylor Nichols, Alan Blumenfeld, Celeste Sully, Susan Davis, Clayton Hoff, Earnestine Phillips",United States,"August 23, 2020",2019,90,"Seeking her independence, a young woman moves to Los Angeles and settles into a cozy apartment complex with a disturbing sense of community.",Horror Movies
+s77,Movie,1st Summoning,Raymond Wood,"Hayley Lovitt, Teddy Cole, Brook Todd, Ace Harney, Jason Macdonald",United States,"July 26, 2019",2018,94,"Student filmmakers uncover occult rituals tied to an abandoned warehouse, then gradually realize the horror is closer than they think.",Horror Movies
+s78,Movie,2 Alone in Paris,"Ramzy Bedia, Éric Judor","Ramzy Bedia, Éric Judor, Benoît Magimel, Kristin Scott Thomas, Élodie Bouchez, Édouard Baer, Fred Testot, Omar Sy",France,"June 1, 2020",2008,97,"A bumbling Paris policeman is doggedly determined to capture the master thief that repeatedly eludes him, even when they're the last two men on Earth.",Comedies
+s79,Movie,2 States,Abhishek Varman,"Alia Bhatt, Arjun Kapoor, Ronit Roy, Amrita Singh, Revathy, Aru Krishansh Verma",India,"August 4, 2018",2014,143,"Graduate students Krish and Ananya hope to win their parents' approval before they marry, but the two families clash over their cultural differences.",Comedies
+s80,Movie,20 Feet From Stardom,Morgan Neville,"Darlene Love, Merry Clayton, Lisa Fischer, Táta Vega, Claudia Lennear, Judith Hill, Bruce Springsteen, Mick Jagger, Stevie Wonder, Sting, Bette Midler, Cissy Houston, Sheryl Crow, Tata Vega",United States,"September 22, 2018",2013,91,"Winner of the 2014 Academy Award for Best Documentary Feature, this film takes a look at the world of backup vocalists and the legends they support.",Documentaries
+s83,Movie,2036 Origin Unknown,Hasraf Dulull,"Katee Sackhoff, Ray Fearon, Julie Cox, Steven Cree, David Tse, Joe David Walters",United Kingdom,"December 20, 2018",2018,95,"Working with an artificial intelligence to investigate the failure of a deadly Mars landing, a mission controller makes an astonishing discovery.",Sci-Fi
+s84,Movie,20th Century Women,Mike Mills,"Annette Bening, Elle Fanning, Greta Gerwig, Lucas Jade Zumann, Billy Crudup",United States,"June 28, 2019",2016,119,"In 1979, single bohemian mom Dorothea, hoping to help her teen son find his place as a man, asks two young women to share their lives with him.",Dramas
+s85,Movie,21 & Over,"Jon Lucas, Scott Moore","Miles Teller, Skylar Astin, Justin Chon, Sarah Wright, Jonathan Keltz, François Chau, Russell Hodgkinson, Daniel Booko, Russell Mercado, Josie Loren, Dustin Ybarra",United States,"April 16, 2019",2013,93,Jeff's straight-and-narrow life changes abruptly when his buddies take him out for a birthday bash – the night before a crucial med school interview.,Comedies
+s89,Movie,2307: Winter's Dream,Joey Curtis,"Paul Sidhu, Arielle Holmes, Branden Coles, Kelcey Watson, Anne-Solenne Hatte, Brad Potts, Timothy Lee DePriest, Fernando Argosino, Duchess Dukes, Harwood Gordon, Stormi Henley",United States,"March 1, 2018",2016,101,"In the frozen tundra of a futuristic Arizona where humans have been forced underground, a soldier hunts the bioengineered leader of a rebellion.",Action
+s90,Movie,24 Hours to Live,Brian Smrz,"Ethan Hawke, Xu Qing, Paul Anderson, Rutger Hauer, Tyrone Keogh, Nathalie Boltt, Liam Cunningham",South Africa,"April 7, 2018",2017,93,"Revived by an experimental procedure, a hit man gets to live an extra 24 hours – which he uses to avenge his dead wife and child and redeem himself.",Action
+s91,Movie,25 Kille,Simranjit Singh Hundal,"Guggu Gill, Yograj Singh, Sonia Mann, Jimmy Sharma, Sapna Bassi, Lakha Lakhwinder Singh, Sandeep Kaur Sandy, Sardar Sohi",India,"October 1, 2018",2016,140,"Four brothers learn that they have inherited ancestral land, but must fight to claim it when a greedy feudal lord threatens to take it over.",Action
+s92,Movie,26 Years,Geun-hyun Cho,"Goo Jin, Hye-jin Han, Soo-bin Bae, Seul-ong Im, Kyeong-yeong Lee, Gwang Jang, Deok-jae Jo, Eui-sung Kim, Seok-Hwan An, Bok-gi Min",South Korea,"October 1, 2017",2012,135,"Twenty-six years after the 1980 massacre at Gwangju, South Korea, three relatives of the victims come together to avenge the infamous orchestrator.",Dramas
+s93,Movie,"27, el club de los malditos",Nicanor Loreti,"Diego Capusotto, Sofía Gala, Daniel Aráoz, Willy Toledo, El Polaco, Paula Manzone, Yayo Guridi, Guillermo Toledo",Argentina,"May 1, 2018",2018,82,"After a musician dies under suspicious circumstances, a hard-drinking detective and a music fan investigate why rock stars often die at the age of 27.",Action
+s94,Movie,27: Gone Too Soon,Simon Napier-Bell,"Janis Joplin, Jimi Hendrix, Amy Winehouse, Jim Morrison, Kurt Cobain",United Kingdom,"May 1, 2018",2017,70,"Explore the circumstances surrounding the tragic deaths at 27 of Jimi Hendrix, Jim Morrison, Brian Jones, Janis Joplin, Kurt Cobain and Amy Winehouse.",Documentaries
+s95,Movie,28 Days,Betty Thomas,"Sandra Bullock, Viggo Mortensen, Dominic West, Diane Ladd, Elizabeth Perkins, Steve Buscemi, Alan Tudyk, Mike O'Malley, Azura Skye, Reni Santoni, Marianne Jean-Baptiste",United States,"September 30, 2020",2000,104,"After her drunken antics result in property damage, an alcoholic journalist enters rehab – and soon meets a fellow resident who changes her outlook.",Comedies
+s97,Movie,3 Days to Kill,McG,"Kevin Costner, Amber Heard, Hailee Steinfeld, Connie Nielsen, Tómas Lemarquis, Richard Sammel, Marc Andréoni, Bruno Ricci, Jonas Bloquet, Eriq Ebouaney",United States,"December 1, 2020",2014,117,A terminally ill secret agent accepts a risky mission in exchange for an experimental drug that might save him – if he can survive its side effects.,Action
+s99,Movie,3 Generations,Gaby Dellal,"Elle Fanning, Naomi Watts, Susan Sarandon, Tate Donovan, Linda Emond, Jordan Carlos, Sam Trammell, Maria Dizzia, Tessa Albertson",United States,"August 28, 2017",2015,92,"When teenage Ray begins transitioning from female to male, his single mom and grandmother must cope with the change while tracking down his father.",Dramas
+s100,Movie,3 Heroines,Iman Brotoseno,"Reza Rahadian, Bunga Citra Lestari, Tara Basro, Chelsea Islan",Indonesia,"January 5, 2019",2016,124,Three Indonesian women break records by becoming the first of their nation to medal in archery at the Seoul Olympics in the summer of 1988.,Dramas
+s101,Movie,3 Idiots,Rajkumar Hirani,"Aamir Khan, Kareena Kapoor, Madhavan, Sharman Joshi, Omi Vaidya, Boman Irani, Mona Singh, Javed Jaffrey",India,"August 1, 2019",2009,164,"While attending one of India's premier colleges, three miserable engineering students and best friends struggle to beat the school's draconian system.",Comedies
+s103,Movie,3 Türken & ein Baby,Sinan Akkuş,"Kostja Ullmann, Eko Fresh, Kida Khodr Ramadan, Sabrina Klüber, Sami Nasser, Kayla Rybicka, Jytte-Merle Böhrnsen, Emrah Erdogru, Tim Grothe, Hülya Duyar",Germany,"December 15, 2016",2015,93,The lives of three dissatisfied brothers running a family bridal shop turn topsy-turvy when one of them has to care for his ex-girlfriend's baby.,Comedies
+s104,Movie,30 Days of Luxury,Hani Hamdi,"Taher Farouz, Sad Al-Saghir, Ahmad Faloks, Soleiman Eid, Mahmood El-Laithi, Hesham Ismail, Shaima Saif, Nermin Maher, Sofinar",Egypt,"April 18, 2019",2016,91,"With the help of his friends, a man breaks out of prison in hopes of restoring a lively nightclub.",Comedies
+s105,Movie,30 Minutes or Less,Ruben Fleischer,"Jesse Eisenberg, Danny McBride, Aziz Ansari, Nick Swardson, Dilshad Vadsaria, Michael Peña, Bianca Kajlich, Fred Ward",United States,"January 1, 2021",2011,83,Two crooks planning a bank heist wind up abducting a pizza delivery driver and force him to commit the robbery — with a strict time limit.,Action
+s106,Movie,300 Miles to Heaven,Maciej Dejczer,"Krzysztof Stroiński, Andrzej Mellin, Adrianna Biedrzyńska, Adrianna Biedrzyńska, Rafał Zimowski, Kama Kowalewska, Wiesław Komasa, Aleksander Bednarz, Jadwiga Jankowska-Cieslak, Wojciech Klata",Denmark,"October 1, 2019",1989,93,"Hoping to help their dissident parents, two brothers sneak out of Poland and land as refugees in Denmark, where they are prevented from returning home.",Dramas
+s107,Movie,365 Days,"Barbara Białowąs, Tomasz Mandes","Anna-Maria Sieklucka, Michele Morrone, Bronisław Wrocławski, Otar Saralidze, Magdalena Lamparska, Natasza Urbańska, Grażyna Szapołowska, Tomasz Stockinger, Gianni Parisi, Mateusz Łasowski",Poland,"June 7, 2020",2020,114,"A fiery executive in a spiritless relationship falls victim to a dominant mafia boss, who imprisons her and gives her one year to fall in love with him.",Dramas
+s108,Movie,37 Seconds,Hikari,"Mei Kayama, Misuzu Kanno, Shunsuke Daitoh, Makiko Watanabe, Yoshihiko Kumashino, Minori Hagiwara, Shohei Uno, Yuka Itaya, Kiyohiko Shibukawa, Eita Okuno, Haruka Imou, Toshinori Omi",Japan,"January 31, 2020",2020,116,"Trapped by society and familial obligations, a young manga artist goes on an unconventional journey for sexual freedom and personal liberation.",Dramas
+s110,Movie,40 Sticks,Victor Gatonye,"Robert Agengo, Mwaura Bilal, Andreo Kamau, Cajetan Boy, Arabron Nyyeneque, Shiviske Shivisi, Xavier Ywaya",Kenya,"November 20, 2020",2019,93,"When their prison bus crashes in a forest on a rainy night, a group of criminals finds themselves battling wild animals and a mysterious killer.",International Movies
+s111,Movie,42 Grams,Jack C. Newell,Jake Bickelhaupt,United States,"February 1, 2018",2017,81,"After launching a successful underground restaurant out of their apartment, an ambitious chef and his wife open an all-consuming upscale eatery.",Documentaries
+s114,Movie,48 Christmas Wishes,"Marco Deufemia, Justin G. Dyck","Khiyla Aynne, Noah Dyer, Maya Franzoi, Clara Kushnir, Madeline Leon, Liam MacDonald, Matt Schichter, Ethan Yang, Adam Crew",Canada,"December 20, 2017",2017,84,"When a small town's letters to Santa accidentally go up in smoke, two elves venture out of the North Pole to retrieve every missing wish.",Children
+s115,Movie,4L,Gerardo Olivares,"Jean Reno, Hovik Keuchkerian, Susana Abaitua, Juan Dos Santos, Arturo Valls, Enrique San Francisco, Francesc Garrido, Eric Nguyen",Spain,"July 12, 2019",2019,105,"Hoping to reunite with a dying friend, two longtime pals re-create their desert road trip from Spain to Mali, bringing along his estranged daughter.",Comedies
+s116,Movie,4th Man Out,Andrew Nackman,"Evan Todd, Parker Young, Chord Overstreet, Jon Gabrus, Kate Flannery, Brooke Dillman, Jennifer Damiano, Jordan Lane Price, Alex Rennie, Jake Epstein",United States,"May 5, 2016",2015,86,"A young mechanic comes out to his extremely straight best friends. Once they get used to the idea, they're determined to help him find the right guy.",Comedies
+s117,Movie,4th Republic,Ishaya Bako,"Kate Henshaw-Nuttal, Enyinna Nwigwe, Linda Ejiofor, Yakubu Mohammed, Bimbo Manuel, Sani Mu’azu, Emil Hirai-Garuba, Rekiya Ibrahim Atta",Nigeria,"June 13, 2020",2019,120,"After the election-night murder of her campaign manager at a polling site, a gubernatorial candidate challenges the corrupt incumbent's victory.",Dramas
+s119,Movie,5 Flights Up,Richard Loncraine,"Josh Pais, Claire van der Boom, Morgan Freeman, Diane Keaton, Carrie Preston, Cynthia Nixon, Korey Jackson, Diane Ciesla, Michael Cristofer",United States,"March 17, 2019",2014,92,"A couple finds unexpected drama when, after 40 years of living in the same Brooklyn walk-up, they attempt to sell their apartment and buy a new one.",Comedies
+s120,Movie,5 Star Christmas,Marco Risi,"Massimo Ghini, Ricky Memphis, Martina Stella, Ralph Palka, Biagio Izzo, Riccardo Rossi, Paola Minaccioni",Italy,"December 7, 2018",2018,96,"When the Italian prime minister meets his lover and political rival while on an official trip to Budapest during Christmas week, things go topsy-turvy.",Comedies
+s121,Movie,5 to 7,Victor Levin,"Anton Yelchin, Bérénice Marlohe, Olivia Thirlby, Lambert Wilson, Frank Langella, Glenn Close",United States,"March 16, 2017",2014,97,A young novelist's life is turned upside down when a chance encounter outside a New York hotel leads to an intense affair with a diplomat's wife.,Comedies
+s122,Movie,50 First Dates,Peter Segal,"Adam Sandler, Drew Barrymore, Rob Schneider, Sean Astin, Lusia Strus, Dan Aykroyd, Amy Hill, Allen Covert, Blake Clark, Maya Rudolph",United States,"December 1, 2020",2004,99,"After falling for a pretty art teacher who has no short-term memory, a marine veterinarian has to win her over again every single day.",Comedies
+s123,Movie,50/50,Jonathan Levine,"Joseph Gordon-Levitt, Seth Rogen, Anna Kendrick, Bryce Dallas Howard, Anjelica Huston, Serge Houde, Andrew Airlie, Matt Frewer, Philip Baker Hall, Marie Avgeropoulos, Jessica Parker Kennedy",United States,"June 1, 2019",2011,100,An otherwise healthy twentysomething has a comically early midlife crisis when he gets slapped with a cancer diagnosis and a 50-50 chance of survival.,Comedies
+s124,Movie,5CM,Rizal Mantovani,"Herjunot Ali, Raline Shah, Fedi Nuril, Pevita Pearce, Saykoji, Denny Sumargo, Didi Petet, Firrina Sinatrya",Indonesia,"September 28, 2018",2012,126,"Five friends embark on a mission to climb the highest peak in Java, overcoming obstacles on the way and discovering the true meaning of friendship.",Dramas
+s125,Movie,5Gang,Matei Dima,"Andrei Selaru, Dorian Popa, Julia Marcan, Ana Radu, Cosmin Nedelcu, Diana Condurache, Andrei Gavril, Luca Bogdan",Romania,"April 27, 2020",2019,96,"To keep the band together, Selly tries to earn money by making an appearance at the birthday party of a mobster's daughter — until he gets kidnapped.",Comedies
+s126,Movie,6 Balloons,Marja Lewis Ryan,"Abbi Jacobson, Dave Franco, Jane Kaczmarek, Tim Matheson, Charlotte Carel, Madeline Carel, Maya Erskine, Dawan Owens, Jen Tullock",United States,"April 6, 2018",2018,75,A loyal sister struggles to stay afloat while driving her heroin-addicted brother to a detox center and looking after his 2-year-old daughter.,Dramas
+s127,Movie,6 Days,Toa Fraser,"Jamie Bell, Abbie Cornish, Mark Strong, Martin Shaw, Ben Turner, Aymen Hamdouchi, Tim Pigott-Smith, Robert Portal, Colin Garlick, Andrew Grainger, Martin Hancock, Emun Elliott",New Zealand,"February 8, 2018",2017,94,"When armed gunmen seize the Iranian Embassy in 1980, a tense six-day standoff ensues while elite British soldiers prepare for a dangerous raid.",Action
+s128,Movie,6 Underground,Michael Bay,"Ryan Reynolds, Mélanie Laurent, Corey Hawkins, Dave Franco, Adria Arjona, Manuel Garcia-Rulfo, Ben Hardy, Lior Raz, Payman Maadi, Yuri Kolokolnikov, Kim Kold",United States,"December 13, 2019",2019,129,"After faking his death, a tech billionaire recruits a team of international operatives for a bold and bloody mission to take down a brutal dictator.",Action
+s129,Movie,6 Years,Hannah Fidell,"Taissa Farmiga, Ben Rosenfield, Lindsay Burdge, Joshua Leonard, Jennifer Lafleur, Peter Vack, Dana Wheeler-Nicholson, Jason Newman, Molly McMichael",United States,"September 8, 2015",2015,80,"As a volatile young couple who have been together for six years approach college graduation, unexpected career opportunities threaten their future.",Dramas
+s130,Movie,6-5=2,Bharat Jain,"Prashantt Guptha, Gaurav Paswala, Gaurav Kothari, Disha Kapoor, Niharica Raizada, Ashrut Jain, Darshan Machamada",India,"November 1, 2017",2014,103,"Six friends decide to undertake a grueling mountain trek, only to find that the difficulties in store for them are not merely physical.",Horror Movies
+s132,Movie,68 Kill,Trent Haaga,"Matthew Gray Gubler, AnnaLynne McCord, Alisha Boe, Sheila Vand, Sam Eidson, James Moses Black, Ajay Mehta, Michael Beasley, David Maldonado, Hallie Grace Bradley, Peter Jaymes Jr., Eric Podnar, Lucy Faust",United States,"September 1, 2019",2017,96,A hapless guy agrees to help his stunning – but psychotic – girlfriend rob her loathsome sugar daddy in a scheme as ill-conceived as it is violent.,Comedies
+s133,TV Show,7 (Seven),Nizar Shafi,"Rahman, Havish, Regina Cassandra, Nandita Swetha, Anisha Ambrose, Tridha Choudhury, Pujitha Ponnada, Aditi Arya",India,"July 30, 2019",2019,1,"Multiple women report their husbands as missing but when it appears they are looking for the same man, a police officer traces their cryptic connection.",TV Shows
+s134,Movie,7 años,Roger Gual,"Paco León, Juana Acosta, Juan Pablo Raba, Alex Brendemühl, Manuel Morón",Spain,"October 27, 2016",2016,77,Loyalties are tested and cruelties revealed when four business partners spend a tense evening debating who will pay for the crime they committed.,Dramas
+s136,Movie,7 Din Mohabbat In,"Meenu Gaur, Farjad Nabi","Mahira Khan, Sheheryar Munawar, Javed Sheikh, Hina Dilpazeer, Amna Ilyas, Mira Sethi, Rimal Ali, Salahuddin Tunio, Aamir Qureshi, Adnan Shah",Pakistan,"May 15, 2019",2018,137,"Given just seven days by a genie to find a girl who will fall for him, a nerdy young man embarks on a madcap and messy search for his would-be wife.",Comedies
+s137,Movie,7 Khoon Maaf,Vishal Bhardwaj,"Priyanka Chopra, Neil Nitin Mukesh, John Abraham, Irrfan Khan, Aleksandr Dyachenko, Annu Kapoor, Naseeruddin Shah, Vivaan Shah, Usha Uthup, Konkona Sen Sharma",India,"August 2, 2018",2011,148,"Spiced liberally with black comedy, this Bollywood drama follows the lethal love life of a woman who marries numerous men – only to find them flawed.",Dramas
+s144,Movie,90 ML,Anita Udeep,"Oviya, Masoom Shankar, Bommu Lakshmi, Monisha Ram, Tej Raj, Shree Gopika, Anson Paul, Devadarshini Chetan",India,"August 13, 2019",2019,123,Four friends shake up their lives when they meet a new woman in their apartment complex who encourages them to embrace their wild sides.,Comedies
+s145,Movie,93 Days,Steve Gukas,"Bimbo Akintola, Somkele Iyamah, Danny Glover, Gideon Okeke, Seun Kentebe, Keppy Ekpenyong, Zara Udofia Ejoh, Bimbo Manuel, Patrick Diabuah, Tina Mba, Alastair Mackenzie, Tim Reid",Nigeria,"March 5, 2020",2016,121,Heroic health workers fight to contain an Ebola outbreak when a patient arrives in Lagos with symptoms of the deadly virus. Based on a true story.,Dramas
+s146,Movie,A 2nd Chance,Clay Glen,"Nina Pearce, Adam Tuominen, Emily Morris, Amy Handley, Carmel Johnson, Alanah Gilbert, Hapi Murphy, Lilly Blacker, Julie Kay Lumasag, Elysia Markou",Australia,"July 1, 2017",2011,95,"A gymnast lacks the confidence she needs to reach the top. But with the help of her new coach, she has the chance to win a spot on the national team.",Children
+s148,Movie,A Babysitter's Guide to Monster Hunting,Rachel Talalay,"Tamara Smart, Oona Laurence, Tom Felton, Troy Leigh-Anne Johnson, Lynn Masako Cheng, Ty Consiglio, Ian Ho, Indya Moore, Alessio Scalzotto, Tamsen McDonough",United States,"October 15, 2020",2020,99,"Recruited by a secret society of babysitters, a high schooler battles the Boogeyman and his monsters when they nab the boy she's watching on Halloween.",Children
+s149,Movie,A Bad Moms Christmas,"Jon Lucas, Scott Moore","Mila Kunis, Kristen Bell, Kathryn Hahn, Susan Sarandon, Christine Baranski, Jay Hernandez, Cheryl Hines, Peter Gallagher, Justin Hartley",United States,"February 14, 2020",2017,104,"Stressed-out moms Amy, Carla and Kiki are back, and the looming Christmas holiday gets even more daunting when their mothers show up for a visit.",Comedies
+s150,Movie,A Beautiful Life,Andrew Lau Wai-Keung,"Qi Shu, Liu Ye, Anthony Wong Chau-Sang, Liang Tian, Danying Feng, Rina Sa, Zhang Songwen, Tian Gao, Andrew Lin",China,"December 1, 2018",2011,122,"After meeting under awkward circumstances, a glamorous businesswoman and a tradition-bound policeman begin a relationship that changes their lives.",Dramas
+s151,Movie,A Billion Colour Story,Padmakumar Narasimhamurthy,"Dhruva Padmakumar, Gaurav Sharma, Vasuki",India,"April 1, 2018",2016,104,The curious child of idealistic interfaith parents observes an increasingly intolerant world as his family faces financial strain.,Dramas
+s152,Movie,A Boy Called Po,John Asher,"Christopher Gorham, Julian Feder, Kaitlin Doubleday, Andrew Bowen, Caitlin Carmichael, Sean Gunn, Bryan Batt, Fay Masterson, Brian George",United States,"January 15, 2018",2016,94,"After his wife's death, an overworked engineer struggles to care for his son with autism, who regresses into a fantasy world to escape real-life bullying.",Dramas
+s154,Movie,A Bridge Too Far,Richard Attenborough,"Dirk Bogarde, James Caan, Michael Caine, Sean Connery, Edward Fox, Elliott Gould, Gene Hackman, Anthony Hopkins, Hardy Krüger, Laurence Olivier, Ryan O'Neal, Robert Redford, Maximilian Schell, Liv Ullmann",United States,"July 1, 2020",1977,176,This wartime drama details a pivotal day in 1944 when an Allied task force tried to win World War II by seizing control of key bridges in Holland.,Action
+s155,Movie,A California Christmas,Shaun Paul Piccinino,"Lauren Swickard, Josh Swickard, Ali Afshar, David Del Rio, Natalia Mann, Katelyn Epperly, Gunnar Anderson, Julie Lancaster, Amanda Detmer",United States,"December 14, 2020",2020,107,"With his carefree lifestyle on the line, a wealthy charmer poses as a ranch hand to get a hardworking farmer to sell her family’s land before Christmas.",Comedies
+s156,Movie,A Champion Heart,David de Vos,"Mandy Grace, David de Vos, Donna Rusch, Devan Key, Isabella Mancuso, Ariana Guido",United States,"April 14, 2020",2018,90,"When a grieving teen must work off her debt to a ranch, she cares for a wounded horse that teaches her more about healing than she expected.",Children
+s157,Movie,A Chaster Marriage,Umut Kirca,"Emre Karayel, Ceren Moray, Begüm Kütük, Ececan Gümeci, Ümit Erdim, Cem Kiliç, Haldun Boysan, Ferdi Akarnur, Mine Teber, Güneş Hayat",Turkey,"October 2, 2020",2016,94,"Forced to wed his childhood friend, a man obsessed with football attempts to get rid of his wife in order to keep the woman he truly loves.",Comedies
+s158,Movie,A Choo,"Kevin Ko, Peter Tsi","Kai Ko, Ariel Lin, Darren Wang, Zhang Xiaolong, Louis Koo, Vanness Wu, Kate Tsui",Taiwan,"October 14, 2020",2020,101,"Determined to win the heart of his childhood crush from orphanage, EJ becomes a boxer with superpowers and soon confronts a formidable villain.",Action
+s160,Movie,A Christmas Prince,Alex Zamm,"Rose McIver, Ben Lamb, Alice Krige, Honor Kneafsey",United States,"November 17, 2017",2017,92,Christmas comes early for an aspiring young journalist when she's sent abroad to get the scoop on a dashing prince who's poised to be king.,Children
+s161,Movie,A Christmas Prince: The Royal Baby,John Schultz,"Rose McIver, Ben Lamb, Alice Krige, Honor Kneafsey, Sarah Douglas, Andy Lucas, Raj Bajaj, Richard Ashton, Tahirah Sharif, Joel McVeagh, Theo Devaney, Kevin Shen, Momo Yeung, Crystal Yu, Billy Angel",United States,"December 5, 2019",2019,85,"Christmas brings the ultimate gift to Aldovia: a royal baby. But first, Queen Amber must save her family and kingdom by unwrapping a monarchy mystery.",Children
+s162,Movie,A Christmas Prince: The Royal Wedding,John Schultz,"Rose McIver, Ben Lamb, Alice Krige, Simon Dutton, Honor Kneafsey, Sarah Douglas, Theo Devaney, John Guerrasio, Andy Lucas, Raj Bajaj, Richard Ashton, Billy Angel, Tahirah Sharif, Joel McVeagh",United States,"November 30, 2018",2018,93,"A year after helping Richard secure the crown, Amber returns to Aldovia to plan their wedding. But her simple tastes clash with royal protocol.",Children
+s163,Movie,A Christmas Special: Miraculous: Tales of Ladybug & Cat Noir,Thomas Astruc,"Cristina Vee, Bryce Papenbrook, Keith Silverstein, Mela Lee, Max Mittelman, Carrie Keranen, Stephanie Sheh, Selah Victor, Ben Diskin, Erin Fitzgerald, Grant George",France,"December 20, 2016",2016,22,Parisian teen Marinette transforms herself into superhero Ladybug to find her lonely secret crush Adrien when he runs away from home at Christmas.,Uncategorized
+s164,Movie,A Cinderella Story,Mark Rosman,"Hilary Duff, Chad Michael Murray, Jennifer Coolidge, Dan Byrd, Regina King, Julie Gonzalo, Lin Shaye, Madeline Zima, Andrea Avery, Mary Pat Gleason, Paul Rodriguez, Whip Hubley, Kevin Kilner, Erica Hubbard, Simon Helberg",United States,"January 1, 2020",2004,95,Teen Sam meets the boy of her dreams at a dance before returning to toil in her stepmother's diner. Can her lost cell phone bring them together?,Children
+s165,Movie,A Cinderella Story: Christmas Wish,Michelle Johnston,"Laura Marano, Gregg Sulkin, Isabella Gomez, Johannah Newmarch, Lillian Doucet-Roche, Chanelle Peloso, Barclay Hope, Garfield Wilson",United States,"December 1, 2019",2019,86,"Despite her vain stepmother and mean stepsisters, an aspiring singer works as an elf at a Christmas tree lot and finds her own holiday miracle.",Children
+s166,Movie,A Clockwork Orange,Stanley Kubrick,"Malcolm McDowell, Patrick Magee, Michael Bates, Warren Clarke, Adrienne Corri, Paul Farrell, Miriam Karlin, James Marcus",United Kingdom,"November 1, 2020",1971,137,"In this dark satire from director Stanley Kubrick, a young, vicious sociopath in a dystopian England undergoes an experimental rehabilitation therapy.",Classic Movies
+s167,Movie,A Dangerous Woman,Stephen Gyllenhaal,"Debra Winger, Barbara Hershey, Gabriel Byrne, Laurie Metcalf, John Terry, Maggie Gyllenhaal, Jake Gyllenhaal, Chloe Webb, David Strathairn",United States,"April 1, 2018",1993,101,"At the center of this engrossing melodrama is a Golden Globe-nominated turn by Debra Winger, who plays a sheltered, slow-witted woman living with her widowed Aunt Frances while working at a dry cleaners.",Dramas
+s168,Movie,A Fairly Odd Summer,Savage Steve Holland,"Drake Bell, Daniella Monet, David Lewis, Susanne Blakeslee, Daran Norris, Scott Baio, Devon Weigel, Ella Anderson, Carter Hastings",United States,"November 2, 2019",2014,68,"In this live-action adventure, the gang heads to Hawaii, where Timmy learns the source of all fairy magic is in dangerous hands.",Children
+s169,Movie,A Fall from Grace,Tyler Perry,"Crystal Fox, Phylicia Rashad, Cicely Tyson, Bresha Webb, Mehcad Brooks, Adrian Pasdar, Tyler Perry",United States,"January 17, 2020",2020,121,"When gentle, law-abiding Grace confesses to killing her new husband, her skeptical young lawyer sets out to uncover the truth. A film by Tyler Perry.",Dramas
+s170,Movie,A Family Affair,Tom Fassaert,Tom Fassaert,Netherlands,"October 16, 2016",2015,111,The filmmaker hunts for the missing puzzle pieces of his family history during a visit with a complex and controversial figure: his grandmother.,Documentaries
+s171,Movie,A Family Man,Mark Williams,"Gerard Butler, Gretchen Mol, Alison Brie, Willem Dafoe, Alfred Molina, Maxwell Jenkins, Anupam Kher, Dustin Milligan",Canada,"December 15, 2019",2016,110,A ruthless corporate headhunter battles his rival for a promotion while dealing with a family crisis that threatens to derail his career.,Dramas
+s172,Movie,A Family Reunion Christmas,Robbie Countryman,"Loretta Devine, Tia Mowry-Hardrict, Anthony Alabi, Talia Jackson, Isaiah Russell-Bailey, Cameron J. Wright, Jordyn Raya James, Jackée Harry, Richard Roundtree",United States,"December 9, 2019",2019,29,M'Dear and her sisters struggle to keep their singing act together before a church Christmas pageant while Grandpa teaches the kids a valuable lesson.,Uncategorized
+s173,Movie,A Flying Jatt,Remo D'Souza,"Tiger Shroff, Jacqueline Fernandez, Nathan Jones, Kay Kay Menon, Amrita Singh, Gaurav Pandey, Shraddha Kapoor, Amrita Puri",India,"November 15, 2017",2016,142,A timid man gets unexpected superpowers while trying to save his family's land and a sacred tree from a ruthless tycoon.,Action
+s174,Movie,A Fortunate Man,Bille August,"Esben Smed, Katrine Rosenthal, Benjamin Kitter, Julie Christiansen, Tommy Kenter, Tammi Øst, Rasmus Bjerg, Ole Lemmeke, Sarah Viktoria Bjerregaard, Anders Hove, Jens Albinus",Denmark,"April 20, 2019",2018,168,"A gifted engineer flees his austere roots to pursue wealth and success among Copenhagen's elite, but the pride propelling him threatens to be his ruin.",Dramas
+s175,Movie,A Futile and Stupid Gesture,David Wain,"Will Forte, Domhnall Gleeson, Martin Mull, Joel McHale, Matt Lucas, Thomas Lennon, Seth Green, Jackie Tohn, Natasha Lyonne, Emmy Rossum, Elvy Yost, Matt Walsh, John Gemberling, Rick Glassman, Camille Guaty",United States,"January 26, 2018",2018,102,"In a brief life full of triumph and failure, ""National Lampoon"" co-founder Doug Kenney built a comedy empire, molding pop culture in the 1970s.",Comedies
+s176,Movie,A Ghost Story,David Lowery,"Casey Affleck, Rooney Mara, Liz Franke, Rob Zabrecky, Will Oldham, Sonia Acevedo",United States,"January 7, 2020",2017,92,"Following a fatal car crash, a man's spirit remains stuck in the home he shared with his wife as doors into the past and future begin to open.",Dramas
+s177,Movie,A Glimpse Inside the Mind of Charles Swan III,Roman Coppola,"Charlie Sheen, Jason Schwartzman, Bill Murray, Katheryn Winnick, Patricia Arquette, Aubrey Plaza, Mary Elizabeth Winstead, Dermot Mulroney",United States,"July 15, 2018",2012,86,"When his girlfriend walks out and leaves him a wreck, a graphic designer – who seemed to have it all – sets out to discover where he went wrong.",Comedies
+s178,Movie,A Go! Go! Cory Carson Christmas,"Stanley Moore, Alex Woo","Alan C. Lim, Taron C. Hensley, Maisie Benson, Kerry Gudjohnsen, Paul Killam, Smith Foreman, Ann Kendrick, Ella Joy Ballesteros, Neena-Sinaii Simpo, Eli Morse",United States,"November 27, 2020",2020,22,"When a familiar-looking stranger crashes in without a memory, Cory helps him remember the magic of Christmas to save the holiday for everyone.",Children
+s182,Movie,A Grand Night In: The Story of Aardman,Richard Mears,Julie Walters,United Kingdom,"November 1, 2016",2015,59,"Aardman Animations icons Wallace & Gromit, Morph and more join fans and collaborators for a retrospective celebrating the studio's 40th anniversary.",Documentaries
+s184,Movie,A Haunted House,Michael Tiddes,"Marlon Wayans, Essence Atkins, Cedric the Entertainer, Nick Swardson, David Koechner, Dave Sheridan, Affion Crockett, J.B. Smoove, Andrew Daly, Alanna Ubach",United States,"February 21, 2020",2013,86,"This spoof on scary movies follows a young couple settling into a new home, where an evil spirit — and horrifyingly hilarious antics — await.",Comedies
+s185,Movie,A Haunting at Silver Falls: The Return,Teo Konuralp,"Laura Flannery, James Cavlo, Harry Hains, Clemmie Dugdale, Dendrie Taylor, Bryan Chesters, Jennifer Dorogi, Adam Lazarre-White, Nikita Ramsey",United States,"September 17, 2019",2019,80,"When the ghost of her serial killer aunt seemingly resurfaces, Jordan must return to Silver Falls in hopes of finally putting an end to the torment.",Horror Movies
+s186,Movie,A Heavy Heart,Thomas Stuber,"Peter Kurth, Lena Lauzemis, Lina Wendel, Edin Hasanovic, Marko Dyrlich, Peter Schneider, Reiner Schöne, Udo Kroschwald",Germany,"February 15, 2017",2015,109,"Long past his heyday, a still-virile boxer tries to reconnect with his daughter as he confronts the onset of a terminal, degenerative neural disorder.",Dramas
+s187,Movie,A Holiday Engagement,Jim Fall,"Bonnie Somerville, Shelley Long, Jordan Bridges, Sam McMurray, Haylie Duff, Sam Horrigan, Carrie Wiita, Chris McKenna, Edi Patterson, Jennifer Elise Cox",United States,"November 4, 2019",2011,92,Hilary's plan to hire a good-looking guy to act as her boyfriend backfires when she brings him home for the holidays to try and fool her family.,Children
+s188,Movie,A Home with A View,Herman Yau,"Francis Chun-Yu Ng, Louis Koo, Anita Yuen, Tat-Ming Cheung, Jocelyn Choi, Ng Siu-hin, Lam Suet, Anthony Wong Chau-Sang, Lo Hoi-pang",Hong Kong,"April 30, 2019",2019,92,"When a neighbor blocks their view of the city with a commercial billboard, a Hong Kong family resorts to drastic, imaginative measures to take it down.",Comedies
+s190,Movie,A Kid from Coney Island,"Coodie, Chike",Stephon Marbury,United States,"July 6, 2020",2019,89,"From gifted athlete to professional NBA hooper, Coney Island's Stephon Marbury navigates the pressures, pitfalls and peaks of his basketball journey.",Documentaries
+s191,Movie,A Kind of Murder,Andy Goddard,"Patrick Wilson, Jessica Biel, Vincent Kartheiser, Haley Bennett, Eddie Marsan, Jon Osbeck, Radek Lord, Christine Dye",United States,"May 1, 2017",2016,96,"Obsessed with an unsolved murder case, a crime novelist stuck in an unhappy marriage fantasizes about killing his wife, who soon turns up dead.",Thrillers
+s193,Movie,A Land Imagined,Yeo Siew Hua,"Peter Yu, Liu Xiaoyi, Guo Yue, Ishtiaque Zico, Jack Tan",France,"April 13, 2019",2019,95,A cop in Singapore investigates the disappearance of a Chinese migrant construction worker who spent sleepless nights playing a mysterious video game.,Dramas
+s197,Movie,A Little Chaos,Alan Rickman,"Kate Winslet, Matthias Schoenaerts, Alan Rickman, Stanley Tucci, Helen McCrory, Steven Waddington, Jennifer Ehle, Rupert Penry-Jones, Paula Paul, Danny Webb, Phyllida Law",United Kingdom,"April 17, 2019",2014,113,"A willful young woman is hired to design a garden at Versailles for Louis XIV. Soon, she's ensnared in political and romantic complications.",Dramas
+s202,Movie,A Love Story,Maryo J. De los Reyes,"Maricel Soriano, Aga Muhlach, Angelica Panganiban, Dante Rivero, Chin Chin Gutierrez, Bobby Andrews, TJ Trinidad, Baron Geisler, John Arcilla, Gerald Madrid",Philippines,"March 14, 2019",2007,117,"Self-made millionaire Ian thinks he's found happiness when he marries caring Joanna, but his love is put to the test when he meets stewardess Karyn.",Dramas
+s204,Movie,A Mighty Team,Thomas Sorriaux,"Gérard Depardieu, Chantal Lauby, Medi Sadoun, Ilian Bergala, Blanche Gardin, Patrick Timsit, Barbara Cabrita, Jean Dell, Thomas Vandenberghe, Théo Fernandez, Léa Lopez",France,"October 15, 2016",2016,97,"When a fit of anger leads to a serious injury, a sidelined soccer star returns to his hometown and reluctantly agrees to train the local youth.",Comedies
+s206,Movie,A Monster Calls,J.A. Bayona,"Lewis MacDougall, Sigourney Weaver, Felicity Jones, Liam Neeson, Toby Kebbell, Ben Moor, James Melville, Oliver Steer, Dominic Boyle, Geraldine Chaplin, Jennifer Lim",United Kingdom,"January 16, 2021",2016,108,"Overwhelmed by his mother’s illness, a young boy begins to understand human complexity through the fantastic tales of a consoling tree monster.",Dramas
+s207,Movie,A Most Violent Year,J.C. Chandor,"Oscar Isaac, Jessica Chastain, David Oyelowo, Albert Brooks, Elyes Gabel, Catalina Sandino Moreno, Christopher Abbott, Peter Gerety, Alessandro Nivola",United Arab,"July 22, 2018",2014,125,Abel Morales tries to avoid corruption's easy path as he pursues the American Dream amid an increasingly violent business war in 1981 New York City.,Dramas
+s210,Movie,A New York Christmas Wedding,Otoja Abit,"Nia Fairweather, Chris Noth, Cooper Koch, Tyra Ferrell, Denny Dillon, Adriana DeMeo, Otoja Abit, David Anzuelo, Camilla Harden, Natasha Goodman, Avery Whitted, Tony D. Head, Joe Perrino",United States,"November 5, 2020",2020,90,"As her wedding nears, a bride-to-be is visited by an angel who reveals what could have been if she'd followed feelings for her childhood best friend.",Dramas
+s211,Movie,A Night at the Roxbury,John Fortenberry,"Will Ferrell, Chris Kattan, Dan Hedaya, Molly Shannon, Richard Grieco, Loni Anderson, Elisa Donovan, Gigi Rice, Lochlyn Munro, Dwayne Hickman",United States,"December 1, 2019",1998,82,"After a run-in with Richard Grieco, dimwits Doug and Steve gain entry to a swanky nightclub in this comedy based on a ""Saturday Night Live"" sketch.",Comedies
+s212,Movie,A Noble Intention,Joram Lürsen,"Gijs Scholten van Aschat, Jacob Derwig, Rifka Lodeizen, Juda Goslinga, Zeb Troostwijk, Elisabeth Hesemans, Joosje Duk",Netherlands,"September 1, 2016",2015,111,"In 1888 Amsterdam, a headstrong violin maker finds himself immersed in peril and tragedy after challenging businessmen who threaten his community.",Dramas
+s213,Movie,A Patch of Fog,Michael Lennox,"Stephen Graham, Conleth Hill, Lara Pulver, Arsher Ali, Stuart Graham, Ian McElhinney",United Kingdom,"April 15, 2017",2015,92,"When a guard catches a writer-television host shoplifting, instead of turning him in, he only asks to be a friend, then begins to rule his life.",Dramas
+s215,Movie,A Perfect Ending,Nicole Conn,"Barbara Niven, Jessica Clark, John Heard, Morgan Fairchild, Kerry Knuppe, Imelda Corcoran, Mary Jane Wells, Rebecca Staab, Michael Adam Hamilton, Bryan Jackson, Bryan Mordechai Jackson",United States,"January 1, 2019",2012,110,"After confessing an unusual secret, a repressed wife – prompted by her friends – decides to explore her sexuality with a high-priced call girl.",Dramas
+s216,Movie,A Perfect Man,Kees Van Oostrum,"Liev Schreiber, Jeanne Tripplehorn, Joelle Carter, Louise Fletcher, Katie Carr, Renée Soutendijk, Huub Stapel, Michael Pas",United States,"June 6, 2019",2013,94,"Nina thinks her husband, James, is cheating on her, and she sets out to prove it by calling him and pretending to be another woman.",Dramas
+s218,Movie,A Princess for Christmas,Michael Damian,"Katie McGrath, Sir Roger Moore, Sam Heughan, Travis Turner, Leilah de Meza, Miles Richardson, Charlotte Salt",United States,"August 28, 2020",2011,91,"At the invitation of a relative, young Jules Daly travels with her niece and nephew to a castle in Europe, where Jules falls for a dashing prince.",Children
+s219,TV Show,A Queen Is Born,Carla Barros,"Gloria Groove, Alexia Twister",Brazil,"November 11, 2020",2020,1,Gloria Groove and Alexia Twister make drag dreams come true as they help six artists find the confidence to own the stage in this makeover show.,International TV
+s220,Movie,A Remarkable Tale,Marina Seresesky,"Carmen Machi, Pepón Nieto, Kiti Mánver, Jon Kortajarena, Jimmy Castro, Ricardo Nkosi, Montse Pla, Malcolm Treviño-Sitté, Pepa Charro, Esperanza Elipe, Mariana Cordero, Txema Blasco",Spain,"November 1, 2019",2019,94,"The residents of an isolated town look to revive their home's identity when a group of foreigners unexpectedly arrive, bringing culture shock with them.",Comedies
+s221,Movie,A Russell Peters Christmas,Henry Sarwer-Foner,"Russell Peters, Pamela Anderson, Michael Bublé, Jon Lovitz, Scott Thompson, Faizon Love, Goapele, Ted Lange",Canada,"November 1, 2013",2011,44,"Inspired by the variety shows of the 1970s, ""A Russell Peters Christmas"" is a sweet, silly, sentimental and, most of all, funny Christmas special.",Stand-Up
+s222,Movie,A Scandall,Ishaan Trivedi,"Johnny Baweja, Reeth Mazumder, Manav Kaul, Tanvi Vyas, Puru Chibber, Vasundhara Kaul, Aayam Mehta, Niraj Sah",India,"October 15, 2017",2016,108,"A film school graduate is interested in making a movie about his girlfriend's uncle, who claims that he can see his long-dead daughter.",International Movies
+s223,Movie,A Second Chance,Cathy Garcia-Molina,"John Lloyd Cruz, Bea Alonzo, Dimples Romana, Janus del Prado, James Blanco, Ahron Villena, Beatriz Saw, Shamaine Centenera, Khalil Ramos, Billy Crawford, Al Tantay, Arci Muñoz",Philippines,"February 27, 2019",2015,130,"Following their storybook wedding, Popoy and Basha find married life – and starting a business together – more challenging than they ever imagined.",Dramas
+s225,Movie,A Separation,Asghar Farhadi,"Leila Hatami, Peyman Moaadi, Shahab Hosseini, Sareh Bayat, Sarina Farhadi, Babak Karimi, Ali-Asghar Shahbazi, Shirin Yazdanbakhsh, Kimia Hosseini, Merila Zare'i, Sahabanu Zolghadr",Iran,"March 16, 2019",2011,123,"Amid an impasse in his marriage, a father in Tehran is beset by a bitter feud involving the family of a pious caretaker he hired for his aging dad.",Dramas
+s227,Movie,A Serious Man,"Ethan Coen, Joel Coen","Michael Stuhlbarg, Richard Kind, Fred Melamed, Sari Lennick, Adam Arkin, Amy Landecker, Alan Mandell, Fyvush Finkel, Peter Breitmayer, Aaron Wolff, Jessica McManus, Brent Braunschweig",United States,"January 16, 2018",2009,106,"With every aspect of his life unraveling, a Jewish physics professor seeks out three rabbis for spiritual guidance.",Comedies
+s228,Movie,A Shaun the Sheep Movie: Farmageddon,"Richard Phelan, Will Becher","Justin Fletcher, John Sparkes, Amalia Vitale, Kate Harbour, David Holt",United Kingdom,"February 14, 2020",2020,87,Shaun and the flock race to help an adorable alien find her way home after her ship crash-lands near Mossy Bottom Farm and sparks a UFO frenzy.,Children
+s229,Movie,A Silent Voice,Naoko Yamada,"Miyu Irino, Saori Hayami, Aoi Yuki, Kensho Ono, Yuki Kaneko, Yui Ishikawa, Megumi Han, Toshiyuki Toyonaga, Mayu Matsuoka",Japan,"June 5, 2019",2016,130,A former class bully reaches out to the deaf girl he'd tormented in grade school. He feels unworthy of redemption but tries to make things right.,Anime Features
+s230,Movie,A Single Man,Tom Ford,"Colin Firth, Julianne Moore, Nicholas Hoult, Ginnifer Goodwin, Matthew Goode, Paul Butler, Ryan Simpkins, Teddy Sears, Paulette Lamori, Jon Kortajarena",United States,"November 11, 2019",2009,100,This stream-of-consciousness drama centers on a day in the life of a gay college professor who's reeling from his longtime lover's recent death.,Dramas
+s231,Movie,A Sort of Family,Diego Lerman,"Bárbara Lennie, Daniel Aráoz, Claudio Tolcachir, Paula Cohen, Yanina Ávila",Argentina,"April 1, 2018",2017,96,An Argentine doctor faces legal and ethical challenges when she travels to the countryside to pick up the infant she has been waiting to adopt.,Dramas
+s232,Movie,A Sort of Homecoming,Maria Burton,"Laura Marano, Parker Mack, Katherine McNamara, Marcus Lyle Brown, Shayne Topp, Michelle Clunie, Kathleen Wilhoite",United States,"August 1, 2017",2015,89,Ace news producer Amy is called back to her Louisiana hometown where memories of what used to be – and what might have been – come flooding back.,Dramas
+s233,Movie,A Stoning in Fulham County,Larry Elikann,"Ken Olin, Jill Eikenberry, Maureen Mueller, Gregg Henry, Nicholas Pryor, Noble Willingham, Peter Michael Goetz, Ron Perlman, Theodore Bikel, Olivia Burnette, Bill Allen, Brad Pitt",United States,"October 1, 2011",1988,95,"After reckless teens kill an Amish child, a prosecutor attempts to bring the youths to justice despite the condemnation he faces from the community.",Dramas
+s234,Movie,A StoryBots Christmas,"Evan Spiridellis, Jeff Gill","Edward Asner, Judy Greer, Erin Fitzgerald, Fred Tatasciore, Jeff Gill, Gregg Spiridellis, Evan Spiridellis, Jim Meskimen, Nate Theis",United States,"December 1, 2017",2017,26,"Bo thinks her holiday gift-giving isn't good enough, so she heads north to study under Santa Claus – only to find he's missing.",Children
+s235,Movie,A Sun,Chung Mong-hong,"Wu Chien-ho, Chen Yi-wen, Samantha Ko, Liu Kuan-ting, Greg Hsu, Wu Tai-ling, Wen Chen-ling, Yin Shin",Taiwan,"January 24, 2020",2019,156,A family reckons with the aftermath of their younger son's incarceration and a greater misfortune that follows.,Dramas
+s237,Movie,A Tale of Love and Darkness,Natalie Portman,"Natalie Portman, Gilad Kahana, Amir Tessler, Moni Moshonov, Ohad Knoller, Makram Khoury, Neta Riskin, Alexander Peleg, Rotem Keinan, Tomer Kapon",Israel,"October 25, 2019",2015,98,"Based on the memoirs of author Amos Oz, this poetic drama shares his family's tale of suffering and survival in the early years of independent Israel.",Dramas
+s239,Movie,A Thin Line Between Love & Hate,Martin Lawrence,"Martin Lawrence, Lynn Whitfield, Regina King, Bobby Brown, Della Reese, Daryl Mitchell, Roger Mosley, Malinda Williams, Roger E. Mosley, Simbi Khali, Tangie Ambrose, Wendy Raquel Robinson, Stacii Jae Johnson, Faizon Love, Miguel A. Núñez Jr., Tracy Morgan",United States,"December 1, 2020",1996,108,"When a philandering club promoter sets out to woo a rich, glamorous woman, he has no clue just how much mayhem he's about to unleash on his life.",Comedies
+s241,Movie,A Thousand Words,Brian Robbins,"Eddie Murphy, Kerry Washington, Cliff Curtis, Clark Duke, Allison Janney, Ruby Dee, John Witherspoon, Jack McBrayer",United States,"July 1, 2020",2012,92,"When he learns his karma will permit him to speak just a thousand more words before he dies, fast-talking agent Jack must make every syllable count.",Comedies
+s244,Movie,A Trip to Jamaica,Robert O. Peters,"Ayo Makun, Funke Akindele, Nse Ikpe-Etim, Dan Davies, Paul Campbell, Chris Attoh, Rebecca Silvera, Eric Roberts, Joe Diaz, Alex Moore",Nigeria,"December 13, 2019",2016,99,A newly engaged couple's romantic vacation in Jamaica turns into a mischievous adventure that tests their union in wild and unexpected ways.,Comedies
+s245,Movie,A truthful Mother,Ravishankar Venkateswaran,"Revathi, Roger Narayanan, Sneha Ravishankar, Vidya Shankar, SR Leela",India,"March 31, 2020",2020,85,"Facing a drought, a hungry tiger and a noble cow have an extraordinary encounter in this fable based on a children’s book and a Kannada folk song.",Children
+s246,Movie,A Twelve Year Night,Álvaro Brechner,"Antonio de la Torre, Chino Darín, Alfonso Tort, Soledad Villamil, César Troncoso, Silvia Pérez Cruz, César Bordón, Mirella Pascual, Nidia Telles, Eduardo Recabarren",Uruguay,"December 28, 2018",2018,122,Future Uruguayan president José Mujica and his fellow Tupamaro political prisoners fight to survive 12 years of solitary confinement and torture.,Dramas
+s247,Movie,A Very Country Christmas,Justin G. Dyck,"Bea Santos, Greyston Holt, Greg Vaughan, Deana Carter, Allison Hossack",United States,"November 15, 2020",2017,84,"When an unfulfilled country music star hides out in his hometown, he meets a budding interior designer who finds her way into his heart.",Music
+s248,Movie,A Very Murray Christmas,Sofia Coppola,"Bill Murray, Miley Cyrus, George Clooney, Chris Rock, Amy Poehler, Michael Cera, Maya Rudolph, Rashida Jones, Jason Schwartzman, Paul Shaffer, Jenny Lewis, Phoenix",United States,"December 4, 2015",2015,57,"Bill Murray rounds up an all-star cast for an evening of music, mischief and barroom camaraderie in this irreverent twist on holiday variety shows.",Comedies
+s250,Movie,A Very Special Love,Cathy Garcia-Molina,"John Lloyd Cruz, Sarah Geronimo, Dante Rivero, Rowell Santiago, Johnny Revilla, Bing Pimental, Daphne Oseña-Paez, Al Tantay, Irma Adlawan, Arno Morales, Miles Ocampo",Philippines,"November 12, 2020",2008,107,"After landing a job working for her longtime crush, an optimistic woman realizes that the man of her dreams isn't exactly who she envisioned.",International Movies
+s251,Movie,A Walk to Remember,Adam Shankman,"Mandy Moore, Shane West, Peter Coyote, Daryl Hannah, Lauren German, Clayne Crawford, Al Thompson",United States,"July 1, 2020",2002,102,"When bad boy Landon is cast opposite campus bookworm Jamie in a high school play, romance blooms — until tragedy threatens to tear them apart.",Dramas
+s252,Movie,A Wednesday,Neeraj Pandey,"Anupam Kher, Naseeruddin Shah, Jimmy Shergill, Deepal Shaw, Aamir Bashir, Kali Prasad Mukherjee, Vijay Bhatia, Chetan Pandit",India,"November 1, 2018",2008,103,"After receiving an anonymous tip about a bomb, a police commissioner must negotiate with the terrorist, who demands the release of four militants.",Action
+s254,Movie,A Whisker Away,"Junichi Sato, Tomotaka Shibayama","Mirai Shida, Natsuki Hanae, Hiroaki Ogi, Koichi Yamadera, Minako Kotobuki, Susumu Chiba, Ayako Kawasumi, Sayaka Ohara, Daisuke Namikawa",Japan,"June 18, 2020",2020,104,"A peculiar girl transforms into a cat to catch her crush's attention. But before she realizes it, the line between human and animal starts to blur.",Anime Features
+s255,Movie,A Witches' Ball,Justin G. Dyck,"Morgan Neundorf, Karen Slater, Loukia Ioannou, Will Ennis, Renee Stein, Keith Cooper, Paul Mason, Lisa Scenna, Ashley Rogan",Canada,"October 1, 2018",2017,91,"Beatrix can't wait to be inducted as a witch, but an unfortunate incident threatens to take her pending title away if she doesn't act fast.",Children
+s256,Movie,A Wrinkle in Time,Ava DuVernay,"Storm Reid, Oprah Winfrey, Reese Witherspoon, Mindy Kaling, Deric McCabe, Levi Miller, Chris Pine, Gugu Mbatha-Raw, Zach Galifianakis, Michael Peña, Bellamy Young, André Holland, Will McCormack, Rowan Blanchard, Daniel MacPherson",United States,"September 25, 2018",2018,110,"Years after their father disappears, Meg and her younger brother Charles Wallace cross galaxies on a quest to save him from the heart of darkness.",Children
+s258,Movie,A Yellow Bird,K. Rajagopal,"Sivakumar Palakrishnan, Huang Lu, Seema Biswas, Udaya Soundari, Nithiyia Rao, Indra Chandran",Singapore,"May 1, 2017",2016,111,"In Singapore, a homeless ex-convict hoping to reunite with his family forms a bond with a Chinese sex worker while serving as her bodyguard.",Dramas
+s261,TV Show,A.I.C.O.,Kazuya Murata,"Haruka Shiraishi, Yusuke Kobayashi, Makoto Furukawa, Taishi Murata, Kaori Nazuka, M・A・O, Ryota Takeuchi, Ai Kayano, Toru Okawa, Takehito Koyasu, Atsuko Tanaka",Japan,"March 9, 2018",2018,1,Everything Aiko knew was a lie. Now she's joining a team of Divers to reach the place where the Burst began to stop it for good and save her family.,Anime Series
+s262,Movie,A.M.I.,Rusty Nixon,"Debs Howard, Philip Granger, Sam Robert Muik, Havana Guppy, Bonnie Hay, Veronica Hampson, Lori Triolo, Andrew Coghlan, Laura Mitchell, Elinet Louicius",Canada,"October 1, 2020",2019,77,"After losing her mother, a teenage girl bonds with her phone’s artificial intelligence app, a relationship that soon takes a dark and violent turn.",Horror Movies
+s263,Movie,A.X.L.,Oliver Daly,"Alex Neustaedter, Becky G., Alex MacNicoll, Dominic Rains, Thomas Jane, Lou Taylor Pucci, Patricia De Leon, Niko Guardado, Ted McGinley, Marie-Françoise Theodore, Eric Etebari, Dorian Kingi",United States,"March 20, 2019",2018,99,"Young motocross racer Miles Hill helps a top-secret robotic combat dog evade its ruthless creator and the military, who are in hot pursuit.",Action
+s264,Movie,Aşk Tesadüfleri Sever,Ömer Faruk Sorak,"Mehmet Günsür, Belçim Bilgin, Ayda Aksel, Altan Erkekli, Sebnem Sönmez, Hüseyin Avni Danyal, Berna Konur, Ümit Bülent Dinçer",Turkey,"April 4, 2018",2011,122,"A series of coincidences brings two star-crossed lovers together, but fate pulls them apart until they encounter each other again in Istanbul.",Dramas
+s265,Movie,Aadu 2,Midhun Manuel Thomas,"Jayasurya, Vinayakan, Sunny Wayne, Vijay Babu, Saiju Kurup, Vineeth Mohan, Unni Rajan P. Dev, Dharmajan Bolgatty, Indrans",India,"May 15, 2018",2017,150,"When Shaji Pappan and his gang of goofy outlaws find themselves low on funds, they plan to once again win a hefty prize in a tug-of-war competition.",Comedies
+s266,Movie,Aagey Se Right,Indrajit Nattoji,"Shreyas Talpade, Kay Kay Menon, Shiv Pandit, Sanjay Sharma, Shenaz Treasury, Mahie Gill",India,"November 1, 2018",2009,117,"A cop full of self-doubt loses his gun five days before he's due to leave the force, and becomes an unexpected hero as he tries to retrieve it.",Comedies
+s267,Movie,Aajcha Divas Majha,Chandrakant Kulkarni,"Sachin Khedekar, Ashwini Bhave, Mahesh Manjrekar, Hrishikesh Joshi, Satish Alekar, Sunil Tawde, Pushkar Shrotri, Anand Ingle",India,"January 1, 2018",2013,126,A conscientious politician helps an elderly singer overcome the obstacles placed in his path a by a powerful bureaucracy.,Comedies
+s268,Movie,Aakhri Adaalat,Rajiv Mehra,"Vinod Khanna, Dimple Kapadia, Jackie Shroff, Sonam, Vinod Mehra, Shafi Inamdar, Gulshan Grover, Roopesh Kumar",India,"September 1, 2017",1988,148,An intrepid police inspector forced into a desk job must take matters into his own hands when ruthless criminals are released on a technicality.,Action
+s269,Movie,Aalorukkam,V C Abhilash,"Indrans, Sreekanth Menon, Vishnu Agasthya, Aliyar, Seethabaala, Shaji John, Sajith Nampiyar, Benny Vadakkan",India,"November 15, 2018",2018,122,"When an aging father seeks the help of a doctor and a journalist to look for the son who left him 16 years ago, he learns some surprising truths.",Dramas
+s270,Movie,Aamir,Raj Kumar Gupta,"Rajeev Khandelwal, Gajraj Rao, Shashanka Ghosh, Jhilmil Hazrika, Gazala Amin, Allauddin Khan",India,"November 1, 2018",2008,95,"In this high-tension thriller, an anonymous caller on a cell phone threatens to harm a man's family if he doesn't carry out every order.",International Movies
+s271,Movie,Aapla Manus,Satish Rajwade,"Nana Patekar, Sumeet Raghvan, Iravati Harshe, Aashish Kulkarni, Savita Malpekar",India,"September 10, 2020",2018,133,"When a man falls from his balcony, an investigator questions the victim’s family, determined to uncover a darker truth behind the alleged accident.",Dramas
+s272,Movie,Aarakshan,Prakash Jha,"Amitabh Bachchan, Saif Ali Khan, Manoj Bajpayee, Deepika Padukone, Prateik, Tanvi Azmi, Saurabh Shukla, Darshan Jariwala, Yashpal Sharma, Mukesh Tiwari",India,"December 31, 2019",2011,164,The decision by India's supreme court to establish caste-based reservations for jobs in education causes conflict between a teacher and his mentor.,Dramas
+s273,Movie,Aashayein,Nagesh Kukunoor,"John Abraham, Sonal Sehgal, Prateeksha Lonkar, Girish Karnad, Farida Jalal, Ashwin Chitale, Anaitha Nair, Vikram Inamdar, Vipin Bhali, Poonam Chitale, Nagesh Kukunoor",India,"October 22, 2017",2010,115,"When he learns he has terminal cancer, a cynical gambler and chronic smoker ditches his fiancée, snubs doctors and checks into a nursing home to die.",Dramas
+s274,Movie,Aashik Awara,Umesh Mehra,"Saif Ali Khan, Mamta Kulkarni, Mohnish Bahl, Sharmila Tagore, Saeed Jaffrey, Kader Khan",India,"June 1, 2017",1993,154,"Raised by a kindly thief, orphaned Jimmy goes on the run from goons and falls in love with Jyoti, whose father indirectly caused his parents' deaths.",Dramas
+s275,Movie,Aata Pita,Uttung Shelar,"Sanjay Narvekar, Bharat Jadhav, Satish Phulekar, Ashwini Apte",India,"January 1, 2018",2010,133,A municipal clerk with literary ambitions stalks a loan recovery officer on whom he has decided to base his story's central character.,Comedies
+s276,Movie,Aaviri,Ravi Babu,"Ravi Babu, Neha Chauhan, Sri Muktha, Bharani Shankar, Mukhtar Khan, Priya",India,"December 31, 2019",2019,110,"After losing their first child in an accident, a couple moves to a palatial home, where their young daughter comes under the spell of an eerie spirit.",Horror Movies
+s277,TV Show,Abby Hatcher,Kyran Kelly,"Macy Drouin, Wyatt White, Paul Sun-Hyung Lee, Michela Luci, Christian Dal Dosso, Laaibah Alvi, Leo Orgil",United States,"July 1, 2020",2019,1,"A big-hearted girl helps her Fuzzly friends who live in her family's hotel with exploring feelings, fixing mishaps and embracing their special quirks.",Kids
+s278,Movie,Abby Sen,Atanu Ghosh,"Abir Chatterjee, Raima Sen, Arunima Ghosh, Priyanka Sarkar, Sujan Mukherjee, Kanchan Mullick, Biswanath Basu, Bhaswar Chatterjee, Swagata Basu, Tuhin Mitra, Paran Banerjee, Kharaj Mukherjee, Chiranjit",India,"May 1, 2017",2015,127,"After losing his seventh job in a row, a TV producer and sci-fi buff travels back in time to 1980, where his employment prospects improve.",Comedies
+s279,Movie,ABCD 2,Remo D'Souza,"Prabhu Deva, Varun Dhawan, Shraddha Kapoor, Lauren Gottlieb, Sushant Pujari, Punit Pathak, Dharmesh Yelande, Raghav Juyal",India,"November 1, 2018",2015,146,"After being accused of cheating on a reality TV show, a dance troupe seeks to redeem itself by winning the World Hip-Hop Dance Championship.",Dramas
+s280,Movie,ABCD: Any Body Can Dance,Remo D'Souza,"Prabhu Deva, Kay Kay Menon, Ganesh Acharya, Dharmesh Yelande, Salman, Lauren Gottlieb, Noorin Sha, Punit Pathak",India,"November 1, 2018",2013,136,"Thrown out of the elite dance studio he founded, Vishnu's spirits rebound when he sees young street dancers prepping for an annual contest.",Dramas
+s283,Movie,"Abdullah, The Final Witness",Hashim Nadeem Khan,"Sajid Hasan, Hameed Sheikh, Habibullah Panezai, Imraan Abbas, Sadia, Imran Tareen, Asal Deen, Yameen Shah",Pakistan,"January 15, 2019",2016,88,"Inspired by real events, this drama follows a trucker jailed after driving five ill-fated travelers across Quetta, and the officer taking on his case.",Dramas
+s284,Movie,Abhinetri,A. L. Vijay,"Tamannaah Bhatia, Prabhu Deva, Sonu Sood, Sapthagiri, Murli Sharma, R.V. Udhaykumar, Joy Mathew, Hema",India,"May 1, 2018",2016,131,"Due to family pressure, a corporate man reluctantly marries a woman from the village, but in their new home, she abruptly assumes a different persona.",Comedies
+s285,TV Show,Abnormal Summit,"Jung-ah Im, Seung-uk Jo","Hyun-moo Jun, Si-kyung Sung, Se-yoon Yoo",South Korea," August 4, 2017",2017,2,"Led by a trio of Korean celebs, a multinational panel of men engage in – usually – lighthearted debates on issues that surround Korea and beyond.",International TV
+s286,Movie,Abominable Christmas,Chad Van De Keere,"Isabella Acres, Drake Bell, Emilio Estevez, Nolan Gould, Matthew Lillard, Ray Liotta, Jane Lynch, Ariel Winter",United States,"February 18, 2016",2012,44,Two small abominable snowmen flee their mountain to escape a scientist who's trying to capture them and end up spending Christmas with a human family.,Children
+s287,Movie,About a Boy,"Chris Weitz, Paul Weitz","Nicholas Hoult, Toni Collette, Victoria Smurfit, Sharon Small, Natalia Tena, Isabel Brook, Hugh Grant, Rachel Weisz, Nicholas Hutchison",United Kingdom,"February 1, 2019",2002,101,"Hip, irresponsible Londoner Will invents an imaginary son and starts attending single-parent meetings to find available women.",Comedies
+s288,Movie,About Time,Richard Curtis,"Domhnall Gleeson, Rachel McAdams, Bill Nighy, Lydia Wilson, Lindsay Duncan, Richard Cordery, Tom Hollander, Margot Robbie, Joshua McGuire, Vanessa Kirby",United Kingdom,"April 16, 2019",2013,123,"When Tim learns that the men in his family can travel in time and change their own lives, he decides to go back and win the woman of his dreams.",Comedies
+s292,Movie,Abzurdah,Daniela Goggi,"Eugenia Suárez, Esteban Lamothe, Gloria Carrá, Rafael Spregelburd, Tomás Ottaviano, Julieta Gullo, Zoe Hochbaum, Lucia Carolina Pecrul",Argentina,"August 25, 2016",2015,90,A disenfranchised 16-year-old girl connects to an older man on the internet and after a brief one-sided affair descends into obsession and anorexia.,Dramas
+s293,Movie,Acapulco La vida va,Alfonso Serrano Maturino,"Patricio Castillo, Sergio Bustamante, Alejandro Suárez, Luz María Jerez, Bob Isaacs, Tere Monroy",Mexico,"June 3, 2017",2016,89,"Three lifelong friends travel to Acapulco ostensibly so one of them can find his lost love, but the real reason behind the trip holds some surprises.",Comedies
+s294,Movie,Accident,Cheang Pou Soi,"Louis Koo, Richie Ren, Stanley Fung Sui-Fan, Michelle Ye, Lam Suet, Alexander Chan, Monica Mok",Hong Kong,"December 1, 2018",2009,87,A contract killer skilled at staging lethal accidents fears he may be a victim of his own strategy when an accomplice dies in a mysterious mishap.,International Movies
+s296,Movie,Across Grace Alley,Ralph Macchio,"Ben Hyland, Marsha Mason, Karina Smirnoff, Colin Branca, Ralph Macchio, Tricia Paoluccio",United States,"December 1, 2016",2013,24,"A young boy, upset by his parents' divorce, becomes infatuated with his grandmother's neighbor, an entrancing dancer he watches through a window.",Dramas
+s297,Movie,Across The Line,Julien Christian Lutz,"Sarah Jeffery, Simon Paul Mutuyimana, Denis Theriault, Jeremiah Sparks, Steven Love, Cara Ricketts, Jim Codrington, Shamier Anderson, Stephan James, Lanette Ware, Hugh Thompson",Canada,"April 1, 2019",2015,88,"A black high school student sets his sights for the National Hockey League, but rising racial tensions in his community may jeopardize his goals.",Dramas
+s298,Movie,Across the Universe,Julie Taymor,"Evan Rachel Wood, Jim Sturgess, Joe Anderson, Dana Fuchs, Martin Luther, James Urbaniak, T.V. Carpio, Spencer Liff",United States,"January 1, 2019",2007,133,"An American girl and a British lad fall in love amid the social and political upheaval of the 1960s, in this musical featuring songs by the Beatles.",Dramas
+s299,Movie,Act of Valor,"Mike McCoy, Scott Waugh","Keo Woolford, Drea Castro, Emilio Rivera, Rorke Denver, Jason Cottle, Ailsa Marshall, Alex Veadov, Dave, Roselyn Sanchez, Thomas Rosales Jr., Nestor Serrano, Gonzalo Menendez",United States,"June 1, 2020",2012,110,An elite squad of Navy SEALs is tasked with rescuing a kidnapped CIA agent from a lethal terrorist cell.,Action
+s300,Movie,Act of Vengeance,Mahsun Kırmızıgül,"Haluk Bilginer, Mahsun Kırmızıgül, Mustafa Sandal, Gina Gershon, Robert Patrick, Danny Glover, Engin Altan Düzyatan, Scott William Winters, Sharrieff Pugh",Turkey,"September 29, 2018",2010,112,"Two Turkish agents are sent to New York City on a mission to capture a notorious terrorist known only as ""Dejjal"" (Arabic for Antichrist).",Action
+s301,Movie,Action Replayy,Vipul Amrutlal Shah,"Akshay Kumar, Aishwarya Rai Bachchan, Om Puri, Kiron Kher, Neha Dhupia, Rannvijay Singh, Aditya Roy Kapur, Sudeepa Singh, Randhir Kapoor, Rajpal Yadav",India,"May 11, 2020",2010,129,"Sick of his parents’ constant squabbling, a young man travels back in time to the onset of their romance, with plans to set them up for marital bliss.",Children
+s302,Movie,Acts of Vengeance,Isaac Florentine,"Antonio Banderas, Karl Urban, Paz Vega, Robert Forster, Clint Dyer, Cristina Serafini, Lillian Blankenship, Atanas Srebrev, Mark Rhino Smith",Bulgaria,"January 25, 2018",2017,87,"Devastated by the murder of his wife and child, a formerly fast-talking lawyer takes a vow of silence and trains himself for a mission of revenge.",Action
+s303,Movie,Acts of Violence,Brett Donowho,"Cole Hauser, Bruce Willis, Shawn Ashmore, Ashton Holmes, Melissa Bolona, Patrick St. Esprit, Sophia Bush, Mike Epps",Canada,"August 1, 2020",2018,87,"When his future sister-in-law is kidnapped by human traffickers, a military veteran joins forces with his brothers and a world-weary cop to rescue her.",Action
+s305,Movie,Adú,Salvador Calvo,"Luis Tosar, Anna Castillo, Álvaro Cervantes, Miquel Fernández, Jesús Carroza, Moustapha Oumarou, Adam Nourou, Zayidiyya Dissou, Ana Wagener, Nora Navas",Spain,"July 1, 2020",2020,120,"Near a Spanish town in northern Africa, a child takes a painful journey, a father reconnects with his daughter and a coast guard is guilt stricken.",Dramas
+s306,Movie,Adam Devine: Best Time of Our Lives,Jay Karas,Adam Devine,United States,"June 18, 2019",2019,59,"Frenetic comic Adam Devine talks teen awkwardness, celebrity encounters, his ""Pitch Perfect"" audition and more in a special from his hometown of Omaha.",Stand-Up
+s308,Movie,ADAM SANDLER 100% FRESH,Steve Brill,Adam Sandler,United States,"October 23, 2018",2018,74,"From ""Heroes"" to ""Ice Cream Ladies"" – Adam Sandler's comedy special hits you with new songs and jokes in an unexpected, groundbreaking way.",Stand-Up
+s309,Movie,Adam: His Song Continues,Robert Markowitz,"Daniel J. Travanti, JoBeth Williams, Richard Masur, Martha Scott, Paul Regina",United States,"October 1, 2011",1986,96,"After their child was abducted and murdered, John and Reve Walsh fought to raise national awareness of the problem of missing children.",Dramas
+s310,Movie,Addicted to Life,Thierry Donard,"Antoine Bizet, Jesse Richman, Karsten Gefle, Wille Lindberg, Matahi Drollet, Mathias Wyss, Matt Annetts",France,"June 12, 2020",2014,91,"Chasing extreme challenges, athletic daredevils test their limits in various environments from giant waves to snowy slopes around the world.",Action
+s313,Movie,Aditi Mittal: Things They Wouldn't Let Me Say,Fazila Allana,Aditi Mittal,India,"July 18, 2017",2017,63,"Trailblazing comic Aditi Mittal mixes topical stand-up with frank talk about being single, wearing thongs and the awkwardness of Indian movie ratings.",Stand-Up
+s314,Movie,Adore,Anne Fontaine,"Naomi Watts, Robin Wright, Xavier Samuel, James Frecheville, Ben Mendelsohn, Jessica Tovey, Sophie Lowe, Gary Sweet, Alyson Standen, Skye Sutherland, Sarah Henderson",Australia,"November 20, 2019",2013,111,"When lifelong friends Roz and Lil fall in love with each other's teenage sons, they must carry out their affairs in relative secrecy.",Dramas
+s315,Movie,Adrift,Baltasar Kormákur,"Shailene Woodley, Sam Claflin, Jeffrey Thomas, Elizabeth Hawthorne",Hong Kong,"September 1, 2020",2018,96,A young couple’s sailing adventure becomes a fight to survive when their yacht faces a catastrophic hurricane in this story based on true events.,Action
+s316,Movie,Adrishya,Sandeep Chatterjee,"Ravi Kumar, Ayesha Singh, Nishat Mallick, Archana Kotwal, Rakesh Chaturvedi Om, Nidhi Mahavan, Abhijit Sinha, Abdur Rehman",India,"December 31, 2019",2017,99,A family’s harmonious existence is interrupted when the young son begins showing symptoms of anxiety that seem linked to disturbing events at home.,Horror Movies
+s317,Movie,Advantageous,Jennifer Phang,"Jacqueline Kim, James Urbaniak, Freya Adams, Ken Jeong, Jennifer Ehle, Samantha Kim, Troi Zee, Olivia Horton, Jennifer Ikeda, Mercedes Griffeth",United States,"June 23, 2015",2015,92,"In order to keep her job at a biomedical engineering firm that prizes youth, a middle-aged woman must submit to a drastic experimental procedure.",Dramas
+s318,Movie,Adventures in Public School,Kyle Rideout,"Daniel Doheny, Judy Greer, Siobhan Williams, Russell Peters, Grace Park, Andrew McNee, Alex Barima, Andrew Herr, Eva Day, Josh Epstein",Canada,"August 15, 2018",2018,86,"After years of home-schooling, an awkward teen decides he wants a public high school experience, but his overbearing mother struggles to let go.",Comedies
+s319,Movie,Aerials,S.A. Zaidi,"Saga Alyasery, Ana Druzhynina, Mansour Al Felei, Mohammad Abu Diak, Pascale Matar, Luke Coutts, Abeer Mohammed",United Arab,"May 7, 2020",2016,90,Dubai residents struggle to figure out why a fleet of alien spaceships are hovering over their city when all contact with the outside world is cut off.,International Movies
+s321,Movie,Afonso Padilha: Classless,"Junior Carelli, Rudge Campos",Afonso Padilha,Brazil,"September 3, 2020",2020,63,Brazilian comedian Afonso Padilha dives into his humble beginnings and digs out hilarious stories about his childhood in this very personal set.,Stand-Up
+s323,TV Show,Afronta! Facing It!,Juliana Vicente,"Loo Nascimento, Ingrid Silva, Rincon Sapiência, Batekoo, Gabriel Martins, Benjamin Abras, Daniele DaMata, Tasha & Tracie Okereke, Mariana de Matos, André Novais, Mahal Pita, Grace Passô, Thamyra Thâmara, Xenia França, Criola, Dani Ornellas, Anelis Assumpção, Magá Moura, Tássia Reis, Liniker, Yasmin Thayná, Raquel Virgínia, Juliana Luna, Erica Malunguinho, Diane Lima, Karol Conká",Brazil,"October 31, 2020",2017,1,"This docuseries spotlights Afro-Brazilian thinkers sharing their individual journeys and discussing representation, entrepreneurship and community.",Docuseries
+s324,Movie,After,Jenny Gage,"Josephine Langford, Hero Fiennes Tiffin, Selma Blair, Inanna Sarkis, Shane Paul McGhie, Pia Mia, Khadijha Red Thunder, Dylan Arnold, Samuel Larsen, Jennifer Beals, Peter Gallagher",United States,"October 9, 2019",2019,106,"Wholesome college freshman Tessa Young thinks she knows what she wants out of life, until she crosses paths with complicated bad boy Hardin Scott.",Dramas
+s330,Movie,After We Collided,Roger Kumble,"Josephine Langford, Hero Fiennes Tiffin, Dylan Sprouse, Selma Blair, Louise Lombard, Shane Paul McGhie, Candice King, Charlie Weber, Khadijha Red Thunder, Inanna Sarkis, Pia Mia, Samuel Larsen, Dylan Arnold, Karimah Westbrook, Rob Estes",United States,"December 22, 2020",2020,105,"Tessa fell hard and fast for Hardin, but after a betrayal tears them apart, she must decide whether to move on — or trust him with a second chance.",Dramas
+s331,Movie,Aftermath,Elliott Lester,"Arnold Schwarzenegger, Scoot McNairy, Maggie Grace, Judah Nelson, Glenn Morshower, Hannah Ware, Mo McRae, Martin Donovan, Larry Sullivan, Mariana Klaveno, Kevin Zegers, Lewis Pullman",United Kingdom,"March 15, 2020",2017,94,"After an air traffic controller's mistake results in a tragic accident, a man who lost his wife and daughter seeks answers from the man responsible.",Dramas
+s332,Movie,Afterschool,Antonio Campos,"Ezra Miller, Addison Timlin, Jeremy Allen White, Michael Stuhlbarg, Emory Cohen, David Costabile, Rosemarie DeWitt, Dariusz M. Uczkowski, Gary Wilmes, Paul Sparks, Alexandra Neil, Lee Wilkof",United States,"August 13, 2020",2008,107,"When a prep school loner films two classmates overdosing on cocaine, his footage plays a role in the emotional fallout within the school community.",Dramas
+s333,Movie,Aftershock,Nicolás López,"Eli Roth, Andrea Osvárt, Ariel Levy, Natasha Yarovenko, Nicolás Martínez, Lorenza Izzo, Marcial Tagle, Ramón Llao, Ignacia Allamand, Paz Bascuñán",United States,"March 7, 2018",2012,89,"An American tourist and his friends are partying in Chile, but a major earthquake devastates the area and forces them to scramble for survival.",Action
+s335,Movie,Agatha and the Truth of Murder,Terry Loane,"Ruth Bradley, Pippa Haywood, Dean Andrews, Bebe Cave, Blake Harrison, Tim McInnerny, Ralph Ineson, Michael McElhatton",United Kingdom,"January 31, 2019",2018,92,"In a dramatized depiction of her 11-day disappearance, novelist Agatha Christie solving a real murder amid a crisis in her writing and marriage.",Dramas
+s338,TV Show,Age of Rebellion,Peter Ho,"Peter Ho, Jeanine Yang, Tammy Chen, Jason Tsou, Chang Ting-hu, Nana Lee, Nien Hsuan Wu",Taiwan,"September 1, 2018",2018,1,"At their high school, a group of unruly teens wreak havoc, face bullies and navigate turbulent lives beyond school grounds.",Crime TV
+s343,Movie,Aggretsuko: We Wish You a Metal Christmas,Rarecho,"Kaolip, Shingo Kato, Komegumi Koiwasaki, Maki Tsuruta, Sohta Arai, Rina Inoue, Yuki Takahashi, Rarecho",Japan,"December 20, 2018",2018,22,"While Retsuko desperately makes plans for Christmas Eve, her new obsession with seeking validation through social media spirals out of control.",Uncategorized
+s344,Movie,Agneepath,Mukul Anand,"Amitabh Bachchan, Mithun Chakraborty, Danny Denzongpa, Madhavi, Neelam, Alok Nath, Rohini Hattangadi, Tinnu Anand, Vikram Gokhale, Archana Puran Singh",India,"April 1, 2020",1990,174,"A boy grows up to become a gangster in pursuit of the mobster who killed his innocent father, but revenge and reparation may come at great costs.",Dramas
+s345,Movie,Agustín Aristarán: Soy Rada,Mariano Baez,Agustín Aristarán,Argentina,"February 16, 2018",2018,60,"Argentine comedian Agustín ""Radagast"" Aristarán adds doses of magic, music and acting to his high-energy stand-up routine.",Stand-Up
+s346,Movie,Agyaat,Ram Gopal Varma,"Adesh Bhardwaj, Rasika Dugal, Joy Fernandes, Ravi Kale, Ishtiyak Khan, Priyanka Kothari, Kali Prasad Mukherjee, Nitin Reddy, Gautam Rode, Howard Rosemeyer",India,"October 1, 2018",2009,97,A film crew shooting in a remote forested location begins losing members one by one to a mysterious entity that they cannot see or hear.,Horror Movies
+s347,Movie,Ahista Ahista,Shivam Nair,"Abhay Deol, Soha Ali Khan, Shayan Munshi, Kamini Khanna, Sohrab Ardeshir, Murad Ali, Shakeel Khan, Natasha Sinha, Brijendra Kala",India,"December 31, 2019",2006,122,"Stood up by her groom at the altar, a young woman finds help and healing from another man – until her ex-fiancé returns, hoping to win her back.",Dramas
+s348,Movie,Ai Weiwei: Never Sorry,Alison Klayman,"Ai Weiwei, Lao Ai",United States,"March 1, 2018",2012,91,Chinese artist and activist Ai Weiwei uses social media and art to inspire protests and suffers government persecution for his actions.,Documentaries
+s352,Movie,Ainu Mosir,Takeshi Fukunaga,"Kanto Shimokura, Debo Akibe, Emi Shimokura, Toko Miura, Lily Franky",United States,"November 17, 2020",2020,84,A sensitive Ainu teen searches for a spiritual connection with his recently deceased dad while navigating his indigenous identity in a changing world.,Dramas
+s353,Movie,Airplane Mode,César Rodrigues,"Larissa Manoela, André Luiz Frambach, Erasmo Carlos, Mariana Amâncio, Amanda Orestes, Eike Duarte, Nayobe Nzainab, Katiuscia Canoro, Phellyx Moura, Dani Ornellas, Michel Bercovitch, Sílvia Lourenço",United States,"January 23, 2020",2020,97,"When Ana, an influencer, crashes her car while talking on the phone, she’s shipped to her grumpy grandfather's farm – and forced into a digital detox.",Comedies
+s354,Movie,Aisa Yeh Jahaan,Biswajeet Bora,"Palash Sen, Ira Dubey, Yashpal Sharma, Tinnu Anand, Prisha Dabbas, Kymsleen Kholie, Satish Sharma",India,"October 15, 2017",2015,127,"During a vacation with her parents, away from her concrete urban existence, a young girl learns to appreciate the joys of connecting with nature.",Dramas
+s355,Movie,Aitraaz,"Abbas Alibhai Burmawalla, Mastan Alibhai Burmawalla","Akshay Kumar, Kareena Kapoor, Priyanka Chopra, Amrish Puri, Paresh Rawal, Annu Kapoor",India,"March 1, 2018",2004,153,A happily married business executive is forced to deal with an episode from his past that he had long thought was put behind him.,International Movies
+s356,Movie,Aiyaary,Neeraj Pandey,"Sidharth Malhotra, Manoj Bajpayee, Rakul Preet Singh, Pooja Chopra, Adil Hussain, Kumud Mishra, Naseeruddin Shah, Anupam Kher, Vikram Gokhale, Juhi Babbar",India,"May 15, 2018",2018,158,"When his protégé goes rogue and poses a grave threat to the government he serves, a veteran officer of the Indian Army tries to stop him at all costs.",Action
+s357,Movie,Aiyyaa,Sachin Kundalkar,"Rani Mukerji, Prithviraj Sukumaran, Nirmiti Sawant, Subodh Bhave, Jyoti Subhash, Satish Alekar, Anita Date, Amey Wagh, Kishori Balal, Pakoda Pandi",India,"July 5, 2020",2012,151,"An outspoken, imaginative girl from a conservative family pursues her dream man while fending off the prospect of an arranged marriage.",Comedies
+s359,Movie,Ajab Prem Ki Ghazab Kahani,Rajkumar Santoshi,"Ranbir Kapoor, Katrina Kaif, Govind Namdeo, Darshan Jariwala, Zakir Hussain, Smita Jaykar, Navneet Nishan, Dolly Bindra, Upen Patel",India,"October 25, 2020",2009,150,"A young man's obsession with making others happy drives him to help the girl he loves marry someone else, then try to win her heart.",Comedies
+s362,Movie,Ajji,Devashish Makhija,"Sushama Deshpande, Abhishek Banerjee, Smita Tambe, Sharvani Suryavanshi, Vikas Kumar, Sadiya Siddiqui, Sudhir Pandey, Manuj Sharma",India,"May 1, 2018",2017,105,"When her small granddaughter is sexually assaulted by a powerful man and no justice is served, a poor, frail old woman plots her violent revenge.",Dramas
+s363,Movie,AK vs AK,Vikramaditya Motwane,"Anil Kapoor, Anurag Kashyap",India,"December 25, 2020",2020,109,"After a public spat with a movie star, a disgraced director retaliates by kidnapping the actor’s daughter, filming the search for her in real time.",Comedies
+s369,Movie,Ala Vaikunthapurramuloo,Trivikram Srinivas,"Allu Arjun, Pooja Hegde, Tabu, Sushanth, Nivetha Pethuraj, Jayaram, Murli Sharma",India,"February 27, 2020",2020,162,"After growing up enduring criticism from his father, a young man finds his world shaken upon learning he was switched at birth with a millionaire’s son.",Action
+s371,Movie,Alan Saldaña: Mi vida de pobre,"Raúl Campos, Jan Suter",Alan Saldaña,Mexico,"August 4, 2017",2017,54,Mexican comic Alan Saldaña has fun with everything from the pressure of sitting in an exit row to maxing out his credit card in this stand-up special.,Stand-Up
+s373,Movie,Alaska Is a Drag,Shaz Bennett,"Martin L. Washington Jr., Maya Washington, Matt Dallas, Christopher O'Shea, Jason Scott Lee, Margaret Cho, Kevin Daniels, John Fleck, Nia Peeples, Adam Tomei",United States,"December 31, 2020",2017,83,"Tormented by bullies, an aspiring drag star working at an Alaskan cannery becomes a skilled fighter and is tapped for competition by a boxing coach.",Dramas
+s374,Movie,Albert Pinto Ko Gussa Kyun Aata Hai?,Soumitra Ranade,"Nandita Das, Manav Kaul, Saurabh Shukla, Kishore Kadam, Omkar Das Manikpuri, Amarjeet Amle, Yusuf Hussain, Sushma Bakshi",India,"December 31, 2019",2019,85,"As the police investigate his disappearance, a young man heads to Goa to carry out an act of vengeance fueled by years of pent-up anger toward society.",Dramas
+s375,Movie,Albion: The Enchanted Stallion,Castille Landon,"Daniel Sharman, Jennifer Morrison, Debra Messing, Stephen Dorff, John Cleese, Liam McIntyre, Richard Kind, Avery Arendes, Castille Landon",United States,"July 1, 2017",2016,106,"After a magical horse transports her to a fantasy world ruled by an evil general, a brave girl sets out to save the land once and for all.",Children
+s377,Movie,Alejandro Sanz: What I Was Is What I Am,"Gervasio Iglesias, Alexis Morante",Alejandro Sanz,Spain,"August 18, 2018",2018,102,A retrospective look at the life and career of Grammy-award winning Spanish musician Alejandro Sanz.,Documentaries
+s378,Movie,Alelí,Leticia Jorge Romero,"Néstor Guzzini, Mirella Pascual, Cristina Morán, Romina Peluffo, Laila Reyes Silberberg, Pablo Tate, Gerónimo Pizzanelli, Georgina Yankelevich, Julio Icasuriaga, Carla Moscatelli",Uruguay,"April 16, 2020",2019,88,"Mourning their father's death, a dysfunctional trio of siblings must face selling their beloved childhood beach house — and dealing with each other.",Comedies
+s379,Movie,Alex Fernández: The Best Comedian in the World,Alex Díaz,Alex Fernández,Mexico,"January 23, 2020",2020,51,Comic Alex Fernández performs his familiar autobiographical stories but goes a little deeper this time with a tender tale about one of his six siblings.,Stand-Up
+s380,Movie,Alex Strangelove,Craig Johnson,"Daniel Doheny, Madeline Weinstein, Antonio Marziale, Daniel Zolghadri, Annie Q., Nik Dodani, Fred Hechinger, Kathryn Erbe, Isabella Amara, Sophie Faulkenberry",United States,"June 8, 2018",2018,100,High school senior Alex Truelove's plan to lose his virginity to lovable girlfriend Claire goes awry when he meets the equally lovable Elliot.,Comedies
+s382,Movie,Alexandria ... Why?,Youssef Chahine,"Naglaa Fathi, Farid Shawqy, Mohsen Mohiedine, Ezzat El Alaili, Abdalla Mahmoud, Youssef Wahby, Yehia Chahine, Laila Fawzy, Mahmoud El Meleigy, Ahmed Zaki, Gerry Sundquist",Egypt,"June 18, 2020",1979,131,"Living in Alexandria during World War II, an Egyptian teen enamored with American films dreams of making it in Hollywood.",Classic Movies
+s383,Movie,Alexandria: Again and Forever,Youssef Chahine,"Youssef Chahine, Yousra, Hussein Fahmy, Amr Abdel-Geleel, Taheya Cariocca, Hesham Selim, Huda Sultan, Ragaa Hussein",France,"June 18, 2020",1989,109,"At the peak of his career, Yehia joins a hunger strike, becomes smitten and reckons with a creative crisis — but finds a new muse.",Classic Movies
+s384,Movie,Alexis Viera: A Story of Surviving,Luis Ara,Alexis Viera,Uruguay,"March 20, 2019",2019,69,"After being shot during a robbery in Colombia and losing sensation in his legs, Uruguayan soccer star Alexis Viera finds a new sense of purpose.",Documentaries
+s385,Movie,Ali & Alia,Hussein El Ansary,"Khalifa Albhri, Neven Madi, Talal Mahmood, Sawsan Saad, Fatma Hassan",United Arab,"May 12, 2020",2019,106,Drugs and addiction endanger the love — and lives — of two childhood sweethearts struggling to survive the perils of a precarious world.,Dramas
+s386,Movie,Ali Baba ve 7 Cüceler,Cem Yılmaz,"Cem Yılmaz, Irina Ivkina, Çetin Altay, Zafer Algöz, Can Yılmaz, Bahtiyar Engin, Fevzi Gökçe, Yosi Mizrahi",Turkey,"July 1, 2020",2015,115,"A garden gnome vendor and his brother-in-law attend a trade fair in Sofia, where they accidentally stumble into shenanigans involving a mafia boss.",Action
+s387,Movie,Ali Wong: Baby Cobra,Jay Karas,Ali Wong,United States,"May 6, 2016",2016,60,"Ali Wong's stand up special delves into her sexual adventures, hoarding, the rocky road to pregnancy, and why feminism is terrible.",Stand-Up
+s388,Movie,Ali Wong: Hard Knock Wife,Jay Karas,Ali Wong,United States,"May 13, 2018",2018,64,"Two years after the hit ""Baby Cobra,"" Ali Wong is back with another baby bump – and a torrent of hilarious truths about marriage and motherhood.",Stand-Up
+s389,Movie,Ali's Wedding,Jeffrey Walker,"Osamah Sami, Don Hany, Helana Sawires, Frances Duca, Majid Shokor, Rodney Afif, Ghazi Alkinani, Ryan Corr",Australia,"June 8, 2018",2018,110,"After telling a white lie that spins out of control, the son of an Iraqi-born cleric in Melbourne becomes torn between family duty and his own heart.",Comedies
+s392,Movie,Alibaba Aur 40 Chor,"Latif Faiziyev, Umesh Mehra","Dharmendra, Hema Malini, Zeenat Aman, Rolan Bykov, Prem Chopra, Yakub Akhmedov, Madan Puri, Sofiko Chiaureli",Soviet Union,"January 15, 2018",1980,147,A simple village man is thrown into a web of political intrigue after he takes on a powerful and ruthless gang of bandits.,Action
+s393,Movie,Alice Doesn't Live Here Anymore,Martin Scorsese,"Ellen Burstyn, Kris Kristofferson, Billy Green Bush, Diane Ladd, Harvey Keitel, Lelia Goldoni, Lane Bradbury, Vic Tayback, Jodie Foster, Alfred Lutter",United States,"July 1, 2019",1974,112,"A widowed singer and single mother starts over as a diner waitress in Arizona, befriending her coworkers and romancing a ruggedly handsome rancher.",Classic Movies
+s395,Movie,Alice Junior,Gil Baroni,"Anne Celestino Mota, Emmanuel Rosset, Matheus Moura, Surya Amitrano, Thaís Schier, Cida Rolim, Katia Horn, Igor Augustho, Marcel Szymanski",Brazil,"October 23, 2020",2019,87,"In a small town, a trans teen with a vibrant personality shakes up her high school's conservative ways while trying to secure her first kiss.",Comedies
+s396,Movie,Alien Contact: Outer Space,J. Michael Long,J. Michael Long,United States,"January 9, 2018",2017,63,This fact-based account delves into humankind's efforts to gather signals from possible intelligent beings beyond the solar system.,Documentaries
+s398,Movie,Alien Warfare,Jeremiah Jones,"Clayton Snyder, David Meadows, Daniel Washington, Scott C. Roe, Larissa Andrade, Sal Rendino, Jose Guns Alves, Scott King",United States,"April 5, 2019",2019,88,The U.S. Navy Seal team tackles a top-secret mission at a research center where scientists have mysteriously disappeared and another life form awaits.,Action
+s400,Movie,Alien Xmas,Stephen Chiodo,"Keythe Farley, Dee Bradley Baker, Kaliayh Rhambo, Michelle Deco, Barbara Goodson",United States,"November 20, 2020",2020,42,"A young elf mistakes a tiny alien for a Christmas gift, not knowing her new plaything has plans to destroy Earth's gravity — and steal all the presents.",Children
+s401,Movie,Aliens Ate My Homework,Sean McNamara,"William Shatner, Dan Payne, Kirsten Robek, Ty Consiglio, Sean McNamara, Christian Convery, Jayden Greig, Lauren McNamara, Alex Zahara, Sandy Robson",United States,"March 6, 2018",2018,90,Tiny alien lawmen fly into Rod's bedroom and recruit him into helping them stop an intergalactic criminal – who's disguised as a very familiar human.,Children
+s403,Movie,All About Love,Adze Ugah,"Chris Attoh, Katlego Danke, Enyinna Nwigwe, Nomzamo Mbatha, Richard Lukunku, Zenande Mfenyane, Leroy Gopal, Angela Sithole",South Africa,"March 6, 2020",2017,79,An inseparable couple struggles to stay together when betrayal threatens to tear their lives apart.,Dramas
+s404,Movie,All About Nina,Eva Vives,"Mary Elizabeth Winstead, Common, Kate del Castillo, Chace Crawford, Jay Mohr, Beau Bridges, Clea DuVall, Melonie Diaz, Camryn Manheim, Mindy Sterling, Angelique Cabral, Nicole Byer, Todd Louiso, Elizabeth Masucci, Sonoya Mizuno, Charlotte Newhouse, Victor Rasuk, Andree Vermeulen",United States,"March 18, 2019",2018,101,"Fearless provocation has fueled stand-up comic Nina Geld's career, but a move to LA and a new love take her to new levels of honesty.",Comedies
+s407,Movie,All Because of You,Adrian Teh,"Hairul Azreen, Janna Nick, Amerul Affendi, Henley Hii, Nam Ron, Theebaan Govindasamy, Taufiq Hanafi, Hafizul Kamal, Josiah Hogan, Sophia Albarakbah, Sugeeta Chandran, Anna Jobling",Malaysia,"October 1, 2020",2020,102,"After falling for a guest, an unsuspecting hotel staff becomes embroiled in a hostage scheme and discovers true love in an unlikely place.",Action
+s408,Movie,All Day and a Night,Joe Robert Cole,"Jeffrey Wright, Ashton Sanders, Regina Taylor, Yahya Abdul-Mateen II, Isaiah John, Kelly Jenrette, Shakira Ja-nai Paye",United States,"May 1, 2020",2020,122,"While serving life in prison, a young man looks back at the people, the circumstances and the system that set him on the path toward his crime.",Dramas
+s409,Movie,All Dogs Go to Heaven,"Don Bluth, Gary Goldman, Dan Kuenster","Dom DeLuise, Burt Reynolds, Daryl Gilley, Candy Devine, Charles Nelson Reilly, Vic Tayback, Melba Moore, Judith Barsi, Rob Fuller, Earleen Carey, Anna Manahan, Nigel Pegram, Loni Anderson, Ken Page, Godfrey Quigley",Ireland,"June 1, 2020",1989,85,"When a canine con artist becomes an angel, he sneaks back to Earth and crosses paths with an orphan girl who can speak to animals.",Children
+s411,Movie,All Good Ones Get Away,Víctor García,"Claire Forlani, Jake Abel, Titus Welliver, Melina Matthews",Spain,"July 30, 2019",2019,83,"When a mysterious figure blackmails an adulterous couple during a romantic getaway, their secret affair turns into a fight for survival.",International Movies
+s414,Movie,All Hallows' Eve,Charlie Vaughn,"Lexi Giovagnoli, Ashley Argota, John DeLuca, Diane Salinger, Martin Klebba, Tracey Gold, Dee Wallace, Pilot Paisley-Rose, Daniel Cooksley, Vincent Giovagnoli, Dillon Cavitt",United States,"August 1, 2017",2016,92,"Instead of summoning the spirit of her dearly departed mother, a charming teen accidentally awakens a vengeful witch who wants to destroy her town.",Children
+s416,Movie,All Light Will End,Chris Blake,"Ashley Pereira, Alexandra Harris, Ted Welch, Sam Jones III, Sarah Butler, Andy Buckley, Graham Outerbridge, Michael James Thomas, John Schuck, Aaron Munoz",United States,"February 2, 2019",2018,84,"A horror novelist with a traumatic past returns to her childhood hometown, where she revisits her night terrors and loses sight of reality.",Horror Movies
+s417,Movie,All of You,Dan Villegas,"Jennylyn Mercado, Derek Ramsay, Yayo Aguila, Kean Cipriano, Nico Antonio, Enzo Marcos, Via Antonio, Hannah Ladesma",Philippines,"January 11, 2019",2017,104,"Two strangers meet on a dating app and experience instant chemistry, but their relationship unravels as jarring differences catch up to them.",Comedies
+s418,Movie,All the Boys Love Mandy Lane,Jonathan Levine,"Anson Mount, Edwin Hodge, Michael Welch, Brooke Bloom, Amber Heard, Aaron Himelstein, Whitney Able, Luke Grimes, Melissa Price",United States,"July 3, 2018",2006,91,"During a weekend excursion to a secluded ranch, an unwelcome visitor begins picking off the randy admirers of teenage temptress Mandy Lane.",Horror Movies
+s419,Movie,All The Bright Places,Brett Haley,"Elle Fanning, Justice Smith, Luke Wilson, Keegan-Michael Key, Alexandra Shipp, Lamar Johnson, Virginia Gardner, Kelli O'Hara, Felix Mallard, Sofia Hasmik",United States,"February 28, 2020",2020,109,Two teens facing personal struggles form a powerful bond as they embark on a cathartic journey chronicling the wonders of Indiana.,Dramas
+s420,Movie,All the Devil's Men,Matthew Hope,"Milo Gibson, Sylvia Hoeks, Gbenga Akinnagbe, William Fichtner, Joseph Millson, Elliot Cowan, Perry Fitzpatrick, Warren Rusher",United Kingdom,"May 15, 2019",2018,100,A battle-scarred Special Ops military vet joins a CIA-funded assignment to take down a Russian terrorist and his trigger-happy comrades.,Action
+s421,Movie,All the Freckles in the World,Yibrán Asuad,"Hánssel Casillas, Loreto Peralta, Andrea Sutton, Luis De La Rosa, Alejandro Flores, Anajosé Aldrete, Daniel Haddad, Montserrat Marañón, Juan Carlos Viana Prieto, Hernán Del Riego",Mexico,"January 3, 2020",2020,90,Thirteen-year-old José Miguel is immune to 1994 World Cup fever until he realizes soccer is the only way to win the heart of his crush.,Comedies
+s422,Movie,All The Reasons To Forget,Pedro Coutinho,"Johnny Massaro, Bianca Comparato, Regina Braga, Maria Laura Nogueira, Victor Mendes, Thiago Amaral, Rafael Primot, Eduardo Mossri, Rita Batata, Larissa Ferrara",Brazil,"April 19, 2018",2017,90,A Brazilian man tries a myriad of ways to get over his breakup with his girlfriend but is surprised to learn it's more difficult than he anticipated.,Comedies
+s423,Movie,All Together Now,Brett Haley,"Auli'i Cravalho, Justina Machado, Rhenzy Feliz, Fred Armisen, Carol Burnett, Judy Reyes, Taylor Richardson, C.S. Lee, Anthony Jacques",United States,"August 29, 2020",2020,94,"An optimistic, talented teen clings to a huge secret: She's homeless and living on a bus. When tragedy strikes, can she learn to accept a helping hand?",Dramas
+s424,Movie,"All's Well, End's Well (2009)",Vincent Kok,"Louis Koo, Sandra Ng Kwan Yue, Raymond Wong, Ronald Cheng, Yao Chen, Guo Tao, Heung Kam Lee, Chun Chau Ha, Miki Shum",Hong Kong,"November 9, 2018",2009,99,"Bound by a family rule that forbids him from marrying until his stubborn sister gets hitched, a bachelor enlists the help of a love guru to woo her.",Comedies
+s425,Movie,Alles ist gut,Eva Trobisch,"Aenne Schwarz, Andreas Döhler, Hans Löw, Tilo Nest, Lina Wendel, Lisa Hagmeister",Germany,"June 6, 2019",2019,90,"A woman sexually assaulted by her new boss's brother-in-law tries to move on as if nothing happened, but the night weighs heavily on her mind and body.",Dramas
+s426,Movie,AllI Wish,Susan Walter,"Sharon Stone, Tony Goldwyn, Liza Lapira, Ellen Burstyn, Jason Gibson, Famke Janssen, Caitlin Fitzgerald, Gilles Marini, Erica Ash, Tom Paolino",United States,"March 18, 2020",2017,95,"Over a series of birthdays, a happy-go-lucky, commitment-averse fashion designer strives to bring a bit of calm to her chaotic love life.",Dramas
+s427,TV Show,Almost Happy,Hernán Guerschuny,"Sebastián Wainraich, Natalie Pérez, Santiago Korovsky",Argentina,"May 2, 2020",2020,1,"Sebastián is a radio show host of modest fame, trying to find a way in the world as he deals with his ex-wife (whom he still loves) and two kids.",International TV
+s428,Movie,Almost Love,Mike Doyle,"Scott Evans, Augustus Prew, Kate Walsh, Michelle Buteau, Zoë Chao, Patricia Clarkson, Colin Donnell, Christopher Gray",United States,"August 2, 2020",2020,92,A close crew of striving New Yorkers experiences both joy and heartache in their romantic and professional lives.,Comedies
+s430,Movie,Alone in Berlin,Vincent Perez,"Emma Thompson, Brendan Gleeson, Daniel Brühl, Monique Chaumette, Joachim Bissmeier, Katrin Pollitt, Lars Rudolph, Uwe Preuss, Daniel Sträßer, Rainer Reiners, Mikael Persbrandt",United Kingdom,"February 15, 2019",2016,103,"After learning of their son's death on the battlefield, a grieving Berlin couple embark on a quietly dangerous act of resistance against Adolf Hitler.",Dramas
+s431,Movie,Alone/Together,Antoinette Jadaone,"Liza Soberano, Enrique Gil, Adrian Alandy, Jasmine Curtis-Smith, Sylvia Sanchez, Nonie Buencamino, Xia Vigor, Richard Manabat",Philippines,"November 5, 2020",2019,103,"Eight years after their breakup, college sweethearts Christine and Raf reconnect at different points in their lives as feelings from the past resurface.",Dramas
+s432,Movie,Along Came a Spider,Lee Tamahori,"Morgan Freeman, Monica Potter, Michael Wincott, Dylan Baker, Mika Boorem, Anton Yelchin, Kim Hawthorne, Jay O. Sanders, Billy Burke, Michael Moriarty, Penelope Ann Miller",United States,"October 1, 2019",2001,103,"When a girl is kidnapped from a prestigious prep school, a homicide detective takes the case, teaming up with young security agent.",Thrillers
+s433,Movie,Alpha and Omega 2: A Howl-iday Adventure,Richard Rich,"Ben Diskin, Kate Higgins, Blackie Rose, Lindsay Torrance, Liza West, Tracy Pfau, Bill Lader, Meryl Leigh, Shaun Gerardo",United States,"October 1, 2019",2013,45,"In this animated outdoor adventure, wolf couple Humphrey and Kate face a crisis when one of their three cubs disappears without explanation.",Children
+s434,Movie,Alpha and Omega: The Legend of the Saw Tooth Cave,Richard Rich,"Debi Derryberry, Ben Diskin, Kate Higgins, Lindsay Torrance, Larry Thomas, Bill Lader, Cindy Robinson",United States,"January 1, 2020",2014,45,"When a wolf pup named Runt sneaks off to explore a mysterious cave, he meets and befriends a wolf driven from her pack because she's blind.",Children
+s439,Movie,Altered Carbon: Resleeved,"Takeru Nakajima, Yoshiyuki Okada","Tatsuhisa Suzuki, Rina Satou, Ayaka Asai, Jouji Nakata, Kenji Yamauchi, Kanehira Yamamoto, Koji Ishii",Japan,"March 19, 2020",2020,75,"On the planet Latimer, Takeshi Kovacs must protect a tattooist while investigating the death of a yakuza boss alongside a no-nonsense CTAC.",Action
+s440,Movie,Always a Bridesmaid,Trey Haley,"Javicia Leslie, Jordan Calloway, Richard Lawson, Yvette Nicole Brown, Michelle Mitchenor, Amber Chardae Robinson, Jasmin Brown",United States,"March 3, 2020",2019,98,"Never married but always at weddings, a copy editor finally dives into the dating pool but wonders if her love story involves staying single forever.",Comedies
+s442,Movie,Always Be My Maybe,Dan Villegas,"Gerald Anderson, Arci Muñoz, Cacai Bautista, Ricci Chan, Tirso Cruz III, Carlo Aquino, Matt Evans, Ahron Villena, Victor Silayan, TJ Trinidad",Philippines,"September 1, 2020",2016,112,"After being unexpectedly dumped by their respective lovers, a man and a woman have a chance meeting at a resort and embark on a unique relationship.",International Movies
+s444,Movie,Amandla! A Revolution in Four Part Harmony,Lee Hirsch,"Miriam Makeba, Hugh Masekela, Abdullah Ibrahim, Duma Ka Ndlovu, Sibongile Khumalo, Vusi Mahlasela, Thandi Modise, Sifiso Ntuli, Sibusiso Nxumalo, Dolly Rathebe, Lindiwe Zulu",South Africa,"September 28, 2020",2002,103,This documentary recounts the fascinating and little-known role that music has played in the struggle to eradicate apartheid in South Africa.,Documentaries
+s445,Movie,Amar,Esteban Crespo,"María Pedraza, Pol Monen, Natalia Tena, Nacho Fresneda, Greta Fernández, Gustavo Salmerón, Celso Bugallo, Sonia Almarcha, Marta Belenguer",Spain,"July 15, 2017",2017,104,"Young Laura and Carlos experience the intensity and fragility of first love, as life realities gradually tarnish their idealized notions of romance.",Dramas
+s446,Movie,Amar Akbar & Tony,Atul Malhotra,"Rez Kempton, Sam Vincenti, Martin Delaney, Karen David, Laura Aikman, Goldy Notay, Meera Syal, Nina Wadia, Tanveer Ghani, Amrita Acharia",United Kingdom,"June 20, 2017",2015,92,"The brotherly bond between three childhood friends – one Sikh, one Muslim and one Catholic – is tested by the often comic absurdities of adulthood.",Comedies
+s447,Movie,Amar Akbar Anthony,Manmohan Desai,"Vinod Khanna, Rishi Kapoor, Amitabh Bachchan, Neetu Singh, Parveen Babi, Shabana Azmi, Nirupa Roy, Pran",India,"December 31, 2019",1977,172,"Abandoned in a park by their father, Amar, Akbar and Anthony grow up independently and have no knowledge of one another. They're reunited as adults when, by coincidence, they all give blood at the same hospital.",Action
+s448,Movie,Amar's Hands,Khaled Youssef,"Ghadah Abdulrazeq, Wafaa Amer, Hassan El Raddad, Houria Farghally, Sabry Fawwaz",Egypt,"April 26, 2019",2011,125,"To fulfill her husband’s dream to build a home, a widow sends her five children to earn money in Cairo, where their poverty tests them at every turn.",Dramas
+s449,Movie,Amateur,Ryan Koo,"Michael Rainey Jr., Josh Charles, Brian White, Sharon Leal, Ashlee Brian, Corey Parker Robinson",United States,"April 6, 2018",2018,96,"After he's recruited to an elite prep school, a 14-year-old basketball phenom is confronted by corruption and greed in amateur sports.",Dramas
+s451,Movie,Amelia: A Tale of Two Sisters,Edward Cotterill,Rachael Stirling,United Kingdom,"June 1, 2017",2017,44,"Eight decades after her disappearance, Amelia Earhart's incredible accomplishments are still celebrated, thanks in large part to her sister Muriel.",Documentaries
+s454,Movie,American Anarchist,Charlie Siskel,William Powell,United States,"June 23, 2017",2016,81,"This documentary profiles William Powell, who wrote the ""The Anarchist Cookbook"" in the early 1970s and spent his later life regretting his actions.",Documentaries
+s455,Movie,American Assassin,Michael Cuesta,"Dylan O'Brien, Michael Keaton, Sanaa Lathan, Shiva Negar, Taylor Kitsch, Trevor White, Navid Negahban, Scott Adkins, David Suchet, Sydney Rae White",United States,"January 31, 2020",2017,112,"After grad student Mitch Rapp suffers a tragic loss during a terrorist attack, his single-minded thirst for vengeance catches the interest of the CIA.",Action
+s456,Movie,American Beauty,Sam Mendes,"Kevin Spacey, Annette Bening, Thora Birch, Wes Bentley, Mena Suvari, Chris Cooper, Peter Gallagher, Allison Janney, Scott Bakula, Sam Robards",United States,"January 1, 2020",1999,122,"While struggling to endure his tightly wound wife, an unfulfilling job and a surly teen, a man becomes obsessed with one of his daughter's friends.",Dramas
+s460,Movie,American Experience: Ruby Ridge,Barak Goodman,"Dave Hunt, Bo Gritz, Sara Weaver",United States,"April 19, 2017",2017,53,"A botched attempt to arrest a white supremacist in Idaho results in a gun battle, a standoff and three deaths that galvanize public opinion in 1992.",Documentaries
+s462,Movie,American Experience: The Island Murder,Mark Zwonitzer,Blair Brown,United States,"May 1, 2019",2018,53,"In 1931, a young Navy wife tore apart Hawaii on racial lines after claiming she was raped by a gang of nonwhite islanders.",Documentaries
+s465,Movie,American Hangman,Wilson Coneybeare,"Donald Sutherland, Vincent Kartheiser, Oliver Dennis, Paul Braunstein, Paul Amato, Matt Baram, Dan Beirne, Joanne Boland, Jamie Jacqueline Burns, Alexander Crowther",Canada,"July 30, 2019",2019,99,"A judge’s kidnapping is streamed live on social media, as a vengeful loner puts him on trial for supposedly sending an innocent man to his death.",Thrillers
+s466,Movie,American Heist,Sarik Andreasyan,"Hayden Christensen, Adrien Brody, Jordana Brewster, Tory Kittles, Akon, Luis Da Silva Jr., Lance E. Nichols, Joe Chrest",Canada,"October 23, 2019",2014,95,An ex-con is just getting his life back on track when his older brother is released from prison and drags him into the underworld for one final heist.,Action
+s467,Movie,American History X,Tony Kaye,"Edward Norton, Edward Furlong, Beverly D'Angelo, Jennifer Lien, Ethan Suplee, Fairuza Balk, Avery Brooks, Elliott Gould, Stacy Keach, William Russ, Guy Torry",United States,"November 1, 2019",1998,119,A neo-Nazi gets sent to prison for murder and comes out a changed man. But can he prevent his younger brother from following in his footsteps?,Dramas
+s468,Movie,American Honey,Andrea Arnold,"Sasha Lane, Shia LaBeouf, Riley Keough, McCaul Lombardi, Arielle Holmes",United Kingdom,"April 27, 2019",2016,163,"A teenage girl leaves her dull life in Oklahoma to join a raucous band of travelling magazine sellers on an alcohol-, drug- and sex-filled road trip.",Dramas
+s470,Movie,American Masters: Ted Williams,Nick Davis,Ted Williams,United States,"April 1, 2019",2018,55,"Baseball legend Ted Williams fights to become the greatest hitter of all time as he battles family, teammates, the press and even the fans.",Documentaries
+s473,Movie,American Pie 9: Girls' Rules,Mike Elliott,"Madison Pettis, Lizze Broadway, Piper Curda, Natasha Behnam, Darren Barnet, Sara Rue, Zachary Gordon, Camaron Engels, Christian Valderrama, Zayne Emory",United States,"October 6, 2020",2020,96,Four tight-knit high school seniors vow to turn their love lives around by homecoming when the arrival of a new student muddles their plans.,Comedies
+s474,Movie,American Psycho,Mary Harron,"Christian Bale, Willem Dafoe, Jared Leto, Reese Witherspoon, Samantha Mathis, Chloë Sevigny, Justin Theroux, Josh Lucas, Matt Ross, Bill Sage, Cara Seymour, Guinevere Turner",United States,"September 1, 2019",2000,102,"With chiseled good looks that belie his insanity, a businessman takes pathological pride in yuppie pursuits and indulges in sudden homicidal urges.",Comedies
+s475,Movie,American Son,Kenny Leon,"Kerry Washington, Steven Pasquale, Jeremy Jordan, Eugene Lee",United States,"November 1, 2019",2019,90,Time passes and tension mounts in a Florida police station as an estranged interracial couple awaits news of their missing teenage son.,Dramas
+s477,Movie,American Warfighter,Jerry G. Angelo,"Jerry G. Angelo, Paul Logan, Joshua Santana, Carolina Castro, David Robbins, Michael King, Tom Crisp, Jennifer Marshall, Victoria Clare, Ryan Baumann, Isaac C. Singleton Jr., Said Faraj",United States,"September 13, 2019",2019,106,"A Navy SEAL haunted by wartime memories tries to rebuild his life at home, even as one last mission threatens to unravel everything.",Dramas
+s480,Movie,Among Family,Ozan Açıktan,"Engin Günaydın, Demet Evgar, Erdal Özyagcilar, Su Kutlu, Devrim Yakut, Fatih Artman, Gülse Birsel, Sevket Çoruh, Derya Karadas, Devin Özgür Cinar",Turkey,"February 15, 2019",2017,127,"Amid a marital crisis, Fikret befriends songstress Solmaz after a wacky encounter and must fill in as the father of her soon-to-wed daughter.",Comedies
+s481,Movie,Amrapali,Lekh Tandon,"Vyjayantimala, Sunil Dutt, Prem Nath, Bipin Gupta, Gajanan Jagirdar, Zul Vellani, K.N. Singh, Randhir",India,"July 1, 2017",1966,116,"In the age of Buddha and his philosophy of nonviolence, a warmonger king plots the destruction of an enemy kingdom to rescue the woman he loves.",Dramas
+s482,Movie,Amy,Asif Kapadia,"Amy Winehouse, Lauren Gilbert",United Kingdom,"July 26, 2018",2015,128,Rare home videos and interviews with Amy Winehouse's inner circle offer an intimate look at her journey from charismatic teen to troubled star.,Documentaries
+s483,Movie,Amy Schumer Growing,Amy Schumer,Amy Schumer,United States,"March 19, 2019",2019,61,"Amy Schumer spills on her new marriage, personal growth, making a baby and her mom's misguided advice in a special that's both raunchy and sincere.",Stand-Up
+s484,Movie,Amy Schumer: The Leather Special,Amy Schumer,Amy Schumer,United States,"March 7, 2017",2017,57,"Comic sensation Amy Schumer riffs on sex, dating and the absurdities of fame in a bold and uncensored stand-up set at Denver's Bellco Theater.",Stand-Up
+s486,Movie,An American Tail,Don Bluth,"Erica Yohn, Nehemiah Persoff, Amy Green, Phillip Glasser, Christopher Plummer, John Finnegan, Will Ryan, Hal Smith, Dom DeLuise, Madeline Kahn",United States,"April 1, 2018",1986,80,"Fievel, a young Russian mouse, immigrates to America and must make his own way in the strange and sometimes perilous new world.",Children
+s487,Movie,An American Tail: Fievel Goes West,"Phil Nibbelink, Simon Wells","Philip Glasser, James Stewart, Erica Yohn, Cathy Cavadini, Nehemiah Persoff, Dom DeLuise, Amy Irving, John Cleese, Jon Lovitz",United States,"April 1, 2018",1991,75,"Fievel and his family head west for what turns out to be a wild adventure. Deep in cowboy country, the intrepid mouse faces down a nasty feline.",Children
+s488,Movie,An American Tail: The Mystery of the Night Monster,Larry Latham,"Thomas Dekker, Lacey Chabert, Jane Singer, Nehemiah Persoff, Susan Boyd, Robert Hays, Pat Musick, Dom DeLuise, Candi Milo, Jeff Bennett",United States,"April 1, 2018",1999,75,"When a monster goes on a mouse-napping spree in New York, Fievel and his friends help a reporter get to the bottom of the mystery.",Children
+s489,Movie,An American Tail: The Treasures of Manhattan Island,Larry Latham,"Thomas Dekker, Dom DeLuise, Pat Musick, Nehemiah Persoff, Erica Yohn, Lacey Chabert, Elaine Bilstad, Rene Auberjonois, David Carradine, Sherman Howard, Tony Jay, Richard Karron, John Kassir, Ron Perlman",United States,"April 1, 2018",2000,79,"When Fievel and friends go hunting for buried treasure beneath the ruins of an old subway tunnel, they stumble onto something surprising.",Children
+s490,Movie,An Easy Girl,Rebecca Zlotowski,"Mina Farid, Zahia Dehar, Benoît Magimel, Nuno Lopes, Clotilde Courau, Loubna Abidar, ""Riley"" Lakdhar Dridi, Henri-Noël Tabary",France,"August 13, 2020",2019,93,A teen girl is drawn to her cousin’s hedonistic lifestyle when they spend the summer together in Cannes as she learns about herself and her own values.,Comedies
+s491,Movie,An Egyptian Story,Youssef Chahine,"Nour El-Sherif, Magda El-Khatib, Yousra, Mohsen Mohiedine, Oussama Nadir, Layla Hamadah, Mohamed Mounir, Ragaa Hussein",Egypt,"June 18, 2020",1982,129,"While undergoing heart surgery in London, Yehia reflects on his life as his heart chamber becomes a courtroom where he's tried for his mistakes.",Classic Movies
+s492,Movie,An Evening with Beverly Luff Linn,Jim Hosking,"Aubrey Plaza, Emile Hirsch, Jemaine Clement, Craig Robinson, Matt Berry, Zach Cherry, Maria Bamford, Michael D. Cohen, Sky Elobar, Jacob Wysocki, John Kerry, Bettina Devin, Gil Gex",United Kingdom,"June 17, 2020",2018,108,"When an unhappily married woman discovers a man from her past has a role in a local theater production, she'll do anything to reconnect with him.",Comedies
+s493,Movie,An Hour and a Half,Wael Ehsan,"Eyad Nassar, Ahmed Bedir, Fathy Abdel Wahab, Sawsan Badr, Maged El Kedwany, Tarek Abdel Aziz, Karima Mokhtar, Yousra El Lozy, Somaya El Khashab, Mohamed Emam",Egypt,"April 26, 2019",2012,87,"Based on the 2002 El Ayyat train accident, this drama begins 90 minutes before the explosion, following the lives of riders in the third-class cars.",Dramas
+s494,Movie,An Imperfect Murder,James Toback,"Sienna Miller, Alec Baldwin, Charles Grodin, Colleen Camp, John Buffalo Mailer, Nick Mathews, Steven Prescod, Oliver ""Power"" Grant, James Toback",United States,"January 13, 2021",2017,71,"Haunted by a nightmare involving her abusive ex-boyfriend, an actress begins to question her reality and whether the incident took place.",Dramas
+s496,Movie,An Interview with God,Perry Lang,"Brenton Thwaites, David Strathairn, Hill Harper, Charlbi Dean, Yael Grobglas",United States,"March 1, 2019",2018,97,"After an assignment in a war zone, a journalist trying to put his life back together is granted an interview with someone claiming to be God.",Dramas
+s497,Movie,An Ordinary Man,Brad Silberling,"Ben Kingsley, Hera Hilmar, Peter Serafinowicz",Serbia,"October 1, 2020",2017,91,"A war criminal in hiding begins to suspect that the maid, his only confidant and contact with the outside world, may be hiding something herself.",Dramas
+s498,Movie,An Unremarkable Christmas,Juan Camilo Pinzon,"Antonio Sanint, Luis Eduardo Arango, María Cecilia Sánchez, Mariana Gómez, Julián Cerati, Aura Cristina Geithener, Biassini Segura, Lina Tejeiro, Julio César Herrera, Christian Villamil",Colombia,"December 17, 2020",2020,83,An accountant and aspiring magician invites his boss to spend Christmas with his family — unaware that he's one of Colombia's most-wanted criminals.,Comedies
+s499,Movie,An Upper Egyptian,"Ismail Farouk, Hazem Fouda","Mohamed Ramadan, Randa El Behery, Nermin Maher, Inas El Naggar, Mayar El Gheity, Hassan Abdulfattah, Sabri Abdulmonem, Alaa Zenhom, Abdalah Mishrif, Mohamed Soliman",Egypt,"June 20, 2019",2014,85,"Eager to settle down, Abdullah searches for the right woman to marry – but the one he truly longs for may not feel the same way.",Comedies
+s500,Movie,Ana e Vitória,Matheus Souza,"Ana Caetano, Vitória Falcão, Clarissa Müller, Bruce Gomlevsky, Thati Lopes, Caique Nogueira, Érika Mader, Victor Lamoglia, Gabriela Nunes, Bryan Ruffo, Hamilton Dias",Brazil,"November 2, 2018",2018,116,"After meeting by chance, two young musicians with differing views on love and life record an album that drastically alters their lives.",Comedies
+s501,Movie,Anaamika,Sekhar Kammula,"Nayantara, Vaibhav Reddy, Pasupathy, Harshvardhan Rane, Thagubothu Ramesh, Vinay Varma, Dheer Charan Srivastav, D. Narsingh Rao",India,"September 17, 2020",2014,130,"As a woman scours Hyderabad for her missing husband, she becomes entangled in a conspiracy that suggests there’s more to the mystery than meets the eye.",International Movies
+s502,Movie,Anarkali of Aarah,Avinash Das,"Swara Bhaskar, Sanjay Mishra, Vijay Kumar, Pankaj Tripathi, Mayur More, Ishtiyak Khan",India,"August 1, 2017",2017,111,"After being sexually harassed by a drunken politician while performing at a public event, a village dancer plots revenge to clear her name.",Dramas
+s503,Movie,Anchor and Hope,Carlos Marques-Marcet,"Oona Chaplin, Natalia Tena, David Verdaguer, Geraldine Chaplin",Spain,"February 15, 2019",2017,113,Kat and Eva’s happy romance hits a rough patch when Eva decides that she wants a child. Visiting friend Roger could help complete their family.,Comedies
+s504,Movie,Anchor Baby,Lonzo Nzekwe,"Omoni Oboli, Sam Sarpong, Terri Oliver, Colin Paradine, Mark Cassius",Canada,"May 20, 2020",2010,97,A Nigerian couple living in the U.S. face agonizing fallout when they defy deportation orders with the hopes of giving their unborn child citizenship.,Dramas
+s506,Movie,And Breathe Normally,Ísold Uggadóttir,"Kristín Thóra Haraldsdóttir, Babetida Sadjo, Patrik Nökkvi Pétursson",Iceland,"January 4, 2019",2018,102,An Icelandic single mom struggling with poverty and a Guinea-Bissauan asylum seeker facing deportation find their lives intertwined in unexpected ways.,Dramas
+s507,Movie,Andaleeb El Dokki,Wael Ehsan,"Mohamed Henedi, Heba Nour, Dawood Hussain, Amr Abdel-Geleel, Mohammed El Sadaany, Mohamed Sherif Hassan",Egypt,"June 2, 2020",2008,106,"Aiming for fame, a struggling singer finds his long-lost millionaire twin and falls for his brother's secretary as a plot brews to steal the fortune.",Comedies
+s508,Movie,Andaz Apna Apna,Rajkumar Santoshi,"Aamir Khan, Salman Khan, Raveena Tandon, Karisma Kapoor, Paresh Rawal, Mehmood, Deven Verma, Jagdeep, Shakti Kapoor",India,"May 11, 2020",1994,160,"Broke and with no concrete plans for the future, two young men discover that a stunning heiress lives nearby and try to charm her into marriage.",Action
+s509,Movie,Andhadhun,Sriram Raghavan,"Tabu, Ayushmann Khurrana, Radhika Apte, Anil Dhawan, Manav Vij, Zakir Hussain, Ashwini Kalsekar, Chhaya Kadam, Pawan Singh, Kabir Sajid",India,"December 16, 2018",2018,137,A visually impaired pianist’s world careens into a series of shocking twists after he unintentionally lands at the murder scene of a former film star.,Comedies
+s511,Movie,Andhakaaram,V Vignarajan,"Vinoth Kishan, Arjun Das, Pooja Ramachandran, Kumar Natarajan, Misha Ghoshal, Arul Vincent, Chenthu Mohan, Pradeep Kalipurayath",India,"November 24, 2020",2020,171,"As a blind librarian, dispirited cricketer and desolate psychiatrist each seek retribution and release, their lives overlap under eerie influences.",Horror Movies
+s512,Movie,André & his olive tree,Josiah Ng,André Chiang,Singapore,"December 8, 2020",2020,104,"As he prepares to close his restaurant, Michelin-starred Chef André Chiang embarks on a personal and emotional journey of reflection.",Documentaries
+s513,Movie,Anelka: Misunderstood,Franck Nataf,Nicolas Anelka,France,"August 5, 2020",2020,95,"Inscrutable, incomparable or both? Famed French footballer Nicolas Anelka’s controversial legacy is explored in this in-depth documentary.",Documentaries
+s514,Movie,Anesthesia,Tim Blake Nelson,"Sam Waterston, Tim Blake Nelson, Jessica Hecht, Kristen Stewart, Corey Stoll, K. Todd Freeman, Glenn Close, Gretchen Mol, Michael Kenneth Williams, Gloria Reuben, Mickey Sumner, Yul Vazquez, Hannah Marks, Ben Konigsberg",United States,"December 30, 2018",2015,90,"After a popular professor is attacked on a New York street, the story of how a series of intertwined events led to the life-altering assault unfolds.",Dramas
+s515,Movie,Angamaly Diaries,Lijo Jose Pellissery,"Antony Varghese, Sarath Kumar, Tito Wilson, Reshma Rajan, Vineeth Vishwam, Kichu Tellus, Bitto Davis, Ullas Jose Chemban, Merin Jose Pottackal, Binny Rinky Benjamin, Amrutha Anna Reji",India,"July 1, 2018",2017,128,"After growing up amidst the gang wars of his hometown, Vincent forms an entrepreneurial squad of his own and ends up on the wrong side of the law.",Action
+s518,Movie,Angel Eyes,Luis Mandoki,"Jennifer Lopez, Jim Caviezel, Sonia Braga, Terrence Howard, Jeremy Sisto, Monet Mazur, Victor Argo, Shirley Knight",United States,"September 5, 2020",2001,103,"When a violent assault leaves her vulnerable, a streetwise Chicago cop receives help from a haunted loner who's struggling with traumas of his own.",Dramas
+s519,Movie,Angel Has Fallen,Ric Roman Waugh,"Gerard Butler, Morgan Freeman, Nick Nolte, Danny Huston, Jada Pinkett Smith, Lance Reddick, Tim Blake Nelson, Piper Perabo",United States,"April 4, 2020",2019,121,Secret Service agent Mike Banning is caught in the crossfire when he’s framed for a deadly attack on the president and forced to run for his life.,Action
+s520,Movie,Angela's Christmas,Damien O’Connor,"Lucy O'Connell, Ruth Negga, Brendan Mullins, Malachy McCourt, Vivian Drew, Anya O'Connor, Janet Moran, Brian Gleeson, Pat Kinevane",Ireland,"November 30, 2018",2018,30,A trip to church with her family on Christmas Eve gives young Angela an extraordinary idea. A heartwarming tale based on a story by Frank McCourt.,Children
+s521,Movie,Angela's Christmas Wish,Damien O’Connor,"Lucy O'Connell, Brendan Mullins, Ruth Negga, Lola Metcalfe, Jared Harris, Moe Dunford, Oscar Butler, Shona Hamill, Pat Kinevane, Janet Moran, Anya O'Connor",United States,"December 1, 2020",2020,48,"With her father working far away in Australia, a determined Angela makes a plan — and a heartfelt wish — to reunite her family in time for the holidays.",Children
+s522,Movie,Angels & Demons,Ron Howard,"Tom Hanks, Ewan McGregor, Ayelet Zurer, Stellan Skarsgård, Pierfrancesco Favino, Nikolaj Lie Kaas, Armin Mueller-Stahl, Thure Lindhardt, David Pasquesi, Cosimo Fusco",United States,"December 1, 2020",2009,139,A Harvard symbologist races to uncover clues that will help stop an attack on the Vatican by a secret society looking to retaliate for old persecutions.,Thrillers
+s523,Movie,Anger Management,Peter Segal,"Adam Sandler, Jack Nicholson, Marisa Tomei, Luis Guzmán, Allen Covert, Lynne Thigpen, Kurt Fuller, Jonathan Loughran, Krista Allen, January Jones, Woody Harrelson, John Turturro, Kevin Nealon",United States,"November 1, 2019",2003,105,"After a gentle businessman is forced to get anger management counseling, his therapist moves in – but turns out to have anger issues of his own.",Comedies
+s525,Movie,Angry Indian Goddesses,Pan Nalin,"Amrit Maghera, Rajshri Deshpande, Pavleen Gujral, Anushka Manchanda, Sandhya Mridul, Sarah-Jane Dias, Tannishtha Chatterjee, Adil Hussain, Arjun Mathur, Anuj Choudhry",India,"March 14, 2017",2015,104,"A photographer invites a close-knit group of female pals to her Goa home to announce her engagement, which stirs up a riot of emotion in all of them.",Dramas
+s527,Movie,Ani... Dr. Kashinath Ghanekar,Abhijeet Deshpande,"Subodh Bhave, Vaidehi Parshurami, Nandita Patkar, Sonali Kulkarni, Sumeet Raghvan, Prasad Oak, Anand Ingale, Suhas Palshikar",India,"September 10, 2020",2018,157,"From his singular career to his personal demons, this biopic chronicles the short yet prolific life of the Marathi dentist-turned-superstar.",Dramas
+s528,Movie,ANIMA,Paul Thomas Anderson,Thom Yorke,United Kingdom,"June 27, 2019",2019,15,"In a short musical film directed by Paul Thomas Anderson, Thom Yorke of Radiohead stars in a mind-bending visual piece. Best played loud.",Dramas
+s529,Movie,Animal Crackers,"Tony Bancroft, Scott Christian Sava","Emily Blunt, John Krasinski, Ian McKellen, Danny DeVito, Raven-Symoné, Patrick Warburton, Wallace Shawn, Gilbert Gottfried, Tara Strong, Harvey Fierstein, James Arnold Taylor, Kevin Grevioux, Sylvester Stallone, Lydia Rose Taylor",China,"July 24, 2020",2020,106,"Enchanted animal crackers turn Owen into whatever shape he eats! But to save the family circus, he'll have to keep them out of his evil uncle's hands.",Children
+s530,Movie,Animal World,Han Yan,"Li Yi Feng, Zhou Dongyu, Michael Douglas, Bingkun Cao, Ge Wang, Keanu Chi, Zhang Jungyi, Yijuan Li, Su Ke",China,"September 28, 2018",2018,130,"An unlucky, debt-ridden teen resorts to his math skills when he's forced into a deadly tournament of rock-paper-scissors run by a diabolical host.",Action
+s531,Movie,Animas,"Laura Alvea, José Ortuño","Clare Durant, Iván Pellicer, Luis Bermejo, Liz Lobato, Chacha Huang, Ángela Molina",Spain,"January 25, 2019",2018,88,A teen's eerie visions become increasingly frequent and terrifying after her longtime friend gets a girlfriend and his abusive dad is strangely killed.,Horror Movies
+s532,TV Show,Anitta: Made In Honório,"Andrucha Waddington, Pedro Waddington",Anitta,Brazil,"December 16, 2020",2020,1,"In this intimate documentary, Brazilian pop queen Anitta opens up about fame, family and her fierce work ethic, revealing the woman behind the hits.",Docuseries
+s533,Movie,Anjaan,N. Linguswamy,"Suriya, Samantha Ruth Prabhu, Vidyut Jammwal, Manoj Bajpayee, Soori",India,"October 1, 2018",2014,146,"Mild-mannered Krishna comes to Mumbai to search for his gang-leader brother, and quickly finds himself in way over his head.",Action
+s536,Movie,Anjelah Johnson: Not Fancy,Jay Karas,Anjelah Johnson-Reyes,United States,"October 2, 2015",2015,64,"The actress, comedian and YouTube sensation riffs on everything from nail salons and Gypsies to Mexican moms and super-sleuthing Liam Neeson.",Stand-Up
+s537,Movie,Ankhon Dekhi,Rajat Kapoor,"Sanjay Mishra, Seema Pahwa, Rajat Kapoor, Taranjit Kaur, Maya Sarao, Chandrachoor Rai, Namit Das, Brijendra Kala, Alka Chawla, Manu Rishi Chadha",India,"September 28, 2020",2013,104,"After a distressing incident, a Delhi man vows to believe only what he can see, but his new ideals soon take his life in extreme directions.",Dramas
+s538,Movie,Ankur Arora Murder Case,Sohail Tatari,"Kay Kay Menon, Tisca Chopra, Arjun Mathur, Paoli Dam, Vishakha Singh, Manish Chaudhary, Vishesh Tiwari, Harsh Chhaya",India,"October 15, 2017",2013,127,A young medical intern sets out to fight for justice after the negligence of the surgeon he looked up to ends in tragedy.,Dramas
+s539,Movie,Annabelle Hooper and the Ghosts of Nantucket,Paul Serafini,"Bailee Madison, Robert Capron, Rachel Resheff, Mavrick Moreno, Whitney Goin, Gary Weeks, Juliana Harkavy, Kevin B. McGlynn, Jamison Stern, Mia Matthews, Bianca Matthews",United States,"August 1, 2017",2016,92,"While vacationing on picturesque Nantucket, a crafty teenage mystery writer contends with two thieves as she tries to solve a ghostly conundrum.",Children
+s542,Movie,Anon,Andrew Niccol,"Clive Owen, Amanda Seyfried, Colm Feore, Sonya Walger, Mark O'Brien, Joe Pingue, Iddo Goldberg, Sebastian Pigott, Rachel Roberts, Ethan Tavares",United Kingdom,"May 4, 2018",2018,100,"In a future where technology has rendered privacy obsolete, a detective investigates a serial assassin who has been deleted from all visual records.",Dramas
+s543,Movie,Another Forever,Juan Zapata,"Daniela Escobar, Marlon Moreno, Peter Ketnath, Barbara Scolaro",Brazil,"March 21, 2017",2016,72,"Overtaken by the death of her beloved, a grieving woman decides to take a spontaneous trip to visit her friend and get her life back on track.",Dramas
+s547,Movie,Ant-Man and the Wasp,Peyton Reed,"Paul Rudd, Evangeline Lilly, Michael Douglas, Michael Peña, Hannah John-Kamen, Laurence Fishburne, Michelle Pfeiffer, Walton Goggins, T.I., Judy Greer, Bobby Cannavale, David Dastmalchian, Abby Ryder Fortson, Randall Park",United States,"January 29, 2019",2018,118,"Problems big and small pop up when Scott Lang, aka Ant-Man, gets drafted by Dr. Hank Pym and Hope van Dyne, aka the Wasp, for an urgent rescue mission.",Action
+s548,Movie,Antar: Son of Shadad,Sherif Ismail,"Mohamed Henedi, Bassem Samra, Dorra Zarrouk, Lotfy Labib",Egypt,"May 9, 2019",2017,110,"Learning he is the grandson of a famous knight, a young man hilariously fights a rival gang to win over the most beautiful woman in the tribe.",Comedies
+s551,Movie,Anthony Jeselnik: Fire in the Maternity Ward,Marcus Raboy,Anthony Jeselnik,United States,"April 30, 2019",2019,64,"Forging his own comedic boundaries, Anthony Jeselnik revels in getting away with saying things others can't in this stand-up special shot in New York.",Stand-Up
+s552,Movie,Anthony Jeselnik: Thoughts and Prayers,Adam Dubin,Anthony Jeselnik,United States,"October 16, 2015",2015,59,There's no subject too dark as the comedian skewers taboos and riffs on national tragedies before pulling back the curtain on his provocative style.,Stand-Up
+s553,Movie,Anthony Kaun Hai?,Raj Kaushal,"Sanjay Dutt, Arshad Warsi, Minissha Lamba, Raghuvir Yadav, Anusha Dhandekar, Gulshan Grover, Ravi Baswani",India,"July 1, 2018",2006,122,"A forger uses a fake identity in trying to retrieve stolen diamonds buried in a penitentiary, unaware a mob assassin is on the trail of his phony alias.",Comedies
+s554,Movie,Antidote,Ken Barbet,"Randy Couture, Chuck Zito, Wil Traval, Celeste Thornton, Rafael De La Fuente, Alyona Chekhova, Natali Yura, Thom Rivera",United States,"April 14, 2019",2018,90,A tough-as-nails treasure hunter protects a humanitarian doctor as she tries to cure a supernatural disease caused by a mysterious witch.,Action
+s556,Movie,Anwar,Manish Jha,"Siddharth Koirala, Nauheed Cyrusi, Manisha Koirala, Rajpal Yadav, Yashpal Sharma, Vijay Raaz, Hiten Tejwani, Sudhir Pandey, Sanjay Mishra, Lalit Tiwari",India,"December 31, 2019",2007,134,"Seeking refuge in a Hindu temple after the tragic death of the girl he loved, a Muslim youth is caught by the police, who mistake him for an enemy.",Dramas
+s561,Movie,Apaharan,Prakash Jha,"Ajay Devgn, Nana Patekar, Bipasha Basu, Ayub Khan, Mohan Agashe, Mukesh Tiwari, Yashpal Sharma, Anoop Soni, Chetan Pandit",India,"January 8, 2021",2005,161,"Raised under the condescending eye of his activist father, an underachieving loafer is lured into the local kingpin’s web of corruption and kidnapping.",Dramas
+s562,Movie,APEX: The Story of the Hypercar,"J.F. Musial, Josh Vietze",Zachary Levi,United States,"August 1, 2016",2016,86,"A visionary carmaker introduces his fuel-efficient, high-performance hypercar to a market filled with big-name competitors like Ferrari and Porsche.",Documentaries
+s563,Movie,Apollo 18,Gonzalo López-Gallego,"Warren Christie, Lloyd Owen, Ryan Robbins, Michael Kopsa, Andrew Airlie",United States,"March 9, 2019",2011,87,"This sci-fi thriller suggests that Apollo 17, despite official statements to the contrary, wasn't NASA's last manned mission to the moon.",Horror Movies
+s564,Movie,Apostle,Gareth Evans,"Dan Stevens, Lucy Boynton, Michael Sheen, Mark Lewis Jones, Bill Milner, Kristine Froseth, Paul Higgins, Richard Elfyn, Elen Rhys, Ross O'Hennessy",United Kingdom,"October 12, 2018",2018,130,"In 1905, a drifter on a dangerous mission to rescue his kidnapped sister tangles with a sinister religious cult on an isolated island.",Horror Movies
+s565,Movie,April and the Extraordinary World,"Christian Desmares, Franck Ekinci","Angela Galuppo, Paul Giamatti, Susan Sarandon, Tony Hale, J.K. Simmons, Tony Robinow, Mark Camacho, Tod Fennell, Carlos Alazraqui, Kari Wahlgren",France,"October 1, 2017",2015,107,"After the world's top scientists disappear, orphaned April secretly forges ahead with a family experiment and gets tangled up in a vast conspiracy.",Action
+s567,Movie,Arès,Jean-Patrick Benes,"Ola Rapace, Micha Lescot, Thierry Hancisse, Hélène Fillières, Ruth Vega Fernandez, Louis-Do de Lencquesaing, Eva Lallier, Emilie Gavois-Kahn",France,"May 23, 2017",2016,80,A futuristic France tries to keep its people from despair and rebellion over crippling poverty by engaging them with a violent TV competition show.,Action
+s568,Movie,"Aram, Aram",Christopher Chambers,"John Roohinian, Levon Sharafyan, Sevak Hakoyan, David Villada, Mike Ghader, Razmik Mansuryan, Lorita Meg, Amy Sanders, Alla Tumanian",United States,"February 15, 2017",2015,79,"Newly orphaned Aram leaves Beirut to live with his grandfather in Los Angeles, and overwhelmed by culture shock, he falls prey to an Armenian gang.",Dramas
+s569,Movie,Arango y Sanint: Ríase el show,"Raúl Campos, Jan Suter","Julián Arango, Antonio Sanint",Colombia,"January 17, 2018",2018,62,"Colombian stand-up comedians Antonio Sanint and Julián Arango impersonate an Argentine visitor and a cabbie, and a pair of dirty old men at the opera.",Stand-Up
+s572,Movie,Arctic Dogs,Aaron Woodley,"Jeremy Renner, Heidi Klum, James Franco, John Cleese, Omar Sy, Michael Madsen, Laurie Holden, Anjelica Huston, Alec Baldwin, Donny Falsetti",India,"May 4, 2020",2019,93,"When he stumbles upon evil Otto Von Walrus's scheme to melt the Arctic, ambitious delivery fox Swifty assembles a ragtag crew to protect the planet.",Children
+s573,Movie,Arctic Heart,Marie Madinier,"Charlotte Le Bon, Guillaume Canet, Anne Le Ny, Patrick d'Assumçao, Damien Chapelle, Xavier Beauvois, Vincent Launay-Franceschini",France,"April 14, 2017",2016,81,"Madly in love with a brilliant scientist studying an immunizing protein produced by penguins, a timid med student offers her body to his research.",Dramas
+s574,Movie,Are We Done Yet?,Khaled El Halafawy,"Ahmed Eid, Ayten Amer, Ahmed Fouad Selim, Mohsen Mansour",Egypt,"August 1, 2019",2018,87,"When authorities arrest his young son, a taxi driver must convince the courts and rabid media that he's not the criminal they seek.",Comedies
+s578,Movie,Ari Eldjárn: Pardon My Icelandic,August Jakobsson,Ari Eldjárn,Iceland,"December 2, 2020",2020,54,"In this English-language special, Icelandic comedian Ari Eldjárn pokes fun at Nordic rivalries, Hollywood's take on Thor, the whims of toddlers and more.",Stand-Up
+s579,TV Show,Ari Shaffir: Double Negative,Eric Abrams,Ari Shaffir,United States,"July 18, 2017",2017,1,"Wry yet thoughtful, comedian Ari Shaffir brings his edgy humor to two fast-paced stand-up specials about children and adulthood.",Stand-Up
+s580,Movie,"Ariana grande: excuse me, i love you",Paul Dugdale,Ariana Grande,United States,"December 21, 2020",2020,98,Ariana Grande takes the stage in London for her Sweetener World Tour and shares a behind-the-scenes look at her life in rehearsal and on the road.,Documentaries
+s581,Movie,Arisan 2,Nia Dinata,"Surya Saputra, Cut Mini Theo, Tora Sudiro",Indonesia,"September 15, 2018",2011,113,"A group of friends reunites for a vacation amid nature, where they laugh about their shared history and bond over difficult truths.",Comedies
+s582,Movie,Arjun: The Warrior Prince,Arnab Chaudhuri,"Yudhveer Bakoliya, Ashok Banthia, Ravi Khanwilkar, Vijay Kashyap, Ila Arun, Sachin Khedekar, Rajeshwari Sachdev, Hemanth Mahaur",India,"November 1, 2018",2011,91,This animated retelling of the classic Indian tale of Prince Arjun – part of the Sanskrit epic Mahabharata – begins during the prince's youth.,Action
+s583,Movie,ARQ,Tony Elliott,"Robbie Amell, Rachael Taylor, Shaun Benson, Gray Powell, Jacob Neayem, Adam Butcher, Tantoo Cardinal",Canada,"September 16, 2016",2016,89,"Trapped in a lab and stuck in a time loop, a disoriented couple fends off masked raiders while harboring a new energy source that could save humanity.",International Movies
+s585,TV Show,Arrow,James Bamford,"Stephen Amell, Katie Cassidy, David Ramsey, Willa Holland, Paul Blackthorne, Emily Bett Rickards, John Barrowman, Colton Haynes, Susanna Thompson, Anna Hopkins, Juliana Harkavy, Adrian Holmes, Kathleen Gati, Echo Kellum, Rick Gonzalez, Dominic Bogart, Manu Bennett",United States,"February 5, 2020",2019,8,"Based on DC Comics' Green Arrow, an affluent playboy becomes a vengeful superhero, saving the city from villains armed with just a bow and arrows.",Crime TV
+s586,Movie,Arsenio Hall: Smart & Classy,Brian Volk-Weiss,Arsenio Hall,United States,"October 29, 2019",2019,63,"In his first stand-up special, Arsenio Hall discusses getting older, the changing times and culture, social issues and even bothersome baby toes.",Stand-Up
+s588,Movie,Arthur,Jason Winer,"Russell Brand, Helen Mirren, Greta Gerwig, Jennifer Garner, Geraldine James, Luis Guzmán, Nick Nolte, Christina Jacquelyn Calph, Murphy Guyer, José Ramón Rosario",United States,"April 1, 2019",2011,110,Russell Brand stars in this remake as a philanderer who must decide whether to give up an inheritance of millions for the sake of romance.,Comedies
+s589,Movie,Arthur Christmas,Sarah Smith,"James McAvoy, Hugh Laurie, Bill Nighy, Jim Broadbent, Imelda Staunton, Ashley Jensen, Ramona Marquez, Marc Wootton, Laura Linney, Eva Longoria, Michael Palin, Joan Cusack, Deborah Findlay, Rich Fulcher, Sarah Smith, Clint Dyer, Kerry Shale, Stewart Lee, Bronagh Gallagher, Kevin Cecil, Alistair McGowan, David Menkin, Kris Pearn, Ian Ashpitel, Rich Hall, Seeta Indrani, Jane Horrocks, Peter Baynham, Emma Kennedy, Dominic West, Jerry Lambert, Julia Davis, Robbie Coltrane, Iain McKee, Sanjeev Bhaskar, Andy Serkis, Tamsin Greig, Rhys Darby, Seamus Malone, Cody Cameron, David Schneider, Kevin Eldon, Danny John-Jules, Brian Cummings",United Kingdom,"January 1, 2020",2011,98,"At Santa Claus's super-secret toy-making facility, Mr. Claus entrusts his son, Arthur, to carry out an ultra-important Christmas mission.",Children
+s590,Movie,Article 15,Anubhav Sinha,"Ayushmann Khurrana, Nassar, Manoj Pahwa, Kumud Mishra, Isha Talwar, Sayani Gupta, Mohammed Zeeshan Ayyub, Subhrajyoti Barat, Sushil Pandey, Aakash Dabhade",India,"September 6, 2019",2019,125,The grim realities of caste discrimination come to light as an entitled but upright city cop ventures into India’s heartland to investigate a murder.,Dramas
+s591,Movie,Aruna & Her Palate,Edwin,"Dian Sastrowardoyo, Oka Antara, Hannah Al Rashid, Nicholas Saputra, Deddy Mahendra Desta, Ayu Azhari",Indonesia,"January 1, 2020",2018,106,"An epidemiologist turns her nationwide bird flu investigation into a chance to sample local delicacies en route, with three friends along for the ride.",Dramas
+s592,Movie,"As Above, So Below",John Erick Dowdle,"Perdita Weeks, Ben Feldman, Edwin Hodge, François Civil, Marion Lambert, Ali Marhyar, Cosme Castro, Hamid Djavadan, Théo Cholbi, Emy Lévy",United States,"September 16, 2018",2014,93,A beautiful tomb raider and her crew hunt for treasure in the catacombs of Paris and find themselves in a hellish underworld.,Horror Movies
+s593,Movie,As Good as It Gets,James L. Brooks,"Jack Nicholson, Helen Hunt, Greg Kinnear, Cuba Gooding Jr., Skeet Ulrich, Shirley Knight, Yeardley Smith, Lupe Ontiveros",United States,"January 1, 2020",1997,139,"The structured world of a sour, obsessive-compulsive author crumbles when he's drawn into the lives of a stressed-out single mom and his gay neighbor.",Comedies
+s594,Movie,Ascharyachakit!,Samit Kakkad,"Priyanka Bose, Vaibhav Raj Gupta, Santosh Juvekar, Anangsha Biswas, Ankit Raaj, Kashmira Irani, Kailash Waghmare, Vipin Sharma",India,"December 19, 2018",2018,90,"Entangling the lives of a movie star, a chauffeur, a prostitute and a pimp, this bold drama reveals ugly truths beneath Mumbai’s glitzy veneer.",Dramas
+s595,Movie,Asees,Rana Ranbir,"Rana Ranbir, Neha Pawar, Kuljinder Sidhu, Rupinder Roopi, Sardar Sohi, Pardeep Sran, Seema Kaushal, Rajvir Boparai",India,"November 1, 2018",2018,123,"When a dispute breaks out between five siblings over their mother’s property, one devoted son will go to any lengths to protect her land.",Dramas
+s600,Movie,Asoka,Santosh Sivan,"Shah Rukh Khan, Kareena Kapoor, Danny Denzongpa, Rahul Dev, Hrishitaa Bhatt, Gerson Da Cunha, Subhashini Ali, Umesh Mehra, Sooraj Balaji",India,"March 15, 2017",2001,168,This elaborate Bollywood epic dramatizes one man's transformation from a vengeful and cunning warrior into a legendary leader and teacher of Buddhism.,Action
+s601,Movie,Asperger's Are Us,Alex Lehmann,"Noah Britton, Ethan Finlan, Jack Hanke, New Michael Ingemi",United States,"December 11, 2016",2016,83,A comedy troupe of four friends on the autism spectrum prepares for a final show before its members go their separate ways.,Documentaries
+s602,Movie,Asphalt Burning,Hallvard Bræin,"Anders Baasmo, Kathrine Thorborg Johansen, Ida Husøy, Otto Jespersen, Sven Nordin, Trond Halbo, Alexandra Maria Lara, Wenche Myhre, Kostja Ullmann, Björn Kjellman",Norway,"January 2, 2021",2020,101,"When the brakes slam on his wedding, Roy accepts a challenge from a new foe to race for his runaway bride at the iconic Nürburgring track in Germany.",Action
+s603,Movie,Assimilate,John Murlowski,"Joel Courtney, Calum Worthy, Andi Matichak, Katherine McNamara, Cam Gigandet, Mason McNulty, Terry Dale Parks, Vito Viscuso, Jennifer Pierce Mathus, Kevin Remington",United States,"October 25, 2019",2019,94,A group of friends making a web series about their hometown realize it isn’t as boring as they thought when their neighbors start behaving strangely.,Horror Movies
+s605,Movie,Asu Mare 2,Ricardo Maldonado,"Carlos Alcántara, Emilia Drago, Christian Meier, Andrés Salas, Anahí de Cárdenas, Rodrigo Sánchez Patiño, Denisse Dibós, Javier Delgiudice, Ana Cecilia Natteri",Peru,"December 1, 2016",2015,100,To win the heart of his true love – a high-society girl – a hapless commoner plots to change his identity and avoid his embarrassing friends.,Comedies
+s606,Movie,Asura Guru,A. Raajdheep,"Vikram Prabhu, Subbaraju, Mahima Nambiar, Yogi Babu, Jagan",India,"June 13, 2020",2020,117,"For a tech-savvy thief, elaborate robberies and evading the police are second nature until a private detective is hired to investigate his latest heist.",Dramas
+s607,Movie,Asura: The City of Madness,Sung-soo Kim,"Jung-min Hwang, Do-won Kwak, Man-sik Jung, Woo-sung Jung",South Korea,"February 15, 2018",2016,133,"Caught between a corrupt mayor and a prosecutor intent on exposing political depravity, a police detective must decide whose side he's on.",Action
+s608,Movie,At All Costs,Mike Nicoll,"Parker Jackson Cartwright, Gabe York",United States,"December 14, 2016",2016,81,This revealing documentary explores how the high-stakes world of Amateur Athletic Union basketball has professionalized youth sports in America.,Documentaries
+s609,Movie,At First Light,Jason Stone,"Stefanie Scott, Theodore Pellerin, Percy Hynes White, Kate Burton, Saïd Taghmaoui, Kristin Booth, James Wotherspoon",Canada,"December 27, 2018",2018,91,"After mysterious lights imbue her with extraordinary powers, a teenager goes on the run from authorities with the friend who harbors a crush on her.",Dramas
+s613,Movie,Atlantics,Mati Diop,"Mama Sane, Amadou Mbow, Ibrahima Traore, Nicole Sougou, Amina Kane, Mariama Gassama, Coumba Dieng, Ibrahima Mbaye, Diankou Sembene",France,"November 29, 2019",2019,106,"Arranged to marry a rich man, young Ada is crushed when her true love goes missing at sea during a migration attempt – until a miracle reunites them.",Dramas
+s614,Movie,Atlas Shrugged: Part II,John Putch,"Samantha Mathis, Jason Beghe, Esai Morales, Patrick Fabian, Kim Rhodes, Richard T. Jones, D.B. Sweeney, Paul McCrane, John Rubinstein, Robert Picardo",United States,"December 19, 2020",2012,112,"With the world's economy in dire straits, corporate protagonist Dagny Taggart searches for a solution amid the rubble of a long-abandoned factory.",Dramas
+s615,Movie,ATM,Mez Tharatorn,"Chantavit Dhanasevi, Preechaya Pongthananikorn, Chaleumpol Tikumpornteerawong, Thawat Pornrattanaprasert, Sananthachat Thanapatpisal, Pongkool Suebsung, Puttachat Pongsuchat, Gornpop Janjaroen, Yanee Tramoth, Pongsatorn Jongwilak",United States,"September 5, 2018",2012,122,"When a broken ATM dishes out a fortune, a couple who works at the bank vies to see who can recover the most cash – and the loser must find a new job.",Comedies
+s618,Movie,Attacking the Devil: Harold Evans and the Last Nazi War Crime,"David Morris, Jacqui Morris",Harold Evans,United Kingdom,"May 15, 2016",2014,102,Intrepid newspaper editor Harold Evans wages an ongoing battle to expose the truth about a dangerous drug and obtain compensation for its victims.,Documentaries
+s619,Movie,Attitude Test,"Fabrizio Copano, Augusto Matte","Belén Soto, Denise Rosenthal, Constanza Piccoli, Fabiola Alarcón, Lucas Balmaceda, Agustín Silva, Camilo Carmona, Ingrid Cruz, Elvis Fuentes, Samuel Landea",Chile,"August 19, 2018",2016,88,"Four high school seniors steal an important college entrance exam and go on vacation to ""study,"" but accidentally lose the exam while partying.",Comedies
+s623,Movie,Aurora,Cristi Puiu,"Cristi Puiu, Clara Voda, Catrinel Dumitrescu, Luminita Gheorghiu, Valentin Popescu, Gheorghe Ifrim, Ileana Puiu, Valeria Seciu, Gelu Colceag",Romania,"March 4, 2020",2010,186,"42-year-old Viorel, a distraught engineer, takes drastic measures to end his emotional suffering after enduring a devastating divorce.",Dramas
+s624,Movie,Auschwitz: Blueprints of Genocide,Mike Rossiter,Roy Marsden,United Kingdom,"January 19, 2019",1994,49,Newly released KGB files expose evidence proving how architects and engineers conspired with the Nazis to build a camp designed for genocide.,Documentaries
+s626,Movie,Austin Powers in Goldmember,Jay Roach,"Mike Myers, Beyoncé Knowles-Carter, Seth Green, Michael York, Robert Wagner, Mindy Sterling, Verne Troyer, Michael Caine, Fred Savage",United States,"December 1, 2019",2002,94,"The world's most shagadelic spy continues his fight against the diabolical Dr. Evil, who's teamed with a new foe: 1970s villain Goldmember.",Action
+s627,Movie,Austin Powers: International Man of Mystery,Jay Roach,"Mike Myers, Elizabeth Hurley, Michael York, Mimi Rogers, Robert Wagner, Seth Green, Fabiana Udenio, Mindy Sterling, Paul Dillon, Charles Napier, Will Ferrell",United States,"December 1, 2019",1997,90,"A swingin' fashion photographer by day and a groovy British secret agent by night, superspy Austin Powers must foil the sinister schemes of Dr. Evil.",Comedies
+s628,Movie,Austin Powers: The Spy Who Shagged Me,Jay Roach,"Mike Myers, Heather Graham, Michael York, Robert Wagner, Rob Lowe, Seth Green, Mindy Sterling, Verne Troyer, Elizabeth Hurley, Will Ferrell",United States,"December 1, 2019",1999,95,"When diabolical genius Dr. Evil travels back in time to steal superspy Austin Powers's ""mojo,"" Austin must return to the swingin' '60s himself.",Action
+s629,Movie,Autohead,Rohit Mittal,"Deepak Sampat, Ronjini Chakroborty, Vikrant Singh, Jhanvi Dwivedi, Ajay Mishra, Rohit Mittal, Sunny Banerjee, Ravidev Singh",India,"January 1, 2017",2016,97,A production crew that thinks it's making a documentary about a humble Mumbai rickshaw driver unmasks a horrifying truth about their film's subject.,Dramas
+s630,Movie,Automata,Gabe Ibáñez,"Antonio Banderas, Dylan McDermott, Melanie Griffith, Birgitte Hjort Sørensen, Robert Forster, Christa Campbell, Tim McInnerny, Andy Nyman, David Ryall",Bulgaria,"September 8, 2017",2014,110,"In a dystopian future, an insurance adjuster for a tech company investigates a robot killed for violating protocol and discovers a global conspiracy.",International Movies
+s632,Movie,Ava,Tate Taylor,"Jessica Chastain, Colin Farrell, John Malkovich, Common, Geena Davis, Jess Weixler, Diana Silvers, Joan Chen, Ioan Gruffudd",United States,"December 7, 2020",2020,97,An elite assassin wrestling with doubts about her work scrambles to protect herself — and her estranged family — after a hit goes dangerously wrong.,Action
+s634,Movie,Ave Maryam,Ertanto Robby Soediskam,"Maudy Koesnaedi, Chicco Jerikho, Tutie Kirana, Olga Lydia, Joko Anwar, Nathania Angela Widjaja, Sendy Febrina, Suhartini, Atie Krisnawati, Ratnawati Sutandar, Ninik Winarni Utomo",Indonesia,"September 3, 2020",2018,73,A devoted nun who cares for her elder sisters must choose between upholding her vows or pursuing her forbidden feelings for a fascinating pastor.,Dramas
+s635,Movie,Avengement,Jesse V. Johnson,"Scott Adkins, Craig Fairbrass, Thomas Turgoose, Nick Moran, Kierston Wareing, Mark Strange, Leo Gregory, Luke LaFontaine, Beau Fowler, Dan Styles",United Kingdom,"September 17, 2019",2019,88,"Betrayed by his loan shark brother, a hardened convict escapes from prison while on furlough to exact revenge against the people who made him a killer.",Action
+s636,Movie,Avengers: Infinity War,"Anthony Russo, Joe Russo","Robert Downey Jr., Josh Brolin, Mark Ruffalo, Tom Hiddleston, Chris Evans, Chris Hemsworth, Jeremy Renner, Chris Pratt, Elizabeth Olsen, Sebastian Stan, Benedict Cumberbatch, Paul Bettany, Cobie Smulders, Benedict Wong, Zoe Saldana, Karen Gillan, Vin Diesel, Dave Bautista, Bradley Cooper, Pom Klementieff, Scarlett Johansson, Benicio Del Toro, Anthony Mackie, Chadwick Boseman, Danai Gurira, Paul Rudd, Don Cheadle, Tom Holland",United States,"December 25, 2018",2018,150,Superheroes amass to stop intergalactic sociopath Thanos from acquiring a full set of Infinity Stones and wiping out half of all life in the universe.,Action
+s637,Movie,Avicii: True Stories,Levan Tsikurishvili,Avicii,Sweden,"December 28, 2018",2017,97,"Follow the meteoric rise of Tim Bergling, aka Avicii, from Swedish teenager to the creative force behind ""Wake Me Up,"" ""You Make Me"" and other hits.",Documentaries
+s638,Movie,Await Further Instructions,Johnny Kevorkian,"Sam Gittins, Grant Masters, Neerja Naik, Abigail Cruttenden, Kris Saddler, Holly Weston, David Bradley",United Kingdom,"February 2, 2019",2018,91,"A family’s tense reunion turns terrifying when they get trapped in their home by an unknown force, and sinister commands begin appearing on their TV.",Horror Movies
+s639,Movie,Awake,"Aleksandr Chernyaev, Fedor Lyass","Jonathan Rhys Meyers, Francesca Eastwood, Malik Yoba, William Forsythe, James Austin Kerr, Jeremy Parr",United States,"November 24, 2019",2019,92,"After an accident leaves him with no recollection of who he is, a man becomes a prime suspect in the search for a serial killer targeting young women.",Thrillers
+s643,Movie,Awe,Prasanth Varma,"Kajal Aggarwal, Nithya Menon, Regina Cassandra, Eesha Rebba, Murli Sharma, Srinivas Avasarala, Priyadarshi Pullikonda",India,"February 15, 2019",2018,111,"Disparate characters, including an aspiring time traveler, a phony chef, a drug-addicted waitress and several others, share a surprising connection.",Dramas
+s644,Movie,Axone,Nicholas Kharkongor,"Sayani Gupta, Lin Laishram, Tenzing Dalha, Dolly Ahluwalia, Vinay Pathak, Lanuakam Ao, Rohan Joshi, Adil Hussain, Asenla Jamir",India,"June 12, 2020",2020,101,"In Delhi, friends from Northeast India prepare a pungent delicacy for a wedding party, sparking conflict and comedy with their unaccustomed neighbors.",Comedies
+s645,Movie,Ayana,Gangadhar Salimath,"Deepak Subramanya, Apoorva Soma, Ramesh Bhat, Harsha H S, Karthik A, Goutham Shashidhar, Nagshree Karkone, Moksha Kushal, Vedashree Rao",India,"February 15, 2019",2017,112,"With his carefree bachelor days behind him, a young entrepreneur’s ambitions for adulthood come with some painful personal and professional decisions.",Dramas
+s647,Movie,Azali,Kwabena Gyansah,"Ama K. Abebrese, Asana Alhassan, Adjetey Anang, Akofa Edjeani Asiedu, Emmanuel Nii Adom Quaye, Peter Ritchie",Ghana,"February 7, 2020",2018,89,"Sent away to evade an arranged marriage, a 14-year-old begins a harrowing journey of sex work and poverty in the slums of Accra.",Dramas
+s648,Movie,Azhar,Anthony D'Souza,"Emraan Hashmi, Prachi Desai, Nargis Fakhri, Lara Dutta, Kunaal Roy Kapur, Gautam Gulati, Anikie Maguire, Kulbhushan Kharbanda, Rajesh Sharma, Shernaz Patel, Veerendra Saxena",India,"April 12, 2019",2016,129,"This biopic traces the tumultuous life and career of top cricket player Mohammad Azharuddin, who led India's national team in the 1990s.",Dramas
+s649,Movie,Aziz Ansari Live at Madison Square Garden,Aziz Ansari,Aziz Ansari,United States,"March 6, 2015",2015,58,"Stand-up comedian and TV star Aziz Ansari (""Parks and Recreation"") delivers his sharp-witted take on immigrants, relationships and the food industry.",Stand-Up
+s650,Movie,Aziz Ansari: Buried Alive,"Will Lovelace, Dylan Southern",Aziz Ansari,United States,"November 1, 2013",2013,80,"""Parks and Recreation"" star Aziz Ansari takes the stage to share his unfiltered views on adulthood, babies, marriage, love and more in the modern era.",Stand-Up
+s651,Movie,Aziz Ansari: RIGHT NOW,Spike Jonze,Aziz Ansari,United States,"July 9, 2019",2019,65,"In a comedy special directed by Spike Jonze, Aziz Ansari shares deep personal insights and hilarious takes on wokeness, family and the social climate.",Stand-Up
+s653,Movie,B.A. Pass,Ajay Bahl,"Shadab Kamal, Shilpa Shukla, Rajesh Sharma, Dibyendu Bhattacharya, Vijay Kaushik, Anula Navlekar, Happy Ranjit, Raveena Singh, Padam Mishra",India,"June 7, 2018",2013,99,"Orphaned and at loose ends, young Mukesh falls into the seductive orbit of married Sarika, who leads him ever deeper into a world of sex and betrayal.",Dramas
+s654,Movie,B.A. Pass 2,Shadab Khan,"Kritika Sachdeva, Sasho, Sanghmitra Hitaishi, Indraneil Sengupta, Saurabh Dubey, Shubhangi Latkar, Sukhbir Kaur Lamba, Arav Chowdharry",India,"June 1, 2018",2017,126,"A young woman eager to avoid an arranged marriage moves to Mumbai, where she learns hard truths about show business, life and love.",Dramas
+s655,Movie,Baadshaho,Milan Luthria,"Ajay Devgn, Emraan Hashmi, Vidyut Jamwal, Ileana D'Cruz, Esha Gupta, Sanjay Mishra, Sunny Leone, Sharad Kelkar, Priyanshu Chatterjee, Denzil Smith",India,"October 16, 2017",2017,135,"In 1975, during the government-declared Emergency, thief Bhawani and his crew plan a daring robbery to reclaim his royal lover's seized treasures.",Action
+s656,Movie,Baaghi,Sabir Khan,"Tiger Shroff, Shraddha Kapoor, Sudheer Babu, Paras Arora, Sunil Grover, Sourav Chakraborty, Shaurya Bhardawaj",India,"August 4, 2018",2016,127,A martial artist faces his biggest test when he has to travel to Bangkok to rescue the woman he loves from the clutches of his romantic rival.,Action
+s657,Movie,Baahubali 2: The Conclusion (Hindi Version),S.S. Rajamouli,"Prabhas, Rana Daggubati, Anushka Shetty, Tamannaah Bhatia, Sathyaraj, Ramya Krishnan, Nassar, Subbaraju",India,"August 7, 2017",2017,165,"To avenge his father's death, a young man leads an army into battle against a cruel tyrant in this Hindi conclusion to the historic saga.",Action
+s661,Movie,Baahubali: The Beginning (Hindi Version),S.S. Rajamouli,"Prabhas, Rana Daggubati, Anushka Shetty, Tamannaah Bhatia, Sathyaraj, Nassar, Ramya Krishnan, Sudeep",India,"August 7, 2017",2015,159,Villagers in the kingdom of Mahismati rescue a baby who is destined to embark on a heroic quest in this Hindi version of S.S. Rajamouli's epic.,Action
+s664,Movie,Baazaar,Gauravv K Chawla,"Saif Ali Khan, Chitrangada Singh, Radhika Apte, Rohan Vinod Mehra, Manish Chaudhary, Denzil Smith, Pawan Chopra, Deepak Gheewala, Utkarsh Mazumdar, Danish Hussain",India,"January 13, 2019",2018,136,"A wide-eyed graduate learns the ugly side of ambition when he joins in the dubious business practices of his idol, a ruthless Mumbai stock tycoon.",Dramas
+s665,Movie,Babam ve Oğlum,Çagan Irmak,"Çetin Tekindor, Fikret Kuşkan, Hümeyra, Ege Tanman, Şerif Sezer, Yetkin Dikinciler, Binnur Kaya, Mahmut Gökgöz, Nergis Çorakçi, Bilge Sen",Turkey,"April 30, 2018",2005,112,"Following Turkey's bloody coup of 1980, a widowed reporter returns to his Aegean hometown, bringing his son and a last wish for his estranged father.",Dramas
+s666,Movie,Babamın Ceketi,Müfit Can Saçıntı,"Müfit Can Saçıntı, Mert Turak, Ünal Yeter, Elif Nur Kerkük, Uğur Demirpehlivan, Ayşen Gruda, Erkan Can, Banu Manioğlu",Turkey,"April 17, 2020",2018,101,"Facing pressure to marry immediately, an unemployed man must find a way to pay for a wedding by any means necessary.",Comedies
+s667,Movie,Babel,Alejandro G. Iñárritu,"Brad Pitt, Cate Blanchett, Gael García Bernal, Koji Yakusho, Adriana Barraza, Rinko Kikuchi, Said Tarchani, Boubker Ait El Caid, Elle Fanning, Nathan Gamble, Mohamed Akhzam",France,"January 1, 2019",2006,143,"When an American couple vacationing in Morocco falls victim to a random act of violence, a series of events unfolds across four countries.",Dramas
+s671,Movie,Baby Dolls,Vijay Kumar Arora,"Nirmal Rishi, Sonam Bajwa, Sukhwinder Chahal, Tania, Gurnam Bhullar",India,"December 1, 2019",2019,127,"When two sisters travel from Canada to Punjab to visit their maternal family, they discover an opportunity to mend a broken bond with their grandmother.",Comedies
+s672,Movie,Baby Mamas,Stephanie Zwane,"Salamina Mosese, Kay Smith, Thembisa Mdoda, Dineo Ranaka, Sthembiso Khoza, Khaya Mthembu, Jonathan Boynton-Lee, Nicholas Nkuna, Donovan Pietersen, Pamela Nomvete",South Africa,"March 13, 2020",2018,98,"From surprise news to relationship blues, four coworkers in different stages of motherhood unite to support each other in their struggles with men.",Comedies
+s675,Movie,Back and Forth,José Eduardo Belmonte,"Ingrid Guimarães, Fábio Assunção, Alice Braga, Rosanne Mulholland, Caroline Abras, João Assunção",Brazil,"January 5, 2017",2016,95,"When their car breaks down en route to São Paulo, a father and son accept a ride from four beautiful telemarketers who are headed there on holiday.",Comedies
+s676,Movie,Back of the Net,Louise Alston,"Sofia Wylie, Tiarnie Coupland, Trae Robin, Gemma Chua-Tran, Ashleigh Ross, Yasmin Honeychurch, Raj Labade, Christopher Kirby, Melissa Bonne, Kate Box",Australia,"December 21, 2019",2019,86,An American science geek ready to spend a summer at sea accidentally ends up at an Australian soccer academy and is forced to kick it with the locals.,Children
+s680,Movie,Back to the 90s,Yanyong Kuruaungkoul,"Dan Aaron Ramnarong, Pimchanok Leuwisetpaiboon, Chanintorn Jitpreeda, Chonlakarn Puangnoy, Achita Pramoj Na Ayudhya, Vichuda Pindum, Kriengsak Hrientong, Likit Sittiphun",Thailand,"January 1, 2019",2015,111,"When a teenager is transported back to his parents’ high school days, he has the chance to alter the events that led to their unhappy marriage.",Comedies
+s682,Movie,Backcountry,Adam MacDonald,"Missy Peregrym, Jeff Roop, Eric Balfour, Nicholas Campbell",Canada,"March 30, 2017",2014,92,A weekend hike for urbanites Alex and Jenn takes a dangerous turn when they become lost deep in the remote territory of a menacing bear.,Horror Movies
+s683,Movie,Backdraft 2,Gonzalo López-Gallego,"Joe Anderson, William Baldwin, Donald Sutherland, Alisha Bailey, Alastair Mackenzie, Dominic Mafham, Jessamine-Bliss Bell, Martin Hutson, Aaron McCusker, Cyril Nri",United States,"May 14, 2019",2019,102,"In this sequel to the 1991 film, a determined fire investigator recruits an imprisoned arsonist to help untangle a web of fire, murder and corruption.",Action
+s684,Movie,Backfire,Dave Patten,"Black Deniro, Byron ""Squally"" Vinson, Dominic Costa, Nick Ferraro, Peter Ferriero, Jowharah Jones",United States,"April 5, 2019",2019,97,"When two would-be robbers accidentally kill a made man, they find themselves on the run from the South Philly Italian mob.",Dramas
+s685,Movie,Backtrack,Michael Petroni,"Adrien Brody, Sam Neill, Robin McLeavy, Bruce Spence, Jenni Baird, Chloe Bayliss, Anna Lise Phillips, George Shevtsov",Australia,"December 25, 2018",2015,90,"Haunted by visions of the dead, psychologist Peter returns home to confront a long-ago trauma. But will the trip exorcise or embolden the ghosts?",Dramas
+s688,Movie,Bad Boys,Michael Bay,"Will Smith, Martin Lawrence, Téa Leoni, Tchéky Karyo, Theresa Randle, Joe Pantoliano, Emmanuel Xuereb, Michael Imperioli, Nestor Serrano, Julio Oscar Mechoso",United States,"October 1, 2019",1995,119,"In this fast-paced actioner, two Miami narcotics cops are hot on the trail of a master crook who has snatched $100 million worth of heroin.",Action
+s689,Movie,Bad Boys II,Michael Bay,"Will Smith, Martin Lawrence, Jordi Mollà, Gabrielle Union, Peter Stormare, Theresa Randle, Joe Pantoliano, Michael Shannon, Jon Seda, Yul Vazquez",United States,"October 1, 2019",2003,147,"In this hyperkinetic sequel, a pair of Miami narcotics cops investigate a Cuban drug kingpin's connection to Florida's influx of Ecstasy.",Action
+s690,Movie,Bad Day for the Cut,Chris Baugh,"Nigel O'Neill, Susan Lynch, Józef Pawlowski, Stuart Graham, David Pearse, Brian Milligan, Anna Prochniak, Stella McCusker, Ian McElhinney, Lalor Roddy",United Kingdom,"January 18, 2018",2017,99,"A mild-mannered, middle-aged Irish farmer devoted to his mother embarks on a violent quest for revenge when she's murdered in a home invasion.",Independent Movies
+s692,Movie,Bad Genius,Nattawut Poonpiriya,"Chutimon Chuengcharoensukying, Chanon Santinatornkul, Teeradon Supapunpinyo, Eisaya Hosuwan, Thaneth Warakulnukroh, Sarinrat Thomas, Ego Mikitas, Pasin Kuansataporn, Sahajak Boonthanakit, Kanjana Vinaipanid",Thailand,"June 1, 2018",2017,130,A top student gets pulled into a cheating racket with increasingly higher risks and even higher rewards. But she may lose much more than she gains.,Dramas
+s693,Movie,Bad Grandpa .5,Jeff Tremaine,"Johnny Knoxville, Jackson Nicoll, Greg Harris, Georgina Cates, Kamber Hejlik, Jill Killington, Madison Davis, George Faughnan, Spike Jonze, Catherine Keener",United States,"January 1, 2021",2014,87,"The geriatric antics of Irving Zisman continue in this next installment of the Jackass franchise, which features unused footage from the first film.",Comedies
+s696,Movie,Bad Match,David Chirchirillo,"Jack Cutmore-Scott, Lili Simmons, Brandon Scott, Chase Williamson, Noureen DeWulf, Seth Morris, Christine Donlon, Trent Haaga, Kahyun Kim, Cynthia Rose Hall, Zedrick Restauro, Eric Podnar",Singapore,"March 11, 2018",2017,83,A player who uses the internet to facilitate his womanizing ways is tormented when he spurns a persistent woman who won't take no for an answer.,Thrillers
+s697,Movie,Bad Rap,Salima Koroma,"Jonathan Park, Awkwafina, David Lee, Richard Lee",United States,"August 21, 2017",2016,83,Four young Asian-American rappers strive to achieve success on their own terms in a musical genre that often treats them as outsiders.,Documentaries
+s698,Movie,Bad Seeds,Kheiron,"Kheiron, Catherine Deneuve, André Dussollier, Louison Blivet, Adil Dehbi, Hakou Benosmane, Youssouff Wague, Mahia Zrouki, Joseph Jovanovic",France,"December 21, 2018",2018,105,"Troubled by his past, a scam artist who runs a petty racket with his adoptive mom finds redemption while mentoring a group of difficult students.",Comedies
+s700,Movie,Badha,"Sumitra Bhave, Sunil Sukthankar","Amruta Subhash, Rajesh More, Devika Daftardar, Renuka Daftardar, Uttara Baokar, Jyoti Subhash, Milind Shinde, Sachin Mondkar",India,"January 1, 2018",2006,91,A young woman who is suspected of practicing black magic and witchcraft is demonized and forced to live apart from her family.,Dramas
+s701,Movie,Badla,Sujoy Ghosh,"Amitabh Bachchan, Taapsee Pannu, Amrita Singh, Tony Luke, Manav Kaul",India,"August 7, 2019",2019,117,"When a woman is accused of killing her lover, a renowned lawyer is hired – but the more they try to  untangle the truth, the more convoluted it becomes.",International Movies
+s702,Movie,Badland,Justin Lee,"Kevin Makely, Bruce Dern, Mira Sorvino, Trace Adkins, Wes Studi, Tony Todd, Jeff Fahey, James Russo, Amanda Wyss",United States,"March 26, 2020",2019,117,A detective with a license to kill roams the Old West to wrangle Confederate war criminals and meets a pioneer woman who throws his journey off track.,Dramas
+s709,Movie,Balto,Simon Wells,"Kevin Bacon, Bob Hoskins, Bridget Fonda, Jim Cummings, Phil Collins, Jack Angel, Danny Mann, Robbie Rist",United States,"April 1, 2018",1995,78,"Balto, who is half wolf and half dog, endures the taunts of disapproving humans as he guides a precious cargo of medicine through the Alaskan winter.",Children
+s710,Movie,Balto 2: Wolf Quest,Phil Weinstein,"Maurice LaMarche, Jodi Benson, Lacey Chabert, David Carradine, Mark Hamill, Charles Fleischer, Peter MacNicol, Rob Paulsen, Nicolette Little, Melanie Stone",United States,"April 1, 2018",2001,75,"Half-dog, half-wolf Balto (voiced by Maurice LaMarche) and his wife proudly put their pups up for adoption to humans, but when nobody takes daughter Aleu because she looks too much like a wolf, she runs away to search for her place in the world.",Children
+s711,Movie,Balto 3: Wings of Change,Phil Weinstein,"Maurice LaMarche, Sean Astin, Keith Carradine, Charles Fleischer, Jodi Benson, Bill Fagerbakke, Charity James, Kathy Najimy, David Paymer, Jean Smart",United States,"April 1, 2018",2004,78,"A pilot challenges Balto's son Kodi and his sled team to see who can deliver the mail faster, but the dogs race to the rescue when the plane vanishes.",Children
+s712,Movie,Balu Mahi,Haissam Hussain,"Osman Khalid Butt, Ainy Jaffri, Sadaf Kanwal, Khurram Patras, Ali Sheikh, Zeeshan Ali, Durdana Butt, Shafqat Cheema, Adeel Hashmi, Javed Sheikh",Pakistan,"March 1, 2018",2017,149,"Determined to stop his ex-girlfriend from marrying, a young man crashes the wrong wedding and meets a bride looking to run away.",International Movies
+s713,Movie,Bana Masal Anlatma,Burak Aksak,"Hande Doğandemir, Fatih Artman, Devrim Yakut, Cengiz Bozkurt, Erdal Tosun, Berat Yenilmez, Ercan Yazgan, Sadi Celil Cengiz, Cihan Ercan, Burcu Biricik, Tarık Ünlüoğlu, Gürkan Uygun, Gökçe Bahadır",Turkey,"March 10, 2017",2015,103,"Minibus driver Riza is a steady presence in his close-knit neighborhood, until he brings home a dreamy beauty and throws everything into chaos.",Comedies
+s714,Movie,Banana Island Ghost,BB Sasore,"Chigul, Patrick Diabuah, Adetomiwa Edun, Uche Jumbo, Saidi Balogun, Ali Nuhu, Bimbo Manuel, Akah Nnani, Damilola Adegbite, Dorcas Shola Fapson",Nigeria,"December 6, 2019",2017,108,"Searching for a soul mate, a ghost negotiates with God for three more days on Earth to find love, then meets a woman in need of help herself.",Comedies
+s715,Movie,Banana Split,Ben Kasulke,"Hannah Marks, Liana Liberato, Dylan Sprouse, Luke Spencer Roberts, Jessica Hecht, Addison Riecke, Meagan Kimberly Smith, Haley Ramm",United States,"July 26, 2020",2020,84,"Despite leaving for college, a heartsick teen tries to build a new friendship with a kindred spirit even though she's dating her ex-boyfriend.",Comedies
+s716,Movie,Band Aid,Zoe Lister-Jones,"Zoe Lister-Jones, Adam Pally, Fred Armisen, Susie Essman, Retta, Hannah Simone, Brooklyn Decker, Angelique Cabral, Colin Hanks, Ravi V. Patel, Jamie Chung, Erinn Hayes, Gillian Zinser, Jesse Williams",United States,"April 12, 2019",2017,94,"A young married couple tries to save their disintegrating relationship by turning their fights into songs, with the help of an oddball neighbor.",Comedies
+s717,Movie,Band of Robbers,"Aaron Nee, Adam Nee","Kyle Gallner, Adam Nee, Matthew Gray Gubler, Melissa Benoist, Hannibal Buress, Eric Christian Olsen, Stephen Lang, Daniel Edward Mora, Johnny Pemberton, Cooper Huckabee, Lee Garlington, Beth Grant, Creed Bratton",United States,"April 15, 2016",2015,95,"Recast as modern-day men, Tom Sawyer and Huck Finn draft their misfit cronies to help find the buried treasure the two have sought since boyhood.",Action
+s718,Movie,Bandie,Alo Sarkar,"Uttam Kumar, Sulakshana Pandit, Utpal Dutt, Bindu, Amjad Khan, Helen, Indrani Mukherjee, Padma Khanna, Iftekhar",India,"November 1, 2017",1978,141,"Heirless Maharaj Brajbhan leaves his throne to his cousin Vikram, but when Brajbhan's wife, Badi Rani, finally conceives, Vikram plots to destroy her.",Action
+s719,Movie,Bang Rajan 2,Tanit Jitnukul,"Puri Hiranyapluek, Paradorn Srichaphan, Chatchai Plengpanich",Thailand,"July 25, 2018",2010,122,A small but fierce group of resistance fighters engages in a brutal battle to protect their village from an army of Burmese invaders.,Action
+s720,Movie,Bangistan,Karan Anshuman,"Riteish Deshmukh, Pulkit Samrat, Kumud Mishra, Chandan Roy Sanyal, Arya Babbar, Shivkumar Subramaniam, Tom Alter, Jacqueline Fernandez",India,"December 15, 2019",2015,134,"Sent on the same deadly international mission by their rival religious factions, two men's madcap antics along the way take them hilariously off course.",Comedies
+s723,Movie,Bangkok Hell,Manop Janjarasskul,"Chalad Na Songkhla, Sahatchai 'Stop' Chumrum, Pornchai Hongrattanaporn, Kongsak Kaenmeepol, Samart Saengsa-Ngiam, Suthpong Kanithanon",Thailand,"September 14, 2018",2002,107,"When offered a deal to snitch on fellow prisoners, an inmate faces a tough dilemma: act in his own interest, or help those who may need him.",Dramas
+s728,Movie,Bangkok Traffic (Love) Story,Adisorn Tresirikasem,"Theeradej Wongpuapan, Sirin Horwang, Ungsumalynn Sirapatsakmetha, Panissara Phimpru, Taksaorn Paksukcharern, Charlie Trairat, Kazuki Yano",Thailand,"September 5, 2018",2009,126,"After an encounter with an engineer working the night shift for the city train, a 30-year-old woman struggles against all odds to pursue true love.",Comedies
+s729,Movie,Barça Dreams,Jordi Llompart,"Johan Cruyff, Andrés Iniesta, Gary Lineker, Xavi Hernández, Lionel Messi, Pau Gasol",Spain,"September 1, 2018",2015,122,Explore the history and philosophies behind one of the world's most beloved – and successful – soccer franchises: FC Barcelona.,Documentaries
+s730,Movie,Barah Aana,Raja Menon,"Naseeruddin Shah, Arjun Mathur, Vijay Raaz, Tannishtha Chatterjee, Violante Placido, Benjamin Gilani",India,"December 31, 2019",2009,95,"After futile attempts to better their lives with honest work, three broke friends opt for a more dubious means of making money: kidnapping for ransom.",Dramas
+s731,Movie,Barakah Meets Barakah,Mahmoud Sabbagh,"Hisham Fageeh, Fatima Al-Banawi, Sami Hifny, Khairia Nazmi, Abdulmajeed Al-Ruhaidi",Saudi Arabia,"October 12, 2017",2016,88,A laid-back civil servant and wealthy video blogger struggle to make it as a modern couple amid strict Saudi social conventions.,Comedies
+s734,Movie,Barbie & Her Sisters in a Pony Tale,Kyran Kelly,"Kelly Sheridan, Kazumi Evans, Claire Corlett, Ashlyn Drummond, Alex Kelly, Tabitha St. Germain, Shannon Chan-Kent",United States,"October 1, 2017",2013,74,"Barbie and her sisters set off on a Swiss adventure to the majestic Alps, where they're excited to spend the summer at a fun-filled riding academy!",Children
+s735,Movie,Barbie Dolphin Magic,Conrad Helten,"Erica Lindbeck, Shannon Chan-Kent, Kazumi Evans, Claire Corlett, Ciana Swales, Adrian Petriw, Maryke Hendrikse, Paul Dobson, Garry Chalk",United States,"September 18, 2017",2017,64,"While visiting Ken and exploring a coral reef, Barbie and her sisters make an amazing discovery and meet a mysterious new friend.",Children
+s738,Movie,Barbie in A Mermaid Tale,Adam Wood,"Kelly Sheridan, Kathleen Barr, Tabitha St. Germain, Peter Mel, Nakia Burrise, Maryke Hendrikse, Emma Pierson, Ciara Janson, Garry Chalk, Nicole Oliver",United States,"October 1, 2017",2010,74,"Surf champ Merliah discovers she's actually a mermaid in a girl's body. With the help of a dolphin, Merliah must rescue her mom, the Queen of Oceana.",Children
+s739,Movie,Barbie in Princess Power,Zeke Norton,"Kelly Sheridan, Britt Irvin, Michael Kopsa, Rebecca Husain, Kira Tozer",United States,"October 1, 2017",2015,74,"A princess with a predictable life finds herself transformed by a magical butterfly's kiss into Super Sparkle, a crime-fighting superhero.",Children
+s740,Movie,Barbie in Rock 'N Royals,Karen J. Lloyd,"Kelly Sheridan, Chiara Zanni, Bethany Brown, Devyn Dalton, Michael Dobson, Brynna Drummond, Rachel Harrison, Alessandro Juliani, Peter Kelamis, Omari Newton, Ingrid Nilson, Nicole Oliver, Shaun Smyth, Kira Tozer",United States,"October 1, 2017",2015,83,"When royal Princess Courtney trades places with famous rock star Erika, two worlds collide while both learn to appreciate new friends and experiences.",Children
+s742,Movie,Barbie Princess Adventure,Conrad Helten,"America Young, Erica Lindbeck, Ritesh Rajan, Dave Fennoy, Stephanie Sheh, Cristina Milizia, Desirae Whitfield, Emma Galvin, Angelo Restaino, Eamon Brennan, Ogie Banks",United States,"September 1, 2020",2020,72,"Through music and magic, Barbie learns what it's like to be a modern princess when she trades places with a royal lookalike.",Children
+s743,Movie,Barbie Star Light Adventure,"Andrew Tan, Michael Goguen","Erica Lindbeck, Robbie Daymond, Kimberly Woods, Sarah Anne Williams, Michael Chandler, Dwight Schultz, Ben Bledsoe, Jonathan Lipow, Lucien Dodge, Laura Post",United States,"October 1, 2017",2016,79,"A hoverboard-riding princess of the cosmos, Barbie must band together with a team of talented new friends to save the stars from winking out.",Children
+s744,Movie,Barbie: A Fairy Secret,William Lau,"Diana Kaarina, Adrian Petriw, Britt Irvin, Cassandra Morris, Kate Higgins, Silvio Pollio, Brittney Wilson, Alexandra Carter, Nicole Oliver, Barbara Tyson",United States,"October 1, 2017",2010,72,"When devilish fairies capture Ken and fly away with him, Barbie and Raquelle travel to the glittering fairy world of Gloss Angeles to save him.",Children
+s745,Movie,Barbie: Princess Charm School,Ezekiel Norton,"Diana Kaarina, Morwenna Banks, Nicole Oliver, Brittney Wilson, Ali Liebert, Shannon Chan-Kent, Madeleine Peters, Cathy Weseluck, Ellen Kennedy, Vincent Tong, Derek Waters, Brian Drummond, Tabitha St. Germain, Bethany Brown, Miranda Nolte, Kelly Metzger, Kazumi Evans, Anna Cummer",United States,"October 1, 2017",2011,80,"Blair Willows is excited when she gets to go to Princess Charm School, where she meets princesses Delancy and Hadley, and searches for a magic crown.",Children
+s746,Movie,Barbie: Spy Squad,Conrad Helten,"Erica Lindbeck, Stephanie Sheh, Jenny Pellicer, Alyssya Swales, Elizabeth Irving, Brian Dobson, Rebecca Husain, Cathy Weseluck",United States,"October 1, 2017",2016,75,"A high-tech spy agency transforms Barbie and her best friends into secret agents, using their gymnastics skills to bring down a cunning cat burglar.",Children
+s747,Movie,Barbie: The Princess & the Popstar,Ezekiel Norton,"Kelly Sheridan, Jennifer Waris, Ashleigh Ball, Tiffany Kathryn, Ellie King, Peter Kelamis, Jonathan Holmes, Allison Warnyca, Christopher Gaze, Lauren Lavoie",United States,"October 1, 2017",2012,75,"Barbie stars as a princess who would rather sing and dance than be a royal. When a famous pop star visits the kingdom, they decide to switch places.",Children
+s748,Movie,Barbie: Video Game Hero,"Conrad Helten, Ezekiel Norton, Michael Goguen","Erica Lindbeck, Sienna Bohn, Shannon Chan-Kent, Michael Dobson, Alyssya Swales, Rebekah Asselstine, Brad Swaile, Sam Vincent, Ingrid Nilson, Nesta Cooper",United States,"October 1, 2017",2017,72,"Pulled into her favorite video game, Barbie becomes a fun, roller-skating heroine who's battling a sinister emoji that's trying to take over.",Children
+s749,Movie,Barbra: The Music ... The Mem'ries ... The Magic!,"Barbra Streisand, Jim Gable",Barbra Streisand,United States,"November 22, 2017",2017,109,"Iconic songstress Barbra Streisand culminates her 13-city tour in Miami with dazzling ballads, Broadway standards and stories from behind the scenes.",Music
+s750,Movie,Barcelona: A Love Untold,Olivia M. Lamasan,"Kathryn Bernardo, Daniel Padilla, Joshua Garcia, Aiko Melendez, Joey Marquez, Ricky Davao, Maria Isabel Lopez, Ana Capri, Cris Villanueva",Philippines,"March 14, 2019",2016,132,"While pursuing a degree in Spain, an architecture student struggling with grief meets a fellow expatriate trying to flee a difficult family life.",Dramas
+s752,Movie,Bareilly Ki Barfi,Ashwiny Iyer Tiwari,"Ayushmann Khurrana, Kriti Sanon, Rajkummar Rao, Pankaj Tripathi, Seema Pahwa, Rohit Chaudhury, Swati Semwal",India,"August 21, 2018",2017,110,"When she falls in love with the author of a novel she adores, bohemian Bitti enlists the help of a local printer to find her new object of affection.",Comedies
+s753,Movie,Barely Lethal,Kyle Newman,"Hailee Steinfeld, Jessica Alba, Samuel L. Jackson, Sophie Turner, Dove Cameron, Toby Sebastian, Gabriel Basso, Thomas Mann, Rachael Harris, Dan Fogler, Steve-O, Rob Huebel, Finesse Mitchell, Jaime King",United States,"July 26, 2018",2015,99,A girl raised to be a government assassin just wants to be a normal teen – so she runs away and pretends to be a high school exchange student.,Action
+s754,Movie,Barfi!,Anurag Basu,"Ranbir Kapoor, Priyanka Chopra, Ileana D'Cruz, Saurabh Shukla, Ashish Vidyarthi, Rupa Ganguly, Bholaraj Sapkota, Jishu Sengupta, Haradhan Bannerjee",India,"November 1, 2018",2012,144,"Years after rejecting Barfii, a hearing and speech impaired young man, for a more ""appropriate"" suitor, Shruti finds herself falling for him.",Comedies
+s755,Movie,Barrio Universitario,Esteban Vidal,"Fabrizio Copano, Rodrigo Salinas, Pedro Ruminot, Sergio Freire, Juanita Ringeling, Alessandra Denegri, Luis Dubó, Felipe Avello",Chile,"August 19, 2018",2013,91,Four friends from a humble technical school compete against the elite students of a prestigious university in a robot-building contest.,Comedies
+s756,Movie,Barry,Vikram Gandhi,"Devon Terrell, Anya Taylor-Joy, Jason Mitchell, Ashley Judd, Jenna Elfman, Ellar Coltrane, Avi Nash, Linus Roache, John Benjamin Hickey",United States,"December 16, 2016",2016,105,"A young Barack Obama forges his identity while dealing with race, divergent cultures and ordinary life as a New York City college student.",Dramas
+s757,Movie,Barsaat,Rajkumar Santoshi,"Twinkle Khanna, Bobby Deol, Danny Denzongpa, Raj Babbar, Ashwin Kaushal, Mukesh Khanna, Harish Patel",India,"April 1, 2018",1995,166,"A naïve young man and a rich city girl fall in love. Her stepfather, however, doesn't approve of the match and will stop at nothing to split the pair.",Action
+s758,Movie,BASEketball,David Zucker,"Trey Parker, Matt Stone, Dian Bachar, Yasmine Bleeth, Jenny McCarthy, Ernest Borgnine, Robert Vaughn, Trevor Einhorn",United States,"November 1, 2018",1998,103,"When two slackers' made-up sport, BASEketball, becomes a national craze, they hope to cash in on the basketball/baseball hybrid's popularity.",Comedies
+s759,Movie,Basic Instinct,Paul Verhoeven,"Michael Douglas, Sharon Stone, George Dzundza, Jeanne Tripplehorn, Denis Arndt, Leilani Sarelle, Bruce A. Young, Chelcie Ross, Dorothy Malone, Wayne Knight, Daniel von Bargen, Stephen Tobolowsky",United States,"October 1, 2020",1992,128,A detective investigating a rock star's brutal murder becomes drawn to the prime suspect — a mysterious novelist whose recent book mirrors the crime.,Classic Movies
+s763,Movie,Bathinda Express,Deep Joshi,"Deep Joshi, Jasmine Kaur, Mohit Bhaskar, Vijay S. Kumar, Prince Kanwaljit Singh, Tarlochan Singh, Harsh Sethi",India,"October 1, 2018",2016,118,An ambitious young athlete endeavors to revive his floundering running career after falling prey to negative influences.,Dramas
+s764,Movie,Bathtubs Over Broadway,Dava Whisenant,Steve Young,United States,"May 9, 2019",2018,87,"A comedy writer for David Letterman unearths a hidden world of hilariously bizarre musicals, which turns into a toe-tapping obsession.",Documentaries
+s765,Movie,Batman: The Killing Joke,Sam Liu,"Kevin Conroy, Mark Hamill, Tara Strong, Ray Wise, John DiMaggio, Robin Atkin Downes, Brian George, JP Karliak, Andrew Kishino, Nolan North",United States,"October 15, 2020",2016,77,The Joker makes life hell for the Gordon family in a monstrous attempt to prove to Batman that one bad day can drive a good man to madness.,Action
+s766,Movie,Battle,Katarina Launing,"Lisa Teige, Fabian Svegaard Tapia, Vebjørn Enger, Charlott Madeleine Utzig, Stig R. Amdam, Karen-Lise Mynster",Norway,"December 1, 2018",2018,98,"After Amalie's dad goes bankrupt, the young dancer's affluent life collapses. But she finds a new beat to follow after meeting hip-hop dancer Mikael.",Dramas
+s768,Movie,Battle Drone,Mitch Gould,"Louis Mandylor, Daniel Southworth, Richard Alan Reid, Oleg Taktarov, Natassia Malthe, Jason Earles, Dominique Swain, Michael Paré",United States,"March 1, 2018",2018,94,"A team of mercenaries working with the CIA accepts an off-the-books mission in Chernobyl, where deadly human-controlled droids prepare an ambush.",Action
+s771,Movie,Bawarchi,Hrishikesh Mukherjee,"Rajesh Khanna, A.K. Hangal, Durga Khote, Jaya Bhaduri, Kali Bannerjee, Usha Kiran, Asrani, Paintal",India,"December 31, 2019",1972,125,A dysfunctional middle-class family is transformed by the attentions of their talented new chef – until he vanishes along with their valuable jewels.,Classic Movies
+s772,Movie,Baxu and the Giants,Florian Schott,"Camilla Jo-Ann Daries, Wafeeq Narimab, Anna Louw, Steven Afrikaner, Ashwyn Mberi, Robert Hara Gaeb",Namibia,"September 30, 2020",2019,29,A young girl grows increasingly concerned about the rhino poaching in her village when it begins to directly impact her impoverished family.,Dramas
+s773,Movie,Bayonet,Kyzza Terrazas,"Luis Gerardo Méndez, Brontis Jodorowsky, Joonas Saartamo, Laura Birn, Ilkka Koivula, Ville Virtanen, Raúl Villegas, Miriam Balderas, Ximena Guzmán",Mexico,"March 29, 2019",2019,102,"Alone in Finland, a retired Mexican boxer lives in desolation under the weight of an agonizing past, until he gets a shot at redemption in the ring.",Dramas
+s774,Movie,Bazaar,Sagar Sarhadi,"Farooq Shaikh, Smita Patil, Naseeruddin Shah, Bharat Kapoor, Supriya Pathak, Rita Rani Kaul, Malika",India,"December 31, 2019",1982,121,"A young man challenges traditional customs by standing up to the father of the woman he loves, who has promised her to a wealthy expatriate.",Dramas
+s775,Movie,Bbuddah Hoga Terra Baap,Puri Jagannadh,"Amitabh Bachchan, Hema Malini, Raveena Tandon, Sonu Sood, Sonal Chauhan, Charmy Kaur, Prakash Raj, Makrand Deshpande, Subbaraju, Shawar Ali, Rajeev Verma",India,"July 5, 2020",2011,116,"A cooly confident aging hit man returns from exile in Paris to his old city, Mumbai, to revisit his past and perform one last job.",Action
+s776,Movie,Be Here Now,Lilibet Foster,Andy Whitfield,United States,"February 28, 2017",2015,110,"Trace the brave journey of actor Andy Whitfield, who received a devastating cancer diagnosis while starring in the series ""Spartacus: Blood and Sand.""",Documentaries
+s777,Movie,Be Somebody,Joshua Caldwell,"Matthew Espinosa, Sarah Jeffery, Allison Paige, Tava Smiley, Caitlin Keats, LaMonica Garrett, Mahaley Patel, Mason McCulley, Liana Ramirez",United States,"November 20, 2019",2016,88,"To escape the stress of fame, teen pop star Jordan goes incognito in a small town, where he forms a special bond with high school art student Emily.",Comedies
+s782,Movie,Bean: The Ultimate Disaster Movie,Mel Smith,"Rowan Atkinson, Peter MacNicol, John Mills, Pamela Reed, Harris Yulin, Burt Reynolds, Larry Drake, Danny Goldring, Johnny Galecki, Chris Ellis, Andrew Lawrence, Peter Egan, Peter Capaldi, June Brown, Peter James, Sandra Oh",United Kingdom,"August 1, 2018",1997,89,"Disaster-prone Mr. Bean is sent to Los Angeles to guard a famous painting, but as he's unfit for any physical task, everything goes hilariously wrong.",Comedies
+s786,Movie,Beasts of No Nation,Cary Joji Fukunaga,"Idris Elba, Abraham Attah, Kurt Egyiawan, Jude Akuwudike, Emmanuel ""King Kong"" Nii Adom Quaye, Ama K. Abebrese, Kobina Amissah Sam, Francis Weddey, Richard Pepple",United States,"October 16, 2015",2015,137,"When civil war tears his family apart, a young West African boy is forced to join a unit of mercenary fighters and transform into a child soldier.",Dramas
+s788,Movie,Beat Bugs: All Together Now,Josh Wakely,"Ashleigh Ball, Lili Beaudoin, Charles Demers, Rebecca Husain, Erin Mathews",Australia,"November 21, 2017",2017,51,"After winning a local talent show, the Beat Bugs journey to compete on ""The Bug Factor,"" a televised singing contest held in faraway Rocket Ship Park.",Children
+s790,Movie,Beats,Chris Robinson,"Khalil Everage, Anthony Anderson, Uzo Aduba, Emayatzy Corinealdi, Paul Walter Hauser, Dave East, Seandrea Sledge, Ashley Jackson, Megan Sousa",United States,"June 19, 2019",2019,110,"On Chicago's South Side, hip-hop prodigy August Monroe navigates crippling anxiety and new creative frontiers with the help of an unlikely mentor.",Dramas
+s791,Movie,Beauties of the Night,María Jose Cuevas,"Olga Breeskin, Lyn May, Rossy Mendoza, Wanda Seux, Princesa Yamal",Mexico,"November 25, 2016",2016,92,"Back in the days of disco, Mexico had its own stars of the night. This documentary casts new light on former queens of the Mexican burlesque scene.",Documentaries
+s793,Movie,Beauty and the Bestie,Wenn V. Deramas,"Vice Ganda, Coco Martin, James Reid, Nadine Lustre, Karla Estrada, Ryan Bang, Badjie Mortiz, Alonzo Muhlach, Marco Masa, Lassy Marquez, MC Calaquian",Philippines,"February 27, 2019",2015,119,"Finding himself in a desperate situation, undercover agent Emman asks his former best friend, Erika, to join him on a dangerous mission.",Action
+s795,Movie,Beavis and Butt-head Do America,Mike Judge,"Mike Judge, Bruce Willis, Demi Moore, Cloris Leachman, Robert Stack, Jacqueline Barba, Pamela Blair, Eric Bogosian, Kristofor Brown, Tony Darling, David Letterman",United States,"November 20, 2019",1996,81,"After realizing that their boob tube is gone, Beavis and Butt-head set off on an expedition that takes them from Las Vegas to the nation's capital.",Comedies
+s796,Movie,Bebe's Kids,Bruce W. Smith,"Faizon Love, Vanessa Bell Calloway, Wayne Collins, Jonell Green, Marques Houston, Tone-Loc, Myra J., Nell Carter",United States,"November 20, 2019",1992,73,"When ladies' man Robin meets Jamika, he falls head over heels, but she greets him with four surprises: her son and her girlfriend Bebe's three kids.",Comedies
+s797,Movie,Because of Soccer,"Agasyah Karim, Khalid Kashogi","Herjunot Ali, Winky Wiryawan, Erly Ashy, Laura Basuki, Tarzan, Aida Nurmala, Otto Djauhari, Indra Herlambang",Indonesia,"December 8, 2018",2008,75,"After losing a World Cup bet, two hapless buddies must use their wits to pay off their debt to a big Jakarta bookie in this action-packed comedy.",Comedies
+s799,Movie,Because We're Heading Out,Khaled El Halafawy,"Hassan El Raddad, Emy Samir Ghanim, Bayyumi Fuad, Taher Abu Lela, Nesreen Ameen, Mourad Makram, Diaa El-Merghani, Juditta Salem-Wolff",Egypt,"April 18, 2019",2016,99,Trouble and high jinks ensue when a man and woman stumble on a bag full of money while out on the town.,Comedies
+s800,Movie,Becoming,Nadia Hallgren,Michelle Obama,United States,"May 6, 2020",2020,89,"Join former first lady Michelle Obama in an intimate documentary looking at her life, hopes and connection with others as she tours with ""Becoming.""",Documentaries
+s802,Movie,Becoming Jane,Julian Jarrold,"Anne Hathaway, James McAvoy, Julie Walters, James Cromwell, Maggie Smith, Laurence Fox, Ian Richardson",United Kingdom,"January 12, 2019",2007,121,A passionate romance with roguish barrister Tom Lefroy serves as the inspiration for the works of budding novelist Jane Austen.,Dramas
+s803,Movie,Bedtime Stories,Adam Shankman,"Adam Sandler, Keri Russell, Guy Pearce, Russell Brand, Richard Griffiths, Jonathan Pryce, Courteney Cox, Lucy Lawless, Teresa Palmer, Aisha Tyler, Laura Ann Kesling, Jackie Sandler, Lorna Scott, Dana Min Goodman, Andrew Collins, Jonathan Loughran, Jonathan Morgan Heit, Nick Swardson, Tim Herlihy, Billy Tyler, Johntae Lipscomb, Mikey Post, Sebastian Saraceno, Bill Romanowski, Sadie Sandler, Carmen Electra, Allen Covert, Kathryn Joosten, Annalise Basso, Blake Clark, Julia Lea Wolov, Sarah G. Buxton",United States,"March 5, 2019",2008,100,Skeeter's life is turned upside down when the fantastical stories he makes up to entertain his niece and nephew inexplicably turn into reality.,Children
+s804,Movie,Bee Movie,"Steve Hickner, Simon J. Smith","Jerry Seinfeld, Renée Zellweger, Matthew Broderick, Patrick Warburton, John Goodman, Chris Rock, Kathy Bates, Barry Levinson, Larry King, Ray Liotta",United States,"January 1, 2017",2007,92,"Barry, a worker bee stuck in a dead-end job making honey, sues humans when he learns they've been stealing bees' nectar all along.",Children
+s806,TV Show,Before 30,BB Sasore,"Damilola Adegbite, O.C. Ukeje, Beverly Naya, Meg Otanwa, Anee Icha, Patrick Diabuah, Tunbosun Aiyedehin, Patrick Doyle",Nigeria,"November 24, 2020",2015,1,"Four female friends in the fast-paced city of Lagos, Nigeria endure public and private pressures to walk down the aisle by the age of 30.",International TV
+s807,Movie,Before I Fall,Ry Russo-Young,"Zoey Deutch, Halston Sage, Erica Tremblay, Logan Miller, Cynthy Wu, Kian Lawley, Jennifer Beals, Medalion Rahimi, Diego Boneta, Elena Kampouris, Liv Hewson, G. Hannelius, Nicholas Lea, Claire Margaret Corlett, Roan Curtis",United States,"June 8, 2020",2017,98,"Forced to continually relive the day she dies in a car crash, a privileged high schooler must unravel the cosmic mystery of her suddenly looping life.",Dramas
+s808,Movie,Before I Wake,Mike Flanagan,"Kate Bosworth, Thomas Jane, Jacob Tremblay, Annabeth Gish, Dash Mihok, Jay Karnes, Lance E. Nichols",United States,"January 5, 2018",2016,97,"Still mourning the death of their son, Mark and Jessie welcome foster child Cody into their lives. Soon they discover he has a strange ability.",Horror Movies
+s809,Movie,Before the Flood,Fisher Stevens,Leonardo DiCaprio,United States,"February 1, 2018",2016,97,Leonardo DiCaprio crisscrosses the globe to investigate the consequences of man-made globe warming and the measures being taken to reverse it.,Documentaries
+s810,Movie,Before the Summer Crowds,Mohamed Khan,"Maged El Kedwany, Hana Shiha, Ahmed Dawood, Lana Mushtak, Hany El Metennawy",Egypt,"June 5, 2020",2016,86,"Ahead of summer break, a couple heads to a seaside resort where intimate interactions with other villagers make for anything but a peaceful holiday.",Dramas
+s813,Movie,Behind the Curtain: Todrick Hall,Katherine Fairfax Wright,Todrick Hall,United States,"April 5, 2018",2017,100,Follow singer and YouTube sensation Todrick Hall as he launches an original musical based on growing up gay in Texas and finding showbiz success.,Documentaries
+s817,Movie,Beiimaan Love,Rajeev Chaudhari,"Sunny Leone, Rajneesh Duggal, Rajeev Verma, Daniel Weber, Yuvraj Siddharth Singh, Ziesha Nancy",India,"November 1, 2017",2016,115,"After having her heart broken by a man who seduced her at a party, a young, ambitious woman concocts a scheme to get revenge.",Dramas
+s818,Movie,Being AP,Anthony Wonke,Tony McCoy,United Kingdom,"August 15, 2016",2015,99,"With retirement staring him in the face, an all-time-great jump jockey pursues his 20th consecutive title in his unrelenting quest for glory.",Documentaries
+s819,Movie,Being Elmo: A Puppeteer's Journey,Constance Marks,"Kevin Clash, Whoopi Goldberg",United States,"February 21, 2012",2011,76,"Whoopi Goldberg narrates Elmo creator Kevin Clash's remarkable journey from a working-class Baltimore neighborhood to Jim Henson's ""Sesame Street.""",Documentaries
+s821,Movie,Being Mrs Elliot,Omoni Oboli,"Omoni Oboli, Majid Michel, Ayo Makun, Uru Eke, Ime Bishop Umoh, Lepacious Bose, Seun Akindele, Sylvia Oluchy, Chika Chukwu",Nigeria,"December 20, 2019",2014,113,"When a scorned wife from the city shares a cab with a troubled villager, a fiery accident forces them to live out each other's lives.",Dramas
+s822,Movie,Being Napoleon,"Jesse Handsher, Olivier Roland","Mark Schneider, Frank Samson",United States,"August 1, 2018",2018,88,"On the 200th anniversary of the Battle of Waterloo, thousands of enthusiasts reenact the epic clash. But there can only be one Napoleon.",Documentaries
+s823,Movie,Beirut Oh Beirut,Maroun Baghdadi,"Ezzat El Alaily, Mireille Maalouf, Joseph Bou Nassar, Elie Adabachi, Philippe Akiki, Ahmed Al Zein",Lebanon,"October 19, 2020",1975,106,"In the aftermath of the 1967 Arab-Israeli War, four young Lebanese navigate their existence along rapidly transforming political lines.",Classic Movies
+s824,Movie,Belgica,"Felix Van Groeningen, Felix van Groeningen","Stef Aerts, Tom Vermeir, Charlotte Vandermeersch, Hélène Devos, Boris Van Severen, Sara De Bosschere, Dominique Van Malder, Sam Louwyck, Stefaan De Winter, Silvanus Saow",Belgium,"April 15, 2016",2016,127,"Two brothers become partners in a modest nightclub and turn it into the hottest spot in town, but their exhilarating run of success comes at a price.",Dramas
+s825,Movie,Belief: The Possession of Janet Moses,David Stubbs,"Kura Forrester, William Davis, Tina Cook, Hariata Moriarty",New Zealand,"October 15, 2017",2015,90,"This documentary tries to reconstruct, through a series of interviews, a family's misguided attempt to heal a woman's pain through exorcism.",Documentaries
+s827,Movie,Belmonte,Federico Veiroj,"Gonzalo Delgado, Olivia Molinaro Eijo, Jeannette Sauksteliskis, Tomás Wahrmann, María Noel Gutiérrez, Marcelo Fernández Borsari, Alejandro Castiglioni, Cecilia Caballero Jeske, Martín Reyes, Carolina Penadés",Uruguay,"June 7, 2019",2018,74,An artist muddles through a midlife crisis while trying to balance his dimming career with a yearning to be a better father.,Dramas
+s828,Movie,Below Her Mouth,April Mullen,"Erika Linder, Natalie Krill, Sebastian Pigott, Mayko Nguyen, Tommie-Amber Pirie, Melanie Leishman, Andrea Stefancikova, Daniela Barbosa",Canada,"August 1, 2017",2016,91,An engaged fashion editor begins a torrid affair with a female roofer that threatens to turn both of their lives upside down.,Dramas
+s831,Movie,Ben Platt Live from Radio City Music Hall,"Alex Timbers, Sam Wrench",Ben Platt,United States,"May 20, 2020",2020,85,"Backed by a full band and a ready wit, actor Ben Platt opens up a very personal songbook onstage —numbers from his debut LP, ""Sing to Me Instead.”",Music
+s832,Movie,Benchwarmers 2: Breaking Balls,Jon Rosenbaum,"Chris Klein, Jon Lovitz, Chelsey Reist, Lochlyn Munro, Liam Hughes, Jill Morrison, Zak Santiago, Garfield Wilson, Jonathan Silverman",United States,"December 31, 2019",2019,90,A rookie lawyer with an emasculating past in baseball can break into the legal world only if he manages a law firm's ragtag company softball team.,Comedies
+s834,Movie,Beneath the Leaves,Adam Marino,"Mira Sorvino, Kristoffer Polaha, Doug Jones, Paul Sorvino, Aaron Farb, Ser'Darius Blain, Christopher Backus, Christopher Masterson, Tommy Kijas, Kee Seymore, Marla Adams",United States,"June 8, 2019",2019,90,"An escaped psychopathic child killer faces off against one of his former victims, who has since become a hard-nosed detective.",Independent Movies
+s835,Movie,Benji,Brandon Camp,"Gabriel Bateman, Darby Camp, Kiele Sanchez, Jerod Haynes, Gralen Bryant Banks, Angus Sampson, Will Rothhaar, Jim Gleason, Brady Permenter",United Arab,"March 16, 2018",2018,87,A determined dog comes to the rescue and helps heal a broken family when a young boy and his sister stumble into some serious danger.,Children
+s836,Movie,Benji: Off the Leash,Joe Camp,"Nick Whitaker, Chris Kendrick, Randall Newsome, Duane Stephens, Lincoln Hoppe, Christy Summerhays, Scott Wilkinson",United States,"March 6, 2018",2004,100,"Benji is back in this charming story that's told from the pooch's point of view, tracking his early days as a pup to his current life in showbiz.",Children
+s837,Movie,Benji's Very Own Christmas Story,Joe Camp,"Ron Moody, Patsy Garrett, Cynthia Smith",United States,"October 3, 2018",1978,25,"While on a press tour, Benji goes behind the scenes of Santa's workshop. But Santa has a devastating secret, so it's up to Benji to save Christmas.",Children
+s838,Movie,Bennett's War,Alex Ranarivelo,"Michael Roark, Trace Adkins, Ali Afshar, Allison Paige, Tony Panterra, Brando Eaton, Hunter Clowdus, Michael King",United States,"May 2, 2020",2019,94,A medically discharged soldier attempts an improbable return to motorcycle racing to win enough prize money to save his father's farm.,Dramas
+s839,Movie,Berlin Calling,Hannes Stöhr,"Paul Kalkbrenner, Rita Lengyel, Corinna Harfouch, Araba Walton, Peter Schneider, Rolf Peter Kahl, Henriette Müller, Udo Kroschwald, Megan Gay, Max Mauff",Germany,"January 15, 2017",2008,105,"DJ Ickarus is at the top of his game, dazzling fans and touring the world – until he gets locked in the loony bin after taking a few too many drugs.",Dramas
+s840,Movie,Berlin Kaplani,Hakan Algül,"Ata Demirer, Necati Bilgiç, Tarık Ünlüoğlu, Özlem Türkad, Nihal Yalçın, Cemil Özbayer, Cengiz Bozkurt, Orhan Güner, Mert Aran",Turkey,"March 10, 2017",2012,99,"After a losing streak puts him in debt of 50,000 euros to his sponsors, an unlikely Turkish-German boxer in Berlin finds himself in need of a miracle.",Comedies
+s841,Movie,Berlin Syndrome,Cate Shortland,"Matthias Habich, Max Riemelt, Teresa Palmer, Lucie Aron, Emma Bading",Australia,"August 25, 2017",2017,116,What starts as a passionate one-night stand quickly turns sinister when Clare learns she's locked inside Andi's apartment with no way out.,International Movies
+s842,Movie,"Berlin, Berlin: Lolle on the Run",Franziska Meyer Price,"Felicitas Woll, Janina Uhse, Jan Sosniok, Matthias Klimsa, Sandra Borgmann, Kai Lentrodt, Armin Rohde, Gitta Schweighöfer, Kailas Mahadevan",Germany,"August 7, 2020",2020,82,"In this cinematic sequel to the hit TV series, Lolle has moved on from Sven and is about to marry her friend Hart – until Sven disrupts her plans.",Comedies
+s844,Movie,Berserk: The Golden Age Arc I - The Egg of the King,Toshiyuki Kubooka,"Hiroaki Iwanaga, Takahiro Sakurai, Toa Yukinari, Yuki Kaji, Minako Kotobuki, Takahiro Fujiwara, Yoshiro Matsumoto, Kazuki Yao, Aki Toyosaki, Rikiya Koyama, Kenta Miyake",Japan,"October 15, 2016",2012,77,"Loner Guts is recruited by Griffith and his band of mercenaries, but their ensuing success as a full-fledged army could lead to a horrible fate.",Action
+s845,Movie,Berserk: The Golden Age Arc II - The Battle for Doldrey,Toshiyuki Kubooka,"Hiroaki Iwanaga, Takahiro Sakurai, Toa Yukinari, Yuki Kaji, Minako Kotobuki, Takahiro Fujiwara, Yoshiro Matsumoto, Kazuki Yao, Aki Toyosaki, Rikiya Koyama, Kenta Miyake, Nobuyuki Katsube, Houchu Ohtsuka, Takayuki Sugo",Japan,"September 1, 2017",2012,92,"For three years, Guts believed his mission was to pursue Griffith's dream together with him. But in order to become Griffith's equal and truly be called his friend, Guts realizes he will have to leave the Band of the Hawk.",Action
+s846,Movie,Berserk: The Golden Age Arc III - The Advent,Toshiyuki Kubooka,"Hiroaki Iwanaga, Takahiro Sakurai, Toa Yukinari, Yuki Kaji, Yoshiro Matsumoto, Minako Kotobuki, Takahiro Fujiwara, Kazuki Yao, Yuichi Nakamura, Aki Toyosaki, Akio Otsuka",Japan,"September 1, 2017",2013,107,"A year after he left the Band of the Hawk, Guts rejoins them in an epic battle to vanquish the God Hand and save Griffith from a hellish fate.",Action
+s847,Movie,Bert Kreischer: Hey Big Boy,Jeff Tomsic,Bert Kreischer,United States,"March 17, 2020",2020,62,"Ever the stand-up party animal, comic Bert Kreischer riffs on parenting and family life, being a gun and pet owner, his dad discovering pot, and more.",Stand-Up
+s849,Movie,Bert Kreischer: The Machine,Ryan Polito,Bert Kreischer,United States,"February 22, 2019",2016,70,"From his run-in with a grizzly bear to partying with the Russian mafia, the shirtless comic returns with laugh-out-loud tales in this stand-up special.",Stand-Up
+s854,Movie,"Best Wishes, Warmest Regards: A Schitt's Creek Farewell",Amy Segal,"Daniel Levy, Eugene Levy, Catherine O'Hara, Annie Murphy, Chris Elliott, Emily Hampshire, Sarah Levy, Jennifer Robertson, Noah Reid, Dustin Milligan, Karen Robinson, Rizwan Manji",Canada,"October 3, 2020",2020,44,"From unseen footage to the last table read, this documentary takes an inside look at the final season of the acclaimed comedy series ""Schitt's Creek.""",Documentaries
+s855,Movie,Best Worst Thing That Ever Could Have Happened,Lonny Price,"Stephen Sondheim, Harold Prince, Jason Alexander, Mandy Patinkin, Lonny Price",United States,"March 18, 2017",2016,97,"The cast and crew of the 1981 Broadway musical ""Merrily We Roll Along"" recall joy and heartbreak during the production of a surefire hit that wasn't.",Documentaries
+s858,Movie,Bethany Hamilton: Unstoppable,Aaron Lieber,Bethany Hamilton,United States,"March 25, 2020",2019,100,This documentary follows the rising tide of Bethany Hamilton who lost her arm as a teen before making waves in pro surfing and her personal life.,Children
+s861,Movie,Betting on Zero,Ted Braun,William Ackman,United States,"June 1, 2017",2017,104,"This documentary dives into the complex world of Herbalife, the international nutritional products company accused of being a pyramid scheme.",Documentaries
+s862,Movie,Betty White: First Lady of Television,Steve Boettcher,"Betty White, Valerie Bertinelli, Georgia Engel, Tina Fey, Valerie Harper, Jennifer Love Hewitt, Carl Reiner, Ryan Reynolds, Alex Trebek",United States,"January 12, 2020",2018,56,This documentary on actress and television producer Betty White traces her decades-long career as a  woman breaking new ground in entertainment.,Documentaries
+s864,Movie,Between Maybes,Jason Paul Laxamana,"Gerald Anderson, Julia Barretto, Yayo Aguila, Christian Vazquez",Philippines,"December 3, 2020",2019,108,"A former actress takes a trip to Japan, where she meets a young man who provides an escape from reality and makes her consider a different way of life.",Dramas
+s865,Movie,Between Two Ferns: The Movie,Scott Aukerman,"Zach Galifianakis, Lauren Lapkus, Ryan Gaul, Jiavani Linayao, Will Ferrell",United States,"September 20, 2019",2019,83,"Armed with awkward questions and zero self-awareness, Zach Galifianakis hits the road to find famous interview subjects for his no-budget talk show.",Comedies
+s866,Movie,Between Worlds,Maria Pulera,"Nicolas Cage, Franka Potente, Penelope Mitchell, Garrett Clayton, Lydia Hearst, Hopper Penn",Spain,"April 6, 2019",2018,91,"Grieving for his dead wife and daughter, a trucker plunges into a romance with a mother who needs his help. The dead, however, are far from gone.",Thrillers
+s867,Movie,Bewafaa,Dharmesh Darshan,"Anil Kapoor, Akshay Kumar, Kareena Kapoor, Sushmita Sen, Shamita Shetty, Manoj Bajpayee, Kabir Bedi, Nafisa Ali, Supriya Pathak, Raj Premi, Supriya Karnik",India,"July 21, 2019",2005,149,"A young woman faces pressure to marry her brother-in-law, after her sister dies while giving birth. But she's secretly in love with someone else.",Dramas
+s868,Movie,Bewildered Bolbol,Khaled Marei,"Ahmed Helmy, Zeina, Shery Adel, Emy Samir Ghanim, Yousef Fawzy, Yasser El Tobgy, Wael Sami, Maryam Saleh",Egypt,"June 20, 2019",2010,112,A man suffering from amnesia can't seem to choose between the women playing tricks on him.,Comedies
+s874,Movie,Beynelmilel,"Muharrem Gülmez, Sırrı Süreyya Önder","Cezmi Baskın, Özgü Namal, Umut Kurt, Nazmi Kırık, Bahri Beyat, Meral Okay, Dilber Ay, Şahin Irmak, Oktay Kaynarca, Burak Tamdoğan",Turkey,"April 28, 2020",2006,102,"When a local musician and his band are forced to perform in honor of a right-wing coup, his daughter schemes to make their music subversive instead.",Comedies
+s875,Movie,Beyond All Boundaries,Sushrut Jain,Kunal Nayyar,United States,"April 1, 2017",2013,98,"As the 2011 Cricket World Cup begins, three Indians demonstrate their passion and the sacrifices they've made for the country's most popular sport.",Documentaries
+s876,Movie,Beyond Skyline,Liam O'Donnell,"Frank Grillo, Bojana Novakovic, Jonny Weston, Callan Mulvey, Antonio Fargas, Yayan Ruhian, Pamelyn Chee, Jacob Vargas, Iko Uwais",United States,"April 15, 2018",2017,107,"In the wake of an extraterrestrial invasion, a suspended L.A. cop teams up with survivors to stop the onslaught and rescue human captives.",Action
+s879,Movie,Beyond the Clouds,Majid Majidi,"Ishaan Khattar, Malavika Mohanan, Goutam Ghose, Sharada, Tannishtha Chatterjee, Shashank Shende, Hema Singh, Akash Gopal",India,"August 10, 2018",2018,120,A youthful drug dealer in Mumbai must change his ways when the sister who raised him is assaulted by her boss and imprisoned for defending herself.,Dramas
+s883,Movie,Bhagam Bhag,Priyadarshan,"Akshay Kumar, Govinda, Lara Dutta, Paresh Rawal, Rajpal Yadav, Jackie Shroff, Arbaaz Khan, Tanushree Dutta, Asrani, Shakti Kapoor",India,"December 31, 2019",2006,151,"A theater group lands in trouble when its new actress takes her own life, two of its members are framed for murder and no one is who they appear to be.",Comedies
+s884,Movie,Bhai: Vyakti Ki Valli - Poorvardha,Mahesh Manjrekar,"Sagar Deshmukh, Vijay Kenkre, Iravati Harshe, Shubhangi Damle, Sachin Khedekar, Sunil Barve, Ashwini Giri, Rajan Bhise",India,"September 10, 2020",2019,116,This first of a two-part biopic depicts the early years that lay the foundation for beloved Marathi writer and comedian P.L. Deshpande’s iconic career.,Dramas
+s885,Movie,Bhai: Vyakti Ki Valli - Uttarardh,Mahesh Manjrekar,"Sagar Deshmukh, Iravati Harshe, Vijay Kenkre, Shubhangi Damle, Ashwini Giri, Nina Kulkarni, Dalip Tahil, Girish Kulkarni",India,"September 10, 2020",2019,112,"The second installment of P.L. Deshpande’s biopic explores the Marathi humorist’s political journey, philanthropic endeavors and personal life.",Dramas
+s886,Movie,Bhaji In Problem,Smeep Kang,"Gippy Grewal, Gurpreet Guggi, Ragini Khanna, Om Puri, B.N. Sharma, Avtar Gill, Karamjit Anmol, Rana Jung Bahadur",India,"September 19, 2020",2013,117,Married to two women – each unaware of the other – a man finds his double life threatened when an old friend who knows his not-so-little secret arrives.,Comedies
+s887,Movie,Bhangra Paa Le,Sneha Taurani,"Sunny Kaushal, Rukshar Dhillon, Shriya Pilgaonkar, Parmeet Sethi, Samir Soni, Chaitanya Sharma, Sheeba Chaddha, Akarsh Khurana",India,"March 1, 2020",2019,130,"Determined to bring traditional bhangra to the world stage, a dancer preps for an international competition against a rival with dreams of her own.",Comedies
+s888,Movie,Bhasmasur,Nishil Sheth,"Imran Rasheed, Mittal Chouhan, Trimala Adhikari, Bhushan Vikas, Ravi Goswami, Raghav Dutt, Kumkum Chouhan, Rohan Mobarsa",India,"January 29, 2019",2017,74,"In this heart-wrenching coming-of-age story, a young boy embarks on an arduous trek with his debt-ridden father to sell their beloved family donkey.",Dramas
+s889,Movie,Bhavesh Joshi Superhero,Vikramaditya Motwane,"Harshvardhan Kapoor, Priyanshu Painyuli, Ashish Verma, Shreiya Sabharwal, Pratap Phad, Chinmayee Mandlekar, Nishikant Kamat, Hrishikesh Joshi",India,"August 16, 2018",2018,150,"When his best friend is killed for uncovering political corruption, an idealistic young man decides to become a masked fighter for justice.",Dramas
+s891,Movie,Bheeshma,Venky Kudumula,"Nitin Reddy, Rashmika Mandanna, Sampath Raj, Jishu Sengupta, Anant Nag",India,"April 25, 2020",2020,138,"Tired of being single, a smart-aleck meme creator has a chance to prove himself to the girl he loves when he is suddenly appointed CEO of her workplace.",Action
+s892,Movie,Bhool Bhulaiyaa,Priyadarshan,"Akshay Kumar, Vidya Balan, Ameesha Patel, Shiney Ahuja, Paresh Rawal, Rajpal Yadav, Manoj Joshi, Asrani, Vikram Gokhale, Rasika Joshi",India,"October 22, 2017",2007,148,"Siddharth dismisses warnings that his palace might be haunted, until ghostly occurrences force him to reconsider his beliefs.",Dramas
+s893,Movie,Bhoot,Ram Gopal Varma,"Ajay Devgn, Urmila Matondkar, Nana Patekar, Rekha, Fardeen Khan, Victor Banerjee, Tanuja, Seema Biswas",India,"December 31, 2019",2003,114,"After a couple moves into an apartment, the wife’s increasingly disturbing behavior unravels chilling secrets about their new home’s past.",Horror Movies
+s894,Movie,Bhouri,Jasbir Bijendra Bhati,"Raghuvir Yadav, Masha Paur, Mohan Joshi, Manoj Joshi, Mukesh Tiwari, Shakti Kapoor, Sitaram Panchal, Kunika Lall",India,"December 1, 2017",2017,123,A 23-year-old girl who's married to a man more than twice her age is forced to contend with the predatory nature of a male-dominated society.,Dramas
+s895,Movie,Bibi & Tina,Detlev Buck,"Lina Larissa Strahl, Lisa-Marie Koroll, Louis Held, Ruby O. Fee, Charly Hübner, Michael Maertens, Winnie Böwe, Fabian Buch, Max von der Groeben, Martin Seifert",Germany,"April 15, 2017",2014,97,Teen witch Bibi and horse-loving Tina face trouble when a posh girl flirts with Tina's boyfriend and a crook sets his greedy eyes on a promising foal.,Children
+s896,Movie,Bibi & Tina II,Detlev Buck,"Lina Larissa Strahl, Lisa-Marie Koroll, Louis Held, Emilio Moutaoukkil, Michael Maertens, Martin Seifert, Winnie Böwe, Fabian Buch, Mavie Hörbiger, Olli Schulz, Charly Hübner, Milan Peschel",Germany,"April 15, 2017",2014,105,"When robbers hit Falkenstein castle, teen witch Bibi and pal Tina hunt for the crooks, then devise a plan to save the neighbors' failing ranch.",Children
+s897,Movie,Bibi & Tina: Girls Versus Boys,Detlev Buck,"Lina Larissa Strahl, Lisa-Marie Koroll, Tilman Pörzgen, Philipp Laude, Charly Hübner, Louis Held, Benjamin Lutzke, Max von der Groeben, Kostja Ullmann, Michael Maertens, Fabian Buch, Winnie Böwe",Germany,"April 15, 2017",2016,107,"At summer camp, young Bibi and her friends are pitted against the boys in a treasure hunt. But what's a witch to do when she loses her powers?",Children
+s898,Movie,Bibi & Tina: Tohuwabohu Total,Detlev Buck,"Lina Larissa Strahl, Lisa-Marie Koroll, Louis Held, Lea van Acken, Emilio Sakraya, Michael Maertens, Martin Seifert",Germany,"December 27, 2017",2017,106,Teen witch Bibi and her pal Tina return to the screen to reconcile a runaway girl with her narrow-minded family and save Falkenstein Castle from chaos.,Children
+s901,Movie,Big Bear,Joey Kern,"Joey Kern, Adam Brody, Zachary Knighton, Tyler Labine, Pablo Schreiber, Toby Huss, Heidi Heaslet, Ahna O'Reilly",United States,"February 28, 2018",2017,87,The alcohol-fueled high jinks of a bachelor party go haywire when the buddies of an ill-fated groom abduct his fiancée's new lover.,Comedies
+s902,Movie,Big Daddy,Dennis Dugan,"Adam Sandler, Joey Lauren Adams, Jon Stewart, Cole Sprouse, Dylan Sprouse, Josh Mostel, Leslie Mann, Allen Covert, Rob Schneider, Kristy Swanson",United States,"October 1, 2020",1999,93,"Dumped by his girlfriend because he refuses to accept responsibility, overgrown adolescent Sonny Koufax adopts a 5-year-old to prove he's a grownup.",Comedies
+s904,Movie,Big Fat Liar,Shawn Levy,"Frankie Muniz, Paul Giamatti, Amanda Bynes, Amanda Detmer, Donald Faison, Sandra Oh, Russell Hornsby, Michael Bryan French, Christine Tucci, Lee Majors, John Cho",United States,"January 15, 2020",2002,88,Junior high students Jason and Kaylee take action when a greedy Hollywood producer turns Jason's essay into a hit film without giving him credit.,Children
+s905,Movie,Big Kill,Scott Martin,"Christoph Sanders, Jason Patric, Clint Glenn Hummel, Lou Diamond Phillips, Danny Trejo, Scott Martin, Elizabeth McLaughlin, Stephanie Beran, K.C. Clyde, Michael Paré",United States,"June 18, 2019",2018,126,A tenderfoot and two gamblers seeking their fortunes in a boom town instead find themselves defending it from a gunslinging preacher and his gang.,Action
+s906,Movie,Big Miracle,Ken Kwapis,"Drew Barrymore, John Krasinski, Kristen Bell, Dermot Mulroney, Tim Blake Nelson, Vinessa Shaw, Ted Danson, Stephen Root, Rob Riggle, Michael Gaston",United States,"September 30, 2018",2012,107,"After a reporter writes about whales trapped in the Arctic Circle, the U.S. and U.S.S.R. team up to rescue them in this tale inspired by true events.",Children
+s908,Movie,Big Stone Gap,Adriana Trigiani,"Ashley Judd, Patrick Wilson, Whoopi Goldberg, John Benjamin Hickey, Jane Krakowski, Judith Ivey, Jasmine Guy, Chris Sarandon, Anthony LaPaglia, Jenna Elfman, Angelina Fiordellisi, Mary Testa, Dagmara Dominczyk, Mary Pat Gleason, Joe Inscoe, James Hampton, Paul Wilson",United States,"June 5, 2020",2014,103,A single middle-aged woman who has lived her whole life in a small Virginia mining town uncovers a family secret that alters her profoundly.,Comedies
+s909,Movie,Big Time,Kaspar Astrup Schröder,Bjarke Ingels,Denmark,"April 1, 2018",2017,90,"In this documentary, architect Bjarke Ingels offers his vision for 2 World Trade Center as he aims to restore Manhattan's skyline to its former glory.",Documentaries
+s910,Movie,Big Time Movie,Savage Steve Holland,"Kendall Schmidt, James Maslow, Carlos PenaVega, Logan Henderson, Ciara Bravo, Challen Cates, Tanya Chisholm, Stephen Kramer Glickman, Trevor Devall, Christopher Shyer",United States,"November 2, 2019",2012,68,"Big Time Rush heads to London for their first world tour, but when the boys' bags are switched, they get mixed up in a mission to save the world.",Children
+s911,Movie,Bigflo & Oli: Hip Hop Frenzy,"Bigflo & Oli, Jérémie Levypon",Bigflo & Oli,France,"October 8, 2020",2020,100,"Go backstage with French rap duo Bigflo & Oli in this intimate music documentary, then join the superstar siblings as they embark on a major tour.",Documentaries
+s912,Movie,Bigger Fatter Liar,Ron Oliver,"Ricky Garcia, Jodelle Ferland, Barry Bostwick, Fiona Vroom, Kevin O'Grady, Karen Holness",United States,"April 18, 2017",2017,95,"When his video game concept is stolen by a dishonest executive, a teenage chronic liar sets out to prove that he's telling the truth, for once.",Children
+s913,Movie,Biggie & Tupac,Nick Broomfield,Nick Broomfield,United Kingdom,"January 26, 2019",2002,108,"British documentarian Nick Broomfield investigates the murders of rappers Tupac Shakur and Biggie Smalls, digging up some surprises in the process.",Documentaries
+s914,Movie,"Bikram: Yogi, Guru, Predator",Eva Orner,Bikram Choudhury,United States,"November 20, 2019",2019,86,This documentary charts the rise and fall of hot yoga founder Bikram Choudhury as his global empire is born and disturbing revelations come to light.,Documentaries
+s915,Movie,Bill Burr: I'm Sorry You Feel That Way,Jay Karas,Bill Burr,United States,"December 5, 2014",2014,81,"Bill Burr escapes the zombie apocalypse, explores how rom-coms ruin great sex and explains how too many childhood hugs may be the downfall of man.",Stand-Up
+s916,Movie,Bill Burr: Let It Go,Shannon Hartman,Bill Burr,United States,"November 10, 2017",2010,65,"The musings of comedian Bill Burr are let loose in this special, which was filmed at the historic Fillmore Auditorium in San Francisco.",Stand-Up
+s917,Movie,Bill Burr: Paper Tiger,Mike Binder,Bill Burr,United States,"September 10, 2019",2019,67,"Bill Burr unloads on outrage culture, male feminism, cultural appropriation, robot sex and more in a blistering stand-up special shot in London.",Stand-Up
+s918,Movie,Bill Burr: Walk Your Way Out,Jay Karas,Bill Burr,United States,"January 31, 2017",2017,78,"No-nonsense comic Bill Burr takes the stage in Nashville and riffs on fast food, overpopulation, dictators and gorilla sign language.",Stand-Up
+s919,Movie,Bill Burr: You People Are All the Same,Jay Karas,Bill Burr,United States,"June 30, 2018",2012,69,"Funnyman Bill Burr takes the stage to uncork a profanity-laced, incisive routine that pokes fun at plastic surgery, reality TV, gold diggers and more.",Stand-Up
+s920,Movie,Bill Hicks: One Night Stand,John Fortenberry,Bill Hicks,United Kingdom,"December 31, 2018",1991,28,"Bill Hicks remembers a wild night in 1989 and offers his views on puffing cigarettes, smoking weed, drinking, sex, commercials and music.",Stand-Up
+s922,Movie,Bill Hicks: Relentless,Chris Bould,Bill Hicks,United Kingdom,"December 31, 2018",1992,61,"In one of his most iconic performances, late comedian Bill Hicks demonstrates what made him such a singular talent and a force to be reckoned with.",Stand-Up
+s923,Movie,Bill Hicks: Revelations,Chris Bould,Bill Hicks,United Kingdom,"December 31, 2018",1993,56,"In his final recorded special, the iconoclastic comedian channels Goat Boy and tackles provocative topics like British porn, pot and the priesthood.",Stand-Up
+s924,Movie,Bill Hicks: Sane Man,"Kevin Booth, David Johndrow",Bill Hicks,United States,"December 31, 2018",1989,81,"Filmed in 1989 at a turning point in comedian Bill Hicks's career, this rare onstage performance captures him spouting off on a variety of topics.",Stand-Up
+s926,Movie,Bill Nye: Science Guy,"Jason Sussberg, David Alvarado","Bill Nye, Neil deGrasse Tyson, Eugenie Scott, Francis Collins, Ann Druyan",United States,"April 25, 2018",2017,97,"The dynamic, bow-tied host behind the young adult science show faces climate-change skeptics as he demonstrates the importance of scientific evidence.",Documentaries
+s927,Movie,Billu,Priyadarshan,"Irrfan Khan, Shah Rukh Khan, Lara Dutta, Rajpal Yadav, Om Puri, Asrani, Manoj Joshi",India,"April 1, 2018",2009,132,"An Indian village is abuzz with news that a major movie star is coming to town – even more so because the town barber went to school with him. But as the day of the actor's visit approaches, the humble barber begins to worry he won't be recognized.",Dramas
+s928,Movie,Billy Elliot,Stephen Daldry,"Jamie Bell, Gary Lewis, Stuart Wells, Billy Fane, Colin MacLachlan, Nicola Blackwell, Carol McGuigan, Joe Renton, Janine Birkett, Charlie Hardwick, Mike Elliot, Jean Heywood, Jamie Draven, Julie Walters, Trevor Fox, Adam Cooper",United Kingdom,"February 1, 2019",2000,110,"When a boy trades boxing school for ballet lessons, he may take his newfound talent all the way to the top - and win over his disapproving father.",Dramas
+s929,Movie,Billy Graham: An Extraordinary Journey,"Vonda Harrell, Daniel Camenisch","Billy Graham, Jeff Hoyt, Tom Brokaw, Greta Van Susteren, Diane Sawyer, Larry King, George Bush Sr., George W. Bush, Bill Clinton, Franklin Graham",United States,"February 28, 2019",2018,66,This documentary recounts the life story of evangelist preacher Billy Graham featuring interviews with family members and former presidents.,Documentaries
+s931,Movie,Bilu Rakkhosh,Indrasis Acharya,"Joy Sengupta, Koneenica Banerjee, Kanchana Moitra, Pradip Mukherjee",India,"March 15, 2018",2017,127,"Torn between his demanding corporate career, his passion for music and his turbulent family life, a man struggles to keep his inner demons in check.",Dramas
+s933,Movie,Bioscope,"Gajendra Ahire, Viju Mane, Girish Mohite, Ravi Jadhav","Nina Kulkarni, Suhas Palshikar, Kushal Badrike, Spruha Joshi, Mangesh Desai, Smita Tambe, Veena Jamkar, Sandeep Khare",India,"August 15, 2018",2015,131,"Inspired by classic and contemporary literature, four renowned Marathi directors create four individual stories in this anthology of short films.",Dramas
+s934,Movie,Bir Baba Hindu,Sermiyan Midyat,"Sermiyan Midyat, Şafak Sezer, Nicole Faria, Burak Satıbol",Turkey,"April 28, 2020",2016,107,A Istanbul mobster falls for an Indian yoga instructor whose abduction takes him on a wild rescue mission to Mumbai.,Action
+s935,Movie,Bird Box,Susanne Bier,"Sandra Bullock, Trevante Rhodes, John Malkovich, Sarah Paulson, BD Wong, Jacki Weaver, Rosa Salazar, Danielle Macdonald, Lil Rel Howery, Tom Hollander",United States,"December 21, 2018",2018,124,"Five years after an ominous unseen presence drives most of society to suicide, a survivor and her two children make a desperate bid to reach safety.",Dramas
+s937,Movie,Birdshot,Mikhail Red,"Mary Joy Apostol, Arnold Reyes, Ku Aquino, John Arcilla, Dido Dela Paz, Elora Espano, Ronnie Quizon, Rolando T. Inocencio, Suzette Ranillo, Angelica C. Ferro",Philippines,"March 26, 2018",2016,115,"A sheltered farm girl inadvertently shoots an endangered Philippine eagle, setting off a police investigation that exposes violence and corruption.",Dramas
+s938,Movie,Birthmarked,Emanuel Hoss-Desmarais,"Toni Collette, Matthew Goode, Andreas Apergis, Michael Smiley, Fionnula Flanagan, Suzanne Clément, Jordan Poole, Megan O'Kelly, Anton Gillis-Adelman, Tyrone Benskin, Vincent Hoss-Desmarais",Canada,"June 28, 2018",2018,88,"In an attempt to settle the ""nature vs. nurture"" debate, a scientist couple raises three children to live lives that defy their genetic dispositions.",Comedies
+s939,Movie,Bitch,Marianna Palka,"Jason Ritter, Jaime King, Marianna Palka, Brighton Sharbino, Rio Mangini, Jason Maybaum, Kingston Foster, Arielle Kebbel, Martin Starr, Roger Guenveur Smith, Caroline Aaron, Bill Smitrovich",United States,"March 11, 2018",2017,97,"Cracking under the demands of children and a philandering, thankless husband, an overworked suburban mother assumes the persona of a ferocious dog.",Comedies
+s940,Movie,Bitcoin Heist,Ham Tran,"Kate Nhung, Thanh Pham, Petey Majik Nguyen, Suboi, Jayvee Mai The Hiep, Lam Thanh My",Vietnam,"September 2, 2017",2016,116,"A unconventional, efficient Interpol special agent goes rogue and assembles a team of thieves to catch a shadowy hacker called ""The Ghost.""",Action
+s942,TV Show,Bitter Daisies,Miguel Conde,"María Mera, Toni Salgado, Miquel Insua, Denis Gómez, Lucía Álvarez, Sara Sanz, Jimmy Núñez, Paloma Saavedra, Manuel Cortés, Yelena Molina, Ricardo de Barreiro, Nerea Barros, Santiago Cuquejo, Martina Stetson, Carlos Villarino",Spain,"March 29, 2019",2018,1,"While investigating the disappearance of a teen girl in a tight-knit Galician town, a Civil Guard officer uncovers secrets linked to a loss of her own.",Crime TV
+s943,Movie,Bittersweet,Khaled Marei,"Ahmed Helmy, Lotfy Labib, Edward, Enaam Salousa",Egypt,"April 25, 2020",2010,132,"After 20 years abroad, a photographer returns to his birth country of Egypt and gets stranded without identification in a now unfamiliar culture.",Comedies
+s944,Movie,Bittoo Boss,Supavitra Babul,"Pulkit Samrat, Ashok Pathak, Tanvir Singh, Amita Pathak, Sunil Shetty, Rajendra Sethi, Mohan Kapoor",India,"July 5, 2020",2012,117,"When a small-town wedding videographer falls in love, he decides he needs to make more money and turns to shooting sexy videos – with mixed results.",Comedies
+s945,Movie,Black,Raja Chanda,"Soham Chakraborty, Bidya Sinha Mim, Ashish Vidyarthi, Rajatabha Dutta, Rudranil Ghosh, Kharaj Mukherjee",India,"September 19, 2020",2015,137,"A small-town man takes on a dangerous gangster to avenge his father, a police officer who ended his own life after being framed in a deadly crime.",Action
+s946,Movie,Black '47,Lance Daly,"Hugo Weaving, James Frecheville, Stephen Rea, Freddie Fox, Barry Keoghan, Moe Dunford, Sarah Greene, Jim Broadbent",Ireland,"October 24, 2020",2018,100,"When the Great Famine ravages his beloved country, a battle-hardened Irishman deserts the British Empire and exacts revenge on the tyrants responsible.",Action
+s947,Movie,Black & Privileged: Volume 1,Mark Harris,"Dawnisha Halfkenny, Simeon Henderson, Corey Hendrix, Malcom Banks, Nadia Simms, Brian White, Brely Evans, Cynda Williams, Carl Anthony Payne II",United States,"July 12, 2019",2019,79,"When low-income families move into a thriving black community in Chicago, they find themselves at odds with politicians to maintain their status.",Dramas
+s951,Movie,Black Friday,Anurag Kashyap,"Pavan Malhotra, Kay Kay Menon, Aditya Srivastava, Dibyendu Bhattacharya, Kishore Kadam, Gajraj Rao, Zakir Hussain, Imtiaz Ali, Pratima Kazmi, Raj Arjun",India,"November 19, 2020",2004,162,This docudrama based on the same-titled book tracks the aftermath of a 1993 bombing in Bombay through the eyes of a journalist covering the story.,Dramas
+s952,Movie,Black Hawk Down,Ridley Scott,"Josh Hartnett, Ewan McGregor, Tom Sizemore, Eric Bana, William Fichtner, Ewen Bremner, Sam Shepard, Gabriel Casseus, Kim Coates, Hugh Dancy, Ron Eldard, Ioan Gruffudd, Tom Guiry, Charlie Hofheimer, Danny Hoch, Jason Isaacs, Zeljko Ivanek, Glenn Morshower, Jeremy Piven, Brendan Sexton III",United States,"January 1, 2019",2001,144,"When U.S. forces attempt to capture two underlings of a Somali warlord, their helicopters are shot down and the Americans suffer heavy casualties.",Action
+s959,TV Show,Black Money Love,Ahmet Katıksız,"Güler Ökten, Hazal Türesan, İlkin Tüfekçi, Bedia Ener, Erkan Can, Öykü Karayel, Emre Kızılırmak, Bestemsu Özdemir, Engin Akyürek, Burak Tamdoğan, Saygın Soysal, Tuba Büyüküstün, Ali Yörenç, Ahmet Tansu Taşanlar, Elif İnci",Turkey,"October 15, 2019",2014,1,"After a cop's fiancée and a jewelry designer's father are found dead together, the two bereaved ones face a perilous aftermath of a theft gone wrong.",Crime TV
+s960,Movie,Black Panther,Ryan Coogler,"Chadwick Boseman, Michael B. Jordan, Lupita Nyong'o, Danai Gurira, Martin Freeman, Daniel Kaluuya, Letitia Wright, Winston Duke, Sterling K. Brown, Angela Bassett, Forest Whitaker, Andy Serkis, Florence Kasumba, John Kani, David S. Lee, Stan Lee",United States,"September 4, 2018",2018,135,"T'Challa, the superpowered new leader of the hidden, highly advanced African nation of Wakanda, strives to protect his home from enemies old and new.",Action
+s961,Movie,Black Rose,Alexander Nevsky,"Alexander Nevsky, Kristanna Loken, Adrian Paul, Robert Davi, Robert Madrid, Matthias Hues, Oksana Sidorenko, Emmanuil Vitorgan, Olga Rodionova, Polina Butorina",Russia,"July 2, 2017",2014,83,"When a number of Russian women are brutally murdered in Los Angeles, the police call on a Moscow detective to help track down the serial killer.",Action
+s962,Movie,Black Sea,Kevin MacDonald,"Jude Law, Scoot McNairy, Ben Mendelsohn, Bobby Schofield, Tobias Menzies, Michael Smiley, Grigoriy Dobrygin, David Threlfall, Jodie Whittaker, Karl Davies",United Kingdom,"February 16, 2019",2015,114,"A hard-driving submarine captain is hired to steal gold from a sunken Nazi sub, but there's no honor among thieves during this underwater heist.",Action
+s963,Movie,Black Site Delta,Jesse Gustafson,"Cam Gigandet, Teri Reeves, Michael Dale, Dion Mucciacito, Casey Hendershot, Benjamin Charles Watson, John Brodsky, Arash Mokhtar",United States,"August 9, 2017",2017,88,"After discovering that their secret military prison is under attack by terrorists, a ragtag group of inmates does their best to neutralize the enemy.",Action
+s964,Movie,Black Snake Moan,Craig Brewer,"Samuel L. Jackson, Christina Ricci, Justin Timberlake, S. Epatha Merkerson, John Cothran, David Banner, Michael Raymond-James, Adriane Lenox, Kim Richards, Neimus K. Williams",United States,"November 20, 2019",2007,116,"Lazarus finds Rae beaten and near death, and acts as a father figure to help redeem her. But before saving anyone, Lazarus must face his own demons.",Dramas
+s965,Movie,Black Snow,Martin Hodara,"Ricardo Darín, Leonardo Sbaraglia, Laia Costa, Federico Luppi, Dolores Fonzi, Andrés Herrera",Argentina,"July 1, 2017",2017,91,An old tragedy and lingering animosity erupt when a man returns to Patagonia to convince his estranged brother to sell the family's isolated property.,Dramas
+s969,Movie,BLACKPINK: Light Up the Sky,Caroline Suh,Blackpink,United States,"October 14, 2020",2020,80,Record-shattering Korean girl band BLACKPINK tell their story — and detail the hard-fought journey of the dreams and trials behind their meteoric rise.,Documentaries
+s970,Movie,Blackway,Daniel Alfredson,"Anthony Hopkins, Julia Stiles, Alexander Ludwig, Ray Liotta, Hal Holbrook, Lochlyn Munro, Steve Bacic, Aaron Pearl, Aleks Paunovic",United States,"December 15, 2017",2015,90,"Menaced by a psychopath who's got the local cops scared, waitress Lillian turns to a mysterious old logger to help her turn the tables on her stalker.",Thrillers
+s971,Movie,BLAME!,Hiroyuki Seshita,"Takahiro Sakurai, Kana Hanazawa, Sora Amamiya, Kazuhiro Yamaji, Mamoru Miyano, Aya Suzaki, Nobunaga Shimazaki, Yuki Kaji, Aki Toyosaki, Saori Hayami",Japan,"May 19, 2017",2017,106,"Inside a vast, self-replicating city bent on eliminating all life, mysterious loner Killy emerges to guide a remnant of humanity desperate to survive.",Action
+s972,Movie,Blaze,Ethan Hawke,"Benjamin Dickey, Alia Shawkat, Josh Hamilton, Charlie Sexton, Sam Rockwell, Wyatt Russell, Steve Zahn, Kris Kristofferson, Richard Linklater, David Kallaway, Ritchie Montgomery",United States,"August 30, 2020",2018,129,"An influential, if unsung country songwriter reflects on his career, and how the love of his life drove him to write his most personal music.",Dramas
+s975,Movie,Bleach The Movie: Fade to Black,Noriyuki Abe,"Masakazu Morita, Fumiko Orikasa, Aya Hirano, Hiroshi Kamiya, Mitsuaki Madono, Ryotaro Okiayu, Kentaro Ito, Shinichiro Miki, Satsuki Yukino, Masaaki Tsukada",Japan,"October 15, 2016",2008,94,"When his mind is fogged by a scimitar-weilding stranger, Mayuri destroys his laboratory, unleashing a cloud of reishi that lays waste to the Seiretei.",Action
+s976,Movie,Bleach the Movie: Hell Verse,Noriyuki Abe,"Masakazu Morita, Fumiko Orikasa, Kazuya Nakai, Noriaki Sugiyama, Kentarô Itô, Yuki Matsuoka, Ryotaro Okiayu, Romi Park",Japan,"October 15, 2016",2010,94,"When a group of vicious Sinners plots to escape from this eternal prison in Hell, they discover that Substitute Soul Reaper Ichigo is the key to their freedom. The Sinners launch an attack and in the process kidnap Ichigo's younger sister.",Action
+s977,Movie,Bleed for This,Ben Younger,"Miles Teller, Aaron Eckhart, Katey Sagal, Ciarán Hinds, Ted Levine, Jordan Gelber, Amanda Clayton, Daniel Sauli, Christine Evangelista, Tina Casciani",United States,"April 11, 2020",2016,120,"After a devastating injury derails his career, scrappy world champion boxer Vinny Pazienza determines to make an against-all-odds comeback.",Dramas
+s978,Movie,Blessed Benefit,Mahmoud al Massad,"Ahmad Thaher, Maher Khammash, Odai Hijazi, Nadeem Rimawi, Mahmoud al Massad, Nadim Mushahwar",Germany,"October 13, 2017",2016,83,"After being wrongfully convicted of fraud, an honest man finds that life in prison comes with a measure of freedom that is unavailable outside.",Comedies
+s979,Movie,Blind Date,Clovis Cornillac,"Mélanie Bernier, Clovis Cornillac, Lilou Fogli, Philippe Duquesne, Grégoire Oestermann, Oscar Copp, Boris Terral, Manu Payet",France,"October 15, 2016",2015,91,"A passionate pianist and a soulful puzzle maker who treasures silence aren't the best neighbors, but things get interesting when they start to date.",Comedies
+s980,Movie,Blind Detective,Johnnie To,"Andy Lau, Sammi Cheng, Gao Yuanyuan, Guo Tao, Philip Keung, Lam Suet, Lo Hoi-pang, Tai-Lo Ma, Man-Wai Wong, Ying-Ying Yiu, Yi Zi",Hong Kong,"December 1, 2018",2013,130,"When a cop loses his vision, his detecting skills stay sharp. Luckily, a rookie officer recognizes his extraordinary powers of deduction.",Action
+s982,Movie,Blinky Bill: The Movie,Deane Taylor,"Ryan Kwanten, Rufus Sewell, Toni Collette, Robin McLeavy, David Wenham, Barry Humphries, Richard Roxburgh, Deborah Mailman, Barry Otto",Australia,"February 8, 2017",2015,91,Happy koala Blinky Bill and some spunky pals travel the Outback following clues to help him find his long-lost father and finally bring him home.,Children
+s983,Movie,Blitz Patrollie,Andrew Wessels,"Joey Rasdien, David Kau, David Kibuuka, Chris Forrest, Santhiran Moonsamy, Quentin Krog, Kaseran Pillay, Mabutho Sithole, Mel Miller, Kagiso Lediga, Craig Urbani",South Africa,"December 27, 2019",2013,102,"Caught between family pressures and small-time crime-fighting, a pair of bumbling cops tries to bust a massive drug deal and go down in history.",Action
+s984,Movie,Blockbuster,July Hygreck,"Syrus Shahidi, Lionel Abelanski, Charlotte Gabris, Tom Hygreck, Sylvain Quimene, Laura Boujenah, Foed Amara",France,"January 24, 2018",2017,85,"Dumped over a video he made to amuse his ailing dad, a heartsick Jérémy hatches an elaborate scheme to win back his superhero-loving girlfriend, Lola.",Comedies
+s987,Movie,Blood Father,Jean-François Richet,"Mel Gibson, Erin Moriarty, Diego Luna, Michael Parks, William H. Macy, Miguel Sandoval, Dale Dickey, Richard Cabral, Daniel Moncada, Ryan Dorsey",France,"March 26, 2020",2016,88,An ex-convict and estranged father finds the chance to prove himself when his daughter seeks his help shaking off a dangerous group of drug dealers.,Action
+s988,Movie,Blood Money,Vishal Mahadkar,"Manish Chaudhary, Kunal Kemmu, Amrita Puri, Shekar Shukla, Teeshay, Mia Evonne Uyeda",India,"July 5, 2020",2012,110,"Ambitious Kunal takes a job in the diamond business, but his life is thrown into turmoil when he's drawn into the seedy underworld of his new career.",Dramas
+s991,Movie,Blood Will Tell,"Miguel Cohan, Miguel Cohan","Oscar Martínez, Dolores Fonzi, Diego Velázquez, Paulina Garcia, Luis Gnecco, Malena Sánchez, Emilio Vodanovich, Norman Briski",Argentina,"June 21, 2019",2019,113,Family patriarch Elías begins to unravel after the death of his wife – which casts a suspicious light on her tragic accident.,Dramas
+s994,Movie,Blow,Ted Demme,"Johnny Depp, Penélope Cruz, Franka Potente, Rachel Griffiths, Paul Reubens, Jordi Mollà, Cliff Curtis, Miguel Sandoval, Ethan Suplee, Ray Liotta",United States,"October 1, 2019",2001,123,Cocaine smuggler George rises from poverty to become one of the biggest drug dealers in America before his eventual downfall.,Dramas
+s997,Movie,Blue Is the Warmest Color,Abdellatif Kechiche,"Léa Seydoux, Adèle Exarchopoulos, Salim Kechiouche, Aurélien Recoing, Catherine Salée, Benjamin Siksou, Mona Walravens, Alma Jodorowsky, Jérémie Laheurte, Anne Loiret, Benoît Pilot, Sandor Funtek, Fanny Maurin",France,"August 26, 2016",2013,180,"Determined to fall in love, 15-year-old Adele is focused on boys. But it's a blue-haired girl she meets on the street who really piques her interest.",Dramas
+s998,Movie,Blue Jasmine,Woody Allen,"Cate Blanchett, Sally Hawkins, Alec Baldwin, Louis C.K., Bobby Cannavale, Andrew Dice Clay, Peter Sarsgaard, Michael Stuhlbarg, Tammy Blanchard, Max Casella, Alden Ehrenreich",United States,"March 8, 2019",2013,98,The high life leads to high anxiety for a fashionable New York City homemaker in crisis who finds herself forced to live a more modest lifestyle.,Comedies
+s999,Movie,Blue Jay,Alex Lehmann,"Sarah Paulson, Mark Duplass, Clu Gulager",United States,"December 6, 2016",2016,81,"Two former high school sweethearts unexpectedly reunite in their old hometown, where they rediscover their magical bond and face a shared regret.",Dramas
+s1000,Movie,Blue Mountain State: The Rise of Thadland,Lev L. Spiro,"Alan Ritchson, Darin Brooks, James Cade, Rob Ramsay, Chris Romano, Frankie Shaw, Omari Newton, Ed Marinaro, Dhani Jones, Ed Amatrudo, Jimmy Tatro",United States,"March 1, 2016",2016,90,"New NFL star Thad buys his old teammates' beloved frat house, renames it Thadland and throws the raunchiest, most debauched party in school history.",Comedies
+s1002,Movie,Blue Ruin,Jeremy Saulnier,"Macon Blair, Devin Ratray, Amy Hargreaves, Kevin Kolack, Eve Plumb, David W. Thompson, Brent Werzner, Stacy Rock, Sidné Anderson, Sandy Barnett, Bonnie Johnson",United States,"February 25, 2019",2013,90,"Bad news from the past unhinges vagabond Dwight Evans, sending him on a mission of bloody retribution that takes him to his childhood hometown.",Independent Movies
+s1003,Movie,Blue Streak,Les Mayfield,"Martin Lawrence, Luke Wilson, Peter Greene, Dave Chappelle, Nicole Ari Parker, Graham Beckel, Robert Miranda, Olek Krupa, Saverio Guerra, Richard C. Sarafian, William Forsythe",Germany,"January 1, 2021",1999,94,A jewel thief returns to his hiding place after a stint in jail — only to find that his diamond is buried under a newly constructed police station.,Action
+s1004,Movie,Blue Valentine,Derek Cianfrance,"Ryan Gosling, Michelle Williams, Faith Wladyka, John Doman, Mike Vogel, Ben Shenkman, Jen Jones, Maryann Plunkett, Marshall Johnson, James Benatti, Barbara Troy, Carey Westbrook, Enid Graham",United States,"July 5, 2018",2010,112,"As Cindy and Dean muddle through their languishing marriage, they hearken back to the golden days when life was filled with possibility and romance.",Dramas
+s1005,Movie,BluffMaster!,Rohan Sippy,"Abhishek Bachchan, Priyanka Chopra, Riteish Deshmukh, Boman Irani, Nana Patekar, Sanjay Mishra, Tinnu Anand, Hussain Shaikh",India,"January 8, 2021",2005,129,"When his girlfriend learns the truth about his murky past, a con artist is forced to examine his choices and get to the root of his real identity.",Comedies
+s1009,Movie,Bo Burnham: Make Happy,"Bo Burnham, Christopher Storer",Bo Burnham,United States,"June 3, 2016",2016,60,"Combining his trademark wit and self-deprecating humor with original music, Bo Burnham offers up his unique twist on life in this stand-up special.",Music
+s1010,Movie,Bo Burnham: what.,"Bo Burnham, Christopher Storer",Bo Burnham,United States,"July 1, 2018",2013,60,Left brain and right brain duke it out – and ultimately belt out a melody – in stand-up comedian Bo Burnham's quick and clever one-man show.,Stand-Up
+s1012,Movie,Bob Lazar: Area 51 & Flying Saucers,Jeremy Kenyon Lockyer Corbell,Robert Lazar,United States,"June 18, 2019",2018,97,"Decades ago, Bob Lazar blew the whistle on Area 51. Now he’s back to explain the alien tech he worked with, and the government's war to shut him up.",Documentaries
+s1014,Movie,Bob's Broken Sleigh,Jay Surridge,"Cole Howard, Bruce Greenwood, Victor Garber, Michael Adamthwaite, Raini Rodriguez, Colin Murdock, Maryke Hendrikse, Sam Vincent, Gabe Khouth",Canada,"December 17, 2015",2015,47,"An overly eager elf improves Santa's sleigh, but when he crash lands far from home, three odd critters pitch in to send him back to the North Pole.",Children
+s1015,Movie,Bobbi Jene,Elvira Lind,Bobbi Jene Smith,Denmark,"June 1, 2018",2017,99,This candid profile follows dancer Bobbi Jene Smith as she leaves the company of Israeli choreographer Ohad Naharin to forge her own artistic path.,Documentaries
+s1016,Movie,Bobbleheads The Movie,Kirk Wise,"Jennifer Coolidge, Karen Fukuhara, Khary Payton, Julian Sands, Brenda Song, Luke Wilson, Cher",United States,"December 8, 2020",2020,83,A team of bobbleheads band together to defend their collector’s home when uninvited relatives barge in looking to steal from his prized collection.,Children
+s1017,Movie,Bobby,Raj Kapoor,"Rishi Kapoor, Dimple Kapadia, Pran, Prem Nath, Sonia Sahni, Durga Khote, Aruna Irani, Prem Chopra, Farida Jalal",India,"December 31, 2019",1973,168,"Raj, the son of strict, wealthy parents, falls in love with Bobby, the daughter of a poor Christian fisherman – a romance his parents oppose.",Classic Movies
+s1018,Movie,Bobby Jasoos,Samar Shaikh,"Vidya Balan, Ali Fazal, Supriya Pathak, Tanvi Azmi, Zarina Wahab, Kiran Kumar, Rajendra Gupta, Arjan Bajwa, Prasad Barve, Aakash Dahiya",India,"December 31, 2020",2014,116,"With unlimited determination and zero field experience, a small-town detective accepts a lucrative case from a mysterious – and suspicious – stranger.",Comedies
+s1020,Movie,Bobby Robson: More Than a Manager,"Gabriel Clarke, Torquil Jones",Bobby Robson,United Kingdom,"December 1, 2018",2018,99,"Explore the life and times of legendary soccer manager Bobby Robson, whose keen mind for the game was matched only by his devotion to his teams.",Documentaries
+s1023,Movie,Bodyguard,Siddique,"Salman Khan, Kareena Kapoor, Raj Babbar, Asrani, Vidya Sinha, Hazel Keech, Chetan Hansraj, Salim Baig",India,"November 19, 2020",2011,130,"Irked by her bodyguard, an heiress invents a secret admirer to throw him off his duties, but the plan may backfire when she falls for him.",Action
+s1024,Movie,Bogda,Nisheeta Keni,"Suhas Joshi, Mrunmayee Deshpande, Rohit Kokate, Ajinkya Bhosale, Jayant Gadekar, Vivekanand Walake, Pallavi Malvade, Nirmala Tikam",India,"July 16, 2019",2018,161,An aspiring dancer accompanies her terminally ill mother on one last road trip that alternately strains and strengthens their knotty relationship.,Dramas
+s1025,Movie,Boi,Jorge M. Fontana,"Bernat Quintana, Adrian Pang, Andrew Lua, Rachel Lascar, Fina Rius, Miranda Gas",Spain,"July 26, 2019",2018,111,A young chauffeur who's at a crossroads in his life escorts a pair of clients around Barcelona and becomes embroiled in their mysterious quest.,Dramas
+s1028,Movie,Bokeh,"Geoffrey Orthwein, Andrew Sullivan","Maika Monroe, Matt O'Leary, Arnar Jónsson, Gunnar Helgason, Berglind Rós Sigurðardóttir",United States,"June 22, 2017",2017,92,"After learning they are the sole survivors of an eerie apocalypse, a young American couple on vacation in Iceland ponder their love and the future.",Dramas
+s1029,TV Show,Bolívar,"Luis Alberto Restrepo, Andrés Beltrán, Jaime Rayo","Luis Gerónimo Abreu, José Ramón Barreto, Ernesto Benjumea, Félix Antequera, Jefferson Quiñones, Shany Nadan, María José Vargas, Hans Martínez, Mauro Mauad, Álvaro Bayona, Rosmeri Marval, Irene Esser, Nohely Arteaga",Colombia,"June 21, 2019",2019,1,"This dramatization depicts the life – and loves – of Venezuelan Gen. Simón Bolívar, who helped liberate several Latin American countries from Spain.",International TV
+s1030,Movie,Bollywood Calling,Nagesh Kukunoor,"Om Puri, Pat Cusick, Navin Nischol, Perizaad Zorabian",India,"April 15, 2019",2001,102,A down-and-out Hollywood actor is utterly unprepared for the eccentricities that await when an Indian producer offers him a role in a Bollywood film.,Comedies
+s1031,Movie,Bolt,"Byron Howard, Chris Williams","John Travolta, Miley Cyrus, Susie Essman, Mark Walton, Malcolm McDowell, James Lipton, Greg Germann, Diedrich Bader, Nick Swardson, J.P. Manoux, Dan Fogelman, Kari Wahlgren, Chloë Grace Moretz, Randy Savage, Ronn Moss, John DiMaggio, Daran Norris, Jeff Bennett, Brian Stepanek, Todd Cummings",United States,"July 22, 2018",2008,99,"This tale follows German shepherd Bolt, a canine actor who makes a cross-country trek when he's mistakenly shipped from Hollywood to New York City.",Children
+s1032,Movie,Bomb Scared,Borja Cobeaga,"Javier Cámara, Julián López, Miren Ibarguren, Gorka Otxoa, Tina Sáinz, Ramón Barea",Spain,"October 12, 2017",2017,89,"In this dark comedy, a dysfunctional group of wannabe Basque terrorists awaits word about a new mission while Spain makes a run at the World Cup title.",Comedies
+s1033,Movie,Bombairiya,Pia Sukanya,"Radhika Apte, Siddhant Kapoor, Akshay Oberoi, Adil Hussain, Amit Sial, Ravi Kishan, Ajinkya Deo, Shilpa Shukla",United Arab,"March 15, 2019",2018,108,"A PR agent trying to find her stolen phone, a politician in trouble, and a fading celebrity find their lives intertwining in unexpected, messy ways.",Comedies
+s1034,Movie,Bombay Talkies,"Anurag Kashyap, Dibakar Banerjee, Karan Johar, Zoya Akhtar","Rani Mukerji, Randeep Hooda, Saqib Saleem, Nawazuddin Siddiqui, Sadashiv Amrapurkar, Amitabh Bachchan, Ranvir Shorey, Katrina Kaif, Diana Penty",India,"July 5, 2020",2013,123,"A gay man deals with his sexuality, a struggling actor has an epiphany, a boy becomes a dancer, and a man tries to fulfill his father's dying wish.",Dramas
+s1035,Movie,Bombshell,Riccardo Pilizzeri,"Ande Cunningham, Mark Mitchinson, Mia Pistorius, Nathalie Boltt, Nathan Lovejoy, Colin Moy, Jay Simon, Coen Falke, Greta Gregory, Byron Coll",New Zealand,"October 1, 2016",2016,86,"In 1985, when a vessel protesting nuclear testing is sunk in New Zealand, local police fight to prove it was a terrorist plot by their French allies.",Dramas
+s1036,Movie,Bombshell: The Hedy Lamarr Story,Alexandra Dean,Hedy Lamarr,United States,"May 31, 2018",2017,89,"An unearthed audio interview of Hollywood icon Hedy Lamarr reveals a woman with brains as well as beauty, who was the first to patent frequency hopping.",Documentaries
+s1037,Movie,Bon Bini Holland,Jelle de Jonge,"Jandino Asporaat, Liliana de Vries, Teun Kuilboer, Sergio IJssel, Dennis Rudge, Alpha Oumar Barry, Phi Nguyen",Netherlands,"September 1, 2016",2015,88,"On the island of Curaçao, an amiable scam artist angers gangsters and flees to Holland, where his conscience is torn between a woman and a new scheme.",Comedies
+s1038,Movie,Bon Cop Bad Cop 2,Alain Desrochers,"Patrick Huard, Colm Feore, Marc Beaupré, Noam Jenkins, Andreas Apergis, Mariana Mazza, Erik Knudsen, Sarah-Jeanne Labrosse, Lucie Laurier, Neil Crone, Catherine St-Laurent",Canada,"November 11, 2017",2017,126,"Two veteran buddy cops are back for a second chapter, this time to tackle a car theft ring that turns out to be much more than they bargained for.",Action
+s1039,Movie,"Bon Cop, Bad Cop",Erik Canuel,"Patrick Huard, Colm Feore, Sylvain Marcel, Lucie Laurier, Pierre Lebeau, Ron Lea, Sarain Boylan, Louis-José Houde",Canada,"March 15, 2017",2006,117,An English-speaking officer from Toronto and a French-speaking cop from Montreal are forced to work together to solve a crime.,Action
+s1042,Movie,Bonnie and Clyde,Arthur Penn,"Warren Beatty, Faye Dunaway, Michael J. Pollard, Gene Hackman, Estelle Parsons, Denver Pyle, Dub Taylor, Evans Evans, Gene Wilder",United States,"January 1, 2021",1967,111,"Bonnie Parker and Clyde Barrow are young, in love and on the run during a bullet-riddled bank robbery spree across Depression-ravaged America.",Action
+s1046,Movie,Boom,Kaizad Gustad,"Amitabh Bachchan, Gulshan Grover, Jackie Shroff, Javed Jaffrey, Katrina Kaif, Madhu Sapre, Padma Lakshmi, Seema Biswas, Zeenat Aman, Boman Irani",India,"March 1, 2018",2003,79,"Following a fashion show mishap, three supermodels find themselves on the run from dangerous gangsters trying to recover a fortune in stolen diamonds.",Action
+s1054,Movie,Born Beautiful,Perci Intalan,"Martin del Rosario, Lou Veloso, Chai Fonacier, Kiko Matos, Akihiro Blanco, Paolo Ballesteros",Philippines,"April 8, 2020",2019,96,"After her best friend dies, Barbs attempts to rediscover herself until love leaves her true identity — and heart — in question.",Comedies
+s1057,Movie,Born Racer,Bryn Evans,Scott Dixon,New Zealand,"July 8, 2020",2018,89,"In this all-access pass, IndyCar champion Scott Dixon and his team navigate the risks on the road in the quest to win it all.",Documentaries
+s1058,Movie,Born Strong,"Gary Cohen, Ross Hockrow","Eddie Hall, Hafþór Júlíus Björnsson, Brian Shaw, Zydrunas Savickas",United States,"December 31, 2017",2017,86,Four 400-pound giants fight for the crown at the Arnold Strongman Classic and offer a glimpse into their lives leading up to the competition.,Documentaries
+s1059,Movie,Born to Be Free,Gayane Petrosyan,"Casting a light on the mistreatment of sea mammals, this documentary follows the plight of 18 Beluga whales kept in captivity for years.",United Kingdom,"April 1, 2017",2016,74,"Casting a light on the mistreatment of sea mammals, this documentary follows the plight of 18 Beluga whales kept in captivity for years.",Documentaries
+s1060,Movie,Boss,Anthony D'Souza,"Akshay Kumar, Ronit Roy, Shiv Pandit, Mithun Chakraborty, Johny Lever, Aditi Rao Hydari, Danny Denzongpa, Govind Namdeo, Parikshat Sahni, Aakash Dabhade",India,"July 5, 2020",2013,139,"Disowned by his father as a boy, Surya is taken in by a crime boss. When his brother Shiv is wrongly imprisoned, his father pleads for Surya's help.",Action
+s1061,Movie,Bosta,Philippe Aractingi,"Rodney El Haddad, Nadine Labaky, Nada Abou Farhat, Liliane Nemri, Omar Rajeh, Mounir Malaeb, Bshara Atallah, Rana Alamuddin, Joelle Rizk, Mahfouz Barakat, Mahmoud Mabsout, Bader Haddad, Youssef Emalhoub",Lebanon,"October 19, 2020",2005,112,"After 15 years in France, Kamal returns to his native Beirut and reassembles his dance crew, striving to modernize traditional Dabke routines.",Dramas
+s1064,Movie,Bottom of the World,Richard Sears,"Jena Malone, Douglas Smith, Ted Levine, Tamara Duarte, Kelly Pendygraft, Mark Sivertsen, Jon McLaren",Canada,"May 28, 2020",2017,84,"En route to a fresh start in Los Angeles, young couple Alex and Scarlett stop over in a sleepy Southwestern town that loosens their grip on reality.",Dramas
+s1066,Movie,Boushkash,"Ahmed Yousry, Hazem Fouda","Mohamed Saad, Zeina, Ezzat Abou Aouf, Edward, Hassan Hosny, Ahmed Rateb, Hamdi el Sakhawy, Safaa El-Toukhy",Egypt,"April 28, 2020",2008,100,A former goalkeeper-turned-talent scout embarks on a mischievous adventure to recruit players for Egyptian football clubs.,Comedies
+s1067,Movie,Boy and the World,Alê Abreu,"Vinícius Garcia, Felipe Zilse, Alê Abreu, Lu Horta, Marco Aurélio Campos, Cassius Romero, Alfredo Rollo",Brazil,"October 1, 2017",2013,80,"Young Cuca leaves his idyllic village on a grand adventure to find his father, who has traveled to the city seeking work.",Children
+s1068,Movie,Boy Bye,Chris Stokes,"Wendy Raquel Robinson, Ross Fleming, Shondrella Avery, Tammy Townsend, Omar Gooding, Tracy Davis, Veronika Bozeman, Kelly Perine, Valarie Pettiford",United States,"April 2, 2019",2016,86,"Single entrepreneur Veronica finally starts to believe in love after meeting sexy Lance, but she soon discovers he's hiding something from her.",Comedies
+s1069,Movie,Boy Missing,Mar Targarona,"Blanca Portillo, Antonio Dechent, Vicente Romero, Marc Domènech, Nausicaa Bonnín, Andrés Herrera, José Coronado, Macarena Gómez, Paco Manzanedo, Sergi Subirà",Spain,"February 19, 2017",2016,105,"When her son is kidnapped and later found traumatized, a lawyer takes justice into her own hands, causing events that spiral out of control.",International Movies
+s1070,Movie,Boyka: Undisputed,Todor Chapkanov,"Scott Adkins, Teodora Duhovnikova, Alon Aboutboul, Julian Vergov, Brahim Achabbakhe, Paul Chahidi, Petio Petkov, Valentin Ganev, Vlado Mihailov",Bulgaria,"August 1, 2019",2016,90,The fourth film in the action franchise finds Boyka taking on brutal gangsters to protect the widow of a man he unintentionally killed in the ring.,Action
+s1072,Movie,Brad Paisley's Comedy Rodeo,Jay Chapman,"Brad Paisley, Nate Bargatze, John Heffron, Jon Reep, Sarah Tiana, Mike E. Winfield",United States,"August 15, 2017",2017,63,"Country music star Brad Paisley hosts a night of music and laughs with comics Nate Bargatze, John Heffron, Jon Reep, Sarah Tiana and Mike E. Winfield.",Stand-Up
+s1073,Movie,Brahman Naman,Qaushiq Mukherjee,"Shashank Arora, Tanmay Dhanania, Chaitanya Varad, Vaishwath Shankar, Sindhu Sreenivasa Murthy, Sid Mallya, Denzil Smith",India,"July 6, 2016",2016,96,This homage to 1980s teen sex comedies follows a college quiz bowl champion who knows almost everything – except how to talk to women.,Comedies
+s1075,Movie,Brain on Fire,Gerard Barrett,"Chloë Grace Moretz, Thomas Mann, Richard Armitage, Jenny Slate, Carrie-Anne Moss, Tyler Perry, Alex Zahara",United States,"June 22, 2018",2016,89,"Stricken with seizures, psychosis and memory loss, a young New York Post reporter visits doctor after doctor in search of an elusive diagnosis.",Dramas
+s1077,Movie,Brampton's Own,Michael Doneger,"Alex Russell, Rose McIver, Jean Smart, Scott Porter, Kevin Linehan, Spencer Grammer, Carter Hastings, Riley Voelkel, John Getz",United States,"April 19, 2019",2018,90,"After 12 years in the minors, a struggling baseball player retires, returns home and faces the last person he struck out with – his ex-girlfriend.",Dramas
+s1078,Movie,Bratz: The Movie,Sean McNamara,"Logan Browning, Janel Parrish, Nathalia Ramos, Skyler Shaye, Chelsea Kane",United States,"June 29, 2020",2007,102,"When high school hierarchy divides four best friends into different cliques, the girls defy expectations and try to bring their groups together.",Children
+s1079,Movie,Brave Blue World: Racing to Solve Our Water Crisis,Tim Neeves,"Liam Neeson, Matt Damon, Jaden Smith",Canada,"October 21, 2020",2020,51,"From reuse to energy generation, new innovations across five continents are explored in this documentary about building a future for sustainable water.",Documentaries
+s1080,TV Show,Brave Miss World,Cecilia Peck,Linor Abargil,United States,"February 17, 2018",2013,1,"Weeks before being named Miss World, Linor Abargil was raped. She tells the world her inspiring true story in this Emmy-nominated documentary.",Crime TV
+s1081,Movie,Brave New Jersey,Jody Lambert,"Tony Hale, Anna Camp, Sam Jaeger, Heather Burns, Dan Bakkedahl, Raymond J. Barry, Erika Alexander, Mel Rodriguez, Evan Jonigkeit, Grace Kaufman",United States,"December 15, 2017",2016,92,Small-town residents mistake an Orson Welles radio broadcast for news about an alien invasion and are emboldened to act as they await an apocalypse.,Comedies
+s1082,Movie,Braven,Lin Oeding,"Jason Momoa, Garret Dillahunt, Jill Wagner, Stephen Lang, Sasha Rosoff, Sala Baker, Fraser Aitcheson, Teach Grant, Glenn Ennis, Todd Scott, Zahn McClarnon, Brendan Fletcher",Canada,"December 17, 2020",2018,94,A logger defends himself and his family from a group of murderous drug traffickers who have hidden a stash of heroin in his hunting cabin.,Action
+s1085,Movie,Break,Marc Fouchard,"Sabrina Ouazani, Kévin Mischel, Hassam Ghancy, Slimane, Maxime Pambet, Camille Japy, Christophe Reymond",France,"December 3, 2020",2018,96,"After a serious accident, Lucie tries to rediscover herself as a dancer and meets Vincent, a talented b-boy battling his own insecurities.",Comedies
+s1087,Movie,Break Ke Baad,Danish Aslam,"Imran Khan, Deepika Padukone, Shahana Goswami, Lillete Dubey, Sharmila Tagore, Navin Nischol, Parzan Dastur, Neelu Kohli, Ziyah Vastani, Yudhishtir Urs, Grady McGahan",India,"November 19, 2020",2010,108,Childhood friends Abhay and Aaliya experience plenty of obstacles in their paths as they find their way in the world and back to each other.,Comedies
+s1088,Movie,Break Up 100,Lawrence Cheng,"Ekin Cheng, Chrissie Chow, Ivana Wong, Jase Ho, Alex Lam, Wen Xin, Miriam Chin Wah Yeung, Eric Kot, Kar Lok Chin",Hong Kong,"December 1, 2018",2014,105,"After their 99th breakup, a career woman and her carefree partner open a cafe where customers can put up souvenirs of past relationships.",Comedies
+s1091,Movie,Breaking Free,Sridhar Rangayan,Sridhar Rangayan,India,"December 15, 2017",2015,81,One filmmaker’s quest to expose the human rights violations faced by India’s LGBTQ community was a project of passion seven years in the making.,Documentaries
+s1092,Movie,Breaking the Bank,Vadim Jean,"Kelsey Grammer, Tamsin Greig, John Michael Higgins, Mathew Horne, Pearce Quigley, Togo Igawa, Sonya Cassidy, Julie Dray, Danny Morgan, Andrew Sachs",United Kingdom,"January 1, 2020",2014,105,Bank chairman Charles Bunbury – who knows next to nothing about banking – fights to save both his company and his marriage from disaster.,Comedies
+s1094,Movie,Breath,Simon Baker,"Samson Coulter, Ben Spence, Simon Baker, Elizabeth Debicki, Richard Roxburgh, Rachael Blake, Jacek Koman",Australia,"December 5, 2018",2018,116,"In mid-1970s Australia, two small-town teenage boys befriend an enigmatic middle-aged surfer, who urges them to see the thrill in facing their fears.",Dramas
+s1097,Movie,Brian Regan: Nunchucks and Flamethrowers,Troy Miller,Brian Regan,United States,"November 21, 2017",2017,61,"Brian Regan takes relatable family humor to new heights as he talks board games, underwear elastic and looking for hot dogs in all the wrong places.",Stand-Up
+s1098,Movie,Brick,Rian Johnson,"Joseph Gordon-Levitt, Nora Zehetner, Lukas Haas, Noah Fleiss, Matt O'Leary, Emilie de Ravin, Noah Segan, Richard Roundtree, Meagan Good, Brian White",United States,"September 1, 2018",2005,110,Teenage loner Brendan Fry navigates his high school's intense social network to discover a killer's identity after his secret crush is murdered.,Independent Movies
+s1099,Movie,Bride For Rent,Mae Czarina Cruz,"Kim Chiu, Xian Lim, Empoy Marquez, Martin del Rosario, Pilita Corrales, Tirso Cruz III, Dennis Padilla, Matt Evans, Lloyd Zaragoza, Zeppi Borromeo",Philippines,"February 27, 2019",2014,110,"Rocco needs to hire a bride so he can access his trust fund. Rocky desperately needs a job. Their marriage starts out fake, but ends up as much more.",Comedies
+s1100,Movie,Bridezilla,Andibachtiar Yusuf,"Jessica Mila, Rio Dewanto, Sheila Dara, Rafael Tan, Widyawati, Aimee Saras, Rukman Rosadi, Lucinta Luna",Indonesia,"December 24, 2020",2019,94,"After failing to deliver for a demanding bride, a wedding planner makes a bold business move and throws the wedding of the year — for herself.",Comedies
+s1103,Movie,Bright,David Ayer,"Will Smith, Joel Edgerton, Noomi Rapace, Lucy Fry, Edgar Ramírez, Ike Barinholtz, Brad William Henke, Enrique Murciano, Happy Anderson, Kenneth Choi, Andrea Navedo, Dawn Olivieri",United States,"December 22, 2017",2017,118,"In an LA rife with interspecies tensions, a human cop and his orc partner stumble on a powerful object and become embroiled in a prophesied turf war.",Action
+s1105,Movie,Brij Mohan Amar Rahe,Nikhil Nagesh Bhat,"Arjun Mathur, Nidhi Singh, Manav Vij, Sheetal Thakur, Sunny Hinduja, Yogendra Tikku, Vijayant Kohli",India,"August 4, 2018",2018,100,Faking his death to escape the realities of his uneventful life worked out well for Brij Mohan – until he was sentenced to death for his own murder.,Comedies
+s1106,TV Show,"Bring It On, Ghost",Park Joon-hwa,"Taecyeon, Kim So-hyun, Kwon Yul, Kim Sang-ho, Kang Ki-young, Lee Da-wit, Kim Min-sang, Yun Seo-hyun",South Korea,"October 30, 2019",2016,1,A college student with psychic abilities takes in an amnesiac ghost as his roommate – who ends up helping him hunt down spooky spirits.,International TV
+s1107,Movie,Bring It On: Worldwide Showdown,Robert Adetuyi,"Cristine Prosperi, Jordan Rodrigues, Gia Re, Sophie Vavasseur, Sven Ruygrok, Stephan Lee Benson, Natalie Walsh, Vivica A. Fox",United States,"August 29, 2017",2017,95,"When cheerleading champs the Rebels are challenged by an edgy new squad, they take on teams from all over the world in a virtual cheer battle.",Comedies
+s1112,Movie,Brooklyn's Finest,Antoine Fuqua,"Richard Gere, Don Cheadle, Ethan Hawke, Wesley Snipes, Will Patton, Lili Taylor, Michael Kenneth Williams, Brían F. O'Byrne, Shannon Kane, Ellen Barkin, Vincent D'Onofrio, Logan Marshall-Green",United States,"October 1, 2018",2009,133,"Three cops find themselves hurtling toward the same crime scene on one fatal night in this tense, edge-of your-seat thriller.",Dramas
+s1113,Movie,Brother,Julien Abraham,"MHD, Darren Muselet, Aïssa Maïga, Jalil Lespert, Youssouf Gueye, Hiam Abbass, Lisette Malidor",France,"November 22, 2019",2019,97,"Thrust from a violent home into a brutal custody center, a teenager learns to navigate a tough new reality and forge unlikely alliances to survive.",Dramas
+s1114,Movie,Brother in Love,Onur Bilgetay,"Cem Gelinoğlu, Melis Babadag, Ege Kökenli, Müfit Kayacan, Lale Başar, Ali Erkazan, Özlem Çakar, Selen Domaç, Ferdi Sancar, Güven Hokna",Turkey,"October 4, 2019",2019,110,"A robbery leaves a proprietor penniless before his wedding, but becoming a son-in-law to a second family might be the financial solution he needs.",Comedies
+s1115,Movie,Brother's Shadow,Todd S. Yellin,"Scott Cohen, Judd Hirsch, Susan Floyd, Elliot Korte, Ruben Santiago-Hudson, James Murtaugh, Ato Essandoh, Toby Poser, Diane Kagan, John Di Benedetto, Jerry Matz, Lisa Emery",United States,"September 1, 2017",2006,90,"After serving time in jail, a disgraced son returns to the family business in New York, where he struggles to fill the shoes of his late twin brother.",Dramas
+s1117,Movie,Brotherhood of Blades II: The Infernal Battlefield,Lu Yang,"Chang Chen, Yang Mi, Zhang Yi, Lei Jiayin, Xin Zhilei, Shih Chieh King",China,"November 28, 2018",2017,120,"While tracking down a seditious painter, an imperial guard is accused of a royal assassination attempt and framed in a complicated conspiracy.",Action
+s1118,Movie,Brothers,Karan Malhotra,"Akshay Kumar, Sidharth Malhotra, Jackie Shroff, Jacqueline Fernandez, Shefali Shah, Kulbhushan Kharbanda, Rajendranath Zutshi, Ashutosh Rana",India,"April 1, 2020",2015,155,"After a troubled past with their alcoholic father, two estranged brothers prepare to face each other again as rivals in a street fighting tournament.",Action
+s1120,Movie,Bruno and Boots: Go Jump in the Pool,Vivieno Caldinelli,"Jonny Gray, Callan Potter, Peter Keleghan, Hannah Vandenbygaart, Kiana Madeira, Joshua Kilimnik, Drew Haytaoglu, Isiah Lea, Scott Thompson, Caroline Rhea",Canada,"June 24, 2017",2016,91,"To keep pal Boots from being sent to a rival school with better athletics, prankster Bruno leads an epic campaign to build a pool at Macdonald Hall.",Children
+s1121,Movie,Bruno and Boots: The Wizzle War,Vivieno Caldinelli,"Jonny Gray, Callan Potter, Matt Baram, Caroline Rhea, Kiana Madeira",Canada,"July 1, 2017",2017,90,"Fed up with weird dress codes and wacky punishments, the students of neighboring schools face off against two recently hired oddball authoritarians.",Children
+s1122,Movie,Bruno and Boots: This Can't Be Happening at Macdonald Hall,Vivieno Caldinelli,"Jonny Gray, Callan Potter, Peter Keleghan, Caroline Rhea",Canada,"June 24, 2017",2017,90,"The biggest troublemakers at Macdonald Hall are Bruno and Boots, who are caught and face an unthinkable punishment: separation into different dorms.",Children
+s1123,Movie,Bucket List,Tejas Prabha Vijay Deoskar,"Madhuri Dixit, Sumeet Raghvan, Renuka Shahane, Milind Pathak, Vandana Gupte, Pradeep Velankar, Shubha Khote, Resham Tipnis",India,"November 5, 2018",2018,129,"After getting a heart transplant, a 40-year-old homemaker in Pune makes the life-changing decision to complete the bucket list of her 20-year-old donor.",Dramas
+s1124,Movie,Budapest,Xavier Gens,"Manu Payet, Jonathan Cohen, Monsieur Poulpe, Alice Belaïdi, Alix Poisson",France,"March 1, 2019",2018,103,"Two best friends put their careers and marriages on the line when they launch a business hosting outrageous, anything-goes bachelor parties in Hungary.",Comedies
+s1127,Movie,Buddies,Marcelo Galvão,"Ariel Goldenberg, Rita Pokk, Breno Viola, Lima Duarte, Marco Luque, Daniel Torres, Monaliza Marchi, Amélia Bittencourt, Giulia de Souza Merigo, Deto Montenegro, Rui Unas",Brazil,"February 15, 2019",2012,103,"Inspired by the movie ""Thelma & Louise,"" three young people with Down syndrome leave the institution where they live to take a road trip together.",Comedies
+s1129,Movie,Buddy Thunderstruck: The Maybe Pile,Harry Chaskin,"Brian Atkinson, Ted Raimi, Harry Chaskin, Debi Derryberry, Philip Maurice Hayes, Leigh Kelly, J.D. Ryznar, Nick Shakoour, Ryan Wiesbrock, Clark Wiesbrock",United States,"July 14, 2017",2017,14,"Champion truck-racing dog Buddy and his best friend, ferret mechanic Darnell, paw through the ""maybe pile"" and test out a bunch of crazy stunts.",Uncategorized
+s1130,Movie,Budhia Singh: Born to Run,Soumendra Padhi,"Manoj Bajpayee, Mayur Mahendra Patole, Tillotama Shome, Shruti Marathe, Chhaya Kadam, Gajraj Rao",India,"July 5, 2020",2016,95,"In this thought-provoking biopic, an idealistic judo trainer adopts a boy from the slums and grooms him into the world's youngest marathon runner.",Dramas
+s1131,Movie,Buffalo Boys,Mike Wiluan,"Yoshua Sudarso, Ario Bayu, Pevita Pearce, Tio Pakusadewo, Reinout Bussemaker, Mikha Tambayong, Happy Salma, Alex Abbad, Zack Lee",Indonesia,"April 12, 2019",2018,103,Two Indonesian brothers learn the ways of the American cowboy before returning home to avenge the murder of their father.,Action
+s1133,Movie,Bulbbul,Anvita Dutt,"Tripti Dimri, Avinash Tiwary, Rahul Bose, Parambrata Chatterjee, Paoli Dam, Veera Kapur Ee",India,"June 24, 2020",2020,94,"A child bride grows up to be an enigmatic woman presiding over her household, harboring a painful past as supernatural murders of men plague her village.",Horror Movies
+s1134,Movie,Bulbul Can Sing,Rima Das,"Arnali Das, Manoranjan Das, Banita Thakuriya, Manabendra Das, Deepjyoti Kalita, Pakija Begum",India,"January 15, 2020",2018,95,"Exploring their sexual identities in the face of the patriarchal rules of their Assamese village, a teenager and her two friends are rocked by tragedy.",Dramas
+s1135,Movie,Bullet Head,"Paul Solet, Rick Benattar","Adrien Brody, John Malkovich, Rory Culkin, Antonio Banderas, Ori Pfeffer, Alexandra Dinu, Owen Davis, Deyan Petrov",Bulgaria,"March 7, 2018",2017,94,"After a daring heist, three fugitives lock themselves in a warehouse hoping to evade the police, but find a worse threat as they fight to stay alive.",International Movies
+s1136,Movie,Bulletproof 2,Don Michael Paul,"Faizon Love, Kirk Fox, Tony Todd, Pearl Thusi, Cassie Clare, Fiona Ramsey, Neels Clasen, Roxy Nel",United States,"January 9, 2020",2020,97,A special agent abruptly reunites with a criminal – once a former friend – when he attempts to use his identity to infiltrate and take down a cartel.,Action
+s1137,Movie,Bullitt County,David McCracken,"Mike C. Nelson, Jenni Melear, David McCracken, Napoleon Ryan, Dorothy Lyman, Richard Riehle",United States,"June 1, 2019",2018,98,"When four college friends reunite for a bachelor party, their hunt for cash said to be hidden in Kentucky's backwoods leads to bloodshed and betrayal.",Independent Movies
+s1142,Movie,Burlesque,Steve Antin,"Cher, Christina Aguilera, Alan Cumming, Eric Dane, Cam Gigandet, Julianne Hough, Peter Gallagher, Kristen Bell, Stanley Tucci, Dianna Agron",United States,"December 16, 2019",2010,119,"After leaving Iowa with stars in her eyes, Ali arrives at a Los Angeles burlesque lounge with dreams of taking the stage with her soaring voice.",Dramas
+s1144,Movie,Burn Out,Yann Gozlan,"Olivier Rabourdin, François Civil, Manon Azem, Samuel Jouy, Narcisse Mame, Naël Rabia, Sam Louwyck, Luc Schwarz, Mario Magalhaes, Marc-Antoine Duquenne",France,"March 15, 2019",2017,104,"When his son's mom runs afoul of Paris's criminal underworld, a thrill-seeking superbike racer begins moonlighting as a drug courier to clear her debt.",Action
+s1146,Movie,Burning,Lee Chang-dong,"Yoo Ah-in, Steven Yeun, Jun Jong-seo, Kim Soo-kyung, Moon Sung-keun, ChoI Seung-ho",South Korea,"April 29, 2019",2018,148,An aspiring writer goes to the airport to pick up a high school friend returning from a trip to Africa but is disheartened to see her with another man.,Dramas
+s1147,Movie,Burning Cane,Phillip Youmans,"Wendell Pierce, Karen Kaia Livers, Dominique McClellan, Braelyn Kelly, Emyri Crutchfield, Cynthia Capers, Erika Woods",United States,"November 6, 2019",2019,78,"A small-town Louisiana minister and one of his parishioners cope with grief, alcoholism and a crisis of faith in this dramatic character study.",Dramas
+s1148,Movie,Burning Sands,Gerard McMurray,"Trevor Jackson, Alfre Woodard, Trevante Rhodes, Steve Harris, DeRon Horton, Rotimi, Serayah, Tosin Cole, Malik Bazille, Octavius J. Johnson, Davyon St. Usaire, Mitchell Edwards, Nafessa Williams, Christian Robinson, Imani Hakim, Raquel Bianca John",United States,"March 10, 2017",2017,102,Promising student Zurich opens his eyes to some hard truths when his fraternity's violent hazing escalates into a disastrous hell night.,Dramas
+s1150,Movie,Bushwick,"Cary Murnion, Jonathan Milott","Dave Bautista, Brittany Snow, Angelic Zambrana, Jeremie Harris, Myra Lucretia Taylor, Arturo Castro, Christian Navarro",United States,"November 24, 2017",2017,94,"When their diverse neighborhood is besieged by a mysterious militia, a grad student and an ex-Marine become an unlikely team in a battle for survival.",Action
+s1152,Movie,Buster's Mal Heart,Sarah Adina Smith,"Rami Malek, DJ Qualls, Kate Lyn Sheil, Sukha Belle Potter, Toby Huss, Lin Shaye, Mark Kelly, Bruce Bundy, Teresa Yenque, Sandra Ellis Lafferty, Nicholas Pryor",United States,"August 26, 2017",2016,98,"On the run from authorities, a troubled man recalls the mysterious events – and the strange drifter – that inspired his unusual transformation.",Independent Movies
+s1153,Movie,Butterfield 8,Daniel Mann,"Elizabeth Taylor, Laurence Harvey, Eddie Fisher, Dina Merrill, Mildred Dunnock, Betty Field, Jeffrey Lynn, Susan Oliver",United States,"November 1, 2019",1960,108,"Elizabeth Taylor won an Oscar as Gloria Wandrous, a stylish call girl who yearns to go straight, especially after she thinks she's found Mr. Right.",Classic Movies
+s1154,Movie,BuyBust,Erik Matti,"Anne Curtis, Brandon Vera, Victor Neri, Arjo Atayde, Levi Ignacio, Alex Calleja, Lao Rodriguez, Joross Gamboa, Ricky Pascua, Nonie Buencamino",Philippines,"November 13, 2018",2018,128,"In a mazelike Manila slum, at war with incensed civilians and a brutal cartel, special agent Nina Manigan must fight her way through one fierce night.",Action
+s1155,Movie,Bwakaw,Jun Lana,"Eddie Garcia, Princess, Rez Cortez, Bibeth Orteza, Joey Paras, Allan Paule, Beverly Salviejo, Soxy Topacio, Armida Siguion-Reyna, Luz Valdez, Gardo Versoza",Philippines,"December 16, 2020",2012,110,"Gruff and alone, retiree Rene rejects most human contact but begins to soften when he comes to terms with his homosexuality.",Dramas
+s1156,Movie,By the Sea,Angelina Jolie,"Angelina Jolie, Brad Pitt, Mélanie Laurent, Melvil Poupaud, Niels Arestrup, Richard Bohringer",France,"February 16, 2020",2015,122,"Troubled by the state of their marriage, Vanessa and Roland visit a French seaside town, where they have a fateful encounter with a pair of newlyweds.",Dramas
+s1157,Movie,Bye Bye London,Almunsif Alsuwaisi,"Abdulhussain Abdulredah, Ghanem Al-Saleh, Mariam Al-Ghadban, Dawood Hussain, Entesar Alsharah, Mohamed Gaber",Kuwait,"May 21, 2020",1981,177,"In this satirical play, a wealthy Kuwaiti businessman travels to London for pleasure and encounters a host of eccentric characters.",Comedies
+s1158,Movie,Bygones Be Bygones,Hakan Algül,"Ata Demirer, Tuvana Türkay, Ülkü Duru, Salih Kalyon, Renan Bilek, Seda Güven, Toprak Sergen, Ali Yoğurtçuoğlu, Bedir Bedir, Gümeç Alpay Aslan",Turkey,"October 11, 2019",2017,104,A mother's plan to find her bachelor son a match derails when a new prospect turns up and sinister schemes unfold.,Comedies
+s1159,Movie,Bypass Road,Naman Nitin Mukesh,"Neil Nitin Mukesh, Adah Sharma, Rajit Kapoor, Gul Panag, Shama Sikander, Manish Chaudhary, Sudhanshu Pandey, Taher Shabbir",India,"March 15, 2020",2019,135,"On the night his ex-lover mysteriously dies, a top fashion designer has a serious accident, raising questions on whether the incidents are linked.",International Movies
+s1160,Movie,C Kkompany,Sachin Yardi,"Mahesh Bhatt, Mithun Chakraborty, G.K. Desai, Celina Jaitly, Karan Johar, Ekta Kapoor, Tusshar Kapoor, Anupam Kher, Ashok Pandit, Lalit Parashar, Raima Sen, Rajpal Yadav",India,"May 31, 2019",2008,127,"To blow off some steam, friends Akshay, Joshi and Lambodar, posing as a gang called C Kkompany, make a phony extortion demand to Joshi's apathetic son. The trio is shocked when their prank call makes them anonymous celebrities.",Action
+s1161,Movie,Cézanne et moi,Daniele Thompson,"Guillaume Canet, Guillaume Gallienne, Alice Pol, Déborah François, Sabine Azéma, Freya Mavor, Isabelle Candelier, Laurent Stocker",Belgium,"September 7, 2017",2016,114,"This historical drama explores the long and often volatile friendship of painter Paul Cézanne and writer Émile Zola, who first met as schoolboys.",Dramas
+s1162,Movie,Cabin Fever,Travis Zariwny,"Gage Golightly, Matthew Daddario, Samuel Davis, Nadine Crocker, Dustin Ingram, Randy Schulman",United States,"June 6, 2019",2016,98,"As a flesh-eating virus rips its way through a remote woodland cabin, the terrified teens vacationing inside wonder who'll fall victim next.",Horror Movies
+s1165,Movie,Cadaver,Jarand Herdal,"Gitte Witt, Thomas Gullestad, Thorbjørn Harr, Tuva Olivia Remman, Trine Wiggen, Maria Grazia Di Meo, Kingsford Siayor, Jonatan Rodriguez",Norway,"October 22, 2020",2020,87,"When a peculiar hotel dinner show draws crowds during a postapocalyptic famine, one family discovers they'll pay much more than the price of admission.",Horror Movies
+s1167,Movie,Cahaya Dari Timur Beta Maluku,Angga Dwimas Sasongko,"Chicco Jerikho, Abdurrahman Arif, Jajang C. Noer, Ridho Hafiedz, Leo Maitimu, Shafira Umm, Glenn Fredly, Aufa Assagaf, Burhanuddin Ohorella, Bebeto Leutually",Indonesia,"October 5, 2018",2014,151,"After witnessing a child’s death during a violent clash, a former soccer player launches a youth team to help local kids avoid further bloodshed.",Dramas
+s1168,Movie,Caida del Cielo,Néstor Sánchez Sotelo,"Muriel Santa Ana, Peto Menahem, Héctor Díaz, Sebastián Wainraich, Karina K., Hernán Jiménez, Fabián Forte, Verónica Intile",Argentina,"January 20, 2017",2016,78,"When Julia literally falls into Alejandro's backyard from her apartment above, it's just the jolt that's needed to nudge these two loners together.",Comedies
+s1170,Movie,Cairo Station,Youssef Chahine,"Farid Shawqy, Hind Rostom, Youssef Chahine, Hassan el Baroudi, Abdel Aziz Khalil, Naima Wasfy, Said Khalil, Abdel Ghani Nagdi",Egypt,"June 18, 2020",1958,73,A Cairo newsstand vendor's fantasies morph into a dangerous fixation with a lemonade seller as a serial killer begins terrorizing the city.,Classic Movies
+s1171,Movie,Cake,Asim Abbasi,"Aamina Sheikh, Sanam Saeed, Adnan Malik, Mohammad Ahmad, Beo Rana Zafar, Faris Khalid, Hira Hussain, Mikaal Zulfiqar",United Kingdom,"May 15, 2019",2018,125,"When their aging father’s illness reunites two sisters under one roof, new tensions arise between them as old wounds and hidden secrets surface.",Comedies
+s1172,Movie,Calendar Girls,Madhur Bhandarkar,"Akanksha Puri, Avani Modi, Kyra Dutt, Ruhi Singh, Satarupa Pyne, Mita Vashisht, Keith Sequeira, Deepak Wadhwa, Indraneil Sengupta, Vikram Sakhalkar",India,"October 15, 2017",2015,126,Five calendar models try to navigate the twists and turns thrown in their path by the seductive and ruthless world of glamour.,Dramas
+s1173,Movie,Calibre,Matt Palmer,"Jack Lowden, Martin McCann, Tony Curran, Ian Pirie, Cameron Jack",United Kingdom,"June 29, 2018",2018,101,Two lifelong friends on a hunting trip in Scotland find their nerves – and their morals – ruthlessly tested after a harrowing turn of events.,Dramas
+s1182,TV Show,Call the Midwife,Philippa Lowthorpe,"Vanessa Redgrave, Bryony Hannah, Helen George, Jenny Agutter, Pam Ferris, Laura Main, Judy Parfitt, Cliff Parisi, Stephen McGann, Ben Caplan, Miranda Hart, Jessica Raine, Max Macmillan, Victoria Yeates, Jack Ashton, Emerald Fennell, Linda Bassett",United Kingdom,"September 15, 2020",2020,9,This period drama set in impoverished East London in the 1950s follows a newly qualified midwife and her colleagues at a nursing convent.,British TV
+s1183,Movie,Calum von Moger: Unbroken,Vlad Yudin,Calum Von Moger,United States,"August 13, 2019",2019,93,"Bodybuilder and two-time Mr. Universe, Calum von Moger, reflects on his rise to fame and battle to come back from a debilitating injury.",Documentaries
+s1184,Movie,Cam,Daniel Goldhaber,"Madeline Brewer, Patch Darragh, Melora Walters, Devin Druid, Imani Hakim, Michael Dempsey, Flora Diaz, Samantha Robinson, Jessica Parker Kennedy, Quei Tann",United States,"November 16, 2018",2018,95,"After a look-alike takes over her account, a cam girl with a growing fan base sets out to identify the mysterious culprit and reclaim her own identity.",Horror Movies
+s1186,Movie,Camarón: The Film,Alexis Morante,Juan Diego,Spain,"July 18, 2018",2018,105,"This documentary looks back on the life of legendary flamenco singer Camarón, who went from humble roots to rock star status to a tragic early death.",Documentaries
+s1187,TV Show,Camelia la Texana,Carlos Bolado,"Sara Maldonado, Erik Hayser, Andrés Palacios, Dagoberto Gama, Luis Ernesto Franco, Arcelia Ramírez, Eréndira Ibarra",Mexico,"February 1, 2017",2014,1,"Inspired by the famous song ""Contrabando y Traición,"" Camelia, a beautiful girl from San Antonio, kills her lover and becomes a legendary drug runner.",Crime TV
+s1188,Movie,Camera Store,Scott Marshall Smith,"John Larroquette, John Rhys-Davies, Paul Ben-Victor, David James Elliott, Laura Silverman, Cheryl Ladd, Justin Lieberman, Maddie McCormick",United States,"August 20, 2017",2016,104,"With the digital revolution just around the corner, the employees of Bibideaux camera store strive to stay relevant amid unstoppable change.",Comedies
+s1189,Movie,Camp Cool Kids,Lisa Arnold,"Connor Rosen, Logan Shroyer, Michael Gross, Markie Post, Leigh-Allyn Baker, Juliocesar Chavez, Tyree Brown",United States,"January 1, 2018",2017,104,"A young boy attends summer camp, where he overcomes his fears, stands up to bullies and learns important lessons about faith and life.",Children
+s1191,Movie,Camp X-Ray,Peter Sattler,"Kristen Stewart, Peyman Moaadi, John Carroll Lynch, Lane Garrison, Joseph Julian Soria, Ser'Darius Blain, Cory Michael Smith, Julia Duffy",United States,"January 14, 2017",2014,117,"Fresh Army recruit Amy Cole is assigned to Guantanamo Bay's Camp X-Ray, where she forms a surprising bond with one of the prisoners in her charge.",Dramas
+s1195,Movie,Can't Hardly Wait,"Harry Elfont, Deborah Kaplan","Jennifer Love Hewitt, Ethan Embry, Charlie Korsmo, Lauren Ambrose, Peter Facinelli, Seth Green, Michelle Brookhurst, Alexander Martin, Erik Palladino, Channon Roe, Sean Patrick Thomas",United States,"January 1, 2021",1998,101,"At a wild high school graduation party, aspiring writer Preston hopes to declare his love to popular girl Amanda, who just got dumped by the class jock.",Comedies
+s1196,Movie,Can't Help Falling in Love,Mae Czarina Cruz,"Kathryn Bernardo, Daniel Padilla, Matteo Guidicelli, Zanjoe Marudo, Cherry Pie Picache, Lotlot De Leon, Dennis Padilla, Lito Pimentel, Joross Gamboa, Janus del Prado",Philippines,"February 27, 2019",2017,120,"Gab is eager to tie the knot with her handsome boyfriend, but there's a problem, and it's a doozy: She's already married to a total stranger.",Comedies
+s1197,Movie,Can’t Complain,Ahmed Nader Galal,"Ahmed Helmy, Menna Shalaby, Khaled El Sawy, Lotfy Labib",Egypt,"June 3, 2020",2007,114,"Raised by a father to fraudulently act as one person, three identical brothers end up pining for the same woman as one triplet seeks psychiatric help.",Comedies
+s1198,Movie,Candy Jar,Ben Shelton,"Christina Hendricks, Helen Hunt, Uzo Aduba, Sami Gayle, Jacob Latimore",United States,"April 27, 2018",2018,93,Dueling high school debate champs who are at odds on just about everything forge ahead with ambitious plans to get into the colleges of their dreams.,Children
+s1200,Movie,Candyflip,Shanawaz Nellikunnil,"Prashant Prakash, Kalki Koechlin, Prakash Raj, Gulshan Devaiah, Valeriya Polyanychko",India,"February 15, 2019",2017,104,"On the incandescent shores of Goa, a young man tumbles down a mind-bending – and soon dangerous – series of trips after taking hallucinatory drugs.",Dramas
+s1201,Movie,Candyman,Bernard Rose,"Virginia Madsen, Tony Todd, Xander Berkeley, Kasi Lemmons, Vanessa Williams, DeJuan Guy, Michael Culkin, Stanley DeSantis",United States,"October 1, 2019",1992,99,"Grad student Helen Lyle unintentionally summons the Candyman, a hook-handed creature made flesh by other people's belief in him.",Cult Movies
+s1206,Movie,Cappuccino,Noushad,"Dharmajan Bolgatty, Aneesh Menon, Sunil Sukhada, Anita Lukmance, Kottayam Pradeep, Natasha Doshi, Hareesh Perumanna, Sharanya, Vineeth Mohan, Sudhi Koppa",India,"July 1, 2018",2017,126,"Richi is a director of commercials whose computer memory drive is accidentally switched with that of Sneha, a woman he soon falls in love with.",Comedies
+s1208,Movie,Captain Underpants Mega Blissmas,"Erik Kling, Kevin Peaty","Nat Faxon, Jay Gragnani, Ramone Hamilton, Sean Astin, Dayci Brookshire, Jim Cummings, Jorge Diaz",United States,"December 4, 2020",2020,46,Christmas gets weird — really weird — after George and Harold go back in time to change up a few of their beloved holiday's traditions.,Children
+s1211,Movie,Carbon,Olivier Marchal,"Benoît Magimel, Gringe, Idir Chender, Laura Smet, Michaël Youn, Dani, Patrick Catalifo, Gérard Depardieu",France,"September 1, 2018",2017,104,"On the verge of losing his business, an entrepreneur launches a carbon tax scam that thrusts him into a web of criminals, intrigue and murder.",Dramas
+s1212,Movie,Cardboard Gangsters,Mark O'Connor,"John Connors, Fionn Walton, Kierston Wareing, Paul Alwright, Ryan Lincoln, Jimmy Smallhorne, Toni O'Rourke, Fionna Hewitt-Twamley, Stephen Clinch, Ciaran McCabe",Ireland,"September 15, 2018",2016,92,"A low-level drug dealer decides to move up the ranks of the illegal narcotics trade in Darndale, Dublin, putting him and his gang on a violent path.",Dramas
+s1216,Movie,Care of Kancharapalem,Maha Venkatesh,"Subba Rao Vepada, Radha Bessy, Kesava Karri, Nithyasri Goru, Karthik Rathnam, Praneetha Patnaik, Mohan Bhagath, Praveena Paruchuri",India,"September 6, 2019",2018,142,"From a schoolboy’s crush to a middle-aged bachelor’s office romance, four love stories spanning age, religion and status unfold in a small Indian town.",Comedies
+s1217,Movie,Caregiver,Chito S. Roño,"Sharon Cuneta, John Estrada, John Manalo, Rica Peralejo, Jhong Hilario, Saul Reichlin, Matthew Rutherford, Claire Jeater, Makisig Morales, Mickey Ferriols",Philippines,"March 5, 2019",2008,131,"Sarah leaves her son in the Philippines to reunite with her husband in London, where she struggles personally and professionally as a care-home worker.",Dramas
+s1218,Movie,Cargo,Arati Kadav,"Vikrant Massey, Shweta Tripathi, Nandu Madhav, Konkona Sen Sharma, Biswapati Sarkar, Ritwik Bhaumik, Prabal Panjabi, Hansal Mehta",India,"September 9, 2020",2020,113,"Aboard a spaceship where souls of the deceased are readied for reincarnation, a lone crew member’s rigid existence is disrupted by a spry new assistant.",Comedies
+s1219,Movie,Carlos Almaraz: Playing with Fire,"Elsa Flores Almaraz, Richard J Montoya","Edward James Olmos, Zach De La Rocha",United States,"October 1, 2020",2019,83,"Mixing archival footage with interviews, this film celebrates one of Los Angeles's most influential painters and Chicano art activists from the 1970s.",Documentaries
+s1220,Movie,Carlos Ballarta: El amor es de putos,"Jan Suter, Raúl Campos Delgado",Carlos Ballarta,Mexico,"November 21, 2016",2016,67,"Carlos Ballarta mocks daily life in Mexico, including public transit, the education system and the corn seller who betrays your confidence.",Stand-Up
+s1221,Movie,Carlos Ballarta: Furia Ñera,"Raúl Campos, Jan Suter",Carlos Ballarta,Mexico,"May 11, 2018",2018,63,Mexican comic Carlos Ballarta mocks himself and points out the absurdities of parenthood and how he uses his wife's pregnancies to avoid commitments.,Stand-Up
+s1224,Movie,Carmen Sandiego: To Steal or Not to Steal,Jos Humphrey,"Gina Rodriguez, Finn Wolfhard, Abby Trott, Michael Hawley, Liam O'Brien, Mary Elizabeth McGlynn, Toks Olagundoye, Sharon Muthu",Canada,"March 10, 2020",2020,82,"You drive the action in this interactive adventure, helping Carmen save Ivy and Zack when V.I.L.E. captures them during a heist in Shanghai.",Children
+s1225,Movie,Carol,Todd Haynes,"Cate Blanchett, Rooney Mara, Sarah Paulson, Kyle Chandler, Jake Lacy, John Magaro, Cory Michael Smith, Carrie Brownstein, Kevin Crowley, Nik Pajic",United Kingdom,"October 20, 2020",2015,119,"In the 1950s, a glamorous married woman and an aspiring photographer embark on a passionate, forbidden romance that will forever change their lives.",Dramas
+s1227,Movie,Carrie,Brian De Palma,"Sissy Spacek, Piper Laurie, Amy Irving, William Katt, John Travolta, Nancy Allen, Betty Buckley, P.J. Soles, Priscilla Pointer, Sydney Lassick, Stefan Gierasch, Michael Talbott, Doug Cox, Harry Gold, Noelle North",United States,"June 1, 2019",1976,98,"An outcast teen with telekinetic ability lashes out with her deadly power when the high school ""in crowd"" torments her with a sick joke at the prom.",Classic Movies
+s1228,Movie,Carrie Pilby,Susan Johnson,"Bel Powley, Nathan Lane, Vanessa Bayer, Gabriel Byrne, Jason Ritter, Colin O'Donoghue, William Moseley, Desmin Borges",United States,"September 5, 2017",2016,98,"A socially awkward 19-year-old genius makes big plans to step out of her shell and make a friend, get a job and – maybe – even go on a date.",Comedies
+s1229,Movie,Carriers,"Àlex Pastor, David Pastor","Lou Taylor Pucci, Chris Pine, Piper Perabo, Emily VanCamp, Christopher Meloni, Kiernan Shipka, Ron McClary, Mark Moses",United States,"November 20, 2019",2009,85,"As a lethal virus spreads globally, four friends seek a reputed plague-free haven. But while avoiding the infected, the travelers turn on one another.",Horror Movies
+s1230,Movie,Casa de mi Padre,Matt Piedmont,"Will Ferrell, Gael García Bernal, Diego Luna, Genesis Rodriguez, Pedro Armendáriz Jr., Nick Offerman, Efren Ramirez, Adrian Martinez",United States,"November 14, 2012",2012,84,Will Ferrell stars as a Spanish-speaking cowboy in this comedy about a Mexican clan trying to rescue their ranch from greedy creditors.,Comedies
+s1233,Movie,Case 39,Christian Alvart,"Renée Zellweger, Jodelle Ferland, Ian McShane, Bradley Cooper, Callum Keith Rennie, Adrian Lester, Kerry O'Malley, Cynthia Stevenson, Alexander Conti, Philip Cabrita",United States,"January 1, 2021",2009,111,A naïve social worker brings a 10-year-old child into her home to rescue the girl from abusive parents – only to learn that she isn't what she seems.,Horror Movies
+s1235,Movie,Casino Royale,Martin Campbell,"Daniel Craig, Judi Dench, Eva Green, Jeffrey Wright, Mads Mikkelsen, Giancarlo Giannini",United Kingdom,"August 31, 2020",2006,145,"Daniel Craig makes his debut as the newly minted agent 007, who's pitted against an infamous financier of global terrorism – at the poker table.",Action
+s1236,Movie,Casino Tycoon,Wong Jing,Wong Jing,Hong Kong,"August 1, 2018",1992,125,"When Japanese troops invade Hong Kong, young Benny Ho flees to Macau and rises to the top of the city's casino business with pluck, diligence and wit.",Action
+s1237,Movie,Casino Tycoon 2,Wong Jing,Dennis Chan,Hong Kong,"August 16, 2018",1992,108,Casino mogul Benny Ho wields enormous power. But a feud with his former partner and a massive fraud scheme soon threaten his family and his empire.,Action
+s1242,Movie,Cat on a Hot Tin Roof,Richard Brooks,"Elizabeth Taylor, Paul Newman, Burl Ives, Jack Carson, Judith Anderson, Madeleine Sherwood, Larry Gates, Vaughn Taylor",United States,"November 1, 2019",1958,108,"Members of a Southern clan scramble to curry favor with a dying, wealthy patriarch in this adaptation of Tennessee Williams's sizzling stage drama.",Classic Movies
+s1243,Movie,Catch Me If You Can,Steven Spielberg,"Leonardo DiCaprio, Tom Hanks, Christopher Walken, Martin Sheen, Nathalie Baye, Amy Adams, James Brolin, Brian Howe, Frank John Hughes, Steve Eastin",United States,"January 1, 2021",2002,141,"An FBI agent makes it his mission to put cunning con man Frank Abagnale Jr. behind bars. But Frank not only eludes capture, he revels in the pursuit.",Dramas
+s1244,Movie,Catching Feelings,Kagiso Lediga,"Kagiso Lediga, Pearl Thusi, Akin Omotoso, Andrew Buckland",South Africa,"May 18, 2018",2018,117,"Amid growing tensions in their marriage, a Johannesburg professor and his journalist wife find their lives upended by a famous, hard-partying author.",Comedies
+s1246,Movie,Catfight,Onur Tukel,"Sandra Oh, Anne Heche, Alicia Silverstone, Amy Hill, Myra Lucretia Taylor, Ariel Kavoussi, Damian Young, Stephen Gevedon, Giullian Yao Gioiello, Tituss Burgess",United States,"June 1, 2017",2016,96,Two college frenemies whose lives aren't what they hoped meet up decades later and escalate their resentments from verbal jabs to bloody brawls.,Comedies
+s1248,Movie,Cats & Dogs: The Revenge of Kitty Galore,Brad Peyton,"James Marsden, Nick Nolte, Christina Applegate, Katt Williams, Bette Midler, Neil Patrick Harris, Sean Hayes, Wallace Shawn, Roger Moore, Joe Pantoliano, Michael Clarke Duncan, Chris O'Donnell, Jack McBrayer, Kiernan Shipka",United States,"February 1, 2019",2010,82,Cats and dogs must set aside their differences and merge animal instincts when Kitty Galore decides to claw her way to global domination.,Children
+s1251,Movie,Cave,Henrik Martin Dahlsbakken,"Heidi Toini, Benjamin Helstad, Mads Sjogard Pettersen, Ingar Helge Gimle",Norway,"June 15, 2017",2016,77,"Torn between old camaraderie and recent tensions, three ex-soldiers reunite to explore a deadly cave but soon discover terror beyond all expectations.",Action
+s1252,Movie,Cedric the Entertainer: Live from the Ville,Troy Miller,Cedric the Entertainer,United States,"September 16, 2016",2016,60,"Donning his signature suit and fedora, the dapper comic offers a unique spin on getting old, the presidential election and ""Honky Tonk Badonkadonk.""",Stand-Up
+s1255,Movie,Celluloid Man,Shivendra Singh Dungarpur,P.K. Nair,India,"April 1, 2017",2012,156,"This documentary chronicles the philosophy and life's work of archivist P.K. Nair, who made a mission of preserving Indian cinema’s rich history.",Documentaries
+s1256,Movie,Cemara's Family,Yandy Laurens,"Ringgo Agus Rahman, Nirina Zubir, Zara JKT48, Widuri Puteri, Ariyo Wahab, Asri Welas, Abdurrahman Arif, Kafin Sulthan",Indonesia,"December 24, 2020",2018,110,"After bankruptcy, Abah and Emak must adapt to a new life with their children in a remote village.",Children
+s1257,Movie,Center Stage,Nicholas Hytner,"Amanda Schull, Zoe Saldana, Susan May Pratt, Peter Gallagher, Donna Murphy, Debra Monk, Ethan Stiefel, Sascha Radetsky, Julie Kent, Ilia Kulik",United States,"January 1, 2020",2000,116,"Vying for a spot in the American Ballet Company, 12 dance students are ready to push their bodies and minds to the limit to realize their dreams.",Dramas
+s1258,Movie,Chaahat,Mahesh Bhatt,"Naseeruddin Shah, Shah Rukh Khan, Pooja Bhatt, Anupam Kher, Ramya Krishnan, Avtar Gill, Mushtaq Khan",India,"May 1, 2017",1996,148,A vulnerable singer is forced to choose between the girl he loves and another who has developed an unhealthy obsession with him.,Dramas
+s1259,Movie,Chaar Sahibzaade,Harry Baweja,Om Puri,India,"November 1, 2018",2014,126,"With a horde of enemy invaders bearing down, four sons of an illustrious Sikh guru lead a tiny but valiant army into a desperate fight for freedom.",Dramas
+s1261,Movie,Chal Bhaag,Prakash Balwant Saini,"Deepak Dobriyal, Tarun Bajaj, Keeya Khanna, Varun Mehra, Sanjay Mishra, Yashpal Sharma, Mukesh Tiwari, Atul Srivastava, Manish Khanna, Kunwar Aziz",India,"December 1, 2018",2014,110,Three petty criminals find themselves in a pickle when police wrongly charge them with the murder of an important politician.,Comedies
+s1262,Movie,Chal Dhar Pakad,Aatmaram Dharne,Nagesh Bhonsle,India,"March 15, 2018",2010,129,"After her fat-shaming husband brings home a new lover, a wife in Maharashtra recruits a group of women to challenge him in a kabaddi match.",Comedies
+s1263,Movie,Chal Mere Bhai,David Dhawan,"Sanjay Dutt, Salman Khan, Karisma Kapoor, Dalip Tahil, Sushma Seth, Shakti Kapoor, Nagma, Sonali Bendre, Twinkle Khanna, Ravi Baswani",India,"December 31, 2019",2000,132,"When a secretary saves her tycoon boss's life, his family hears wedding bells. Problem is, she's already in love – with his younger brother.",Comedies
+s1264,Movie,Chalay Thay Saath,Umer Adil,"Syra Shehroz, Kent S. Leung, Osama Tahir, Mansha Pasha, Zhalay Sharhadi, Faris Khalid, Behroze Sabzwari, Shamim Hilaly",Pakistan,"May 15, 2018",2017,118,Beautiful and adventurous doctor Resham meets a handsome Chinese backpacker named Adam while traveling with friends on a journey of self-discovery.,Comedies
+s1266,Movie,Chalte Chalte,Aziz Mirza,"Shah Rukh Khan, Rani Mukerji, Jas Arora, Satish Shah, Rajiv Verma, Lillete Dubey, Jayshree T., Johny Lever",India,"July 1, 2018",2003,166,"Priya and Raj are polar opposites. Raj is brash and earthy, while Pirya is sophisticated and something of a perfectionist in all she does. They really are like oil and water, but nonetheless, they dare to fall in love.",Dramas
+s1267,Movie,Chaman Bahaar,Apurva Dhar Badgaiyann,"Jitendra Kumar, Ritika Badiani, Yogendra Tikku, Bhuvan Arora, Alam Khan, Dhirendra Tiwari, Ashwani Kumar, Bhagwan Tiwari",India,"June 19, 2020",2020,112,"A local shop becomes a hub for young men taken with the new neighbor. But as business booms, it may leave the equally smitten storeowner heartbroken.",Comedies
+s1268,Movie,Chamatkar,Rajiv Mehra,"Shah Rukh Khan, Naseeruddin Shah, Urmila Matondkar, Malvika Tiwari, Shammi Kapoor, Deven Verma, Tinnu Anand, Anjana Mumtaz, Anjan Srivastav, Rakesh Bedi",India,"May 15, 2017",1992,164,"A village schoolteacher and the ghost of a murdered man, who were both betrayed by those closest to them, join forces to help each other.",Comedies
+s1270,Movie,Chameli,Sudhir Mishra,"Kareena Kapoor, Rahul Bose, Rinke Khanna, Yashpal Sharma, Makrand Deshpande, Kabir Sadanand, Pankaj Jha",India,"February 15, 2019",2004,102,"While taking shelter from a Mumbai monsoon, an investment banker forms an unlikely connection with a naïve prostitute over the course of the night.",Dramas
+s1272,Movie,Chance Pe Dance,Ken Ghosh,"Shahid Kapoor, Genelia D'Souza, Mohnish Bahl, Satish Shah, Parikshat Sahni, Vikas Bhalla, Kurush Deboo, Zain Khan",India,"November 1, 2018",2010,121,"Having risen from humble beginnings, an ambitious young man sets his sights on winning a major dance competition that could catapult him to fame.",Comedies
+s1273,Movie,Chandani: The Daughter of the Elephant Whisperer,Arne Birkenstock,K.G. Chandani Renuka Ratnayake,Germany,"March 1, 2017",2010,87,A girl who wants to be an elephant driver like her father is given the chance to raise a calf and becomes even more determined when it's taken away.,Documentaries
+s1274,Movie,Change in the Air,Dianne Dreyer,"Mary Beth Hurt, Rachel Brosnahan, Aidan Quinn, Olympia Dukakis, M. Emmet Walsh, Peter Gerety, Macy Gray, Satya Bhabha",United States,"March 1, 2020",2018,95,"When a secretive woman breezes into a quiet town, her subdued neighbors get swept up in curiosity over her ethereal presence.",Dramas
+s1275,Movie,Chaotic Love Poems,Garin Nugroho,"Chicco Jerikho, Pevita Pearce",Indonesia,"January 5, 2019",2016,86,"Spanning the 1970s, ‘80s and ‘90s, this lyrical love story of two childhood neighbors plays out amidst a rapidly evolving Indonesia.",Dramas
+s1276,Movie,Chappaquiddick,John Curran,"Jason Clarke, Kate Mara, Ed Helms, Bruce Dern, Jim Gaffigan, Olivia Thirlby, Clancy Brown, Taylor Nichols, John Fiore",United States,"October 1, 2018",2017,106,Senator Ted Kennedy watches his future unravel in the wake of an infamous car crash as family and allies vie to protect his reputation.,Dramas
+s1277,Movie,Chappie,Neill Blomkamp,"Sharlto Copley, Hugh Jackman, Sigourney Weaver, Dev Patel, Ninja, Yo-Landi Visser, Jose Pablo Cantillo, Brandon Auret, Johnny Selema, Maurice Carpede",South Africa,"January 1, 2019",2015,121,"In a futuristic society where a robot police force keeps crime at bay, a lone droid gains the power of artificial intelligence.",Action
+s1280,Movie,Charlie and the Chocolate Factory,Tim Burton,"Johnny Depp, Freddie Highmore, David Kelly, Helena Bonham Carter, Noah Taylor, Missi Pyle, James Fox, Deep Roy, Christopher Lee, Adam Godley, AnnaSophia Robb, Julia Winter, Jordan Fry, Philip Wiegratz",United Kingdom,"January 1, 2020",2005,115,The eccentric Willy Wonka opens the doors of his candy factory to five lucky kids who learn the secrets behind his amazing confections.,Children
+s1281,Movie,Charlie's Angels,McG,"Cameron Diaz, Drew Barrymore, Lucy Liu, Bill Murray, Sam Rockwell, Kelly Lynch, Tim Curry, Crispin Glover, Matt LeBlanc, LL Cool J, Tom Green, Luke Wilson",United States,"October 1, 2019",2000,98,"Three beauties use their looks, charm and martial-arts training to kick butt on the trail of stolen software in this reboot of the classic TV series.",Action
+s1282,Movie,Charlie's Angels: Full Throttle,McG,"Cameron Diaz, Drew Barrymore, Lucy Liu, Bernie Mac, Crispin Glover, Justin Theroux, Robert Patrick, Demi Moore, Rodrigo Santoro, Shia LaBeouf, Matt LeBlanc, Luke Wilson, John Cleese",United States,"October 1, 2019",2003,106,"In this reboot of the TV classic, the Angels are tasked with finding lost rings encoded with the personal information of people in witness protection.",Action
+s1284,Movie,Charlotte's Web,"Charles A. Nichols, Iwao Takamoto","Debbie Reynolds, Charles Nelson Reilly, Paul Lynde, Henry Gibson, Rex Allen, Danny Bonaduce, Pamelyn Ferdin, Don Messick, Agnes Moorehead, Martha Scott, John Stephenson, Herb Vigran, Dave Madden",United States,"November 23, 2019",1973,94,"Follow the adventures of Wilbur the pig, Templeton the rat and Charlotte the spider in this animated musical version of E.B. White's timeless story.",Children
+s1286,Movie,Charming,Ross Venokur,"Wilmer Valderrama, Demi Lovato, Sia, Nia Vardalos, Ashley Tisdale, Avril Lavigne, G.E.M., John Cleese, Chris Harrison, Dee Bradley Baker, Carlos Alazraqui",Canada,"January 8, 2021",2021,85,"On the eve of his 21st birthday, an adored prince must find his one, true soulmate before a spell takes away all love from his kingdom.",Children
+s1287,Movie,Chashme Baddoor,David Dhawan,"Rishi Kapoor, Ali Zafar, Taapsee Pannu, Siddharth, Divyendu Sharma, Anupam Kher, Bharati Achrekar, Lillete Dubey, Ayaz Khan",India,"July 5, 2020",2013,121,"When pretty new neighbor Seema falls for their shy roommate Sid, jealous womanizers Omi and Jai plot to break up the new lovebirds.",Comedies
+s1288,Movie,Chashme Buddoor,David Dhawan,"Ali Zafar, Siddharth, Divyendu Sharma, Tapsee Pannu, Rishi Kapoor, Anupam Kher, Bharati Achrekar, Varun Dhawan, Lillete Dubey, Ayaz Khan, Ashish Verma",India,"May 1, 2017",2013,121,"When pretty new neighbor Seema falls for their shy roommate Sid, jealous womanizers Omi and Jai plot to break up the new lovebirds.",Comedies
+s1289,Movie,Chasing Amy,Kevin Smith,"Ben Affleck, Joey Lauren Adams, Jason Lee, Dwight Ewell, Jason Mewes, Kevin Smith",United States,"January 1, 2020",1997,113,"Comic book artist Holden meets the perfect woman, only to learn that she's a lesbian. But that doesn't stop him from falling in love with her.",Comedies
+s1293,Movie,Chasing the Dragon,"Wong Jing, Jason Kwan","Donnie Yen, Andy Lau, Philip Keung, Kent Cheng, Wilfred Lau, Ken Tong, Yu Kang",Hong Kong,"April 19, 2018",2017,129,"In corrupt, British-colonized Hong Kong, a mainland Chinese immigrant rises to the top of the city's drug underworld with the help of a notorious cop.",Action
+s1294,Movie,Chasing Trane,John Scheinfeld,"Denzel Washington, Bill Clinton, Ravi Coltrane, Common, Benny Golson, Jimmy Heath, Wynton Marsalis, Sonny Rollins, Carlos Santana, Cornel West",United States,"November 13, 2017",2016,99,"Featuring interviews, insights and archival footage, this documentary aims to reveal how historical events shaped the music of John Coltrane.",Documentaries
+s1295,Movie,Chatô: The King of Brazil,Guilherme Fontes,"Marco Ricca, Andrea Beltrão, Letícia Sabatella, Leandra Leal, Gabriel Braga Nunes, Paulo Betti, Marcos Oliveira, Eliane Giardini",Brazil,"October 1, 2016",2015,105,"The romanticized life of media mogul Assis Chateaubriand depicts him as the star of a televised trial, where his passions and achievements are judged.",Dramas
+s1296,Movie,Chauthi Koot,Gurvinder Singh,"Suvinder Vikky, Rajbir Kaur, Gurpreet Kaur Bhangu, Taranjit Singh, Harleen Kaur, Kanwaljeet Singh, Harnek Aulakh, Tejpal Singh, Gulshan Saggi",India,"February 1, 2017",2015,116,Related tales of a family seeking refuge and two men on a train to Amritsar evoke the dreadful unease surrounding Hindu-Sikh tensions in 1980s Punjab.,Dramas
+s1302,TV Show,Cheese in the Trap,Lee Yoon-jung,"Park Hae-Jin, Kim Go-eun, Seo Kang-jun, Lee Sung-kyoung, Nam Joo-hyuk, Park Min-ji, Hwang Seog-jeong, Son Byung-ho, Ahn Kil-kang",South Korea,"October 1, 2019",2016,1,"In this adaptation of a popular webtoon, a poor student trying to navigate college life gains the attention of a wealthy upperclassman with a dark side.",International TV
+s1303,Movie,Chef,Jon Favreau,"Jon Favreau, Sofía Vergara, John Leguizamo, Scarlett Johansson, Dustin Hoffman, Oliver Platt, Bobby Cannavale, Amy Sedaris, Robert Downey Jr., Emjay Anthony, Russell Peters",United States,"December 1, 2020",2014,115,"After igniting a Twitter war with a well-known culinary critic, a Los Angeles chef packs his knives, heads home to Miami and opens a food truck.",Comedies
+s1310,Movie,Chelsea Handler: Uganda Be Kidding Me Live,James Yukich,Chelsea Handler,United States,"October 10, 2014",2014,71,"In her first Netflix stand-up comedy special, Chelsea Handler recounts her African adventures (and provides hilarious photographic evidence).",Stand-Up
+s1311,Movie,Chelsea Peretti: One of the Greats,Lance Bangs,Chelsea Peretti,United States,"November 14, 2014",2014,75,"""Brooklyn Nine-Nine"" star Chelsea Peretti showcases her diverse talents in this dark yet silly reimagining of the comedy special.",Stand-Up
+s1312,Movie,Chennai Express,Rohit Shetty,"Shah Rukh Khan, Deepika Padukone, Nikitin Dheer, Satyaraj, Kamini Kaushal, Lekh Tandon, Mukesh Tiwari",India,"August 31, 2018",2013,135,What could have been a sad journey turns joyful for Rahul when he falls in love with a woman en route to submerging his grandfather's ashes.,Action
+s1313,Movie,Chernobyl Diaries,Bradley Parker,"Ingrid Bolsø Berdal, Dimitri Diatchenko, Olivia Taylor Dudley, Devin Kelley, Jesse McCartney, Nathan Phillips, Jonathan Sadowski, Alex Feldman, Kristof Konrad, Pasha D. Lychnikoff",United States,"August 1, 2018",2012,88,"A group of kids takes an illegal tour through an abandoned city near Chernobyl, where mysterious humanoid forms begin to haunt their steps...",Horror Movies
+s1318,Movie,Chhota Bheem and the Curse of Damyaan,Rajiv Chilaka,"Kaustav Ghosh, Jigna Bhardwaj, Chutki, Rajesh Kava, Mausam, Guru Shambu, Arun Shekar, Julie Tejwani, Anamaya Verma",India,"April 1, 2020",2012,87,An evil demon who traded his freedom for immortality lures Chhota Bheem and his friends to the city of Sonapur with tales of hidden treasure.,Children
+s1323,Movie,Chhota Bheem Kungfu Dhamaka,"Rajiv Chilaka, Binayak Das","Sonal Kaushal, Rupa Bhimani, Jigna Bharadhwaj, Sabina Malik, Julie Tejwani, Rajesh Kava, Vaibhav Thakkar, Samriddhi Shuklaa, Aditya Raj Sharma, Vinod Kulkarni",India,"August 15, 2019",2019,112,Chhota Bheem is in China for a martial arts competition but his real challenge: to save the emperor’s daughter from being kidnapped by the villain Zuhu!,Children
+s1325,Movie,Chicken Kokkachi,Anuranjan Premji,"Anuranjan Premji, Indrans, Dharmajan Bolgatty, Sudhi Koppa, Bijukuttan, Neha Rathanakaran, Prasanth",India,"July 1, 2018",2017,113,"In the wake of his sister's marriage, a young middle-class man leaves his village and learns that supporting one's self is easier said than done.",Comedies
+s1326,Movie,Chicken Little,Mark Dindal,"Zach Braff, Joan Cusack, Patrick Stewart, Steve Zahn, Catherine O'Hara, Harry Shearer, Adam West, Don Knotts, Amy Sedaris, Garry Marshall, Patrick Warburton, Fred Willard, Wallace Shawn",United States,"March 16, 2016",2005,82,No one believes Chicken Little when he tries to warn of an alien invasion – so it's up to him and his misfit friends to save the world!,Children
+s1330,Movie,Chief Daddy,Niyi Akinmolayan,"Taiwo Obileye, Joke Silva, Falz The Bahd Guy, Dakore Akande, Funke Akindele, Zainab Balogun, Shaffy Bello, Ini Edo, Linda Ihuoma-Suleiman, Mawuli Gavor, Richard Mofe-Damijo, Rachael Oniga, Nkem Owoh, Patience Ozokwor",Nigeria,"March 15, 2019",2018,98,"When a wealthy patriarch unexpectedly drops dead, his money-crazed family, friends and staff scramble for his billionaire fortune.",Comedies
+s1332,Movie,Child's Play,Tom Holland,"Catherine Hicks, Alex Vincent, Brad Dourif, Chris Sarandon, Dinah Manoff, Tommy Swerdlow, Jack Colvin, Neil Giuntoli, Juan Ramírez, Alan Wilder",United States,"December 31, 2019",1988,87,"When a rash of murders unfolds, 6-year-old Andy knows that his toy doll Chucky is the killer, but neither his mom nor the cops believe him.",Cult Movies
+s1335,Movie,Children of the Sea,Ayumu Watanabe,"Mana Ashida, Hiiro Ishibashi, Seishu Uragami, Win Morisaki, Goro Inagaki, Yu Aoi, Toru Watanabe, Min Tanaka, Sumiko Fuji",Japan,"September 1, 2020",2019,112,"Ruka spends her summer at the aquarium, where she’s drawn into an enigmatic aquatic event alongside two mysterious boys raised in the ocean.",Anime Features
+s1338,Movie,Chillar Party,"Vikas Bahl, Nitesh Tiwari","Irfan Khan, Raju, Sanath Menon, Rohan Grover, Naman Jain, Aarav Khanna, Vishesh Tiwari, Chinmai Chandranshuh, Vedant Desai, Shriya Sharma, Divji Handa",India,"August 2, 2018",2011,127,"Eight feisty boys befriend young drifter Fatka. When a mean politician threatens Fatka's way of life, the boys band together in honor of their pal.",Children
+s1340,Movie,China Salesman,Tan Bing,"Li Dong Xue, Mike Tyson, Steven Seagal, Janicke Askevold, Li Ai, Eriq Ebouaney, Clovis Fouin, Wang Zijian",China,"September 24, 2018",2017,111,A Chinese engineer travels to a war-torn African country to rebuild its telecommunications but instead finds massive corruption and explosive danger.,Action
+s1343,Movie,Chippa,Safdar Rahman,"Sunny Pawar, Chandan Roy Sanyal, Gautam Sarkar, Sumeet Thakur, Mala Mukherjee, Masood Akhtar, Veer Rajwant Singh, Joyraj Bhattacharya",India,"June 1, 2020",2020,92,"At midnight on his 10th birthday, a boy scours the lesser-known Kolkata streets in search of a father he’s never met, carrying a letter he can’t read.",Comedies
+s1344,Movie,Chittagong,Bedabrata Pain,"Manoj Bajpayee, Barry John, Delzad Hiwale, Vega Tamotia, Nawazuddin Siddiqui, Rajkummar Rao, Jaideep Ahlawat, Vijay Varma, Dibyendu Bhattacharya",United States,"January 1, 2018",2012,105,"In the turbulent 1930s of British colonial India, a teenager joins a ragtag army of schoolboys determined to overthrow their foreign conquerors.",Dramas
+s1345,Movie,Chitty Chitty Bang Bang,Ken Hughes,"Dick Van Dyke, Sally Ann Howes, Lionel Jeffries, Gert Fröbe, Anna Quayle, Benny Hill, James Robertson Justice, Robert Helpmann, Heather Ripley, Adrian Hall, Barbara Windsor, Davy Kaye, Alexander Doré, Bernard Spear, Stanley Unwin",United Kingdom,"January 1, 2020",1968,146,"Quirky inventor Caractacus Potts and his family travel in their magical flying car to Vulgaria, a kingdom strangely devoid of children.",Children
+s1346,Movie,Chloe,Atom Egoyan,"Julianne Moore, Liam Neeson, Amanda Seyfried, Max Thieriot, R.H. Thomson, Nina Dobrev, Laura de Carteret, Mishu Vellani",United States,"January 1, 2020",2009,96,"Suspecting her husband of infidelity, Catherine hires sexy Chloe to test his faithfulness. Soon, the relationships between all three intensify.",Independent Movies
+s1348,Movie,Chocolate City: Vegas Strip,Jean-Claude La Marre,"Robert Ri'chard, Darrin Dewitt Henson, Ginuwine, Gilbert Saldivar, Keith Carlos, Michael Bolwaire, Willie Taylor, Michael Jai White, Vivica A. Fox, Mekhi Phifer",United States,"August 12, 2017",2017,90,"The exotic dancers from Chocolate City get back together for a trip to Las Vegas and a chance at $500,000 in prize money.",Dramas
+s1349,Movie,Choked: Paisa Bolta Hai,Anurag Kashyap,"Saiyami Kher, Roshan Mathew, Amruta Subhash, Upendra Limaye, Tushar Dalvi, Rajshri Deshpande, Vaisnavi RP, Uday Nene, Parthveer Shukla, Sanjay Bhatia, Aditya Kumar, Milind Pathak",India,"June 5, 2020",2020,114,A bank employee weighed down by her jobless husband's debts — and her own broken dreams — finds a secret source of seemingly unlimited cash in her home.,Dramas
+s1350,Movie,Chopsticks,Sachin Yardi,"Abhay Deol, Mithila Palkar, Vijay Raaz",India,"May 31, 2019",2019,101,A gifted but insecure woman embarks on a transformative journey when she enlists an enigmatic con man to recover her stolen car from an eccentric thug.,Comedies
+s1352,Movie,Chris Brown: Welcome to My Life,Andrew Sandler,Chris Brown,United States,"October 7, 2017",2017,80,"Featuring interviews, concert footage and behind-the-scenes access, this documentary delivers fans an all-access look at the life of Chris Brown.",Documentaries
+s1353,Movie,Chris D'Elia: Incorrigible,Bill D'Elia,Chris D'Elia,United States,"April 17, 2015",2015,84,Stand-up comedian Chris D'Elia covers everything from how to improve the NFL to why dating is evil and that babies should grow up before they're born.,Stand-Up
+s1354,Movie,Chris D'Elia: Man on Fire,Bill D'Elia,Chris D'Elia,United States,"June 27, 2017",2017,66,"Unbridled comic Chris D'Elia reconsiders his approach to major life events like marriage, not having kids and buying pants for your friends.",Stand-Up
+s1355,Movie,Chris D'Elia: No Pain,Matt D'Elia,Chris D'Elia,United States,"April 14, 2020",2020,55,Chris D'Elia takes the stage in Minneapolis to offer his thoughts on everything from self-censorship to problematic dolphins to lame mutant powers.,Stand-Up
+s1357,Movie,Chris Rock: Tamborine,Bo Burnham,Chris Rock,United States,"February 14, 2018",2018,65,"Chris Rock takes the stage in Brooklyn for a comedy special filled with searing observations on fatherhood, infidelity and American politics.",Stand-Up
+s1358,Movie,Chris Tucker Live,Phil Joanou,Chris Tucker,United States,"July 10, 2015",2015,92,"Filmed in his hometown of Atlanta, Chris Tucker showcases his stand-up comedic chops as he shares his experiences from childhood to the big time.",Stand-Up
+s1359,Movie,Christian Mingle,Corbin Bernsen,"Lacey Chabert, Jonathan Patrick Moore, Saidah Arrika Ekulona, Stephen Tobolowsky, John O'Hurley, David Keith, Morgan Fairchild, Corbin Bernsen",United States,"June 6, 2019",2014,99,A career woman who has everything but romance finds her values challenged when she starts dating a good man she met on a Christian matchmaking site.,Comedies
+s1361,Movie,Christina P: Mother Inferior,Jay Karas,Christina Pazsitzky,United States,"October 10, 2017",2017,59,"Christina Pazsitzky hits Seattle with a biting dose of reality, telling truths about her childhood, getting older and the horrors of giving birth.",Stand-Up
+s1362,Movie,Christine,Antonio Campos,"Rebecca Hall, Michael C. Hall, Tracy Letts, Maria Dizzia, J. Smith-Cameron, Timothy Simons, Kim Shaw, John Cullum, Morgan Spector, Jayson Warner Smith",United Kingdom,"August 13, 2020",2016,119,"In a film based on true events, an awkward but ambitious TV reporter struggles to adapt when she's ordered to focus on violent and salacious stories.",Dramas
+s1363,Movie,Christmas Break-In,Michael Kampa,"Danny Glover, Denise Richards, Cameron Seely, Sean O'Bryan, Katrina Begin, Jake Van Wagoner, Douglas Spain, Dawson Ehlke",United States,"November 1, 2020",2019,87,"Stranded at school before holiday break, a precocious girl gets into the spirit of saving when a trio of robbers trespass and hold the janitor hostage.",Children
+s1364,Movie,Christmas Crossfire,Detlev Buck,"Kostja Ullmann, Alli Neumann, Sascha Alexander Gersak, Sophia Thomalla, Merlin Rose, Detlev Buck, Peter Kurth, Anika Mauer, Frederic Linkemann, Bernd Hölscher",Germany,"December 4, 2020",2020,106,"A man foils an attempted murder, then flees the crew of would-be killers along with their intended target as a woman he's just met tries to find him.",Comedies
+s1365,Movie,Christmas Crush,Marita Grabiak,"Rachel Boston, Jonathan Bennett, Jon Prescott, Sunny Mabrey, Julia Voth, Elizabeth Lauren Hoffman, Eileen April Boylan, Josh Crotty",Canada,"November 4, 2019",2012,87,Twentysomething Georgia pines for her old boyfriend and is thrilled to have a second chance at love when she attends their high school reunion.,Comedies
+s1366,Movie,Christmas in the Heartland,Harvey Lowry,"Sierra McCormick, Brighton Sharbino, Bo Derek, Shelley Long, Christopher Rich, JoeDon Rooney, Tiffany Fallon, Paula Trickey, Christian Kane",United States,"November 1, 2019",2017,112,Two girls realize they're both visiting grandparents they’ve never met and decide to switch places to see how the other half lives.,Dramas
+s1367,Movie,Christmas in the Smokies,Gary Wheeler,"Sarah Lancaster, Barry Corbin, Alan Powell, Jill Wagner, Danny Vinson, Gregory Alan Williams, Rebecca Koon, Brett Rice",United States,"March 1, 2019",2015,88,"In the Smoky Mountains, an ambitious woman works to save her family's historic berry farm as her ex, a country music star, returns to town.",Children
+s1368,Movie,Christmas Inheritance,Ernie Barbarash,"Eliza Taylor, Jake Lacy, Andie MacDowell, Michael Xavier, Neil Crone, Anthony Sherwood, Joanna Douglas, Martin Roach",United States,"December 15, 2017",2017,105,"To inherit her father's company, socialite Ellen must first visit his small hometown, where she learns the value of hard work and helping others.",Dramas
+s1369,Movie,Christmas Survival,James Dearden,"Julian Ovenden, Gemma Whelan, Joely Richardson, Michael Landes, Sally Phillips, Patricia Hodge, Ronni Ancona, James Fox, Sophie Simnett, Jade Ma",United Kingdom,"November 1, 2019",2018,101,"With Christmas just around the corner, sisters Miranda and Lyla bring their families to their childhood home, where rivalries don't take a holiday.",Comedies
+s1370,Movie,Christmas Wedding Planner,Justin G. Dyck,"Stephen Huszar, Kelly Rutherford",Canada,"November 15, 2018",2017,86,A wedding planner’s world is turned upside down when a handsome private investigator is hired to disrupt one of her biggest jobs.,Comedies
+s1371,Movie,Christmas with a Prince,Justin G. Dyck,"Kaitlyn Leeb, Nick Hounslow, Josh Dean, Melinda Shankar, Liam MacDonald, Ilamaria Ebrahim, Charles Shaughnessy, Julia Baldwin",Canada,"November 4, 2020",2018,86,A dedicated pediatrician reconsiders her feelings for a carefree prince as he secretly recovers from a ski accident alongside her young patients.,Comedies
+s1372,Movie,Christmas With A View,Justin G. Dyck,"Scott Cavalheiro, Kaitlyn Leeb, Vivica A. Fox, Patrick Duffy, Jess Walton, Mark Ghanimé",Canada,"November 1, 2018",2018,91,"Still reeling from a business failure, the restaurant manager of a ski resort finds her world jolted by a new chef, who has his own hidden past.",International Movies
+s1373,Movie,Christmas with the Kranks,Joe Roth,"Tim Allen, Jamie Lee Curtis, Dan Aykroyd, Erik Per Sullivan, Cheech Marin, Jake Busey, M. Emmet Walsh, Kevin Chamberlin, Elizabeth Franz, René Lavan",United States,"January 1, 2019",2004,99,When Luther Krank and his wife opt to skip Christmas – no tree and no rooftop Frosty – can they handle the fallout from their family and neighbors?,Children
+s1374,Movie,Christopher Robin,Marc Forster,"Ewan McGregor, Hayley Atwell, Bronte Carmichael, Mark Gatiss, Jim Cummings, Brad Garrett, Nick Mohammed, Peter Capaldi",United States,"March 5, 2019",2018,104,"Now a careworn middle-aged man, Christopher Robin goes on a familiar adventure when his old pal Winnie the Pooh brings him to the Hundred Acre Wood.",Children
+s1375,Movie,Chronically Metropolitan,Xavier Manrique,"Shiloh Fernandez, Ashley Benson, Josh Peck, Addison Timlin, Chris Noth, Mary-Louise Parker",United States,"February 1, 2020",2016,86,A case of writer’s block inspires a young novelist to return home to New York City and reconnect with his engaged ex and his bohemian parents.,Comedies
+s1376,Movie,Chronicle of an Escape,Israel Adrián Caetano,"Rodrigo de la Serna, Pablo Echarri, Nazareno Casero, Lautaro Delgado, Matías Marmorato, Martín Urruty, César Albarracín, Guillermo Fernandez, Daniel Di Biase",Argentina,"June 15, 2018",2006,104,"Soccer goalie Claudio Tamburrini is kidnapped by the Argentine military. Several months later, he joins other prisoners in planning a daring escape.",Dramas
+s1384,Movie,Chup Chup Ke,"Priyadarshan, Kookie V. Gulati","Shahid Kapoor, Kareena Kapoor, Om Puri, Neha Dhupia, Sunil Shetty, Paresh Rawal, Rajpal Yadav, Shakti Kapoor",India,"November 1, 2018",2006,158,"Mistaking a broke, small-time hustler for a millionaire, two bumbling fishermen hatch a scheme to use him to help pay off their debts.",Comedies
+s1385,Movie,Chupan Chupai,Mohsin Ali,"Ahsan Khan, Neelam Muneer, Faizan Khawaja, Ali Rizvi, Vajdaan Shah, Zayed Sheikh, Talat Hussain, Javed Sheikh",Pakistan,"January 15, 2019",2017,118,"The lives of five hapless, petty criminals careen into madcap disarray when their plan to abduct a wealthy minister’s son goes horribly wrong.",Comedies
+s1386,Movie,Chupke Chupke,Hrishikesh Mukherjee,"Dharmendra, Sharmila Tagore, Amitabh Bachchan, Jaya Bhaduri, Om Prakash, Asrani, David Abraham, Usha Kiran, Lily Chakravarty, Keshto Mukherjee",India,"December 31, 2019",1975,127,"Jealous of the high regard in which his new wife holds their brother-in-law, a botany professor stages an elaborate prank that will even the score.",Classic Movies
+s1388,Movie,CIA: Comrade in America,Amal Neerad,"Dulquer Salmaan, Karthika Muraleedharan, Siddique, Soubin Shahir, Dileesh Pothan, John Vijay, Chandini Sreedharan, Jinu Joseph, Sujith Shankar, Alencier Ley Lopez",India,"May 1, 2018",2017,130,"A young man in Kerala has two weeks to stop the woman he loves from a fixed marriage in the U.S., but he doesn't have the papers to get there.",Action
+s1389,Movie,Cinar Agaci,Handan İpekçi,"Nurgül Yeşilçay, Celile Toyon Uysal, Deniz Deha Lostar, Settar Tanrıöğen, Suzan Aksoy, Hüseyin Avni Danyal, Jülide Kural, Ragıp Savaş",Turkey,"April 28, 2020",2011,115,"A matriarch and her grandson forge a special bond during family picnics every two months, until her health causes a conflict among the relatives.",Comedies
+s1395,Movie,Circle,"Aaron Hann, Mario Miscione","Julie Benz, Mercy Malick, Carter Jenkins, Molly Jackson, Michael Nardelli, Sara Sanderson, Kevin Sheridan, Cesar Garcia, Lisa Pelikan, Zachary James Rukavina, Lawrence Kao, Jordi Vilasuso, Kaiwi Lyman-Mersereau, Michael McLafferty, Allegra Masters, Autumn Federici, John Edward Lee, Matt Corboy",United States,"October 16, 2015",2015,86,"When a group of strangers is seized and awaits execution, they face the impossible task of choosing the one person among them worthy of being spared.",Dramas
+s1397,Movie,Cirque du Freak: The Vampire's Assistant,Paul Weitz,"John C. Reilly, Ken Watanabe, Josh Hutcherson, Chris Massoglia, Ray Stevenson, Patrick Fugit, Orlando Jones, Willem Dafoe, Salma Hayek, Michael Cerveris, Jane Krakowski, Frankie Faison, Patrick Breen, Colleen Camp, Don McManus, Jessica Carlson, Kristen Schaal",United States,"April 16, 2018",2009,109,"When Darren Shan is taken to a circus that's chock-full of sideshow oddities, he meets a vampire and receives a life-changing bite on the neck.",Action
+s1398,Movie,Citation,Kunle Afolayan,"Temi Otedola, Jimmy Jean-Louis, Joke Silva, Gabriel Afolayan, Adjetey Anang, Ini Edo, Sadiq Daba, Wole Olowomojuore, Yomi Fash-Lanso, Bukunmi Oluwashina, Bienvenu Neba, Ray Reboul, Ibukun Awosika, Seun Kuti",Nigeria,"November 6, 2020",2020,151,A bright student in Nigeria takes on the academic establishment when she reports a popular professor who tried to rape her. Based on real events.,Dramas
+s1399,Movie,Cities of Last Things,Wi Ding Ho,"Jack Kao, Lee Hong-chi, Louise Grinberg, Huang Lu, Ding Ning",Taiwan,"July 12, 2019",2018,106,"In a dystopian tale unfolding in reverse chronology, a man with a complicated past takes revenge on the individuals who wronged him decades ago.",Dramas
+s1401,Movie,City of God,"Fernando Meirelles, Katia Lund","Alexandre Rodrigues, Leandro Firmino, Phellipe Haagensen, Douglas Silva, Jonathan Haagensen, Matheus Nachtergaele, Seu Jorge, Jefechander Suplino, Alice Braga",Brazil,"January 1, 2020",2002,130,"Growing up in a Rio de Janeiro slum, Rocket is able to avoid being drawn into a life of drugs and crime by having a passion for photography.",Dramas
+s1404,Movie,City of Tiny Lights,Pete Travis,"Riz Ahmed, Billie Piper, James Floyd, Cush Jumbo, Roshan Seth, Hannah Rae, Antonio Aakeel, George Sargeant, Alexander Siddig, Vincent Regan, Barry Aird",United Kingdom,"July 21, 2017",2016,110,"In moody London, a burned-out sleuth sinks into a world of corruption and murderous romance when he tackles a mysterious case of a missing sex worker.",Dramas
+s1406,Movie,Clair Obscur,Yesim Ustaoglu,"Funda Eryiğit, Ecem Uzun, Mehmet Kurtulus, Okan Yalabik, Serkan Keskin, Sema Poyraz",Turkey,"October 13, 2017",2016,102,"While examining a young woman who has just murdered her husband and mother-in-law, a psychiatrist begins to reflect on her own marriage.",Dramas
+s1408,Movie,Clarence Clemons: Who Do I Think I Am?,Nick Mead,Clarence Clemons,United States,"November 14, 2019",2019,88,This intimate documentary follows the life of legendary saxophonist Clarence Clemons and his spiritual awakening before his death in 2011.,Documentaries
+s1409,Movie,Clash of the Titans,Louis Leterrier,"Sam Worthington, Liam Neeson, Ralph Fiennes, Jason Flemyng, Gemma Arterton, Alexa Davalos, Tine Stapelfeldt, Mads Mikkelsen, Luke Evans",United States,"August 1, 2019",2010,106,"If he is to save the life of the beautiful Princess Andromeda, the valiant Perseus must battle a host of powerful, beastly enemies.",Action
+s1410,Movie,Class of '61,Gregory Hoblit,"Christien Anholt, Andre Braugher, Dan Futterman, Josh Lucas, Clive Owen, Sophie Ward, Sue-Ann Leeds, Laura Linney",United States,"April 1, 2018",1993,91,"As the Civil War looms, a runaway slave seeks freedom, and West Point cadets find their camaraderie shattered as they choose between North or South.",Dramas
+s1411,Movie,Class of '83,Atul Sabharwal,"Bobby Deol, Bhupendra Jadawat, Hitesh Bhojraj, Anup Soni, Joy Sengupta, Sameer Paranjape, Ninad Mahajani, Prithvik Pratap",India,"August 21, 2020",2020,98,"Demoted to an academy job, a cop trains five foolhardy students as assassins in his risky revenge plot against police corruption and the underworld.",Dramas
+s1412,Movie,Class Rank,Eric Stoltz,"Olivia Holt, Skyler Gisondo, Kristin Chenoweth, Bruce Dern, Nick Krause, Kathleen Chalfant, Peter Maloney, Rod McLachlan, Hawn Tran, Danni Wang",United States,"September 18, 2018",2018,103,"When her class rank threatens her college plans, an ambitious teen convinces a nerdy peer to run for the school board to abolish the ranking system.",Comedies
+s1415,Movie,Cleopatra Jones,Jack Starrett,"Tamara Dobson, Bernie Casey, BrendaSykes, Esther Rolle, Shelley Winters",United States,"November 1, 2019",1973,89,"A stylin' special agent chases down drug lords and does her part to stop trafficking. Soon, she finds herself seeking revenge on a dealer.",Action
+s1417,Movie,Click,Frank Coraci,"Adam Sandler, Kate Beckinsale, Christopher Walken, David Hasselhoff, Henry Winkler, Julie Kavner, Sean Astin, Joseph Castanon, Jonah Hill, Jake Hoffman, Jennifer Coolidge",United States,"January 1, 2020",2006,108,Overworked Michael Newman stumbles on a universal remote control that gives him the power to pause or fast-forward through scenes in his life.,Comedies
+s1419,Movie,Clinical,Alistair Legrand,"Vinessa Shaw, Kevin Rahm, William Atherton, Aaron Stanford, Wilmer Calderon, Sydney Tamiia Poitier, India Eisley, Nestor Serrano",United States,"January 13, 2017",2017,104,A psychiatrist is plagued by flashbacks to a terrifying attack as she treats a new patient who was horribly disfigured in an accident.,Horror Movies
+s1420,Movie,Clive Davis: The Soundtrack of Our Lives,Chris Perkel,Clive Davis,United States,"September 17, 2019",2017,124,This music-driven documentary charts Clive Davis' 50-year career as one of the world's most influential record moguls.,Documentaries
+s1422,Movie,Close Enemies,David Oelhoffen,"Matthias Schoenaerts, Reda Kateb, Adel Bencherif, Sofiane Zermani, Sabrina Ouazani, Gwendolyn Gourvenec, Nicolas Giraud, Yann Goven, Astrid Whettnall, Ahmed Benaissa, Marc Barbé",France,"January 29, 2020",2018,112,"After an ambush leaves his partner dead, drug dealer Manuel reluctantly teams up with childhood friend Driss – now a cop – to hunt down the culprits.",Dramas
+s1424,Movie,Closed Circuit,John Crowley,"Eric Bana, Rebecca Hall, Ciarán Hinds, Riz Ahmed, Anne-Marie Duff, Kenneth Cranham, Julia Stiles, Jim Broadbent, Denis Moschitto, Barbora Bobulova, Jemma Powell",United Kingdom,"October 16, 2017",2013,96,"Martin and Claudia, top-flight lawyers who happen to be former lovers, become targets when they're teamed up to defend a notorious terrorist.",Dramas
+s1425,Movie,Cloud Atlas,"Lilly Wachowski, Lana Wachowski, Tom Tykwer","Tom Hanks, Halle Berry, Jim Broadbent, Hugo Weaving, Jim Sturgess, Doona Bae, Ben Whishaw, Keith David, James D'Arcy, Zhou Xun",Germany,"August 1, 2017",2012,172,"In this star-studded drama, six seemingly disparate stories explore the complicated links that humanity shares through the generations.",Action
+s1426,Movie,Clouds of Sils Maria,Olivier Assayas,"Juliette Binoche, Kristen Stewart, Chloë Grace Moretz, Lars Eidinger, Johnny Flynn, Angela Winkler, Hanns Zischler, Brady Corbet",France,"February 12, 2017",2014,124,"A middle-aged actress is cast in a film adaptation of the play that made her famous 20 years earlier, but in a much less glamorous role.",Dramas
+s1427,Movie,Cloudy with a Chance of Meatballs,"Phil Lord, Christopher Miller","Bill Hader, Anna Faris, James Caan, Andy Samberg, Bruce Campbell, Mr. T, Bobb'e J. Thompson, Benjamin Bratt, Neil Patrick Harris, Al Roker",United States,"January 1, 2021",2009,90,"When inventor Flint Lockwood makes clouds rain food, the citizens of Chewandswallow can feed themselves. But a bowl of disaster is about to overflow.",Children
+s1428,Movie,Cloudy with a Chance of Meatballs 2,"Cody Cameron, Kris Pearn","Bill Hader, Anna Faris, James Caan, Will Forte, Andy Samberg, Benjamin Bratt, Neil Patrick Harris, Terry Crews, Kristen Schaal",United States,"November 15, 2020",2013,95,"Inventor Flint Lockwood battles mutant food beasts created by his notorious machine, including shrimpanzees, tacodiles and jellyfish sandwiches.",Children
+s1429,Movie,Cloverfield,Matt Reeves,"Lizzy Caplan, Jessica Lucas, T.J. Miller, Michael Stahl-David, Mike Vogel, Odette Annable, Anjul Nigam, Margot Farley, Theo Rossi, Brian Klugman",United States,"January 1, 2020",2008,85,A going-away party in Manhattan is interrupted when a mysterious monster of epic proportions launches an attack on New York City.,Action
+s1430,Movie,"Club de Cuervos Presents: I, Potro",Marcos Bucay,"Joaquín Ferreira, Marcela Álvarez, Benjamín Alfonso, Emilia Claudeville, Mauricio Llera, Sol Gaschetto, Martín Seefeld, Martín Rocco, Gonzalo VIzán",Mexico,"October 19, 2018",2018,51,Former Club de Cuervos player Potro returns home to Argentina to crash the wedding of his famous soccer-star brother and confront his estranged family.,Uncategorized
+s1439,Movie,Coach Carter,Thomas Carter,"Samuel L. Jackson, Rob Brown, Robert Ri'chard, Rick Gonzalez, Nana Gbewonyo, Antwon Tanner, Channing Tatum, Ashanti, Texas Battle, Denise Dowse, Debbi Morgan",United States,"January 1, 2020",2005,137,Controversial basketball coach Ken Carter puts school before sports and benches his undefeated high school team for poor academic performance.,Dramas
+s1444,Movie,Coco y Raulito: Carrusel de ternura,"Raúl Campos, Jan Suter","Coco Celis, Raúl Meneses",Mexico,"July 27, 2018",2018,57,"A study in contrasts, comedy partners and good friends Coco Celis and Raúl Meneses alternate separate stand-up sets for double the laughs.",Stand-Up
+s1447,Movie,Code 8,Jeff Chan,"Robbie Amell, Stephen Amell, Sung Kang, Kari Matchett, Greg Bryk, Aaron Abrams, Kyla Kane",Canada,"April 11, 2020",2019,98,"In a city where super-powered people are ostracized, an earnest day laborer considers using his outlawed abilities for money to save his sick mother.",Action
+s1450,Movie,Code Name: The Cleaner,Les Mayfield,"Cedric the Entertainer, Lucy Liu, Nicollette Sheridan, Mark Dacascos, Callum Keith Rennie, DeRay Davis, Niecy Nash, Will Patton",United States,"November 1, 2019",2007,91,A mild-mannered janitor duped into believing he's an undercover agent stumbles into an international arms ring plot involving the CIA and the FBI.,Action
+s1451,Movie,Coffee & Kareem,Michael Dowse,"Ed Helms, Taraji P. Henson, Terrence Little Gardenhigh, Betty Gilpin",United States,"April 3, 2020",2020,88,An inept Detroit cop must team up with his girlfriend's foul-mouthed young son when their first crack at bonding time uncovers a criminal conspiracy.,Action
+s1453,Movie,Coffee with D,Vishal Mishra,"Sunil Grover, Zakir Hussain, Anjana Sukhani, Dipannita Sharma, Pankaj Tripathi, Rajesh Sharma, Vinod Ramani, Guru Singh",India,"November 1, 2017",2017,120,Low TV ratings drive a well-known journalist to concoct a plan to interview a notorious underworld figure who is also a suspected terrorist.,Comedies
+s1454,Movie,Coin Heist,Emily Hagins,"Sasha Pieterse, Alexis G. Zall, Alex Saxon, Jay Walker, Mark Blum, Neal Huff, Michael Cyril Creighton, Blanche Baker, Connor Ratliff, Will Denton",United States,"January 6, 2017",2017,98,"When a crisis threatens to destroy their high school, four teens hatch a daring plan to raise $10 million. Step one? Breaking into the U.S. Mint.",Children
+s1457,Movie,Cold Feet,Moses Inwang,"Jim Iyke, Joselyn Dumas, Enyinna Nwigwe, Beverly Naya, Femi Adebayo, Segun Arinze, Padita Agu",Nigeria,"July 15, 2020",2019,98,"At a resort getaway, the fate of two couples collides when a wife unexpectedly runs into an old flame as he hesitates to propose to his girlfriend.",Dramas
+s1458,Movie,Cold Harbour,Carey McKenzie,"Tony Kgoroge, Yu Nan, Thomas Gumede, Deon Lotz, Fana Mokoena, Zolani Mahola, Kenneth Fok, Nicole Bessick",South Africa,"October 1, 2020",2013,73,"When a war breaks out between competing gangs of smugglers in Cape Town, South Africa, an honest cop is pressured to work for a powerful crime lord.",Action
+s1460,Movie,Colin Quinn: The New York Story,Jerry Seinfeld,Colin Quinn,United States,"November 18, 2016",2016,62,"The ""SNL"" veteran performs his off-Broadway show about the history of New York and the people who shape its personality. Directed by Jerry Seinfeld.",Stand-Up
+s1461,Movie,Colin Quinn: Unconstitutional,Jay Chapman,Colin Quinn,United States,"August 15, 2017",2015,56,New York comedian Colin Quinn writes and stars in this live one-man stage show that dissects and deconstructs U.S. constitutional history.,Stand-Up
+s1462,Movie,Colkatay Columbus,Saurav Palodhi,"Mir Afsar Ali, Gaurav Chakrabarty, Tanusree Chakraborty, Anirban Bhattacharya, Ritabhari Chakraborty, Suchandra Vaaniya, Arijit Dutt",India,"March 30, 2017",2016,118,"When Christopher Columbus mysteriously appears in modern-day Kolkata, India, two struggling young men look to him for advice on achieving success.",Comedies
+s1465,Movie,Colonia,Florian Gallenberger,"Emma Watson, Daniel Brühl, Michael Nyqvist, Richenda Carey, Vicky Krieps, Jeanne Werner, Julian Ovenden, August Zirner, Martin Wuttke, Stefan Merki",Germany,"July 14, 2018",2015,110,"When her boyfriend is caught up in a Chilean coup, a young woman tries to free him from a prison camp posing as a commune by joining it voluntarily.",Dramas
+s1468,Movie,Colours of Passion,Ketan Mehta,"Randeep Hooda, Nandana Sen, Jim Boeven, Paresh Rawal, Tom Alter, Vikram Gokhale, Vipin Sharma, Gaurav Dwivedi",India,"May 25, 2018",2008,114,"Seeking inspiration, a young 19th-century painter finds a woman who is his love, his muse and his willing subject, but his work becomes controversial.",Dramas
+s1469,Movie,Come and Find Me,Zack Whedon,"Aaron Paul, Annabelle Wallis, Garret Dillahunt, Chris Chalk, Zachary Knighton, Enver Gjokaj, Michael Kopsa, Terry Chen",Canada,"September 18, 2019",2016,112,"When his photographer girlfriend vanishes, an L.A. graphic designer starts his own investigation and uncovers a web of deceit, crime and corruption.",Dramas
+s1470,Movie,Come Sunday,Joshua Marston,"Chiwetel Ejiofor, Martin Sheen, Danny Glover, Jason Segel, Condola Rashad, Lakeith Stanfield, Stacey Sargeant, Vondie Curtis-Hall",United States,"April 13, 2018",2018,105,A crisis of faith sets renowned fundamentalist preacher Carlton Pearson on a new spiritual path that jeopardizes everything he holds dear.,Dramas
+s1471,TV Show,Comedians in Cars Getting Coffee,Jerry Seinfeld,Jerry Seinfeld,United States,"July 19, 2019",2019,6,"Jerry Seinfeld's roving talk show combines coffee, laughs and vintage cars into quirky, caffeine-fueled adventures with the sharpest minds in comedy.",Stand-Up
+s1477,Movie,Como caído del cielo,Pepe Bojórquez,"Omar Chaparro, Ana Claudia Talancón, Stephanie Cayo, Yare Santana, Angélica María, Manuel 'Flaco' Ibáñez, Laura De Ita",Mexico,"December 24, 2019",2019,117,"To earn his place in heaven, legendary Mexican actor-singer Pedro Infante is sent back to Earth in an impersonator's body to mend his womanizing ways.",Comedies
+s1478,Movie,Company,Ram Gopal Varma,"Ajay Devgn, Vivek Oberoi, Mohanlal, Manisha Koirala, Seema Biswas, Antara Mali, Akash Khurana, Madan Joshi, Vijay Raaz, Rajpal Yadav",India,"March 1, 2018",2002,137,"Following a misunderstanding, a gangster and his boss part ways and become bitter enemies – with devastating consequences.",Action
+s1479,Movie,Compulsion,Craig Goodwill,"Analeigh Tipton, Jakob Cedergren, Marta Gastini, Jan Bijvoet, Anita Kravos, Valentin Merlet",United Kingdom,"October 4, 2018",2016,84,"Lured to a majestic, remote villa by an old lover, an erotic novelist finds herself falling for a mysterious woman and descending into a moral abyss.",Dramas
+s1482,Movie,Concussion,Stacie Passon,"Robin Weigert, Maggie Siff, Johnathan Tchaikovsky, Ben Shenkman, Janel Moloney, Emily Kinney",United States,"August 2, 2018",2013,96,"A lesbian housewife, feeling trapped in a stale marriage, begins visiting female prostitutes and soon seeks excitement by becoming a sex worker.",Dramas
+s1483,Movie,Conjuring Spirit,Van M. Pham,"Phuong Mai, Quang Su, Hoang Phuc Nguyen, Chi Pu, Tien Pham, Hoai An",Vietnam,"August 28, 2018",2014,112,"In the wake of her husband's betrayal, a novelist and mother moves to an old building, where she receives a music box and encounters a strange spirit.",Horror Movies
+s1485,Movie,Conor McGregor: Notorious,Gavin Fitzgerald,Conor McGregor,Ireland,"March 21, 2018",2017,90,"From making ends meet to lavish rides and fur coats, the Irish MMA champion grants an all-access pass to the highs – and lows – of his ascent.",Documentaries
+s1486,Movie,Consequences,Ozan Açıktan,"Nehir Erdoğan, Tardu Flordun, İlker Kaleli, Serkan Keskin, Esra Bezen Bilgin, Aytaç Uşun, Cem Özeren, Caner Arçkan",Turkey,"October 25, 2019",2014,106,Secrets bubble to the surface after a sensual encounter and an unforeseen crime entangle two friends and a woman caught between them.,Dramas
+s1487,Movie,Consequences ,Ozan Açıktan,"Nehir Erdoğan, Tardu Flordun, İlker Kaleli, Serkan Keskin, Esra Bezen Bilgin, Aytaç Uşun, Cem Özeren, Caner Arçkan",Turkey,"October 25, 2019",2014,106,Secrets bubble to the surface after a sensual encounter and an unforeseen crime entangle two friends and a woman caught between them.,Dramas
+s1490,Movie,Contract,Ram Gopal Varma,"Adhvik Mahajan, Prasad Purandhare, Sakshi Gulati, Zakir Hussain, Amruta Subhash, Kishore Kadam, Sumeet Nijhawan, Upyendra Limaye",India,"March 2, 2019",2008,116,"Following the death of his wife and daughter in a terrorist attack, an ex-Indian army commando agrees to infiltrate a terrorist cell.",Action
+s1494,Movie,Cook Off,Tomas Brickhill,"Tendaiishe Chitima, Tendai Nguni, Jesese Mungoshi, Eddie Sandifolo, Charmaine Mujeri, Kudzai Sevenzo, Fungai Majaya, Eugene Zimbudzi, Chimwemwe Chipidza, Kevin Hanssen, Zihlo, Michael Kudakwashe",Zimbabwe,"June 1, 2020",2017,100,"Yearning for a better life, a single mother with a passion for cooking gets a shot at greatness when her son enters her into a top reality cooking show.",Comedies
+s1498,Movie,Cool Hand Luke,Stuart Rosenberg,"Paul Newman, George Kennedy, J.D. Cannon, Lou Antonio, Robert Drivas, Strother Martin, Jo Van Fleet, Harry Dean Stanton, Dennis Hopper, Joe Don Baker, James Gammon, Wayne Rogers",United States,"January 1, 2021",1967,127,"Luke Jackson likes to do things his own way, which leads to a world of hurt when he ends up in a prison camp – and on the wrong side of its warden.",Classic Movies
+s1499,Movie,Cop and a Half: New Recruit,Jon Rosenbaum,"Lou Diamond Phillips, Lulu Wilson, Giles Panton, Janet Kidder, Michael Coleman, Wallace Shawn, Gina Holden, Jordyn Ashley Olson, Vincent Tong, Reese Alexander",Canada,"August 17, 2017",2017,96,A world-weary detective is forced to team up with a 12-year-old who thinks she's a cop in order to solve a case that's baffled police.,Children
+s1500,Movie,Cop Car,Jon Watts,"Kevin Bacon, James Freedson-Jackson, Hays Wellford, Camryn Manheim, Shea Whigham, Sean Hartley, Kyra Sedgwick, Loi Nguyen",United States,"June 16, 2019",2015,88,Two mischievous boys get thrust into a game of cat and mouse with a murderous psychopath after they decide to steal a police officer’s cruiser.,Thrillers
+s1502,Movie,Cops and Robbers,"Arnon Manor, Timothy Ware-Hill",Timothy Ware-Hill,United States,"December 28, 2020",2020,8,Animation and activism unite in this multimedia spoken-word response to police brutality and racial injustice.,Dramas
+s1503,Movie,Coraline,Henry Selick,"Dakota Fanning, Teri Hatcher, John Hodgman, Jennifer Saunders, Dawn French, Keith David, Robert Bailey Jr., Ian McShane",United States,"March 16, 2017",2009,101,Curious young Coraline unlocks a door in her family's home and is transported to a universe that strangely resembles her own – only better.,Children
+s1505,Movie,Cosmos Laundromat: First Cycle,Mathieu Auvray,"Pierre Bokma, Reinout Scholten van Aschat",Netherlands,"June 4, 2019",2015,12,"Despondent on a desolate island, a suicidal sheep is thrown a lifeline by a quirky salesman, who offers him the gift of a lifetime.",Dramas
+s1507,Movie,Counterfeiting in Suburbia,Jason Bourque,"Sarah Butler, Larissa Albuquerque, Kayla Wallace, Matthew MacCaull, James Dean, Alison Wandzura, Bruce Blain, Natalie Grace, Phillip Mitchell",Canada,"July 1, 2018",2018,88,"Two teenagers print counterfeit money in their high school art room, but things go terribly wrong when their debt-ridden teacher becomes suspicious.",Dramas
+s1510,Movie,Couple of Days,Tolu Awobiyi,"Lilian Esoro, Ademola Adedoyin, Enyima Nwigwe, Kiki Omeili, Okey Uzoeshi, Adesua Etomi, Olayode Juliana, Falz",Nigeria,"February 26, 2020",2016,103,"Three couples, each in different phases of romance, head to Ibadan for a fun and frisky holiday. But secrets soon spill, causing trouble in paradise.",Dramas
+s1511,Movie,Couples Counseling,Alexandre Reinecke,"Zezé Polessa, Daniel Dantas, Paulo Vilhena, Fernanda Paes Leme, Juliana Mesquita",Brazil,"April 1, 2017",2016,88,A seasoned couples therapist comes to realize she might need help with her own marriage after meeting a new pair of young clients.,Comedies
+s1513,Movie,Covered: Alive in Asia,"Micah Bickham, Galley Molina",Israel Houghton,United States,"March 31, 2016",2016,75,"Christian musician Israel Houghton leads his band Israel & New Breed on a tour supporting their newest album of multicultural, hybrid-genre songs.",Documentaries
+s1514,Movie,Cowspiracy: The Sustainability Secret,"Kip Andersen, Keegan Kuhn",Kip Andersen,United States,"September 15, 2015",2014,90,Learn how factory farming is decimating the planet's natural resources – and why this crisis has been largely ignored by major environmental groups.,Documentaries
+s1516,Movie,Cracked Up: The Darrell Hammond Story,Michelle Esrick,Darrell Hammond,United States,"May 1, 2020",2018,97,"""Saturday Night Live"" star Darrell Hammond reveals the extreme abuse he suffered during childhood, a trauma that nearly destroyed his life as an adult.",Documentaries
+s1517,Movie,Craig Ferguson: Tickle Fight,Jay Chapman,Craig Ferguson,United States,"December 5, 2017",2017,67,"Cheeky comic Craig Ferguson keeps it casual as he discusses '70s porn, Japanese toilets and his mildly crime-filled days as a talk show host.",Stand-Up
+s1518,Movie,Crash,Paul Haggis,"Sandra Bullock, Don Cheadle, Matt Dillon, Jennifer Esposito, William Fichtner, Brendan Fraser, Terrence Howard, Ludacris, Thandie Newton, Ryan Phillippe, Larenz Tate, Nona Gaye, Michael Peña",United States,"October 1, 2019",2004,112,"In post-Sept. 11 Los Angeles, tensions erupt when the lives of people from all walks of life converge during a 36-hour period.",Dramas
+s1521,Movie,Crazy Awesome Teachers,Sammaria Sari Simanjuntak,"Gading Marten, Dian Sastrowardoyo, Faradina Mufti, Boris Bokir, Kevin Ardilova, Shakira Jasmine, Asri Welas, Arswendi Bening Swara, Kiki Narendra, Ibnu Jamil",Indonesia,"August 17, 2020",2020,102,"When staff salaries get stolen at his school, a reluctant new teacher sets out to recoup the money and soon discovers the joys of teaching.",Comedies
+s1522,Movie,Crazy Beautiful You,Mae Czarina Cruz,"Kathryn Bernardo, Daniel Padilla, Lorna Tolentino, Gabby Concepcion, Inigo Pascual",Philippines,"August 6, 2019",2015,114,A rebellious daughter accompanies her mother on a medical mission where she falls for the handsome politician's son assigned to be her chaperone.,Comedies
+s1525,Movie,Crazy people,Moses Inwang,"Ramsey Nouah, Chigul, Sola Sobowale, Ireti Doyle, Ben Touitou, Francis Onwochei, Ememobong Nkana, Emem Inwang, Patrick Onyeke",Nigeria,"November 29, 2019",2018,107,Nollywood star Ramsey Nouah learns that someone is impersonating him and breaks out of a mental institution to expose the imposter.,Comedies
+s1526,TV Show,"Crazy, Lovely, Cool",Obi Emelonye,"Enyinna Nwigwe, Adesua Etomi, Uru Eke, Zynnell Zuh, Obi Okolie, Anthony Monjaro, Emmanuel Emelu, Chinonye Chidolue, Lorenzo Menakaya, King Bawa",Nigeria,"December 15, 2019",2018,1,"For a group of charismatic undergraduates, the jolting revelations from a campus blog turn surviving university life into a serious matter.",International TV
+s1528,Movie,CRD,Kranti Kanade,"Mrinmayee Godbole, Vinay Sharma, Saurabh Saraswat, Isha Keskar, Abhay Mahajan, Geetika Tyagi",India,"April 29, 2019",2016,110,"At odds with his radical instructor's ruthless methods, a drama student assembles his own troupe of misfit actors ahead of a prestigious competition.",Comedies
+s1531,Movie,Creep,Patrick Brice,"Mark Duplass, Patrick Brice",United States,"July 14, 2015",2014,78,"When a cash-strapped videographer takes a job in a remote mountain town, he finds that the client has some unsettling ideas in mind.",Horror Movies
+s1532,Movie,Creep 2,Patrick Brice,"Mark Duplass, Desiree Akhavan, Karan Soni",United States,"December 23, 2017",2017,80,"A video artist finds the perfect character for a sensational piece, but the subject of her dreams soon reveals his insidious side.",Horror Movies
+s1535,TV Show,Crime Diaries: Night Out,Felipe Cano,"Sebastián Osorio, Fabiana Medina, Laura Osma, Enrique Carriazo, Julián Román, Juliana Velásquez, Juan Pablo Urrego, Carlos Vergara, Ernesto Campos, Fabio Rubiano, Ernesto Benjumea, Jairo Camargo, Marcela Agudelo",Mexico,"May 3, 2019",2019,1,"After going to a Halloween party, college student Luis Andrés Colmenares is found dead. Was it an accident or murder? Inspired by true events.",Crime TV
+s1541,TV Show,Criminal: Spain,Mariano Barroso,"Emma Suárez, Jorge Bosch, Álvaro Cervantes, Carmen Machi, Inma Cuesta, Eduard Fernández, María Morales, José Ángel Egido, Daniel Chamorro, Javi Coll, Carlos Manuel Díaz, Nuria Mencía, Milo Taboada",Spain,"September 20, 2019",2019,1,"Psychological games abound between detectives and suspects in a tense interrogation room, where the search for answers sometimes comes at a moral cost.",Crime TV
+s1544,Movie,Cristela Alonzo: Lower Classy,Marcus Raboy,Cristela Alonzo,United States,"January 24, 2017",2017,67,"The irrepressible Alonzo skewers Latino stereotypes, pricey luxuries and her mother's tough-love parenting in a night of sly and infectious comedy.",Stand-Up
+s1546,Movie,Crossroads: One Two Jaga,Nam Ron,"Zahiril Adzim, Ario Bayu, Asmara Abigail, Rosdeen Suboh, Amerul Affendi, Iedil Putra, Timothy Castillo, Chew Kin Wah, Along Eyzendy, Nam Ron",Malaysia,"December 1, 2018",2018,81,"In Kuala Lumpur, an abused domestic worker tries to escape to Indonesia, while an idealistic cop insists on fighting corruption  – at a heavy price.",Dramas
+s1547,Movie,"Crouching Tiger, Hidden Dragon",Ang Lee,"Chow Yun Fat, Michelle Yeoh, Zhang Ziyi, Chang Chen, Lung Hsiung, Cheng Pei-pei, Fa Zeng Li, Xian Gao, Yan Hai, De Ming Wang",Taiwan,"March 1, 2019",2000,120,A young woman in ancient China longs for an adventurous life rather than a dull arranged marriage in Ang Lee's Oscar-winning martial arts epic.,Action
+s1548,Movie,"Crouching Tiger, Hidden Dragon: Sword of Destiny",Yuen Wo-Ping,"Michelle Yeoh, Donnie Yen, Harry Shum Jr., Natasha Liu Bordizzo, Jason Scott Lee, Eugenia Yuan, Roger Yuan, Juju Chan, Chris Pang, Woon Young Park, Darryl Quon",China,"February 26, 2016",2016,101,Renowned warrior Yu Shu-Lien comes out of retirement to keep the legendary Green Destiny sword away from villainous warlord Hades Dai.,Action
+s1551,Movie,Cuddle Weather,Rod Cabatana Marmol,"Sue Ramirez, RK Bagatsing, Mark Anthony Fernandez, Aleck Bovick, Dexter Doria, Nino Muhlach, Lui Manansala, Dolly De Leon",Philippines,"February 14, 2020",2019,95,"When a seasoned sex worker sleeps with a rookie call boy, they soon find that a strictly physical relationship doesn't completely satisfy them.",Dramas
+s1552,Movie,Cult of Chucky,Don Mancini,"Fiona Dourif, Michael Therriault, Adam Hurtig, Alex Vincent, Jennifer Tilly, Brad Dourif, Summer H. Howell, Grace Lynn Kung, Elisabeth Rosen, Zak Santiago, Ali Tataryn",United States,"October 3, 2017",2017,90,"Following a string of murders in the asylum where she's confined, Nica Pierce begins to wonder whether Chucky is real after all.",Horror Movies
+s1557,Movie,Curtiz,Tamas Yvan Topolanszky,"Ferenc Lengyel, Evelin Dobos, Declan Hannigan, Scott Alexander Young, József Gyabronka, Nikolett Barabas, Yan Feldman, Rafael Feldman, Christopher Krieg, Andrew Hefler, Lili Bordán",Hungary,"March 25, 2020",2018,99,"Driven and arrogant, film director Michael Curtiz deals with studio politics and family drama during the troubled production of ""Casablanca"" in 1942.",Dramas
+s1558,Movie,Cut Bank,Matt Shakman,"Liam Hemsworth, Teresa Palmer, Billy Bob Thornton, Bruce Dern, John Malkovich, Michael Stuhlbarg, Oliver Platt",United States,"December 1, 2019",2014,93,A small-town dreamer is sure he's landed on a gold mine after accidentally filming a murder but is sucked into a violent tale of greed and deception.,Dramas
+s1559,Movie,Cutie and the Boxer,Zachary Heinzerling,"Noriko Shinohara, Ushio Shinohara",United States,"June 14, 2018",2013,82,"A 2014 Oscar nominee for Best Documentary Feature, this film explores the symbiotic relationship of artists Ushio and Noriko Shinohara.",Documentaries
+s1560,Movie,Cuties,Maïmouna Doucouré,"Fathia Youssouf, Médina El Aidi-Azouni, Esther Gohourou, Ilanah Cami-Goursolas, Myriam Hamma, Maïmouna Gueye, Mbissine Thérèse Diop, Demba Diaw, Mamadou Samaké",France,"September 9, 2020",2020,96,Eleven-year-old Amy starts to rebel against her conservative family’s traditions when she becomes fascinated with a free-spirited dance crew.,Dramas
+s1563,Movie,Cycle,Prakash Kunte,"Hrishikesh Joshi, Bhalchandra Kadam, Priyadarshan Jadhav, Deepti Lele, Manoj Kolhatkar, Maithili Patwardhan",India,"September 10, 2020",2018,96,"When his prized bicycle is stolen, an astrologer’s search turns into a journey of self-realization — while the thieves learn a few lessons of their own.",Comedies
+s1564,Movie,D.L. Hughley: Clear,Jay Chapman,D.L. Hughley,United States,"July 13, 2017",2014,59,"In this 2014 standup special filmed in San Francisco, comedic genius D.L. Hughley entertains with his hilarious take on current affairs and more.",Stand-Up
+s1565,Movie,D.L. Hughley: Contrarian,Jay Chapman,D.L. Hughley,United States,"July 21, 2019",2018,58,"D.L. Hughley riffs on hot-button political issues, celebrity scandals, his mother's tough love and more in a rapid-fire stand-up show in Philadelphia.",Stand-Up
+s1568,Movie,Düğün Dernek,"Selçuk Aydemir, Birkan Pusa","Ahmet Kural, Murat Cemcir, Rasim Öztekin, Devrim Yakut, Barış Yıldız, Ulaş Torun, Zerrin Sümer, Şinasi Yurtsever",Turkey,"March 10, 2017",2013,102,"On the first day of Ramadan, Ismail joins friends on a road trip to a mosque and encounters his son, who, to Ismail's chagrin, plans a hasty wedding.",Comedies
+s1569,Movie,Dügün Dernek 2: Sünnet,Selçuk Aydemir,"Ahmet Kural, Murat Cemcir, Rasim Öztekin, Devrim Yakut, Barış Yıldız, Ulaş Torun, Şinasi Yurtsever, Erdal Tosun",Turkey,"March 10, 2017",2015,107,Ismail and his old screwball crew land themselves in hot water when his grandson's circumcision evolves into a buzz-making citywide event.,Comedies
+s1570,Movie,Da 5 Bloods,Spike Lee,"Delroy Lindo, Jonathan Majors, Clarke Peters, Norm Lewis, Isiah Whitlock Jr., Mélanie Thierry, Paul Walter Hauser, Jasper Pääkkönen, Johnny Nguyen, Chadwick Boseman",United States,"June 12, 2020",2020,156,Four African American veterans return to Vietnam decades after the war to find their squad leader's remains — and a stash of buried gold. From Spike Lee.,Action
+s1571,Movie,Da Kath & Kim Code,Ted Emery,"Jane Turner, Gina Riley, Glenn Robbins, Peter Rowsthorn, Magda Szubanski",Australia,"July 28, 2018",2005,82,"Kath and Kel's union is tested by Michael Bublé, daughter Kim tries pole dancing, pal Sharon finds love online, and a stalker lurks amid Yuletide cheer.",Uncategorized
+s1572,Movie,Daagdi Chaawl,Chandrakant Kanse,"Ankush Chaudhari, Makrand Deshpande, Pooja Sawant, Sanjay Khapre, Yatin Karyekar, Kamlesh Sawant, Sandeep Gaikwad, Digvijay Rohidas",India,"February 15, 2018",2015,118,A simple man's peaceful life is complicated when an incident brings him in contact with a gangster and launches his journey into the underworld.,Action
+s1573,Movie,Dabbe 5: Zehr-i Cin,Hasan Karacadağ,"Nil Günal, Ümit Bülent Dinçer, Sultan Köroğlu Kılıç, Emir Özbek Yıldız, Pelin Acar, Murat Seviş",Turkey,"April 12, 2019",2014,133,"When Dilek becomes haunted by evil spirits and loses control of her body, she seeks the help of a woman with dark secrets to cure her.",Horror Movies
+s1574,Movie,Dabbe 6: The Return,Hasan Karacadağ,"Sema Şimşek, Nilay Gök, Volkan Ünal, Fehmi Karaarslan, Elçin Atamgüç, Ömer Duran, Murat Seviş, Aybike Turan, Burak Çimen",Turkey,"April 17, 2019",2015,153,"A cardiologist tries to pinpoint the cause of her mother's sudden death as her sister, who witnessed it, claims malevolent demons are at play.",Horror Movies
+s1575,Movie,Dabbe: The Possession,Hasan Karacadağ,"Cansu Kurgun, Irmak Örnek, A. Murat Özgen, Sultan Köroğlu Kılıç, Elçin Atamgüç, Sabriye Günüç, Furkan Bayraktar, Mehmet Canbeg, Oguzhan Kocakli",Turkey,"April 12, 2019",2013,135,"Ahead of her wedding, Kübra is possessed by demons. When an examination reveals more horror, her friend, a psychiatrist, tries to perform an exorcism.",Horror Movies
+s1576,Movie,Dad,Gary David Goldberg,"Jack Lemmon, Ted Danson, Olympia Dukakis, Kathy Baker, Kevin Spacey, Ethan Hawke, Zakes Mokae, J.T. Walsh, Peter Michael Goetz, John Apicella, Richard McGonagle, Bill Morey, Mary Fogarty",United States,"April 1, 2018",1989,117,"Family bonds are revived after a father is diagnosed with cancer in this bittersweet drama. Dutiful son John cares for his aging father, Jake, but not without complaint.",Dramas
+s1577,Movie,Dad Wanted,Javier Colinas,"Natalia Coronado, Juan Pablo Medina, Silvia Navarro, Roberto Quijano, Victoria Viera, Arantxa Servín, Aleyda Gallardo, Joaquín Emanuel, Abril Michel, Omar Fierro, Luis Ernesto Franco, Patricia Reyes Spíndola, Rodrigo Murray, Luis Arrieta, Alberto Guerra, Moisés Arizmendi, David Fridman, Martha Claudia Moreno, Ela Velden, Gonzalo García Vivanco, Mauricio Argüelles, César Rodríguez",Mexico,"September 11, 2020",2020,103,What does a thrill-seeker tween girl do when her mom forbids her to enter a BMX race? Cast an actor with nothing to lose to play her approving dad.,Children
+s1579,Movie,Daddy Day Care,Steve Carr,"Eddie Murphy, Jeff Garlin, Steve Zahn, Regina King, Anjelica Huston, Kevin Nealon, Jonathan Katz, Siobhan Fallon Hogan, Lisa Edelstein, Lacey Chabert, Laura Kightlinger, Leila Arcieri",United States,"January 1, 2019",2003,93,"When a conscientious father loses his lucrative dot-com job and faces economic ruin, he joins two friends in opening a business called Daddy Day Care.",Children
+s1580,Movie,Daddy Issues,Amara Cash,"Madison Lawlor, Montana Manning, Andrew Pifko, Monte Markham, Kamala Jones, Jodi Carol Harrison, Seth Cassell, Ronnie Clark, Lissa Danshaw, J.J. Hawkins",United States,"September 20, 2019",2019,82,"Maya finally hooks up with her online dream girl, only to discover she’s deeply involved with an older sugar daddy – a man Maya knows all too well.",Dramas
+s1581,Movie,Daemonium,Pablo Parés,"Walter Cornás, Dany Casco, Caro Angus, Rocío Rodríguez Presedo, Chucho Fernández, Amanda Nara, Maite Zumelzú",Argentina,"December 20, 2016",2015,115,"In a realm where magic and technology intersect, a shifty, cigar-smoking wizard finds himself in the middle of a war with the powers of hell.",Action
+s1582,Movie,Daffedar,Johnson Esthappan,"Tini Tom, Malavikka, Sudheer Karamana, Indrans",India,"July 1, 2018",2017,151,"A retired government worker continues to dedicate himself to public service, but his principled ways soon clash with those of his extravagant sons.",Dramas
+s1583,Movie,Dagh Ujala,Raj Amit Kumar,"Victor Banerjee, Adil Hussain, Bhanu Uday, Preeti Gupta, Bhavani Lee, Ankur Vikal, Seema Rahmani, Samrat Chakrabarti",United States,"April 1, 2018",2015,103,A lesbian daughter fights off an arranged marriage in India while an Islamic fundamentalist targets an anti-extremist Muslim scholar in New York.,Dramas
+s1584,Movie,Dallas Buyers Club,Jean-Marc Vallée,"Matthew McConaughey, Jennifer Garner, Jared Leto, Denis O'Hare, Steve Zahn, Michael O'Neill, Dallas Roberts, Griffin Dunne, Kevin Rankin, Donna DuPlantier",United States,"January 16, 2018",2013,117,"Refusing to accept a death sentence from his doctor after being diagnosed with AIDS in 1986, Ron Woodroof smuggles medications from abroad.",Dramas
+s1586,Movie,"Dana Carvey: Straight White Male, 60",Marcus Raboy,Dana Carvey,United States,"November 4, 2016",2016,64,Emmy-winning comedian Dana Carvey blends pitch-perfect takes on big personalities with so-true-it-hurts stories from his life as a dad of millennials.,Stand-Up
+s1589,Movie,Dance Academy: The Comeback,Jeffrey Walker,"Xenia Goodwin, Alicia Banit, Dena Kaplan, Jordan Rodrigues, Keiynan Lonsdale, Thomas Lacey, Tara Morice, Miranda Otto",Germany,"July 2, 2018",2017,100,"In this adaptation of the TV series, Tara recovers from injury and pursues a career in the U.S., where she grapples with love and professional rejection.",Dramas
+s1590,Movie,Dance Dreams: Hot Chocolate Nutcracker,Oliver Bokelberg,Debbie Allen,United States,"November 27, 2020",2020,81,"This documentary spotlights Debbie Allen's career and follows her group of dance students as they prepare for Allen's annual ""Hot Chocolate Nutcracker.""",Children
+s1593,Movie,Dancing Quietly,Philipp Eichholtz,"Martina Schöne-Radunski, Hans-Heinrich Hardt, Sebastian Fräsdorf, Claudia Jacob, Deleila Piasko, Tobias Borchers, Ruth Bickelhaupt",Germany,"April 1, 2017",2016,70,"After years of battling a deep depression, a young woman attempts to pass an important exam with the help of a fellow student.",Dramas
+s1594,Movie,Dancing with the Birds,Huw Cordey,Stephen Fry,United States,"October 23, 2019",2019,52,"From ruffling their majestic feathers to nailing im-peck-able courtship routines, birds in paradise flaunt their best moves in hopes of landing a mate.",Documentaries
+s1596,Movie,Dangal,Nitesh Tiwari,"Aamir Khan, Sakshi Tanwar, Fatima Sana Shaikh, Sanya Malhotra, Aparshakti Khurana, Zaira Wasim, Suhani Bhatnagar, Ritwik Sahore",India,"June 21, 2017",2016,161,A once-promising wrestler pursues the gold medal he never won by training two of his daughters to compete at the Commonwealth Games.,Dramas
+s1599,Movie,Dangerous Lies,Michael M. Scott,"Camila Mendes, Jessie T. Usher, Jamie Chung, Cam Gigandet, Sasha Alexander, Elliott Gould",United States,"April 30, 2020",2020,97,"A broke caregiver unexpectedly inherits her patient's estate, but dark secrets swirl around her newfound wealth, tangling her in deceit and danger.",Thrillers
+s1602,Movie,Daniel Sosa: Maleducado,"Alex Díaz, Marcos Bucay",Daniel Sosa,Mexico,"June 27, 2019",2019,55,"In his second stand-up special, Daniel Sosa reminisces about his childhood, ponders Mexican traditions and points out a major problem with ""Coco.""",Stand-Up
+s1603,Movie,Daniel Sosa: Sosafado,"Raúl Campos, Jan Suter",Daniel Sosa,Mexico,"February 3, 2017",2017,78,"Comedian Daniel Sosa inhabits various characters, including a Tupperware dealer, a thirsty priest and a Trojan horse soldier in this stand-up special.",Stand-Up
+s1604,Movie,Danny Says,Brendan Toller,"Danny Fields, Iggy Pop, Alice Cooper, Judy Collins, Tommy Ramone, Jac Holzman, Lenny Kaye, Wayne Kramer, John Cameron Mitchell, Jann Wenner",United States,"March 2, 2017",2015,103,"This documentary profiles eccentric publicist Danny Fields, who helped launch the careers of innovative new artists who would become musical icons.",Documentaries
+s1605,Movie,Dante's Peak,Roger Donaldson,"Pierce Brosnan, Linda Hamilton, Elizabeth Hoffman, Jamie Renée Smith, Jeremy Foley, Charles Hallahan, Grant Heslov, Kirk Trutner, Arabella Field, Tzi Ma",United States,"September 1, 2019",1997,108,"When a volcanologist comes to investigate the recent rumblings of a dormant volcano, a massive eruption has everyone in town fighting for their lives.",Action
+s1606,Movie,Danur: I Can See Ghosts,Awi Suryadi,"Prilly Latuconsina, Sandrinna Michelle, Shareefa Daanish, Indra Brotolaras, Kinaryosih, Inggrid Widjanarko, Asha Kenyeri Bermudez, Wesley Andrew, Kevin Bzezovski Taroreh, Gamaharitz",Indonesia,"March 27, 2019",2017,75,"Adapted from a best-selling novel, this horror film shows Risa befriending ghosts until an evil spirit tries to take her sister to the other side.",Horror Movies
+s1607,Movie,Dany Boon: Des Hauts De France,Isabelle Nanty,Dany Boon,France,"May 4, 2018",2018,113,"In an eclectic one-man show, French superstar Dany Boon reflects on his homeland, his first comedy gig and the challenges of parenting hostile teens.",Stand-Up
+s1608,Movie,Darc,Julius R. Nasso,"Tony Schiena, Armand Assante, Kippei Shiina, Sho Ikushima, Vienna Hehir, Tetsu Watanabe, Grand Master John U. Kim, Dawn Olivieri",United States,"May 1, 2018",2018,98,"To bring down a global human trafficking ring, an Interpol agent recruits the help of a brutal criminal with inside knowledge of the yakuza.",Action
+s1612,Movie,Dark Chocolate (Bengali Version),Agnidev Chatterjee,"Riya Sen, Mahima Chaudhry, Rajesh Sharma, Indrasish Roy, Mumtaz Sorcar, Sudip Mukherjee, Shataf Figar, Koushik Sen",India,"December 15, 2017",2016,91,"In this Bangla thriller inspired by a true story, the discovery of a charred corpse in the woods leads to a high-profile murder investigation.",Dramas
+s1613,Movie,Dark Crimes,Alexandros Avranas,"Jim Carrey, Marton Csokas, Charlotte Gainsbourg, Agata Kulesza, Kati Outinen, Zbigniew Zamachowski, Danuta Kowalska, Vlad Ivanov, Robert Więckiewicz, Piotr Głowacki",United Kingdom,"October 15, 2019",2016,93,A detective on a cold murder case discovers that a famous writer’s latest novel contains details chillingly similar to the crime he’s investigating.,Dramas
+s1615,Movie,Dark Forces,Bernardo Arellano,"Tenoch Huerta, Eréndira Ibarra, Dale Carley, Ariane Pellicer, Johana Blendl, Dai Liparoti, Mauricio Aspe, Nick Zedd",Mexico,"August 21, 2020",2020,81,"In search of his sister, a renegade criminal seeks answers at a sordid hotel where he encounters a sinister guest and romances a mysterious waitress.",Horror Movies
+s1616,Movie,Dark Light,Padraig Reynolds,"Jessica Madsen, Opal Littleton, Ed Brody, Kristina Clifford, Ben Sullivan, Gerald Tyler, Weston Meredith",United States,"April 5, 2020",2019,90,"Implicated in her daughter's disappearance, a mother searches for answers when she returns to an old family home that may have an unwanted visitor.",Horror Movies
+s1618,Movie,Dark Places,Gilles Paquet-Brenner,"Charlize Theron, Nicholas Hoult, Chloë Grace Moretz, Tye Sheridan, Sterling Jerins, Corey Stoll, Christina Hendricks, Drea de Matteo, Sean Bridgers, Andrea Roth",United States,"July 26, 2018",2015,113,"Years after surviving a brutal crime as a child, Libby Day comes to believe that the brother she testified against for committing it may be innocent.",Dramas
+s1619,Movie,Dark Skies,Scott Stewart,"Keri Russell, Josh Hamilton, J.K. Simmons, Dakota Goyo, Kadan Rockett, L.J. Benet, Rich Hutchman, Myndy Crist, Annie Thurman, Jake Brennan",United States,"June 22, 2020",2013,97,A couple has trouble convincing friends and neighbors that an alien is entering their house each night to terrorize their children.,Horror Movies
+s1621,Movie,Dark Waters,Youssef Chahine,"Faten Hamama, Omar Sharif, Ahmed Ramzy, Hussein Riad, Ferdoos Mohammed, Aziza Helmy, Tawfik El Deken",Egypt,"June 18, 2020",1956,104,"A fisherman returns home after a three-year absence only to find the woman he loves drifting away, the sailors feuding and his community unraveling.",Classic Movies
+s1622,Movie,Darna Mana Hai,Prawal Raman,"Aftab Shivdasani, Antara Mali, Boman Irani, Isha Koppikar, Nana Patekar, Raghuvir Yadav, Rajpal Yadav, Revathy, Saif Ali Khan, Sameera Reddy, Sanjay Kapoor, Shilpa Shetty, Sohail Khan, Vivek Oberoi",India,"August 1, 2019",2003,116,"Stranded in a jungle when their car breaks down, six friends pass their time exchanging horror stories, unaware that they may be part of one themselves.",Horror Movies
+s1624,Movie,Darra,Parveen Kumar,"Gurpreet Ghuggi, Happy Raikoti, Kartar Cheema, Sardar Sohi, Shavendra Mahal, Karamjit Anmol, Pammi Bai, Nirmal Rishi, Manpreet Saggu",India,"October 15, 2017",2016,121,"After returning from school and getting married, a popular farmer begins to arouse resentment and jealousy among those around him.",Dramas
+s1629,Movie,Daughters of the Dust,Julie Dash,"Cora Lee Day, Alva Rogers, Barbarao, Trula Hoosier, Adisa Anderson, Kaycee Moore, Bahni Turpin, Cheryl Lynn Bruce, Tommy Redmond Hicks, Cornell Royal",United Kingdom,"June 10, 2017",1991,112,An African American Gullah family leaves their coastal island home in 1902 and risks losing their culture to start a new life on the U.S. mainland.,Classic Movies
+s1630,TV Show,Dave Chappelle,Stan Lathan,Dave Chappelle,United States,"March 21, 2017",2017,1,"Comedy icon Dave Chappelle makes his triumphant return to the screen with a pair of blistering, fresh stand-up specials.",Stand-Up
+s1631,TV Show,Dave Chappelle: Equanimity & The Bird Revelation,Stan Lathan,Dave Chappelle,United States,"December 31, 2017",2017,1,"Comedy titan Dave Chappelle caps a wild year with two stand-up specials packed with scorching new material, self-reflection and tough love.",Stand-Up
+s1632,Movie,Dave Chappelle: Sticks & Stones,Stan Lathan,Dave Chappelle,United States,"August 26, 2019",2019,66,"Dave Chappelle takes on gun culture, the opioid crisis and the tidal wave of celebrity scandals in a defiant stand-up special filmed in Atlanta.",Stand-Up
+s1634,Movie,David Attenborough: A Life on Our Planet,"Alastair Fothergill, Jonnie Hughes, Keith Scholey",David Attenborough,United States,"October 4, 2020",2020,84,"A broadcaster recounts his life, and the evolutionary history of life on Earth, to grieve the loss of wild places and offer a vision for the future.",Documentaries
+s1635,Movie,David Batra: Elefanten i rummet,"David Batra, Jon Rudberg",David Batra,Sweden,"April 1, 2020",2020,77,Swedish comedian David Batra gets personal as he playfully details the perks and pitfalls of being married to a recently resigned political leader.,Stand-Up
+s1636,Movie,David Brent: Life on the Road,Ricky Gervais,"Ricky Gervais, Doc Brown, Tom Basden, Jo Hartley, Tom Bennett, Andrew Brooke, Nina Sosanya, Andy Burrows, Kevin Bishop, Roisin Conaty, Diane Morgan, Ashley McGuire, Alexander Arnold, Mandeep Dhillon",United Kingdom,"February 10, 2017",2016,97,"With ""The Office"" long in the past, middling salesman David Brent ditches work and goes on tour with his rock band in a disastrous stab at stardom.",Comedies
+s1637,Movie,David Cross: Making America Great Again!,Alex Coletti,David Cross,United States,"August 5, 2016",2016,73,"Cross skewers Donald Trump, religious taboos and American swagger in a provocative night of comedy at the Paramount Theatre in Austin, Texas.",Stand-Up
+s1638,Movie,David Foster: Off the Record,Barry Avrich,David Foster,Canada,"July 1, 2020",2019,107,"From child prodigy to iconic music producer, David Foster shares the stories behind his success with rare footage and interviews with his collaborators.",Documentaries
+s1643,Movie,Day of the Dead: Bloodline,Hèctor Hernández Vicens,"Johnathon Schaech, Sophie Skelton, Marcus Vanco, Jeff Gum, Lillian Blankenship, Ulyana Chan, Shari Watson, Atanas Srebrev",Bulgaria,"April 5, 2018",2018,91,"A former medical student battles for survival against an evil human-zombie hybrid determined to destroy her, in this reimagining of the 1985 classic.",Horror Movies
+s1646,Movie,Dayveon,Amman Abbasi,"Devin Blackmon, Dontrell Bright, Kordell ""KD"" Johnson, Lachion Buckingham, Chasity Moore, Marquell Manning, Shavidee Trotter, Maurice Everett",United States,"January 11, 2018",2017,76,"Following the shooting death of his older brother, a depressed and aimless 13-year-old boy falls in with a gang in rural Arkansas.",Dramas
+s1648,TV Show,DC's Legends of Tomorrow,Rob Seidenglanz,"Victor Garber, Brandon Routh, Caity Lotz, Franz Drameh, Amy Pemberton, Dominic Purcell, Maisie Richardson-Sellers, Nick Zano, Arthur Darvill, Wentworth Miller, Tala Ashe, Adam Tsekhman, Christina Brucato, Simon Merrells, Nils Hognestad, Jes Macallan, Keiynan Lonsdale",United States,"June 10, 2020",2020,5,"A mysterious ""time master"" from the future unites an unlikely group of superheroes and villains to save the world from a powerful evil.",TV Action
+s1649,Movie,De Film van Dylan Haegens,"Dylan Haegens, Bas van Teylingen","Dylan Haegens, Nick Golterman, Marit Brugman, Ilse Warringa, Teun Peters, Patrick Stoof, Rick Vermeulen, Rico Verhoeven",Netherlands,"April 17, 2019",2018,81,A YouTuber becomes obsessed with figuring out how his copycat archnemesis manages to steal all of his ideas.,Comedies
+s1650,Movie,De Palma,"Noah Baumbach, Jake Paltrow",Brian De Palma,United States,"November 21, 2018",2015,110,"Iconoclastic film director Brian DePalma takes a look back at the production of such classic movies as ""Carrie,"" ""Scarface"" and ""The Untouchables.""",Documentaries
+s1651,Movie,Dead in a Week (Or Your Money Back),Tom Edmunds,"Tom Wilkinson, Aneurin Barnard, Freya Mavor, Marion Bailey, Christopher Eccleston, Nigel Lindsay, Velibor Topic",United Kingdom,"March 1, 2019",2018,90,"After several failed attempts at taking his own life, a young man hires an aging assassin who’ll do anything to fend off retirement.",Comedies
+s1652,Movie,Dead Kids,Mikhail Red,"Khalil Ramos, Vance Larena, Kelvin Miranda, Jan Silverio, Markus Paterson, Gabby Padilla, Sue Ramirez",Philippines,"December 1, 2019",2019,94,A socially awkward teen bonds with a group of misfits who plot to abduct the school's arrogant rich kid – until their kidnapping scheme turns deadly.,Dramas
+s1655,Movie,Deadcon,Caryn Waechter,"Lauren Elizabeth, Claudia Sulewski, Keith Machekanyanga, Mimi Gianopulos, Lukas Gage, Carl Gilliard, Caeli, Mark Dohner, Jessie Paege, Richard Kohnke, Dominic Burgess, Judah Mackey",United States,"January 16, 2020",2019,78,"A group of uber-popular, social media influencers’ trip to a digital media festival grows dark when an evil spirit wants to lure them to their demise.",Horror Movies
+s1656,Movie,Deadline: Sirf 24 Ghante,Tanveer Khan,"Irrfan Khan, Konkona Sen Sharma, Rajit Kapoor, Sandhya Mridul, Zakir Hussain, Rajeev Verma, Princey Shukla",India,"December 31, 2019",2006,97,A surgeon’s perfect life is rattled when his daughter is taken hostage in their own home and he's given 24 hours to pay a hefty ransom.,Independent Movies
+s1657,Movie,Deadly Scholars,Danny J. Boyle,"Kennedy Lea Slocum, Corey Fogelmanis, Alexa Mansour, Peyton Clark, Sheryl Lee, Sherri Saum, Eric Stanton Betts, Paris Berelc, Pedro Correa, Alissa Latow",United States,"February 15, 2019",2018,86,"After a series of strange deaths, a high school reporter tries to pin down the killer who's targeting students eligible for a prestigious scholarship.",Dramas
+s1658,Movie,Deadly Switch,Svetlana Cvetko,"Teri Polo, Dylan Walsh, Danika Yarosh, Hayley McLaughlin, Bryce Durfee, Matt Passmore, Heather Mazur, Ashlyn Pearce",United States,"January 15, 2019",2019,86,"In this indie thriller, a foreign exchange student moves in with her roommate's family who grieves over the daughter they would do anything to get back.",Independent Movies
+s1661,Movie,Dean,Demetri Martin,"Demetri Martin, Kevin Kline, Gillian Jacobs, Rory Scovel, Ginger Gonzaga, Reid Scott, Mary Steenburgen, Briga Heelan, Christine Woods, Peter Scolari",United States,"March 15, 2020",2016,94,"As his father takes steps to move on, a New Yorker grieving his mom's death visits Los Angeles where new possibilities may bring him out of his funk.",Comedies
+s1662,Movie,Dear Dad,Tanuj Bhramar,"Arvind Swamy, Himanshu Sharma, Ekavali Khanna, Aman Uppal, Bhavika Bhasin",India,"March 2, 2019",2016,83,"A father and son bond on an impromptu road trip over deep conversations, unexpected confessions, strange encounters ... and a drunken escapade.",Comedies
+s1663,Movie,Dear Dracula,Chad Van De Keere,"Nathan Gamble, Ray Liotta, Emilio Estevez, Ariel Winter, Matthew Lillard, Yuri Lowenthal, Marion Ross, Tara Strong",United States,"February 18, 2016",2012,43,"When he gets a fan letter from a young monster movie buff, Dracula visits him and soon has a new friend helping him to get his confidence back.",Children
+s1664,Movie,Dear Ex,"Hsu Chih-yen, Mag Hsu","Roy Chiu, Hsieh Ying-xuan, Joseph Huang, Spark Chen",Taiwan,"February 1, 2019",2018,100,"A teen navigates a bitter feud between his willful mom and a free-spirited man, who's the lover and insurance beneficiary of his recently deceased dad.",Comedies
+s1666,Movie,Dear Santa,Jason Priestley,"Amy Acker, David Haydn-Jones, Patrick Creery, Gina Holden, James Dugan, Margherita Donato, Brooklynn Proulx, James D. Hopkin, Bob Irvine",Canada,"November 4, 2019",2011,92,"Finding a letter mailed to Santa by a girl asking for a new wife for her daddy, twentysomething Crystal sets out to make the girl's wishes come true.",Comedies
+s1668,Movie,Dear Zindagi,Gauri Shinde,"Alia Bhatt, Shah Rukh Khan, Ira Dubey, Yashaswini Dayama, Gautmik, Raj Bhansali, Rohit Saraf, Atul Kale, Kunal Kapoor, Angad Bedi, Ali Zafar, Aditya Roy Kapoor",India,"April 25, 2017",2016,149,A young cinematographer with a bright professional future and a lack of empathy learns the importance of balancing ambition with humanity.,Comedies
+s1669,Movie,Death at a Funeral,Neil LaBute,"Chris Rock, Martin Lawrence, Tracy Morgan, Danny Glover, James Marsden, Luke Wilson, Zoe Saldana, Regina Hall, Columbus Short, Peter Dinklage, Kevin Hart, Loretta Devine, Regine Nehy, Keith David, Ron Glass",United States,"August 1, 2020",2010,93,"When a Los Angeles family's patriarch dies, his dutiful eldest son plans the funeral – which becomes a fiasco thanks to a colorful cast of attendees.",Comedies
+s1671,Movie,Death Can Wait,Fernando Ayllón,"Ricardo Quevedo, Nelson Polanía, Liss Pereira, Brian Moreno, Ana Cristina Botero, Jairo Ordóñez, Luis Alberto Saavedra, Blanca Ligia Franco, Marianne Schaller Romero, Shirley Marulanda",Colombia,"May 2, 2020",2020,91,"After learning he may die soon, a modest accountant pulls off a shady money scheme and heads to Europe, where he's faced with a life-or-death situation.",Comedies
+s1672,Movie,Death House,Harrison Smith,"Cody Longo, Cortney Palm, Adrienne Barbeau, Michael Berryman, Barbara Crampton, Sid Haig, Gunnar Hansen, Lindsay Hartley, Kane Hodder, Lloyd Kaufman, Camille Keaton, Bill Moseley, Tony Todd, Dee Wallace, Vincent Ward, Vernon Wells",United States,"May 5, 2019",2017,88,Two federal agents battle through an army of rioting prisoners – and their sense of reality – inside a high-tech prison modeled after Dante’s Inferno.,Horror Movies
+s1673,Movie,Death Note,Adam Wingard,"Willem Dafoe, Nat Wolff, Lakeith Stanfield, Margaret Qualley, Shea Whigham, Paul Nakauchi, Jason Liles",United States,"August 25, 2017",2017,100,"Light Turner finds a supernatural notebook and uses it to mete out death, attracting the attention of a detective, a demon and a girl in his class.",Horror Movies
+s1674,Movie,Death of Me,Darren Lynn Bousman,"Maggie Q, Luke Hemsworth, Alex Essoe, Ingkarat Jaraswongkosol, Kelly B. Jones, Caledonia Burr",United States,"January 16, 2021",2020,94,"With no memory of the previous night, a vacationing couple uncovers a disturbing personal video that inexplicably shows one of them killing the other.",Horror Movies
+s1675,Movie,Death Race: Beyond Anarchy,Don Michael Paul,"Zach McGowan, Danny Glover, Frederick Koehler, Danny Trejo, Christine Marzano, Cassie Clare, Yennis Cheung, Lucy Aarden",United States,"October 2, 2018",2017,111,"An ex-racecar driver is sent to a barbaric prison where, to get pardoned, he must defeat the inmate known as Frankenstein in a lethal ""Death Race.""",Action
+s1676,Movie,Death to 2020,"Al Campbell, Alice Mathias","Samuel L. Jackson, Hugh Grant, Lisa Kudrow, Kumail Nanjiani, Tracey Ullman, Samson Kayo, Leslie Jones, Diane Morgan, Cristin Milioti, Joe Keery",United States,"December 27, 2020",2020,71,"As the year we all want to end finally does, take a look back at 2020's mad glory in this comedic retrospective from the creators of ""Black Mirror.""",Comedies
+s1677,Movie,Deathgrip,Clay Porter,"Brendan Fairclough, Olly Wilkins, Kyle Jameson, Andrew Neethling, Nico Vink, Ryan Howard, Sam Hill, Josh Bryceland, Brandon Semenuk",United Kingdom,"March 1, 2018",2017,53,Mountain bikers – including legend Brendan Fairclough – put their skills to the test and engage in daring feats set against vivid backdrops.,International Movies
+s1678,Movie,Dedemin Fisi,Meltem Bozoflu,"Onur Buldu, Alper Kul, Erdem Yener, Onur Atilla, Özge Borak, Doğa Rutkay, Meltem Yılmazkaya, İrem Sak",Turkey,"March 10, 2017",2016,101,"When a brain-dead family patriarch is about to be taken off life support, his extended family gathers round and plots to see who'll get his money.",Comedies
+s1679,Movie,Dedh Ishqiya,Abhishek Chaubey,"Naseeruddin Shah, Madhuri Dixit, Arshad Warsi, Huma Qureshi, Vijay Raaz, Manoj Pahwa, Salman Shahid",India,"September 28, 2020",2014,146,"After failing to win the heart of an aristocrat's widow, a thief plans to abduct her, only to discover that there are others with the same idea.",Comedies
+s1680,Movie,Deep,Julio Soto Gurpide,"Justin Felbinger, Stephen Erza  Hughes, Lindsey Alena, Elisabeth Catherine Gray, Dwight Schultz, Anna Vocino",Spain,"November 23, 2017",2017,93,"After accidentally trapping his family in their underwater home, a young octopus and his ocean-dwelling buddies search for help far across the sea.",Children
+s1683,Movie,Deewana Main Deewana,K.C. Bokadia,"Govinda, Priyanka Chopra, Kader Khan, Prem Chopra, Shakti Kapoor, Sharat Saxena, Himani Shivpuri, Johnny Lever",India,"July 1, 2018",2013,107,A man's instant attraction to a woman becomes an obsession as he adopts a friend's identity and even commits murder in order to get closer to her.,Comedies
+s1684,Movie,Deewangee,Anees Bazmee,"Ajay Devgn, Akshaye Khanna, Urmila Matondkar, Farida Jalal, Vijayendra Ghatge",India,"January 3, 2020",2002,156,"Hired by a singer to defend her friend, who has been accused of murder, a formidable lawyer learns that the man he represents may not be innocent.",International Movies
+s1685,Movie,Def Comedy Jam 25,Louis J. Horvitz,"Dave Chappelle, Steve Harvey, Cedric the Entertainer, Martin Lawrence, Tiffany Haddish, Katt Williams, Craig Robinson, D.L. Hughley, Eddie Griffin, J.B. Smoove, Joe Torry, Kid Capri, Mike Epps, Sheryl Underwood, Tracy Morgan, Deon Cole",United States,"September 26, 2017",2017,82,"In this special live event, giants of stand-up come together to commemorate the 25th anniversary of Russell Simmons's groundbreaking ""Def Comedy Jam.""",Stand-Up
+s1686,Movie,Defiance,Edward Zwick,"Daniel Craig, Liev Schreiber, Jamie Bell, Alexa Davalos, Allan Corduner, Mark Feuerstein, Tomas Arana, Jodhi May, Kate Fahy, Iddo Goldberg, George MacKay, Iben Hjejle, Martin Hancock, Jacek Koman, Ravil Isyanov",United States,"November 27, 2019",2008,137,"In this action-packed drama based on an extraordinary true story, four brothers protect more than 1,000 Jewish refugees during World War II.",Action
+s1687,Movie,Defying the Nazis: The Sharps' War,"Ken Burns, Artemis Joukowsky","Tom Hanks, Marina Goldman",United States,"May 1, 2017",2016,79,"This film documents the story of minister Waitstill Sharp and his wife, Martha, who risked everything to save thousands of refugees fleeing the Nazis.",Documentaries
+s1688,TV Show,Degrassi: Next Class,Stefan Brogren,"Amanda Arcuri, Amir Bageria, Soma Bhatia, Jamie Bloch, Stefan Brogren, Chelsea Clark, Reiya Downs, Ana Golja, Nikki Gould, Ricardo Hoyos, Ehren Kassam, Andre Kim, Lyle Lettau, Spencer MacPherson, Eric Osborne, Dante Scott, Olivia Scriven, Sara Waisglass, Richard Walters",Canada,"July 7, 2017",2017,4,"Degrassi's next generation of high-tech newbies and returning students navigates real-world high school drama. If you're a teen, this is your life.",International TV
+s1689,Movie,Deidra & Laney Rob a Train,Sydney Freeland,"Rachel Crow, Ashleigh Murray, Sasheer Zamata, Danielle Nicolet, David Sullivan, Tim Blake Nelson, Missi Pyle, Arturo Castro, Sharon Lawrence, Brooke Markham, Kinna McInroe, Myko Olivier, Lance Gray",United States,"March 17, 2017",2017,92,"With their mother in jail and bills piling up, ambitious small-town teens Deidra and Laney plot a series of train robberies to keep themselves afloat.",Comedies
+s1690,Movie,Delhi 6,Rakeysh Omprakash Mehra,"Abhishek Bachchan, Sonam Kapoor, Waheeda Rehman, Om Puri, Prem Chopra, Atul Kulkarni, Pavan Malhotra, Divya Dutta, Deepak Dobriyal, Sheeba Chaddha",India,"October 1, 2018",2009,128,"In the ancient walled city of Delhi, an American-born Indian finds himself on an unexpected inner journey as he learns about himself and his roots.",Dramas
+s1691,Movie,Delhi Belly,Abhinay Deo,"Imran Khan, Vir Das, Kunaal Roy Kapur, Poorna Jagannathan, Shenaz Treasury, Vijay Raaz, Paresh Ganatra, Rahul Singh",India,"January 10, 2021",2011,101,"Three flatmates get involved in the shady business belonging to one roomie's fiancé, and discover that a global crime syndicate is gunning for them.",Action
+s1693,Movie,Deliha,Hakan Algül,"Gupse Özay, Barış Arduç, Cihan Ercan",Turkey,"March 10, 2017",2014,102,"Short on sense but long on self-confidence, dotty Deliha sets her sights on a hunky photographer who opens up shop in her neighborhood.",Comedies
+s1694,Movie,Deliha 2,Gupse Özay,"Gupse Özay, Eda Ece, Aksel Bonfil, Derya Alabora, Esin Eden, Hülya Duyar, Ali Çelik, Mert Öner",Turkey,"September 27, 2019",2018,102,"While chasing her dream of becoming a chef, Zeliha cooks up trouble in the kitchen with her wild, kooky and unsuspecting ways.",Comedies
+s1695,Movie,Delirium,Dennis Iliadis,"Topher Grace, Genesis Rodriguez, Patricia Clarkson, Callan Mulvey, Robin Thomas, Daisy McCrackin",United States,"September 1, 2018",2018,96,A man with a history of mental issues moves into his late parents' mansion and comes to suspect his new home may be haunted.,Horror Movies
+s1697,Movie,Demetri Martin: Live (At the Time),Jay Karas,Demetri Martin,United States,"August 14, 2015",2015,62,"Demetri Martin brings his off-kilter take on acoustic guitar, hairless cats, color schemes, and the word ""nope"" to Washington in his original special.",Stand-Up
+s1698,Movie,Demetri Martin: The Overthinker,"Jay Karas, Demetri Martin",Demetri Martin,United States,"July 21, 2019",2018,56,"With his signature one-liners and drawings, Demetri Martin muses on doughnut holes, dogs, sports bars, the alphabet's most aggressive letters and more.",Stand-Up
+s1701,Movie,Demonic,Will Canon,"Maria Bello, Frank Grillo, Cody Horn, Dustin Milligan, Megan Park, Scott Mechlowicz, Aaron Yoo, Alex Goode, Terence Rosemore, Jesse Steccato",United States,"August 10, 2017",2015,83,"When amateur ghost hunters visit an abandoned house, their investigation turns into a massacre, leaving questions for a detective and a psychologist.",Horror Movies
+s1702,Movie,Den of Thieves,Christian Gudegast,"Gerard Butler, Pablo Schreiber, O'Shea Jackson Jr., 50 Cent, Meadow Williams, Maurice Compte, Brian Van Holt, Evan Jones, Mo McRae, Kaiwi Lyman",United States,"May 1, 2020",2018,140,A highly skilled crew of bank robbers plotting a heist at the supposedly impenetrable Federal Reserve faces off against an elite unit of L.A. cops.,Action
+s1703,Movie,Denis Leary: No Cure For Cancer,Ted Demme,Denis Leary,United States,"August 8, 2017",1992,62,"In the stand-up performance that made him a legend, comedian Denis Leary caustically holds forth on nonsmokers, vegetarians and other undesirables.",Stand-Up
+s1705,Movie,Deon Cole: Cole Hearted,Ryan Polito,Deon Cole,United States,"October 8, 2019",2019,70,"Embracing his belief that comedy is the last raw form of expression, Deon Cole explains the right time to thank Jesus and the wrong time to say ""welp.""",Stand-Up
+s1706,Movie,DeRay Davis: How to Act Black,Marcus Raboy,DeRay Davis,United States,"November 14, 2017",2017,66,"Dynamic comic DeRay Davis hits the stage like a ball of fire, nailing the finer points of living, dating and handling show business as a black man.",Stand-Up
+s1714,Movie,Desire,Diego Kaplan,"Carolina Ardohain, Mónica Antonópulos, Guilherme Winter, Juan Sorini, Andrea Frigerio",Argentina,"December 21, 2017",2017,94,A young woman arrives at her estranged sister's wedding to mend fences but falls prey to lust when she meets the groom.,Dramas
+s1716,Movie,Desolation,Sam Patton,"Jaimi Paige, Alyshia Ochse, Toby Nichols, Claude Duhamel",United States,"May 8, 2018",2017,76,"Along with her son and best friend, a grieving widow hikes into the woods to scatter her late husband's ashes, only to discover they're being stalked.",Horror Movies
+s1717,Movie,Desperados,LP,"Nasim Pedrad, Anna Camp, Lamorne Morris, Heather Graham, Robbie Amell, Sarah Burns, Jessica Chaffin",United States,"July 3, 2020",2020,107,"After drunkenly sending a cringeworthy email, hopeless romantic Wes heads to Mexico with her best friends to erase the note before her new love reads it.",Comedies
+s1718,Movie,Despido Procedente,Lucas Figueroa,"Imanol Arias, Darío Grandinetti, Hugo Silva, Luis Luque, Miguel Ángel Solá, Tomás Pozzi, Valeria Alonso",Argentina,"May 1, 2018",2017,90,"A Spaniard working in Argentina sees his life upended after accidentally giving bad directions to a passerby, who demands compensation for the error.",Comedies
+s1719,Movie,Despite Everything,Gabriela Tagliavini,"Blanca Suárez, Macarena García, Amaia Salamanca, Belén Cuesta, Maxi Iglesias, Juan Diego, Joaquín Climent, Carlos Bardem, Emilio Gutiérrez Caba, Tito Valverde, Teresa Rabal, Rossy de Palma, Marisa Paredes",Spain,"May 3, 2019",2019,79,"After their mother's death, four sisters learn a shocking family secret and embark on an adventure to discover the truth about their genealogy.",Comedies
+s1720,Movie,Destiny,Youssef Chahine,"Nour El-Sherif, Laila Elwi, Mahmoud Hemeida, Safia el-Emari, Mohamed Mounir, Khaled El Nabawy, Seif Abdelrahman, Abdalla Mahmoud, Ahmed Fouad Selim, Magdi Idris",France,"June 19, 2020",1997,136,"In 12th-century Spain, a philosopher and his profound teachings jeopardize the caliph he serves when political rivals threaten a government upheaval.",Dramas
+s1721,TV Show,Detention,"Su I-Hsuan, Chuang Shiang-an, Liu Yi","Li Lingwei, Han Ning, Huang Guanzhi, Jack Yao, Hsia Teng-hung, David Chao, Luo Guanxu, Wu Kunda, Serena Fang, Carol Cheng, Chang Han",Taiwan,"December 5, 2020",2020,1,A tormented student uncovers unsettling secrets at her remote high school as betrayal and a paranormal encounter upend her life.,International TV
+s1722,Movie,Detention Letter,Mohamed Samy,"Mohamed Ramadan, Dina El-Sherbiny, Eyad Nassar, Sayed Rajab, Walid Fawaz, Eman El-Assy",Egypt,"August 5, 2019",2017,99,A man begins to regret his choices when his brother decides to join him as a member of the same terrorist organization.,Action
+s1723,Movie,Detour,Christopher Smith,"Tye Sheridan, Bel Powley, Emory Cohen, Gbenga Akinnagbe, Jared Abrahamson, John Lynch, Stephen Moyer",United Kingdom,"May 25, 2017",2016,97,"Convinced his stepfather caused the crash that left his mother in a coma, a law student drunkenly agrees to his murder, then can't rescind the deal.",Thrillers
+s1724,Movie,Deuces,Jamal Hill,"Larenz Tate, Meagan Good, Lance Gross, Antonique Smith, La La Anthony, Rick Gonzalez, Rotimi, Andra Fuller",United States,"April 1, 2017",2016,88,"Assigned to go undercover to take down an impenetrable crime ring, a detective finds himself falling under the sway of its enigmatic leader.",Dramas
+s1725,Movie,Dev.D,Anurag Kashyap,"Abhay Deol, Mahie Gill, Kalki Koechlin, Sindbad Phgura, Ammo 'Too Sweet', Jimi the Quiff, Parakh Madan",India,"October 1, 2018",2009,137,"Because they come from different castes, the son of a tax collector and his true love are not allowed to marry, sending them down divergent paths.",Dramas
+s1726,Movie,Deviant Love,Michael Feifer,"Emma Bell, Nick Ballard, Bradley Bundlie, Gail O'Grady, Corbin Timbrook, Kate Lang Johnson, Robert Adamson, Caia Coley, Alicia James, Sotida Arpon",United States,"September 13, 2019",2019,87,"In a tailspin after her marriage collapses, Jamie falls for a helpful gentleman whose interest in her welfare hides sinister motives.",Thrillers
+s1727,Movie,Devil's Bride,Saara Cantell,"Tuulia Eloranta, Magnus Krepper, Elin Petersdottir, Claes Malmberg, Kaija Pakarinen, Antti Reini, Lauri Tanskanen, Johanna af Schultén, Maria Sid, Pirkko Hämäläinen, Sonja Halla-aho",Finland,"June 1, 2017",2016,108,"On a small Finnish island in 1666, a teenage girl in love with a married fisherman becomes the center of a tragic witch hunt and power struggle.",Dramas
+s1728,Movie,Devil's Gate,Clay Staub,"Amanda Schull, Milo Ventimiglia, Shawn Ashmore, Bridget Regan, Jonathan Frakes, Sarah Constible, Spencer Drever, Javier Botet",Canada,"July 16, 2020",2017,94,"Seeking a missing woman in North Dakota, an FBI agent and a sheriff focus on her religious zealot husband but discover something far more sinister.",Horror Movies
+s1729,TV Show,Devilman Crybaby,Masaaki Yuasa,"Kouki Uchiyama, Ayumu Murase, Megumi Han, Ami Koshimizu, Atsuko Tanaka, Rikiya Koyama, Avu-chan, Kenjiro Tsuda, KEN THE 390, Subaru Kimura, Young Dais, Hannya, AFRA",Japan,"January 5, 2018",2018,1,"With demons reawakened and humanity in turmoil, a sensitive demon-boy is led into a brutal, degenerate war against evil by his mysterious friend, Ryo.",Anime Series
+s1731,Movie,Devrai,"Sumitra Bhave, Sunil Sukthankar","Atul Kulkarni, Sonali Kulkarni, Tushar Dalvi, Devika Daftardar, Amruta Subhash, Mohan Agashe, Ashwin Chitale, Jyoti Subhash",India,"January 1, 2018",2004,123,"After science student Shesh Shahi – a shy eccentric with a strange connection to nature – is examined by a team of mental hospital doctors, a gripping portrait of schizophrenia emerges.",Dramas
+s1733,Movie,Dhamaal,Indra Kumar,"Sanjay Dutt, Riteish Deshmukh, Arshad Warsi, Aashish Chaudhary, Javed Jaffrey, Prem Chopra, Asrani, Tiku Talsania",India,"December 31, 2019",2007,128,"Tipped off about buried money in Goa, four ne’er-do-well friends go on the hunt, chased by a police officer who wants the treasure for himself.",Action
+s1734,Movie,Dhan Dhana Dhan Goal,Vivek Agnihotri,"John Abraham, Bipasha Basu, Arshad Warsi, Shernaz Patel, Boman Irani, Dibyendu Bhattacharya, Gilbert Montoya, Dalip Tahil, Rajendranath Zutshi",United Kingdom,"November 1, 2018",2007,157,"In a last-ditch effort, the jaded coach of the Southall United Football Club assembles a ragtag team and helps lead the team to a comeback season.",Dramas
+s1735,Movie,Dhanak,Nagesh Kukunoor,"Krrish Chhabria, Hetal Gada, Vipin Sharma, Gulfam Khan, Suresh Menon, Vijay Maurya, Rajiv Laxman, Ninad Kamat",India,"August 20, 2016",2015,114,A movie-loving 10-year-old and her blind little brother trek to meet Indian superstar Shah Rukh Khan for help in getting the boy an eye operation.,Comedies
+s1736,Movie,Dharam Sankat Mein,Fuwad Khan,"Paresh Rawal, Annu Kapoor, Alka Badola Kaushal, Auritra Ghosh, Naseeruddin Shah, Manoj Raghubir Sharma, Rushita Pandya, Murli Sharma",India,"July 5, 2020",2015,127,"After learning he was adopted from a Muslim couple, a Hindu man seeks his birth father but finds he must confront his bigotry to realize his quest.",Comedies
+s1738,Movie,Dhh,Manish Saini,"Naseeruddin Shah, Kahaan, Kuldeep Sodha",India,"September 10, 2020",2017,127,"Convinced only a miracle can save them from failing school exams, a trio of friends seek help from a magician. To their surprise, he gamely complies.",Children
+s1740,Movie,Dhobi Ghat (Mumbai Diaries),Kiran Rao,"Aamir Khan, Monica Dogra, Kriti Malhotra, Prateik, Aasha Pawar, Jyoti Pawar, Norma Lobo, Kitu Gidwani, Danish Husain, Jehan Manekshaw",India,"January 10, 2021",2010,102,"In this intimate drama, circumstances draw together four people from different castes – which would normally preclude them from forming friendships.",Dramas
+s1741,Movie,Dhoondte Reh Jaoge,Umesh Shukla,"Paresh Rawal, Kunal Khemu, Sonu Sood, Soha Ali Khan, Johnny Lever, Dilip Joshi, Asrani, Malay Chakrabarty, Razak Khan, Hrishitaa Bhatt",India,"November 1, 2018",2009,124,"An accountant and a producer hatch a scheme to finance a movie, while making every effort to ensure that it flops so they may pocket the difference.",Comedies
+s1742,Movie,Di Renjie zhi Sidatianwang,Hark Tsui,"Mark Chao, Feng Shaofeng, Kenny Lin, Carina Lau, Ethan Juan, Sandra Ma",China,"February 6, 2019",2018,132,"Framed by an empress who plans to steal a dragon-taming mace, imperial magistrate Dee Renjie soon uncovers a greater plot that threatens the kingdom.",Action
+s1748,Movie,Diana: 7 Days That Shook the World,Ben Ryder,James D'Arcy,United Kingdom,"July 28, 2017",2017,93,"This illuminating documentary examines the aftermath of Princess Diana’s tragic death and the tense, dramatic week leading up to her funeral.",Documentaries
+s1750,Movie,Diary of a Chambermaid,Benoît Jacquot,"Léa Seydoux, Vincent Lindon, Clotilde Mollet, Hervé Pierre, Mélodie Valemberg, Patrick d'Assumçao, Vincent Lacoste, Joséphine Derenne, Dominique Reymond",France,"December 3, 2016",2015,96,"An attractive young woman goes to work as a chambermaid for a troublesome couple. The wife is unreasonable, and the husband won't stop hitting on her.",Dramas
+s1752,Movie,Die Another Day,Lee Tamahori,"Pierce Brosnan, Halle Berry, Toby Stephens, Rick Yune, Rosamund Pike, Judi Dench, John Cleese, Michael Madsen, Will Yun Lee, Kenneth Tsang, Emilio Echevarría, Mikhail Gorevoy, Lawrence Makoare, Colin Salmon, Samantha Bond",United Kingdom,"December 31, 2019",2002,133,Pierce Brosnan's final outing as 007 finds James Bond facing off against a North Korean terrorist who's in league with a British diamond merchant.,Action
+s1753,Movie,Die Ontwaking,Johnny Breedt,"Gys de Villiers, Juanita de Villiers, Gérard Rudolf, Paul Eilers, Pete Spyropoulos, Jaco Muller, Armand Aucamp, Christine Tesco",South Africa,"January 24, 2020",2015,90,An inexperienced murder detective joins a desperate search for a deranged serial killer who possesses a deep obsession with young women’s skin.,International Movies
+s1754,Movie,Dieter Nuhr: Nuhr in Berlin,Volker Weicker,Dieter Nuhr,Germany,"November 15, 2016",2016,69,"The cerebral and popular German cabaret comic expounds his theories on gender norms, primal instincts and a decidedly gastrointestinal Big Bang.",Stand-Up
+s1757,Movie,Dil,Indra Kumar,"Aamir Khan, Madhuri Dixit, Saeed Jaffrey, Deven Verma, Anupam Kher, Shammi, Padma Rani, Rajesh Puri, Satyendra Kapoor",India,"October 12, 2020",1990,165,A miser’s scheme to set his son up with a millionaire’s daughter backfires when the two actually fall in love — just as his sly charade is revealed.,Comedies
+s1758,Movie,Dil Chahta Hai,Farhan Akhtar,"Aamir Khan, Saif Ali Khan, Akshaye Khanna, Preity Zinta, Sonali Kulkarni, Dimple Kapadia, Ayub Khan, Rajat Kapoor, Suhasini Mulay, Ahmed Khan",India,"December 15, 2019",2001,185,"Inseparable childhood friends Akash, Sameer and Siddharth are just out of college. Nothing comes between them – until they each fall in love.",Comedies
+s1759,Movie,Dil Dhadakne Do,Zoya Akhtar,"Anil Kapoor, Priyanka Chopra, Ranveer Singh, Anushka Sharma, Farhan Akhtar, Shefali Shah, Rahul Bose, Parmeet Sethi, Vikrant Massey, Zarina Wahab, Aamir Khan",India,"December 15, 2019",2015,174,"While hosting a shipboard holiday for relatives and friends, a wealthy but dysfunctional family must face the ugly truths under their flawless facade.",Comedies
+s1760,Movie,Dil Hai Tumhaara,Kundan Shah,"Rekha, Preity Zinta, Mahima Chaudhry, Arjun Rampal, Jimmy Shergill, Alok Nath, Dilip Joshi, Govind Namdeo",India,"April 1, 2018",2002,176,"The sophisticated son of a powerful businessman falls for a simple, free-spirited girl whose older sister is in love with him.",Dramas
+s1761,Movie,Dil Se,Mani Ratnam,"Shah Rukh Khan, Manisha Koirala, Preity Zinta, Raghuvir Yadav, Zohra Sehgal, Sabyasachi Chakraborty, Piyush Mishra, Krishnakant, Aditya Srivastava",India,"March 1, 2018",1998,166,A radio broadcaster's intense attraction to a mysterious woman opens the door to a tidal wave of powerful emotions and desires.,Dramas
+s1762,Movie,Dil Vil Pyaar Vyaar,Manjeet Maan,"Gurdas Maan, Neeru Bajwa, Jassi Gill, Rajiv Thakur, Khushdeed Maan, Manav Vij, Raj Jhinger, Shruti Sodhi, Meher Vij",India,"October 1, 2018",2014,145,"Agam Singh's brothers mean everything to him, so while he promises not to marry, he tries to get them to marry – but they want him to marry first.",International Movies
+s1763,Movie,Dilan 1990,"Fajar Bustomi, Pidi Baiq","Vanesha Prescilla, Iqbaal Ramadhan, Debo Andryos, Giulio Parengkuan, Omara Esteghlal, Yoriko Angeline, Zulfa Maharani, Brandon Salim",Indonesia,"May 14, 2020",2018,109,"At a Bandung high school, charming and rebellious Dilan vies for the affections of shy new student Milea.",Dramas
+s1764,Movie,Dilan 1991,"Fajar Bustomi, Pidi Baiq","Iqbaal Ramadhan, Vanesha Prescilla, Ira Wibowo, Bucek Depp, Happy Salma, Farhan, Maudy Koesnaedi, Jerome Kurnia",Indonesia,"May 14, 2020",2019,118,"Dilan's involvement in the motorbike gang imperils his relationship with Milea, whose distant relative returns from Belgium.",Dramas
+s1765,Movie,Dilwale,Rohit Shetty,"Shah Rukh Khan, Kajol, Kriti Sanon, Kabir Bedi, Varun Dhawan, Boman Irani, Johnny Lever, Varun Sharma, Sanjay Mishra, Vinod Khanna, Mukesh Tiwari, Pankaj Tripathi, Shawar Ali",India,"February 1, 2017",2015,154,"A young couple falls in love, but conflicting loyalties drive them apart. Years later, fate intervenes and hands them a second chance.",Action
+s1767,Movie,Dinner for Schmucks,Jay Roach,"Steve Carell, Paul Rudd, Zach Galifianakis, Jemaine Clement, Jeff Dunham, Bruce Greenwood, Ron Livingston, Chris O'Dowd, Lucy Punch, Stephanie Szostak, David Walliams, Larry Wilmore",United States,"January 1, 2020",2010,115,The host of a dinner party invites his friends to bring the saddest loser they can find. But the ultimate schmuck turns everyone else into the losers.,Comedies
+s1776,Movie,Disciples Of The 36th Chamber,Chia-Liang Liu,"Hou Hsiao, Gordon Liu, Lily Li, Jason Pai Piao, Chia-Liang Liu",Hong Kong,"August 16, 2018",1985,90,"Shaolin monk San Te returns to protect a fellow hero with a talent for finding trouble in this action-packed sequel to ""The 36th Chamber of Shaolin.""",Action
+s1778,Movie,Disco Dancer,B. Subhash,"Mithun Chakraborty, Kim, Kalpana Iyer, Om Puri, Gita Siddharth, Yusuf Khan, Bob Christo, Om Shivpuri, Karan Razdan",India,"October 12, 2020",1982,134,"A poor boy grows up to be a famous disco dancer, hoping to use his art to exact revenge on the millionaire who once framed him and his mother for theft.",Cult Movies
+s1779,Movie,Disconnect,"David 'Tosh' Gitonga, Michael Jones","Brenda Wairimu, Nick Mutuma, Catherine Kamau, Pascal Tokodi, Patricia Kihoro, Pierra Makena, Bridget Shighadi, Brian Ogola, Illya Frank, Aseem Sharma, Arthur Sanya, Justin Mirichii, Maqbul Mohammed",Kenya,"October 16, 2020",2018,107,A group of singletons stumbles through the wild dating scene in Nairobi as two friends wonder if their relationship is more than platonic.,Comedies
+s1780,Movie,Discovering Bigfoot,Todd Standing,Todd Standing,United States,"December 15, 2017",2017,111,"Follow Todd Standing, Dr. Jeff Meldrum and other researchers into the wilderness, where they try to capture definitive proof of Sasquatch's existence.",Documentaries
+s1783,Movie,Dismissed,Benjamin Arfmann,"Kent Osborne, Dylan Sprouse, Rae Gray, Alycia Delmore, Robert Longstreet, Chris Bauer, Randall Park, Mitchell Edwards, Victoria Zeutzius, Leslie Thurston, Matthew J. Evans",United States,"February 19, 2018",2017,87,An intelligent but intense honor student traumatizes his high school teacher and mentor when he doesn't get the grade he believes he deserves.,Thrillers
+s1784,Movie,District 9,Neill Blomkamp,"Sharlto Copley, Jason Cope, David James, Vanessa Haywood, Mandla Gaduka, Kenneth Nkosi, Eugene Khumbanyiwa, Louis Minnaar, William Allen Young, Nathalie Boltt",South Africa,"November 4, 2019",2009,112,"After years of segregation and forced labor, a race of stranded aliens enlists in a resistance movement spearheaded by a rogue government agent.",Action
+s1786,Movie,Divines,Houda Benyamina,"Déborah Lukumuena, Jisca Kalvanda, Kévin Mischel, Majdouline Idrissi, Oulaya Amamra, Yasin Houicha",France,"November 18, 2016",2016,107,A shrewd teenager and her wisecracking best friend plan to get rich or die trying by following in the footsteps of a flashy female drug dealer.,Dramas
+s1787,Movie,DJ Cinderella,Bruno Garotti,"Maísa Silva, Filipe Bragança, Fernanda Paes Leme, Miriam Freeland, Marcelo Valle, Elisa Pinheiro, Sérgio Malheiros, Giovanna Grigio, Bárbara Maia, Letícia Pedro, Kiria Malheiros, Leo Cidade, Matheus Costa, Isabel Fillardis, Selma Lopes",Brazil,"June 14, 2019",2019,95,"Fiercely independent and disillusioned with love, a teen DJ is determined to chart her own path, till a pop heartthrob falls for her awesome mix.",Children
+s1788,Movie,Django Unchained,Quentin Tarantino,"Jamie Foxx, Christoph Waltz, Leonardo DiCaprio, Kerry Washington, Samuel L. Jackson, Walton Goggins, Dennis Christopher, James Remar, David Steen, Dana Gourrier, Nichole Galicia, Laura Cayouette, Ato Essandoh, Sammi Rotibi, Escalante Lundy, Don Johnson",United States,"April 25, 2020",2012,165,"Accompanied by a German bounty hunter, a freed slave named Django travels across America to free his wife from a sadistic plantation owner.",Action
+s1789,Movie,DNA,Maïwenn,"Maïwenn, Fanny Ardant, Louis Garrel, Dylan Robert, Marine Vacth, Caroline Chaniolleau, Alain Françon, Florent Lacger, Henri-Noël Tabary, Omar Marwan",France,"December 26, 2020",2020,91,"Grieving the death of her grandfather, Neige navigates family conflict and questions her world in this meditation about cultural identity and roots.",Dramas
+s1791,Movie,Do Dooni Chaar,Habib Faisal,"Rishi Kapoor, Neetu Singh, Aditi Vasudev, Archit Krishna, Akhilendra Mishra, Natasha Rastogi, Manoj Bakshi, Supriya Shukla",India,"November 1, 2018",2010,106,"A struggling math teacher holds down a second job to keep his family afloat. But when he receives a wedding invitation, he's determined to attend.",Comedies
+s1792,Movie,Do Paise Ki Dhoop Chaar Aane Ki Baarish,Deepti Naval,"Manisha Koirala, Rajit Kapoor, Sanaj Naval, Rajendra Gupta, Suhaas Khandke, Nassar Abdulla, Saurabh Dubey, Usha Jadhav, Ashwin Kaushal, Milind Soman",India,"September 22, 2019",2009,121,"When a sex worker hires a gay songwriter to care for her disabled son, the ensuing bonds that form offer a complex portrayal of love and family.",Dramas
+s1794,Movie,Doctor Zhivago,David Lean,"Omar Sharif, Julie Christie, Geraldine Chaplin, Rod Steiger, Alec Guinness, Tom Courtenay, Siobhan McKenna, Ralph Richardson, Jeffrey Rockland",United States,"November 1, 2019",1965,200,A young physician and his beautiful mistress get swept up in the danger and drama of the Bolshevik Revolution in this Oscar-winning epic.,Classic Movies
+s1796,Movie,Dog Eat Dog,Paul Schrader,"Nicolas Cage, Willem Dafoe, Christopher Matthew Cook, Omar J. Dorsey, Louisa Krause, Melissa Bolona, Reynaldo Gallegos",United States,"December 31, 2016",2016,93,A delusional ex-con rejoins his unhinged former partners for one last job: kidnap the baby of a mobster's enemy for ransom.,Dramas
+s1799,Movie,Dolemite Is My Name,Craig Brewer,"Eddie Murphy, Wesley Snipes, Keegan-Michael Key, Mike Epps, Craig Robinson, Tituss Burgess, Da'Vine Joy Randolph, Kodi Smit-McPhee",United States,"October 25, 2019",2019,118,"In 1970s LA, struggling comedian Rudy Ray Moore hits it big with his raunchy alter ego, Dolemite, then risks it all to take his act to the big screen.",Comedies
+s1801,Movie,Dolly Kitty Aur Woh Chamakte Sitare,Alankrita Shrivastava,"Bhumi Pednekar, Konkona Sen Sharma, Vikrant Massey, Amol Parashar, Aamir Bashir, Karan Kundra, Kalp Shah, Hearty Singh, Neelima Azim, Kubbra Sait",India,"September 18, 2020",2020,120,"A disillusioned Delhi wife and her new-in-town cousin navigate damning secrets, dreams and their thorny dynamic on their respective roads to freedom.",Dramas
+s1802,Movie,Dolly Parton: Here I Am,Francis Whately,Dolly Parton,United Kingdom,"October 6, 2020",2019,90,"Dolly Parton leads a moving, musical journey in this documentary that details the people and places who have helped shape her iconic career.",Documentaries
+s1804,Movie,Dolly Parton’s Christmas on the Square,Debbie Allen,"Dolly Parton, Christine Baranski, Treat Williams, Jenifer Lewis, Josh Segarra, Jeanine Mason, Mary Lane Haskell",United States,"November 22, 2020",2020,99,"Seasonal cheer comes to a screeching halt when a cold-hearted woman tries to sell her hometown's land. Can music, magic and memories change her mind?",Children
+s1805,Movie,Dolphin Kick,Philip Marlatt,"Axle McCoy, Travis McCoy, Tyler Jade Nixon, Alexis Louder, DeVaughn Gow, LaVaughn Hamilton, Maya Simmons, Quddus Newton, Jordan Padreira, Derek Lee Nixon",United States,"June 5, 2019",2019,90,"After losing his mom, 10-year-old Luke abandons competitive swimming. It takes a friendly dolphin to get him back in the water – and help him heal.",Children
+s1806,Movie,Dolphin Tale 2,Charles Martin Smith,"Morgan Freeman, Ashley Judd, Harry Connick Jr., Kris Kristofferson, Nathan Gamble, Austin Stowell, Juliana Harkavy, Charles Martin Smith, Austin Highsmith, Cozi Zuehlsdorff",United States,"February 25, 2019",2014,107,"Winter the dolphin, who survived a tragic injury by receiving a prosthetic tail, bonds with an orphaned baby dolphin after her beloved pool mate dies.",Children
+s1807,Movie,Domino,Brian De Palma,"Nikolaj Coster-Waldau, Carice van Houten, Eriq Ebouaney, Guy Pearce, Mohammed Azaay, Søren Malling, Paprika Steen, Helena Kaittani",Denmark,"September 28, 2019",2019,89,"A Copenhagen police officer hunts for the man who attacked his partner, only to stumble into a high-stakes game of espionage.",International Movies
+s1808,Movie,Don,Farhan Akhtar,"Shah Rukh Khan, Priyanka Chopra, Arjun Rampal, Isha Koppikar, Kareena Kapoor, Boman Irani, Om Puri, Pavan Malhotra",India,"December 15, 2019",2006,169,"A ruthless crime boss and drug lord is nabbed and held captive by the authorities, who send his naïve look-alike to infiltrate the man's gang.",Action
+s1809,Movie,Don 2,Farhan Akhtar,"Shah Rukh Khan, Priyanka Chopra, Boman Irani, Lara Dutta, Kunal Kapoor, Om Puri, Alyy Khan, Nawab Shah",India,"December 15, 2019",2011,148,"With Asia under his complete control, criminal mastermind Don turns to Europe, battling the mob bosses of each nation along the way.",Action
+s1810,Movie,Don Quixote: The Ingenious Gentleman of La Mancha,"Mahin Ibrahim, Austin Kolodney, Will Lowell, David Beier, Dave Dorsey, Xu Zhang, Alana Waksman, Jon YonKondy, Drue Metz, Brandon Somerhalder","Carmen Argenziano, Horatio Sanz, Luis Guzman, Vera Cherny, Lorena McGregor, Reinaldo Zavarce, Jacquie Barnbrook, Anthony Skordi, Lin Shaye, James Franco",United States,"January 5, 2018",2015,83,"In this modern adaptation of a Spanish classic, an eccentric, elderly gentleman sets out with his honest sidekick to right the wrongs of the world.",Comedies
+s1811,Movie,Don Verdean,Jared Hess,"Sam Rockwell, Amy Ryan, Will Forte, Danny McBride, Jemaine Clement, Leslie Bibb, Steve Park, Sky Elobar, P.J. Boudousqué, Yaniv Moyal",United States,"March 1, 2020",2015,96,"A questionable character working as a self-styled ""biblical archaeologist"" advances his cause by creating phony religious artifacts.",Comedies
+s1812,Movie,Don't Be Afraid of the Dark,Troy Nixey,"Katie Holmes, Guy Pearce, Bailee Madison, Jack Thompson, Garry McDonald, Alan Dale, Julia Blake, Edwina Ritchard, Emilia Burns, Guillermo del Toro",United States,"November 2, 2019",2010,99,Young Sally Hurst discovers she isn't alone in her new house: strange creatures live there – and they might not be as friendly as Sally thinks.,Horror Movies
+s1813,Movie,Don't Crack Under Pressure,Thierry Donard,"Davide Carrera, Jesse Richman, Loic Collomb-Patton, Wille Lindberg, Matt Annetts",France,"June 12, 2020",2015,95,"There are risks. Then there are risk-takers. In an around-the-world trip, follow athletes perform jaw-dropping acts in unpredictable elements of nature.",Action
+s1814,Movie,Don't Crack Under Pressure II,Thierry Donard,"Davide Carrera, Eric Duguil, Jesse Richman, Richie Jackson, Loic Collomb-Patton, Wille Lindberg, Matt Annetts",France,"June 12, 2020",2016,88,"Using state-of-the-art technology, this stunning sequel follows athletes pulling off daring feats under extreme conditions in extraordinary locations.",Action
+s1815,Movie,Don't Crack Under Pressure III,Thierry Donard,"Temarii Buillard, Davide Carrera, Jesse Richman, Loic Collomb-Patton, Wille Lindberg, Matt Annetts",France,"June 12, 2020",2017,94,"Through deserts, above mountains and deep into oceans, elite athletes — both veteran and new — form bonds and pursue adventure in sumptuous landscapes.",Action
+s1817,Movie,Don't Go Breaking My Heart,Johnnie To,"Louis Koo, Gao Yuanyuan, Daniel Wu",Hong Kong,"December 1, 2018",2011,115,"A financial analyst succumbs to a love triangle with a hard-drinking architect and a promiscuous investment bro, who soon becomes her boss.",Comedies
+s1818,Movie,Don't Go Breaking My Heart 2,Johnnie To,"Louis Koo, Gao Yuanyuan, Miriam Chin Wah Yeung, Vic Chou, Daniel Wu",Hong Kong,"December 1, 2018",2014,113,"Zixin is about to marry Qihong, but her gallivanting ex returns to wreak havoc as mistaken identities and love triangles stir up the lovers' paradise.",Comedies
+s1819,Movie,Don't Knock Twice,Caradog W. James,"Katee Sackhoff, Lucy Boynton, Richard Mylan, Nick Moran, Pascale Wilson, Javier Botet, Pooneh Hajimohammadi, Sarah Buckland",United Kingdom,"February 8, 2019",2016,93,A recovering addict becomes her estranged daughter's only hope after the teen awakens a terrifying child-stealing witch from an urban legend.,Horror Movies
+s1820,Movie,Don't Look Down,Daniel Gordon,Richard Branson,United Kingdom,"April 1, 2017",2016,93,"Aided by dramatic reconstructions and archive footage, Sir Richard Branson recounts his daring attempts to break hot air balloon records.",Documentaries
+s1821,Movie,Don't Think Twice,Mike Birbiglia,"Keegan-Michael Key, Gillian Jacobs, Mike Birbiglia, Kate Micucci, Chris Gethard, Richard Masur, Tami Sagher, Erin Darke",United States,"May 1, 2017",2016,92,Six talented but struggling improv comics see a sudden shift in their troupe's dynamic after one of them lands a much-coveted gig on television.,Comedies
+s1822,Movie,Don’t Listen,Ángel Gómez Hernández,"Rodolfo Sancho, Ana Fernández, Ramón Barea, Belén Fabra, Lucas Blas",Spain,"November 27, 2020",2020,98,"After a tragic turn of events at the new home he's fixing up, Daniel hears a ghostly plea for help, spurring him to seek out a famous paranormal expert.",Horror Movies
+s1823,Movie,Donald Glover: Weirdo,"Shannon Hartman, Michelle Caputo",Donald Glover,United States,"November 19, 2016",2012,65,"Fearlessly funny stand-up comic and sitcom star Donald Glover puts on a live show in New York, confessing his love for Cocoa Puffs and Toys ""R"" Us.",Stand-Up
+s1824,Movie,Donnie Brasco,Mike Newell,"Al Pacino, Johnny Depp, Michael Madsen, Bruno Kirby, James Russo, Anne Heche, Zeljko Ivanek, Gerry Becker, Robert Miano, Zach Grenier",United States,"January 1, 2020",1997,127,"When FBI agent Joe Pistone goes undercover to infiltrate the mob, he starts to identify with the made men he's charged with taking down.",Dramas
+s1825,Movie,Doom,Andrzej Bartkowiak,"Karl Urban, Rosamund Pike, Dwayne Johnson, Deobia Oparei, Ben Daniels, Razaaq Adoti, Richard Brake, Dexter Fletcher, Al Weaver, Brian Steele",United Kingdom,"November 1, 2020",2005,105,A special ops squad investigating a distress signal from a distant planet discovers that mutant aliens have already wiped out most of the population.,Action
+s1826,Movie,Doom: Annihilation,Tony Giglio,"Amy Manson, Dominic Mafham, Luke Allen-Gale, James Weber Brown, Clayton Adams, Nina Bergman, Amer Chadha-Patel, Gavin Brocker, Chidi Ajufo, Hari Dhillon, Katrina Nare",United States,"December 25, 2019",2019,97,"When a swarm of soul-stealing demons invades a Martian moon, a group of elite space Marines must obliterate the beasts to save Earth.",Action
+s1828,Movie,Door Ke Darshan,Gagan Puri,"Dolly Ahluwalia, Manu Rishi Chadha, Mahie Gill, Shardul Rana, Archita Sharma, Rajesh Sharma, Supriya Shukla, Mehak Manwani",India,"July 25, 2020",2020,114,"When a matriarch wakes from a 30-year coma, her wacky family frantically recreates a bygone era to keep her from noticing how much time has passed.",Comedies
+s1830,Movie,Dorasaani,KVR Mahendra,"Anand Deverakonda, Shivatmika Rajasekhar, Kannada Kishore",India,"November 20, 2019",2019,134,A village landlord's daughter and an educated commoner must decide if their budding forbidden love is worth resisting a repressive social hierarchy.,Dramas
+s1832,Movie,Dostana,Tarun Mansukhani,"Abhishek Bachchan, John Abraham, Priyanka Chopra, Bobby Deol, Kiron Kher, Sushmita Mukherjee, Shrey Bawa, Boman Irani",India,"April 1, 2020",2008,142,"To win over a landlady who only accepts women as tenants, two men pose as a couple – but the jig may be up when they both fall for their flatmate.",Comedies
+s1833,Movie,Double Dad,Cris D'Amato,"Maisa Silva, Eduardo Moscovis, Marcelo Médici, Laila Zaid, Pedro Ottoni, Rayana Diniz, Caio Vegatti, Fafá de Belém, Thaynara Og, Roberto Bonfim",Brazil,"January 15, 2021",2020,105,"While her mom is away, a teen sneaks out of the hippie commune where she lives and embarks on a life-changing adventure to discover who her father is.",Children
+s1834,Movie,Double Jeopardy,Bruce Beresford,"Tommy Lee Jones, Ashley Judd, Bruce Greenwood, Annabeth Gish, Roma Maffia, Jay Brazeau, Michael Gaston, Daniel Lapaine",United States,"July 1, 2020",1999,105,"After being framed and serving time for her husband's supposed murder, Libby decides to kill her ""late"" husband for good.",Thrillers
+s1835,Movie,Double World,Teddy Chan,"Henry Lau, Peter Ho, Lin Chenhan, Jiang Luxia, Ming Hu, Him Law, Shi Shi, Mark Cheng, Wang Ziyi, Xu Minghu",China,"July 25, 2020",2020,110,"Keen to bring honor to his clan, young villager Dong Yilong embarks on a perilous journey to compete in a tournament that selects warriors for battle.",Action
+s1836,Movie,Doubles Cause Troubles,Wong Jing,"Carol 'Do Do' Cheng, Maggie Cheung, Wilson Lam, Chan Pak-cheung, Charlie Cho, Tom Poon, Kwan Ming-yuk, Hon Yee-Sang, Sherman Wong, Lo Fan",Hong Kong,"August 1, 2018",1989,94,"When the tenant in their flat dies under suspicious circumstances, two bickering cousins are forced to navigate both sides of the law.",Action
+s1837,Movie,Doubt,John Patrick Shanley,"Meryl Streep, Philip Seymour Hoffman, Amy Adams, Viola Davis, Alice Drummond, Audrie Neenan, Susan Blommaert, Carrie Preston, Lydia Jordan, Lloyd Clay Brown",United States,"March 7, 2019",2008,104,"Sister Aloysius begins to have doubts about doting Father Flynn, who seems to have become overly involved in the life of an African American pupil.",Dramas
+s1838,Movie,Dovlatov,Aleksey German,"Milan Maric, Danila Kozlovsky, Helena Sujecka, Artur Beschastny, Anton Shagin, Svetlana Khodchenkova, Elena Lyadova, Piotr Gasowski, Eva Gerr, Hanna Sleszynska",Russia,"October 26, 2018",2018,126,"Over six days in 1971, brilliant writer Sergei Dovlatov encounters maddening barriers to publishing his work under the repressive Soviet regime.",Dramas
+s1842,Movie,Dr. Seuss' The Cat in the Hat,Bo Welch,"Mike Myers, Alec Baldwin, Kelly Preston, Dakota Fanning, Spencer Breslin, Amy Hill, Sean Hayes, Dan Castellaneta",United States,"May 1, 2019",2003,82,"While Mom is away, a bored little boy and girl are visited by the Cat in the Hat, who proceeds to turn the house into the ""mother of all messes.""",Children
+s1843,Movie,Dr. Seuss' The Grinch,"Scott Mosier, Yarrow Cheney","Benedict Cumberbatch, Cameron Seely, Rashida Jones, Pharrell Williams, Kenan Thompson, Angela Lansbury",France,"June 5, 2019",2018,86,A grump with a mean streak plots to bring Christmas to a halt in the cheerful town of Whoville. But a generous little girl could change his heart.,Children
+s1844,Movie,Dr. Seuss' The Lorax,"Chris Renaud, Kyle Balda","Danny DeVito, Ed Helms, Taylor Swift, Zac Efron, Betty White, Rob Riggle, Jenny Slate, Nasim Pedrad, Joel Swetow, Michael Beattie, Stephen Tobolowsky",United States,"July 7, 2020",2012,86,The forest-dwelling Lorax has to stop the short-sighted Once-ler from ruining the environment for profit in this adaptation of the Dr. Seuss classic.,Children
+s1847,Movie,Dragon Quest Your Story,"Takashi Yamazaki, Ryuichi Yagi, Makoto Hanafusa","Takeru Sato, Kasumi Arimura, Haru, Kentaro Sakaguchi, Takayuki Yamada, Kendo Kobayashi, Ken Yasuda, Arata Furuta, Suzuki Matsuo, Koichi Yamadera, Arata Iura, Chikako Kaku, Kotaro Yoshida",Japan,"February 13, 2020",2019,103,Luca follows in his father's footsteps to rescue his mother from evil Ladja. Finding the heavenly hero who wields the Zenithian sword is his only hope.,Action
+s1848,Movie,Dragon Tiger Gate,Wilson Yip,"Donnie Yen, Nicholas Tse, Shawn Yue, Dong Jie, Li Xiaoran, Yuen Wah, Chen Kuan Tai, Xing Yu, Vincent Sze, Tommy Yuen",Hong Kong,"October 27, 2018",2006,94,Dragon and his fellow students at Dragon Tiger Gate martial arts school team up to battle the ferocious villain Shibumi.,Action
+s1850,Movie,Dragonheart,Rob Cohen,"Sean Connery, Dennis Quaid, David Thewlis, Pete Postlethwaite, Dina Meyer, Jason Isaacs, Brian Thompson, Julie Christie",United States,"January 1, 2020",1996,103,"In ancient times when majestic fire-breathers soared through the skies, a knight comes face to face and heart to heart with the last dragon on Earth.",Action
+s1851,Movie,Dragonheart 3: The Sorcerer,Colin Teague,"Julian Morris, Tamzin Merchant, Ben Kingsley, Jassa Ahluwalia, Jonjo O'Neill, Dominic Mafham, Roger Ashton-Griffiths, Jake Curran, Duncan Preston, Ozama Oancea",United States,"January 1, 2020",2015,97,"When an aspiring knight crosses paths with a dragon, the two form an unlikely alliance in a high-stakes battle against a malicious sorcerer.",Action
+s1852,Movie,Dragonheart: A New Beginning,Doug Lefler,"Christopher Masterson, Harry Van Gorkum, Rona Figueroa, Matt Hickey, Henry O, Tom Burke, Robby Benson, Ken Shorter, John Woodnutt, Lubomir Misak",United States,"January 1, 2020",2000,84,"This sequel introduces Draco the dragon's offspring, Drake, who dreams of becoming a knight and teams up with a stable boy to master his skills.",Action
+s1853,Movie,Dragonheart: Battle for the Heartfire,Patrik Syversen,"Tom Rhys Harries, Jessamine-Bliss Bell, Patrick Stewart, André Eriksen, Richard Cordery, Martin Hutson, Turlough Convery, Delroy Brown, Tamzin Merchant",United States,"June 13, 2017",2017,98,"When the king of Brittania dies, the dragon who shares his heart must find a new ruler, but the monarch's grandchildren go to war over the throne.",Action
+s1854,Movie,Dragonheart: Vengeance,Ivan Silvestrini,"Joseph Millson, Jack Kane, Helena Bonham Carter, Arturo Muselli, Carolina Carlsson, Tam Williams, Richard Ashton, Ross O'Hennessy, Cameron Jack, Fabienne Piolini-Castle",United States,"February 4, 2020",2020,97,"When his family is slain by vicious savages, a young farmer teams with an ice-breathing dragon and sword-wielding mercenary to avenge their deaths.",Action
+s1856,Movie,Dragons: Dawn of the Dragon Racers,"Elaine Bogan, John Sanford","Jay Baruchel, America Ferrera, Zack Pearlman, Christopher Mintz-Plasse, T.J. Miller, Andree Vermeulen",United States,"December 16, 2018",2014,27,"The ""How to Train Your Dragon"" adventure continues when a hunt for lost sheep turns into a fierce, fun-filled competition.",Children
+s1859,Movie,Dragons: Rescue Riders: Hunt for the Golden Dragon,"TJ Sullivan, Greg Rankin","Noah Kaye Bentley, Brennley Brown, Zach Callison, Nicolas Cantu, Skai Jackson, Marsai Martin, Andre Robinson, Carlos Alazraqui, Jeff Bennett, Grey Griffin, Mary Elizabeth McGlynn",United States,"March 27, 2020",2020,46,"It's the treasure hunt of a lifetime for the Rescue Riders, who must race to find a precious golden dragon egg and protect it from evil pirates.",Children
+s1860,Movie,Dragons: Rescue Riders: Huttsgalor Holiday,"Greg Rankin, TJ Sullivan","Noah Kaye Bentley, Brennley Brown, Zach Callison, Nicolas Cantu, Skai Jackson, Marsai Martin, Andre Robinson, Carlos Alazraqui, Roshon Fegan, Grey Griffin, Brad Grusnick, Sam Lavagnino, John C. McGinley, Roger Craig Smith",United States,"November 24, 2020",2020,46,Snowfall marks the start of Odinyule — the Viking holiday of giving! But crazy weather might cancel the tradition unless the Rescue Riders can swoop in.,Children
+s1861,Movie,Dragons: Rescue Riders: Secrets of the Songwing,"Greg Rankin, TJ Sullivan","Noah Kaye Bentley, Brennley Brown, Zach Callison, Nicolas Cantu, Skai Jackson, Marsai Martin, Andre Robinson, Carlos Alazraqui, Renée Elise Goldsberry",United States,"July 24, 2020",2020,46,"When a musical dragon with a beautiful voice hypnotizes the dragons and people of Huttsgalor, the Rescue Riders have to find a way to break the spell.",Children
+s1863,Movie,Dream Big: Engineering Our World,Greg MacGillivray,Jeff Bridges,United States,"July 1, 2018",2017,42,"Narrated by Jeff Bridges, this compelling documentary examines some incredible achievements of engineering from across the globe.",Documentaries
+s1866,Movie,Dream/Killer,Andrew Jenks,"Bill Ferguson, Ryan Ferguson",United States,"November 20, 2019",2015,109,This riveting crime doc follows Bill as he confronts America's broken judicial system after his son is falsely sentenced to 40 years in prison.,Documentaries
+s1875,Movie,Dries,Reiner Holzemer,Dries Van Noten,Germany,"January 1, 2018",2017,89,This documentary explores the intense passion and distinctive talent that make Dries Van Noten one of the most unique fashion designers in the world.,Documentaries
+s1877,Movie,Drink Drank Drunk,Yeung Yat-Tak,"Carlos Chan, Ken Hung, Deep Ng, Michelle Wai, Yee Tong, Felix Lok, Kin-Yan Lee",Hong Kong,"August 24, 2019",2016,92,"Too hungover to report as a witness in a criminal trial the day after his birthday party, a young man and his pals do some unexpected soul-searching.",Comedies
+s1878,Movie,Drishyam,Nishikant Kamat,"Ajay Devgn, Shriya Saran, Tabu, Rajat Kapoor, Ishita Dutta, Mrunal Jadhav, Prasanna Ketkar, Yogesh Sonam, Prathamesh Parab, Rishabh Chaddha",India,"July 5, 2020",2015,162,An unexceptional man becomes a murder suspect when the son of a high-ranking police official who harassed his daughter goes missing.,Dramas
+s1879,Movie,Drive,Tarun Mansukhani,"Jacqueline Fernandez, Sushant Singh Rajput, Boman Irani, Pankaj Tripathi, Vikramjeet Virk, Sapna Pabbi, Vibha Chhibber, Kaustubh Kumar",India,"November 1, 2019",2019,119,"A notorious thief allies with a street racer for a grand heist involving an elaborate game of deceit with authorities, who have their own dirty secrets.",Action
+s1885,Movie,Drunk Parents,Fred Wolf,"Alec Baldwin, Salma Hayek, Jim Gaffigan, Joe Manganiello, Treat Williams, Ben Platt, Aasif Mandvi, Natalia Cigliuti",United States,"August 18, 2020",2019,97,Two desperate parents go to extreme lengths to hide their dire financial straits from their daughter and friends.,Comedies
+s1886,Movie,Dry Martina,Che Sandoval,"Antonella Costa, Patricio Contreras, Geraldine Neary, Pedro Campos, Álvaro Espinosa",Chile,"May 11, 2019",2018,100,An odd encounter with a fan and a tryst with that fan's ex-boyfriend leads a sexually adventurous singer on an escapade in Chile.,Dramas
+s1887,Movie,DTC Yukemuri Junjo Hen From High & Low,Norihisa Hiranuma,"Kenjiro Yamashita, Kanta Sato, Taiki Sato, Masayasu Yagi, Kousei Amano, Miu Arai, Taro Suruga, Yuko Fueki, Tomoki Hirose, Ryo Matsuda, Masaru Mizuno, Shunsuke Tanaka, Fumihiko Tachiki, Eri Murakawa, Katsuya Kobayashi",Japan,"September 20, 2020",2018,102,"Dan, Tettsu and Chiharu leave the battles of the SWORD district behind for a carefree road trip adventure and end up working in a hot spring resort.",Dramas
+s1888,Movie,Duck Butter,Miguel Arteta,"Alia Shawkat, Laia Costa, Mae Whitman, Hong Chau, Kate Berlant, Lindsay Burdge, Kumail Nanjiani, Mark Duplass, Jay Duplass, Jenny O'Hara",United States,"July 1, 2018",2018,94,"Wary of dishonesty in relationships, two young women embark on a 24-hour experiment on intimacy, but their romance flounders as the clock winds down.",Dramas
+s1889,Movie,Duck Duck Goose,Chris Jenkins,"Jim Gaffigan, Zendaya, Lance Lim, Greg Proops, Reggie Watts, Carl Reiner, Jennifer Grey, Stephen Fry, Diedrich Bader, Natasha Leggero, Craig Ferguson, Rick Overton",China,"July 20, 2018",2018,92,"As his flock's annual migration nears, a carefree goose is grounded with an injury and takes a pair of lost ducklings under his wing.",Children
+s1890,Movie,Dude,Olivia Milch,"Lucy Hale, Kathryn Prescott, Alexandra Shipp, Awkwafina, Alex Wolff, Brooke Smith, Jerry MacKinnon, Ronen Rubenstein, Satya Bhabha, Sydney Lucas",United States,"April 20, 2018",2018,97,Four best friends navigate loss and major life changes – and smoke a lot of weed – during their last two weeks of high school.,Comedies
+s1892,Movie,Dukhtar,Afia Nathaniel,"Samiya Mumtaz, Mohib Mirza, Saleha Aref, Asif Khan, Adnan Shah, Ajab Gul, Abdullah Jan, Samina Ahmad, Omair Rana, Zeeshan Shafa",Pakistan,"September 1, 2016",2014,93,A young mother embarks on a desperate quest for freedom when she kidnaps her 10-year-old daughter to save her from a tribal marriage.,Dramas
+s1893,Movie,Dum,Eeshwar Nivas,"Vivek Oberoi, Diya Mirza, Atul Kulkarni, Govind Namdeo, Mukesh Rishi, Sushant Singh, Yashpal Sharma, Sheeba",India,"March 1, 2018",2003,162,"When one of his colleagues becomes corrupted by power and goes over to the dark side, a young police officer tries to bring the offender to justice.",Action
+s1894,Movie,Dumb and Dumberer: When Harry Met Lloyd,Troy Miller,"Eric Christian Olsen, Derek Richardson, Rachel Nichols, Cheri Oteri, Luis Guzmán, Elden Henson, William Lee Scott, Mimi Rogers, Eugene Levy",United States,"October 1, 2019",2003,85,This wacky prequel to the 1994 blockbuster goes back to the lame-brained title characters' days as classmates at a Rhode Island high school.,Comedies
+s1895,Movie,Dumplin',Anne Fletcher,"Danielle Macdonald, Jennifer Aniston, Odeya Rush, Maddie Baillio, Bex Taylor-Klaus, Luke Benward, Georgie Flores, Dove Cameron, Harold Perrineau, Kathy Najimy, Ginger Minj, Hilliary Begley",United States,"December 7, 2018",2018,110,"To prove a point about measuring up and fitting in, Texas teen Willowdean Dickson enters a local pageant run by her ex-beauty queen mom.",Comedies
+s1896,Movie,Duniya,Ramesh Talwar,"Dilip Kumar, Rishi Kapoor, Pran, Amrita Singh, Ashok Kumar, Prem Chopra, Amrish Puri, Satyen Kappu, Mac Mohan, Javed Khan",India,"April 1, 2020",1984,170,"A lawyer defends his childhood friend – and girlfriend's brother – in a murder case, unaware of his own deep connection to the attorney he’s up against.",Action
+s1897,Movie,Duplicate,Mahesh Bhatt,"Shah Rukh Khan, Juhi Chawla, Sonali Bendre, Farida Jalal, Mohnish Bahl, Tiku Talsania, Gulshan Grover, Sharat Saxena",India,"April 1, 2020",1998,165,"Hilarious mix-ups and deadly encounters ensue when a convict seeks to escape authorities by assuming the identity of his doppelgänger, a perky chef.",Comedies
+s1902,Movie,E-Cigarettes: Miracle or Menace?,Emma Hatherley,Michael Mosley,United Kingdom,"February 1, 2019",2016,52,This documentary investigates the surge in vaping culture and whether e-cigarettes can really help smokers kick the habit.,Documentaries
+s1904,Movie,Earth and Blood,Julien Leclercq,"Sami Bouajila, Eriq Ebouaney, Samy Seghir, Sofia Lesaffre",France,"April 17, 2020",2020,81,A sawmill owner and his teenage daughter become tangled in a deadly feud when a drug dealer stashes stolen cocaine on their remote property.,Dramas
+s1905,Movie,Earth to Echo,Dave Green,"Teo Halm, Astro, Reese Hartwig, Ella Wahlestedt, Jason Gray-Stanford, Algee Smith, Cassius Willis, Sonya Leslie, Kerry O'Malley, Virginia Louise Smith, Peter Mackenzie, Valerie Wildman",United States,"October 1, 2019",2014,91,"When a construction project begins in their neighborhood, four friends start receiving bizarre encoded text messages on their cell phones.",Children
+s1909,Movie,Earthquake Bird,Wash Westmoreland,"Alicia Vikander, Riley Keough, Naoki Kobayashi, Jack Huston, Kiki Sukezane, Yoshiko Sakuma, Ken Yamamura, Kazuhiro Muroyama, Akiko Iwase, Crystal Kay",United Kingdom,"November 15, 2019",2019,107,"In 1980s Tokyo, an enigmatic expat is suspected of killing her friend, who's gone missing in the wake of their love triangle with a local photographer.",Dramas
+s1910,Movie,East Side Sushi,Anthony Lucero,"Diana Elizabeth Torres, Yutaka Takeuchi, Rodrigo Duarte Clark, Kaya Jade Aguirre, Roji Oyama, Lane Nishikawa, Miyoko Sakatani",United States,"September 15, 2020",2015,106,"She’s not the usual candidate for the role, but a dogged Mexican-American mother makes it her mission to become a talented sushi chef.",Dramas
+s1913,Movie,Easy A,Will Gluck,"Emma Stone, Penn Badgley, Amanda Bynes, Dan Byrd, Thomas Haden Church, Patricia Clarkson, Cam Gigandet, Lisa Kudrow, Malcolm McDowell, Aly Michalka",United States,"November 1, 2020",2010,92,"When a lie about Olive's reputation transforms her from anonymous to infamous at her high school, she decides to embrace a provocative new persona.",Comedies
+s1915,Movie,Eat Pray Love,Ryan Murphy,"Julia Roberts, James Franco, Javier Bardem, Richard Jenkins, Viola Davis, Billy Crudup, Hadi Subiyanto, Mike O'Malley, Tuva Novotny, Luca Argentero",United States,"September 10, 2019",2010,140,"After deciding to reshape her life after divorce, Liz travels around the world in search of good food, spirituality and true love.",Dramas
+s1916,Movie,Echcharikkai,Sarjun,"Sathyaraj, Varalakshmi Sarathkumar, Kishore Kumar G., Vivek Rajgopal, Jayakumar, Yogi Babu, Soundar, L. Alice",India,"January 15, 2019",2018,127,"After kidnapping a millionaire’s daughter, two men get swept up in a power struggle as her father enlists a brilliant cop to hunt them down.",International Movies
+s1917,Movie,Echo in the Canyon,Andrew Slater,"Jakob Dylan, Ringo Starr, Michelle Phillips, Stephen Stills, Regina Spektor, Beck, Eric Clapton, Tom Petty, Jackson Browne, Norah Jones",United States,"October 24, 2019",2019,82,"An affectionate documentary looks back at the mid-1960s, when Hollywood’s Laurel Canyon was a creative nexus for young, innovative musicians.",Documentaries
+s1918,Movie,Eddie - Strongman,Matt Bell,Eddie Hall,United Kingdom,"December 15, 2016",2015,98,British strongman Eddie Hall wants to be the strongest man in the world. This documentary reveals the grueling life choices that fuel his obsession.,Documentaries
+s1919,Movie,Eddie Murphy: Delirious,Bruce Gowers,Eddie Murphy,United States,"April 15, 2018",1983,69,"Flashing the wild stand-up comedy that made him a household name, Eddie Murphy unleashes uncensored observations and parodies in this 1983 live show.",Stand-Up
+s1920,Movie,Eddie Murphy: Raw,Robert Townsend,Eddie Murphy,United States,"January 1, 2021",1987,90,"This stand-up comedy classic features Eddie Murphy live in a provocative series of impressions, observations and remembrances of his childhood.",Stand-Up
+s1922,Movie,Edge of Fear,Bobby Roth,"Shen Lin, Robert Patrick, Zhu Zhu, Jodi Lyn O'Keefe, Robert Knepper, Amaury Nolasco, Rockmond Dunbar, Andy Mackenzie, Robert Crayton, John Edward Lee, Trent Brya",United States,"November 1, 2018",2018,92,"During a wilderness getaway, a gang of sociopathic criminals kidnap a woman and assault her husband, who must summon all his strength to save her.",Independent Movies
+s1923,Movie,Edge of Seventeen,David Moreton,"Chris Stafford, Tina Holmes, Andersen Gabrych, Stephanie McVay, Lea DeLaria, John Eby, Antonio Carriero, Jason Lockhart",United States,"August 27, 2020",1998,103,A 17-year-old confronts confusion and heartbreak as he rediscovers his sexuality in this story about coming out and its social consequences.,Comedies
+s1926,Movie,"Edmilson Filho: Notas, Comedy about Relationships",Halder Gomes,Edmilson Filho,Brazil,"November 1, 2018",2017,80,"Brazilian comedian Edmilson Filho walks his audience through the stages of a modern relationship, playing up the differences between men and women.",Stand-Up
+s1927,Movie,Edoardo Ferrario: Temi Caldi,Francesco Imperato,Edoardo Ferrario,Italy,"March 15, 2019",2019,65,"Italian comedian Edoardo Ferrario riffs on life at 30 and unpacks the peculiarities of global travel, social media and people who like craft beer.",Stand-Up
+s1928,Movie,Ee Nagaraniki Emaindi,Tharun Bhascker,"Vishwaksen Naidu, Sushanth Reddy, Abhinav Gomatam, Venkatesh Kakumanu, Anisha Ambrose, Simran Choudhary",India,"September 6, 2019",2018,133,"In Goa and in desperate need of cash, four childhood friends get another shot at making their long-abandoned dreams of becoming filmmakers come true.",Comedies
+s1929,Movie,Eeda,Ajithkumar,"Shane Nigaam, Nimisha Sajayan, Manikandan R. Achari, Alencier Ley Lopez, Sujith Sankar, P. Balachandran, Sudhi Koppa",India,"September 15, 2018",2018,153,Two young adults with families on opposite ends of the political spectrum fall in love in a Kerala city torn by violence.,Dramas
+s1930,Movie,Eerie,Mikhail Red,"Bea Alonzo, Jake Cuenca, Maxene Magalona, Charo Santos, Mary Joy Apostol, Gabby Padilla, Gillian Vicencio",Philippines,"July 26, 2019",2019,100,"When a student's suicide rattles an all-girls Catholic school, a clairvoyant guidance counselor leans on a ghost to uncover the convent's abusive past.",Horror Movies
+s1931,Movie,Effie Gray,Richard Laxton,"Dakota Fanning, Emma Thompson, Julie Walters, David Suchet, Derek Jacobi, James Fox, Robbie Coltrane, Claudia Cardinale, Greg Wise, Tom Sturridge",United Kingdom,"December 1, 2020",2014,109,"Trapped in a loveless marriage, the young wife of Victorian-era art critic John Ruskin finds herself falling for an artist — and looking for a way out.",Dramas
+s1932,Movie,Eggnoid: Love & Time Portal,Naya Anindita,"Morgan Oey, Sheila Dara, Luna Maya, Kevin Julio, Anggika Bolsterli, Reza Nangin, Martin Anugrah, Fatih Unru",Indonesia,"December 17, 2020",2019,102,"Sent from the future to look after a lonely girl, Eggy finds himself falling for her. But dating is forbidden and would risk both their fates.",Dramas
+s1933,Movie,Eh Janam Tumhare Lekhe,Harjit Singh,"Pavan Malhotra, Sudhanshu Aggarwal, Arjuna Bhalla, Avrinder Kaur, Arvinder Bhatti, Master Yuvraj, Jai Bharti, Gagandeep Singh",India,"December 1, 2017",2015,124,"Driven by the lessons he learned from his mother, and the values of the Sikh religion, a man sets out on a mission to serve humanity.",Dramas
+s1935,Movie,Either Me Or My Auntie,Saeed Hamed,"Mohamed Henedi, Donia Samir Ghanim, Hassan Hosny, Fadia Abdel Ghany, Alaa Morsy, Lotfy Labib, Nabil Issa, Hatem Jamel, Alaa Zinhom, Hala Sarhan",Egypt,"May 19, 2020",2006,105,"A musician's marriage proposal to his girlfriend is denied by her mother, whose affinity for magic begins to meddle in their relationship even more.",Comedies
+s1936,Movie,Ek Cup Chya,"Sumitra Bhave, Sunil Sukthankar","Kishore Kadam, Ashwini Giri, Kamal Desai, Devika Daftardar, Sunil Sukthankar, Shriram Ranade, Padmanabh Bind",India,"March 15, 2018",2009,120,A poor bus conductor's efforts at obtaining information about his enormous electricity bill are hindered by a corrupt system.,Dramas
+s1937,Movie,Ek Hasina Thi,Sriram Raghavan,"Saif Ali Khan, Urmila Matondkar, Seema Biswas, Pratima Kazmi, Aditya Srivastava, Rasika Joshi, Madan Joshi, Seema Adhikari",India,"August 1, 2019",2004,134,"Imprisoned for underworld crimes she didn’t commit, a vengeful woman breaks free and goes scorched earth on the smooth-talking suitor who framed her.",Dramas
+s1938,Movie,Ek Jaan Hain Hum,Rajiv Mehra,"Rajiv Kapoor, Divya Rana, Shammi Kapoor, Tanuja, Kiran Vairale, Rakesh Bedi, Gulshan Grover, Monty Sharma",India,"September 1, 2017",1983,151,"While trying to win over his beloved’s parents, a young man is accused of arson, and his father soon realizes insanity may be his only defense.",Dramas
+s1939,Movie,Ek Khiladi Ek Haseena,Suparn Verma,"Koena Mitra, Fardeen Khan, Kay Kay Menon, Mumait Khan, Rakhi Sawant, Feroz Khan, Zabyn Khan, Rohit Roy, Gulshan Grover, Amin Hajee",India,"April 15, 2019",2005,141,"Indebted to a gangster, a grifter assembles a band of fellow swindlers to attempt his biggest scam yet, but it's soon clear that no one can be trusted.",International Movies
+s1940,Movie,Ek Ladki Ko Dekha Toh Aisa Laga,Shelly Chopra Dhar,"Anil Kapoor, Sonam Kapoor, Rajkummar Rao, Juhi Chawla, Abhishek Duhan, Regina Cassandra, Madhumalti Kapoor, Seema Pahwa, Brijendra Kala, Alka Badola Kaushal",India,"April 2, 2019",2019,120,"As her family seeks to marry her off and a hopeful writer pursues her, a small-town woman struggles to reveal the long-hidden truth about who she loves.",Comedies
+s1941,Movie,Ek Main Aur Ekk Tu,Shakun Batra,"Kareena Kapoor, Imran Khan, Boman Irani, Ram Kapoor, Ratna Pathak Shah, Zenobia Shroff, Soniya Mehra, Akshat Verma, Dana Lewis, Rajesh Khattar",India,"October 1, 2018",2012,106,Bollywood stars Imran Khan and Kareena Kapoor pair up to play exceptionally dissimilar lovers in this lighthearted romantic comedy.,Comedies
+s1942,Movie,Ekşi Elmalar,Yılmaz Erdoğan,"Yılmaz Erdoğan, Farah Zeynep Abdullah, Songül Öden, Şükran Ovalı, Devrim Yakut, Şükrü Özyıldız, Fatih Artman, Cezmi Baskın, Caner Cindoruk, Ersin Korkut",Turkey,"April 29, 2020",2016,109,"In an eastern Turkish town, suitors knock on the door of the mayor and father of three beautiful daughters who choose to follow their own paths.",Dramas
+s1943,Movie,El último testigo,Philipp Stölzl,"Aaron Eckhart, Liana Liberato, Olga Kurylenko, Garrick Hagon, Eric Godon, Yassine Fadel, Neil Napier, David Bark-Jones, Alexander Fehling, Nick Alachiotis, Jade Hassouné",United States,"February 4, 2018",2012,105,A security expert and ex-CIA agent living in Belgium must go on the run with his estranged teen daughter when they're both marked for assassination.,Action
+s1945,Movie,El Camino Christmas,David E. Talbert,"Jessica Alba, Tim Allen, Dax Shepard, Vincent D'Onofrio, Luke Grimes, Kurtwood Smith, Michelle Mylett",United States,"December 8, 2017",2017,89,"Stuck in a liquor store during an alleged robbery, a group of strangers shares hidden truths and forms an unexpected bond on Christmas Eve.",Comedies
+s1946,Movie,El Camino: A Breaking Bad Movie,Vince Gilligan,Aaron Paul,United States,"October 11, 2019",2019,123,"Fugitive Jesse Pinkman attempts to outrun his past. Written and directed by ""Breaking Bad"" creator Vince Gilligan, starring Aaron Paul.",Dramas
+s1951,Movie,El Che,Matías Gueilburt,Paco Ignacio Taibo II,Venezuela,"October 15, 2017",2017,119,"Spanish-Mexican writer Paco Ignacio Taibo II hits the road to trace the footsteps of Ernesto ""Che"" Guevara and sheds new light on the revolutionary.",Documentaries
+s1954,Movie,El club de los insomnes,"Joseduardo Giordano, Sergio Goyri Jr.","Cassandra Ciangherotti, Leonardo Ortizgris, Alejandra Ambrosi, Alexandra De La Mora, Mónica Dionne, Sergio Goyri, Fernando Becerril, Humberto Busto, Marco Méndez, Alejandra Urdiaín, Khristian Clausen, Fernando Luján",Mexico,"November 30, 2018",2018,82,"An insomniac, an aspiring photographer and a pregnant veterinarian form a unique friendship during late-night meetings at a 24-hour mini-mart.",Dramas
+s1957,Movie,"El Especial de Alex Fernández, el Especial",Jan Suter,Alex Fernández,Mexico,"October 13, 2017",2017,52,"From a Mexico City theme park, energetic stand-up Alex Fernández riffs on music, cheap toys, insecurity and other fun things about growing up.",Stand-Up
+s1961,Movie,"El Pepe, a Supreme Life",Emir Kusturica,"José Mujica, Emir Kusturica",Argentina,"December 27, 2019",2018,73,"In this intimate documentary, former Uruguayan President José ""Pepe"" Mujica talks about lessons he learned while in prison, his ideals and the future.",Documentaries
+s1965,Movie,El sendero de la anaconda,Alessandro Angulo,"Wade Davis, Martin von Hildebrand",Colombia,"November 15, 2019",2019,74,"In the most remote areas of the Amazon jungle, a writer and his anthropologist friend meet communities who have resisted change for centuries.",Documentaries
+s1966,Movie,El silencio es bienvenido,Gabriela García Rivas,"Eileen Yáñez, Jorge Luis Moreno, Daniela Newton, Andrea Newton, Luis Eduardo Yee, Enrique Medina, Roberto Fiesco",Mexico,"March 20, 2020",2017,95,"As a teen languishes during a spiritless road trip, she learns of the troubles in her parents' marriage as a crisis in her country looms.",Dramas
+s1967,Movie,El testigo,Kate Horne,Jesús Abad Colorado,Colombia,"June 28, 2019",2018,73,Colombian photojournalist Jesús Abad Colorado shares the stories behind a series of civil war photographs he captured throughout the '80s and '90s.,Documentaries
+s1970,Movie,El-Khawaga's Dilemma,Peter Mimi,"Hassan El Raddad, Mohamed Lotfy, Hana El Zahed, Hassan Hosny, Majed El Masry, Mohamed Ezz, Samia Trabelsi, Yasser Al Zankalouni, Ahmed El Sobky, Bayoumi Fouad",Egypt,"October 15, 2020",2018,94,"After a car crash, sparks fly for a financially struggling man and the daughter of a business tycoon, unraveling dark secrets and loose ends.",Action
+s1971,Movie,Elaan,K. Ramanlal,"Vinod Mehra, Rekha, Vinod Khanna, Helen, Madan Puri, Brahm Bhardwaj",India,"April 1, 2017",1971,143,"Journalist Naresh is hired to probe illegal activities on an island. When he's captured, a fellow prisoner gives him a ring with magic powers.",Action
+s1973,Movie,Elephants Dream 4 Hour,Bassam Kurdali,"Cas Jansen, Tygo Gernandt",Netherlands,"August 23, 2018",2006,196,"Friends Proog and Emo live in a capricious, seemingly infinite machine with a sinister purpose in this experimental computer-animated short.",International Movies
+s1974,Movie,Elevator Baby,Akhigbe Ilozobhie,"Toyin Abraham, Timini Egbuson, Shaffy Bello, Yemi Solade, Broda Shaggi, Sambasa Nzeribe, Ijeoma Aniebo, Blessing Onwukwe",Nigeria,"June 20, 2020",2019,84,"A chance encounter brings a brash, wealthy young man and an underprivileged woman together when they get stuck in an elevator and she goes into labor.",Dramas
+s1975,Movie,Elf Pets: A Fox Cub’s Christmas Tale,Chanda Bell,"Leslie Bellair, Brad Hyland, Brody Rose, Carol Aebersold",United States,"November 1, 2020",2020,28,An elite team of elves – and their furry fox cub friends – help bring the Christmas spirit to a boy whose mom may not make it home for the holidays.,Children
+s1976,Movie,Elf Pets: Santa’s Reindeer Rescue,Chanda Bell,"Brad Hyland, Drew Barber, Ashley Roberts, Lowrey Brown, Kristyl Tift, Manny Mahen, Olivia Berkeley, Eleanor Rocha",United States,"November 1, 2020",2020,27,"Determined to help Santa get ready for his merry rounds of gift-giving, a team of special elves wrangles in more reindeer and much-needed holiday magic.",Children
+s1977,Movie,Eli,Ciarán Foy,"Charlie Shotwell, Lili Taylor, Kelly Reilly, Max Martini, Sadie Sink, Deneen Tyler, Katia Gomez",United States,"October 18, 2019",2019,98,"With his desperate parents in tow, an 11-year-old boy with a debilitating illness checks into an isolated clinic to undergo experimental therapy.",Horror Movies
+s1978,Movie,Elisa & Marcela,Isabel Coixet,"Natalia de Molina, Greta Fernández, Sara Casasnovas, Tamar Novas, Kelly Lua, Manuel Lourenzo, Jorge Suquet, Ana Santos, Mariana Carballal, Roberto Leal, Luisa Merelas, Amparo Moreno, Lluís Homar, Manolo Solo, María Pujalte, Francesc Orella",Spain,"June 7, 2019",2019,119,"In 1901 Spain, Elisa Sánchez Loriga adopts a male identity in order to marry the woman she loves, Marcela Gracia Ibeas. Based on true events.",Dramas
+s1981,Movie,Elizabeth Harvest,Sebastian Gutierrez,"Abbey Lee, Ciarán Hinds, Carla Gugino, Matthew Beard, Dylan Baker",United States,"August 1, 2020",2019,109,"When a young newlywed enters the one chamber in her husband’s mansion that’s off-limits, she faces the horrifying consequences of defying the rules.",Dramas
+s1982,TV Show,Ellen DeGeneres: Relatable,"Joel Gallen, Tig Notaro",Ellen DeGeneres,United States,"December 18, 2018",2018,1,"In her first special since 2003, Ellen revisits her road to stardom and details the heartfelt – and hilarious – lessons she's learned along the way.",Stand-Up
+s1983,Movie,Elles étaient en guerre (1914-1918),"Fabien Beziat, Hugues Nancy",Nathalie Baye,France,"December 31, 2017",2014,93,Trace the overlapping journeys of exceptional women swept up in World War I and hear their tales of bravery on history's front lines.,Documentaries
+s1986,Movie,Elliot the Littlest Reindeer,Jennifer Westcott,"Josh Hutcherson, Samantha Bee, Martin Short, Morena Baccarin, Jeff Dunham, John Cleese",Canada,"November 1, 2020",2018,90,"When Blitzen suddenly retires, a miniature horse determined to join Santa's reindeer team faces fierce competition in the North Pole tryouts.",Children
+s1987,Movie,Elstree 1976,Jon Spira,"Paul Blake, Jeremy Bulloch, John Chapman, Anthony Forrest, Laurie Goode, Garrick Hagon, Derek Lyons, Angus MacInnes, David Prowse, Pam Rose",United Kingdom,"September 6, 2016",2015,102,"Then and now footage of bit players who appeared in ""Star Wars"" tells the story of how the film and its legions of fans changed their lives forever.",Documentaries
+s1988,Movie,Emelie,Michael Thelin,"Sarah Bolger, Joshua Rush, Carly Adams, Thomas Bair, Susan Pourfar, Chris Beetem",United States,"August 2, 2018",2016,82,"A suburban couple hires a new sitter to watch their three kids for the night, unaware that the young woman isn't who she claims to be.",Horror Movies
+s1989,Movie,EMI: Liya Hai To Chukana Padega,Saurabh Kabra,"Sanjay Dutt, Arjun Rampal, Malaika Arora, Aashish Chaudhary, Neha Uberoi, Urmila Matondkar, Manoj Joshi, Daya Shanker Pandey, Pushkar Jog, Kulbhushan Kharbanda",India,"May 15, 2019",2008,128,A bank hires an enigmatic and unorthodox debt collector to recover money from four borrowers who are unable to pay their loans.,Comedies
+s1993,Movie,Emma' (Mother),Riri Riza,"Cut Mini Theo, Christoffer Nelwan, Arman Dewarti, Jajang C. Noer, Indah Permatasari, Dimi Cindyastira, Irmawati Jabbar, Andreuw Parinussa, Fanesa Kayla",Indonesia,"October 5, 2018",2016,74,"In 1950s Makassar, the life of a devoted mother is upended when another woman enters her husband's life.",Dramas
+s1994,Movie,Emo the Musical,Neil Triffett,"Benson Jack Anthony, Jordan Hare, Rahart Adams, Jon Prasida, Lucy Barrett, Ben Bennett, Craig Hyde-Smith, Geraldine Viswanathan, Kevin Clayette, Bridie Carter",Australia,"February 1, 2018",2016,94,"Expelled from private school for attempted suicide, emo Ethan enters the world of Seymour High and meets a cute Christian who's ready to convert him.",Dramas
+s1998,Movie,Employee of the Month,Greg Coolidge,"Dane Cook, Jessica Simpson, Dax Shepard, Andy Dick, Tim Bagley, Brian George, Efren Ramirez, Marcello Thedford, Danny Woodburn, Harland Williams",United States,"October 1, 2020",2006,108,Warehouse workers Vince and Zack compete in a full-on war to be named Employee of the Month and win a date with their dream girl.,Comedies
+s2000,Movie,Encounter: The Killing,Ajay Phansekar,"Naseeruddin Shah, Tara Deshpande, Akash Khurana, Ratna Pathak Shah, Dilip Prabhavalkar, Avtar Gill",India,"December 31, 2019",2002,151,"After accidentally killing a young mobster, a guilt-stricken police officer searches for the parents who never came forward to claim their son's body.",Dramas
+s2003,Movie,End of Watch,David Ayer,"Jake Gyllenhaal, Michael Peña, Natalie Martinez, Anna Kendrick, David Harbour, Frank Grillo, America Ferrera, Cle Sloan, Jaime FitzSimons, Cody Horn, Shondrella Avery, America Ferrara",United States,"November 23, 2019",2012,109,"Officers Taylor and Zavala patrol the streets of South Central Los Angeles, an area of the city ruled by gangs and riddled with drug violence.",Action
+s2005,Movie,Enemy,Denis Villeneuve,"Jake Gyllenhaal, Mélanie Laurent, Sarah Gadon, Isabella Rossellini, Joshua Peace, Tim Post",Canada,"July 15, 2018",2013,91,"When a humdrum academic spots his double in a movie, he launches a search that leads him to a small-time actor who looks exactly like him.",Independent Movies
+s2007,Movie,English Babu Desi Mem,Praveen Nischol,"Shah Rukh Khan, Sonali Bendre, Rajeshwari, Saeed Jaffrey, Kiran Kumar, Baba Brahmbhatt, Ishita Haria, Sunny Singh, Gulshan Bawra",India,"May 1, 2017",1996,163,"After his brother dies, wealthy Vikram reluctantly returns to India and forms a surprise bond with his orphaned nephew and the showgirl raising him.",Comedies
+s2008,Movie,Enissa Amani: Ehrenwort,Max Amini,Enissa Amani,Germany,"April 26, 2018",2018,66,"Live from Hamburg, Iranian-German comedian Enissa Amani shares her take on German engineering, tax deductions and online fan-mail etiquette.",Stand-Up
+s2009,Movie,Enlighten Us,Jenny Carchman,James Arthur Ray,United States,"January 18, 2017",2016,93,This documentary digs deep to recount the saga of the superstar self-help guru convicted of negligent homicide in the deaths of three followers.,Documentaries
+s2010,Movie,Enola Holmes,Harry Bradbeer,"Millie Bobby Brown, Henry Cavill, Sam Claflin, Helena Bonham Carter, Louis Partridge, Burn Gorman, Adeel Akhtar, Susan Wokoma, Frances de la Tour, Fiona Shaw",United Kingdom,"September 23, 2020",2020,124,"While searching for her missing mother, intrepid teen Enola Holmes uses her sleuthing skills to outsmart big brother Sherlock and help a runaway lord.",Action
+s2012,Movie,Entanglement,Jason James,"Thomas Middleditch, Jess Weixler, Diana Bang, Randal Edwards, Marilyn Norry, Johannah Newmarch, Nicole LaPlaca",Canada,"December 9, 2018",2018,85,"After his ailing father makes a shocking confession, a desperately depressed man sets out to find the woman he believes will change his destiny.",Dramas
+s2013,Movie,Enter the Anime,Alex Burunova,"Kozo Morishita, Yoko Takahashi, Shinji Aramaki, Kenji Kamiyama",United States,"August 5, 2019",2019,59,"What is anime? Through deep-dives with notable masterminds of this electrifying genre, this fast-paced peek behind the curtain seeks to find the answers.",Documentaries
+s2014,Movie,Enter the Dragon,Robert Clouse,"Bruce Lee, John Saxon, Jim Kelly, Ahna Capri, Kien Shih, Robert Wall, Angela Mao, Betty Chung, Geoffrey Weeks, Bolo Yeung, Peter Archer",Hong Kong,"January 1, 2021",1973,103,"Recruited by a British agent, Shaolin master Lee infiltrates a remote island and a brutal martial arts tournament to spy on a sinister crime lord.",Action
+s2015,Movie,Enter the Warriors Gate,Matthias Hoene,"Jeff Daniels, Jack O'Connell, Michelle Dockery, Scoot McNairy, Merritt Wever, Thomas Brodie-Sangster, Francis Ng, Ni Ni",France,"August 5, 2017",2016,105,"An avid gamer is magically transported to ancient China, where he must become a warrior in order to save the princess from an evil warlord.",Action
+s2017,Movie,Equals,Drake Doremus,"Nicholas Hoult, Kristen Stewart, Jacki Weaver, Guy Pearce, Rebecca Hazlewood, Scott Lawrence, Kai Lennox, Rizwan Manji",United States,"October 28, 2018",2015,102,Two young lovers depart from the norm simply by having romantic feelings for each other in a society where humans have been relieved of all emotions.,Dramas
+s2019,Movie,Equilibrium,Kurt Wimmer,"Christian Bale, Emily Watson, Taye Diggs, Angus Macfadyen, Sean Bean, Sean Pertwee, Matthew Harbour, William Fichtner",United States,"June 8, 2019",2002,107,"In a dystopian future, a totalitarian regime maintains peace by subduing the populace with a drug, and displays of emotion are punishable by death.",Action
+s2022,Movie,Eric Andre: Legalize Everything,Eric Notarnicola,Eric André,United States,"June 23, 2020",2020,52,"Eric Andre takes the stage in New Orleans and tackles flawed fast-food icons, the wonders of autofill and the bizarre choice for the ""Cops"" theme song.",Stand-Up
+s2023,Movie,Eric ldle's What About Dick?,"Eric Idle, Aubrey Powell","Russell Brand, Billy Connolly, Tim Curry, Eric Idle, Eddie Izzard, Jane Leeves, Jim Piddock, Tracey Ullman, Sophie Winkleman",United States,"October 2, 2018",2012,81,"In a madcap stage play from Monty Python icon Eric Idle, comic greats perform the decline and fall of the British Empire ... as told through a piano.",Comedies
+s2024,Movie,Errementari: The Blacksmith and the Devil,Paul Urkijo Alijo,"Kandido Uranga, Uma Bracaglia, Eneko Sagardoy, Ramón Agirre, Josean Bengoetxea, Gotzon Sánchez, José Ramón Argoitia, Gorka Aguinagalde, Iñigo de la Iglesia, Aitor Urtzelai",Spain,"October 12, 2018",2018,99,"A brutal blacksmith tortures a demon he blames for his misery, unaware a trespassing orphan is about to change everything. Based on Basque folklore.",Horror Movies
+s2025,Movie,Escape from Mr. Lemoncello’s Library,Scott McAboy,"Casey Simpson, Breanna Yde, Klarke Pipkin, Angel Luis Rivera Jr., Russell Roberts, Ty Consiglio, Hayley Scherpenisse, Patti Allan, Katey Hoffman",United States,"November 2, 2019",2017,69,An eccentric game designer builds a library full of traps and tricks for a group of kids who score the chance to navigate his elaborate scavenger hunt.,Children
+s2026,Movie,"Escape from the ""Liberty"" Cinema",Wojciech Marczewski,"Janusz Gajos, Zbigniew Zamachowski, Teresa Marczewska, Piotr Fronczewski, Władysław Kowalski, Michał Bajor, Jan Peszek, Jerzy Bińczycki",Poland,"October 1, 2019",1990,88,"Artistic rebellion ignites at the movies when film characters suddenly speak freely to the audience, prompting a surly censor to combat the uprising.",Comedies
+s2027,Movie,Escaping Tel Aviv,Sherif Arafa,"Karim Abdel Aziz, Mona Zaki, Sherif Mounir, Entsar, Salem Klass, Sabri Abdulmonem, Kinda Alloush, Yasser Ali Maher, Kamal Suliman, Jerjes Jbara",Egypt,"May 19, 2020",2009,120,"After her husband reveals he's an undercover Mossad agent, an Egyptian woman and their children are taken to Israel, prompting an urgent rescue mission.",Action
+s2029,Movie,Esperando La Carroza,Alejandro Doria,"Luis Brandoni, China Zorrilla, Antonio Gasalla, Julio De Grazia, Betiana Blum, Monica Villa, Juan Manuel Tenuta, Andrea Tenuta, Cecilia Rossetto, Enrique Pinti",Argentina,"July 15, 2018",1985,95,Cora has three sons and a daughter and she´s almost 80. One day during a family reunion the big question comes up: who will be her heir?,Comedies
+s2030,Movie,Estar o no estar,Marcelo González,"Flavio Medina, Aislinn Derbez, Patricia Reyes Spíndola, Tiaré Scanda, Angélica Aragón, Horacio Castelo, Gonzalo Garcia Vivanco, Rubén González Garza, Iliana de la Garza, Mary Paz Mata",Mexico,"January 14, 2017",2016,100,"An ill and addled man recalls what seems to be a brief but powerful past romance with a kindred spirit, a young Russian woman who lived a lonely life.",Dramas
+s2035,Movie,Euphoria,Valeria Golino,"Riccardo Scamarcio, Valerio Mastandrea, Isabella Ferrari, Valentina Cervi, Jasmine Trinca, Andrea Germani, Marzia Ubaldi, Iaia Forte",Italy,"November 1, 2019",2018,110,"An entrepreneur prone to partying and his estranged brother, a teacher resigned to a humdrum life, begin to bond under fragile circumstances.",Dramas
+s2037,Movie,Eurovision Song Contest: The Story of Fire Saga,David Dobkin,"Will Ferrell, Rachel McAdams, Dan Stevens, Melissanthi Mahut, Mikael Persbrandt, Ólafur Darri Ólafsson, Graham Norton, Demi Lovato, Pierce Brosnan",United States,"June 26, 2020",2020,124,"Two small-town singers chase their pop star dreams at a global music competition, where high stakes, scheming rivals and onstage mishaps test their bond.",Comedies
+s2038,Movie,Evan Almighty,Tom Shadyac,"Steve Carell, John Goodman, Molly Shannon, Lauren Graham, Graham Phillips, Johnny Simmons, Morgan Freeman, Wanda Sykes, John Michael Higgins, Jonah Hill, Jimmy Bennett",United States,"April 16, 2019",2007,96,"God summons narcissistic Evan to build an ark in preparation for a flood. Meanwhile, Evan's family interprets his new hobby as a midlife crisis.",Children
+s2039,Movie,EVANGELION: DEATH (TRUE)²,Hideaki Anno,"Megumi Ogata, Kotono Mitsuishi, Megumi Hayashibara, Yuko Miyamura, Yuriko Yamaguchi, Fumihiko Tachiki, Motomu Kiyokawa, Koichi Yamadera, Takehito Koyasu, Hiro Yuki, Miki Nagasawa, Mugihito, Akira Ishida",Japan,"June 21, 2019",1998,69,"Fifteen years after the Second Impact, apathetic teen Shinji joins his father's group NERV to fight the Angels. But the truth may destroy them all.",Action
+s2042,Movie,Even the Rain,Icíar Bollaín,"Luis Tosar, Gael García Bernal, Juan Carlos Aduviri, Karra Elejalde, Raúl Arévalo, Carlos Santos, Cassandra Ciangherotti, Milena Soliz, Leónidas Chiri, Vicente Romero, Daniel Currás, Pau Cólera",Spain,"May 17, 2011",2010,103,"While making a film about the incursion of Christopher Columbus in the New World, a director finds the Bolivian locals protesting modern exploitation.",Dramas
+s2043,Movie,Evening Shadows,Sridhar Rangayan,"Mona Ambegaonkar, Anant Mahadevan, Devansh Doshi, Arpit Chaudhary, Yamini Singh, Abhay Kulkarni, Veena Nair, Disha Thakur",India,"February 27, 2019",2018,102,"When her son comes out to her as gay, a religious mother struggles to reconcile his truth with her own beliefs and their orthodox family values.",Dramas
+s2044,Movie,Event Horizon,Paul W.S. Anderson,"Laurence Fishburne, Sam Neill, Kathleen Quinlan, Joely Richardson, Richard T. Jones, Jack Noseworthy, Jason Isaacs, Sean Pertwee",United Kingdom,"January 1, 2020",1997,96,"After a signal is received from a long-missing spaceship, a rescue ship investigates, but the crew soon realizes something unimaginable has happened.",Horror Movies
+s2046,Movie,Every Time I Die,Robi Michael,"Drew Fonteiro, Marc Menchaca, Michelle Macedo, Tyler Fleming, Melissa Macedo, Kenneth Moronta, Frankie Hinton",United States,"February 25, 2020",2019,98,"After a paramedic’s violent death during a weekend trip, his spirit inhabits his friends’ bodies in an effort to save them from a similar fate.",Dramas
+s2047,Movie,Everybody Knows,Asghar Farhadi,"Penélope Cruz, Javier Bardem, Ricardo Darín, Eduard Fernández, Bárbara Lennie, Inma Cuesta, Elvira Mínguez, Ramón Barea, Carla Campra, Sara Sálamo, Roger Casamajor, José Ángel Egido",Spain,"June 6, 2019",2019,133,"Journeying back to her small Spanish hometown for her sister's wedding, Laura must grapple with long-buried secrets when her daughter is abducted.",Dramas
+s2048,Movie,Everyday I Love You,Mae Czarina Cruz,"Enrique Gil, Liza Soberano, Gerald Anderson, Aiko Melendez, Carmina Villaroel, Ariel Rivera, Marissa Delgado, Liza Lorena",Philippines,"March 4, 2019",2015,124,"While patiently waiting for her boyfriend to come out of his coma, Audrey finds herself falling for the caring and successful Ethan.",Dramas
+s2050,Movie,Everything About Her,Joyce Bernal,"Angel Locsin, Xian Lim, Vilma Santos, Michael De Mesa, Nonie Buencamino, Khalil Ramos, Devon Seron, Alexa Ilacad, Nor Domingo, Robert Villar",Philippines,"March 14, 2019",2016,127,A hard-driving real estate tycoon who becomes ill with cancer hires a medical caretaker who helps her begin to mend fences with her estranged son.,Comedies
+s2054,Movie,Evolution,Ivan Reitman,"David Duchovny, Julianne Moore, Orlando Jones, Seann William Scott, Ted Levine, Ethan Suplee, Michael Bower, Pat Kilbane, Ty Burrell, Dan Aykroyd",United States,"November 20, 2019",2001,102,"After two community college geology professors discover microscopic alien life-forms on a meteorite, the military and government become involved.",Comedies
+s2055,Movie,Evvarikee Cheppoddu,Basava Shankar Eeday,"Rakesh Varre, Gargeyi, Vamsi raj Nekkanti, D P Ghani, K Prasanna",India,"November 27, 2019",2019,134,"When caste differences throw a wrench into their otherwise blossoming relationship, a couple must somehow convince the girl’s father to let them marry.",Comedies
+s2056,Movie,Ex Machina,Alex Garland,"Domhnall Gleeson, Alicia Vikander, Oscar Isaac, Sonoya Mizuno, Claire Selby, Symara Templeman, Gana Bayarsaikhan, Tiffany Pisani, Corey Johnson, Evie Wray, Deborah Rosan",United Kingdom,"July 26, 2018",2015,108,"A coder at a tech company wins a week-long retreat at the compound of his company's CEO, where he's tasked with testing a new artificial intelligence.",Dramas
+s2060,Movie,Executive Decision,Stuart Baird,"Kurt Russell, Halle Berry, John Leguizamo, Oliver Platt, Steven Seagal, Joe Morton, David Suchet, BD Wong, Len Cariou, Whip Hubley",United States,"November 1, 2019",1996,133,"When terrorists hijack a 747 and turn it into a nerve gas bomb aimed at Washington, D.C., commandos use an experimental plane to try to stop them.",Action
+s2061,Movie,Exes Baggage,Dan Villegas,"Angelica Panganiban, Carlo Aquino, Dionne Monsanto",Philippines,"October 22, 2020",2018,103,"After years apart, a former couple reunites and gets reacquainted with the pains of love as they work to heal wounds from the past.",Dramas
+s2064,Movie,Exit Strategy,Michael Whitton,"Jameel Saleem, Kimelia Weathers, Quincy Harris, Big Boy, Kevin Hart, Misty Alli, Noelle Balfour, Sid Burston, Carlos Castillo, Liz Hernandez, Nick Sinise",United States,"March 3, 2019",2012,79,"When James's living situation turns sour, he has little choice but to move in with his new girlfriend – a decision he almost immediately regrets.",Comedies
+s2065,Movie,Exit Wounds,Andrzej Bartkowiak,"Steven Seagal, DMX, Isaiah Washington, Anthony Anderson, Michael Jai White, Bill Duke, Jill Hennessy, Tom Arnold, Bruce McGill, David Vadim, Eva Mendes",United States,"October 1, 2019",2001,101,Maverick cop Orin Boyd joins forces with an unlikely ally in gangster Latrell Walker to take down a group of dirty Detroit cops.,Action
+s2067,Movie,Expedition Happiness,Selima Taibi,"Selima Taibi, Felix Starck",Germany,"January 31, 2018",2017,96,"A filmmaker and his musician girlfriend attempt an epic road trip with their dog, traveling across North America in a refurbished school bus.",Documentaries
+s2068,Movie,Expelled from Paradise,Seiji Mizushima,"Rie Kugimiya, Wendee Lee, Shinichiro Miki, Steve Blum, Hiroshi Kamiya, Johnny Yong Bosch",Japan,"June 25, 2018",2014,103,"In the wake of a global catastrophe, the human survivors are ""uploaded"" into a cyber network, but someone or something is infiltrating the system.",Action
+s2070,Movie,Expo,Joseph Mbah,"Derek Davenport, Amelia Haberman, Shepsut Wilson, Titus Covington, Hayley Vrana, Michael Alvarez, Richard Lippert, Alfoniso Lopez",United States,"August 29, 2019",2019,81,"Mistakenly accused of kidnapping, a veteran soldier leaves a trail of broken bad guys in his wake as he tries to rescue a teen sex trafficking victim.",Action
+s2071,Movie,Extinction,Ben Young,"Michael Peña, Lizzy Caplan, Israel Broussard, Mike Colter, Emma Booth, Lex Shrapnel, Erica Tremblay, Lilly Aspell",United States,"July 27, 2018",2018,95,"Plagued by dreams of an alien invasion, a family man faces his worst nightmare when an extraterrestrial force begins exterminating Earth's inhabitants.",Action
+s2072,Movie,Extraction,Sam Hargrave,"Chris Hemsworth, Rudhraksh Jaiswal, Randeep Hooda, Golshifteh Farahani, Pankaj Tripathi, David Harbour",United States,"April 24, 2020",2020,117,A hardened mercenary's mission becomes a soul-searching race to survive when he's sent into Bangladesh to rescue a drug lord's kidnapped son.,Action
+s2076,Movie,"Extremely Wicked, Shockingly Evil and Vile",Joe Berlinger,"Zac Efron, Lily Collins, Kaya Scodelario, Jeffrey Donovan, Angela Sarafyan, Jim Parsons, John Malkovich, Haley Joel Osment, Dylan Baker, Brian Geraghty",United States,"May 3, 2019",2019,110,Single mother Liz falls for Ted Bundy and refuses to believe the truth about his crimes for years. A drama based on a true story.,Dramas
+s2078,Movie,Eye For An Eye,Paco Plaza,"Luis Tosar, Xan Cejudo, Ismael Martínez, Enric Auquer, María Vázquez, Daniel Currás, Rebeca Montero, Luisa Mayol, Jessica Serna, Tamara Canosa",Spain,"January 15, 2020",2019,108,"A cartel boss is released from prison and unknowingly put in the care of a vengeful nurse, whose life was tragically impacted by the drug lord.",Dramas
+s2079,Movie,Eyyvah Eyyvah,Hakan Algül,"Demet Akbağ, Ata Demirer, Özge Borak, Bican Günalan, Salih Kalyon, Tanju Tuncel, Meray Ülgen",Turkey,"March 10, 2017",2010,99,"A clarinet player who lives with his grandparents in a small village is forced to move to Istanbul, where he meets a singer enjoying sudden fame.",Comedies
+s2080,Movie,Eyyvah Eyyvah 2,Hakan Algül,"Demet Akbağ, Ata Demirer, Özge Borak, Salih Kalyon, Tanju Tuncel, Meray Ülgen, Bican Günalan, Tarık Ünlüoğlu, Ayşenil Şamlıoğlu",Turkey,"March 10, 2017",2011,106,"Hüseyin has found his father, and now has one more mission – to get together with the girl of his dreams, with a little help from his new friend.",Comedies
+s2081,Movie,Eyyvah Eyyvah 3,Hakan Algül,"Demet Akbağ, Ata Demirer, Özge Borak, Salih Kalyon, Tanju Tuncel, Serra Yılmaz, Tarık Ünlüoğlu, Ayşenil Şamlıoğlu",Turkey,"March 10, 2017",2014,103,"Life is tough for Hüseyin after marrying his true love. He works day and night to support his growing family, while singer Firuzan copes with fame.",Comedies
+s2085,Movie,F the Prom,Benny Fine,"Cameron Palatas, Richard Karn, Cheri Oteri, Danielle Campbell, Nicholle Tom, Joel Courtney, Luke Bilyk",United States,"March 5, 2018",2017,92,"Maddy and Cole were inseparable before high school. Then she got popular; he didn't. But after Maddy is betrayed, she and Cole reunite – to ruin prom.",Comedies
+s2086,Movie,F.R.E.D.I.,Sean Olson,"Kelly Hu, Angus Macfadyen, Candace Cameron Bure, Lucius Hoyos, Reid Miller, Tyler Christopher, Casimere Jollette, Christina Cox, Texas Battle, Harvey Guillen",United States,"December 15, 2018",2018,90,"Venturing into the woods, high schooler James discovers an intelligent robot that he must save from the hands of a businessman with an evil scheme.",Children
+s2087,Movie,Fabrizio Copano: Solo pienso en mi,"Rodrigo Toro, Francisco Schultz",Fabrizio Copano,Chile,"September 8, 2017",2017,60,"Fabrizio Copano takes audience participation to the next level in this stand-up set while reflecting on sperm banks, family WhatsApp groups and more.",Stand-Up
+s2089,Movie,Face 2 Face,Matt Toronto,"Daniela Bobadilla, Daniel Amerman, Kevin McCorkle, Mary Gordon Murray, Emily Jordan, Karrie Cox, Nicholas James Reilly, Enspirit, Sheldon A. Smith, Michael Soulema",United States,"January 15, 2018",2017,89,"Two former friends, who now live far apart, learn about each other's insecurities and secrets over a series of video chats.",Dramas
+s2090,Movie,Fadily Camara : La plus drôle de tes copines,Gautier & Leduc,Fadily Camara,France,"November 14, 2019",2019,54,"Irrepressible French comedian Fadily Camara weaves jokes, vivid characters and physical comedy into a lively stand-up show at La Cigale in Paris.",Stand-Up
+s2092,Movie,"Faith, Hope & Love",Robert Krantz,"Robert Krantz, Peta Murgatroyd, Corbin Bernsen, Michael Richards, Nancy Stafford",United States,"February 4, 2020",2019,106,"After shattering losses, a recent divorcée and a heartbroken widower restore their lives when they partner for a dance competition to save her studio.",Comedies
+s2094,Movie,Fakkah Fuzz: Almost Banned,Michael McKay,Fakkah Fuzz,Singapore,"January 26, 2018",2018,61,Stand-up comic Fakkah Fuzz mines cross-cultural humor from the experience of growing up as an outspoken Malay man in Singapore.,Stand-Up
+s2095,Movie,Fakta Ladh Mhana,Sanjay Jadhav,"Sachin Khedekar, Bharat Jadhav, Aniket Vishwasrao, Siddarth Jadhav, Sanjay Narvekar, Vaibhav Mangale, Santosh Juvekar, Sanjay Khapre, Mahesh Manjrekar",India,"February 15, 2018",2011,150,"A young man enlists the help of his friends to avenge his uncle's death by taking on a powerful, unscrupulous politician.",Action
+s2096,Movie,Fall Girls,Chris Stokes,"Amara La Negra, Erica Hubbard, Joely Fisher, Paris Phillips, Erica Peeples, Tami Roman, Alfred Thomas II, J-Boog, Hunter Ives, Dylan Mooney",United States,"January 1, 2020",2019,80,"Following a night of hard partying that left their tycoon boss dead, four women try to keep it a secret in hopes of closing a billion-dollar deal.",Comedies
+s2098,Movie,Fallen,Gregory Hoblit,"Denzel Washington, John Goodman, Donald Sutherland, Embeth Davidtz, James Gandolfini, Elias Koteas, Gabriel Casseus, Michael J. Pagan, Robert Joy",United States,"November 1, 2019",1998,124,A tough homicide cop faces his most dangerous assignment when he must stop a murderous evil spirit who can move from one host to the next.,Thrillers
+s2100,Movie,Falling Inn Love,Roger Kumble,"Christina Milian, Adam Demos, Jeffrey Bowyer-Chapman, Anna Jullienne, Claire Chitham, Blair Strang, Jonathan Martin, William Walker, Daniel Watterson, Simone Walker",United States,"August 29, 2019",2019,98,"When a San Francisco exec wins a New Zealand inn, she ditches city life to remodel and flip the rustic property with help from a handsome contractor.",Comedies
+s2104,Movie,Familiye,"Sedat Kirtan, Kubilay Sarikaya","Kubilay Sarikaya, Arnel Taci, Muhammed Kirtan, Violetta Schurawlow, Burak Yiğit, Giwar Xatar Hajabi, Ridvan Kirtan, Ilhan Erdinc, Michael Hanemann, Sedat Kirtan",Germany,"May 1, 2019",2017,99,"An ex-con struggles to take care of his two brothers, a gambling addict and a young man with Down syndrome, after being released from prison.",Dramas
+s2105,Movie,Family Blood,Sonny Mallhi,"James Ransone, Vinessa Shaw, Ajiona Alexus, Colin Ford",United States,"May 5, 2018",2018,92,"A former addict moves to a new city with her children for a fresh start, but her struggle soon takes on an unexpected, supernatural dimension.",Horror Movies
+s2109,Movie,Fan of Amoory,Salmeen AlMurry Amer,"AlMulla AbdulRahman, Mansour Al Felei, Abdullah Bin Heider, Alhamadi Hamad, Alzaabi Matar, AlBloushi Mayed, Althogali Saif, Alaa Shakir",United Arab,"May 14, 2020",2018,109,"Inspired by his idol Omar Abdulrahman, a young boy navigates obstacles as he chases his dream of becoming a professional soccer player.",Children
+s2110,Movie,Fanatic,Keith L. Smith,"Denyce Lawton, Hosea Chanchez, Michelle Mitchenor, Darius McCrary, Shawne Merriman, Sticky Fingaz, Miguel A. Núñez Jr., Masika Kalysha, Zac Titus",United States,"August 24, 2019",2019,91,"When a successful young rap star has an affair with an obsessive fan, his life is turned upside down when she kidnaps him.",Thrillers
+s2111,Movie,Fanatyk,Michał Tylka,"Piotr Cyrwus, Mikołaj Kubacki, Anna Radwan, Marian Dziędziel, Jan Nowicki, Juliusz Chrząstowski, Małgorzata Krzysica, Jacek Strama",Poland,"February 14, 2020",2017,33,"As a son deals with his own struggles, he must calm his father's obsession with fishing before his outlandish behavior ruins the entire family.",Comedies
+s2112,Movie,Fandry,Nagraj Manjule,"Somnath Awghade, Suraj Pawar, Chhaya Kadam, Kishore Kadam, Rajeshwari Kharat, Bhushan Manjule, Nagraj Manjule, Sohail Shaikh, Sanjay Chaudhri, Vikas Pandurang Patil",India,"January 1, 2018",2014,102,"Spunky, lower-caste lad Jabya falls for lovely, upper-caste Shalu. But his family's derided social position proves a stubborn stumbling block to love.",Dramas
+s2114,Movie,Fantastica,Barry Gonzalez,"Vice Ganda, Richard Gutierrez, Dingdong Dantes, Bela Padilla",Philippines,"November 26, 2020",2018,114,The owner of a struggling carnival starts putting on small-time shows to save his wonderland as an old friend asks for help with a magical mission.,Comedies
+s2115,Movie,Faraar,Baljit Singh Deo,"Kainaat Arora, Jaggi Singh, Gippy Grewal",Australia,"December 1, 2018",2015,146,"When a man is arrested on arrival in America because authorities mistake him for a wanted gangster, a new friend tries to help him prove his innocence.",Action
+s2116,Movie,Farce,Shadi Ali,"Ahmed Fathy, Bayoumi Fouad, Sami Maghouri, Mohammed Tharwat, Mohamed Salam, Haya Ibrahim, Mohsen Mansour",Egypt,"June 6, 2019",2017,94,"A beauty expert, a drug dealer and a bungling revolutionary end up in the grips of an extremist group after meeting on a plane to Lebanon.",Comedies
+s2118,TV Show,Fary : Hexagone,"Adrien Lagier, Ousmane Ly",Fary,France,"April 16, 2020",2020,2,"French comedy phenom Fary puts a playful spin on questions of identity, culture and more in the first half of an epic two-part stand-up special.",International TV
+s2119,Movie,Fary Is the New Black,Kader Aoun,Fary,France,"April 3, 2018",2018,75,"Armed with sly wit, a fresh outlook and plenty of style, French comedy star Fary veers from dating to stereotypes and beyond in this exclusive special.",Stand-Up
+s2120,Movie,Fashion,Madhur Bhandarkar,"Priyanka Chopra, Kangana Ranaut, Mugdha Godse, Arbaaz Khan, Arjan Bajwa, Raj Babbar, Kiran Juneja, Samir Soni",India,"August 2, 2018",2008,158,A small-town girl finally realizes her dream of becoming a famous supermodel but soon finds there's a price for her glamorous new life.,Dramas
+s2123,Movie,Fat Ballerina - David A. Arnold,Milton Horowitz,David A. Arnold,United States,"March 2, 2020",2020,61,"Finally comfortable in his skin, seasoned comic David A. Arnold shares his talent for doing nothing, how he's petty and why divorce saves marriages.",Stand-Up
+s2124,Movie,Fatal Affair,Peter Sullivan,"Nia Long, Omar Epps, Stephen Bishop, Maya Stojan, Aubrey Cleland, Carolyn Hennesy",United States,"July 16, 2020",2020,90,A lawyer is caught in a terrifying game of cat and mouse when a drink with an old friend escalates into an obsession that jeopardizes everyone she loves.,Thrillers
+s2128,Movie,Fate/Grand Order -First Order-,Hitoshi Namba,"Nobunaga Shimazaki, Rie Takahashi, Ayako Kawasumi, Madoka Yonezawa, Kenichi Suzumura, Tomokazu Sugita",Japan,"September 1, 2020",2016,72,"Discovering that humanity is facing extinction, a new recruit to the Chaldea Security Organization goes back in time in order to save the future.",Action
+s2131,TV Show,Father Brown,Ian Barber,"Mark Williams, Sorcha Cusack, Nancy Carroll, Alex Price, Hugo Speer, Tom Chambers, Keith Osborn",United Kingdom," March 31, 2018",2017,6,"A modest, compassionate priest doubles as an effective crime solver in this series based on the short stories by G.K. Chesterton.",British TV
+s2134,Movie,Fatso,Rajat Kapoor,"Ranvir Shorey, Gul Panag, Purab Kohli, Neil Bhoopalam, Gunjan Bakshi, Saurabh Shukla, Atul Kumar, Brijendra Kala, Bharati Achrekar, Rahul Vohra",India,"February 15, 2019",2012,97,"Killed too soon due to a clerical error in heaven, a man is sent back to earth with a new lease on life, this time in the body of his portly friend.",Comedies
+s2136,Movie,Fear and Loathing in Las Vegas,Terry Gilliam,"Johnny Depp, Benicio Del Toro, Tobey Maguire, Ellen Barkin, Gary Busey, Christina Ricci, Mark Harmon, Cameron Diaz, Katherine Helmond, Michael Jeter, Craig Bierko, Lyle Lovett, Flea, Christopher Meloni, Harry Dean Stanton, Tim Thomerson",United States,"November 1, 2019",1998,118,A sportswriter and his Samoan lawyer embark on a hallucinogenic three-day romp from Los Angeles to Las Vegas in this counterculture cult favorite.,Comedies
+s2139,Movie,Fearless,Cory Edwards,"Yara Shahidi, Miles Robbins, Miguel J. Pimentel, Gabrielle Union, Jadakiss, Tom Kenny, Angie Martinez, Harland Williams, Fat Joe, Amari McCoy, Dwyane Wade",Canada,"August 14, 2020",2020,92,A teen gamer is forced to level up to full-time babysitter when his favorite video game drops three superpowered infants from space into his backyard.,Children
+s2140,TV Show,Feel Good,Ally Pankiw,"Mae Martin, Charlotte Ritchie, Lisa Kudrow, Sophie Thompson, Tom Andrews, Tobi Bamtefa, Phil Burgers, Ophelia Lovibond, Adrian Lukis, Ritu Arya, Ramon Tikaram",United Kingdom,"March 20, 2020",2020,1,"Stand-up comic Mae Martin navigates a passionate, messy new relationship with her girlfriend, George, while dealing with the challenges of sobriety.",Romantic TV
+s2141,Movie,Feel Rich,Peter Spirer,"Quincy Jones, Common, Russell Simmons, Fat Joe, Paul Wall, Quincy Jones III",United States,"August 23, 2017",2017,70,"Talking squarely to the hip-hop generation, musicians, athletes and others outline the benefits of exercise, a healthy diet and spiritual wellness.",Documentaries
+s2142,Movie,Feel the Beat,Elissa Down,"Sofia Carson, Wolfgang Novogratz, Donna Lynne Champlin, Eva Hauge, Rex Lee, Brandon Kyle Goodman, Lidya Jewett, Sadie Lapidus, Johanna Colón, Shaylee Mansfield, Shiloh Nelson, Justin Allan, Carina Battrick, Kai Zen, Marissa Jaret Winokur, Enrico Colantoni, Dennis Andres",United States,"June 19, 2020",2020,110,"After blowing a Broadway audition, a self-centered dancer reluctantly returns home and agrees to coach a squad of young misfits for a big competition.",Children
+s2144,Movie,Felipe Esparza: They're Not Going to Laugh at You,Scott L. Montoya,Felipe Esparza,United States,"July 3, 2018",2012,58,"""Last Comic Standing"" winner Felipe Esparza runs riot in his first comedy special with his wry comments on life as a wild man from East Los Angeles.",Stand-Up
+s2145,Movie,Felipe Neto: My Life Makes No Sense,Diego Pignataro,Felipe Neto,Brazil,"March 24, 2017",2017,91,"YouTube sensation Felipe Neto brings the stories from his autobiographical book ""Não Faz Sentido!"" to the stage in this comedy special.",Stand-Up
+s2146,Movie,Felix Lobrecht: Hype,Jan-Peter Horns,Felix Lobrecht,Germany,"November 3, 2020",2020,60,"Felix Lobrecht aims his dark humor at overly polite culture, weird laughter, the sheer awkwardness of a walking baby and more in this stand-up special.",Stand-Up
+s2148,Movie,Feo pero sabroso,Fernando Ayllón,"Iván Marín, Lina Cardona, Carlos Barbosa, Ana Cristina Botero, Karine Amaya, Fabiola Posada, Nelson Polanía, Andrea Carvajal, Rocío Tavera, Alberto Saavedra, Christian López, Jorge Herrera, Ricardo Quevedo",Colombia,"August 30, 2019",2018,91,"When an unattractive man gets engaged to a beautiful woman, their families oppose the union and the priest set to perform the ceremony is kidnapped.",Comedies
+s2149,Movie,Fernando Sanjiao: Hombre,"Raúl Campos, Jan Suter",Fernando Sanjiao,Argentina,"May 25, 2018",2018,63,Argentine actor and comedian Fernando Sanjiao uses humor and impersonations to explore the concepts of masculinity and fatherhood in modern times.,Stand-Up
+s2150,Movie,Ferrari Ki Sawaari,Rajesh Mapuskar,"Sharman Joshi, Boman Irani, Ritwik Sahore, Paresh Rawal, Deepak Shirke, Satyadeep Misra, Aakash Dabhade, Nilesh Diwekar, Vidya Balan",India,"August 1, 2019",2012,133,A father winds up involved with a stolen Ferrari as he tries to acquire the money to send his son to the leading cricket academy.,Comedies
+s2151,Movie,Ferris Bueller's Day Off,John Hughes,"Matthew Broderick, Alan Ruck, Mia Sara, Jeffrey Jones, Jennifer Grey, Cindy Pickett, Lyman Ward, Edie McClurg, Charlie Sheen, Kristy Swanson, Ben Stein, Del Close",United States,"January 3, 2020",1986,103,"Ferris convinces his entire school he's at death's door, then hits the streets of Chicago with his girlfriend and best friend for a day of fun.",Classic Movies
+s2152,Movie,Fida,Ken Ghosh,"Fardeen Khan, Kareena Kapoor, Shahid Kapoor, Kim Sharma, Akhilendra Mishra",India,"October 13, 2020",2004,117,An all-around nice guy finds himself in a dangerous situation after he makes the ultimate sacrifice for the woman he loves in this drama.,International Movies
+s2153,Movie,Fiddler on the Roof,Norman Jewison,"Topol, Norma Crane, Leonard Frey, Molly Picon, Paul Mann, Rosalind Harris, Michele Marsh, Neva Small, Paul Michael Glaser, Ray Lovelock",United States,"July 1, 2020",1971,181,"This adaptation of the musical chronicles the trials of a Jewish peasant, his wife, and their three strong-willed daughters in pre-revolutionary Russia.",Classic Movies
+s2154,Movie,Fierce,Anna Wieczur-Bluszcz,"Katarzyna Sawczuk, Maciej Zakościelny, Anita Sokołowska, Julia Kamińska, Tomasz Karolak, Maria Pakulnis, Barbara Wypych, Wojciech Solarz, Adrian Majewski, Michał Piprowski, Urszula Dudziak, Krzysztof Ibisz",Poland,"December 2, 2020",2020,118,"A gifted young singer becomes an instant sensation on a popular talent show. But her real goal is earning the love of her father, a member of the jury.",Comedies
+s2155,Movie,Fifty,Biyi Bandele,"Dakore Akande, Ireti Doyle, Nse Ikpe-Etim, Omoni Oboli",Nigeria,"December 28, 2015",2015,101,"In Lagos, Nigeria, four successful women on the verge of 50 take stock of their lives and loves over the course of one week.",Dramas
+s2158,Movie,Figaro Pho,Luke Jurevicius,Luke Jurevicius,United Kingdom,"September 1, 2016",2008,29,Quirky little Figaro has a whole alphabet's worth of phobias. These wordless animated shorts follow his many fears from A to Z.,Children
+s2160,Movie,Figures of Speech,Ari Levinson,Chris Pine,United States,"December 21, 2016",2016,92,"In this documentary, passionate high schoolers travel the country and come of age during a turbulent yearlong prep for a national speech competition.",Documentaries
+s2162,Movie,Filmworker,Tony Zierra,Leon Vitali,United States,"November 1, 2018",2017,94,Leon Vitali had a thriving acting career most others would envy. Then he gave it all up to devote himself completely to the vision of Stanley Kubrick.,Documentaries
+s2163,Movie,Filosofi Kopi The Movie,Angga Dwimas Sasongko,"Chicco Jerikho, Rio Dewanto, Julie Estelle, Jajang C. Noer, Slamet Rahardjo, Otig Pakis, Arash Buana, Hazel Raditya, Dimas Harya, Westny Dj",Indonesia,"October 11, 2018",2015,118,The level-headed owner of a struggling coffee shop finds his future at risk when his partner – a talented but cocky barista – makes a major bet.,Dramas
+s2164,Movie,Final Destination,James Wong,"Devon Sawa, Ali Larter, Kerr Smith, Kristen Cloke, Seann William Scott, Tony Todd, Daniel Roebuck, Chad Donella, Roger Guenveur Smith, Amanda Detmer",United States,"January 1, 2020",2000,98,"After narrowly avoiding a fatal plane explosion, a group of seemingly lucky teen classmates finds that Death is not so easily cheated.",Cult Movies
+s2165,Movie,Final Destination 2,David R. Ellis,"Ali Larter, A.J. Cook, Michael Landes, Terrence 'T.C.' Carson, Jonathan Cherry, Keegan Connor Tracy, Sarah Carter, Lynda Boyd, David Paetkau, Justina Machado",United States,"January 1, 2020",2003,90,"On a road trip with friends, Kimberly has a premonition that saves everyone from a freak accident. More terrifying visions prompt her to seek help.",Horror Movies
+s2166,Movie,Final Destination 3,James Wong,"Mary Elizabeth Winstead, Ryan Merriman, Kris Lemche, Alexz Johnson, Sam Easton, Jesse Moss, Gina Holden, Texas Battle, Chelan Simmons, Crystal Lowe, Amanda Crew",United States,"January 1, 2020",2006,93,"When a girl prevents her premonition of a deadly roller-coaster mishap from coming true, the survivors must face the consequences of cheating death.",Horror Movies
+s2168,Movie,Finally Found Someone,Theodore Boborol,"John Lloyd Cruz, Sarah Geronimo, Enchong Dee, Christian Bables, Joey Marquez, Yayo Aguila, Tetchie Agbayani, Dennis Padilla, Leo Rialp, Alwyn Uytingco",Philippines,"March 14, 2019",2017,125,"After a woman is very publicly left at the altar, the PR expert hired to fix the situation winds up falling in love with her.",International Movies
+s2170,Movie,Finding Agnes,Marla M. Ancheta,"Jelson Bay, Sue Ramirez, Sandy Andolong, Roxanne Guinoo, Cheska Iñigo, Hannah Ledesma, Yuan Francisco, Raffa Esplana, Varoon Kessop",Philippines,"November 30, 2020",2020,106,"On an emotional journey in Morocco, an entrepreneur pieces together the turbulent life of his estranged mother and meets her adopted daughter.",Dramas
+s2171,Movie,Fire at Sea,Gianfranco Rosi,"Samuele Caruana, Giuseppe Fragapane",Italy,"March 21, 2017",2016,114,"Heartbreak, hope and nostalgia collide in this complex portrait of Lampedusa, a Mediterranean island where thousands of migrants land each year.",Documentaries
+s2174,Movie,Fire in the Blood,Dylan Mohan Gray,William Hurt,India,"May 13, 2020",2012,83,Dylan Mohan Gray examines Africa's AIDS crisis and activists' battle with pharmaceutical companies to make life-saving HIV drugs more affordable.,Documentaries
+s2175,Movie,Firebrand,Aruna Raje,"Usha Jadhav, Girish Kulkarni, Sachin Khedekar, Rajeshwari Sachdev, Rushad Rana, Mrunal Oak",India,"February 22, 2019",2019,117,"While she successfully advocates for her female clients in difficult divorce cases, a lawyer’s trauma from sexual assault impacts her own marriage.",Dramas
+s2176,Movie,Fireflies,Sabal Singh Shekawat,"Rahul Khanna, Arjun Mathur, Shivani Ghai, Monica Dogra, Aadya Bedi",India,"April 24, 2019",2013,99,"Grappling with love and loss in their respective lives, two estranged brothers must confront their traumatic, unresolved past when they cross paths.",Dramas
+s2180,Movie,Fireworks,"Akiyuki Shinbo, Nobuyuki Takeuchi","Yuki Kaji, Nobuo Tobita, Michiko Neya, Mitsuru Miyamoto, Fumihiko Tachiki, Shintaro Asanuma, Takahiro Sakurai, Kana Hanazawa, Toshiyuki Toyonaga, Suzu Hirose, Shinichiro Miki, Mamoru Miyano, Takako Matsu, Masaki Suda",Japan,"December 25, 2019",2017,91,"Middle schooler Nazuna desperately wants to run away with her classmate Norimichi, who somehow turns back time on this fateful summer's day.",Anime Features
+s2182,Movie,First Impression,Arthur Muhammad,"Lamman Rucker, Lisa Arrindell Anderson, Elise Neal, Kendrick Cross",United States,"May 17, 2019",2018,96,"Unaware they’ve matched online, a struggling writer embellishes his lifestyle to impress a successful exec with whom he sparks an unexpected romance.",Comedies
+s2183,Movie,First Kill,Steven C. Miller,"Hayden Christensen, Bruce Willis, Gethin Anthony, Megan Leonard, Tyler Jon Olson, Shea Buckner, William DeMeo, Magi Avila, Ty Shelton, Christine Dye",United Kingdom,"September 1, 2019",2017,102,"A stock broker brings his young son back to the town where he grew up for a hunting trip, but things take a dangerous turn when they witness a crime.",Action
+s2184,Movie,First Kiss,Roy Poortmans,"Vajèn van den Bosch, Buddy Vedder, Leontine Borsato, Caroline de Bruijn, Stijn Fransen, Marije Zuurveld",Netherlands,"October 1, 2019",2018,90,A starry-eyed employee of a hot cosmetics company hires a dreamy photographer who is secretly indebted to a major rival – her sketchy aunt.,Dramas
+s2185,Movie,First Love,Paul Soriano,"Aga Muhlach, Bea Alonzo, Sandy Andolong, Albie Casiño, Edward Barber, Maureen Mann, Tim Donadt, Giselle Toengi, Raymond Lauchengco, Beverly Salviejo",Philippines,"November 12, 2020",2018,123,A chance encounter soon intertwines the lives of a reserved businessman and a vibrant photographer who is living with a grave heart condition.,Dramas
+s2186,Movie,First Match,Olivia Newman,"Elvire Emanuelle, Yahya Abdul-Mateen II, Colman Domingo, Jharrel Jerome, Kim Ramirez, Jared Kemp, Allen Maldonado",United States,"March 30, 2018",2018,103,A tenacious high school girl raised in foster homes in the inner city tries to reconnect with her ex-con father by joining a boys wrestling team.,Dramas
+s2188,Movie,First They Killed My Father,Angelina Jolie,"Sreymoch Sareum, Kompheak Phoeung, Socheata Sveng, Dara Heng, Sothea Khoun, Sreyneang Oun, Kimhak Mun, Chenda Run, Nika Sarun, Nita Sarun",Cambodia,"September 15, 2017",2017,137,A 5-year-old girl embarks on a harrowing quest for survival amid the sudden rise and terrifying reign of the Khmer Rouge in Cambodia.,Dramas
+s2189,Movie,FirstBorn,Nirpal Bhogal,"Antonia Thomas, Luke Norris, Thea Petrie, Eileen Davies, Jonathan Hyde",United Kingdom,"March 31, 2017",2016,90,A young couple fights supernatural foes in an attempt to save their daughter from the dark and mysterious forces that follow her every move.,Horror Movies
+s2190,Movie,Fisherman's Friends,Chris Foggin,"Daniel Mays, James Purefoy, David Hayman, Dave Johns, Sam Swainsbury, Tuppence Middleton, Noel Clarke, Maggie Steed, Vahid Gold, Christian Brassington",United Kingdom,"October 22, 2020",2019,112,"Sea shanties have long united 10 Cornish fishermen, but when their chants sail to the music charts, their friendship is kept at bay.",Comedies
+s2192,Movie,Fishtail,Andrew Renzi,Harry Dean Stanton,United States,"October 1, 2018",2015,61,Harry Dean Stanton narrates this documentary that follows two modern-day cowboys as they welcome new calves at Montana's Fishtail Basin Ranch.,Documentaries
+s2193,Movie,Fishtronaut: The Movie,"Célia Catunda, Kiko Mistrorigo, Rodrigo Eba","Fábio Lucindo, Celso Alves, Fernanda Bullara",Brazil,"April 25, 2018",2018,78,"Fishtronaut, Marina and Zeek travel to the big city in search of Grandpa, only to find that everyone else has mysteriously vanished too.",Children
+s2195,Movie,Fitoor,Abhishek Kapoor,"Aditya Roy Kapoor, Katrina Kaif, Tabu, Rahul Bhatt, Lara Dutta, Akshay Oberoi, Aditi Rao Hydari, Ajay Devgn",India,"August 2, 2018",2016,124,A young artist falls for an aristocratic young woman whose bitter mother has trained her in the art of breaking hearts.,Dramas
+s2197,TV Show,Five Came Back,Laurent Bouzereau,"Steven Spielberg, Guillermo del Toro, Lawrence Kasdan, Francis Ford Coppola, Paul Greengrass, Meryl Streep",United States,"March 31, 2017",2017,1,Five acclaimed contemporary directors tell the story of five legendary Hollywood filmmakers who enlisted in the armed forces to document World War II.,Docuseries
+s2198,Movie,Five Elements Ninjas,Cheh Chang,"Tien-chi Cheng, Tien Hsiang Lung, Meng Lo, Michael Chan Wai-Man, Pei Hsi Chen, Li Wang, Ke Chu",Hong Kong,"September 17, 2019",1982,104,"When five ninjas whose fighting styles are based on natural elements unleash their fury on a rival school, a lone survivor vows deadly revenge.",Action
+s2199,Movie,Five Nights in Maine,Maris Curran,"David Oyelowo, Dianne Wiest, Rosie Perez, Teyonah Parris, Hani Furstenberg, Bill Raymond",United States,"April 1, 2017",2015,83,"After his wife dies in a car accident, a grief-stricken man visits his estranged mother-in-law in Maine, where they try to help each other heal.",Dramas
+s2201,Movie,Fiza,Khalid Mohamed,"Karisma Kapoor, Jaya Bhaduri, Hrithik Roshan, Neha, Asha Sachdev, Bikram Saluja, Isha Koppikar, Johny Lever, Sushmita Sen, Manoj Bajpayee",India,"August 2, 2018",2000,163,"Fiza's brother disappears during Mumbai's horrifying 1993 riots. Each day, Fiza and her widowed mother hope that he will return.",Dramas
+s2203,Movie,Flash of Genius,Marc Abraham,"Greg Kinnear, Lauren Graham, Dermot Mulroney, Alan Alda, Bill Smitrovich, Mitch Pileggi, Daniel Roebuck, Tim Kelleher, Aaron Abrams, Chuck Shamata, Andrew Gillies",Canada,"January 16, 2017",2008,119,A college professor goes up against the giants of the auto industry when they fail to give him credit for inventing intermittent windshield wipers.,Dramas
+s2205,Movie,Flavors of Youth: International Version,"Xiaoxing Yi, Yoshitaka Takeuchi, Haoling Li","Taito Ban, Mariya Ise, Minako Kotobuki, Haruka Shiraishi, Hiroki Yasumoto, Takeo Otsuka, Ikumi Hasegawa, Takayuki Nakatsukasa",China,"August 4, 2018",2018,74,"Memories in a bowl of steaming noodles, a fading beauty finding her way and a bittersweet first love – all in these stories of city life in China.",Anime Features
+s2206,Movie,Flimflam,Khaled Marei,"Ahmed Helmy, Donia Samir Ghanim, Sabrine, Bayyumi Fuad, Jamila Adel Awad, Bea, Yasser El Tobgy, Enaam Salousa",Egypt,"June 13, 2019",2016,102,"Nosy family in tow, a fun-loving bachelor goes on a romantic getaway, but he ends up pretending to be married to a complete stranger to avoid trouble.",Comedies
+s2209,Movie,Flock of Four,Gregory Caruso,"Braeden Lemasters, Isaac Jay, Uriah Shelton, Dylan Riley Snyder, Coco Jones, Shane Harper, Nadji Jeter, Connor Paolo, Gatlin Green, Reg E. Cathey",United States,"August 1, 2018",2018,83,"One night in 1959, four young musicians venture from Pasadena to South-Central Los Angeles in the hopes of hearing a living jazz legend play.",Dramas
+s2213,Movie,Flying Guillotine 2,"Kang Cheng, Shan Hua","Feng Ku, Chung Wang, Szu Shih, Lung Ti, Lo Lieh, Szu-Chia Chen",Hong Kong,"July 31, 2018",1978,88,"The emperor's reign of terror expands. Heroic outlaw Ma Teng joins a squad of female rebels, whose leader is torn between family loyalties.",Action
+s2214,Movie,Follow Me,Asri Bendacha,Asri Bendacha,United Arab,"November 16, 2018",2017,86,"Aspiring to be an internet celebrity and make big bucks, a filmmaker travels the world to learn the tricks of the trade from social media influencers.",Documentaries
+s2222,Movie,For Colored Girls,Tyler Perry,"Kimberly Elise, Janet Jackson, Loretta Devine, Thandie Newton, Anika Noni Rose, Kerry Washington, Tessa Thompson, Phylicia Rashad, Whoopi Goldberg, Omari Hardwick, Macy Gray, Michael Ealy, Richard Lawson, Hill Harper, Khalil Kain",United States,"May 1, 2020",2010,134,This adaptation of Ntozake Shange's play consists of a series of poetic vignettes that explore the lives of modern African American women.,Dramas
+s2224,Movie,For Greater Glory,Dean Wright,"Rubén Blades, Bruce Greenwood, Bruce McGill, Peter O'Toole, Andy Garcia, Nestor Carbonell, Eduardo Verástegui, Catalina Sandino Moreno, Eva Longoria, Santiago Cabrera, Adrian Alonso, Oscar Isaac, Mauricio Kuri",Mexico,"August 2, 2019",2012,145,"When a vicious war against Catholics is waged in Mexico in the 1920s, a retired general joins the militia fighting to preserve religious freedom.",Dramas
+s2225,Movie,For Here or to Go?,Rucha Humnabadkar,"Ali Fazal, Melanie Chandra, Rajit Kapoor, Amitosh Nagpal, Omi Vaidya, Samrat Chakrabarti, Keith Stevenson",United States,"August 15, 2018",2015,105,A software engineer must decide if he'd rather navigate America's frustrating visa renewal process or simply return to his home country of India.,Comedies
+s2226,Movie,For Love or Money,Mark Murphy,"Robert Kazinsky, Samantha Barks, Ed Speleers, Tony Way, Rachel Hurd-Wood, Ivan Kaye, Anna Chancellor, David Hargreaves, Tanya Reynolds",United Kingdom,"August 16, 2019",2019,95,"When a goofy but likable millionaire discovers his fiancée’s plan to steal his wealth, he devises an unromantic scheme to make her life a living hell.",Comedies
+s2227,Movie,For the Birds,Richard Miron,Kathy Murphy,United States,"September 1, 2019",2018,93,"A woman with a passion for fowl keeps a menagerie of birds that draws the ire of neighbors, animal rights advocates and even her own family.",Documentaries
+s2228,Movie,For the Broken Hearted,Digo Ricio,"Yassi Pressman, Sam Concepcion, Louise De Los Reyes, Shy Carlos, Marco Gumabao, Katya Santos, Andrea Del Rosario, Lander Vera Perez, Christopher Roxas",Philippines,"April 15, 2020",2018,93,"In three interwoven stories, love ends up in limbo as romantic partners navigate bliss, loss, failures and feelings while trying to make happiness last.",Dramas
+s2229,Movie,For the Love of Benji,Joe Camp,"Patsy Garrett, Cynthia Smith, Allen Fiuzat, Ed Nelson, Art Vasil, Peter Bowles, Bridget Armstrong, Mihalis Lambrinos, Dean Goss, Tony Alatis",United States,"March 6, 2018",1977,84,"Benji and his owner get separated in Greece. On his quest to find them, he's targeted by various bad guys who want to get their hands on him.",Children
+s2230,Movie,For the Love of Spock,Adam Nimoy,"Leonard Nimoy, William Shatner, George Takei, Nichelle Nichols, Chris Pine, Zachary Quinto, Simon Pegg, Zoe Saldana, Jim Parsons, Jason Alexander, Neil deGrasse Tyson, J.J. Abrams",Canada,"December 2, 2016",2016,112,"The son of actor Leonard Nimoy directs this moving look at his father's portrayal of Spock, the iconic ""Star Trek"" character he played for 50 years.",Documentaries
+s2232,Movie,For Your Own Good,Carlos Therón,"Jose Coronado, Javier Cámara, Roberto Álamo, Pilar Castro, María Pujalte, Carmen Ruiz, Silvia Alonso, Georgina Amorós, Andrea Ros, Miki Esparbé",Spain,"October 1, 2017",2017,93,"Three brothers-in-law join forces to secretly drive away their daughters' undesirable boyfriends: anarchist Álex, bad-boy Dani and playboy Ernesto.",Comedies
+s2233,Movie,Forbidden Games: The Justin Fashanu Story,"Jon Carey, Adam Darke","Justin Fashanu, John Fashanu",United Kingdom,"December 1, 2017",2017,81,"This documentary chronicles the tragic, true story of Justin Fashanu, the first – and only – openly gay man to have played professional soccer.",Documentaries
+s2234,Movie,Forbidden Planet,Fred M. Wilcox,"Leslie Nielsen, Walter Pidgeon, Anne Francis, Jack Kelly, Warren Stevens, James Drury, Earl Holliman",United States,"November 1, 2019",1956,98,"A pulp-fiction sci-fi classic, Forbidden Planet stars Leslie Nielsen as a heroic starship captain who finds the paradise planet Altair-IV.",Action
+s2235,Movie,Force 2,Abhinay Deo,"John Abraham, Sonakshi Sinha, Tahir Raj Bhasin, Narendra Jha, Adil Hussain, Vikram Kapadia, Patricia Hittler, Genelia D'souza, Raj Babbar, Freddy Daruwala, Boman Irani",India,"February 27, 2017",2016,123,"An ex-cop investigates the death of his best friend and two other spies, killings that lead to a mole operating from India's embassy in Budapest.",Action
+s2237,Movie,Forensic,"Akhil Paul, Anas Khan","Tovino Thomas, Mamtha Mohandas, Renji Panicker, Saiju Kurup, Reba Monica John, Pratap Pothen, Giju John, Sreekanth Murali",India,"June 7, 2020",2020,132,"A pair of officers with history navigates clues from the past, false leads and a ticking clock to nab an elusive serial killer who targets young girls.",International Movies
+s2244,Movie,Forgive Us Our Debts,Antonio Morabito,"Marco Giallini, Claudio Santamaria, Jerzy Stuhr, Flonja Kodheli",Italy,"May 4, 2018",2018,105,"Threatened by creditors, a newly unemployed man agrees to work for a debt collector, but soon discovers his deal with the devil has unexpected costs.",Dramas
+s2245,Movie,Forgotten,Hang-Jun Jang,"Ha-neul Kang, Moo-Yul Kim, Young-hee Na, Seong-kun Mun, Myung-Ryul Nam, Eun-woo Lee, Chan-bi Jung, Go Choi, Seong-il Bae, Soon-won Lee",South Korea,"February 21, 2018",2017,109,"When his abducted brother returns seemingly a different man with no memory of the past 19 days, Jin-seok chases after the truth behind the kidnapping.",Dramas
+s2248,Movie,Fortune Feimster: Sweet & Salty,Krysia Plonka,Fortune Feimster,United States,"January 21, 2020",2020,61,"Actor, comedian and writer Fortune Feimster takes the stage and riffs on her southern roots, sexual awakenings, showbiz career and more.",Stand-Up
+s2249,Movie,Four Christmases,Seth Gordon,"Vince Vaughn, Reese Witherspoon, Robert Duvall, Sissy Spacek, Jon Voight, Jon Favreau, Mary Steenburgen, Dwight Yoakam, Tim McGraw, Kristin Chenoweth",Germany,"January 1, 2021",2008,88,A dating couple is forced to spend their first Christmas together visiting each of their four divorced parents – in a single day.,Comedies
+s2251,Movie,Four Sisters and a Wedding,Cathy Garcia-Molina,"Bea Alonzo, Toni Gonzaga, Angel Locsin, Shaina Magdayao, Enchong Dee, Sam Milby, Angeline Quinto, Coney Reyes",Philippines,"February 27, 2019",2013,125,"Four sisters unite to stop their young brother's pending nuptials upon meeting his fiancée’s demanding family, revealing long-simmering family issues.",Comedies
+s2252,Movie,Four Weddings and a Funeral,Mike Newell,"Hugh Grant, Andie MacDowell, James Fleet, Simon Callow, John Hannah, Kristin Scott Thomas, David Bower, Charlotte Coleman, David Haig, Rowan Atkinson, Sophie Thompson, Anna Chancellor, Corin Redgrave",United Kingdom,"August 1, 2019",1994,118,"A commitment-phobic Brit tries to reconnect with an alluring American who's about to make a seemingly awful mistake by marrying a wealthy, boring man.",Classic Movies
+s2253,Movie,Fracture,Gregory Hoblit,"Anthony Hopkins, Ryan Gosling, David Strathairn, Rosamund Pike, Embeth Davidtz, Billy Burke, Cliff Curtis, Fiona Shaw, Bob Gunton, Josh Stamberg",United States,"April 1, 2019",2007,113,"Ted Crawford, who allegedly attempted to murder his wife, is now locked in a battle of wits with a young assistant district attorney.",Dramas
+s2254,Movie,Fractured,Brad Anderson,"Sam Worthington, Lily Rabe, Stephen Tobolowsky, Adjoa Andoh, Lucy Capri, Lauren Cochrane, Shane Dean",United States,"October 11, 2019",2019,100,"After his wife and injured daughter disappear from an ER, a man conducts a panicked search and becomes convinced the hospital is hiding something.",Thrillers
+s2256,Movie,Frances Ha,Noah Baumbach,"Greta Gerwig, Mickey Sumner, Charlotte d'Amboise, Adam Driver, Hannah Dunne, Michael Esper, Grace Gummer, Patrick Heusinger, Josh Hamilton, Cindy Katz, Maya Kazan, Justine Lupe, Britta Phillips, Juliet Rylance, Dean Wareham, Michael Zegen",United States,"October 1, 2017",2012,86,"Determined to make it as a modern dancer in New York, a young woman pursues her unlikely goal with more enthusiasm than natural talent.",Comedies
+s2258,Movie,Franco Escamilla: Bienvenido al mundo,Ulises Valencia,Franco Escamilla,Mexico,"April 17, 2019",2019,54,"Comedian Franco Escamilla shares stories about parenting his children when they get into trouble, with reflections on gender, friendship and romance.",Stand-Up
+s2259,Movie,Franco Escamilla: Por la anécdota,Ulises Valencia,Franco Escamilla,Mexico,"June 8, 2018",2018,66,Mexican stand-up comedian Franco Escamilla draws his jokes from real-life experiences – and he's willing to do anything for new material.,Stand-Up
+s2260,Movie,Frank & Lola,Matthew Ross,"Michael Shannon, Imogen Poots, Michael Nyqvist, Justin Long, Stella Schnabel, Rosanna Arquette, Emmanuelle Devos",United States,"March 1, 2020",2016,87,A talented Las Vegas chef falls in love with an aspiring fashion designer but turns violently jealous when he realizes that she's hiding dark secrets.,Dramas
+s2263,Movie,"Frankenstein’s Monster’s Monster, Frankenstein",Daniel Gray Longino,"David Harbour, Alex Ozerov, Kate Berlant, Mary Woronov, Alfred Molina, Heather Lawless, Michael Lerner, Marion Van Cuyck, Bridey Elliott, O-Lan Jones, Lidia Porto, Graham Wagner, Randolph Thompson",United States,"July 16, 2019",2019,32,"When actor David Harbour finds lost footage of his father's disastrous televised stage play of a literary classic, he uncovers shocking family secrets.",Comedies
+s2265,Movie,Frat Star,"Grant S. Johnson, Ippsie Jones","Connor Lawrence, Justin Mark, Cathryn Dylan, Chris Elliott, Tyler Weaks, Max Sheldon, Austin Ramsey, Peter O'Connor, Nicole Balsam, Kaitlin Mesh",United States,"April 10, 2017",2017,85,A freshman uninterested in joining a fraternity is convinced to pledge by a rich roommate who introduces him to a world darker than he ever dreamed.,Comedies
+s2266,Movie,Freak Show,Trudie Styler,"Alex Lawther, Abigail Breslin, AnnaSophia Robb, Ian Nelson, Celia Weston, Laverne Cox, Bette Midler, Willa Fitzgerald, Larry Pine, John McEnroe, Mickey Sumner, Daniel Bellomy, Wally Dunn, Marceline Hugot",United States,"August 13, 2020",2018,91,"Forced to attend a new high school, a glamorous teen navigates hostile territory before taking a stand by running for homecoming queen.",Comedies
+s2267,Movie,Freaks,"Adam B. Stein, Zach Lipovsky","Emile Hirsch, Bruce Dern, Lexy Kolker, Grace Park, Amanda Crew, Aleks Paunovic, Michelle Harrison",United States,"March 3, 2020",2018,105,"Hidden away by her eccentric father, a mysterious young girl uncovers frightening truths when she starts to make contact with the outside world.",Independent Movies
+s2268,Movie,Freaks – You're One of Us,Felix Binder,"Cornelia Gröschel, Tim Oliver Schultz, Wotan Wilke Möhring, Nina Kunzendorf, Frederic Linkemann, Finnlay Berger, Gisa Flake, Ralph Herforth, Thelma Buabeng",Germany,"September 2, 2020",2020,93,"Tipped by a mysterious tramp, a meek fry cook discovers she has superpowers — and kindred spirits — and uncovers an unsavory, widespread conspiracy.",Dramas
+s2270,Movie,Fred Claus,David Dobkin,"Vince Vaughn, Paul Giamatti, John Michael Higgins, Miranda Richardson, Rachel Weisz, Kathy Bates, Trevor Peacock, Ludacris, Elizabeth Banks",United States,"January 1, 2021",2007,115,The holiday season is ruined for Santa Claus when his cranky older brother – a repo man with a sizable rap sheet – visits him at the North Pole.,Children
+s2271,Movie,Free Fire,Ben Wheatley,"Sharlto Copley, Armie Hammer, Brie Larson, Cillian Murphy, Jack Reynor, Babou Ceesay, Enzo Cilenti, Sam Riley, Michael Smiley, Noah Taylor, Patrick Bergin, Mark Monero",United Kingdom,"October 21, 2019",2016,91,A sketchy arms transaction in a deserted warehouse turns into a free-for-all when the two sides engage in a take-no-prisoners shootout.,Action
+s2275,Movie,Free State of Jones,Gary Ross,"Matthew McConaughey, Gugu Mbatha-Raw, Mahershala Ali, Keri Russell, Christopher Berry, Sean Bridgers, Jacob Lofland, Thomas Francis Murphy, Bill Tangradi",United States,"October 1, 2020",2016,139,A Mississippi farmer turns outlaw as he leads a ragtag band of fellow Civil War deserters and escaped slaves in a rebellion against the Confederacy.,Action
+s2276,Movie,Free Willy,Simon Wincer,"Jason James Richter, Lori Petty, Jayne Atkinson, August Schellenberg, Michael Madsen, Michael Ironside, Richard Riehle, Mykelti Williamson, Michael Bacall, Danielle Harris",United States,"January 1, 2020",1993,112,"Ordered to clean up the graffiti he painted at a marine theme park, a troubled young boy unexpectedly bonds with a killer whale on exhibit.",Children
+s2278,Movie,Freej Al Taibeen,Ahmed Zain,"Ali Al Shehhi, Huda Al Ghanim, Muhammed Murshed, Yaser Alneyadi, Khaled Al-Nuaimi, Nasser Al-Dhahnani, Nawal Chamoun, Iman Husein",United Arab,"May 29, 2020",2018,99,"Local rivals gear up to compete in a traditional game that tests their physical strength and endurance, but complications disrupt their training.",Comedies
+s2279,Movie,Freeway: Crack in the System,Marc Levin,Freeway Rick Ross,United States,"December 15, 2017",2015,103,"Take in the true account of drug kingpin ""Freeway"" Rick Ross's empire and how the CIA helped him fuel America's  devastating crack cocaine epidemic.",Documentaries
+s2280,Movie,Freezer's Campaign,Sameh Abdulaziz,"Bayyumi Fuad, Chico, Hesham Maged, Ahmed Fathy, Nesreen Ameen, Dareen Haddad, Bushra, Samy Maghawry",Egypt,"June 6, 2019",2016,116,"When climate change makes Egypt freeze over, intelligence officers pose as a film crew on location to seek a device that can eliminate the frost.",Comedies
+s2281,Movie,French Dirty,"Wade Allain-Marcus, Jesse Allain-Marcus","Wade Allain-Marcus, Arjun Gupta, Melina Lizette, Elsa Biedermann, Katie Blake, Santana Dempsey",United States,"February 4, 2016",2015,72,"An aimless, unemployed millennial hangs out with his pals and resists growing up, until an affair with his best friend's girl forces him to change.",Dramas
+s2282,Movie,French Toast,"Paul Krüger, Anél Stolp","Lika Berning, Thierry Ballarin, Deon Lotz, Heléne Lombard, Paul du Toit, Roberta Fox, Trudi Conradie, Rod Alexander, Lochner De Kock, Tony Caprari",South Africa,"February 12, 2020",2015,86,"With only her mother's diary and a locket as clues, a South African woman travels to Paris in search of the long-lost sibling she never knew she had.",Comedies
+s2284,Movie,Freshman Year,Jude Okwudiafor Johnson,"Diallo Thompson, Natalia Dominguez, Benjamin A. Onyango, Gregory Alan Williams, Desalene Jones, Wynton Odd, Ed Gonzalez Moreno, Natasha Dee Davis, Cameron Schaefer, Joshua Flores-Q",United States,"March 3, 2020",2019,104,A devout preacher's son leaves his protective home to begin college and meets a self-reliant student who will test his faith and his heart.,Dramas
+s2287,Movie,Friday the 13th,Marcus Nispel,"Jared Padalecki, Danielle Panabaker, Amanda Righetti, Travis Van Winkle, Aaron Yoo, Derek Mears, Jonathan Sadowski, Julianna Guill, Ben Feldman, Arlen Escarpeta, Ryan Hansen",United States,"January 1, 2020",2009,97,"A group of teenage camp counselors raises the ire of Jason Voorhees, a masked, homicidal maniac, in this remake of the classic slasher flick.",Horror Movies
+s2288,Movie,Friend Request,Simon Verhoeven,"Alycia Debnam-Carey, William Moseley, Connor Paolo, Brit Morgan, Brooke Markham, Sean Marquette, Liesl Ahlers, Shashawnee Hall, Susan Danford",Germany,"April 18, 2018",2016,92,A popular college student's love of social media becomes her biggest regret when a mysterious account marks each of her friends for a grisly demise.,Horror Movies
+s2291,Movie,Friendship,Raj Khosla,"Amitabh Bachchan, Shatrughan Sinha, Zeenat Aman, Prem Chopra, Amrish Puri, Helen, Pran, Gajanan Jagirdar, Sajjan, Iftekhar",India,"April 1, 2020",1980,161,"Best friends since childhood, a righteous cop and a lawyer who represents criminals in court become rivals when they fall for the same woman.",Action
+s2292,Movie,From A to B,Ali F. Mostafa,"Fahad Albutairi, Shadi Alfons, Fadi Rifaai, Samer al Masri, Wonho Chung, Leem Lubany, Maha Abou Ouf, Ahd, Yousra El Lozy, Ali Suliman, Khaled Abol Naga, Madeline Zima",United Arab,"June 11, 2020",2014,104,"To celebrate the memory of their pal who passed away, three estranged friends attempt to reconnect on an eventful road trip from Abu Dhabi to Beirut.",Comedies
+s2294,Movie,From Japan to Egypt,Mahmoud Karim,"Ahmed Eid, Saki Tsukamoto, Nada Moussa, Mohammed Tharwat",Egypt,"June 6, 2019",2017,93,"After his wife relocates to her home country of Japan, an Egyptian man – and father of two rambunctious kids – tries to win her back.",Children
+s2296,Movie,From Paris with Love,Pierre Morel,"John Travolta, Jonathan Rhys Meyers, Kasia Smutniak, Richard Durden, Bing Yin, Amber Rose Revah, Eric Godon, François Bredon, Chems Dahmani, Sami Darr, Didier Constant",France,"September 8, 2020",2010,93,A low-level intelligence agent gets pulled into action and espionage above his pay grade when he's ordered to assist a trigger-happy senior agent.,Action
+s2297,Movie,Froning: The Fittest Man in History,Heber Cannon,Rich Froning,United States,"July 15, 2018",2016,99,Follow the grueling training regimen of Rich Froning Jr. as he sets his sights on winning an unprecedented fourth CrossFit Games title.,Documentaries
+s2298,Movie,Fronteras,Andrew Dean,"Steve Oropeza, Steven Sean Garland, Wade Everett, Randy Green, Cortez Chappell, Tori Osborn, Larry Coulter, Cris Acosta",United States,"February 9, 2020",2018,106,"When a new, deadly narcotic sweeps the American Southwest, a Border Patrol agent must contend with a task force that challenges his duties and morals.",Dramas
+s2300,TV Show,Frozen Planet,Alastair Fothergill,David Attenborough,United Kingdom,"January 28, 2016",2011,1,Go on a journey through the Arctic and Antarctic with this visually stunning program that explores these wildernesses and their inhabitants.,British TV
+s2303,Movie,Frozen River,Courtney Hunt,"Melissa Leo, Misty Upham, Charlie McDermott, Michael O'Keefe, Mark Boone Junior, James Reilly, Jay Klaitz, John Canoe, Dylan Carusona, Michael Sky",United States,"July 1, 2019",2008,97,"On a Mohawk reservation on the Canadian border, Ray Eddy teams with a widowed tribe member to smuggle illegal immigrants into the United States.",Dramas
+s2304,Movie,Fruitvale Station,Ryan Coogler,"Michael B. Jordan, Melonie Diaz, Octavia Spencer, Kevin Durand, Chad Michael Murray, Ahna O'Reilly, Ariana Neal, Keenan Coogler, Trestin George, Joey Oglesby",United States,"November 12, 2020",2013,85,"This dramatic rendering of a real-life tragedy recounts the final hours of Oscar Grant, shot by San Francisco transit police on New Year's Day, 2009.",Dramas
+s2306,Movie,Fukrey,Mrighdeep Singh Lamba,"Pulkit Samrat, Manjot Singh, Ali Fazal, Varun Sharma, Richa Chadda, Priya Anand, Vishakha Singh, Pankaj Tripathi",India,"December 15, 2019",2013,135,Four young male friends tackle the challenges and unexpected catastrophes of growing up clueless in this music-packed Bollywood teen drama.,Action
+s2308,Movie,Fukrey Boyzzz: Space Mein Fukrapanti,Avinash Walzade,"Viraaj Modgill, Jasleen Singh, Pooja Punjabi, Amit Deondi, Ketan Kava, Zeel Thakkar, Manish Bhavan, Viswanathan Sridhar",India,"November 13, 2020",2020,75,"After a foreboding dream about aliens comes true, a fun-loving trio must prevent human intelligence from being stolen from planet Earth.",Children
+s2309,Movie,Full Count,Robert Eagar,"John Paul Kakos, Natalia Livingston, E. Roger Mitchell, Rick Hearst, Jason London, Victoria Elizabeth Staley, Adam Boyer",United States,"February 23, 2020",2019,110,"When tragic events force an aspiring baseball player to forgo his big league dreams and return home, saving the family farm grants him renewed purpose.",Children
+s2310,Movie,Full Out,Sean Cisterna,"Jennifer Beals, Ana Golja, Art Hindle, Jake Epstein, Ramona Milano, Trevor Tordjman, Lamar Johnson, Asha Bromfield, Sarah Fisher",Canada,"September 1, 2016",2015,88,"After a debilitating accident ends her Olympic dreams, gymnast Ariana Berlin finds recovery and hope in the world of hip-hop and college athletics.",Children
+s2311,Movie,Full Out 2: You Got This!,Jeff Deverett,"Sydney Cope, Logan Edra, Liza Wilk, Braedyn Bruner, Billie Merritt",United States,"January 1, 2021",2020,91,"With a championship on the line, Chayse and her gymnastics team look to a local break-dancer for all the right moves to rise above their competition.",Children
+s2313,Movie,FullMetal Alchemist,Fumihiko Sori,"Ryosuke Yamada, Tsubasa Honda, Dean Fujioka, Misako Renbutsu, Kanata Hongo, Shinji Uchiyama, Jun Kunimura, Yo Oizumi, Ryuta Sato, Fumiyo Kohinata, Yasuko Matsuyuki",Japan,"February 19, 2018",2017,134,"While alchemist Edward Elric searches for a way to restore his brother Al's body, the military government and mysterious monsters are watching closely.",Action
+s2314,TV Show,Fullmetal Alchemist: Brotherhood,Yasuhiro Irie,"Romi Park, Rie Kugimiya, Megumi Takamoto, Shinichiro Miki, Fumiko Orikasa, Kenji Utsumi, Keiji Fujiwara, Yuji Ueda, Biichi Sato, Tetsuya Kakihara, Kenji Hamada, Kaori Nazuka, Hidekatsu Shibata, Kenta Miyake, Kikuko Inoue, Tetsu Shiratori, Minami Takayama, Hiroyuki Yoshino, Yoko Soumi, Kazuya Nakai, Ryuzaburo Otomo",Japan,"January 1, 2018",2010,5,After both suffer physical damage – brothers Edward and Alphonse battle nefarious forces to try to reclaim their bodies in this supernatural anime.,Anime Series
+s2315,Movie,Fun Mom Dinner,Alethea Jones,"Katie Aselton, Toni Collette, Bridget Everett, Molly Shannon, Adam Scott, Rob Huebel, Adam Levine, Paul Rust",United States,"December 31, 2017",2017,82,"Four preschool moms with little in common need a night out to take a break from their kids. But one thing leads to another, and things get rowdy.",Comedies
+s2316,Movie,Funan,Denis Do,"Bérénice Bejo, Louis Garrel, Colette Kieffer, Aude-Laurence Clermont Biver, Brice Montagne, Franck Sasonoff, Hervé Sogne, Maxime Baudoin, Tom Trouffier, Lila Lacombe, Céline Ronté, Emilie Marié, Thierry Jahn",France,"July 18, 2020",2018,87,"Separated from their young son during the brutal Khmer Rouge revolution, a couple must find ways to endure while searching for their child.",Dramas
+s2318,Movie,Funny Boy,Deepa Mehta,"Brandon Ingram, Nimmi Harasgama, Ali Kazmi, Arush Nand, Agam Darshi, Rehan Mudannayake, Shivantha Wijesinha, Seema Biswas, Hidaayath Hazeer",Canada,"December 10, 2020",2020,109,"A student must navigate issues of sexuality, identity and family amid Sri Lanka's social turmoil of the 1970s and 1980s.",Dramas
+s2319,Movie,Furie,Le Van Kiet,"Ngo Thanh Van, Phan Thanh Nhien, Mai Cat Vi, Thanh Hoa, Pham Anh Khoa",Vietnam,"September 25, 2019",2019,97,"When traffickers kidnap her daughter from their village, vengeful Hai Phuong returns to Saigon – and her outlaw roots – to take down the abductors.",Action
+s2320,Movie,Furthest Witness,Adam Del Giudice,"Aaron Stanford, Teri Reeves, Sean Patrick Flanery, Forrest Fyre, Steven Michael Quezada, Paul Blott, Travis Hammer, Ryan Begay, Jermaine Washington, Vincent McDaniel",United States,"April 24, 2019",2017,88,"Kyle helps people disappear, but when a crazed killer starts hunting down his latest client, he has to decide what he's willing to do to keep her safe.",Dramas
+s2323,Movie,İstanbul Kırmızısı,Ferzan Özpetek,"Halit Ergenç, Nejat İşler, Mehmet Günsür, Çiğdem Selışık Onat, Tuba Büyüküstün, Serra Yılmaz, Zerrin Tekindor, Ayten Gökçer, İpek Bilgin, Ergin Bal",Italy,"April 28, 2020",2017,110,"Upon his return to Istanbul, an expat writer-editor finds himself stranded inside a web of tangled relationships after his filmmaker friend vanishes.",Dramas
+s2324,Movie,G-Force,Hoyt Yeatman,"Bill Nighy, Will Arnett, Zach Galifianakis, Kelli Garner, Tyler Patrick Jones, Piper Mackenzie Harris, Gabriel Casseus, Jack Conley, Niecy Nash, Justin Mentell, Nicolas Cage, Sam Rockwell, Jon Favreau, Penélope Cruz, Steve Buscemi, Tracy Morgan",United States,"March 15, 2019",2009,88,"When a billionaire sets out to take over the world, only one special forces unit can handle the job – a squad of highly trained guinea pigs.",Children
+s2325,Movie,G.O.R.A,Ömer Faruk Sorak,"Cem Yılmaz, Rasim Öztekin, Özkan Uğur, İdil Fırat, Şafak Sezer, Özge Özberk, Erdal Tosun, Cezmi Baskın, Ozan Güven, Engin Günaydın",Turkey,"March 10, 2017",2004,123,"Carpet dealer and UFO photo forger Arif is abducted by aliens. On the planet Gora, he helps friends escape from a meteorite strike and find freedom.",Action
+s2326,Movie,Görümce,Kıvanç Baruönü,"Eda Ece, Dilşah Demir, Gupse Özay, Buğra Gülsoy",Turkey,"April 28, 2020",2016,104,"When his jealous sister plots to wreck his engagement, a young man does everything he can to protect his betrothed from her devious schemes.",Comedies
+s2327,Movie,Gabbar Is Back,Krish,"Akshay Kumar, Shruti Haasan, Sunil Grover, Kareena Kapoor, Ishita Vyas, Suman Talwar, Jaideep Ahlawat, Shruti Bapna",India,"July 5, 2020",2015,128,"After a vengeful college professor targets corruption in the government, he adopts the name ""Gabbar"" and becomes a hero to a weary public.",Action
+s2330,Movie,Gabriel and the Mountain,Fellipe Barbosa,"João Pedro Zappa, Caroline Abras, Alex Alembe, Leonard Siampala, Tony B. Lesika, John Goodluck, Rashidi Athuman, Toney Montana, George Ngandu, Rhosinah Sekeleti, Luke Mpata, Lewis Gadson, Manuela Pacq",Brazil,"November 9, 2018",2017,132,"In a drama based on a true story, Brazilian backpacker Gabriel Buchmann spends his gap year exploring Africa. Why does he die in the Malawi mountains?",Dramas
+s2331,Movie,Gabriel lglesias: I’m Sorry For What I Said When I Was Hungry,Manny Rodriguez,Gabriel Iglesias,United States,"December 20, 2016",2016,88,"Hawaiian-shirt enthusiast Gabriel ""Fluffy"" Iglesias finds the laughs in racist gift baskets, Prius-driving cops and all-female taco trucks.",Stand-Up
+s2333,Movie,Gad Elmaleh: American Dream,Michael Simon,Gad Elmaleh,United States,"March 6, 2018",2018,58,"In his first English-language special, comedian Gad Elmaleh gleefully digs into America's food obsessions, dating culture, slang and more.",Stand-Up
+s2334,Movie,Gad Gone Wild,Mario Rouleau,Gad Elmaleh,France,"January 23, 2017",2017,57,French comic Gad Elmaleh regales a Montreal crowd with tales of awkward mix-ups and baffling customs he's encountered since moving to the U.S.,Stand-Up
+s2335,Movie,Gaddar: the Traitor,Amitoj Mann,"Harbhajan Mann, Manpneet Grewal, Ashish Duggal, Girja Shankar, Shavinder Mahal, Rupinder Roopi, Anita Meet, Tarsem Paul, Balkaran Wadding, Bobby Sandhu",India,"November 1, 2018",2015,126,An Indian man who has become a major business mogul in Canada must return to his homeland where he's reviled due to being wrongly branded a traitor.,Dramas
+s2336,Movie,Gaga: Five Foot Two,Chris Moukarbel,Lady Gaga,United States,"September 22, 2017",2017,101,"Follow pop provocateur Lady Gaga as she releases a new album, preps for her Super Bowl halftime show, and confronts physical and emotional struggles.",Documentaries
+s2337,Movie,Gagarin: First in Space,Pavel Parkhomenko,"Yaroslav Zhalnin, Mikhail Filippov, Olga Ivanova, Vadim Michman, Vladimir Steklov, Viktor Proskurin, Nadezhda Markina, Daniil Vorobyov",Russia,"September 15, 2017",2013,108,This biopic of Russian cosmonaut Yuri Gagarin follows his rise from childhood poverty to his selection and training for the 1961 Vostok mission.,Dramas
+s2339,Movie,Galih dan Ratna,Lucky Kuswandi,"Refal Hady, Sheryl Sheinafia, Ayu Dyah Pasha, Joko Anwar, Hengky Tarnando, Marissa Anita, Sari Koeswoyo",Indonesia,"September 15, 2018",2017,111,Sparks fly between the new girl at school and the misfit with a passion for music. Yet the world threatens to put a stop to their innocent love song.,Dramas
+s2340,Movie,Game,Abhinay Deo,"Abhishek Bachchan, Kangana Ranaut, Anupam Kher, Boman Irani, Jimmy Shergill, Shahana Goswami, Gauhar Khan, Sarah-Jane Dias",India,"December 15, 2019",2011,135,"A tycoon accuses three strangers of killing his daughter but mysteriously dies before he can expose them, sparking a tangled hunt for the real culprit.",International Movies
+s2342,Movie,Game Over,Ahmed Al-Badry,"Yousra, Mai Ezz El-Din, Ezzat Abou Aouf, Mohamed Nour",Egypt,"May 19, 2020",2012,96,A woman ends up working at the same nightclub as her son’s girlfriend — who she doesn’t like — and tries to break up their relationship.,Comedies
+s2344,Movie,Game Over (Tamil Version),Ashwin Saravanan,"Taapsee Pannu, Vinodhini, Parvathi T, Ramya Subramanian, Sanchana Natarajan, Anish Kuruvilla, David Solomon Raja",India,"August 21, 2019",2019,98,"As a series of murders hit close to home, a video game designer with post-traumatic stress must confront her demons, or risk becoming their victim.",Horror Movies
+s2346,Movie,"Game Over, Man!",Kyle Newacheck,"Adam DeVine, Anders Holm, Blake Anderson, Utkarsh Ambudkar, Aya Cash, Neal McDonough, Daniel Stern, Jamie Demetriou, Rhona Mitra, Sam Richardson, Steve Howey, Mac Brandt, Geno Segers, Roe Hartrampf",United States,"March 23, 2018",2018,102,Three buddies with big dreams go from underachieving slackers to badass warriors when their posh hotel is taken over by terrorists.,Action
+s2349,Movie,Gang of the Caribbean,Jean-Claude Flamand-Barny,"Djédjé Apali, Eriq Ebouaney, Adama Niane, Vincent Vermignon, Djibril Pavadé, Zita Hanrot, Karim Belkhadra, Lise Lomi, Zoé Charron, Jocelyne Béroard, Julien Courbey, Lucien Jean-Baptiste, Romane Bohringer, Mathieu Kassovitz",France,"January 31, 2020",2016,86,"Disillusioned by life in 1970s France, a West Indian expatriate named Jimmy joins a gang of idealistic robbers, but betrayal and violence soon follow.",Dramas
+s2350,Movie,Gangaajal,Prakash Jha,"Ajay Devgn, Gracy Singh, Mohan Agashe, Mohan Joshi, Ayub Khan, Akhilendra Mishra, Mukesh Tiwari, Yashpal Sharma, Brij Gopal, Anita Kanwal",India,"January 8, 2021",2003,148,"Posted to a small, crime-ridden town, a cop soon learns that cleaning up the system also means confronting the corruption among police and politicians.",Dramas
+s2352,Movie,Gangs of New York,Martin Scorsese,"Leonardo DiCaprio, Daniel Day-Lewis, Cameron Diaz, Jim Broadbent, John C. Reilly, Henry Thomas, Liam Neeson, Brendan Gleeson, Gary Lewis, Stephen Graham",United States,"August 20, 2019",2002,167,"In the crime-ridden slums of New York in the 1860s, vengeful orphan Amsterdam Vallon joins the cutthroat gang of his father's killer, Bill the Butcher.",Dramas
+s2353,Movie,GANTZ:O,"Keiichi Sato, Yasushi Kawamura","Daisuke Ono, M・A・O, Tomohiro Kaku, Saori Hayami, Shuichi Ikeda, Kendo Kobayashi, Razor Ramon RG, Razor Ramon HG, Masane Tsukayama, Masaya Onosaka, Kenjiro Tsuda, Teruaki Ogawa, Hisanori Yoshida, Yuki Kaji",Japan,"February 18, 2017",2016,96,Teams of recently deceased people who've been revived and given high-tech weapons must cooperate to defeat an army of monsters in Tokyo and Osaka.,Action
+s2354,Movie,Garbage,Qaushiq Mukherjee,"Tanmay Dhanania, Trimala Adhikari, Satarupa Das, Satchit Puranik, Gitanjali Dang, Shruti Viswan, Nikhil Chopra, Krish Moitra",India,"September 1, 2018",2018,109,The lives of a fundamentalist online troll and a woman reeling from a sex tape gone viral become dangerously intertwined in this provocative thriller.,Dramas
+s2355,Movie,Gardeners of Eden,"Austin Peck, Anneliese Vandenberg","Kristin Davis, Daphne Sheldrick, Nick Trent, Julious Shivenga, Benjamin Kyalo",Kenya,"February 6, 2020",2014,70,"As corrupt governments fail to stop the slaughter of elephants for ivory, an 80-year-old woman and a crew of rangers bravely try to end the poaching.",Documentaries
+s2356,Movie,Garfield Gets Real,"Mark A.Z. Dippé, Kyung Ho Lee","Frank Welker, Wally Wingert, Gregg Berger, Jennifer Darling, Pat Fraley, Jason Marsden, Neil Ross, Audrey Wasilewski, Stephen Stanton, Greg Eagles",United States,"January 1, 2020",2007,78,"After trying to live in the ""real world"" and concluding it isn't for him, Garfield must return to his comic-strip home before getting trapped forever.",Children
+s2357,Movie,Garfield's Fun Fest,"Mark A.Z. Dippé, Eondeok Han","Frank Welker, Tim Conway, Gregg Berger, Wally Wingert, Audrey Wasilewski, Fred Tatasciore, Stephen Stanton, Jennifer Darling, Neil Ross, Greg Eagles",United States,"January 1, 2020",2008,79,"Garfield has long been the champ at a yearly competition for the funniest comic strip. But this time, Garfield must battle tall, handsome Ramone.",Children
+s2358,Movie,Garfield's Pet Force,Mark A.Z. Dippé,"Frank Welker, Vanessa Marshall, Gregg Berger, Wally Wingert, Audrey Wasilewski, Jason Marsden, Fred Tatasciore, Stephen Stanton, Jennifer Darling, Neil Ross, Greg Eagles, Cathy Cavadini, David Michie, Greg Finley",South Korea,"January 1, 2020",2009,78,"When an alien menace and her army of undead minions threaten to enslave the world, Garfield heads a team of comic-strip superheroes to save the day.",Children
+s2359,Movie,Garfunkel and Oates: Trying to be Special,"Riki Lindhome, Jeremy Konner","Riki Lindhome, Kate Micucci, Anthony Jeselnik, Steve Agee",United States,"December 23, 2016",2016,62,Garfunkel and Oates put on a surprise-filled show in Seattle in hopes of raising enough money to make their own comedy special.,Music
+s2361,TV Show,Garth Brooks: The Road I’m On,Glenn Weiss,Garth Brooks,United States,"June 2, 2020",2019,1,"Revealing interviews and archive footage tell the story of Garth Brooks' humble beginnings, rise to fame and unprecedented impact on country music.",Docuseries
+s2362,Movie,Garuda Di Dadaku,Ifa Isfansyah,"Emir Mahira, Maudy Koesnaedi, Ikranagara, Aldo Tansani, Marsha Aruan, Ari Sihasale",Indonesia,"October 9, 2018",2009,96,"A determined boy will do anything to become a great soccer player, despite the wishes of his grandfather.",Children
+s2363,Movie,Garuda in My Heart 2,Rudy Soedjarwo,"Emir Mahira, Aldo Tansani, Maudy Koesnaedi, Ramzi, Rio Dewanto, Monica Sayangbati, Rendy Khrisna",Indonesia,"November 30, 2018",2011,95,A young soccer player sets out to prove he can lead his team to a championship – but being a winner is about more than just talent.,Children
+s2364,Movie,Gatao 2: Rise of the King,Yen Cheng-kuo,"Collin Chou, Jason Wang, Jack Kao, Tsai Chen-nan, Lu Hsueh-feng, Peng Sun",Taiwan,"May 9, 2019",2018,126,"When a zealous gang leader plans to take out a friend-turned-rival for control of his turf, internal tensions complicate the battle to be the boss.",Action
+s2365,Movie,Gbomo Gbomo Express,Walter Taylaur,"Ramsey Nouah, Gideon Okeke, Osas Ighodaro Ajibade, Blossom Chukwujekwu, Kiki Omeili, Gbenro Ajibade, Ikechukwu, Alexx Ekubo, Shaffy Bello",Nigeria,"February 26, 2020",2015,97,The night spins sinisterly out of control when incompetent kidnappers hold a club-hopping record exec and a socialite for ransom in this dark comedy.,Dramas
+s2366,Movie,Gehenna: Where Death Lives,Hiroshi Katagiri,"Eva Swan, Simon Phillips, Justin Gordon, Doug Jones, Lance Henriksen, Matthew Edward Hegstrom, Patrick Gorman, Sean Sprawling, Masashi Odate",Japan,"December 10, 2018",2016,107,Developers looking for a location to build a resort on Saipan stumble into a subterranean bunker from WWII where an evil force lies in wait.,Horror Movies
+s2367,Movie,Gelo,Manbhavan Singh,"Jaspinder Cheema, Pavan Malhotra, Gurjit Singh, Dilawar Sidhu, Aditya Sharma, Raj Dhaliwal",India,"December 15, 2017",2016,118,A Punjabi woman who works on a farm must endure the difficulties of living in an oppressive class-based society and a dysfunctional community.,Dramas
+s2368,Movie,Gemini,P.K. Baaburaaj,"Esther Anil, Sijoy Varghese, Renji Panicker, Thanusree Ghosh, Sasi Kalinga, Kishore Sathya, Sethu Lakshmi, Rosin Jolly",India,"July 1, 2018",2018,130,"Despite growing up with traits that set her apart from her peers, a young adopted girl discovers her gift when she takes an interest in spelling bees.",Dramas
+s2373,Movie,Genius,Suseenthiran,"Roshan, Priyaa Lal, Aadukalam Naren, Singam Puli, Meera Krishnan, Jayaprakash",India,"February 17, 2019",2018,96,Extreme pressure from his father to excel at school during childhood has dangerous psychological effects on a brilliant but suicidal man’s adult life.,Dramas
+s2378,Movie,George Lopez: We'll Do It For Half,Troy Miller,George Lopez,United States,"June 30, 2020",2020,52,"Comedian George Lopez tackles the future and the past of Latinx culture in America, touching on immigration, his tough relatives, aging and much more.",Stand-Up
+s2379,Movie,George of the Jungle 2,David Grossman,"Christopher Showerman, Julie Benz, Angus T. Jones, Thomas Haden Church, Christina Pickles, John Cleese, Michael Clarke Duncan, John Kassir, Kevin Greutert, Keith Scott",United States,"December 20, 2016",2003,87,"Now married and raising a son, clumsy ape-man George finds his jungle kingdom in peril as Really Mean Lion challenges him for the throne.",Children
+s2380,Movie,Gerald's Game,Mike Flanagan,"Carla Gugino, Bruce Greenwood, Henry Thomas, Carel Struycken, Chiara Aurelia",United States,"September 29, 2017",2017,103,"When her husband's sex game goes wrong, Jessie – handcuffed to a bed in a remote lake house – faces warped visions, dark secrets and a dire choice.",Horror Movies
+s2381,TV Show,Geronimo Stilton,Guy Vasilovich,"Brian Drummond, Erin Mathews, Richard Ian Cox, Sarah Edmondson, Moneca Stori",Italy,"December 31, 2017",2011,1,"With the help of brainy and adventurous sidekicks, New Mouse City's favorite journalist investigates mysteries that take him around the world,",Kids
+s2383,Movie,Get Him to the Greek,Nicholas Stoller,"Jonah Hill, Russell Brand, Elisabeth Moss, Rose Byrne, Colm Meaney, Sean ""P. Diddy"" Combs, Aziz Ansari, Carla Gallo, Nick Kroll, Kristen Schaal",United States,"January 16, 2020",2010,109,Ambitious young record company intern Aaron must escort an unruly rock star to Los Angeles for the start of his anniversary concert.,Comedies
+s2384,Movie,Get In,Olivier Abbou,"Adama Niane, Stéphane Caillard, Paul Hamy, Eddy Leduc, Hubert Delattre, Matthieu Kacou, Charlotte Geiger, Christopher Fataki",France,"May 1, 2020",2019,98,"When he returns from vacation and finds his home occupied by squatters, a family man is caught in a conflict that escalates to terrifying heights.",International Movies
+s2385,Movie,Get Me Roger Stone,"Dylan Bank, Daniel DiMauro, Morgan Pehme",Roger Stone,United States,"May 12, 2017",2017,101,"Examine the rise, fall and rebirth of political operative Roger Stone, who's been an influential member of Team Trump for decades.",Documentaries
+s2387,Movie,Get Santa,Christopher Smith,"Jodie Whittaker, Warwick Davis, Jim Broadbent, Stephen Graham, Nonso Anozie, Rafe Spall, Ewen Bremner, Matt King",United Kingdom,"December 12, 2014",2014,103,"When Santa gets arrested for trespassing after crashing his sleigh, it's up to a father-son team to spring him from jail and save Christmas.",Children
+s2389,Movie,Get Smart,Peter Segal,"Steve Carell, Anne Hathaway, Dwayne Johnson, Alan Arkin, Terence Stamp, Terry Crews, David Koechner, James Caan, Masi Oka, Nate Torrence, Bill Murray",United States,"April 1, 2019",2008,110,"When the identities of secret agents are compromised, hapless Maxwell Smart teams with far more capable Agent 99 to thwart an evil terrorist group.",Action
+s2390,Movie,Getaway Plan,Iñaki Dorronsoro,"Alain Hernández, Javier Gutiérrez, Alba Galocha, Itziar Atienza, Luis Tosar, Florin Opritescu, Jaroslaw Bielski, Peter Nikolas",Spain,"November 1, 2017",2016,104,Professional burglar and blowtorch expert Víctor is recruited by the Russian mafia to break into a vault as part of an elaborate bank heist.,International Movies
+s2391,Movie,Getting Played,David Silberg,"Carmen Electra, Stacey Dash, Vivica A. Fox, Bill Bellamy, Kathy Najimy, Joe Torry, Dorian Gregory, Mindy Sterling, Joseph C. Phillips, Larry B. Scott, Michael Jai White, Sheryl Underwood, Earthquake",United States,"November 1, 2019",2005,85,"Tired of dealing with boyfriends who wrong them, gal pals Lauren, Emily and Andrea decide to turn the tables and become the players themselves.",Comedies
+s2392,Movie,Ghadi,Amin Dora,"Georges Khabbaz, Lara Rain, Emmanuel Khairallah, Samir Youssef, Camille Salameh, Rodrigue Sleiman, Caroline Labaki, Giselle Boueiz, Christine Choueiri",Lebanon,"October 19, 2020",2013,101,"When the father of a boy with Down syndrome resists his neighbors' efforts to have the child institutionalized, miraculous events begin to occur.",Comedies
+s2393,Movie,Ghanchakkar,Raj Kumar Gupta,"Emraan Hashmi, Vidya Balan, Rajesh Sharma, Namit Das, Parvin Dabas",India,"November 1, 2018",2013,129,"Former con artist Sanju surrounds himself with the finer things, a blissful life troubled by only one thing: his wife, who wants even more.",Comedies
+s2394,Movie,Ghayal,Rajkumar Santoshi,"Sunny Deol, Meenakshi Sheshadri, Amrish Puri, Moushumi Chatterjee, Kulbhushan Kharbanda, Om Puri, Raj Babbar, Shabbir Khan",India,"December 31, 2019",1990,163,"Framed for his older brother's murder, a boxer seeks violent revenge against the true killer who's torn his family apart.",Action
+s2395,Movie,Ghost House,Rich Ragsdale,"Scout Taylor-Compton, James Landry Hébert, Mark Boone Junior, Michael S. New, Russell Geoffrey Banks, Rich Lee Gray, Elana Krausz, Kevin Ragsdale, Wen-Chu Yang, Katrina Grey",Thailand,"December 31, 2017",2017,100,"While visiting the site of a supernatural shrine in the Thai countryside, a vacationing couple unwittingly upsets a vengeful demon.",Horror Movies
+s2397,Movie,Ghost of the Mountains,Ben Wallis,Antoine Fuqua,United States,"September 13, 2017",2017,78,An international group of filmmakers sets out on a mission to get up close and personal with a family of elusive snow leopards.,Documentaries
+s2398,Movie,Ghost Pain,"Kazuchika Kise, Masahiko Murata","Maaya Sakamoto, Ikkyu Juku, Kenichirou Matsuda, Tarusuke Shingaki, Yoji Ueda, Miyuki Sawashiro, Mayumi Asano, Takanori Hoshino, Yasuhiro Mamiya, Kenji Nojima",Japan,"February 24, 2019",2013,58,"World War IV is over, but a bomb has gone off in Newport City, killing a major arms dealer who may have ties with the mysterious 501 Organization.",Action
+s2399,Movie,Ghost Patrol,Karen J. Lloyd,"Scott McNeil, Vincent Tong, Travis Turner, Shannon Chan-Kent, Lili Beaudoin",Canada,"October 1, 2017",2016,47,Two kids and their pet dog (aka the Ghost Patrol) get a call about an old manor and soon find they are investigating their first real haunted house.,Children
+s2400,Movie,Ghost Rider,Mark Steven Johnson,"Nicolas Cage, Eva Mendes, Wes Bentley, Sam Elliott, Donal Logue, Matt Long, Peter Fonda, Brett Cullen, Raquel Alessi, Laurence Breuls",United States,"October 1, 2020",2007,110,"After selling his soul to save a loved one, daredevil biker Johnny Blaze pays the price by becoming a flame-skulled bounty hunter for Mephistopheles.",Action
+s2401,Movie,Ghost Stories,"Anurag Kashyap, Dibakar Banerjee, Karan Johar, Zoya Akhtar","Janhvi Kapoor, Sobhita Dhulipala, Sukant Goel, Gulshan Devaiah, Mrunal Thakur, Avinash Tiwary, Vijay Varma, Sagar Arya, Surekha Sikri, Pavail Gulati",India,"January 1, 2020",2020,145,"The directors of Emmy-nominated ""Lust Stories"" (Zoya Akhtar, Anurag Kashyap, Dibakar Banerjee and Karan Johar) reunite for this quartet of thrillers.",Horror Movies
+s2402,Movie,Ghost Tears,Kazuchika Kise,"Maaya Sakamoto, Ikkyu Juku, Kenichirou Matsuda, Tarusuke Shingaki, Shunsuke Sakuya, Takuro Nakakuni, Yoji Ueda, Kazuya Nakai, Miyuki Sawashiro, Tatsuhisa Suzuki",Japan,"February 24, 2019",2014,58,"As Motoko and Batou attempt to thwart a mysterious terrorist group, Togusa tracks the killer of a man with a prosthetic leg made by Mermaid's Leg.",Action
+s2404,Movie,Ghost Whispers,Kazuchika Kise,"Maaya Sakamoto, Ikkyu Juku, Kenichirou Matsuda, Tomoyuki Dan, Takuro Nakakuni, Yoji Ueda, Kazuya Nakai, Miyuki Sawashiro, Ikuya Sawaki, Takako Fuji",Japan,"February 24, 2019",2013,56,"Freed of her responsibilities for the 501 Organization, Motoko must now learn how to take orders from Aramaki.",Action
+s2406,Movie,Ghosts of War,Eric Bress,"Brenton Thwaites, Theo Rossi, Skylar Astin, Kyle Gallner, Alan Ritchson, Billy Zane, Shaun Toub",United Kingdom,"November 25, 2020",2020,95,"Five, battle-worn Allied soldiers guarding a chateau previously occupied by Nazis start experiencing unexplained and terrifying supernatural horrors.",Horror Movies
+s2407,TV Show,GHOUL,Patrick Graham,"Radhika Apte, Manav Kaul, Ratnabali Bhattacharjee, Mahesh Balraj",India,"August 24, 2018",2018,1,"When a new prisoner at a military detention center exhibits eerie behavior, a young interrogator’s search for the truth becomes a battle for survival.",International TV
+s2408,Movie,Ghulam-E-Musthafa,Partho Ghosh,"Nana Patekar, Raveena Tandon, Paresh Rawal, Aruna Irani, Mohan Joshi, Mohnish Bahl, Shivaji Satham, Vishwajeet Pradhan, Ashwin Kaushal, Satish Shah",India,"December 31, 2019",1997,161,"Giving up his life of crime for love, a gangster struggles with a moral dilemma when tragic events and enduring enemies take him back to the underworld.",Action
+s2409,Movie,Gie,Riri Riza,"Nicholas Saputra, Sita Nursanti, Lukman Sardi, Indra Birowo, Wulan Guritno, Thomas Nawilis, Tutie Kirana, Robby Tumewu, Jonathan Mulia",Indonesia,"September 15, 2018",2005,141,Indonesian activist Soe Hok Gie experiences a political awakening during the tumultuous regimes of Suharto and Sukarno. Inspired by true events.,Dramas
+s2411,Movie,Gigi,"Vincente Minnelli, Charles Walters","Leslie Caron, Maurice Chevalier, Louis Jourdan, Hermione Gingold, Eva Gabor, Jacques Bergerac, Isabel Jeans, John Abbott, Edwin Jerome, Corinne Marchand",United States,"November 1, 2019",1958,115,Gigi's an avant-garde French waif being groomed as the fille de joie of affluent and handsome Gaston. Soon Gigi metamorphoses into a stunning beauty.,Classic Movies
+s2414,Movie,Gimme Shelter,Ron Krauss,"Vanessa Hudgens, James Earl Jones, Rosario Dawson, Ann Dowd, Stephanie Szostak, Emily Meade, Brendan Fraser, Dascha Polanco",United States,"January 1, 2021",2013,101,"After running away from her abusive mother, a streetwise teen seeks refuge with her father, but he rejects her when he learns that she's pregnant.",Dramas
+s2415,Movie,GIMS: On the Record,Florent Bodin,Maître Gims,France,"September 17, 2020",2020,96,Go backstage with beloved rap superstar Gims in the year leading up to his major 2019 Stade de France performance in this up-close documentary.,Documentaries
+s2418,Movie,Ginger & Rosa,Sally Potter,"Elle Fanning, Alessandro Nivola, Christina Hendricks, Alice Englert, Timothy Spall, Oliver Platt, Annette Bening, Jodhi May, Oliver Milburn, Andrew Hawley",United Kingdom,"July 15, 2018",2012,90,"With the Cold War looming over them, teen best pals Ginger and Rosa share everything in early 1960s London – until betrayal drives them apart.",Dramas
+s2419,Movie,Ginny Weds Sunny,Puneet Khanna,"Yami Gautam, Vikrant Massey, Suhail Nayyar, Ayesha Raza Mishra, Isha Talwar, Rajeev Gupta",India,"October 9, 2020",2020,126,"Eager to marry but constantly rejected by women, a bachelor hopes to win over a former crush by accepting help from an unlikely source: her mother.",Comedies
+s2421,Movie,Girl,Lukas Dhont,"Victor Polster, Arieh Worthalter, Oliver Bodart, Tijmen Govaerts, Katelijne Damen, Valentijn Dhaenens, Magali Elali, Alice de Broqueville, Chris Thys, Angelo Tijssens",Netherlands,"March 15, 2019",2018,106,Fifteen-year-old ballet dancer Lara faces physical and emotional hurdles as she prepares for gender confirmation surgery. Inspired by a true story.,Dramas
+s2423,Movie,Girl on the Third Floor,Travis Stevens,"CM Punk, Trieste Kelly Dunn, Sarah Brooks, Elissa Dowling, Karen Woditsch, Marshall Bean, Anish Jethmalani, Bishop Stevens, Tonya Kay",United States,"February 22, 2020",2019,92,"A husband with a bad track record tries to start anew by renovating a rundown Victorian for his family, only to find he's tackled a house out of hell.",Horror Movies
+s2424,Movie,"Girl, Boy, Bakla, Tomboy",Wenn V. Deramas,"Vice Ganda, Maricel Soriano, Joey Marquez, Ruffa Gutierrez, Cristine Reyes, JC de Vera, Ejay Falcon, Angelu De Leon, Bobby Andrews",Philippines,"February 27, 2019",2013,103,"Quadruplets separated as babies reunite in Manila when one needs a liver transplant, but long-held family resentments threaten to derail everything.",Comedies
+s2425,Movie,Girl's Revenge,Weica Wang,"Wang Yu-ping, Yuri Chen, Shiny Yao, Pii Liu, Mike Lin, Edison Song, Xia Teng-hong, Moon Lee",Taiwan,"November 6, 2020",2020,82,"After a sex video subjects her friend to mockery and bullying, a transfer student sets out to reveal the truth as campus secrets come to light.",Dramas
+s2427,Movie,Girlfriend's Day,Michael Paul Stephenson,"Bob Odenkirk, Amber Tamblyn, Natasha Lyonne, Alex Karpovsky, Stacy Keach, Andy Richter, Ed Begley Jr., David Sullivan, Larry Fessenden, June Diane Raphael, Rich Sommer, Steven Michael Quezada, Echo Kellum, Stephanie Courtney, Toby Huss, Tucker Smallwood, Kevin O'Grady, Nate Mooney",United States,"February 14, 2017",2017,71,"When he's caught up in a deadly conspiracy, an unemployed greeting card writer must create the perfect card for a new holiday to save his skin.",Comedies
+s2432,TV Show,Girls und Panzer,Tsutomu Mizushima,"Mai Fuchigami, Ai Kayano, Mami Ozaki, Ikumi Nakagami, Yuka Iguchi, Misato Fukuen, Mikako Takahashi, Kana Ueda",Japan,"December 15, 2019",2012,1,Miho Nishizumi tries to escape her family's tradition of tankery by enrolling at a new high school. Instead she gets back into the sport with friends.,Anime Series
+s2433,Movie,Girls und Panzer der Film,Tsutomu Mizushima,"Mai Fuchigami, Ai Kayano, Mami Ozaki, Ikumi Nakagami, Yuka Iguchi, Misato Fukuen, Mikako Takahashi, Kana Ueda, Mika Kikuchi, Maya Yoshioka",Japan,"November 22, 2019",2015,121,The girls of Ōarai High must face off against a formidable university team in a fierce tank battle to once again avoid closure of their school.,Action
+s2434,Movie,Girls With Balls,Olivier Afonso,"Victor Artus Solaro, Manon Azem, Louise Blachère, Tiphaine Daviot, Margot Dufrene, Anne-Solenne Hatte, Camille Razat, Dany Verissimo-Petit, Denis Lavant, Aurélien Cotentin, Mathieu Madénian, Thomas Vandenberghe",France,"July 26, 2019",2019,77,"Stranded in the woods and eyeballed by twisted hunters, members of a women’s volleyball team bump it up in the most dangerous game of their lives.",Comedies
+s2435,Movie,Giving Voice,"James D. Stern, Fernando Villena","Viola Davis, Denzel Washington, Stephen Henderson, Freedom Martin, Nia Sarfo, Cody Merridith, Gerardo Navarro, Aaron Guy, Callie Holley",United States,"December 11, 2020",2020,91,"Six ambitious student actors audition for the prestigious August Wilson Monologue Competition, culminating in a riveting final round on Broadway.",Documentaries
+s2440,TV Show,Glitter Force Doki Doki,Go Koga,"Debi Derryberry, Cassandra Morris, Melissa Fahn, Stephanie Sheh, Erica Lindbeck, Kate Higgins, Cherami Leigh, Tara Sands, Bryce Papenbrook, Erica Mendez, Ray Chase, Carrie Keranen, Ben Diskin, Grant George, Kirk Thornton",Japan,"November 10, 2017",2017,2,Four girls summon their inner superheroes to defend Earth and the magical kingdom of Splendorius from King Mercenare and his minions.,Anime Series
+s2445,Movie,Gnome Alone,Peter Lepeniotis,"Becky G., Josh Peck, Tara Strong, Olivia Holt, David Koechner, Jeff Dunham, Patrick Stump, Nash Grier, Madison De La Garza, George Lopez",United Kingdom,"October 19, 2018",2018,86,"After moving into a new house with her mom, high schooler Chloe discovers a troupe of talking garden gnomes who need her help saving the world.",Children
+s2446,Movie,Go Karts,Owen Trevor,"William Lodder, Anastasia Bampos, Darius Amarfio-Jefferson, Richard Roxburgh, Frances O'Connor, Dan Wyllie, Cooper van Grootel, Damian de Montemas, Adam T. Perkins",Australia,"March 13, 2020",2020,103,"A fearless teen leans into the rush of high-speed go-kart racing, backed by good friends — and a surly ex-driver who becomes his coach.",Children
+s2448,Movie,Go! Go! Cory Carson: The Chrissy,"Alex Woo, Stanley Moore","Alan C. Lim, Maisie Benson, Kerry Gudjohnsen, Terrance Smith, Paul Killam, Omari Weaver, Ella Joy Ballesteros, Smith Foreman, Stanley Moore",United States,"May 1, 2020",2020,42,"The Carson kids win a talent show with a dance that Cory created. But when ""The Chrissy"" catches on, his little sister gets all of the attention.",Children
+s2450,Movie,GO! The Unforgettable Party,Mauro Scandolari,"Pilar Pascual, José Gimenez Zapiola, Renata Toscano, Santiago Saez, Carmela Barsamian, Paulo Sánchez Lima, Daniel Rosado, Laura Azcurra, Gastón Ricaud, Florencia Benítez, Majo Cardozo",Argentina,"November 15, 2019",2019,60,"Mía's vacation with her dad is disrupted by the surprise arrival of Lupe, Mercedes, Juanma and Álvaro as their school drama moves lakeside.",Children
+s2451,Movie,God Bless the Broken Road,Harold Cronk,"Patrika Darbo, Kim Delaney, Jordin Sparks, Makenzie Moss, Liam Matthews, Andrew W. Walker, Lindsay Pulsipher, Gary Grubbs, Robin Givens, Arthur Cartwright",United States,"February 9, 2019",2018,111,"After a young mother is widowed by war, her faith is tested as she struggles to stay afloat financially and raise her daughter.",Children
+s2453,Movie,God Knows Where I Am,"Jedd Wider, Todd Wider",Lori Singer,United States,"October 22, 2018",2016,103,"Through diary entries, this documentary follows the life and death of homeless woman Linda Bishop and her struggles with starvation, sanity and God.",Documentaries
+s2454,Movie,God of War,Gordon Chan,"Vincent Zhao, Sammo Kam-Bo Hung, Regina Wan, Yasuaki Kurata, Keisuke Koide, Timmy Hung, Michael Tong",China,"December 16, 2017",2017,129,A maverick leader and a clever young general take on Japanese pirates amid bureaucratic intrigue in Ming Dynasty China.,Action
+s2455,Movie,God's Not Dead,Harold Cronk,"Kevin Sorbo, Shane Harper, David A.R. White, Dean Cain, Benjamin A. Onyango, Paul Kwo, Hadeel Sittu, Trisha LaFache, Cory Oliver, Willie Robertson, Korie Robertson",United States,"April 1, 2020",2014,113,A spiritual college student clashes with an atheistic professor who insists that students will only pass his class by admitting that God is dead.,Dramas
+s2456,Movie,God's Not Dead: A Light in Darkness,Michael Mason,"David A.R. White, John Corbett, Shane Harper, Ted McGinley, Jennifer Taylor, Benjamin A. Onyango, Tatum O'Neal, Cissy Houston",United States,"December 4, 2018",2018,106,"After a fire breaks out at his church, a pastor faces a legal battle against university leaders who wish to push the congregation off the campus.",Dramas
+s2457,Movie,God's Own Country,Francis Lee,"Josh O'Connor, Alec Secareanu, Ian Hart, Gemma Jones",United Kingdom,"May 1, 2018",2017,105,"In Yorkshire, a withdrawn gay farmer begins a torrid affair with a Romanian migrant worker who shows him the depths of his capacity for affection.",Dramas
+s2459,TV Show,Godzilla,"Kobun Shizuno, Hiroyuki Seshita","Mamoru Miyano, Takahiro Sakurai, Kana Hanazawa, Tomokazu Sugita, Yuki Kaji, Junichi Suwabe, Daisuke Ono, Kenta Miyake, Kenyu Horiuchi, Kazuya Nakai, Kazuhiro Yamaji",Japan,"January 17, 2018",2017,1,"A desperate group of refugees attempts to recolonize Earth 20,000 years after Godzilla took over. But one young man wants revenge above all else.",TV Shows
+s2460,Movie,GODZILLA City on the Edge of Battle,"Kobun Shizuno, Hiroyuki Seshita","Mamoru Miyano, Takahiro Sakurai, Kana Hanazawa, Tomokazu Sugita, Yuki Kaji, Junichi Suwabe, Reina Ueda, Ari Ozawa, Daisuke Ono, Kenta Miyake, Kenyu Horiuchi, Kazuya Nakai, Kazuhiro Yamaji",Japan,"July 18, 2018",2018,101,"On Earth, Haruo and his companions make contact with the indigenous Houtua tribe. To defeat Godzilla, they set out for the old Mechagodzilla facility.",Action
+s2461,Movie,GODZILLA The Planet Eater,"Kobun Shizuno, Hiroyuki Seshita","Mamoru Miyano, Takahiro Sakurai, Kana Hanazawa, Tomokazu Sugita, Yuki Kaji, Junichi Suwabe, Reina Ueda, Ari Ozawa, Daisuke Ono, Kenta Miyake, Kenyu Horiuchi, Kazuya Nakai, Kazuhiro Yamaji",Japan,"January 9, 2019",2018,91,"With the earth alliance weakened, Haruo weighs siding with the Exif, whose death cult is summoning a monster that can destroy the world.",Action
+s2462,TV Show,Goedam,Hong Won-ki,"SEOLA, Lee Hyun-joo, Song Chae-yun, Han Ga-rim, Shim So-young",South Korea,"August 20, 2020",2020,1,"When night falls on the city, shadows and spirits come alive in this horror anthology series centered on urban legends.",International TV
+s2463,Movie,Going for Gold,Clay Glen,"Kelli Berglund, Emily Morris, Terry Rogers, Jess Kuss, Jo Stone, Elysia Markou, Daisy Anderson, Ruth Natalie Fallon, Henry Turczynowicz, Martha Lott",Australia,"July 15, 2018",2018,88,"After moving to Australia, an American teen convinces her new friends to form a cheer squad and take on their biggest rivals in competition.",Children
+s2464,Movie,Gol Maal,Hrishikesh Mukherjee,"Amol Palekar, Bindiya Goswami, Deven Verma, Utpal Dutt, Shubha Khote, Manju Singh, Dina Pathak, Pushpa, David Abraham, Asrani",India,"December 31, 2019",1979,137,"When circumstances at work compel Ram to pretend to have a twin, his lie works – until the boss wants his daughter to marry Ram’s fictitious brother.",Classic Movies
+s2466,Movie,GoldenEye,Martin Campbell,"Pierce Brosnan, Sean Bean, Izabella Scorupco, Famke Janssen, Joe Don Baker, Judi Dench, Robbie Coltrane, Gottfried John, Alan Cumming, Tchéky Karyo, Desmond Llewelyn, Samantha Bond, Michael Kitchen, Serena Gordon, Simon Kunz",United Kingdom,"December 31, 2019",1995,130,"Pierce Brosnan takes his first turn as debonair secret agent James Bond, who investigates the destruction of a Russian satellite weapons base.",Action
+s2467,Movie,Goldie,Sam de Jong,"Slick Woods, George Sample III, Shaquila Angela Griszell, Danny Hoch, Khris Davis, Jazmyn Davis, Alana Tyler-Tomkins, Fran Jaye",United States,"June 22, 2020",2019,89,"When a bold teen mounts a gritty pursuit to dance in a music video, she must also evade child services so she can keep her younger sisters together.",Dramas
+s2469,Movie,Goldstone,Ivan Sen,"Aaron Pedersen, Alex Russell, Jacki Weaver, Cheng Pei-pei, David Gulpilil, Michelle Lim Davidson, David Wenham, Tommy Lewis, Tommy Caldwell",Australia,"December 10, 2018",2016,110,"In the Australian outback, an Indigenous cop on a missing persons case unearths a trafficking ring and runs afoul of political-industrial interests.",Thrillers
+s2470,Movie,Gollu Aur Pappu,Kabir Sadanand,"Vir Das, Sandeepa Dhar, Dimple Kapadia, Kunaal Roy Kapur, Deepak Tijori",India,"July 5, 2020",2014,112,"Hapless brothers Gollu and Pappu stumble into a terrorist plot and end up being ordered to detonate a bomb, a task they are destined to bungle.",Action
+s2471,Movie,Golmaal Returns,Rohit Shetty,"Ajay Devgn, Kareena Kapoor, Arshad Warsi, Tusshar Kapoor, Shreyas Talpade, Celina Jaitly, Amrita Arora, Anjana Sukhani",India,"September 28, 2020",2008,135,A man's relationship with his jealous wife enters choppy waters after he has to spend a night on a yacht with a woman he's rescued from gangsters.,Comedies
+s2472,Movie,Golmaal: Fun Unlimited,Rohit Shetty,"Ajay Devgn, Tusshar Kapoor, Arshad Warsi, Sharman Joshi, Paresh Rawal, Rimi Sen, Sushmita Mukherjee, Vrajesh Hirjee",India,"December 31, 2019",2006,148,"Between thwarting crooks and wooing the belle next door, four pranksters get in over their heads when they bamboozle their way into a couple’s bungalow.",Comedies
+s2474,Movie,Gone are the Days,Mark Landre Gould,"Lance Henriksen, Tom Berenger, Meg Steedle, Danny Trejo",United States,"January 1, 2019",2018,100,"As a notorious outlaw comes to grips with his past, he reconnects with his estranged daughter and gets one more shot to make things right.",Independent Movies
+s2475,TV Show,Gonul,Neslihan Yesilyurt,"Gökçe Bahadır, Engin Öztürk, Onur Saylak",Turkey,"July 12, 2017",2015,1,"A nurse escapes from her surgeon fiancé after his ex reveals his dark secrets. She later finds love again, but a car accident changes everything.",International TV
+s2476,Movie,Good and Prosperous,Sameh Abdulaziz,"Ali Rabee, Mohamed Abdel-Rahman, Bayoumi Fouad, Karim Afifi, Dalal Abdel Aziz, Mai Selim, Tara Emad, Mohammed Tharwat, Haifa Wehbe, Ahmed Adel",Egypt,"December 10, 2019",2017,101,"As two jobless brothers search aimlessly for careers worthy of their hard-to-please mother’s praise, they cluelessly tackle countless gigs.",Comedies
+s2477,Movie,Good Burger,Brian Robbins,"Kenan Thompson, Kel Mitchell, Abe Vigoda, Dan Schneider, Shar Jackson, Jan Schweiterman, Linda Cardellini, Sinbad, Ron Lester, Josh Server, Ginny Schreiber",United States,"January 1, 2021",1997,96,"Working at a neighborhood fast-food joint, two teens try to save the restaurant when a giant burger franchise fires up the competition.",Children
+s2478,Movie,Good Game: The Beginning,Umut Aral,"Mert Yazıcıoğlu, Afra Saraçoğlu, Yiğit Kirazcı, Orkun Işıtmak, Bahar Şahin, Tolga Canbeyli, Bada Oh Deniz, Hakan Kurtaş, Doğaç Yildiz",Turkey,"October 3, 2020",2018,115,New high school grad and avid gamer Cenk is recruited to an intense esports team that trains for a tournament with a life-changing prize.,Dramas
+s2480,Movie,Good Hair,Jeff Stilson,"Chris Rock, Nia Long, Maya Angelou, Ice-T, Eve, Meagan Good, Al Sharpton, KRS-One, Raven-Symoné",United States,"January 1, 2021",2009,96,Chris Rock hops around the world going from beauty salons to science labs to comb through the mystery of Black hair.,Documentaries
+s2481,Movie,Good Kids,Chris McCoy,"Nicholas Braun, Zoey Deutch, Mateo Arias, Israel Broussard, Dayo Okeniyi, Julia Garner, Kevin Chapman, Ashley Judd",United States,"January 19, 2017",2016,90,Four overachieving friends spend the summer after finishing high school doing everything possible to enjoy the party life and ruin their reputations.,Comedies
+s2482,Movie,Good Kill,Andrew Niccol,"Ethan Hawke, January Jones, Bruce Greenwood, Zoë Kravitz, Jake Abel, Ryan Montano, Dylan Kenin, Stafford Douglas",United States,"April 2, 2017",2014,103,"As Tommy Egan pilots armed drones over Afghanistan from the safe comfort of Las Vegas, the remote nature of his work begins to raise moral questions.",Dramas
+s2483,Movie,Good Kisser,Wendy Jo Carlton,"Kari Alison Hodge, Rachel Paulson, Julia Eringer",United States,"August 20, 2020",2019,75,"Hoping to give their relationship a boost, Jenna and Kate arrange to spend an evening with a third woman, but things take a turn once the sparks fly.",Comedies
+s2484,Movie,Good Luck,Tarek Abdel Moaty,"Ahmed Eid, May Kassab, Diaa El Merghany, Samy Maghawry, Badria Tolba, Hassan Abdulfattah, Ahmed Safwat, Sayed Sadek, Laila Gamal",Egypt,"June 21, 2019",2012,99,"Seeking an apartment to share with his wife, an apolitical man starts to question his own modest goals as revolution swirls around him.",Dramas
+s2485,Movie,Good Luck Chuck,Mark Helfrich,"Dane Cook, Jessica Alba, Dan Fogler, Ellia English, Sasha Pieterse, Annie Wood, Lonny Ross, Chelan Simmons, Simone Bailly, Jodelle Ferland, Crystal Lowe, Troy Gentile, Georgia Craig, Michelle Harrison, Chiara Zanni",United States,"October 1, 2019",2007,99,"Every time Chuck breaks up with a girlfriend, she ends up engaged to her next boyfriend. Soon, women are dating Chuck in hopes of meeting Mr. Right.",Comedies
+s2488,Movie,"Good Night, and Good Luck",George Clooney,"David Strathairn, Patricia Clarkson, George Clooney, Jeff Daniels, Robert Downey Jr., Frank Langella, Ray Wise, Robert John Burke, Tate Donovan, Alex Borstein, Matt Ross, Grant Heslov",United States,"June 2, 2019",2005,93,Veteran television newsman Edward R. Murrow faces off against Sen. Joseph McCarthy and his crusade to quell the threat of communism in America.,Dramas
+s2489,Movie,Good People,Henrik Ruben Genz,"James Franco, Kate Hudson, Tom Wilkinson, Omar Sy, Sam Spruell, Anna Friel, Thomas Arnold, Oliver Dimsdale, Diana Hardcastle, Michael Jibson, Diarmaid Murtagh",United States,"September 8, 2017",2014,90,A struggling couple can't believe their luck when they find a stash of money in the apartment of a neighbor who was recently murdered.,Action
+s2490,Movie,Good Sam,Kate Melville,"Tiya Sircar, Chad Connell, Marco Grazzini, Jesse Camacho, Mark Camacho, Elana Dunkelman, Kelly Hope Taylor, Kenny Wong, Daniela Sandiford, Christina Tannous",United States,"May 16, 2019",2019,90,A curious reporter finds love while pursuing the story of a mysterious figure who's leaving bags of cash for strangers around New York City.,Children
+s2491,Movie,Good Time,"Benny Safdie, Josh Safdie","Robert Pattinson, Benny Safdie, Jennifer Jason Leigh, Barkhad Abdi, Buddy Duress, Peter Verby, Taliah Webster, Necro",United States,"February 11, 2020",2017,101,"After spearheading an ill-fated bank robbery, a man must get his mentally challenged younger brother out of jail while eluding his own capture.",Dramas
+s2494,Movie,GoodFellas,Martin Scorsese,"Robert De Niro, Ray Liotta, Joe Pesci, Lorraine Bracco, Paul Sorvino, Frank Sivero, Tony Darrow, Mike Starr, Frank Vincent, Chuck Low",United States,"January 1, 2021",1990,145,Former mobster Henry Hill recounts his colorful yet violent rise and fall in a New York crime family – a high-rolling dream turned paranoid nightmare.,Classic Movies
+s2496,Movie,Gook,Justin Chon,"Simone Baker, Justin Chon, David So, Curtiss Cook Jr., Sang Chon, Ben Munoz, Omono Okojie, Isaiah Jarel",United States,"March 6, 2018",2017,95,"Amidst the looting and chaos of the LA riots, two Korean-American brothers fight to save their struggling shoe store while contemplating their future.",Dramas
+s2497,Movie,Goon,Michael Dowse,"Seann William Scott, Jay Baruchel, Liev Schreiber, Alison Pill, Marc-André Grondin, Kim Coates, Eugene Levy, Nicholas Campbell, Richard Clarkin, Jonathan Cherry",United States,"August 15, 2017",2011,92,"When he's seen dispatching a rude opposing hockey player in the stands, Doug Glatt is hired by a rival team ... for his fighting skills.",Comedies
+s2498,Movie,Goon: Last of the Enforcers,Jay Baruchel,"Seann William Scott, Alison Pill, Liev Schreiber, Marc-André Grondin, Wyatt Russell, Elisha Cuthbert, Callum Keith Rennie, Jason Jones, Kim Coates, T.J. Miller",Canada,"December 30, 2017",2016,102,"Injury and family push hockey player Doug Glatt into retirement, but his plans change when his beloved former team appoints his nemesis as captain.",Comedies
+s2500,Movie,Goosebumps 2: Haunted Halloween,Ari Sandel,"Jeremy Ray Taylor, Madison Iseman, Caleel Harris, Wendi McLendon-Covey, Chris Parnell, Ken Jeong, Jack Black",United States,"April 25, 2019",2018,90,"Three teens spend their Halloween trying to stop a magical book, which brings characters from the ""Goosebumps"" novels to life.",Children
+s2501,Movie,Gori Tere Pyaar Mein,Punit Malhotra,"Imran Khan, Kareena Kapoor, Nizhalgal Ravi, Anupam Kher, Shraddha Kapoor, Esha Gupta, Sujata Kumar, Neelu Kohli",India,"April 1, 2020",2013,144,"Sriram is concerned only with spending money, until he meets Dia, a principled activist. Now he's determined to prove himself worthy of her affection.",Comedies
+s2503,Movie,Gosford Park,Robert Altman,"Eileen Atkins, Bob Balaban, Alan Bates, Charles Dance, Stephen Fry, Michael Gambon, Richard E. Grant, Tom Hollander, Derek Jacobi, Kelly Macdonald, Helen Mirren, Jeremy Northam, Clive Owen, Ryan Phillippe, Maggie Smith, Geraldine Somerville, Kristin Scott Thomas, Sophie Thompson, Emily Watson, James Wilby",United States,"November 1, 2019",2001,137,"In this witty whodunit, wealthy guests and their servants gather for a weekend stay at the home of Sir William McCordle, who is soon found murdered.",Comedies
+s2505,TV Show,Gotham,Danny Cannon,"Ben McKenzie, Donal Logue, Jada Pinkett Smith, David Mazouz, Sean Pertwee, Camren Bicondova, Robin Lord Taylor, Cory Michael Smith, Erin Richards, John Doman, Victoria Cartagena, Andrew Stewart-Jones, Larry Pine, Jessica Lucas, Maggie Geha, Charlie Tahan, Drew Powell, Morena Baccarin, Anthony Carrigan, Crystal Reed, Chris Chalk, Damian Young, Michael Buscemi, Alexander Siddig, Michael Maize",United States,"September 30, 2019",2019,5,"Long before he was commissioner, rookie cop James Gordon takes on Gotham City crime and corruption to avenge the murder of Bruce Wayne's parents.",Crime TV
+s2506,Movie,Gothika,Mathieu Kassovitz,"Halle Berry, Robert Downey Jr., Charles S. Dutton, John Carroll Lynch, Bernard Hill, Penélope Cruz, Dorian Harewood, Bronwen Mantel",United States,"January 1, 2021",2003,98,"After a car crash, a criminal psychiatrist awakens to find that she's a patient in the same mental institution that currently employs her.",Horror Movies
+s2507,Movie,Gour Hari Dastaan: The Freedom File,Ananth Narayan Mahadevan,"Vinay Pathak, Konkona Sen Sharma, Ranvir Shorey, Tannishtha Chatterjee, Rajit Kapoor, Vikram Gokhale, Vipin Sharma, Rahul Vohra, Saurabh Shukla, Asrani",India,"October 15, 2017",2015,109,A former freedom fighter is forced to navigate the corridors of a disinterested bureaucracy to prove that he fought in India's freedom movement.,Dramas
+s2508,Movie,Goyo: The Boy General,Jerrold Tarog,"Paulo Avelino, Carlo Aquino, Arron Villaflor, Mon Confiado, Gwen Zamora, Jeffrey Quizon, Alvin Anson, Empress Schuck, Perla Bautista, Benjamin Alves",Philippines,"January 26, 2019",2018,150,"Brash ladies' man Gregorio ""Goyo"" del Pilar rises to become one of the Philippines' youngest generals in this historical epic sequel to ""Heneral Luna.""",Dramas
+s2511,Movie,Gran Torino,Clint Eastwood,"Clint Eastwood, Bee Vang, Ahney Her, Christopher Carley, John Carroll Lynch, Brian Haley, Geraldine Hughes, Brian Howe, William Hill, Dreama Walker",Germany,"October 1, 2020",2008,117,A newly widowed Korean War veteran faces his racism and his past when the son of the Hmong family next door tries to steal his beloved 1972 Gran Torino.,Dramas
+s2516,Movie,Grand Masti,Indra Kumar,"Riteish Deshmukh, Vivek Oberoi, Aftab Shivdasani, Suresh Menon, Manjari Fadnis, Sonalee Kulkarni, Karishma Tanna, Kainaat Arora, Bruna Abdullah, Maryam Zakaria, Pradeep Singh Rawat",India,"March 1, 2018",2013,93,"Leaving their wives at home, three randy friends look forward to some raunchy extramarital fun at their college reunion.",Comedies
+s2517,Movie,Grand-Daddy Day Care,Ron Oliver,"Danny Trejo, Reno Wilson, Margaret Avery, Barry Bostwick, Julia Duffy, Anthony Gonzalez, Linda Gray, James Hong, Hal Linden, Alec Mapa",United States,"December 25, 2019",2019,96,A frustrated novelist with money problems opens an unsanctioned senior center at his house to make quick cash and occupy his cumbersome father-in-law.,Children
+s2518,Movie,Grandmaster,B. Unnikrishnan,"Mithra Kurian, Anoop Menon, Mohanlal, Narein, Priyamani, Roma, Siddique, Jagathy Sreekumar",India,"November 1, 2018",2012,133,"Anticipating the next move in a serial killer's grisly game, a police chief realizes that his daughter and estranged wife are the next likely victims.",International Movies
+s2519,Movie,Grandmother's Farm,Ahmed Zein,"Saeed Al-Sheryani, Yaser Alneyadi, Khaled Al-Nuaimi, Abdullah Al Hamiri, Abdullah Al-Ramsi, Muhammed Murshed, Meera Ali, Am Rashed, Amal Mohammed, Aisha Al Suwaidi",United Arab,"May 28, 2020",2014,71,A guys' getaway to an isolated farm in the desert goes from fun to frightening when a mysterious guest crashes the party.,Comedies
+s2520,Movie,Grandmother's Farm Part 2,Ahmed Zein,"Mansour Al Felei, Saeed Al-Sheryani, Yaser Alneyadi, Khaled Al-Nuaimi, Abdullah Al Hamiri, Abdullah Al-Ramsi, Salama Almazrouei, Am Rashed, Aisha Al Suwaidi, Muhammed Murshed",United Arab,"May 28, 2020",2015,80,"After their haunting experience on a desert farm, a group of buddies escapes on a faraway getaway to seaside Fujairah — and right into more terror.",Comedies
+s2521,Movie,Grass,Tanuj Chopra,"Emily Chang, Pia Shah, Anthony Ma",United States,"February 14, 2019",2017,57,Good girl Cam recruits her pot-loving bestie Jinky to help deliver a backpack full of weed for her drug-dealing fiancé.,Comedies
+s2523,Movie,Grease,Randal Kleiser,"John Travolta, Olivia Newton-John, Stockard Channing, Jeff Conaway, Barry Pearl, Michael Tucci, Kelly Ward, Didi Conn, Jamie Donnelly, Dinah Manoff, Eve Arden, Dody Goodman, Sid Caesar, Joan Blondell, Frankie Avalon",United States,"November 1, 2019",1978,110,John Travolta and Olivia Newton-John star in this hit musical comedy about a greaser and the good girl he falls for – much to his friends' chagrin.,Classic Movies
+s2528,Movie,Greater,David Hunt,"Neal McDonough, Leslie Easterbrook, Christopher Severio, Michael Parks, Nick Searcy, Peter Gray Lewis, Fredric Lehne, M.C. Gainey, Texas Battle, Josh Emerson",United States,"March 31, 2020",2016,131,Faith and determination transform a talentless football player at the University of Arkansas into an All-American in this inspiring true story.,Children
+s2533,Movie,Green Room,Jeremy Saulnier,"Anton Yelchin, Imogen Poots, Patrick Stewart, Alia Shawkat, Joe Cole, Callum Turner, Macon Blair, David W. Thompson, Mark Webber, Eric Edelstein, Kai Lennox",United States,"November 12, 2018",2015,95,"At the end of their low-budget tour, a punk band accepts a gig at an isolated rural club, only to discover that their hosts are neo-Nazis.",Horror Movies
+s2534,Movie,Green White Green (And All the Beautiful Colours in My Mosaic of Madness),Abba T. Makama,"Ifeanyi Dike Jr., Jamal Ibrahim, Samuel Robinson, Cristabel Goddy, Okey Uzoeshi, Bimbo Manuel, Meg Otanwa, Eric Didie, Donatus Ekwuazi, Omoye Uzamere",Nigeria,"January 1, 2018",2016,102,"Three young Nigerian bohemians, each from one of the country's major ethnic groups, explore the directions in which their lives could go.",Comedies
+s2537,Movie,Greg Davies: You Magnificent Beast,Peter Orton,Greg Davies,United Kingdom,"April 10, 2018",2018,66,"British comedian Greg Davies revisits terrifying dates, manscaping disasters, his father's pranks and more in a savagely funny stand-up special.",Stand-Up
+s2538,Movie,Grego Rossello: Disculpe las molestias,Juani Libonatti,Grego Rossello,Argentina,"October 31, 2019",2019,65,"Argentine comedian Grego Rossello takes the stage in Buenos Aires to share his takes on modern stardom, airline dining, brotherly love and more.",Stand-Up
+s2540,Movie,Gridlocked,Allan Ungar,"Dominic Purcell, Cody Hackman, Stephen Lang, Trish Stratus, Danny Glover, Vinnie Jones, Saul Rubinek, Richard Gunn, Steve Byers, James A. Woods",Canada,"July 14, 2016",2015,114,"An embittered cop is tasked with baby-sitting a spoiled actor, but the two must learn to fight together when they run afoul of a group of mercenaries.",Action
+s2543,Movie,Grizzlies,Miranda de Pencier,"Ben Schnetzer, Emerald MacDonald, Booboo Stewart, Will Sasso, Paul Nutarariaq, Ricky Marty-Pahtaykan, Tantoo Cardinal, Eric Schweig",Canada,"December 15, 2020",2018,106,A group of disaffected students form an unlikely bond through the game of lacrosse when a new teacher introduces the sport to their remote Arctic town.,Dramas
+s2546,Movie,Growing Up Wild,Keith Scholey,Daveed Diggs,United States,"February 19, 2017",2016,78,"Five baby animals from different parts of the world grow up learning to survive in the wild, nurtured by the love and guidance of their families.",Children
+s2547,Movie,Guatemala: Heart of the Mayan World,"Luis Ara, Ignacio Jaunsolo",Christian Morales,Uruguay,"November 30, 2019",2019,67,"From Sierra de las Minas to Esquipulas, explore Guatemala's cultural and geological wealth, including ancient Mayan cities and other natural wonders.",Documentaries
+s2548,Movie,Guest House,Sam Macaroni,"Pauly Shore, Mike Castle, Aimee Teegarden, Billy Zane, Charlotte McKinney, Louis Ferrigno,  Jr., Erik Griffin, Bobby Lee, Punkie Johnson, Mikaela Hoover, Chris Kattan, Steve-O",United States,"December 18, 2020",2020,84,The only downside to a young couple’s new dream home — and fresh start — is the nightmare of the raucous houseguest in back who refuses to leave.,Comedies
+s2550,Movie,Guilty,Ruchi Narain,"Kiara Advani, Akansha Ranjan Kapoor, Gurfateh Pirzada, Taher Shabbir, Niki Walia, Manu Rishi Chadha, Dalip Tahil, Kunal Vijaykar",India,"March 6, 2020",2020,120,"When a college heartthrob is accused of rape by a less popular student, his girlfriend navigates various versions of the story in search of the truth.",Dramas
+s2551,Movie,Gumrah,Mahesh Bhatt,"Sanjay Dutt, Sridevi, Anupam Kher, Rahul Roy, Soni Razdan, Reema Lagoo, Kunika, Tom Alter, Bob Christo, Anang Desai",India,"April 1, 2020",1993,149,"Jailed for drug trafficking while searching for the dad she's never met, a singer gets unlikely support from a crook whose love she has long rejected.",Action
+s2552,Movie,Gun City,Dani de la Torre,"Luis Tosar, Michelle Jenner, Vicente Romero, Manolo Solo, Paco Tous, Adriana Torrebejano, Pep Tosar, Jaime Lorente, Ernesto Alterio, Fernando Cayo",Spain,"October 31, 2018",2018,126,"In 1921 Barcelona, amid unrest between anarchists and the police, a cop plays both sides to learn who stole army weapons that could ignite a civil war.",Dramas
+s2554,Movie,Guna 369,Arjun Jandyala,"Adithya Menon, Kartikeya Gummakonda, Anagha LK",India,"November 15, 2019",2019,143,A pampered but kind-hearted average joe ditches his romancing and peacekeeping ways when he’s framed for a murder he didn’t commit.,Action
+s2555,Movie,Gunjan Saxena: The Kargil Girl,Sharan Sharma,"Janhvi Kapoor, Pankaj Tripathi, Angad Bedi, Viineet Kumar, Manav Vij, Ayesha Raza Mishra",India,"August 12, 2020",2020,113,Flight Lieutenant Gunjan Saxena makes history in her journey from aspiring aviator to India’s first female combat pilot in the Kargil War.,Action
+s2557,Movie,Gurgaon,Shanker Raman,"Akshay Oberoi, Pankaj Tripathi, Aamir Bashir, Ragini Khanna, Shalini Vatsa",India,"May 1, 2018",2017,106,"When the daughter of a wealthy family returns from college, she gets a frosty welcome from her brother, who has problems – and plans – of his own.",Dramas
+s2559,Movie,Guru,Mani Ratnam,"Abhishek Bachchan, Mithun Chakraborty, Aishwarya Rai Bachchan, Madhavan, Vidya Balan, Roshan Seth, Arya Babbar, Sachin Khedekar, Dhritiman Chatterjee, Manoj Joshi",India,"March 1, 2018",2007,155,Ambitious Gurukant Desai ignores his father's advice and leaves his village to find success in Turkey.,Dramas
+s2561,Movie,Guy Martin: Last Flight of the Vulcan Bomber,James Woodroffe,"Guy Martin, Kevin Stone, Shaun Dooley",United Kingdom,"July 26, 2019",2015,57,Guy Martin assists in preparing the last airworthy Vulcan bomber for a farewell tour while revealing the stories behind the iconic aircraft.,Documentaries
+s2562,Movie,Guzaarish,Sanjay Leela Bhansali,"Hrithik Roshan, Aishwarya Rai Bachchan, Shernaz Patel, Aditya Roy Kapoor, Nafisa Ali, Monikangana Dutta, Suhel Seth, Rajit Kapoor, Ash Chandler, Vijay Crishna",India,"August 2, 2018",2010,121,"After an onstage disaster leaves an illusionist paralyzed, he channels his magic into a hit radio show. Years later, he fights for the right to die.",Dramas
+s2565,Movie,Héroes,Esteban Vidal,"Fabrizio Copano, Juanita Ringeling, Fernando Alarcón, Delfina Guzmán, Paty Cofré, Andrés Rillón, Julio Jung, Nicolás Oyarzún",Chile,"August 19, 2018",2015,91,"When an earthquake hits Chile, rescue workers must put aside their differences to save the country from a businessman's evil scheme.",Comedies
+s2566,Movie,Hükümet Kadin,Sermiyan Midyat,"Demet Akbağ, Sermiyan Midyat, Mahir İpek, Gülhan Tekin, Burcu Gönder, Cezmi Baskın, Renan Bilek, Ayberk Attila, Rıza Akın, Bülent Çolak",Turkey,"March 10, 2017",2013,100,"When an uneducated mother of eight suddenly becomes mayor, she uses the skills she's learned as a housewife to keep her town running like clockwork.",Comedies
+s2567,Movie,Hükümet Kadin 2,Sermiyan Midyat,"Demet Akbağ, Sermiyan Midyat, Mahir İpek, Gülhan Tekin, Burcu Gönder, Mine Şenhuy Teber, Osman Alkaş, Bülent Çolak, Olgun Toker, Doğukan Polat",Turkey,"March 10, 2017",2013,101,"In 1949, with freedoms threatened, housewife Hükümet is unaware of her future life in politics as she faces off with liar and mayoral hopeful Faruk.",Comedies
+s2571,Movie,Haani,Amitoj Mann,"Sarabjit Cheema, Mahreen Kaleka, Harbhajan Mann, Anuj Sachdeva, Rupan Bal, Sonia Mann",India,"October 1, 2018",2013,137,"When a man discovers that he can communicate with his grandfather's spirit, it leads to two love stories intertwining 50 years apart.",Dramas
+s2573,Movie,Habibie & Ainun,Faozan Rizal,"Reza Rahadian, Bunga Citra Lestari, Tio Pakusadewo, Ratna Riantiarno, Mike Lucock, Vitta Mariana Barrazza, Christoffer Nelwan",Indonesia,"January 28, 2019",2012,125,"This companion to 2016's ""Rudy Habibie"" traces the relationship between Indonesia’s third president and his wife behind the scenes of their public lives.",Dramas
+s2575,Movie,Hadi İnşallah,Ali Taner Baltacı,"Büşra Pekin, Murat Boz, Cezmi Baskın, Şinasi Yurtsever, İdil Dizdar, Hülya Gülsen Irmak, Canan Özer, Şenay Bozoklar, Emrah Kaman, Müjde Uzman",Turkey,"April 4, 2018",2014,95,A young woman recovering poorly from a bad romance gets a new lease on life after encountering a handsome man during a job interview.,Comedies
+s2576,Movie,Haider,Vishal Bhardwaj,"Shahid Kapoor, Tabu, Shraddha Kapoor, Kay Kay Menon, Irrfan Khan, Narendra Jha",India,"August 2, 2018",2014,154,Shahid Kapoor delivers a searing performance in this Bollywood take on Hamlet that unfolds amid Kashmiri culture and history.,Dramas
+s2578,Movie,"Hail, Caesar!","Ethan Coen, Joel Coen","Josh Brolin, George Clooney, Scarlett Johansson, Alden Ehrenreich, Ralph Fiennes, Tilda Swinton, Channing Tatum, Frances McDormand, Jonah Hill, Veronica Osorio, Heather Goldenhersh, Alison Pill",United States,"April 16, 2020",2016,106,"When a major star is kidnapped from a movie set, a hard-charging but overwhelmed studio boss sets out to find the actor and save the film.",Comedies
+s2579,Movie,Hairspray,Adam Shankman,"Nikki Blonsky, John Travolta, Michelle Pfeiffer, Christopher Walken, Amanda Bynes, James Marsden, Queen Latifah, Zac Efron, Brittany Snow, Allison Janney, Elijah Kelley, Jerry Stiller",United States,"January 1, 2020",2007,116,"In 1962, ambitious plus-size teen Tracy Turnblad tries to integrate a racially divided Baltimore one Watusi at a time.",Children
+s2580,Movie,Hajwala 2: Mysterious Mission,"Ibrahim Bin Mohamed, Hasan Aljaberi","Hussain Al Hosani, Ali Almarzouqi, Abdullah Al Yousef, Omar Al Hafidh, Meral Niazi, Yaser Hassan, Fatema Almansoori, Ahmed El Mohammdi",United Arab,"March 8, 2019",2018,116,"In this sequel, a group of expert drivers skilled in drifting and high-speed racing is recruited to perform obscure tasks for a shadowy gang.",Action
+s2581,Movie,Hajwala: The Missing Engine,"Ali Bin Matar, Ibrahim Bin Mohamed","Yasser Al Jarraf, Haleem Aljabri, Anwar Aljabri, Omar Aljabri, Ali Almarzouqi, Majed Aldheeb, Yousef Almahmodi, Reem Ali",United Arab,"November 1, 2017",2016,97,A competitive streetcar racer's obsession with winning drive him to develop a vehicle with an innovative engine that's never been used before.,Action
+s2582,Movie,Hakkunde,Oluseyi Asurf,"Frank Donga, Rahama Sadau, Ali Nuhu, Toyin Aimakhu, Tunbosun Aiyedehin, Maryam Booth, Ahaji Issa Bello, Adebukola, Bukky Ajayi, Ibrahim Daddy, Seyilaw, Tomiwa Kukoyi",Nigeria,"January 31, 2020",2017,93,A perpetually unemployed graduate desperately leaves his city for a potential opportunity until a roadblock threatens to derail his chance at a career.,Comedies
+s2584,Movie,Half Girlfriend,Mohit Suri,"Arjun Kapoor, Shraddha Kapoor, Vikrant Massey, Seema Biswas, Rhea Chakraborty, Sujata Sehgal, Anisa Butt",India,"January 2, 2020",2017,129,"Small-town Madhav falls for big-city Riya and wants her to be his girlfriend. But she views their relationship differently, and suggests a compromise.",Dramas
+s2585,Movie,Halkaa,Nila Madhab Panda,"Tathastu, Aryan Preet, Ranvir Shorey, Paoli Dam, Kumud Mishra, Devender Chaudhary, Shrikant Verma",India,"November 15, 2018",2018,111,"Up against a corrupt government official and crushing poverty, a young boy in the Delhi slums attempts to raise funds to build himself his own toilet.",Comedies
+s2586,Movie,HALO Legends,"Shinji Aramaki, Mamoru Oshii, Hideki Futamura, Toshiyuki Kanno, Tomoki Kyoda, Koichi Mashimo, Yasushi Muraki, Daisuke Nishio, Frank O'Connor, Koji Sawai, Joseph Chou, Hiroshi Yamazaki","Andy McAvin, James Faulkner, Luci Christian, John Swasey",United States,"May 1, 2017",2009,117,"This anthology features seven independent anime shorts from renowned directors, delving into the futuristic universe of the video game franchise Halo.",Action
+s2587,Movie,Halo: The Fall of Reach,Ian Kirby,"Jen Taylor, Steve Downes, Michelle Lukes, Britt Baron, Travis Willingham, John Bently, Todd Haberkorn, Cole Jensen",United States,"March 7, 2016",2015,65,Witness the origins of Master Chief and the Spartan program as a group of children transform into enhanced soldiers and fight a powerful alien threat.,Action
+s2589,Movie,Hamara Dil Aapke Paas Hai,Satish Kaushik,"Anil Kapoor, Aishwarya Rai Bachchan, Sonali Bendre, Puru Rajkumar, Anupam Kher, Satish Kaushik, Mukesh Rishi, Jaspal Bhatti, Razak Khan, Himani Shivpuri, Smita Jaykar, Tanaaz Currim Irani",India,"March 1, 2018",2000,158,"Love blooms when kind-hearted Avinash takes in Preeti, a woman shunned by society, but the unorthodox living situation creates quite a stir among the neighbors.",Dramas
+s2590,Movie,Hamburger Hill,John Irvin,"Anthony Barille, Michael Boatman, Don Cheadle, Michael Dolan, Don James, Dylan McDermott, Michael A. Nickles, Harry O'Reilly, Daniel O'Shea, Tim Quill, Tommy Swerdlow, Courtney B. Vance, Steven Weber, Tegan West",United States,"November 23, 2019",1987,110,The Vietnam War's horrors come brutally to life through the eyes of American soldiers trying to take a heavily fortified hill under Vietcong control.,Action
+s2591,Movie,Hamid,Aijaz Khan,"Talha Arshad Reshi, Rasika Dugal, Vikas Kumar, Sumit Kaul, Bashir Lone, Gurveer Singh, Ashraf Nagoo, Mir Sarvar",India,"May 15, 2019",2018,108,"Wanting his missing father to come home, a Kashmiri boy repeatedly attempts to call God for help – until one day, a hardened army officer picks up.",Dramas
+s2592,Movie,Hamza's Suitcase,Akram Farouk,"Hamada Helal, Yousra El Lozy, Ahmed Fathy, Mohammed Tharwat, Samia Trabelsi, Diaa El-Merghani, Abdalah Mishrif, Mohamed Metwalli, Samy Maghawry, Bayoumi Fouad, Inas al-Najjar, Taher Abu Lela",Egypt,"May 2, 2019",2017,79,"When a con man tries to retrieve a bag of money, he swoons for a woman with ties to a notorious crew of criminals.",Comedies
+s2593,Movie,Handsome Devil,John Butler,"Fionn O'Shea, Nicholas Galitzine, Andrew Scott, Michael McElhatton, Moe Dunford, Ruairí O'Connor, Jay Duffy, Mark Lavery, Jamie Hallahan, Ardal O'Hanlon, Amy Huberman",Ireland,"August 1, 2017",2016,95,"A self-described outsider is sent to a rugby-obsessed boarding school, where he forms an unexpected bond with the star player.",Comedies
+s2595,Movie,Handsome: A Netflix Mystery Movie,Jeff Garlin,"Jeff Garlin, Natasha Lyonne, Amy Sedaris, Steven Weber, Christine Woods, Eddie Pepitone, Timm Sharp, Brad Morris, Leah Remini, Ava Acres",United States,"May 5, 2017",2017,81,Homicide detective Gene Handsome sets out to solve a woman's murder while searching for clues about what's missing from his personal life.,Comedies
+s2597,Movie,Hangman,Johnny Martin,"Al Pacino, Karl Urban, Brittany Snow, Joe Anderson, Sarah Shahi, Sloane Warren, Chelle Ramos, Steve Coulter, Michael Rose",United States,"May 6, 2020",2017,99,"A homicide detective, a criminal profiler and a journalist team up to nab a serial killer whose murders are inspired by the classic game of Hangman.",Thrillers
+s2598,Movie,Hank: Five Years from the Brink,Joe Berlinger,"Henry Paulson, Wendy Paulson",United States,"August 25, 2018",2013,86,"From Joe Berlinger, director of the ""Paradise Lost"" trilogy, comes this documentary about controversial former U.S. Treasury Secretary Henry Paulson.",Documentaries
+s2599,Movie,Hannah Gadsby: Douglas,Madeleine Parry,Hannah Gadsby,Australia,"May 26, 2020",2020,73,"Hannah Gadsby returns for her second special and digs deep into the complexities of popularity, identity and her most unusual dog park encounter.",Stand-Up
+s2600,Movie,Hannah Gadsby: Nanette,"Madeleine Parry, Jon Olb",Hannah Gadsby,Australia,"June 19, 2018",2018,70,"Australian comic Hannah Gadsby reshapes standard stand-up by pairing punchlines with personal revelations on gender, sexuality and childhood turmoil.",Stand-Up
+s2602,Movie,Hannibal Buress: Comedy Camisado,Lance Bangs,Hannibal Buress,United States,"February 5, 2016",2016,68,"In a special packed with stealthy humor, Hannibal Buress tackles zipper etiquette, the legacy of steroids and the fallout from his Bill Cosby routine.",Stand-Up
+s2603,Movie,Hans Teeuwen: Real Rancour,Doesjka van Hoogdalem,Hans Teeuwen,Netherlands,"July 1, 2017",2018,86,"Comedian Hans Teeuwen rebels against political correctness, proclaims himself Britain's moral leader and takes on Donald Trump.",Stand-Up
+s2604,Movie,Hans Zimmer: Live in Prague,Tim Van Someren,Hans Zimmer,United Kingdom,"March 1, 2018",2017,138,"In this concert film, Oscar-winning composer Hans Zimmer performs his most iconic movie scores to a sell-out crowd at the O2 Arena in Prague.",International Movies
+s2605,Movie,Hantu Kak Limah,Mamat Khalid,"Awie, Arab Khalid, Sharwani Ns, Tj Isa, Delimawati, Zul Ariffin, Uqasha Senrose, Ropie Cecupak",Malaysia,"January 31, 2019",2018,110,"When Kak Limah turns up dead shortly after her marriage to a much younger man, her pesky ghost haunts the villagers, who can't seem to get rid of her.",Comedies
+s2609,Movie,Happy Anniversary,Jared Stern,"Noël Wells, Ben Schwartz, Joe Pantoliano, Annie Potts, Rahul Kohli, Kristin Bauer van Straten, David Walton, Leonardo Nam, Kate Berlant",United States,"March 30, 2018",2018,78,A quirky couple spends their three-year dating anniversary looking back at their relationship and contemplating whether they should break up.,Comedies
+s2610,Movie,Happy as Lazzaro,Alice Rohrwacher,"Adriano Tardiolo, Agnese Graziani, Alba Rohrwacher, Luca Chikovani, Tommaso Ragno, Sergi López, Natalino Balasso, Carlo Tarmati, Pasqualina Scuncia, Nicoletta Braschi",Italy,"November 30, 2018",2018,127,"Purehearted teen Lazzaro is content living as a sharecropper in rural Italy, but an unlikely friendship with the marquise's son will change his world.",Dramas
+s2611,Movie,Happy Go Lucky,Amarpreet G S Chabbra,"Amrinder Gill, Harish Verma, Sumeet Sandhu, Gurpreet Guggi, B.N. Sharma, Praneet Bhatt, Kuldeep Sharma",India,"October 1, 2018",2014,129,"Three sisters seem to be ideal brides for three brothers. But when the girls' father won't allow the marriages, the boys use trickery to pull it off.",Comedies
+s2612,Movie,Happy Hunting,"Joe Dietsch, Louie Gibson","Martin Dingle-Wall, Ken Lally, Kenny Wormald, Connor Williams, Gary Sturm, C.J. Baker, Jeremy Lawson, Liesel Hanson, Kenneth Billings, Michael Tipps",United States,"January 1, 2018",2017,91,"On the run from his meth-dealing employers, a drifter with a drinking problem becomes prey in a desert town's twisted hunting contest.",Horror Movies
+s2614,Movie,Happy New Year,Farah Khan,"Shah Rukh Khan, Deepika Padukone, Abhishek Bachchan, Sonu Sood, Boman Irani, Vivaan Shah",India,"February 1, 2017",2014,179,A revenge-seeking diamond thief gathers a ragtag crew to infiltrate a Dubai hotel hosting a dance contest. But first they have to learn how to dance.,Action
+s2615,Movie,Happy Old Year,Nawapol Thamrongrattanarit,"Chutimon Chuengcharoensukying, Sunny Suwanmethanont, Sarika Sartsilpsupa, Thirawat Ngosawang, Apasiri Nitibhon, Patcha Kitchaicharoen",Thailand,"March 26, 2020",2019,113,"While decluttering her home, a woman’s hefty house renovation leads her back to the past when she uncovers her ex-boyfriend’s belongings.",Dramas
+s2616,Movie,Happy Times,Luis Javier M. Henaine,"Luis Arrieta, Cassandra Ciangherotti, Humberto Busto, Iván Arana, Bárbara de Regil, Miguel Rodarte",Mexico,"February 8, 2017",2014,79,"Desperate to break up with his clingy girlfriend, a nerdy cartoonist hires a mysterious agency to do the deed. But the agency has unusual methods.",Comedies
+s2620,Movie,Har Kisse Ke Hisse: Kaamyaab,Hardik Mehta,"Sanjay Mishra, Deepak Dobriyal, Sarika Singh, Isha Talwar, Avtar Gill, Kaurwakee Vashistha, Amitabh Srivastava, Vikas Verma",India,"May 2, 2020",2020,105,"After a career of thankless credits, a retired actor returns for a long-awaited leading role but finds he is utterly unprepared for new-age filmmaking.",Dramas
+s2621,Movie,Haraamkhor,Shlok Sharma,"Nawazuddin Siddiqui, Shweta Tripathi, Harish Khanna, Irfan Khan, Trimala Adhikari, Mohd Samad",India,"February 1, 2017",2015,93,"A selfish, manipulative schoolteacher takes advantage of a schoolgirl's vulnerability to gratify his dark, narcissistic desires.",Dramas
+s2622,Movie,Hard Kill,Matt Eskandari,"Jesse Metcalfe, Bruce Willis, Natalie Eva Marie, Lala Kent, Texas Battle, Swen Temmel, Sergio Rizzuto, Tyler Jon Olson, Jon Galanis",United States,"November 23, 2020",2020,98,"When a billionaire hires a team of mercenaries for protection, they soon realize world-changing technology and his daughter’s life are also at stake.",Action
+s2623,Movie,Hard Lessons,Eric Laneuville,"Denzel Washington, Lynn Whitfield, Richard Masur, Akosua Busia",United States,"October 1, 2011",1986,94,"This drama based on real-life events tells the story of George McKenna, the tough, determined new principal of a notorious Los Angeles high school.",Dramas
+s2624,Movie,Hard Tide,"Robert Osman, Nathanael Wiseman","Nathanael Wiseman, Mem Ferda, Alexandra Newick, Oliver Stark, Kat Gellin, Andy Lucas, Ralph Brown, Beverly Hills",United Kingdom,"September 6, 2017",2015,79,A drug dealer who's been emulating his father's successful criminal career is forced to go on the run with a young girl in this fact-based thriller.,Dramas
+s2625,Movie,Hardcore Henry,Ilya Naishuller,"Sharlto Copley, Danila Kozlovsky, Haley Bennett, Andrey Dementiev, Dasha Charusha, Svetlana Ustinova, Tim Roth, Ilya Naishuller",Russia,"August 1, 2020",2015,96,"Shot entirely like a first-person shooter video game, this film tracks Henry, a cyborg racing to save his wife from a villain with paranormal powers.",Action
+s2627,Movie,Hari Kondabolu: Warn Your Relatives,Bobcat Goldthwait,Hari Kondabolu,United States,"May 8, 2018",2018,67,"Hari Kondabolu breaks down identity politics, celebrity encounters, his mango obsession and more in an unpredictable stand-up comedy special.",Stand-Up
+s2628,Movie,Harishchandrachi Factory,Paresh Mokashi,"Nandu Madhav, Vibhawari Deshpande, Ambarish Deshpande, Mohit Gokhale, Dilip Joglekar, Dheeresh Joshi, Ketan Karande, Atharva Karve, Mayur Khandge, Sandip Pathak",India,"October 1, 2018",2009,99,"Against a backdrop of burgeoning social unrest, a neophyte filmmaker makes history in 1913 as the director of India's first feature-length film.",Dramas
+s2629,Movie,Harith Iskander: I Told You So,Michael McKay,Harith Iskander,United States,"January 19, 2018",2018,62,"Malaysian stand-up comedy icon Harith Iskander takes the stage in Kuala Lumpur to talk about Singapore, a past girlfriend, Rick Astley and more.",Stand-Up
+s2631,Movie,Harold & Kumar Escape from Guantanamo Bay,"Jon Hurwitz, Hayden Schlossberg","John Cho, Kal Penn, Rob Corddry, Jack Conley, Roger Bart, Neil Patrick Harris, Danneel Ackles, Eric Winter, Paula Garcés, Jon Reep, Missi Pyle",United States,"October 1, 2019",2008,101,Harold and Kumar jump on a plane to catch up with Harold's love interest but must change their plans when Kumar is accused of being a terrorist.,Comedies
+s2632,Movie,Harold & Kumar Go to White Castle,Danny Leiner,"John Cho, Kal Penn, Paula Garcés, Neil Patrick Harris, David Krumholtz, Eddie Kaye Thomas, Christopher Meloni, Ryan Reynolds, Fred Willard",United States,"January 1, 2020",2004,88,Buddies Harold and Kumar set out to satisfy a stoner craving for hamburgers but end up on an epic journey when they can't find White Castle.,Comedies
+s2633,Movie,Harold and Lillian: A Hollywood Love Story,Daniel Raim,"Harold Michelson, Lillian Michelson, Mel Brooks, Francis Ford Coppola, Danny DeVito",United States,"November 25, 2018",2015,95,"Storyboard artist Harold Michelson and his film researcher wife, Lillian, recall the influence they had on 60 years of Hollywood's biggest hits.",Documentaries
+s2635,Movie,Harriet the Spy: Blog Wars,Ron Oliver,"Jennifer Stone, Kristin Booth, Wesley Morgan, Doug Murray, Shauna MacDonald, Jason Blicker, Jayne Eastwood, Melinda Shankar, Alexander Conti, Vanessa Morgan",United States,"April 15, 2018",2010,87,Intrepid writer Harriet Welsch is determined to become the class blogger despite stiff competition from her snooty archrival.,Children
+s2637,Movie,Harry and Snowman,Ron Davis,Harry DeLeyer,United States,"January 15, 2017",2015,83,"With only a strong will and a cheap horse, a former agent of the Dutch underground in World War II sets out to become a champion show jumper.",Documentaries
+s2638,Movie,Harry Benson: Shoot First,"Justin Bare, Matthew Miele",Harry Benson,United States,"May 1, 2017",2016,90,"This film chronicles the career of photographer Harry Benson, who earned global renown with his candid shots of the Beatles and other celebrities.",Documentaries
+s2640,Movie,Harud,Aamir Bashir,"Mohammad Amir Naji, Shahnawaz Bhat, Shamim Basharat, Salma Ashai, Mudessir Ahmed Khan, Rayes Mohiuddin",India,"October 1, 2016",2010,100,"A young Kashmiri man sets out to escape to Pakistan and make sense of his brother's death, but he drifts aimlessly until finding his brother's camera.",Dramas
+s2643,Movie,Hasee Toh Phasee,Vinil Mathew,"Sidharth Malhotra, Parineeti Chopra, Adah Sharma, Manoj Joshi, Madhuri Sanjeev, Sharat Saxena, Nina Kulkarni, Anil Mange",India,"April 1, 2020",2014,135,"Nikhil is tasked with keeping his fiancée's troublemaking sister, Meeta, from ruining his wedding. But in the process, the two become inseparable.",Comedies
+s2644,Movie,Haseena Maan Jaayegi,David Dhawan,"Sanjay Dutt, Govinda, Karisma Kapoor, Pooja Batra, Kader Khan, Paresh Rawal, Satish Kaushik, Aruna Irani, Anupam Kher, Ashish Vidyarthi, Aashif Sheikh, Asrani, Razak Khan, Shakti Kapoor, Bindu, Mahavir Shah, Mohan Joshi, Anil Dhawan",India,"March 1, 2018",1999,151,"A millionaire opens the door to comic complications when he punishes his spoiled sons for trying to make money through shady, get-rich-quick schemes.",Action
+s2651,Movie,Hattrick,Milan Luthria,"Nana Patekar, Paresh Rawal, Kunal Kapoor, Rimi Sen, Danny Denzongpa, Prateeksha Lonkar, Gautam Bhimani, Harsha Bhogle",India,"November 1, 2018",2007,109,Stories of personal victories coincide with Team India's battle for the Cricket World Cup in this engaging ensemble drama.,Comedies
+s2655,Movie,Haunting on Fraternity Row,Brant Sersen,"Jacob Artist, Jayson Blair, Shanley Caswell, Claudia Lee, Ashton Moio, Cameron Moulene, Molly Tarlov, Chester Rushing",United States,"March 1, 2019",2018,99,"When a fraternity's last big luau serves up horrible deaths to its partygoers, the brothers learn firsthand about their house’s frightening history.",Horror Movies
+s2656,Movie,Have a Good Trip: Adventures in Psychedelics,Donick Cary,"Nick Offerman, Adam Scott",United States,"May 11, 2020",2020,86,"Explore hallucinogenic highs and lows as celebrities share funny, mind-blowing tales via animations, reenactments and more in this documentary.",Documentaries
+s2658,Movie,Have You Seen the Listers?,Eddie Martin,Anthony Lister,Australia,"February 1, 2019",2017,86,This documentary paints a candid picture of Australian street artist Anthony Lister as he navigates his burgeoning career and personal hardships.,Documentaries
+s2660,Movie,Havenhurst,Andrew C. Erin,"Julie Benz, Belle Shouse, Josh Stamberg, Danielle Harris, Douglas Tait, Matt Lasky, Dendrie Taylor, Toby Huss, Jennifer Blanc, Fionnula Flanagan",United States,"June 10, 2017",2016,85,"An alcoholic with a tragic past rents an apartment in a building for those in recovery, but soon learns the truth about residents who get ""evicted.""",Horror Movies
+s2661,Movie,Hawaizaada,Vibhu Virender Puri,"Ayushmann Khurrana, Mithun Chakraborty, Pallavi Sharda, Naman Jain, Jameel Khan",India,"November 19, 2020",2015,129,"In 1895 Mumbai, spirited Indian lad Shiv Talpade defies British rule and sparse funding – and physics – to build the world's first airplane.",Dramas
+s2662,Movie,Hayat Öpücügü,Şenol Sönmez,"Ali Sunal, Hatice Şendil, Ayda Aksel, Ahmet Saraçoğlu, Janset, Zerrin Sümer, Somer Karvan, Ali Çelik",Turkey,"March 10, 2017",2015,98,"High-strung Metin finally stops seeing doom and gloom around every corner when he meets vivacious Hayat, but she has her own soul-searching to do.",Comedies
+s2663,Movie,Haywire,Steven Soderbergh,"Gina Carano, Michael Fassbender, Ewan McGregor, Bill Paxton, Channing Tatum, Antonio Banderas, Mathieu Kassovitz, Michael Angarano, Michael Douglas, Anthony Brandon Wong",Ireland,"March 1, 2020",2011,93,A last-minute mission in Dublin turns deadly for stunning secret operative Mallory Kane when she realizes she's been betrayed.,Action
+s2664,Movie,Hazaaron Khwaishein Aisi,Sudhir Mishra,"Kay Kay Menon, Shiney Ahuja, Chitrangada Singh, Ram Kapoor, Saurabh Shukla, Yashpal Sharma, Jasbir Malik, Sohrab Ardeshir, Aditya Bhattacharya, Arif Zakaria",India,"April 15, 2019",2003,111,"In a politically charged India of the 1970s, three friends are transformed by personal ideologies, dangerous ambitions and matters of the heart.",Dramas
+s2666,Movie,He Even Has Your Eyes,Lucien Jean-Baptiste,"Lucien Jean-Baptiste, Aissa Maiga, Zabou Breitman, Vincent Elbaz, Michel Jonasz, Naidra Ayadi, Marie-Philomène Nga, Bass Dhem, Delphine Théodore",France,"May 1, 2017",2016,95,"When French-African couple Paul and Sali discover the longed-for baby they are about to adopt is white, family chaos and confrontation ensue.",Comedies
+s2667,Movie,He Named Me Malala,Davis Guggenheim,Malala Yousafzai,United States,"June 1, 2018",2015,89,"This documentary tells the story of a teenage Pakistani girl shot for her advocacy of women's education, her survival, and her continued efforts.",Documentaries
+s2668,Movie,He Never Died,Jason Krawczyk,"Henry Rollins, Booboo Stewart, Kate Greenhouse, Jordan Todosey, David Richmond-Peck, James Cade, Don Francks, Steven Ogg",Canada,"March 18, 2016",2015,97,A reclusive immortal who needs human flesh but tries to stay clean finds himself cast back into society by a gang of thugs and his estranged daughter.,Comedies
+s2669,Movie,He's Out There,Quinn Lasher,"Yvonne Strahovski, Anna Pniowsky, Abigail Pniowsky, Ryan McDonald, Justin Bruening, Julian Bailey",United States,"January 12, 2019",2018,89,"While vacationing at a remote lake house, a mother and her daughters become pawns in the twisted game of an ax-wielding psychopath.",Horror Movies
+s2670,Movie,Head Count,Elle Callahan,"Isaac Jay, Ashleigh Morghan, Bevin Bru, Billy Meade, Hunter Peterson, Chelcie May, Tory Freeth, Michael Herman, Amaka Obiechie, Sam Marra, Cooper Rowe",United States,"September 13, 2019",2018,90,A group of college students on a weekend getaway accidentally summon a supernatural entity intent on using them for its deadly ritual.,Horror Movies
+s2671,Movie,Head On,Ana Kokkinos,"Alex Dimitriades, Paul Capsis, Julian Garner, Tony Nikolakopoulos, Elena Mandalis, Eugenia Fragos, Damien Fotiou, Andrea Mandalis, Maria Mercedes, Dora Kaskanis, Alex Papps, Vassili Zappa",Australia,"August 25, 2018",1998,104,"This edgy drama follows 19-year-old Ari, a gay Greek-Australian whose roiling ethnic- and sexual-identity struggles lead to a wild, 24-hour odyssey.",Dramas
+s2672,Movie,Headshot,"Timo Tjahjanto, Kimo Stamboel","Iko Uwais, Chelsea Islan, Julie Estelle, Sunny Pang, Very Tri Yulisman, David Hendrawan, Zack Lee, Yayu Unru, Ganindra Bimo",Indonesia,"June 3, 2017",2016,119,"When a young man wakes from a coma, memories of brutal violence begin to surface, putting his life – and that of his doctor – in jeopardy.",Action
+s2674,Movie,Headwinds,Jalil Lespert,"Benoît Magimel, Isabelle Carré, Antoine Duléry, Ramzy Bédia, Bouli Lanners, Marie-Ange Casta, Daniel Duval, Lubna Azabal, Aurore Clément, Audrey Tautou",France,"January 1, 2017",2011,92,"After his wife inexplicably disappears, a man takes their two children and relocates to his hometown in an attempt to end their grief and move on.",Dramas
+s2675,Movie,Heal,Kelly Noonan,"Kelly Noonan, Deepak Chopra, Michael Beckwith, Joe Dispenza, Dr. Jeffrey Thompson, Gregg Braden, Joan Borysenko, Marianne Williamson",United States,"February 1, 2019",2017,107,"Stories from spiritual leaders, physicians and those with chronic illnesses reveal the powerful connection between the human psyche and physical health.",Documentaries
+s2678,Movie,Heartbreakers,David Mirkin,"Sigourney Weaver, Jennifer Love Hewitt, Ray Liotta, Jason Lee, Gene Hackman, Anne Bancroft, Jeffrey Jones, Nora Dunn, Ricky Jay, Zach Galifianakis",United States,"December 31, 2019",2001,124,"In this stylish comedy, a mother-daughter con team makes money the old-fashioned way: They use their feminine wiles to swindle it.",Comedies
+s2680,Movie,Heartthrob,Chris Sivertson,"Aubrey Peeples, Keir Gilchrist, Peter Facinelli, Felicity Price, Ione Skye, Jimmy Bennett, Taylor Dearden",United States,"January 1, 2018",2017,87,"A shy, brilliant boy and a popular girl fall into an unexpected romance. But as their bond deepens, his attraction begins taking on dark overtones.",Thrillers
+s2681,Movie,Heaven Without People,Lucien Bourjeily,"Farah Shaer, Jean Paul Hage, Samira Sarkis, Jenny Gebara, Laeticia Semaan, Nadim Abou Samra, Hussein Hijazi, Ghassan Chemali",Lebanon,"May 15, 2020",2017,91,"From long resentments to deep secrets, an overdue family reunion erupts with drama when the matriarch makes a disturbing discovery.",Dramas
+s2684,Movie,Hedgehogs,Huang Jianming,"Anthony Padilla, Ian Hecox, Jenn McAllister, Jon Heder, Chevy Chase",United States,"April 1, 2019",2016,94,"When a hedgehog suffering from memory loss forgets his identity, he ends up on a big city journey with a pigeon to save his habitat from a human threat.",Children
+s2687,Movie,Helios,"Leung Lok Man, Luk Kim-ching","Jacky Cheung, Nick Cheung, Chang Chen, Shawn Yue, Wang Xueqi, Janice Man, Ji Jin-hee, Choi Si-won",Hong Kong,"December 1, 2018",2015,118,"When master criminal Helios steals a mobile WMD, rival agents from Hong Kong, South Korea and China must join forces to recover the device.",Action
+s2689,Movie,Hell and Back,"Tom Gianas, Ross R. Shuman","Nick Swardson, Mila Kunis, Bob Odenkirk, T.J. Miller, Rob Riggle, Susan Sarandon, Danny McBride, Jennifer Coolidge, John Farley, Maria Bamford",United States,"September 6, 2018",2015,86,"When best friends break a blood oath, one of them is cast away to hell, and the other two must save him from the misfits of the underworld.",Action
+s2691,Movie,Hell or High Water,David Mackenzie,"Jeff Bridges, Chris Pine, Ben Foster, Gil Birmingham, Marin Ireland, Katy Mixon, Dale Dickey, Kevin Rankin, William Sterchi",United States,"January 1, 2019",2016,102,"In a desperate bid to save their family ranch, two brothers stage a series of clever bank robberies with a pair of Texas Rangers in hot pursuit.",Dramas
+s2692,Movie,Hellboy,Guillermo del Toro,"Ron Perlman, John Hurt, Selma Blair, Rupert Evans, Karel Roden, Jeffrey Tambor, Doug Jones, Brian Steele, Ladislav Beran, Biddy Hodson, Corey Johnson, Kevin Trainor",United States,"December 1, 2018",2004,122,"This fast-paced action flick tells the dark story of Hellboy, a charismatic demon who's put on Earth by the Nazis to terrorize the rest of the world.",Action
+s2693,Movie,Hello Brother,Sohail Khan,"Salman Khan, Arbaaz Khan, Rani Mukerji, Johny Lever, Neeraj Vora, Shakti Kapoor, Razak Khan, Sulabha Arya",India,"January 4, 2021",1999,126,"After receiving a heart transplant from a murdered man, a cop is followed around by the victim’s ghost, who won’t rest until his death has been avenged.",Action
+s2695,Movie,"Hello, Love, Goodbye",Cathy Garcia-Molina,"Kathryn Bernardo, Alden Richards, Maymay Entrata, Maricel Laxa, Joross Gamboa, Jameson Blake, Kaka Bautista, Lito Pimentel, Jeffrey Tam, Lovely Abella",Philippines,"December 24, 2020",2019,117,"In Hong Kong, the lives of two overseas Filipino workers intertwine as they navigate daily duties, career aspirations and romantic possibilities.",Dramas
+s2697,Movie,"Hello, Privilege. It's Me, Chelsea",Alex Stapleton,Chelsea Handler,United States,"September 13, 2019",2019,65,"In this documentary, Chelsea Handler explores how white privilege impacts American culture – and the ways it’s benefited her own life and career.",Documentaries
+s2698,TV Show,Hemlock Grove,Eli Roth,"Famke Janssen, Landon Liboiron, Dougray Scott, Bill Skarsgård, Joel de la Fuente, Kaniehtiio Horn, Madeleine Martin, Michael Andreae, Penelope Mitchell, Freya Tingley, Laurie Fortier, Nicole Boivin, Ted Dykstra, Lili Taylor, Aaron Douglas, Kandyse McClure, Marty Adams, Demore Barnes, Madeline Brewer",United States,"October 23, 2015",2015,3,"Secrets are just a part of daily life in the small Pennsylvania town of Hemlock Grove, where the darkest evils hide in plain sight.",TV Horror
+s2699,Movie,Heneral Luna,Jerrold Tarog,"John Arcilla, Mon Confiado, Arron Villaflor, Joem Bascon, Archie Alemania, Art Acuña, Alex Medina, Nonie Buencamino, Lorenz Martinez, Jeffrey Quizon, Alvin Anson, Mylene Dizon, Bing Pimentel, Leo Martinez, Ketchup Eusebio, Ronnie Lazaro, Paulo Avelino",Philippines,"October 31, 2018",2015,118,Flashbacks reveal Gen. Antonio Luna's tireless fight for Filipino independence from the U.S. and his leadership in the Philippine-American War in 1899.,Dramas
+s2701,Movie,Her,Spike Jonze,"Joaquin Phoenix, Scarlett Johansson, Amy Adams, Rooney Mara, Olivia Wilde, Chris Pratt, Matt Letscher, Portia Doubleday",United States,"July 29, 2018",2013,126,Love comes to a lonely writer in the sleekest of packages when he finds himself falling for the advanced operating system he bought to run his life.,Dramas
+s2703,Movie,Her Only Choice,Christel Gibson,"Denise Boutte, Timon Kyle Durrett, Leon, Tamara Tunie, Vanessa Bell Calloway, Tiffany Snow, Keith Arthur Bolden, Elise Neal, Jeryl Prescott",United States,"May 2, 2019",2018,87,A woman must decide if she’s willing to end her pregnancy to save her own life after being diagnosed with breast cancer.,Dramas
+s2704,Movie,Hera Pheri,Prakash Mehra,"Amitabh Bachchan, Vinod Khanna, Saira Banu, Sulakshana Pandit, Shreeram Lagoo, Pinchoo Kapoor, P. Jairaj, Yunus Parvez",India,"December 31, 2019",1976,156,The bond between two crooks and best friends is threatened when one learns that the other's father had a hand in his own tragic past.,Action
+s2705,Movie,Here Alone,Rod Blackhurst,"Lucy Walters, Gina Piersanti, Adam David Thompson, Shane West, Ryken A. Whitfield, Abel McSurely Bradshaw, Rebecca Spiro",United States,"July 1, 2017",2016,97,"When she finally encounters two other survivors, a woman alone in a world decimated by a zombie epidemic struggles to trust her new companions.",Horror Movies
+s2707,Movie,Heritages,Philippe Aractingi,"Philippe Aractingi, Diane Aractingi",Lebanon,"October 19, 2020",2014,96,"After being forced to leave his country three times, a Lebanese film director traces his roots and analyzes key moments of the nation's history.",Documentaries
+s2708,Movie,Hero,Corey Yuen,"Takeshi Kaneshiro, Yuen Biao, Valerie Chow, Jessica Hester Hsuan, Tak Yuen, Wah Yuen, Corey Yuen",Hong Kong,"August 1, 2018",1997,89,"A pugilist from Shantung struggles to rise to the top of the Shanghai triad ladder, where his stellar martial arts talents can shine.",Action
+s2710,Movie,Heroes Wanted,Joaquín Mazón,"María León, Miki Esparbé, Jordi Sánchez, Andoni Agirregomezkorta, Juan Carlos Aduviri, Sílvia Abril, Carlos Areces, Joaquín Reyes",Spain,"February 1, 2017",2016,97,"When its special ops agency is wiped out, Spain hastily assembles a new team to defuse a terrorist plot. But who are these scrappy would-be heroes?",Action
+s2712,Movie,Heroine,Madhur Bhandarkar,"Kareena Kapoor, Arjun Rampal, Randeep Hooda, Divya Dutta, Govind Namdeo, Sanjay Suri, Mugdha Godse, Shahana Goswami, Ranvir Shorey, Lillete Dubey",India,"November 1, 2018",2012,143,One woman experiences the dramatic highs and lows of fame in this voyeuristic glimpse past the glitz and glamour of a Bollywood superstar's life.,Dramas
+s2714,Movie,Hey Arnold! The Jungle Movie,"Raymie Muzquiz, Stu Livingston","Mason Vale Cotton, Benjamin Flores Jr., Francesca Smith, Alfred Molina, Dan Castellaneta, Tress MacNeille, Craig Bartlett, Carlos Alazraqui",United States,"November 2, 2019",2017,81,"When Arnold and his crew win a trip to San Lorenzo, their adventure in the wild forces them to take the same risky path as Arnold's missing parents.",Children
+s2718,Movie,Hickok,Timothy Woodward Jr.,"Luke Hemsworth, Trace Adkins, Kris Kristofferson, Bruce Dern, Cameron Richardson, Kaiwi Lyman, Hunter Fischer, Robert Catrini, Britain Simons",United States,"July 24, 2020",2017,88,"While serving as the marshal of rowdy Abilene, Kansas, ""Wild Bill"" Hickok uses guns and gall to tidy up the lawless frontier town.",Action
+s2719,Movie,Hidden in Plain Sight,Stacia Crawford,"Victoria Barabas, Gino Anthony Pesi, Jake Allyn, Deborah Van Valkenburgh, Jessica Meraz, Jack Fisher, Eve Sigall, Jerod Meagher",United States,"October 30, 2020",2019,87,A woman stages her own suicide but still lives in fear of her abusive ex-boyfriend tracking her down and stealing the son he never knew he had.,Dramas
+s2722,Movie,Hide & Seek,Shawn Arranha,"Purab Kohli, Arjan Bajwa, Mrinalini Sharma, Sameer Kochhar, Ayaz Khan, Amruta Patki, Pavail Gulati, Prashant, Amol Mhatre",India,"March 1, 2018",2010,96,"Years after an accident at a wild Christmas party traumatized them all, six former friends find themselves trapped in a shopping mall and forced by a killer disguised as Santa Claus to play a lethal game of hide-and-seek.",Horror Movies
+s2723,Movie,Hide and Seek,Liu Jie,"Wallace Huo, Qin Hailu, Regina Wan, Jessie Li, Dong Zijian, Li Yiqing, Fan Qianhui",China,"August 19, 2017",2016,104,"While living a comfortable life with his wife and child, a germophobic man realizes his estranged brother may have committed a terrible crime.",International Movies
+s2724,Movie,High & Low The Movie,Shigeaki Kubo,"Takanori Iwata, Akira, Sho Aoyagi, Hiroomi Tosaka, Takahiro, Yuki Yamada, Masataka Kubota, Kento Hayashi, Keiji Kuroki, Goki Maeda, Elly, Kenchi Tachibana, Tatsuya Nakamura, Kosuke Toyohara, Arata Iura, Kyoko Koizumi",Japan,"September 20, 2020",2016,129,The five rival gangs ruling the SWORD district unite to face off against a 500-member strong attack led by a legendary gang leader.,Action
+s2725,Movie,High & Low The Movie 2 / End of Sky,"Shigeaki Kubo, Tsuyoshi Nakakuki","Takanori Iwata, Keiji Kuroki, Aoi Nakamura, Yuki Yamada, Masataka Kubota, Kento Hayashi, Naoto, Akira, Sho Aoyagi, Takahiro, Hiroomi Tosaka, Nobuyuki Suzuki, Keita Machida, Elly, Mandy Sekiguchi, Reo Sano, Masahiko Tsugawa",Japan,"September 20, 2020",2017,124,"The peaceful truce in the SWORD district is violently disrupted by the intrusion of two brutal gangs, causing loyalties and rivalries to erupt.",Action
+s2726,Movie,High & Low The Movie 3 / Final Mission,"Shigeaki Kubo, Tsuyoshi Nakakuki","Takanori Iwata, Akira, Masataka Kubota, Takahiro, Hiroomi Tosaka, Sho Aoyagi, Reo Sano, Koichi Iwaki, Goro Kishitani, Masahiko Tsugawa, Keiji Kuroki, Yuki Yamada, Kento Hayashi, Naoto, Elly, Mandy Sekiguchi",Japan,"September 20, 2020",2017,118,"The Kuryu Group makes it their mission to takeover the SWORD district once and for all, but the street gang alliance has a plan of their own.",Action
+s2727,Movie,High & Low The Red Rain,Yudai Yamaguchi,"Takahiro, Hiroomi Tosaka, Takumi Saitoh, Miyu Yoshimoto, Ken Ishiguro, Takanori Iwata, Naoko Iijima, Koichi Iwaki, Nobuyuki Suzuki, Keita Machida, Kenjiro Yamashita, Kanta Sato, Taiki Sato, Noemi Nakai, Tatsuya Nakamura, Taichi Saotome",Japan,"September 20, 2020",2016,111,"As the two younger Amamiya boys search for their missing big brother, they uncover the truth about the tragedy that befell their family years ago.",Action
+s2729,Movie,High End Yaariyan,Pankaj Batra,"Ninja, Ranjit Bawa, Jassi Gill, Musskan Sethi, Navneet Kaur Dhillon, Neet Mahal, Aarushi Sharma",India,"December 1, 2019",2019,120,"From romantic pursuits to their friendship, a trio of young men navigate the complexities of relationships while sharing a London apartment.",Comedies
+s2730,Movie,High Flying Bird,Steven Soderbergh,"André Holland, Zazie Beetz, Bill Duke, Kyle MacLachlan, Melvin Gregg, Sonja Sohn, Zachary Quinto",United States,"February 8, 2019",2019,91,"When an NBA lockout sidelines his big rookie client, an agent hatches a bold plan to save their careers – and disrupt the league's power structure.",Dramas
+s2734,Movie,High Society,Byun Hyuk,"Park Hae-il, Su Ae, Yoon Je-moon, Ra Mi-ran, Lee Jin-wook, Kim Gyu-sun, Han Ju-yeong, Kim Hae-gon, Nam Moon-cheol, Jang So-yeon",South Korea,"January 29, 2019",2018,137,"A deputy curator of a chaebol-funded art gallery and her husband, a politically ambitious economics professor, will do anything to join the über-elite.",Dramas
+s2735,Movie,High Strung Free Dance,Michael Damian,"Juliet Doherty, Thomas Doherty, Jane Seymour, Harry Jarvis, Joshua Sinclair-Evans, Ace Bhatti, Desmond Richardson, Kika Markham",Romania,"May 31, 2020",2019,104,A choreographer casts a contemporary dancer and a gifted pianist for a highly anticipated Broadway show as internal drama tries to steal the spotlight.,Dramas
+s2738,Movie,Highway,Imtiaz Ali,"Randeep Hooda, Alia Bhatt, Durgesh Kumar, Pradeep Nagar",India,"August 2, 2018",2014,127,"City girl Veera is kidnapped on the eve of her wedding, but as her captors take her through the countryside, Veera finds herself feeling emancipated.",Action
+s2743,Movie,Hillbilly Elegy,Ron Howard,"Amy Adams, Glenn Close, Gabriel Basso, Haley Bennett, Freida Pinto, Bo Hopkins, Owen Asztalos",United States,"November 24, 2020",2020,117,"An urgent phone call pulls a Yale Law student back to his Ohio hometown, where he reflects on three generations of family history and his own future.",Dramas
+s2744,Movie,Himmatwala,Sajid Khan,"Ajay Devgn, Tamannaah Bhatia, Paresh Rawal, Zarina Wahab, Mahesh Manjrekar",India,"November 1, 2018",2013,140,A young man returns to his native village on a mission of vengeance after his father commits suicide in the wake of false accusations.,Action
+s2747,Movie,Hiroshima: The Real History,Lucy van Beek,John Sessions,United Kingdom,"March 31, 2017",2015,95,This detailed examination of the 1945 Hiroshima bombing includes the prelude to and aftermath of history's controversial first use of atomic weapons.,Documentaries
+s2748,Movie,His House,Remi Weekes,"Ṣọpẹ́ Dìrísù, Wunmi Mosaku, Matt Smith, Malaika Wakoli-Abigaba",United Kingdom,"October 30, 2020",2020,93,"As a young couple from war-torn South Sudan seeks asylum and a fresh start in England, they’re tormented by a sinister force living in their new home.",Horror Movies
+s2749,Movie,Hisss,Jennifer Lynch,"Mallika Sherawat, Irrfan Khan, Jeff Doucette, Divya Dutta, Raman Trikha, Mahmoud Babai, Raj Bhansali, Sunny Charles, Tony Ciccone, Parvez Khan",India,"December 1, 2017",2010,97,"In a plot to bait the snake-goddess Nagin for her immortality-granting essence, George States journeys to India and abducts her reptilian lover.",Horror Movies
+s2753,Movie,History of Joy,Vishnu Govindhan,"Vishnu Vinay, Vinay Forrt, Saikumar, Joju George, Nobi, Sreekumar, Nandu, Sunil Sukhada",India,"August 1, 2018",2017,118,The life of a high-flying law student takes a drastic turn when a bout of misfortune changes his status in society for good.,Dramas
+s2756,Movie,Hit & Run,"David Palmer, Dax Shepard","Kristen Bell, Dax Shepard, Kristin Chenoweth, Tom Arnold, Bradley Cooper, Jess Rowland, Ryan Hansen, Beau Bridges, Michael Rosenbaum, David Koechner, Joy Bryant",United States,"November 8, 2019",2012,100,"Determined to get his fiancée to L.A. to take advantage of an amazing opportunity, Charlie breaks out of the witness protection program to drive her.",Action
+s2757,Movie,Hitch,Andy Tennant,"Will Smith, Eva Mendes, Kevin James, Amber Valletta, Julie Ann Emery, Adam Arkin, Robinne Lee, Nathan Lee Graham, Michael Rapaport, Jeffrey Donovan",United States,"January 1, 2020",2005,118,"Smooth and sexy Hitch helps clients make a great first impression on a date, but he's thrown when a lovely reporter starts nosing around his business.",Comedies
+s2762,TV Show,Hjørdis,Lars Kaalund,"Lise Baastrup, Martin Brygmann, Ellen Hillingsø, Nicky Andersen, Nicoline Sharma Rubow, Jasmin Bart-Williams, William Rützou, Marius Due, Robert Hansen",Denmark,"February 15, 2019",2015,1,"This miniseries spinoff of ""Rita"" follows teacher Hjørdis as she plans a school play on bullying featuring a cast of socially awkward students.",International TV
+s2763,Movie,Ho Mann Jahaan,Asim Raza,"Adeel Hussain, Mahira Khan, Sheheryar Munawar, Sonya Jehan, Bushra Ansari, Nimra Bucha, Arshad Mahmud, Jamal Shah",Pakistan,"July 1, 2017",2015,170,"Three friends in modern-day Karachi navigate their post-college lives, while struggling to balance their passion for music with familial obligations.",Dramas
+s2765,TV Show,Hoff the Record,Gordon Anderson,"David Hasselhoff, Asim Chaudhry, Fergus Craig, Mark Quartley, Ella Smith, Brett Goldstein",United Kingdom,"March 31, 2017",2016,2,"TV star David Hasselhoff hopes to reboot his career in the U.K., but both his comeback plans and his personal life keep going off the rails.",British TV
+s2767,Movie,Hokkabaz,"Ali Taner Baltacı, Cem Yılmaz","Cem Yılmaz, Mazhar Alanson, Özlem Tekin, Tuna Orhan, Tuncer Salman, Kemal İnci, Gürgen Öz, Caner Alkaya, Ayçe Abana, Bahtiyar Engin",Turkey,"March 10, 2017",2006,118,"Trying to resurrect his career, not-so-talented magician Iskender goes on tour, but things get iffy when one of his illusions works a little too well.",Comedies
+s2768,Movie,Hold the Dark,Jeremy Saulnier,"Jeffrey Wright, Alexander Skarsgård, James Badge Dale, Riley Keough, Julian Black Antelope, Tantoo Cardinal, Macon Blair, Jonathan Whitesell, Peter McRobbie",United States,"September 28, 2018",2018,126,"In the grim Alaskan winter, a naturalist hunts for wolves blamed for killing a local boy, but he soon finds himself swept into a chilling mystery.",Action
+s2769,Movie,Holding the Man,Neil Armfield,"Ryan Corr, Craig Stott, Kerry Fox, Camilla Ah Kin, Sarah Snook, Guy Pearce, Anthony LaPaglia, Geoffrey Rush",Australia,"August 1, 2016",2015,128,"In 1970s Australia, two teen boys fall in love with each other and defeat obstacles to their 15-year relationship, until a new crisis comes their way.",Dramas
+s2770,Movie,Hole in the Wall,"André Odendaal, Johan Vorster","André Odendaal, Nicholas Campbell, Tinarie van Wyk Loots, Bheki Mkwane, Susan Coetzer, Botho Molohloane, Anna Davel, Nomboniso Paile, Dania Gelderblom, Hamish Kyd",South Africa,"July 11, 2020",2016,104,"Diagnosed with colon cancer, a free-spirited man embarks on an illuminating road trip with his son through South Africa.",Dramas
+s2771,Movie,Holidate,John Whitesell,"Emma Roberts, Luke Bracey, Kristin Chenoweth, Frances Fisher, Jessica Capshaw, Andrew Bachelor, Cynthy Wu, Alex Moffat, Manish Dayal",United States,"October 28, 2020",2020,105,"Fed up with being single on holidays, two strangers agree to be each other's platonic plus-ones all year long, only to catch real feelings along the way.",Comedies
+s2773,Movie,Holiday in the Wild,Ernie Barbarash,"Rob Lowe, Kristin Davis, Fezile Mpela, John Owen Lowe, Colin Moss",United States,"November 1, 2019",2019,86,"When her husband abruptly ends their marriage, empty nester Kate embarks on a solo second honeymoon in Africa, finding purpose – and potential romance.",Children
+s2774,Movie,Holiday Rush,Leslie Small,"Romany Malco, Sonequa Martin-Green, Darlene Love, Deon Cole, La La Anthony, Deysha Nelson, Amarr M. Wooten, Selena-Marie Alphonse, Andrea-Marie Alphonse",United States,"November 28, 2019",2019,94,A widowed radio DJ and his four spoiled kids need to tighten their belts and pull together when their life of luxury turns lean just before Christmas.,Children
+s2776,Movie,Holidays,"Anthony Scott Burns, Nicholas McCarthy, Adam Egypt Mortimer, Gary Shore, Kevin Smith, Sarah Adina Smith, Scott Stewart, Kevin Kolsch, Dennis Widmyer","Madeleine Coghlan, Savannah Kennick, Ruth Bradley, Ava Acres, Sophie Traub, Jocelin Donahue, Harley Morenstein, Harley Quinn Smith, Ashley Greene, Olivia Roush, Seth Green, Clare Grant, Lorenza Izzo, Andrew Bowen",United States,"July 15, 2016",2016,106,"Eight gleefully grim short tales set on Halloween, Mother's Day, St. Patrick's Day and other holidays comprise this chilling horror anthology.",Comedies
+s2777,Movie,Holly Star,Michael A. Nickles,"Katlyn Carlson, Brian Muller, Teya Patt, Pamela Chabora",United States,"November 1, 2019",2018,92,"Home for the holidays, a broke puppeteer knows there’s treasure buried somewhere under her town. To find it, all she has to do is die – almost.",Children
+s2779,Movie,Holy Camp!,"Javier Ambrossi, Javier Calvo","Macarena García, Anna Castillo, Belén Cuesta, Gracia Olayo, Richard Collins-Moore, Llum Barrera, Secun de la Rosa, María Isabel Díaz, Víctor Elías, Henry Méndez, Esti Quesada",Spain,"January 29, 2018",2017,108,"In this musical comedy, two rebellious teen girls who love electronic music have a life-changing brush with the divine at a camp run by nuns.",Comedies
+s2781,Movie,Holy Goalie,Curro Velázquez,"Karra Elejalde, Alain Hernández, Juan Manuel Montilla, Joel Bosqued, Macarena García, Tito Valverde, Paco Rueda, Guillermo Furiase, Txema Blasco, Paco Sagarzazu",Spain,"April 27, 2018",2017,95,A young priest coaches a team of uncoordinated monks in order to win a soccer tournament and save their monastery from being turned into a hotel.,Comedies
+s2783,Movie,Holy Man 2,Note Chern-Yim,"Apisit Opasaimlikit, Suthep Po-ngam, Phichet Iamchaonaa, Note Chern-Yim",Thailand,"July 30, 2018",2008,92,"Former rap musician Joey Boy is now a monk who takes Father Teng's place at his rural temple, where a crisis develops involving a nearby stone quarry.",Comedies
+s2784,Movie,Holy Man 3,Note Chern-Yim,"Krissada Sukosol, Natee Aekwijit, Yoakyake Chernyim, Der Doksadao, Note Chern-Yim, Kohtee Aramboy, Chaleumpol Tikumpornteerawong",Thailand,"July 30, 2018",2010,102,"Two new monks, one of them a former rock music star seeking inner peace, join a temple plagued by thieves who are stealing its valuable holy relics.",Comedies
+s2785,Movie,Hombanna,Rakshith Thirthahalli,"Subbu Talabi, Dhanu Gowda, H.G. Dattatreya, Suchendra Prasad, Ambujakshi, Neenasam Ashwath",India,"May 1, 2018",2017,126,"In the forests of Karnataka, a farmer and his community face eviction from the land when they get caught in the currents of socio-political change.",Dramas
+s2788,Movie,Home Is Where the Killer Is,Kaila York,"Stacy Haiduk, Kelly Kruger, Christopher Sean, Anne Leighton, Beth Littleford, John-Paul Lavoisier, Kristoff St. John, Pallavi Sastry",United States,"October 9, 2019",2019,87,"Recovering from cancer, a young woman thinks she’s found a friend when she rents a room from a caring ex-doctor. But empathy soon becomes obsession.",Dramas
+s2793,Movie,Hometown Holiday,Justin G. Dyck,"Sarah Troyer, Bradley Hamilton, Kevin McGarry, Samantha Gracie",Canada,"November 15, 2020",2018,84,"An ambitious entertainment lawyer tries to sign a singing sensation in his sister's small town, but a local soon captures his attention — and heart.",Romantic Movies
+s2794,Movie,Honey 2,Bille Woodruff,"Kat Graham, Mario Lopez, Audrina Patridge, Seychelle Gabriel, Randy Wayne, Brandon Molale, Melissa Molinaro, Jossara Jinaro, Lonette McKee, Laurieann Gibson, Christopher Shazar",United States,"October 1, 2019",2011,111,"Determined to prove herself as a street dancer, Maria heads from juvie to a Bronx rec center where she's introduced to her dance idol, Honey Daniels.",Dramas
+s2795,Movie,Honey: Rise Up and Dance,Bille Woodruff,"Teyana Taylor, Sierra Aylina McClain, Bryshere Gray",United States,"April 3, 2018",2018,100,"Despite discouragement from her loved ones, a talented street dancer tries out for an exclusive dance crew in a bid to win a college scholarship.",Dramas
+s2796,Movie,Honeymoon Travels Pvt. Ltd.,Reema Kagti,"Shabana Azmi, Boman Irani, Abhay Deol, Minissha Lamba, Kay Kay Menon, Raima Sen, Sandhya Mridul, Vikram Chatwal, Ameesha Patel, Karan Khanna, Diya Mirza, Ranvir Shorey",India,"December 15, 2019",2007,119,This offbeat comedy-drama follows six quirky newlywed couples as they set off on a bus from Mumbai to Goa on their honeymoons.,Comedies
+s2797,Movie,Honeytrap,Rebecca Johnson,"Jessica Sula, Lucien Laviscount, Ntonga Mwanza, Naomi Ryan, Danielle Vitalis, Lauren Johns, Tosin Cole, Savannah Gordon-Liburd, Modupe Adeyeye",United Kingdom,"May 20, 2020",2014,94,"New to London, a naive and desperate teenager tries to fit in but instead becomes tragically implicated in a merciless world of gang violence.",Dramas
+s2799,Movie,Hoodwinked Too! Hood vs. Evil,Mike Disa,"Hayden Panettiere, Glenn Close, Patrick Warburton, Joan Cusack, David Ogden Stiers, Bill Hader, Amy Poehler, Andy Dick, Martin Short, Brad Garrett, Cheech Marin, Tommy Chong, Heidi Klum, Wayne Newton",United States,"November 3, 2018",2011,86,"Fresh off a top-secret training, feisty heroine Little Red teams up with intrepid reporter Wolf to investigate the disappearance of Hansel and Gretel.",Children
+s2800,Movie,Hook,Steven Spielberg,"Dustin Hoffman, Robin Williams, Julia Roberts, Bob Hoskins, Maggie Smith, Caroline Goodall, Charlie Korsmo, Amber Scott, Laurel Cronin, Phil Collins",United States,"January 15, 2021",1991,142,"Peter Pan, now grown up and a workaholic, must return to Neverland to save his kids from the clutches of vengeful pirate Captain Hook.",Children
+s2802,Movie,Hop,Tim Hill,"James Marsden, Russell Brand, Kaley Cuoco, Hank Azaria, Gary Cole, Elizabeth Perkins, Hugh Laurie, Tiffany Espensen, David Hasselhoff, Chelsea Handler",United States,"January 16, 2020",2011,95,A jobless slacker finds himself beyond busy after he runs over the Easter Bunny and has to take over the rabbit's duties so the holiday can continue.,Children
+s2803,Movie,Hope Aur Hum,Sudip Bandyopadhyay,"Naseeruddin Shah, Kabir Sajid, Sonali Kulkarni, Amir Bashir, Naveen Kasturia, Neha Chauhan, Virti Vaghani",India,"September 1, 2018",2018,95,"A multigenerational household navigates daily life, evolving relationships and clashes between old and new mindsets in this light family drama.",Children
+s2805,Movie,Hope Springs Eternal,Jack C. Newell,"Mia Rose Frampton, Beth Lacke, Stony Blyden, Juliette Angelo, Lauren Giraldo, Beau Brooks, Pej Vahdat",United States,"November 8, 2018",2018,79,"When a teen with terminal cancer miraculously finds herself in remission, she struggles to give up the attention her illness gave her at school.",Dramas
+s2806,Movie,Hope: One in a Billion,Brodje Wemboendja,Gift Ngoepe,United States,"December 15, 2019",2017,81,"The remarkable true story of Gift Ngoepe, the first African to play for Major League Baseball, is recounted in this inspiring documentary.",Documentaries
+s2808,Movie,Horns,Alexandre Aja,"Daniel Radcliffe, Juno Temple, Max Minghella, Joe Anderson, Kelli Garner, Heather Graham, David Morse, Kathleen Quinlan, James Remar",United States,"August 1, 2019",2013,120,"Accused of murder, Ig Perish wakes up one day to find he's grown a set of horns – compelling people to confess their sins to him.",Dramas
+s2810,Movie,Horrid Henry's Gross Day Out,Gary Andrews,"Lizzie Waterworth-Santo, Emma Tate, Sue Elliot Nicholls, Tamsin Heatley, Wayne Forester, Aidan Cook, Philip Pope",United Kingdom,"September 17, 2020",2020,61,"Worlds collide when Henry makes plans to spend Saturday on the sofa watching a ""Gross Class Zero"" marathon — and his favorite characters come to life!",Children
+s2812,Movie,Horror Story,Ayush Raina,"Karan Kundra, Nishant Malkani, Hassan Zaidi, Ravish Desai, Radhika Menon, Aparna Bajpai, Nandini Vaid, Sheetal Singh, Bikramjeet Singh, Masood Akhtar",India,"April 12, 2019",2013,85,"On a dare, seven college friends spend a night at an abandoned hotel rumored to be haunted and find themselves trapped in a nightmare.",Horror Movies
+s2813,Movie,Horse Girl,Jeff Baena,"Alison Brie, Debby Ryan, Paul Reiser, John Reynolds, Molly Shannon, John Ortiz, Meredith Hagner, Jake Picking, David Paymer, Jay Duplass",United States,"February 7, 2020",2020,104,"A sweet misfit with a fondness for crafts, horses and supernatural crime shows finds her increasingly lucid dreams trickling into her waking life.",Dramas
+s2817,Movie,Hostiles,Scott Cooper,"Christian Bale, Rosamund Pike, Wes Studi, Jesse Plemons, Timothée Chalamet, Ben Foster, Adam Beach, Rory Cochrane, Peter Mullan, Scott Wilson, Paul Anderson, Jonathan Majors, John Benjamin Hickey, Q'orianka Kilcher, Ryan Bingham",United States,"August 15, 2018",2017,134,"After a long career battling the Cheyenne, a U.S. Army captain is ordered to safely escort the tribe's most influential chief to his Montana homeland.",Dramas
+s2818,Movie,Hot Bot,Michael Polish,"Cynthia Kirchner, Doug Haley, Zack Pearlman, Larry Miller, Danny Masterson, Anthony Anderson, David Shackelford, Donald Faison, Angela Kinsey, Kirby Bliss Blanton, John Robinson",United States,"March 1, 2016",2016,93,"Two teenage geeks inadvertently find a lifelike, state-of-the-art sex robot, but must dodge the high-profile owner who lost her in order to keep her.",Comedies
+s2820,Movie,Hot Gimmick: Girl Meets Boy,Yuki Yamato,"Miona Hori, Hiroya Shimizu, Shotaro Mamiya, Mizuki Itagaki, Hiyori Sakurada, Kaisei Kamimura, Ai Yoshikawa, Ryohei Shima, Asuka Kurosawa, Kazuya Takahashi, Takashi Sorimachi, Riho Yoshioka",Japan,"December 28, 2019",2019,120,"A quiet teen's life is shaken up when she's forced to be her arrogant neighbor's slave. He loves her, but they both have a lot to learn about trust.",Dramas
+s2823,Movie,Hot Property,Max McGill,"MyAnna Buring, Tom Rhys Harries, Ella Smith, Sam Phillips, Kate Bracken",United Kingdom,"August 13, 2017",2016,82,"When a resourceful but flighty Londoner is threatened with eviction, she vows to do whatever it takes to defeat a greedy real estate agent.",Comedies
+s2824,Movie,Hot Rod,Akiva Schaffer,"Andy Samberg, Jorma Taccone, Bill Hader, Danny McBride, Isla Fisher, Sissy Spacek, Ian McShane, Will Arnett, Chris Parnell, Chester Tam",United States,"November 20, 2019",2007,88,Andy Samberg stars in this comedy as an accident-prone daredevil who's determined to jump 15 buses on his moped and impress his abusive stepfather.,Comedies
+s2825,Movie,Hot Sweet Sour,Andaç Haznedaroğlu,"Buğra Gülsoy, Özge Özpirinçci, Yusuf Akgün, Füsun Demirel, Gözde Türkpençe, Osman Alkaş, Rahmi Dilligil, Somer Karvan",Turkey,"June 4, 2020",2017,102,"In love since childhood, a couple separates to pursue different paths but makes a pact to marry each other in five years if they are still single.",Dramas
+s2827,Movie,Hotel for Dogs,Thor Freudenthal,"Emma Roberts, Jake T. Austin, Kyla Pratt, Lisa Kudrow, Kevin Dillon, Don Cheadle, Johnny Simmons, Troy Gentile, Eric Edelstein, Robinne Lee, Ajay Naidu",Germany,"September 2, 2020",2009,101,"Placed in a foster home that doesn't allow pets, 16-year-old Andi and her younger brother Bruce turn an abandoned hotel into a home for their dog.",Children
+s2828,Movie,Hotel Pacific,Janusz Majewski,"Marek Kondrat, Roman Wilhelmi, Roman Skamene, Čestmír Řanda, Michał Pawlicki, Martin Hron, Stanisława Celińska, Joanna Kasperska, Jaroslava Schallerová",Poland,"October 1, 2019",1975,96,A motivated teen strives to rise from dishwasher to waiter at a luxury hotel only to tread in the abusive tide of its workplace hierarchy.,Classic Movies
+s2830,Movie,Hotel Transylvania 3: Summer Vacation,Genndy Tartakovsky,"Adam Sandler, Selena Gomez, Kevin James, Kathryn Hahn, Andy Samberg, David Spade, Steve Buscemi, Fran Drescher, Molly Shannon, Mel Brooks, Keegan-Michael Key",United States,"January 24, 2019",2018,97,"It's love at first sight for Dracula when he meets Ericka, the charming but mysterious captain of the monster cruise that Mavis plans for the family.",Children
+s2831,Movie,House Arrest,"Shashanka Ghosh, Samit Basu","Ali Fazal, Shriya Pilgaonkar, Jim Sarbh, Barkha Singh, Badrul Islam, Sunil Kumar",India,"November 15, 2019",2019,105,A world-weary man’s self-imposed home confinement becomes a comedy of errors with the simultaneous arrivals of a peculiar package and a curious journalist.,Comedies
+s2832,Movie,House at the End of the Street,Mark Tonderai,"Gil Bellows, Max Thieriot, Jennifer Lawrence, Elisabeth Shue, Jordan Hayes, James Thomas, Eva Link, Nolan Gerard Funk, Allie MacDonald, Krista Bridges",United States,"May 8, 2020",2012,101,Moving to a new town proves even more stressful for a teenager when she learns that the house next door was the site of a double murder.,Horror Movies
+s2834,Movie,House of the Witch,Alex Merkin,"Emily Bader, Darren Mann, Michelle Randolph, Coy Stewart, Jesse Pepe, Arden Belle, Joel Nagle, Nolan Bateman",United States,"October 11, 2020",2017,86,A group of daring teens finds themselves in a fight for their lives inside a haunted house when a sinister spirit crashes their Halloween party.,Horror Movies
+s2835,Movie,House of Z,Sandy Chronopoulos,Zac Posen,United States,"January 6, 2018",2016,88,"Featuring archival footage and exclusive interviews, this documentary looks at the rise, fall and comeback of charismatic fashion designer Zac Posen.",Documentaries
+s2836,Movie,"Houston, We Have a Problem!",Ziga Virc,Slavoj Zizek,Slovenia,"July 20, 2017",2016,84,"Blending fact with myth, this conspiracy-minded docufiction argues that the U.S. purchased Yugoslavia's secret space program in the 1960s.",Comedies
+s2837,Movie,How High 2,Bruce Leddy,"Lil Yachty, D.C. Young Fly, Alyssa Goss, DeRay Davis, Mary Lynn Rajskub, Blac Youngsta, Lil Baby, NeNe Leakes, Mike Epps, Al Shearer",United States,"December 31, 2019",2019,89,"When a pair of friends uncover a weed Bible, their magical stash gets stolen, sending them on a pot-fueled quest through Atlanta to find it.",Comedies
+s2838,Movie,How It Ends,David M. Rosenthal,"Theo James, Forest Whitaker, Kat Graham, Nicole Ari Parker, Mark O'Brien, Grace Dove",United States,"July 13, 2018",2018,113,"When a mysterious disaster turns the country into a war zone, a young lawyer heads west with his future father-in-law to find his pregnant fiancée.",Action
+s2839,Movie,How the Beatles Changed the World,Tom O'Dell,"George Harrison, John Lennon, Ringo Starr, Paul McCartney, Brian Epstein",United States,"February 1, 2018",2017,110,Interviews and rare archival footage illuminate how the Beatles' influence over music and culture continues to be felt around the world.,Documentaries
+s2840,Movie,How the Grinch Stole Christmas,Ron Howard,"Jim Carrey, Taylor Momsen, Jeffrey Tambor, Christine Baranski, Bill Irwin, Molly Shannon, Clint Howard, Josh Ryan Evans, Mindy Sterling, Anthony Hopkins",United States,"June 1, 2017",2000,105,The Grinch decides to rob Whoville of Christmas – but a dash of kindness from little Cindy Lou Who and her family may be enough to melt his heart.,Children
+s2841,Movie,How to Be a Latin Lover,Ken Marino,"Eugenio Derbez, Salma Hayek, Rob Lowe, Raphael Alejandro, Kristen Bell, Raquel Welch, Linda Lavin, Renée Taylor, Rob Riggle, Rob Corddry, Rob Huebel, Michael Cera, Michaela Watkins",Mexico,"November 1, 2019",2017,116,"When an aging Lothario gets the boot from his sugar mama, he must pull out all the stops to find a new female sponsor.",Comedies
+s2842,Movie,How to Be a Player,Lionel C. Martin,"Bill Bellamy, Natalie Desselle, Lark Voorhies, Mari Morrow, Pierre Edwards, Jermaine 'Huggy' Hopkins, Anthony Johnson, Max Julien, Beverly Johnson, Gilbert Gottfried, Bernie Mac",United States,"November 1, 2019",1997,94,"Dray lives life one woman at a time and is the envy of all his friends, until his sister decides to show him the error of his philandering ways.",Comedies
+s2846,Movie,How to Get Over a Breakup,"Joanna Lombardi, Bruno Ascenzo","Gisela Ponce de León, Karina Jordán, Jely Reátegui, Andrés Salas, Christopher Von Uckermann, Carlos Carlín",Peru,"October 20, 2018",2018,104,"A heartbroken ad copywriter living in Lima, Peru, is inspired to write a blog about life as a single woman and is surprised by her website's success.",Comedies
+s2848,Movie,How to Make an American Quilt,Jocelyn Moorhouse,"Winona Ryder, Anne Bancroft, Ellen Burstyn, Kate Nelligan, Alfre Woodard, Kaelynn Craddick, Sara Craddick, Kate Capshaw, Dermot Mulroney, Adam Baldwin, Maya Angelou, Rip Torn, Joanna Going, Claire Danes, Jean Simmons, Denis Arndt, Johnathon Schaech, Samantha Mathis, Derrick O'Connor, Jared Leto",United States,"April 1, 2018",1995,116,"A conflicted young woman spends the summer with her grandmother, her great-aunt and their quilting circle, whose life stories captivate her.",Dramas
+s2851,Movie,How to Stage a Coup,Cal Seville,Cal Seville,United Kingdom,"June 1, 2017",2017,47,"Explore how Caesar, Napoleon, Mussolini, Hitler and modern-day dictators consolidated their considerable power through bold and brazen coups.",Documentaries
+s2852,Movie,How to Train Your Dragon 2,Dean DeBlois,"Jay Baruchel, Cate Blanchett, Gerard Butler, Craig Ferguson, America Ferrera, Jonah Hill, Christopher Mintz-Plasse, T.J. Miller, Kristen Wiig, Djimon Hounsou, Kit Harington",United States,"September 11, 2020",2014,102,"Hiccup, Toothless and a mysterious dragon rider join forces to protect the island of Berk from a power-hungry warrior with a dragon army of his own.",Children
+s2854,Movie,Howards End,James Ivory,"Anthony Hopkins, Vanessa Redgrave, Helena Bonham Carter, Emma Thompson, James Wilby, Samuel West, Jemma Redgrave, Joseph Bennett, Nicola Duffett, Susie Lindeman",United Kingdom,"March 16, 2017",1992,143,"When a husband, acting in his family's ""best interest,"" does not accept his wife's deathbed wish, providence dictates that he pay for his duplicity.",Classic Movies
+s2855,Movie,Hridaynath,Amar Gupte,"Jackie Shroff, Aditya Pancholi, Swarangi Maharte, Ameya Hunaswadkar, Urmila Matondkar",India,"January 1, 2018",2012,103,A schoolteacher known for his good deeds and benevolence takes a walk on the dark side after undergoing a heart transplant.,Dramas
+s2856,Movie,Hubie Halloween,Steve Brill,"Adam Sandler, Kevin James, Julie Bowen, Ray Liotta, Steve Buscemi, Maya Rudolph, Rob Schneider, June Squibb, Kenan Thompson, Tim Meadows, Michael Chiklis, Karan Brar, George Wallace, Paris Berelc, Noah Schnapp, China Anne McClain, Colin Quinn, Kym Whitley, Lavell Crawford, Mikey Day, Jackie Sandler, Sadie Sandler, Sunny Sandler",United States,"October 7, 2020",2020,104,"Hubie's not the most popular guy in Salem, Mass., but when Halloween turns truly spooky, this good-hearted scaredy-cat sets out to keep his town safe.",Comedies
+s2858,Movie,Hugo,Martin Scorsese,"Ben Kingsley, Sacha Baron Cohen, Asa Butterfield, Chloë Grace Moretz, Ray Winstone, Emily Mortimer, Christopher Lee, Helen McCrory, Michael Stuhlbarg, Frances de la Tour, Jude Law, Johnny Depp, Edmund Kingsley, Richard Griffiths, Angus Barnett, Michael Pitt, Gulliver McGrath, Eric Moreau, Chloe Grace Moretz",United Kingdom,"March 1, 2020",2011,127,"Living inside a Paris train station, an orphan eludes the rigid stationmaster, meets a legendary filmmaker and finds the key to unlocking his destiny.",Children
+s2859,Movie,Hulk Vs.,"Sam Liu, Frank Paur","Fred Tatasciore, Matthew Wolf, Graham McTavish, Grey DeLisle, Kari Wahlgren, Bryce Johnson, Janyse Jaud, Jay Brazeau, Jonathan Holmes, Paul Dobson, Michael Adamthwaite, French Tickner, Nicole Oliver, Qayam Devji, Steve Blum, Mark Acheson, Colin Murdock, Nolan North, Tom Kane",United States,"June 1, 2020",2009,83,This action-packed animated double feature pits the Hulk against two of the Marvel Universe's most powerful characters: Wolverine and Thor.,Action
+s2860,Movie,Hum Aapke Hain Koun,Sooraj R. Barjatya,"Madhuri Dixit, Salman Khan, Mohnish Bahl, Renuka Shahane, Anupam Kher, Reema Lagoo, Alok Nath, Bindu",India,"February 1, 2020",1994,193,"Although Nisha falls for Prem, she agrees to marry his older brother for the good of their families. But fate may have other plans for the lovebirds.",Classic Movies
+s2861,Movie,Hum Saath-Saath Hain,Sooraj R. Barjatya,"Salman Khan, Karisma Kapoor, Saif Ali Khan, Tabu, Sonali Bendre, Mohnish Bahl, Mahesh Thakur, Neelam, Alok Nath, Satish Shah",India,"January 1, 2018",1999,176,"A scheming matriarch plots to cut off her disabled stepson and his wife from the family fortune, creating a division within the clan.",Dramas
+s2863,Movie,Humko Deewana Kar Gaye,Raj Kanwar,"Akshay Kumar, Katrina Kaif, Bipasha Basu, Bhagyashree, Shernaz Patel, Vivek Shaq, Mahesh Thakur, Ranjeet, Nina Kulkarni, Puneet Issar, Anju Mahendru, Manoj Joshi, Anil Kapoor",India,"October 22, 2017",2006,149,Two kindred spirits who are betrothed to others must decide whether to go through with arranged marriages or brush aside convention for true love.,International Movies
+s2864,Movie,Humpty Sharma Ki Dulhania,Shashank Khaitan,"Varun Dhawan, Alia Bhatt, Ashutosh Rana, Sidharth Shukla, Sahil Vaid, Gaurav Pandey, Jaswant Daman, Kenneth Desai, Deepika Amin, Mahnaz Damania",India,"April 1, 2020",2014,131,A small-town girl heads to Delhi to find a designer outfit for the wedding her orthodox father has arranged for her but ends up finding love instead.,Comedies
+s2866,Movie,Hungerford,Drew Casson,"Drew Casson, Georgia Bradley, Sam Carter, Tom Scarlett, Nigel Morgan, Colin Stark, Kitty Speed",United Kingdom,"June 23, 2018",2014,79,"While filming his daily life for a media course, Cowen discovers his small English town may be under an ominous and otherworldly influence.",Horror Movies
+s2867,Movie,Hunt for the Wilderpeople,Taika Waititi,"Sam Neill, Julian Dennison, Rima Te Wiata, Rachel House, Tioreore Ngatai-Melbourne, Oscar Kightley, Stan Walker, Mike Minogue, Cohen Holloway, Rhys Darby",New Zealand,"October 1, 2020",2016,101,A misadventure in the wilderness leads to life-changing discoveries for a troubled orphan teen from the city and his belligerent foster father.,Action
+s2868,Movie,Hunt to Kill,Keoni Waxman,"Steve Austin, Gil Bellows, Gary Daniels, Marie Avgeropoulos, Emilie Ullerup, Michael Eklund, Eric Roberts, Michael Hogan, Donnelly Rhodes, Adrian Holmes",Canada,"January 1, 2020",2010,97,U.S. Border Patrol agent and deadly hunter Jim Rhodes takes violent revenge when a group of desperate thieves kidnaps his daughter after a robbery.,Action
+s2869,Movie,Hunter in the Blue Side of Manchester,Rako Prijanto,"Adipati Dolken, Ganindra Bimo, Donny Alamsyah, Vonny Cornellya, Tania Staite, Maurice Bryrne, Kevin Bzezovski Taroreh",Indonesia,"July 3, 2020",2020,89,"To honor his father, a diligent college graduate takes on the daunting goal of becoming a reporter for an English Premier League soccer club.",Dramas
+s2871,Movie,Hunter's Prayer,Jonathan Mostow,"Sam Worthington, Odeya Rush, Amy Landecker, Allen Leech, Verónica Echegui",United States,"October 22, 2019",2015,91,A hired gun has second thoughts when he's contracted to kill a teenage girl whose father's shady business dealings put her life in danger.,Action
+s2872,Movie,Hunterrr,Harshavardhan Kulkarni,"Gulshan Devaiah, Radhika Apte, Sai Tamhankar, Veera Saxena, Sagar Deshmukh",India,"October 12, 2020",2015,140,A sex-obsessed young man tries to put his past behind him when he falls for an extraordinary woman who makes him want to change his lifestyle.,Comedies
+s2875,Movie,Hurricane Bianca,Matt Kugelman,"Roy Haylock, Bianca Leigh, Denton Blane Everett, Willam Belli, D.J. ""Shangela"" Pierce, Justin ""Alyssa Edwards"" Johnson, Molly Ryman, Ted Ferguson, Rachel Dratch, Alan Cumming, Margaret Cho, RuPaul",United States,"January 1, 2017",2016,85,"Fired for being gay, schoolteacher Richard returns in drag as force-of-nature Bianca, gets hired for the same job and plots sweet, scornful revenge.",Comedies
+s2876,Movie,Hurricane Bianca: From Russia With Hate,Matt Kugelman,"Roy Haylock, Rachel Dratch, Brian McCook, D.J. ""Shangela"" Pierce, Doug Plaut, Cheyenne Jackson, Kristen Johnston, Heather McDonald, Wanda Sykes, Janeane Garofalo",United States,"August 15, 2018",2018,85,"When Texas teacher Richard is lured to Russia under false pretenses by his enemy Deb, his drag alter ego Bianca soon turns the country upside down.",Comedies
+s2877,Movie,Husbands in Goa,Saji Surendran,"Jayasurya, Indrajith, Asif Ali, Lal, Bhama, Ramya Nambeeshan, Rima Kallingal, Praveena",India,"November 1, 2018",2012,150,"Three professional friends, all husbands living with domineering wives, take a well-deserved vacation in the resort city of Goa.",Comedies
+s2878,Movie,Hush,Mike Flanagan,"John Gallagher Jr., Kate Siegel, Michael Trucco, Samantha Sloyan, Emma Graves",United States,"April 8, 2016",2016,82,A deaf writer who retreated into the woods to live a solitary life must fight for her life in silence when a masked killer appears in her window.,Horror Movies
+s2879,Movie,Hustle & Flow,Craig Brewer,"Terrence Howard, Anthony Anderson, Taryn Manning, Taraji P. Henson, DJ Qualls, Ludacris, Paula Jai Parker, Elise Neal, Isaac Hayes",United States,"December 1, 2019",2005,117,A pimp with aspirations of grandeur wants to make it as a rapper but discovers that fame isn't all it's cracked up to be in this indie drama.,Dramas
+s2885,Movie,Hypersomnia,Gabriel Grieco,"Yamila Saud, Gerardo Romano, Jimena Barón, Vanesa González, Candela Vetrano, Florencia Torrente, Nazareno Casero, Sofía Gala, Gustavo Garzón, Belén Chavanne, Fabiana Cantilo, Peter Lanzani",Argentina,"June 8, 2017",2016,84,A young actress rehearsing for a play about human trafficking begins to relive terrifying scenes that may be dreams – or an alternate reality.,Horror Movies
+s2886,Movie,I Am,Onir,"Juhi Chawla, Rahul Bose, Nandita Das, Sanjay Suri, Manisha Koirala, Purab Kohli, Shernaz Patel, Abhimanyu Singh, Arjun Mathur, Radhika Apte",India,"March 4, 2019",2010,106,"Four individuals in modern India grapple with their identities amid social taboos, trauma and brutal sexual discrimination in this quartet of stories.",Dramas
+s2889,Movie,I Am Bolt,"Benjamin Turner, Gabe Turner",Usain Bolt,United Kingdom,"October 1, 2017",2016,107,"Mixing archival footage with present-day interviews, Olympic champion and global icon Usain Bolt opens up about his athletic legacy.",Documentaries
+s2891,Movie,I Am Jane Doe,Mary Mazzio,Jessica Chastain,United States,"May 26, 2017",2017,98,This intense documentary follows real cases of American girls enslaved in the child sex trade through ads in a newspaper's online classified section.,Documentaries
+s2892,Movie,I am Jonas,Christophe Charrier,"Félix Maritaud, Nicolas Bauwens, Tommy Lee Baïk, Aure Atika, Marie Denarnaud, Ilian Bergala, Pierre Cartonnet, Marcel Bouzige, Nicolas Sartous",France,"March 6, 2020",2019,82,"A turbulent past haunts Jonas, who recalls his teenage love affair with the impulsive, twisted and yet irresistible Nathan.",Dramas
+s2893,Movie,I Am Kalam,Nila Madhab Panda,"Gulshan Grover, Harsh Mayar, Pitobash, Hussan Saad, Beatrice Ordeix, Sanjay Chauhan",India,"July 1, 2018",2010,87,An intelligent boy born into poverty befriends the son of a once noble family and is inspired by the life of India's president to pursue an education.,Children
+s2894,Movie,I Am Maris,Laura VanZee Taylor,Maris Degener,United States,"April 1, 2019",2018,54,"Through her own words and art, a young woman details the healing power of yoga in her struggle with anorexia and her journey to self-acceptance.",Documentaries
+s2896,Movie,I Am Michael,Justin Kelly,"James Franco, Zachary Quinto, Emma Roberts, Charlie Carver, Avan Jogia, Daryl Hannah, Lesley Ann Warren, Jefferson Mays, Jan Maxwell, Ahna O'Reilly",United States,"June 26, 2017",2015,102,Gay activist Michael Glatze begins a painful journey when he decides to renounce his sexuality for his religion in this drama based on true story.,Dramas
+s2897,Movie,I Am Mother,Grant Sputore,"Clara Rugaard, Rose Byrne, Hilary Swank, Luke Hawker",Australia,"June 7, 2019",2019,114,"Following humanity's mass extinction, a teen raised alone by a maternal droid finds her entire world shaken when she encounters another human.",International Movies
+s2898,Movie,I Am not an Easy Man,Eleonore Pourriat,"Vincent Elbaz, Marie-Sophie Ferdane, Pierre Benezit, Blanche Gardin, Celine Menville",France,"April 13, 2018",2018,99,A shameless chauvinist gets a taste of his own medicine when he wakes up in a world dominated by women and locks horns with a powerful female author.,Comedies
+s2899,Movie,I Am Not Madame Bovary,Feng Xiaogang,"Fan Bingbing, Guo Tao, Da Peng, Zhang Jiayi, Yu Hewei, Yi Zhao, Zonghan Li, Zhao Lixin, Tian Xiaojie, Yin Yuanzhang, Enhe Feng, Xin Liu, Jiang Yongbo",China,"September 2, 2017",2016,139,"To qualify for an apartment reserved for singles, a married couple stages a divorce. But when her husband unexpectedly remarries, Li seeks justice.",Comedies
+s2901,Movie,I Am Not Your Negro,Raoul Peck,"Samuel L. Jackson, Joey Starr",Switzerland,"July 3, 2020",2017,94,"Based on James Baldwin's unfinished book, this visual essay explores racism through the stories of Medgar Evers, Malcolm X and Martin Luther King Jr.",Documentaries
+s2903,Movie,I Am the Pretty Thing That Lives in the House,Osgood Perkins,"Ruth Wilson, Bob Balaban, Lucy Boynton, Paula Prentiss",Canada,"October 28, 2016",2016,89,A nervous nurse who scares easily finds herself caring for an ailing horror novelist while living in a house with hidden secrets.,Horror Movies
+s2904,Movie,I Am Vengeance,Ross Boyask,"Stu Bennett, Anna Shaffer, Mark Griffin, Bryan Larkin, Kevin Leslie, Gary Daniels",United Kingdom,"December 22, 2018",2018,93,"After learning that an ex-military friend and his parents were killed, the highly trained John Gold comes to town seeking answers and revenge.",Action
+s2905,Movie,I Am Vengeance: Retaliation,Ross Boyask,"Stu Bennett, Vinnie Jones, Mark Griffin, Katrina Durden, Phoebe Robinson-Galvin, Sam Benjamin, David Schaal, Jessica-Jane Stafford, Bentley Kalu, Jean-Paul Ly",United Kingdom,"October 17, 2020",2020,82,"To clear his criminal record, an ex-special forces soldier agrees to lead a team to retrieve a double-crossing mercenary and deliver him to justice.",Action
+s2906,Movie,I Am Woman,Unjoo Moon,"Tilda Cobham-Hervey, Danielle Macdonald, Evan Peters, Chris Parnell, David Lyons, Matty Cardarople, Dusty Sorg",Australia,"October 24, 2020",2019,117,"In the 1960s, Australian singer Helen Reddy struggles with misogyny in the music business — until she records an anthem for the women's movement.",Dramas
+s2907,Movie,I Am Wrath,Chuck Russell,"John Travolta, Christopher Meloni, Amanda Schull, Sam Trammell, Patrick St. Esprit, Rebecca De Mornay, Asante Jones, Paul Sloan, Luis Da Silva Jr., Jordan Whalen",United States,"September 16, 2019",2016,91,"Hell-bent on avenging his wife's murder, Stanley Hill summons an old partner's help in exposing a cover-up by crooked cops and slimy politicians.",Action
+s2909,Movie,I Don't Feel at Home in This World Anymore,Macon Blair,"Melanie Lynskey, Elijah Wood, David Yow, Jane Levy, Devon Graye, Christine Woods, Robert Longstreet, Gary Anthony Williams",United States,"February 24, 2017",2017,97,A timid nursing assistant gets a new lease on life when she and a neighborhood loner track down the degenerates who broke into her house.,Dramas
+s2910,Movie,I Don't Know How She Does It,Douglas McGrath,"Sarah Jessica Parker, Pierce Brosnan, Greg Kinnear, Christina Hendricks, Kelsey Grammer, Seth Meyers, Olivia Munn, Jane Curtin, Mark Blum, Busy Philipps, Sarah Shahi, Jessica Szohr",United States,"March 23, 2019",2011,89,"In this affable yuppie comedy, Kate Reddy is a successful executive, wife and mom whose personal and professional lives hang in precarious balance.",Comedies
+s2912,Movie,I Fine... Thank You... Love You,Mez Tharatorn,"Preechaya Pongthananikorn, Sunny Suwanmethanont, Sora Aoi, Puttachat Pongsuchat, Popetorn Soonthornyanakij",Thailand,"September 5, 2018",2014,116,"Desperate to go to the U.S. to win back his girlfriend, Yim hires a tutor to teach him English. But things don't go according to plan.",Comedies
+s2913,Movie,I Hate Luv Storys,Punit Malhotra,"Imran Khan, Sonam Kapoor, Sammir Dattani, Samir Soni, Kavin Dave, Bruna Abdullah",India,"August 2, 2018",2010,128,This Bollywood spoof recounts the ups and downs of an assistant film director who loathes romance and a designer who adores all things sentimental.,Comedies
+s2916,Movie,I Lost My Body,Jérémy Clapin,"Hakim Faris, Victoire Du Bois, Patrick d'Assumçao, Dev Patel, Alia Shawkat, George Wendt",France,"November 29, 2019",2019,81,"Romance, mystery and adventure intertwine as a young man falls in love and a severed hand scours Paris for its owner in this mesmerizing animated film.",Dramas
+s2917,Movie,"I love you, stupid",Laura Mañá,"Quim Gutiérrez, Natalia Tena, Alfonso Bassave, Alba Ribas, Patricia Vico, Ernesto Alterio",Spain,"May 15, 2020",2019,88,"After Marcos is dumped by his girlfriend, he attempts to reinvent himself as a modern man with the help of a childhood friend and an online guru.",Comedies
+s2919,Movie,I Will Follow,Ava DuVernay,"Salli Richardson-Whitfield, Michole Briana White, Omari Hardwick, Tracie Thoms, Dijon Talton, Damone Roberts, Blair Underwood, Beverly Todd",United States,"May 20, 2020",2010,80,"Devastated after her aunt dies, Maye moves out of the home they shared and copes with her grief, yet finds comfort in the kindness of other mourners.",Dramas
+s2920,Movie,"I, Daniel Blake",Ken Loach,"Dave Johns, Hayley Squires, Briana Shann, Dylan McKiernan, Kate Rutter, Sharon Percy, Kema Sikazwe, Steven Richens",United Kingdom,"April 19, 2019",2016,100,"While fighting for his welfare benefits following a job-ending heart attack, a widowed carpenter befriends a single mother in a similar plight.",Dramas
+s2921,Movie,I'll See You in My Dreams,Brett Haley,"Blythe Danner, Martin Starr, June Squibb, Rhea Perlman, Mary Kay Place, Malin Akerman, Sam Elliott, Aarti Mann, Mark Adair-Rios, Ashley Spillers",United States,"October 22, 2019",2015,96,"After the passing of her dog, a long-widowed senior citizen is in need of companionship. Two very different possibilities present themselves.",Comedies
+s2922,Movie,I'll Sleep When I'm Dead,Justin Krook,Steve Aoki,United States,"August 19, 2016",2016,80,"Superstar DJ Steve Aoki reflects on the driving force behind his career: his ambitious father, Benihana founder and perennial daredevil Rocky Aoki.",Documentaries
+s2923,Movie,I'm Brent Morin,Lance Bangs,Brent Morin,United States,"August 6, 2019",2015,67,"In a witty solo show, Brent Morin serves up infectious laughs on the agony of puberty, hot guy problems and the time a girl dumped him for a magician.",Stand-Up
+s2924,Movie,I'm in Love with a Church Girl,Steve Race,"Ja Rule, Adrienne Bailon, Stephen Baldwin, Vincent Pastore, Michael Madsen, T-Bone, Martin Kove, Toby Mac",United States,"October 1, 2017",2013,119,"When a tough-minded ex-drug dealer falls for a beautiful but highly devout woman, their mutual attraction takes them both down a twisty path.",Dramas
+s2926,Movie,I'm No Longer Here,Fernando Frías de la Parra,"Juan Daniel García, Angelina Chen, Jonathan Espinoza, Coral Puente, Tania Alvarado, Fanny Tovar, Luis Leonardo Zapata, Yahir Alday, Leonardo Garza, Yocelin Coronado, Deyanira Coronado",Mexico,"May 27, 2020",2019,112,"A terrible misunderstanding with a local gang sends 17-year-old Ulises, leader of a group hooked on cumbia music, across the border to save his life.",Dramas
+s2928,Movie,I'm Thinking of Ending Things,Charlie Kaufman,"Jessie Buckley, Jesse Plemons, Toni Collette, David Thewlis, Guy Boyd",United States,"September 4, 2020",2020,135,Nothing is as it seems when a woman experiencing misgivings about her new boyfriend joins him on a road trip to meet his parents at their remote farm.,Dramas
+s2930,Movie,반드시 잡는다,Hong-seon Kim,Baek Yoon-sik,South Korea,"February 28, 2018",2017,110,"After people in his town start turning up dead, a grumpy landlord is visited by a man who recounts an unsolved serial murder case from 30 years ago.",Dramas
+s2931,Movie,Ibiza,Alex Richanbach,"Gillian Jacobs, Vanessa Bayer, Phoebe Robinson, Richard Madden, Michaela Watkins, Félix Gómez",United States,"May 25, 2018",2018,94,"When Harper is sent to Spain for an important work meeting, her hard-partying friends tag along and convince her to pursue a fling with a famous DJ.",Comedies
+s2932,Movie,IBOY,Adam Randall,"Bill Milner, Maisie Williams, Rory Kinnear, Miranda Richardson, Jordan Bolger, Charley Palmer Rothwell, Aymen Hamdouchi",United Kingdom,"January 27, 2017",2017,91,"When shards of a cell phone get lodged in a teenager's brain, he discovers he can control electronic devices and uses his newfound power for revenge.",International Movies
+s2933,Movie,Icarus,Bryan Fogel,"Bryan Fogel, Grigory Rodchenkov",United States,"August 4, 2017",2017,121,An American filmmaker and cyclist unwittingly wades into a global scandal when a Russian scientist leaks shocking details of a vast doping conspiracy.,Documentaries
+s2935,Movie,Ice Guardians,Brett Harvey,"Dave Brown, Brett Hull, Rob Ray, Jarome Iginla, Wendel Clark, Scott Parker, Dave schultz, Jay Baruchel",Canada,"October 1, 2017",2016,108,"This film explores the controversial role of ice hockey ""enforcers,"" as well as the physical and mental price paid by the game's notorious tough guys.",Documentaries
+s2936,Movie,Iceman,Law Wing-cheong,"Donnie Yen, Wang Baoqiang, Shengyi Huang, Yu Kang, Simon Yam, Lam Suet, Singh Hartihan Bitto, Mark Wu",China,"January 23, 2018",2014,104,"Four hundred years after they were frozen in time, a Ming Dynasty guard and his three pursuers are defrosted to continue their ancient battle.",Action
+s2938,Movie,Ideachi Kalpana,Sachin,"Bhargavi Chirmuley, Mahesh Kothare, Sachin, Ashok Saraf, Nirmiti Sawant",India,"January 1, 2018",2010,124,"After an actor is hit by a car driven by the police commissioner's sister, his scheming brother-in-law files a bogus suit against the commissioner.",Comedies
+s2943,Movie,Igor,Tony Leondis,"John Cusack, Steve Buscemi, Sean Hayes, Molly Shannon, Eddie Izzard, Jennifer Coolidge, Jay Leno",United States,"September 1, 2019",2008,87,"Igor, the brilliant but deformed assistant to mad Dr. Glickenstein, dreams of winning the Evil Science Fair and the heart of village beauty Gretchen.",Children
+s2944,Movie,III Smoking Barrels,Sanjib Dey,"Subrat Dutta, Indraneil Sengupta, Mandakini Goswami, Amrita Chattopadhyay, Nalneesh Neel, Niloy Sankar Gupta, Shiny Gogoi, Siddharth Boro",India,"June 1, 2019",2017,128,"In three stories set in Northeast India, a child goes on the run, a young adult falls in with the wrong crowd and a desperate man turns to crime.",Dramas
+s2945,Movie,Iliza Shlesinger: Confirmed Kills,Bobcat Goldthwait,Iliza Shlesinger,United States,"September 23, 2016",2016,78,"The stand-up sensation tackles TV's ""Shark Tank,"" what it means to be a woman and how to deal with the lawless party goblin that lives in us all.",Stand-Up
+s2946,Movie,Iliza Shlesinger: Elder Millennial,Steve Paley,Iliza Shlesinger,United States,"July 24, 2018",2018,72,"Newly engaged comic Iliza Shlesinger dives into undeniable truths about life at age 35, the insanity of the road traveled and what's to come.",Stand-Up
+s2948,Movie,Iliza Shlesinger: Unveiled,Steve Paley,Iliza Shlesinger,United States,"November 19, 2019",2019,78,"Here comes the bride, and she's got plenty to say. Newlywed Iliza Shlesinger dissects wedding traditions as she mines her nuptials for laughs.",Stand-Up
+s2949,Movie,Iliza Shlesinger: War Paint,Jay Chapman,Iliza Shlesinger,United States,"September 1, 2013",2013,75,"""Last Comic Standing"" winner Iliza Shlesinger unleashes her acerbic, stream-of-conscious comedy on an unsuspecting audience in her hometown of Dallas.",Stand-Up
+s2950,Movie,Illang: The Wolf Brigade,Kim Jee-woon,"Gang Dong-won, Han Hyo-joo, Jung Woo-sung, Kim Mu-yeol, Han Ye-ri, Choi Min-ho, Shin Eun-soo, Kim Beop-rae, Lee Dong-ha, Jung Won-joong, Choi Jin-ho",South Korea,"October 19, 2018",2018,140,"In 2029, the elite police squad Illang combats a terrorist group opposing reunification of the two Koreas. But another enemy may be lurking nearby.",Action
+s2951,Movie,Imagine That,Karey Kirkpatrick,"Eddie Murphy, Thomas Haden Church, Yara Shahidi, Ronny Cox, Stephen Rannazzisi, Nicole Ari Parker, DeRay Davis, Vanessa Williams, Martin Sheen, Lauren Weedman, Timm Sharp, Bobb'e J. Thompson",United States,"December 7, 2019",2009,108,"Work problems are piling up for a businessman. But when he discovers a pathway to his daughter's imaginary world, he starts finding some solutions.",Children
+s2952,Movie,Imago,"Karan Shivajirao Chavan, Vikram Tanajirao Patil","Aishwarya Ghaydar, Amol Deshmukh, Adarsh Kurne, Vishwas Kamble, Neha Awati, Amaraja Patil, Rinkle Chopde, Shreyas Gurav",India,"March 20, 2019",2018,97,"A teen with vitiligo struggles with self-doubt and anxiety until a new schoolteacher sees her through a different lens, and urges her to do the same.",Dramas
+s2954,Movie,Immoral Tales,Walerian Borowczyk,"Lise Danvers, Fabrice Luchini, Charlotte Alexandra, Paloma Picasso, Pascale Christophe, Florence Bellamy, Jacopo Berinizi, Lorenzo Berinizi",France,"June 6, 2019",1974,103,"This anthology illustrates the timeless nature of desire in four stories of incest, bloodlust and other forbidden subjects.",Dramas
+s2957,Movie,Imperfect,Steve Cheng,"Edwin Goh, Ian Fang Weijie, Phua Yida, Kimberly Chia",Singapore,"December 20, 2018",2012,95,"After a brawl lands him in a Boys’ Home, a teen seems to be on a promising path until loyalty to his gangster buddy leads to even bigger trouble.",Action
+s2958,Movie,Imperial Dreams,Malik Vitthal,"John Boyega, Rotimi, Glenn Plummer, De'Aundre Bonds, Keke Palmer, Nora Zehetner, Todd Louiso",United States,"February 3, 2017",2014,86,"A young father returns home from jail eager to care for his son and become a writer, but crime, poverty and a flawed system threaten his plans.",Dramas
+s2960,Movie,In a Valley of Violence,Ti West,"Ethan Hawke, John Travolta, Taissa Farmiga, James Ransone, Karen Gillan, Toby Huss, Tommy Nohilly, Larry Fessenden, Michael Davis, Burn Gorman",United States,"October 16, 2020",2016,104,"After a quiet drifter is met with violence and bullying in a small town, he finds himself enmeshed in a vengeful struggle with the local marshal.",Action
+s2962,Movie,In Darkness,Anthony Byrne,"Natalie Dormer, Ed Skrein, Emily Ratajkowski, Neil Maskell, Jan Bijvoet, James Cosmo, Joely Richardson",United Kingdom,"September 22, 2018",2018,101,"A blind pianist fears for her life after the suspicious death of her neighbor, the daughter of a businessman accused of war crimes.",Independent Movies
+s2963,Movie,In Defense of a Married Man,Joel Oliansky,"Judith Light, Michael Ontkean, Jerry Orbach, Pat Corley, Nicholas Campbell, John Colicos, Cynthia Sikes, Johnny Galecki",United States,"October 1, 2011",1990,94,"A lawyer's husband is having an affair. When his mistress is found dead, he becomes the prime suspect – and his wife must take charge of his defense.",Dramas
+s2964,Movie,In Family I Trust,Patricia Font,"Clara Lago, Álex García, Carmen Maura, Alexandra Jiménez, Paula Malia, Fernando Guallar, Carlos Cuevas",Spain,"May 10, 2019",2018,98,"After her partner cheats on her, an architect returns to her hometown to reassess her life with the help of her eccentric family. Based on the novel.",Comedies
+s2967,Movie,In Line,Tope Oshin,"Chris Attoh, Adesua Etomi, Uzor Arukwe, Sika Osei, Leonora Okien, Shawn Faqua, Tina Mba",Nigeria,"October 30, 2020",2017,114,"A convicted murderer gets out of prison and reunites with his wife, who is plotting revenge against him after years of physical and emotional abuse.",Dramas
+s2969,Movie,In Paradox,Hamad AlSarraf,"Faisal Al Omairi, Jafra Younes, Samr Ismaiel, Ghanim Alzerlli, Jaber Jokhadar, Nawar Youssef, Jassim Al Nabhan, Fayez Kazak, Nancy Khoury, Jamal Hamdan",Kuwait,"May 7, 2020",2019,94,"On the run from assailants, a man desperately seeks to take control of his strange memories before they consume his life — and sanity.",International Movies
+s2970,Movie,In Search of Fellini,Taron Lexton,"Ksenia Solo, Mary Lynn Rajskub, Maria Bello, Enrico Oetiker, Paolo Bernardini, Beth Riesgraf, David O'Donnell, Nancy Cartwright, Bruno Zanin, Michael Wiseman, Andrea Osvárt",United States,"March 19, 2018",2017,103,A naive and sheltered young woman embarks on a whimsical adventure across Italy in the hopes of meeting director Federico Fellini.,Action
+s2973,Movie,In The Deep,Johannes Roberts,"Mandy Moore, Claire Holt, Matthew Modine, Chris Johnson, Yani Gellman, Santiago Segura",United Kingdom,"January 10, 2018",2017,89,"With little oxygen left in their scuba tanks, two sisters are trapped in a shark cage at the bottom of the ocean while great whites circle nearby.",Horror Movies
+s2974,Movie,In the Shadow of Iris,Jalil Lespert,"Romain Duris, Charlotte Le Bon, Jalil Lespert, Camille Cottin, Adel Bencherif, Sophie Verbeeck, Hélène Barbry",France,"May 1, 2017",2016,99,"The sudden disappearance of a wealthy banker's wife cracks open a dizzying world of secret fetishes, desperate acts and elaborate deceptions.",Dramas
+s2975,Movie,In the Shadow of the Moon,Jim Mickle,"Boyd Holbrook, Michael C. Hall, Cleopatra Coleman, Bokeem Woodbine, Rudi Dharmalingam, Rachel Keller",United States,"September 27, 2019",2019,116,A Philadelphia detective slowly unravels as he nurses a lifelong obsession with an enigmatic female serial killer whose crimes defy explanation.,Dramas
+s2976,Movie,In the Tall Grass,Vincenzo Natali,"Patrick Wilson, Laysla De Oliveira, Avery Whitted, Harrison Gilbertson, Rachel Wilson, Will Buie Jr.",Canada,"October 4, 2019",2019,102,"After hearing a boy's cry for help, a pregnant woman and her brother wade into a vast field of grass, only to discover there may be no way out.",Horror Movies
+s2977,Movie,In This Corner of the World,Sunao Katabuchi,"Non, Yoshimasa Hosoya, Natsuki Inaba, Minori Omi, Daisuke Ono, Megumi Han, Nanase Iwai, Shigeru Ushiyama, Mayumi Shintani",Japan,"March 15, 2018",2016,129,"Suzu marries into a family living outside of Hiroshima and quickly settles into her new life, until World War II challenges her ability to survive.",Anime Features
+s2979,Movie,Incarnate,Brad Peyton,"Aaron Eckhart, Carice van Houten, Catalina Sandino Moreno, David Mazouz, Keir O'Donnell, Matt Nable, Emily Jackson, Paul Vincent O'Connor, Natalija Nogulich, John Pirruccello, Mark Steger, Emjay Anthony, Karolina Wydra",United States,"December 16, 2020",2016,87,An unconventional demon hunter faces his greatest challenge when he steps inside the subconscious mind of a boy possessed by a powerful entity.,Horror Movies
+s2980,Movie,Inception,Christopher Nolan,"Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen Page, Tom Hardy, Ken Watanabe, Dileep Rao, Cillian Murphy, Tom Berenger, Marion Cotillard, Pete Postlethwaite, Michael Caine, Lukas Haas",United States,"January 1, 2020",2010,148,"In this mind-bending sci-fi thriller, a man runs an espionage business built around entering the subconscious of his targets to mold their thoughts.",Action
+s2981,Movie,Incir Receli 2,Aytaç Ağırlar,"Halil Sezai Paracıkoğlu, Şafak Pekdemir, Ahmet Uz, Mehmet Selim Akgül, Sinan Çalışkanoğlu, Tuğba Sarıünal",Turkey,"March 10, 2017",2014,103,"Grief-stricken over the death of his true love, singer-songwriter Metin has given up on life, until he meets Gizem, who slowly reawakens his heart.",Dramas
+s2982,Movie,Incoming,Eric Zaragosa,"Scott Adkins, Aaron McCusker, Vahldin Prelic, Lukas Loughran, Michelle Lehane, Alaa Seif, Milan Kovacevic, Arkie Reece, Vladimir Alenikov, Dominic Power",Serbia,"October 26, 2018",2019,89,"When an imprisoned terrorist cell hijacks a high-security prison in outer space, a CIA agent becomes the one chance of stopping them.",Action
+s2983,Movie,Incomplete,Suman Mukhopadhyay,"Ritwick Chakraborty, Swastika Mukherjee, Paoli Dam, Bratya Basu, Santu Mukherjee, Dibyendu Bhattacharya, Anindya Bandopadhyay, Poulomi Das, Nigel Akkara, Bhed Sinha",India,"April 8, 2017",2017,119,"A man returns to his childhood hometown, where he meets the happily married woman he once jilted, while his best friend endures a more volatile union.",Dramas
+s2984,Movie,Inconceivable,Jonathan Baker,"Gina Gershon, Faye Dunaway, Nicolas Cage, Nicky Whelan, Natalie Eva Marie, Jonathan Baker, James Van Patten",United Kingdom,"March 1, 2018",2017,106,A couple trying to conceive invite a woman with a mysterious past to move in with them. But it's an invitation they might come to regret.,Thrillers
+s2986,Movie,Incredibles 2 (Spanish Version),Brad Bird,"Víctor Trujillo, Consuelo Duval, Darío T. Pie, Leyla Rangel, Oliver Díaz Barba, Dulce Guerrero, Eli Fucile, Martin Hernandez",United States,"February 8, 2019",2018,118,"When Elastigirl gets recruited for a high-profile crime-fighting mission, Mr. Incredible takes on his toughest assignment ever: full-time parenting.",Children
+s2987,Movie,INDIA,Sanjeev Gupta,"Heeba Shah, Ashwin Shukla, Muskaan, Aldan Shaikh, Ayesha",India,"February 17, 2017",2014,95,"A man buys a young girl, code-names her ""Doll"" and sends her to live with a mother of two who has a mysterious mission to be fulfilled.",Dramas
+s2989,Movie,Indian Horse,Stephen S. Campanelli,"Sladen Peltier, Forrest Goodluck, Ajuawak Kapashesit, Martin Donovan, Michael Murphy, Michiel Huisman, Edna Manitowabi, Michael Lawrenchuk, Will Strongheart, Tristen Marty-Pahtaykan, Vance Banzo",Canada,"March 31, 2020",2017,101,"Stripped of his heritage at a residential school, an indigenous student finds refuge on the rink when he discovers a passion for hockey.",Dramas
+s2991,Movie,Indiana Jones and the Kingdom of the Crystal Skull,Steven Spielberg,"Harrison Ford, Cate Blanchett, Karen Allen, Ray Winstone, John Hurt, Jim Broadbent, Igor Jijikine, Shia LaBeouf",United States,"January 1, 2019",2008,123,"Indiana Jones is drawn into a Russian plot to unearth the Crystal Skulls of Akator, Amazonian artifacts with supernatural powers.",Action
+s2992,Movie,Indiana Jones and the Last Crusade,Steven Spielberg,"Harrison Ford, Sean Connery, Denholm Elliott, Alison Doody, John Rhys-Davies, Julian Glover, River Phoenix, Michael Byrne, Kevork Malikyan, Robert Eddison",United States,"January 1, 2019",1989,127,"Accompanied by his father, Indiana Jones sets off on his third adventure to explore the cradle of civilization on a perilous hunt for the Holy Grail.",Action
+s2993,Movie,Indiana Jones and the Raiders of the Lost Ark,Steven Spielberg,"Harrison Ford, Karen Allen, Paul Freeman, Ronald Lacey, John Rhys-Davies, Denholm Elliott, Alfred Molina, Wolf Kahler, Anthony Higgins, Vic Tablian",United States,"January 1, 2019",1981,116,"When Indiana Jones is hired by the government to locate the legendary Ark of the Covenant, he finds himself up against the entire Nazi regime.",Action
+s2994,Movie,Indiana Jones and the Temple of Doom,Steven Spielberg,"Harrison Ford, Kate Capshaw, Amrish Puri, Roshan Seth, Philip Stone, Roy Chiao, Jonathan Ke Quan, David Yip, Ric Young, Chua Kah Joo",United States,"January 1, 2019",1984,119,"Indiana Jones, his young sidekick and a spoiled songbird get more than they bargained for when they go to India in search of a missing magical stone.",Action
+s2995,Movie,Indiscretion,John Stewart Muller,"Mira Sorvino, Cary Elwes, Christopher Backus, Katherine McNamara, Lisa Gay Hamilton, Melora Walters, Buck Taylor, Shane Callahan",United States,"February 1, 2017",2016,99,"After a weekend fling with artist Victor, Veronica, a psychiatrist and politician's wife, becomes the target of Victor's dangerous romantic obsession.",Dramas
+s2996,Movie,Inequality for All,Jacob Kornbluth,Robert Reich,United States,"August 29, 2018",2013,90,Former U.S. Labor Secretary Robert Reich makes a compelling case about the serious crisis the U.S. faces due to the widening economic gap.,Documentaries
+s2998,Movie,Inglourious Basterds,Quentin Tarantino,"Brad Pitt, Mélanie Laurent, Christoph Waltz, Eli Roth, Michael Fassbender, Diane Kruger, Daniel Brühl, Til Schweiger, Gedeon Burkhard, Jacky Ido, B.J. Novak, Sylvester Groth, Martin Wuttke",Germany,"July 22, 2019",2009,153,"A Jewish cinema owner in occupied Paris is forced to host a Nazi premiere, where a group of American soldiers called the Basterds plans a face-off.",Action
+s3002,Movie,Inhuman Kiss,Sittisiri Mongkolsiri,"Phantira Pipityakorn, Oabnithi Wiwattanawarang, Sapol Assawamunkong, Surasak Vongthai, Sahatchai 'Stop' Chumrum, Sahajak Boonthanakit, Makorn Supinacharoen, Sasithorn Panichnok",Thailand,"June 30, 2019",2019,122,A teenage girl is caught between the affections of two childhood friends while battling the bloodthirsty demon inside of her that manifests at night.,Horror Movies
+s3003,TV Show,Inhuman Resources,Ziad Doueiri,"Eric Cantona, Suzanne Clément, Alex Lutz, Gustave Kervern, Alice de Lencquesaing, Louise Coldefy, Nicolas Martinez, Adama Niane",France,"May 15, 2020",2020,1,"Alain Delambre, unemployed and 57, is lured by an attractive job opening. But things get ugly when he realizes he’s a pawn in a cruel corporate game.",Crime TV
+s3004,Movie,Initial D,"Andrew Lau Wai-Keung, Alan Mak","Jay Chou, Anne Suzuki, Edison Chen, Anthony Wong Chau-Sang, Shawn Yue, Chapman To, Jordan Chan, Kenny Bee",China,"August 1, 2018",2005,109,"By day, an 18-year-old delivers tofu for his father, a retired race car driver; but by night, it's the teen's turn to take the wheel.",Action
+s3006,Movie,Inkaar,Sudhir Mishra,"Arjun Rampal, Chitrangada Singh, Deepti Naval, Kanwaljeet Singh, Rehana Sultan, Vipin Sharma, Kaizaad Kotwal, Sujata Sehgal, Shivani Tanksale, Asheesh Kapur",India,"July 5, 2020",2013,125,"An ad agency CEO is put under investigation when his ambitious protégée – and lover – accuses him of sexual harassment, vying for his top position.",Dramas
+s3007,Movie,Inkheart,Iain Softley,"Brendan Fraser, Paul Bettany, Helen Mirren, Jim Broadbent, Andy Serkis, Sienna Guillory, Eliza Bennett, Rafi Gavron, Lesley Sharp, Jamie Foreman",Germany,"July 1, 2019",2008,106,"Unbeknownst to his 12-year-old daughter, a bookbinder has a secret ability to bring characters to life by reading their stories out loud.",Action
+s3009,TV Show,Innocent,Seren Yüce,"Ali Atay, Haluk Bilginer, Nur Sürer, Okan Yalabık, Tülin Özen, Serkan Keskin, Bartu Küçükçağlayan, Irem Altug, Mehmet Özgür, Merve Ates, Defne Halman, Cem Zeynel Kiliç, Esra Kizildogan",Turkey,"January 23, 2019",2017,1,"In a peaceful, rustic town, a retired officer and his family are mired in a murder mystery riddled with shocking, buried secrets.",Crime TV
+s3010,Movie,Insan,K. Subhash,"Akshay Kumar, Ajay Devgn, Tusshar Kapoor, Esha Deol, Lara Dutta, Laila, Rahul Dev, Koena Mitra, Archana Puran Singh, Sharat Saxena",India,"March 1, 2018",2005,141,"A grieving policeman and a rickshaw driver are brought together by a dark, tragic secret that will change their lives forever.",Action
+s3013,Movie,Inside Man: Most Wanted,Michael J. Bassett,"Aml Ameen, Rhea Seehorn, Roxanne McKee, Urs Rechn, Akshay Kumar, Tanya van Graan, Andre Jacobs, Sven Ruygrok",United States,"September 24, 2019",2019,106,A hotshot NYPD negotiator butts heads with the FBI and meets his match in a meticulous criminal mastermind as she attempts to rob the Federal Reserve.,Action
+s3020,Movie,Insidious,James Wan,"Patrick Wilson, Rose Byrne, Lin Shaye, Ty Simpkins, Barbara Hershey, Leigh Whannell, Angus Sampson, Andrew Astor, Joseph Bishara",United States,"May 9, 2019",2010,103,"Hoping to leave their haunted house behind, a suburban family moves to a new place, only to learn the home wasn't haunted... but their eldest son is.",Horror Movies
+s3024,Movie,Instructions Not Included,Eugenio Derbez,"Eugenio Derbez, Jessica Lindsey, Loreto Peralta, Daniel Raymont, Alessandra Rosaldo, Hugo Stiglitz, Arcelia Ramírez, Sammy Pérez, Agustín Bernal, Karla Souza",Mexico,"January 1, 2020",2013,122,"Unable to locate the elusive mother of a baby girl left on his doorstep, an Acapulco playboy unexpectedly begins to develop feelings for the tot.",Comedies
+s3027,Movie,Internet Famous,Michael Gallagher,"Shane Dawson, Steve Greene, Amanda Cerny, Christian Delgrosso, Wendy McColm, Richard Ryan, Roger Bart, John Michael Higgins, Missi Pyle, Jimmy Tatro, Tay Zonday, Adam Busch",United States,"July 21, 2016",2016,87,Five viral Internet celebrities travel to a competition that will award one of them their own television series in this ensemble comedy.,Comedies
+s3028,Movie,Interrogation,Vetrimaaran,"Dinesh Ravi, Samuthirakani, Kishore Kumar, Anandhi, Murugadoss, Ajay Ghosh",India,"December 1, 2016",2015,116,"In this fact-based drama, politically motivated cops in Andhra Pradesh set out to frame four Tamil laborers for a crime, torturing them to no avail.",Dramas
+s3030,Movie,Interview with a Serial Killer,Christopher Martin,Arthur Shawcross,United States,"August 1, 2016",2008,45,"In this jailhouse interview, Arthur Shawcross, the Genesee River Killer, shares candid details of his crimes and his surprising family bonds.",Documentaries
+s3032,Movie,Into the Forest,Patricia Rozema,"Ellen Page, Evan Rachel Wood, Max Minghella, Callum Keith Rennie, Michael Eklund, Wendy Crewson",Canada,"November 7, 2018",2015,102,"In the near future, two frightened sisters fight for survival after losing their father during a deadly, quietly looming apocalypse.",Dramas
+s3033,Movie,Into the Inferno,Werner Herzog,Werner Herzog,United Kingdom,"October 28, 2016",2016,107,"With stunning views of eruptions and lava flows, Werner Herzog captures the raw power of volcanoes and their ties to indigenous spiritual practices.",Documentaries
+s3035,Movie,Into the Wild,Sean Penn,"Emile Hirsch, Marcia Gay Harden, William Hurt, Jena Malone, Brian Dierker, Catherine Keener, Vince Vaughn, Kristen Stewart, Hal Holbrook, Zach Galifianakis",United States,"January 1, 2021",2007,148,A young man gives up everything – including his trust fund and ties to a seemingly stable family – to lead a solitary life in the wild.,Action
+s3036,Movie,Intuition,Alejandro Montiel,"Luisana Lopilato, Joaquín Furriel, Rafael Ferro, Maite Lanata, Juan Manuel Guilera, Abel Ayala, Sebastián Mogordoy, Delfina Chaves, Marita Ballesteros, Miriam Odorico",Argentina,"May 28, 2020",2020,116,"Police officer Pipa works on her first big case while simultaneously investigating her boss, who is suspected of murder. The prequel to ""Perdida"".",Dramas
+s3038,Movie,Inuyasha the Movie - L'isola del fuoco scarlatto,Toshiya Shinohara,"Kappei Yamaguchi, Satsuki Yukino, Koji Tsujitani, Houko Kuwashima, Kumiko Watanabe, Noriko Hidaka, Ken Narita, Cho, Mamiko Noto, Nobutoshi Canna, Fumiko Orikasa, Richard Ian Cox, Moneca Stori",Japan,"September 1, 2017",2004,88,"Ai, a young half-demon who has escaped from Horai Island to try to help his people, returns with potential saviors InuYasha, Sesshomaru and Kikyo.",Action
+s3039,Movie,Inuyasha the Movie - La spada del dominatore del mondo,Toshiya Shinohara,"Kappei Yamaguchi, Satsuki Yukino, Koji Tsujitani, Houko Kuwashima, Kumiko Watanabe, Ken Narita, Akio Otsuka, Kikuko Inoue",Japan,"September 1, 2017",2003,99,The Great Dog Demon beaqueathed one of the Three Swords of the Fang to each of his two sons. Now the evil power of the third sword has been awakened.,Action
+s3040,Movie,InuYasha the Movie: Affections Touching Across Time,Toshiya Shinohara,"Kappei Yamaguchi, Satsuki Yukino, Koji Tsujitani, Houko Kuwashima, Kumiko Watanabe, Kenichi Ogata, Noriko Hidaka, Hisako Kyoda, Ken Narita",Japan,"August 25, 2018",2001,100,"A powerful demon has been sealed away for 200 years. But when the demon's son is awakened, the fate of the world is in jeopardy.",Action
+s3041,Movie,InuYasha: The Movie 2: The Castle Beyond the Looking Glass,Toshiya Shinohara,"Kappei Yamaguchi, Satsuki Yukino, Koji Tsujitani, Houko Kuwashima, Kumiko Watanabe, Noriko Hidaka, Kenichi Ogata, Toshiyuki Morikawa, Mieko Harada",Japan,"September 1, 2017",2002,99,"With their biggest foe seemingly defeated, InuYasha and his friends return to everyday life. But the peace is soon shattered by an emerging new enemy.",Action
+s3043,Movie,Invictus,Clint Eastwood,"Morgan Freeman, Matt Damon, Tony Kgoroge, Patrick Mofokeng, Matt Stern, Julian Lewis Jones, Adjoa Andoh, Marguerite Wheatley, Leleti Khumalo, Patrick Lyster, Penny Downie",United States,"November 1, 2019",2009,134,"After the end of apartheid, newly elected President Nelson Mandela uses the 1995 World Cup rugby matches to unite his people in South Africa.",Dramas
+s3044,Movie,Invisible,Pablo Giorgelli,"Mora Arenillas, Mara Bestelli, Diego Cremonesi",Argentina,"August 1, 2018",2017,87,"After learning she's pregnant, a teen grapples with the consequences while trying to go about her life as if nothing has changed.",Dramas
+s3046,Movie,Inxeba,John Trengove,"Nakhane Touré, Bongile Mantsai, Niza Jay, Thobani Mseleni, Gamelihle Bovana, Halalisani Bradley Cebekhulu, Inga Qwede, Sibabalwe Ngqayana, Siphosethu Ngcetane, Zwelakhe Mtsaka",South Africa,"February 1, 2018",2017,88,"At an initiation ritual for the young men of his Xhosa community, a closeted factory hand meets a Johannesburg teen who discovers his best-kept secret.",Dramas
+s3047,Movie,IO,Jonathan Helpert,"Margaret Qualley, Anthony Mackie, Danny Huston",United States,"January 18, 2019",2019,96,"As a young scientist searches for a way to save a dying Earth, she finds a connection with a man who's racing to catch the last shuttle off the planet.",Dramas
+s3048,Movie,Ip Man,Wilson Yip,"Donnie Yen, Simon Yam, Louis Fan, Lam Ka Tung, Xing Yu, Wong You-nam, Chen Zhi Hui, Lynn Hung, Hiroyuki Ikeuchi",Hong Kong,"January 15, 2016",2008,107,"An occupying Japanese general challenges Chinese men to duels to prove the superiority of the Japanese, but Ip Man refuses to fight – at first.",Action
+s3049,Movie,Ip Man 2,Wilson Yip,"Donnie Yen, Sammo Kam-Bo Hung, Huang Xiaoming, Simon Yam, Lynn Hung, Kanin Ngo, Kent Cheng, Darren Shahlavi, Louis Fan, Calvin Ka-Sing Cheng",Hong Kong,"January 15, 2016",2010,108,"New in Hong Kong, martial arts instructor Ip Man perseveres and retaliates against his rivals' opposition to the Wing Chun fighting style he teaches.",Action
+s3050,Movie,Ip Man 3,Wilson Yip,"Donnie Yen, Zhang Jin, Lynn Hung, Patrick Tam, Karena Ng, Kent Cheng, Bryan Leung, Louis Cheung, Danny Chan, Mike Tyson, Babyjohn Choi",China,"June 18, 2016",2015,105,"Martial arts master Ip springs into action when his son's school is threatened by a shady American, then defends his status as wing chun champion.",Action
+s3051,Movie,Ip Man 4: The Finale,Wilson Yip,"Donnie Yen, Wu Yue, Vanness Wu, Scott Adkins, Kent Cheng, Danny Chan Kwok-kwan, Kanin Ngo, Chris Collins, Vanda Margraf, Meng Lo",Hong Kong,"July 21, 2020",2019,105,"Ip Man travels to San Francisco with his son and wrestles with tensions between martial arts masters and his star student, Bruce Lee.",Action
+s3052,Movie,Iqbal,Nagesh Kukunoor,"Shreyas Talpade, Naseeruddin Shah, Girish Karnad, Shweta Prasad, Yatin Karyekar, Prateeksha Lonkar, Dilip Salgaonkar, Jyoti Joshi, Aadarsh Balakrishna, Gururaj Manepalli",India,"March 1, 2018",2006,127,A boy with a hearing and speech impairment – and extraordinary athletic ability – chases his lifelong dream of playing cricket for India.,Dramas
+s3053,Movie,Irada Pakka,Kedar Shinde,"Smita Jaykar, Siddarth Jadhav",India,"March 15, 2018",2010,137,"Bored in their happy marriage, a couple decides to spice things up by fighting more, but their game takes the relationship on an unexpected path.",Comedies
+s3055,Movie,Iron Cowboy: The Story of the 50.50.50,Jacob Schwab,James Lawrence,United States,"July 19, 2019",2018,77,"A record-setting triathlete dares to complete 50 Ironman races – a 2.4-mile swim, a 112-mile bike ride, and a 26.2-mile run – in 50 days in 50 states.",Documentaries
+s3058,Movie,Iron Man & Captain America: Heroes United,Leo Riley,"Adrian Pasdar, Roger Craig Smith, Fred Tatasciore, David Kaye, Clancy Brown, Liam O'Brien, Robin Atkin Downes, Dee Bradley Baker",United States,"October 12, 2014",2014,71,"While battling to keep the Red Skull and Taskmaster from unleashing a Hydra army, Iron Man and Captain America must learn to work together.",Children
+s3061,Movie,Irreplaceable You,Stephanie Laing,"Gugu Mbatha-Raw, Michiel Huisman, Christopher Walken, Steve Coogan, Kate McKinnon, Jacki Weaver, Timothy Simons, Brian Tyree Henry, Alanna Masterson, Gayle Rankin, Tamara Tunie",United States,"February 16, 2018",2018,96,"A stunning cancer diagnosis spurs Abbie to seek a future girlfriend for fiancé and childhood sweetheart Sam, who's clueless when it comes to dating.",Dramas
+s3063,Movie,Is Love Enough? Sir,Rohena Gera,"Tillotama Shome, Vivek Gomber, Geetanjali Kulkarni, Rahul Vohra, Divya Seth, Chandrachoor Rai, Dilnaz Irani, Bhagyashree Pandit, Anupriya Goenka, Rashi Mal",India,"January 8, 2021",2018,99,"A young widow is hired as the domestic helper for a wealthy architect, but social divides come to the fore as an unlikely attraction grows between them.",Dramas
+s3064,Movie,Isa Pa with Feelings,Prime Cruz,"Maine Mendoza, Carlo Aquino, Lotlot De Leon, Cris Villanueva, Nikki Valdez, Vangie Labalan, Geleen Eugenio",Philippines,"December 25, 2020",2019,102,"When an aspiring architect falls for her Deaf neighbor, they develop a connection and set out to form their own love language despite their differences.",International Movies
+s3065,Movie,Ishq Vishk,Ken Ghosh,"Shahid Kapoor, Amrita Rao, Shenaz Treasury, Vishal Malhotra, Kapil Jhaveri, Shabhir, Deepti Gujral, Yash Tonk, Satish Shah, Neelima Azim",India,"September 28, 2020",2003,129,"When the duplicitous Rajiv expresses his love for Payal, a cruel lie kicks off a story of self-discovery and unexpected romance.",Comedies
+s3066,Movie,Ishqedarriyaan,V. K. Prakash,"Suhasini Mulay, Kavin Dave, Evelyn Sharma",India,"March 1, 2018",2015,130,A young millionaire is willing to do anything to make the schoolteacher he loves happy. Even if it means helping her marry someone else.,Dramas
+s3067,Movie,Ishqiya,Abhishek Chaubey,"Naseeruddin Shah, Vidya Balan, Arshad Warsi, Salman Shahid, Anupama Kumar",India,"September 28, 2020",2009,115,A deceitful woman seduces two of her late husband’s crooked friends into helping her hatch a nefarious kidnapping plot for a hefty ransom.,Comedies
+s3068,Movie,Isi & Ossi,Oliver Kienle,"Lisa Vicari, Dennis Mojen, Walid Al-Atiyat, Christina Hecke, Zoë Straub, Lisa Hagmeister, Hans-Jochen Wagner, André Eisermann, Ernst Stötzner",Germany,"February 14, 2020",2020,113,A billionaire's daughter fakes a relationship with a cash-strapped boxer in order to coerce her parents into letting her pursue her culinary dreams.,Comedies
+s3071,Movie,Isoken,Jadesola Osiberu,"Dakore Akande, Joseph Benjamin, Marc Rhys, Funke Akindele, Lydia Forson, Damilola Adegbite, Tina Mba, Patrick Doyle",Nigeria,"December 15, 2019",2017,98,"Single at 34, Isoken is maneuvered by her mother toward a relationship with a black entrepreneur but finds herself drawn to a white photojournalist.",Comedies
+s3073,Movie,Issaq,Manish Tiwary,"Prateik, Amyra Dastur, Ravi Kishan, Prashant Narayanan, Rajeshwari Sachdev, Neena Gupta, Makarand Deshpande, Vineet Kumar Singh, Amit Sial, Prashantt Guptha, Sudhir Pandey, Evelyn Sharma, Sandeep Bose",India,"March 1, 2018",2013,140,Two young lovers in Banaras are caught in the crossfire of a feud between their powerful families and a political climate destroying their city.,Dramas
+s3074,Movie,It Comes at Night,Trey Edward Shults,"Joel Edgerton, Christopher Abbott, Carmen Ejogo, Riley Keough, Kelvin Harrison Jr., David Pendleton, Griffin Robert Faulkner",United States,"December 9, 2019",2017,92,"As danger stalks the world outside his isolated home, an overprotective father faces a tough decision when another family shows up seeking help.",Horror Movies
+s3076,Movie,It Takes a Man and a Woman,Cathy Garcia-Molina,"John Lloyd Cruz, Sarah Geronimo, Rowell Santiago, Al Tantay, Irma Adlawan, Joross Gamboa, Gio Alvarez, Matet De Leon, Miles Ocampo, Andre Garcia, Dante Rivero, Isabelle Daza",Philippines,"February 27, 2019",2013,127,"Laida and Miggy used to be in love, but now they're forced to work together in a professional capacity – and neither is completely over their past.",Comedies
+s3077,Movie,It Takes Two,Andy Tennant,"Kirstie Alley, Steve Guttenberg, Mary-Kate Olsen, Ashley Olsen, Philip Bosco, Jane Sibbett",United States,"November 20, 2019",1995,101,"The Olsen twins put a cute new spin on Mark Twain's classic tale ""The Prince and the Pauper,"" playing identical 9-year-olds from very different backgrounds: orphaned Amanda and wealthy Alyssa.",Children
+s3080,Movie,It's Her Day,Aniedi Anwah,"Bovi Ugboma, Amanda Ebeye, Shaffy Bello, Adunni Ade, Ini Dima-Okojie, 'Najite Dede, Gregory Ojefua, Thelma Ezeamaka, Femi Durojaiye, Ese Lami George, Toni Tones",Nigeria,"July 29, 2020",2016,112,"After a man promises his fiancé a dream wedding, he must keep up with her outrageous requests to have the most lavish ceremony possible.",Comedies
+s3081,Movie,It's Now or Never,Maria Ripoll,"Dani Rovira, María Valverde, Jordi Sánchez, Joaquín Núñez, Alicia Rubio, Clara Lago, Anna Gras, Gracia Olayo, Melody, Marta Pérez",Spain,"March 1, 2016",2015,91,"When Eva and Alex decide to wed in England, where they met three years earlier, obstacles including a labor strike and a volcano keep them apart.",Comedies
+s3083,Movie,"It's Okay, Buddy",Hani Hamdi,"Mahmood El-Laithi, Saad El Soghayar, Nermin Maher, Safinaz",Egypt,"June 6, 2019",2017,84,Two down-on-their-luck singers set out to marry wealthy women – but not everyone is happy to have them climb the social ladder.,Comedies
+s3085,Movie,Ittefaq,Abhay Chopra,"Sidharth Malhotra, Sonakshi Sinha, Akshaye Khanna",India,"April 3, 2018",2017,105,"A homemaker and a writer are prime suspects – and the only witnesses – in a double murder, and it’s up to one detective to uncover the elusive truth.",Dramas
+s3086,Movie,Iverson,Zatella Beatty,Allen Iverson,United States,"April 1, 2016",2014,88,"This unfiltered documentary follows the rocky life and stratospheric career of Allen Iverson, an NBA icon who left an indelible mark on the sport.",Documentaries
+s3087,Movie,Iyore,Frank Rajah Arase,"Rita Dominic, Joseph Benjamin, Okawa Shaznay, Paul Obazele, Yemi Blaq, Bukky Wright",Nigeria,"December 20, 2019",2015,141,A tragic romance unfolds during a teacher's lessons on the Benin empire after they begin to mirror her love life when her childhood love reappears.,Dramas
+s3092,Movie,Jaal,Umesh Mehra,"Jeetendra, Mithun Chakraborty, Rekha, Mandakini, Moon Moon Sen, Vinod Mehra, Tanuja, Amrit Pal",India,"December 8, 2017",1986,162,"When a mysterious woman hires Shankar to spy on a family, he must determine how his own father's abandonment figures into the situation.",Action
+s3093,Movie,Jaan-E-Mann: Let's Fall in Love... Again,Shirish Kunder,"Salman Khan, Akshay Kumar, Preity Zinta, Anupam Kher, Aman Verma, Javed Sheikh, Soni Razdan, Nawab Shah",India,"December 31, 2019",2006,163,"To avoid alimony payments, an aspiring actor schemes for his ex-wife to marry an unlikely suitor, but soon realizes he may not be ready to lose her.",Dramas
+s3094,Movie,Jaane Tu... Ya Jaane Na,Abbas Tyrewala,"Imran Khan, Genelia D'Souza, Manjari Fadnis, Ayaz Khan, Prateik, Ratna Pathak Shah, Arbaaz Khan, Sohail Khan",India,"January 10, 2021",2008,147,Soft-spoken Jai and spitfire beauty Aditi couldn't be more different – but their family and friends know that they're a perfect match.,Comedies
+s3095,Movie,Jab Harry Met Sejal,Imtiaz Ali,"Shah Rukh Khan, Anushka Sharma, Aru Krishansh Verma, Chandan Roy Sanyal, Evelyn Sharma, Kavi Shastri, Barbora Mudrochova, Paula Donner, Denis Dorokhov, Martavious Gayles",India,"December 2, 2017",2017,142,A philandering tour guide in Europe begins to develop feelings for one of his clients while helping her search for her lost engagement ring.,Comedies
+s3096,Movie,Jab We Met,Imtiaz Ali,"Shahid Kapoor, Kareena Kapoor, Tarun Arora, Dara Singh, Pavan Malhotra, Kamal Tiwari, Kiran Juneja, Divya Seth, Saumya Tandon",India,"September 28, 2020",2007,143,Changing fortunes await a wealthy but dejected industrialist when he meets a spirited chatterbox on a train in this breezy Bollywood romantic comedy.,Comedies
+s3097,Movie,Jack and the Cuckoo-Clock Heart,"Mathias Malzieu, Stéphane Berla","Orlando Seale, Samantha Barks, Harry Sadeghi, Stephane Cornicard, Jessie Buckley, Sophia Ellis, Barbara Scaff, Michelle Fairley, Richard Ridings, Howard Samuels",France,"February 8, 2017",2013,93,"Equipped with a mechanical heart and determined to stay out of death's shadow, young Jack understands that love could prove fatal.",Children
+s3099,TV Show,Jack Taylor,Stuart Orme,"Iain Glen, Killian Scott, Nora-Jane Noone, Tara Breathnach, Frank O'Sullivan",United States,"March 31, 2013",2016,1,Ken Bruen's bestselling crime novels leap to life in this series of TV movies featuring Irish cop-turned-private-investigator Jack Taylor.,Crime TV
+s3100,Movie,Jack Whitehall: At Large,Brian Klein,Jack Whitehall,United Kingdom,"October 24, 2017",2017,68,"Comedian Jack Whitehall takes the stage to tell stories about drinking, drugs, a Google Maps van and his ongoing rivalry with Robert Pattinson.",Stand-Up
+s3101,Movie,Jack Whitehall: Christmas with My Father,Richard van't Riet,"Jack Whitehall, Michael Whitehall, Hugh Bonneville, Graham Norton, Layton Williams, Andrew Lloyd Webber, Tim Rice, Tan France, Antoni Porowski, Jonathan Van Ness",United Kingdom,"December 12, 2019",2019,65,"Jack Whitehall invites his notoriously stuffy father onstage in London's West End for a Christmas comedy extravaganza, complete with celebrity guests.",Stand-Up
+s3102,Movie,Jack Whitehall: I'm Only Joking,"Dave Skinner, Freddie Waters",Jack Whitehall,United Kingdom,"July 21, 2020",2020,58,"Jack Whitehall hits the stage with hilarious tales about happy couples, life in hotels, human stupidity and his well-traveled father.",Stand-Up
+s3104,Movie,Jackie Brown,Quentin Tarantino,"Pam Grier, Samuel L. Jackson, Robert Forster, Bridget Fonda, Michael Keaton, Robert De Niro, Michael Bowen, Chris Tucker, LisaGay Hamilton, Tommy 'Tiny' Lister, Hattie Winston, Sid Haig",United States,"August 1, 2019",1997,154,"When an aging flight attendant's caught smuggling cash and forced to help with an investigation, she hatches a clever plan to make off with the dough.",Dramas
+s3105,Movie,Jackie: A Tale of Two Sisters,Edward Cotterill,Rachael Stirling,United Kingdom,"June 1, 2017",2017,44,"Rachael Stirling narrates this multifaceted portrait of former First Lady Jacqueline Kennedy Onassis and her younger sister, Lee Radziwill.",Documentaries
+s3106,Movie,Jackpot,Dustin Nguyen,"Chi Tai, Lan Ngoc, Dustin Nguyen, Thu Trang",Vietnam,"October 6, 2018",2015,92,A lottery ticket salesperson faces an ethical dilemma after setting aside a soon-to-be winning ticket for a customer to pick up and pay for later.,Comedies
+s3107,Movie,Jacob's Ladder,David M. Rosenthal,"Michael Ealy, Jesse Williams, Nicole Beharie, Guy Burnet, Joseph Sikora, Karla Souza, Ritchie Coster, Jon Eyez",United States,"December 22, 2019",2019,90,"After being reunited with a brother he thought was killed in combat, a former army medic begins to experience violent, paranoid visions.",Thrillers
+s3108,Movie,Jada,Kumaran,"Kathir, Kishore Kumar G., Roshini, Yogi Babu, Kishore",India,"February 7, 2020",2019,124,"Wishing to settle an old score, a promising soccer player defies his coach’s wishes and leads his team to participate in a violent form of the sport.",Dramas
+s3109,Movie,Jag älskar dig: En skilsmässokomedi,Johan Brisinger,"Björn Kjellman, Christine Meltzer, Rodolfo Corsato, Martina Haag, Sven-Bertil Taube, Anita Wall, Nour El-Refai",Sweden,"March 15, 2018",2016,91,"Tired of her passionless marriage, Marianne wants a separation from her husband, Gustav, who, in response, decides to make a big change of his own.",Comedies
+s3110,Movie,Jagat,Shanjey Kumar Perumal,"Harvind Raj, Jibrail Rajhula, Tinesh Sarathi Krishnan, Kuben Mahadevan, Senthil Kumaran Muniandy",Malaysia,"April 2, 2019",2015,76,"In early 1990s Malaysia, a Tamilian boy faces pressure from his immigrant father to focus on school but is drawn to his uncles’ lives of crime.",Dramas
+s3111,Movie,Jagga Jasoos,Anurag Basu,"Ranbir Kapoor, Katrina Kaif, Saurabh Shukla, Saswata Chatterjee, Rajatabha Dutta, Saravajeet Tiwari",India,"October 1, 2018",2017,155,"An eccentric, self-proclaimed detective goes on an action-packed hunt for his missing father, with an awkward but adventurous journalist by his side.",Action
+s3112,Movie,Jai Mummy Di,Navjot Gulati,"Poonam Dhillon, Supriya Pathak, Sunny Singh, Sonalli Sehgall, Rajendra Sethi, Veer Rajwant Singh, Danish Husain, Alok Nath",India,"March 14, 2020",2020,101,"Sick of keeping their love a secret from their constantly bickering mothers, a young couple seeks to uncover the cause of the women’s longstanding war.",Comedies
+s3113,Movie,Jail,Madhur Bhandarkar,"Neil Nitin Mukesh, Manoj Bajpayee, Mugdha Godse, Arya Babbar, Chetan Pandit, Rahul Singh, Navni Parihar, Manish Mehta",India,"December 31, 2019",2009,132,"Incarcerated for a crime he didn’t commit, a young man must navigate the crowded, cut-throat environment of prison as he awaits trial.",Dramas
+s3115,Movie,Jailbreak,Jimmy Henderson,"Jean-Paul Ly, Dara Our, Tharoth Sam, Dara Phang, Celine Tran, Savin Phillip, Sok Visal",Cambodia,"May 2, 2018",2017,92,Four cops escorting a mobster to a high-security prison fight for survival when a gang boss orchestrates a riot from outside to silence their charge.,Action
+s3117,Movie,Jal,Girish Malik,"Purab Kohli, Tannishtha Chatterjee, Kirti Kulhari, Yashpal Sharma, Mukul Dev, Saidah Jules, Ravi Gossain, Rahul Singh",India,"October 15, 2017",2013,132,A gifted young man from a drought-stricken village helps a group of ecologists find water for migrating flamingoes.,Dramas
+s3118,Movie,Jalpari: The Desert Mermaid,Nila Madhab Panda,"Lehar Khan, Krishang Trivedi, Parvin Dabas, Suhasini Mulay, V.M. Badola, Tannishtha Chatterjee, Rahul Singh, Harsh Mayar",India,"May 19, 2018",2012,94,"When they travel to their father's ancestral village, city kids expecting a natural paradise instead find a poor, dusty town that harbors secrets.",Dramas
+s3119,TV Show,James Acaster: Repertoire,Dan Lucchesi,James Acaster,United Kingdom,"March 27, 2018",2018,1,"Offbeat comic James Acaster covers the strange, the mundane and everything in between in this collection of four wide-ranging stand-up specials.",British TV
+s3120,TV Show,Jamtara - Sabka Number Ayega,Soumendra Padhi,"Amit Sial, Dibyendu Bhattacharya, Aksha Pardhasany, Sparsh Shrivastava, Monika Panwar, Anshumaan Pushkar",India,"January 10, 2020",2020,1,"A group of small-town young men run a lucrative phishing operation, until a corrupt politician wants in on their scheme – and a cop wants to fight it.",Crime TV
+s3121,Movie,Janaan,Azfar Jafri,"Armeena Rana Khan, Bilal Ashraf, Ali Rehman Khan, Hania Aamir, Usman Mukhtar, Nayyar Ejaz",Pakistan,"September 15, 2017",2016,132,"After 11 years in Canada, young Meena returns to her native Pakistan for a family wedding and becomes romantically entangled with an adopted cousin.",Comedies
+s3124,Movie,Jani Dueñas: Grandes fracasos de ayer y hoy,"Raúl Campos, Jan Suter",Jani Dueñas,Chile,"June 29, 2018",2018,77,"Chilean comedian and personality Jani Dueñas pours out her feelings on issues that are all too universal, from aging to dieting to sex.",Stand-Up
+s3125,Movie,Jaoon Kahan Bata Ae Dil,Aadish Keluskar,"Khushboo Upadhyay, Rohit Kokate, Himanshu Kohli, Mohammed Shakir",India,"August 9, 2019",2018,107,"A couple’s caustic, increasingly jarring interactions over a Mumbai evening strain their relationship until it threatens to break at its fraying seams.",Dramas
+s3128,Movie,Jarhead: Law of Return,Don Michael Paul,"Amaury Nolasco, Devon Sawa, Robert Patrick, Jeff Pierre, Ben Cross, Amos Tamam, Yael Eitan, Tsahi Halevi",Israel,"December 25, 2019",2019,103,"When a U.S. senator’s son is held captive by Hezbollah militiamen, a group of highly trained soldiers ventures into enemy territory to bring him home.",Action
+s3129,Movie,Jatt James Bond,Rohit Jugraj,"Gippy Grewal, Gurpreet Guggi, Zarine Khan",India,"October 1, 2018",2014,142,"Shinda loves Laali but can't have her, so he and his friends come up with an elaborate plan to solve all their problems and win her.",Comedies
+s3130,Movie,Jatts in Golmaal,Ksshitij Chaudhary,"Arya Babbar, Samiksha Singh, Gurpreet Guggi, Binnu Dhillon, Jaswinder Bhalla, B.N. Sharma, Veena Malik, Sardar Sohi",India,"November 1, 2018",2013,128,"Without fully realizing the consequences, a boy who wants to relocate from India to Canada sells his heart to a gangster in need of a transplant.",Comedies
+s3131,Movie,Jay and Silent Bob Strike Back,Kevin Smith,"Jason Mewes, Kevin Smith, Ben Affleck, Jeff Anderson, Brian O'Halloran, Shannon Elizabeth, Eliza Dushku, Ali Larter, Jennifer Schwalbach, Will Ferrell, Jason Lee",United States,"January 1, 2019",2001,105,"Jay and Silent Bob's comic book alter egos have been sold to Hollywood without permission, so they head to Tinseltown to sabotage the production.",Comedies
+s3132,Movie,Jealousy and medicine,Janusz Majewski,"Mariusz Dmochowski, Ewa Krzyżewska, Włodzimierz Boruński, Andrzej Mrowiec, Józef Rosiński, Piotr Kąkolewski, Beata Nowicka, Edmund Fetting, Grażyna Staniszewska, Andrzej Łapicki",Poland,"October 1, 2019",1973,97,"Tormented by mistrust, a businessman hires a cagey tailor to track his wife's whereabouts with her doctor only to send his mind further down an abyss.",Dramas
+s3133,Movie,Jefe,Sergio Barrejón,"Luis Callejo, Juana Acosta, Carlo D'Ursi, Josean Bengoetxea, Bárbara Santa-Cruz, Maica Barroso, Adam Jezierski, Sergio Quintana",Spain,"October 26, 2018",2018,90,"A rude, self-centered businessman seems to be on the brink of losing everything until a night janitor at his office helps him find redemption.",Comedies
+s3134,Movie,Jeff Dunham: All Over the Map,Robb Dipple,Jeff Dunham,United States,"November 16, 2019",2014,84,"America's most beloved ventriloquist hits the road, bringing along all of his most popular pals, including Achmed, Peanut and Walter.",Stand-Up
+s3135,Movie,Jeff Dunham: Arguing with Myself,Manny Rodriguez,Jeff Dunham,United States,"March 15, 2019",2006,69,"Playing straight man to partners half his size, ventriloquist Jeff Dunham – one of America's funniest comics – slays audiences across the country.",Stand-Up
+s3136,Movie,Jeff Dunham: Beside Himself,Troy Miller,Jeff Dunham,United States,"September 24, 2019",2019,58,"Jeff Dunham takes the stage in Dallas with his old pals Peanut, Walter, José Jalapeño, Bubba J and Achmed to poke fun at himself and American culture.",Stand-Up
+s3137,Movie,Jeff Dunham: Controlled Chaos,"Michael Simon, Matthew McNeil",Jeff Dunham,United States,"March 15, 2019",2011,97,"Politically incorrect and often raunchy humor pepper ventriloquist Dunham's live concert performance featuring characters Walter, Achmed and Peanut.",Stand-Up
+s3138,Movie,Jeff Dunham: Minding the Monsters,Manny Rodriguez,Jeff Dunham,United States,"March 15, 2019",2012,80,"Jeff Dunham returns with a haunted house full of his hysterical entourage, and each character stars in its own horror movie trailer.",Stand-Up
+s3139,Movie,Jeff Dunham: Relative Disaster,Michael Simon,Jeff Dunham,United States,"September 12, 2017",2017,71,Ventriloquist Jeff Dunham brings his rude and slightly demented posse of puppets to Ireland for a gleeful skewering of family and politics.,Stand-Up
+s3140,Movie,Jeff Dunham: Unhinged in Hollywood,Michael Simon,Jeff Dunham,United States,"January 1, 2020",2015,71,Unfiltered ventriloquist Jeff Dunham brings his ragtag crew of puppet pals to Hollywood for big laughs about celebrity culture and California living.,Stand-Up
+s3141,Movie,Jeff Dunham's Very Special Christmas Special,Michael Simon,"Jeff Dunham, Brian Haner",United States,"March 15, 2019",2008,85,"Politically incorrect, sometimes raunchy ventriloquist Jeff Dunham is joined by his irreverent cast of characters in this hilarious Christmas special.",Stand-Up
+s3142,Movie,Jeff Foxworthy and Larry the Cable Guy: We’ve Been Thinking...,Jay Karas,"Jeff Foxworthy, Larry the Cable Guy",United States,"August 26, 2016",2016,75,Grammy-nominated comedians Jeff Foxworthy and Larry the Cable Guy bring their distinctive brand of humor to a packed crowd in Minneapolis.,Stand-Up
+s3143,Movie,Jeff Garlin: Our Man In Chicago,Christopher Storer,Jeff Garlin,United States,"November 12, 2019",2019,59,"Comedian Jeff Garlin (unintentionally) celebrates his 37th year of stand-up and shares his learnings on love, loss, success and food addiction.",Stand-Up
+s3145,Movie,Jem and the Holograms,Jon M. Chu,"Aubrey Peeples, Stefanie Scott, Hayley Kiyoko, Aurora Perrineau, Juliette Lewis, Molly Ringwald, Ryan Guzman, Nathan Moore, Barnaby Carpenter, Nicholas Braun",United States,"April 16, 2020",2015,119,"After becoming an overnight star via the internet, teenage rocker Jem and her sisters journey to LA, where fame, fun and a family mystery await.",Dramas
+s3146,Movie,Jen Kirkman: I'm Gonna Die Alone (And I Feel Fine),Lance Bangs,Jen Kirkman,United States,"May 22, 2015",2015,78,"Jen Kirkman delivers some sharp, hilarious truths about divorce, kids, sex and turning 40 in this Netflix original comedy special.",Stand-Up
+s3147,Movie,Jen Kirkman: Just Keep Livin’?,Lance Bangs,Jen Kirkman,United States,"January 3, 2017",2017,69,"Incisive comic Jen Kirkman gets real about women's bodies, the value of alone time and an Italian private tour guide who may have been a ghost.",Stand-Up
+s3149,Movie,Jenny Slate: Stage Fright,Gillian Robespierre,Jenny Slate,United States,"October 22, 2019",2019,67,"Jenny Slate's first stand-up special is a mix of stage time, funny stories about adulthood and conversations with family in her childhood home.",Documentaries
+s3151,Movie,Jeremiah Tower: The Last Magnificent,Lydia Tenaglia,"Jeremiah Tower, Anthony Bourdain, Mario Batali, Ruth Reichl",Mexico,"December 20, 2017",2016,103,"This documentary profiles influential chef Jeremiah Tower, who played a pivotal role in the invention of a revolutionary new American cuisine.",Documentaries
+s3152,Movie,Jeremy Scott: The People's Designer,Vlad Yudin,Jeremy Scott,United States,"April 1, 2016",2015,109,The journey of fashion designer Jeremy Scott from humble roots on a Missouri farm to creative director of Moschino is charted in this documentary.,Documentaries
+s3154,Movie,Jerry Before Seinfeld,Michael Bonfiglio,Jerry Seinfeld,United States,"September 19, 2017",2017,62,"Jerry Seinfeld returns to the club that gave him his start in the 1970s, mixing iconic jokes with stories from his childhood and early days in comedy.",Stand-Up
+s3155,Movie,Jerry Seinfeld: 23 Hours To Kill,Joe DeMaio,Jerry Seinfeld,United States,"May 5, 2020",2020,61,"Jerry Seinfeld takes the stage in New York and tackles talking vs. texting, bad buffets vs. so-called ""great"" restaurants and the magic of Pop Tarts.",Stand-Up
+s3156,Movie,Jerry Seinfeld: Comedian,Christian Charles,"Jerry Seinfeld, Orny Adams, Colin Quinn, Bill Cosby, Robert Klein, Chris Rock, Garry Shandling, Jay Leno, Kevin Nealon, Ray Romano",United States,"November 7, 2017",2002,81,Christian Charles's documentary follows established comedian Jerry Seinfeld and up-and-comer Orny Adams as they navigate the stand-up circuit.,Documentaries
+s3157,Movie,Jerry Seinfeld: I'm Telling You for the Last Time,Marty Callner,Jerry Seinfeld,United States,"January 30, 2018",1998,69,"Months after his classic TV sitcom ends, the legendary comic returns to his stand-up roots to deliver his best jokes on a sold-out international tour.",Stand-Up
+s3158,Movie,Jersey Boys,Clint Eastwood,"John Lloyd Young, Erich Bergen, Michael Lomenda, Vincent Piazza, Christopher Walken, Mike Doyle, Renée Marino, Erica Piccininni, Joey Russo, Donnie Kehr, Katherine Narducci, Steve Schirripa",United States,"January 1, 2019",2014,134,"Adapted from the hit Broadway musical, this nostalgic look at the Four Seasons and their bumpy offstage lives stretches across four decades.",Dramas
+s3159,Movie,Jessica Darling's It List,Ali Scher,"Chloe East, Emma Rayne Lyle, Jane Widdop, Jane Sibbett, Eric Lutes, Blair Fowler, Ashley Liao, Eva Bella, Kimrie Lewis-Davis, Abraham Benrubi",United States,"August 1, 2017",2016,80,"Armed with popularity tips from her beautiful older sister, precocious Jessica Darling prepares to navigate the treacherous world of seventh grade.",Children
+s3160,Movie,Jesus: Countdown to Calvary,Gerry Hoban,Hugh Bonneville,Ireland,"April 1, 2019",2018,53,Host Hugh Bonneville traces Jesus' last days to learn how the execution of an itinerant Jewish preacher had an immense impact on society.,Documentaries
+s3161,Movie,Jewel's Catch One,C. Fitz,Jewel Thais-Williams,United States,"May 1, 2018",2016,84,"The story of famed L.A. nightclub Catch One and owner Jewel Thais-Williams, who defied all odds and provided a safe space for black LGBT communities.",Documentaries
+s3162,Movie,Jezebel,Numa Perrier,"Tiffany Tenille, Numa Perrier, Stephen Barrington, Bobby Field, Rockwelle Dortch, Zoe Tyson, Dennis Jaffee, Jessa Zarubica, RiRia, Charlie Taylor, Amy Aitken, Brett Gelman",United States,"January 16, 2020",2019,86,"During the internet's infancy, a vulnerable woman follows her sister into the sex industry as a webcam model but her sudden popularity tests their bond.",Dramas
+s3164,Movie,Jhankaar Beats,Sujoy Ghosh,"Rahul Bose, Sanjay Suri, Rinke Khanna, Riya Sen, Juhi Chawla, Shayan Munshi",India,"April 15, 2019",2003,131,"Juggling personal predicaments and workplace woes, three buddies and bandmates practice for their ultimate dream: winning a coveted music competition.",Comedies
+s3166,Movie,"Jim & Andy: The Great Beyond - Featuring a Very Special, Contractually Obligated Mention of Tony Clifton",Chris Smith,Jim Carrey,Canada,"November 17, 2017",2017,94,"Through the lens of his stunningly immersive performance as Andy Kaufman, Jim Carrey ponders the meaning of life, reality, identity and career.",Documentaries
+s3167,Movie,Jim Gaffigan: Beyond the Pale,Michael Drumm,Jim Gaffigan,United States,"August 11, 2016",2005,72,"Comedian Jim Gaffigan cuts loose on a variety of topics, including Hot Pockets, holidays, Catholicism and his favorite activity: doing nothing.",Stand-Up
+s3168,Movie,Jim Gaffigan: Cinco,Jeannie Gaffigan,Jim Gaffigan,United States,"January 10, 2017",2017,74,America's king of clean comedy delivers wickedly funny jokes in his fifth hour-long special.,Stand-Up
+s3169,Movie,Jim Gaffigan: King Baby,Troy Miller,Jim Gaffigan,United States,"August 11, 2016",2009,71,"Jim Gaffigan offers up his take on bacon, bowling and other weighty topics in this stand-up performance filmed live in Austin on his 2008 comedy tour.",Stand-Up
+s3170,Movie,Jim Gaffigan: Mr. Universe,Jay Karas,Jim Gaffigan,United States,"August 11, 2016",2012,77,"Funnyman Jim Gaffigan offers up his unique take on everything from Disney World to overweight whales in this live show from Washington, D.C.",Stand-Up
+s3171,Movie,Jim Gaffigan: Obsessed,Jay Chapman,Jim Gaffigan,United States,"August 11, 2016",2014,70,"Comic Jim Gaffigan delivers his sardonic take on topics like eating, exercise, weddings and his five kids in this live stand-up special.",Stand-Up
+s3172,Movie,Jim Jefferies : BARE,Shannon Hartman,Jim Jefferies,United States,"August 6, 2019",2014,77,"Nothing is sacred in this show from Australian comic Jim Jefferies, whether it’s the mother of his child, auditioning disabled actors, or gun control.",Stand-Up
+s3173,Movie,Jim Jefferies: Freedumb,Ryan Polito,Jim Jefferies,United States,"July 1, 2016",2016,87,"Returning for a second Netflix comedy special, Jim Jefferies unleashes his famously ferocious black humor to a packed house in Nashville, Tennessee.",Stand-Up
+s3175,Movie,Jim Jefferies: This Is Me Now,Scott Zabielski,Jim Jefferies,United States,"July 13, 2018",2018,71,"The gleefully irreverent Jefferies skewers ""grabby"" celebrities, political hypocrisy and his own ill-advised career moves in a brash stand-up special.",Stand-Up
+s3176,Movie,Jim Norton: Mouthful of Shame,Shannon Hartman,Jim Norton,United States,"March 14, 2017",2017,62,"In this unrestricted jaunt through a gleefully filthy mind, comic Jim Norton offers a personal perspective on romance, desire and sexual proclivities.",Stand-Up
+s3177,Movie,Jimi Hendrix,Joe Boyd,"Jimi Hendrix, Eric Clapton, Billy Cox",United States,"November 1, 2019",1973,102,"Jimi Hendrix's family, friends, and fellow musicians discuss his life and influence. Hendrix also appears in classic performance footage.",Documentaries
+s3178,Movie,Jimmy Carr: Funny Business,Sam Wrench,Jimmy Carr,United Kingdom,"March 18, 2016",2016,62,British comedian Jimmy Carr unleashes his deadpan delivery and wickedly funny one-liners to a sold-out audience at the UK's Hammersmith Apollo.,Stand-Up
+s3180,Movie,Jimmy Neutron: Boy Genius,John A. Davis,"Debi Derryberry, Jeffrey Garcia, Rob Paulsen, Megan Cavanagh, Mark DeCarlo, Carolyn Lawrence, Andrea Martin, Candi Milo, Crystal Scales, Martin Short, Patrick Stewart, Jim Cummings",United States,"January 1, 2020",2001,83,"When gooey green aliens kidnap all the adults in Retroville, it's up to 11-year-old Jimmy Neutron to come up with a plan to rescue them.",Children
+s3182,Movie,Jindua,Navaniat Singh,"Jimmy Shergill, Sargun Mehta, Neeru Bajwa, Bhavkhandan Singh Rakhra, Arkie Kandola, Nina Rehill, Rajiv Thakur, Harjap Singh Bhangal, Balinder Johal, Carolyn Bridget Kennedy, Sonia Dhillon, Jimmy Sheirgill",India,"December 1, 2019",2017,135,An Indian man in Canada marries a local citizen to legalize his immigration status. The only problem? His girlfriend isn't thrilled about his new wife.,Dramas
+s3183,Movie,Jingle Jangle: A Christmas Journey,David E. Talbert,"Forest Whitaker, Keegan-Michael Key, Hugh Bonneville, Anika Noni Rose, Madalen Mills, Phylicia Rashad, Ricky Martin, Justin Cornwell, Sharon Rose, Lisa Davina Phillip, Kieron Dyer",United States,"November 13, 2020",2020,124,"Decades after his trusted apprentice betrayed him, a once-joyful toymaker finds new hope when his kind and curious granddaughter comes into his life.",Children
+s3186,Movie,Jinxed,Stephen Herek,"Ciara Bravo, Jacob Bertrand, Elena Kampouris, Jack Griffo, Donavon Stinson, Keegan Connor Tracy, Jay Brazeau",United States,"November 2, 2019",2013,69,"After a century-old curse of bad luck, a determined teen embarks on a journey to break her family’s generational misfortune.",Children
+s3187,Movie,Jiro Dreams of Sushi,David Gelb,Jiro Ono,United States,"June 5, 2019",2011,79,"This documentary profiles sushi chef Jiro Ono, an 85-year-old master whose 10-seat, $300-a-plate restaurant is legendary among Tokyo foodies.",Documentaries
+s3189,Movie,Jo Koy: Comin' In Hot,Shannon Hartman,Jo Koy,United States,"June 12, 2019",2019,60,"Comedian Jo Koy takes center stage in Hawaii and shares his candid take on cultural curiosities, filter-free fatherhood and more.",Stand-Up
+s3190,Movie,Jo Koy: In His Elements,Michael McKay,"Jo Koy, Andrew Lopez, Joey Guila, Andrew Orolfo",United States,"June 12, 2020",2020,55,"Jo Koy brings the laughs and beats to Manila, spotlighting local culture in a one-of-a-kind show featuring Filipino American comedians, DJs and B-boys.",Stand-Up
+s3191,Movie,Jo Koy: Live from Seattle,Shannon Hartman,Jo Koy,United States,"March 28, 2017",2017,63,"Between raising a teenage boy and growing up with a Filipino mother, stand-up comic Jo Koy has been through a lot. He's here to tell you all about it.",Stand-Up
+s3192,Movie,Jo Pil-ho: The Dawning Rage,Lee Jeong-beom,"Lee Sun-kyun, Jeon So-nee, Park Hae-joon, Song Young-chang, Park Byung-eun, Lim Hyung-kuk, Kim Min-jae, Kwon Han-sol, Nam Mun-cheol, Lim Cheol-su",South Korea,"May 3, 2019",2018,128,"On the run from a dogged internal affairs agent, a corrupt cop reluctantly teams up with a defiant teen to unravel a conspiracy – before it's too late.",Dramas
+s3193,Movie,Joan Didion: The Center Will Not Hold,Griffin Dunne,Joan Didion,United States,"October 27, 2017",2017,98,"Literary icon Joan Didion reflects on her remarkable career and personal struggles in this intimate documentary directed by her nephew, Griffin Dunne.",Documentaries
+s3194,Movie,Joan Rivers: Don't Start with Me,Scott L. Montoya,Joan Rivers,United States,"July 3, 2018",2012,69,"At 78, Joan Rivers has no interest in slowing down, and no one's immune from her caustic barbs in this stand-up special.",Stand-Up
+s3196,Movie,Jodhaa Akbar,Ashutosh Gowariker,"Hrithik Roshan, Aishwarya Rai Bachchan, Sonu Sood, Poonam Sinha, Suhasini Mulay, Ila Arun, Raza Murad, Kulbhushan Kharbanda, Abeer Abrar",India,"October 1, 2018",2008,214,"In 16th-century India, what begins as a strategic alliance between a Mughal emperor and a Hindu princess becomes a genuine opportunity for true love.",Action
+s3198,Movie,Joe Mande’s Award-Winning Comedy Special,Daniel Gray Longino,Joe Mande,United States,"July 25, 2017",2017,67,"Stand-up comic Joe Mande aims for critical adulation with this special that covers dating shows, ""Shark Tank,"" Jewish summer camp and much more.",Stand-Up
+s3200,Movie,Joe Rogan: Triggered,Anthony Giordano,Joe Rogan,United States,"October 21, 2016",2016,64,"Unleashing his inquisitive, intense comedic style, Rogan explores everything from raising kids and Santa Claus to pot gummies and talking to dolphins.",Stand-Up
+s3202,Movie,John & Yoko: Above Us Only Sky,Michael Epstein,"John Lennon, Yoko Ono",United Kingdom,"May 1, 2019",2018,90,"Featuring interviews and never-before-seen footage, this film tells the story behind John Lennon and Yoko Ono’s seminal 1971 album, “Imagine.”",Documentaries
+s3203,Movie,John Carter,Andrew Stanton,"Taylor Kitsch, Lynn Collins, Samantha Morton, Willem Dafoe, Thomas Haden Church, Mark Strong, Ciarán Hinds, Dominic West, James Purefoy, Bryan Cranston, Polly Walker, Daryl Sabara, Art Malik, Eileen Page, Amanda Clayton, Davood Ghadami, Daniel O'Meara, Jill Baker, Josh Daugherty, Oliver Boot, Philip Arditti, Arkie Reece, Joe Billingiere, Don Stark, Darwin Shaw, Figs Jackman, David Schwimmer, Emma Clifford, Christopher Goodman, Cate Fowler, Sean Carrigan, Dusty Sorg, Steven Cree, Phil Cheadle, Holly Weston, Nicholas Woodeson, Rupert Frazer, Edmund Kente",United States,"May 2, 2019",2012,133,"One minute, Civil War veteran John Carter is evading Apaches; the next, he's waking up on Mars, a once-fruitful planet that's devolved into chaos.",Action
+s3204,Movie,John Day,Ahishor Solomon,"Naseeruddin Shah, Randeep Hooda, Shernaz Patel, Elena Kazan, Sharat Saxena, Vipin Sharma, Denzil Smith, Kenneth Desai, Sushil Pandey",India,"December 31, 2019",2013,125,"A bank manager and his wife, still grieving over their daughter who died in a fire, become pawns in a bank heist with ties to corruption and fraud.",International Movies
+s3205,Movie,John Henry,Will Forbes,"Terry Crews, Ludacris, Jamila Velazquez, J.J. Soria, Ken Foree, Daffany Clark, Kimberly Hébert-Gregory, Tyler Alvarez",United States,"May 9, 2020",2020,92,A reformed LA gang member upends his peaceful new life when he steps in to protect two young immigrants from his violent former leader.,Dramas
+s3208,Movie,John Mulaney & The Sack Lunch Bunch,Rhys Thomas,"John Mulaney, Alexander Bello, Tyler Bourke, Ava Briglia, Cordelia Comando, Camille De La Cruz, Oriah Elgrabli, Jake Ryan Flynn, Orson Hong, Isabella Iannelli, Jacob Laval, Suri Marrero, Zell Steele Morrow, Jonah Mussolino, Lexi Perkel, Linder Sutton",United States,"December 24, 2019",2019,70,"John Mulaney and his kid pals tackle existential topics for all ages with catchy songs, comedy sketches and special guests in a nostalgic variety special.",Children
+s3209,Movie,John Mulaney: Kid Gorgeous at Radio City,Alex Timbers,John Mulaney,United States,"May 1, 2018",2018,65,"John Mulaney relays stories from his childhood and “SNL,” eviscerates the value of college and laments getting older in this electric comedy special.",Stand-Up
+s3210,Movie,John Mulaney: New in Town,Ryan Polito,John Mulaney,United States,"April 1, 2018",2012,60,"Stand-up comedian John Mulaney tackles such red-hot topics as quicksand, Motown singers and an elderly man he once met in a bathroom.",Stand-Up
+s3211,Movie,John Mulaney: The Comeback Kid,Rhys Thomas,John Mulaney,United States,"November 13, 2015",2015,62,"Armed with boyish charm and a sharp wit, the former ""SNL"" writer offers sly takes on marriage, his beef with babies and the time he met Bill Clinton.",Stand-Up
+s3216,Movie,Joker,Shirish Kunder,"Akshay Kumar, Sonakshi Sinha, Shreyas Talpade, Minissha Lamba, Pitobash, Darshan Jariwala, Alexx O'Nell, Asrani, Sanjay Mishra, Vrijesh Hirjee",India,"August 2, 2018",2012,98,A remote village situated neither in India or Pakistan becomes its own republic after inmates at the local mental asylum bust loose and take over.,Comedies
+s3217,Movie,Jonaki,Aditya Vikram Sengupta,"Lolita Chatterjee, Sumanto Chattopadhyay, Ratnabali Bhattacharjee, Jim Sarbh, Indrajit Sinha, Sandershika Tamang, Arunima Sinha, Satya Priya Chakraborty, Christel Das, Burjor Patel",India,"May 16, 2019",2018,96,"In this quiet, wistful drama, a woman on her deathbed searches her fraying memories for love and fulfillment through surreal, meditative tableaux.",Dramas
+s3218,Movie,Jonas,Lô Politi,"Jesuíta Barbosa, Laura Neiva, Criolo, Ana Cecília Costa, João Fábio Cabral, Ariclenes Barroso, Karol Conká, Chay Suede, Luciana Souza, Chris Couto, Roberto Berindelli",Brazil,"February 26, 2017",2015,97,"During Carnival, two teens from different classes meet years after being kept apart. Bad decisions lead the boy to hide with the girl inside a float.",Dramas
+s3219,Movie,Jonathan,Bill Oliver,"Ansel Elgort, Suki Waterhouse, Douglas Hodge, Patricia Clarkson, Matt Bomer, Souleymane Sy Savane, Shunori Ramanathan, Joe Egender",United States,"April 16, 2019",2018,101,"Two siblings share a body, each getting it for 12 hours a day. But when one of them breaks the rules, their whole way of life comes crashing down.",Dramas
+s3220,TV Show,Jonathan Strange & Mr Norrell,Toby Haynes,"Eddie Marsan, Bertie Carvel, Marc Warren, Charlotte Riley, Alice Englert, Samuel West, Enzo Cilenti, Paul Kaye, Edward Hogg, Ariyon Bakare",United Kingdom,"August 25, 2016",2015,1,"In 1806, ambitious magician Norrell leads a revival of practical magic in England and ignites a fierce rivalry with bold young conjurer Strange.",British TV
+s3221,Movie,Jora 10 Numbaria,Amardeep Singh Gill,"Deep Sidhu, Dharmendra, Ashish Duggal, Aman Hundal, Pali Sidhu, Mukesh Tiwari, Mukul Dev",India,"January 1, 2018",2017,135,"The wounds of a traumatic childhood and a corrupt, unjust system push a young man into becoming a cold-blooded, ruthless gangster.",Action
+s3222,Movie,Joseph: King of Dreams,"Rob LaDuca, Robert C. Ramirez","Ben Affleck, Mark Hamill, Richard Herd, Maureen McGovern, Jodi Benson, Judith Light, James Eckhouse, Richard McGonagle, David Campbell, Steven Weber, Dan Castellaneta, Rene Auberjonois, Ken Hudson Campbell, Tom Virtue, Jeff Bennett",United States,"September 27, 2011",2000,75,"With his gift of dream interpretation and his brilliantly colored coat, Joseph inspires jealousy in his brothers in this animated Bible story.",Children
+s3225,Movie,Journey to Greenland,Sébastien Betbeder,"Thomas Blanchard, Thomas Scimeca, François Chattot, Ole Eliassen, Adam Eskilden",France,"January 29, 2017",2016,99,"When they flee Paris for a remote village in Greenland, two part-time actors become immersed in the archaic Inuit culture and forge unexpected bonds.",Comedies
+s3226,Movie,Joy,Sudabeh Mortezai,"Anwulika Alphonsus, Mariam Precious Sanusi, Angela Ekeleme",Austria,"May 24, 2019",2019,101,"Close to paying off her debts, a Nigerian sex worker in Austria coaches a reluctant novice, and assesses the risks of taking a faster path to freedom.",Dramas
+s3230,Movie,Juanita,Clark Johnson,"Alfre Woodard, Adam Beach, LaTanya Richardson Jackson, Marcus Henderson, Blair Underwood, Ashlie Atkinson, Tsulan Cooper",United States,"March 8, 2019",2019,90,"Burdened by troubles in life and love, a mother of three grown children searches for hope and healing on an impromptu trip to Paper Moon, Montana.",Dramas
+s3231,Movie,Judah Friedlander: America Is the Greatest Country in the United States,Judah Friedlander,Judah Friedlander,United States,"October 31, 2017",2017,84,"Deadpan comic and self-proclaimed world champion Judah Friedlander performs over several nights in New York, explaining why America is No. 1.",Stand-Up
+s3232,Movie,Judd Apatow: The Return,Marcus Raboy,Judd Apatow,United States,"December 12, 2017",2017,70,"Judd Apatow returns to stand-up comedy after 25 years, riffing on living with three women, amusing moments from his career and much more.",Stand-Up
+s3233,Movie,Judge Singh LLB,Atharv Baluja,"Ravinder Grewal, B.N. Sharma, Sardar Sohi, Chandan Prabhakar, Anita Devgan, Harpal Singh, Hardeep Gill, Surbhi Mahendru",India,"October 1, 2018",2015,137,"Framed by a politician for committing murder, a lower-class boy hires the only counsel he can afford: a lawyer with no courtroom experience.",Comedies
+s3234,Movie,Judwaa,David Dhawan,"Salman Khan, Karisma Kapoor, Rambha, Kader Khan, Anupam Kher, Shakti Kapoor, Bindu, Reema Lagoo, Satish Shah, Mukesh Rishi",India,"December 31, 2019",1997,133,"Separated at birth, a pair of identical twins unexpectedly reunite as adults and embark on a madcap mission to take down a common enemy from their past.",Comedies
+s3235,Movie,Judwaa 2,David Dhawan,"Varun Dhawan, Jacqueline Fernandez, Tapsee Pannu, Rajpal Yadav, Sachin Khedekar, Anupam Kher, Zakir Hussain, Pavan Malhotra",India,"March 1, 2018",2017,145,"Separated at birth, twins Raja and Prem couldn't be more different. But when fate puts them both in London, they start being mistaken for each other.",Action
+s3236,Movie,Judy Moody and the Not Bummer Summer,John Schultz,"Jordana Beatty, Heather Graham, Parris Mosteller, Preston Bailey, Kristoffer Ryan Winters, Garrett Ryan, Jaleel White, Ashley Boettcher, Taylar Hender, Cameron Boyce, Jenica Bergere, Janet Varney",United States,"August 8, 2019",2011,91,"In this family film, never-dull third-grader Judy Moody embarks on a summer adventure with her brother, Stink, and always-up-for-fun Aunt Opal.",Children
+s3238,Movie,Julie & Julia,Nora Ephron,"Meryl Streep, Amy Adams, Stanley Tucci, Chris Messina, Linda Emond, Helen Carey, Mary Lynn Rajskub, Jane Lynch, Joan Juliet Buck",United States,"January 1, 2021",2009,123,"In this heartwarming tale, Julie Powell decides to spice up her uneventful life by cooking all 524 recipes outlined in Julia Child's classic cookbook.",Comedies
+s3239,TV Show,Julie and the Phantoms,Kenny Ortega,"Madison Reyes, Charlie Gillespie, Owen Patrick Joyner, Jeremy Shada, Jadah Marie, Sacha Carlson, Savannah Lee May, Cheyenne Jackson, Carlos Ponce, Booboo Stewart, Sonny Bustamante",United States,"September 10, 2020",2020,1,"Julie lost her passion for music when she lost her mom. But when three ghostly guys appear and lift her spirits, they decide to start a band together!",Kids
+s3244,Movie,Jumping the Broom,Salim Akil,"Angela Bassett, Paula Patton, Laz Alonso, Loretta Devine, Meagan Good, Tasha Smith, Julie Bowen, DeRay Davis, Valarie Pettiford, Pooch Hall, Tenika Davis, T.D. Jakes, Mike Epps, Romeo Miller, Marguerite McNeil, El DeBarge, Brian Stokes Mitchell, Gary Dourdan",United States,"November 1, 2020",2011,113,"After a whirlwind romance, a couple rushes to say ""I do"" at the bride's family estate on Martha's Vineyard, where their relations meet — and clash.",Comedies
+s3245,Movie,Junebug,Phil Morrison,"Amy Adams, Embeth Davidtz, Ben McKenzie, Alessandro Nivola, Frank Hoyt Taylor, Celia Weston, Scott Wilson, Jill Wagner, Victoria Jackson, Chuck Russell, Jerry Minor, Matt Besser",United States,"March 1, 2019",2005,107,"When a big-city art dealer travels to North Carolina to meet her new husband's small-town family, their trip gives rise to a multitude of problems.",Comedies
+s3246,Movie,Jupiter Ascending,"Lana Wachowski, Lilly Wachowski","Mila Kunis, Channing Tatum, Sean Bean, Eddie Redmayne, Douglas Booth, Tuppence Middleton, Nikki Amuka-Bird, Christina Cole, James D'Arcy, Gugu Mbatha-Raw",United States,"August 1, 2019",2015,128,A young impoverished woman learns she's been predestined to change the fate of the universe after a genetically engineered hunter tracks her down.,Action
+s3248,Movie,Just Another Christmas,Roberto Santucci,"Leandro Hassum, Elisa Pinheiro, Danielle Winits, Louise Cardoso, Rodrigo Fagundes, Arianne Botelho, Miguel Rômulo, José Rubens Chachá, Levi Ferreira, Daniel Filho",Brazil,"December 3, 2020",2020,101,"Stuck in a time loop where it's forever Christmas, a family man who hates the holiday starts to learn valuable lessons about what's important in life.",Comedies
+s3249,Movie,Just Another Love Story,Ole Bornedal,"Anders W. Berthelsen, Rebecka Hemse, Nikolaj Lie Kaas, Charlotte Fich, Dejan Cukic, Karsten Jansfort, Flemming Enevold, Bent Mejding, Ewa Fröling, Josephine Raahauge, Timm Vladimir, Ditte Hansen",Denmark,"May 5, 2009",2007,104,"When he causes a car accident that leaves a young woman with amnesia, a man finds himself telling incredible lies to make her and her family happy.",Dramas
+s3250,Movie,Just Friends,Roger Kumble,"Anna Faris, Ty Olsson, Julie Hagerty, Amy Smart, Chris Marquette, Fred Ewanuick, Amy Matysio, Chris Klein, Ryan Reynolds, Stephen Root",Germany,"September 1, 2019",2005,94,"Years after high school, a once-portly nice guy comes home for the holidays and reunites with a former crush he still has feelings for.",Comedies
+s3251,Movie,Just Love,"Andy Caballero, Diego Corsini","Franco Masini, Yamila Saud, Victorio D'Alessandro, Andrea Frigerio, Gerardo Romano, Bautista Lena, Josefina Ramírez, Noel Schajris, Diana Hernández, Daniela Aita",Argentina,"January 24, 2019",2018,96,"Inspired by his love affair with a conservative lawyer, the lead singer of a struggling garage band pens a hit song that propels him to fame.",Dramas
+s3252,Movie,Just The Way You Are,Theodore Boborol,"Enrique Gil, Liza Soberano, Yves Flores, Sue Ramirez, Erin Ocampo, Yayo Aguila, Alex Diaz, Jon Lucas, Chienna Filomeno, Marco Gumabao, Myrtle Sarrosa, Kyra Custodio, Miguel Vergara, Tonton Gutierrez, Ricky Davao, Sunshine Cruz",Philippines,"December 10, 2020",2016,107,An overconfident teen bets he can make a homely transfer student fall in love with him in 30 days — but the wager starts to play games with his heart.,International Movies
+s3254,Movie,Justice,Richard Gabai,"Nathan Parsons, Jamie-Lynn Sigler, Ellen Hollman, John Lewis, Niko Foster, Quinton Aaron, Jackson Rathbone, Robert Carradine, Lesley-Anne Down, Stephen Lang",United States,"February 1, 2020",2017,92,"A U.S. Marshal arrives at a small town in Nevada, only to learn that his preacher brother is dead after standing up to the town's mayor and outlaws.",Uncategorized
+s3256,Movie,"Justice, My Foot!",Johnnie To,"Stephen Chow, Anita Mui, Carrie Ng, Wai Ai, Benjamin Chan, Ka Sang Cheung, Wing Cho, Paul Chun, Eddy Ko, Chi Ming Lau",Hong Kong,"August 31, 2018",1992,95,Slick lawyer Sung fears he's been cursed with bad karma and considers giving up his practice – until he's approached by a widow accused of murder.,Action
+s3257,Movie,Justin Bieber: Never Say Never,Jon M. Chu,"Justin Bieber, Ludacris, Usher Raymond, Jaden Smith, Miley Cyrus, Sean Kingston, Boyz II Men",United States,"January 1, 2018",2011,106,"Teen idol Justin Bieber provides personal snapshots from throughout his career, culminating with scenes from his triumphant 2010 concert tour.",Documentaries
+s3258,Movie,Justin Timberlake + the Tennessee Kids,Jonathan Demme,Justin Timberlake,United States,"October 12, 2016",2016,90,"On the final nights of a world tour, director Jonathan Demme captures what makes the show soar: gifted musicians, deft dancers and a magnetic star.",Music
+s3261,Movie,Justine,Stephanie Turner,"Stephanie Turner, Glynn Turman, Daisy Prescott, Darby Stanchfield, Josh Stamberg, Bridget Kallal, Ravi Cabot-Conyers, Cleo King, Melanie Hutsell",United States,"March 13, 2020",2019,106,"A widowed, single mom takes a job caring for a young girl with spina bifida, and the two discover they have more in common than they realized.",Dramas
+s3263,Movie,K-19: The Widowmaker,Kathryn Bigelow,"Harrison Ford, Liam Neeson, Peter Sarsgaard, Sam Spruell, Joss Ackland, Peter Stebbings, Christian Camargo, Sam Redford, John Shrapnel, Donald Sumpter",United Kingdom,"November 21, 2019",2002,138,"On board Russia's first nuclear ballistic submarine, Capt. Vostrikov must race against time to prevent a Chernobyl-like explosion.",Action
+s3265,Movie,K-on! the movie,Naoko Yamada,"Aki Toyosaki, Yoko Hikasa, Satomi Sato, Minako Kotobuki, Ayana Taketatsu, Asami Sanada, Madoka Yonezawa, Chika Fujito, Yoriko Nagata",Japan,"November 15, 2019",2011,110,The seniors in Sakuragaoka High School's music club live out the graduation trip of their dreams when they celebrate by performing in London.,Anime Features
+s3269,Movie,Küçük Esnaf,Bedran Güzel,"İbrahim Büyükak, Zeynep Koçak, Gupse Özay, Cengiz Bozkurt",Turkey,"April 28, 2020",2016,100,"As an honest locksmith scrambles to pay his late father's hefty debt to the mafia, he crosses paths with a woman in similar trouble and falls for her.",Comedies
+s3271,Movie,Kaabil,Sanjay Gupta,"Hrithik Roshan, Yami Gautam, Ronit Roy, Rohit Roy, Narendra Jha, Girish Kulkarni, Sahidur Rahaman, Suresh Menon",India,"June 25, 2017",2017,139,"The happy life of a young blind couple is shattered when the wife is raped and corrupt police won't help, sending the husband on a quest for revenge.",Dramas
+s3272,Movie,Kaagar,Makarand Mane,"Rinku Rajguru, Shubhankar Tawde, Shashank Shende, Suhas Palshikar, Bharati Patil, Milind Pathak, Umesh Jagtap, Shantanu Gangane, Vitthal Kale, Mahesh Bhosale",India,"September 10, 2020",2019,130,"When an activist begins aiding a shrewd political advisor — also his girlfriend’s father, personal agendas lead to betrayal as love and duty clash.",Dramas
+s3273,Movie,Kaakan,Kranti Redkar,"Jitendra Joshi, Urmila Kanitkar, Ashutosh Gaikwad, Ashok Shinde, Madhavi Juvekar",India,"March 1, 2018",2015,132,"Star-crossed lovers from different social strata struggle to overcome differences in class and family expectation, as well as a long separation.",Dramas
+s3274,Movie,Kaake Da Viyah,Rai Yuvraj Bains,"Priti Sapru, Nirmal Rishi, Jordan Sandhu, Prabh Grewal, Karamjit Anmol, Harby Sangha, Gurmeet Sajan, Prince Kanwaljit Singh",India,"August 23, 2019",2019,133,"In this zany comedy, a man is torn between the girl he loves and the respective women his warring mother and grandmother have chosen for him to marry.",Comedies
+s3275,Movie,Kaal,Soham Shah,"Ajay Devgn, Vivek Oberoi, John Abraham, Lara Dutta, Esha Deol, Vishal Malhotra, Kushal Punjabi, Vineet Sharma",India,"April 1, 2020",2005,126,"Trapped in a national park, a tiger expert and a group of hunters turn to an enigmatic local for help when they mysteriously begin to die one by one.",Horror Movies
+s3276,Movie,Kaali Khuhi,Terrie Samundra,"Shabana Azmi, Leela Samson, Sanjeeda Sheikh, Satyadeep Misra, Riva Arora, Hetvi Bhanushali, Rose Rathod",India,"October 30, 2020",2020,91,"When a restless spirit curses a village that has a history of female infanticide, the town's fate lies in the hands of a 10-year-old girl.",Horror Movies
+s3277,Movie,Kaalia,Tinnu Anand,"Amitabh Bachchan, Asha Parekh, Parveen Babi, Amjad Khan, Pran, K.N. Singh, Sajjan, Murad, Kader Khan, Jagdeep",India,"December 31, 2019",1981,173,"Jailed for robbing his brother’s unscrupulous employer, a simpleton has a transformation while in prison, emerging with a violent mission for revenge.",Action
+s3278,Movie,Kaaliyan,Jijo Pancode,"Tini Tom, Meghanathan, Balachandran Chullikadu, Shivaji Guruvayoor, Kottayam Purushan, Nithin George, Grace Antony, Shalu",India,"August 1, 2018",2017,105,"An aggressive, wayward fisherman abandons his wife and daughters, who grow up to face the consequences of their father's mistakes.",Dramas
+s3279,Movie,Kabali (Hindi Version),Pa. Ranjith,"Rajnikanth, Winston Chao, Radhika Apte, Nassar, Dhansika, Kalaiyarasan, Dinesh, John Vijay, Kishore Kumar G., Riythvika",India,"December 15, 2017",2016,148,"In this Hindi version of the Tamil blockbuster, a Tamil gang leader in Kuala Lumpur seeks justice for crimes committed against him and his family.",Action
+s3281,Movie,Kabhi Alvida Naa Kehna,Karan Johar,"Amitabh Bachchan, Shah Rukh Khan, Abhishek Bachchan, Rani Mukerji, Preity Zinta, Kiron Kher, Arjun Rampal",India,"April 1, 2020",2006,192,"Unhappy in their respective marriages, an ex-footballer and a teacher find true love in each other, but guilt, jealousy and tragedy cloud their affair.",Dramas
+s3282,Movie,Kabhi Haan Kabhi Naa,Kundan Shah,"Shah Rukh Khan, Suchitra Krishnamoorthi, Deepak Tijori, Rita Bhaduri, Satish Shah, Anjan Srivastav, Goga Kapoor, Tiku Talsania, Ravi Baswani, Naseeruddin Shah",India,"May 15, 2017",1994,151,A dreamer falls for a girl who is in love with someone else and tries to create a rift between her and the man she loves.,Comedies
+s3283,Movie,Kabhi Khushi Kabhie Gham,Karan Johar,"Amitabh Bachchan, Jaya Bhaduri, Shah Rukh Khan, Kajol, Hrithik Roshan, Kareena Kapoor, Rani Mukerji, Farida Jalal, Himani Shivpuri, Alok Nath",India,"April 1, 2020",2001,209,"Years after his father disowns his adopted brother for marrying a woman of lower social standing, a young man goes on a mission to reunite his family.",Dramas
+s3284,Movie,Kabir Singh,Sandeep Reddy Vanga,"Shahid Kapoor, Kiara Advani, Suresh Oberoi, Arjan Bajwa, Adil Hussain, Nikita Dutta, Kamini Kaushal, Anurag Arora",India,"September 19, 2019",2019,171,"An exalted but short-fused surgeon plunges into a spiral of drugs, alcohol and rage after his intense relationship with his girlfriend turbulently ends.",Dramas
+s3285,Movie,Kacche Dhaagey,Buta Singh,"Yograj Singh, Nitu Pandher, Deep Mandian, Shreya Chawla, Jagpal Singh Chahal, Jyoti Sharma, Janak Joshi, Karan Vinayak",India,"November 1, 2017",2016,120,"While visiting India for her cousin's wedding, a Canadian girl develops strong feelings for a boy from a lower caste.",Dramas
+s3286,Movie,Kahaani,Sujoy Ghosh,"Vidya Balan, Parambrata Chatterjee, Dhritiman Chatterjee, Saswata Chatterjee, Indraneil Sengupta, Nawazuddin Siddiqui, Darshan Jariwala, Masood Akhtar, Riddhi Sen",India,"June 26, 2019",2012,122,"Pregnant and alone in the city of Kolkata, a woman begins a relentless search for her missing husband, only to find that nothing is what it seems.",International Movies
+s3287,Movie,Kahlil Gibran's The Prophet,"Roger Allers, Gaëtan Brizzi, Paul Brizzi, Joan C. Gratz, Mohammed Saeed Harib, Tomm Moore, Nina Paley, Bill Plympton, Joann Sfar, Michael Socha","Liam Neeson, Salma Hayek, John Krasinski, Frank Langella, Alfred Molina, John Rhys-Davies, Quvenzhané Wallis",United States,"October 1, 2017",2014,85,A troubled young girl and her mother find solace on a journey with a subversive poet whose words captivate their hearts and imaginations.,Children
+s3288,Movie,Kai Po Che!,Abhishek Kapoor,"Rajkummar Rao, Amit Sadh, Sushant Singh Rajput, Amrita Puri, Digvijay Deshmukh, Asif Basra, Manav Kaul, Ashish Kakkad",India,"November 1, 2018",2013,120,This Bollywood drama tells the story of three best friends who dream of starting a cricket training academy in Ahmedabad for very different reasons.,Dramas
+s3289,Movie,Kajraare,Pooja Bhatt,"Himesh Reshammiya, Sara Loren, Amrita Singh, Gulshan Grover, Javed Sheikh, Adnan Shah, Natasha Sinha, Gaurav Chanana, Anupam Shyam",India,"October 22, 2017",2010,113,"A popular singer on the run poses as a bartender and falls in love with a prostitute, but their love is threatened by a violent incident in his past.",Dramas
+s3291,Movie,Kal Ho Naa Ho,Nikkhil Advani,"Shah Rukh Khan, Saif Ali Khan, Preity Zinta, Jaya Bhaduri, Sushma Seth, Reema Lagoo, Lillete Dubey, Delnaaz Paul",India,"April 1, 2020",2003,187,An uptight MBA student falls for the charismatic new neighbor who charms her troubled family – but he has a secret that forces him to push her away.,Comedies
+s3292,Movie,Kalakalappu,Sundar C.,"Vimal, Anjali, Shiva, Oviya, Santhanam, John Vijay, M. Ilavarasu, Manobala",India,"November 1, 2018",2012,154,"Cheenu dreams of resurrecting the restaurant he has inherited to its former glory, but his brother, a compulsive gambler, loses the place to a cop.",Comedies
+s3293,Movie,Kaleidoscope,Rupert Jones,"Toby Jones, Anne Reid, Sinead Matthews, Cecilia Noble, Karl Johnson, Frederick Schmidt, Deborah Findlay, Manjinder Virk",United Kingdom,"May 8, 2018",2016,99,A quiet ex-con's tenuous grip on reality starts to slip when his manipulative mother brings out a part of him he hoped to leave behind.,Thrillers
+s3294,Movie,Kalek Shanab,Hani Al-Shaibani,"Saad Abdullah, Mohamed Alkendi, Ammar Rahma, Maria Khan, Msabeh Bin Hashim, Hani Abd Al Ghani, Zayed Mohammed Mahmoud, Khaled Abdullah",United Arab,"June 1, 2020",2019,80,"After a wild night of partying on the town, three buddies wake up to discover they've caused a whole mess of trouble — but can't remember how.",Comedies
+s3295,Movie,"Kalel, 15",Jun Lana,"Elijah Canlas, Eddie Garcia, Jaclyn Jose, Gabby Padilla, Cedrick Juan, Elora Espano, Sue Prado",Philippines,"December 9, 2020",2019,105,"Surrounded by tensions and secrets, a teenage boy searches for validation and navigates life with a dysfunctional family following an HIV diagnosis.",Dramas
+s3296,Movie,Kalki,Dhilip Kumar,"Kishore Kumar G., Yasmin Ponnappa, Mithraboomi Saravanan",India,"March 1, 2018",2017,41,A scientist trying to solve one of the universe's greatest puzzles begins a romance with a much younger colleague that's haunted by a dark secret.,Dramas
+s3297,Movie,Kalushi: The Story of Solomon Mahlangu,Mandla Dube,"Thabo Rametsi, Thabo Malema, Welile Nzuza, Jafta Mamabolo, Louw Venter, Pearl Thusi",South Africa,"November 29, 2019",2016,107,"The life and times of iconic South African liberation fighter Solomon Mahlangu, who battled the forces of apartheid, come into focus.",Dramas
+s3298,Movie,Kaminey,Vishal Bhardwaj,"Shahid Kapoor, Priyanka Chopra, Deb Mukherjee, Shivkumar Subramaniam, Chandan Roy Sanyal, Hrishikesh Joshi, Amole Gupte, Patricia Bull, Carlos Paca, Eric Santos",India,"October 1, 2018",2009,128,"A young man pursues his dreams of wealth by breaking the law, while his twin brother tries to better his life through hard work and honesty.",Dramas
+s3299,Movie,Kanavu Variyam,Arun Chidambaram,"Jiya Anil Manne, Arun Chidambaram, T.P. Gajendran, Gnanasambandam, M. Ilavarasu, Yog Japee, Mayilsamy, Black Pandi",India,"June 15, 2017",2017,104,"Despite doubts from fellow villagers who think he’s crazy, an ambitious dropout commits himself to solving a persistent local electricity crisis.",Comedies
+s3300,Movie,Kandasamys: The Wedding,Jayan Moodley,"Jailoshini Naidoo, Maeshni Naicker, Madhushan Singh, Mishqah Parthiephal, Yugan Naidoo, Koobeshan Naidoo, Mariam Bassa, Rushil Juglall, Tesarnia Oree",South Africa,"September 4, 2020",2019,93,"With their clashing demands, the mothers of both bride and groom turn wedding prep into comical chaos in this sequel to “Keeping Up With the Kandasamys.”",Comedies
+s3302,Movie,Kannum Kannum Kollaiyadithaal,Desingh Periyasamy,"Dulquer Salmaan, Ritu Varma, Rakshan, Niranjani, Gautham Menon, Anish Kuruvilla",India,"March 29, 2020",2020,160,"A carefree racing enthusiast’s womanizing ways end when he meets the girl of his dreams, but their newfound peace is disrupted by a dangerous killer.",Comedies
+s3304,Movie,Kapoor & Sons,Shakun Batra,"Rishi Kapoor, Sidharth Malhotra, Fawad Khan, Alia Bhatt, Ratna Pathak Shah, Rajat Kapoor",India,"April 1, 2020",2016,138,"Returning home to visit their ill grandfather, two estranged brothers must confront their unresolved rivalry while their parents’ marriage frays.",Comedies
+s3305,Movie,Kappela,Musthafa,"Anna Ben, Roshan Mathew, Sreenath Bhasi, Sudhi Koppa, Tanvi Ram, Musthafa, James Eliya, Vijilesh",India,"June 22, 2020",2020,112,"Falling into an over-the-phone romance with a rickshaw driver, a young woman visits his city when an encounter with a stranger derails their meeting.",Dramas
+s3306,Movie,Kara Bela,Burak Aksak,"Cengiz Bozkurt, Seda Bakan, Erkan Kolçak Köstendil, Cihan Ercan, Berat Yenilmez, İştar Gökseven, Erdal Tosun, Tarık Ünlüoğlu",Turkey,"March 10, 2017",2015,101,The uneventful life of middle-aged Kudret turns upside down when a road trip turns into a wild race for survival with killers in hot pursuit.,Comedies
+s3307,Movie,Kardec,Wagner de Assis,"Leonardo Medeiros, Sandra Corveloni, Genezio de Barros, Guilherme Piva, Leonardo Franco, Dalton Vigh, Charles Baudin, Julia Konrad",Brazil,"August 29, 2019",2019,110,"In Catholic 19th-century France, professor Léon Rivail attends a séance and is moved to found spiritism, putting him in the authorities' sights.",Dramas
+s3308,Movie,Karkar,Ali Ragab,"Mohamed Saad, Hassan Hosny, Ragaa Al-Geddawy, Yasmin Abdulaziz, Alaa Morsy",Egypt,"May 19, 2020",2007,107,"After electrocution leaves a wealthy man brain-damaged, his money-hungry aunt and uncle try to con him by marrying him off to a fake relative.",Comedies
+s3310,Movie,Karthik Calling Karthik,Vijay Lalwani,"Farhan Akhtar, Deepika Padukone, Ram Kapoor, Vivan Bhatena, Vipin Sharma, Yatin Karyekar, Shefali Shah",India,"December 15, 2019",2010,135,"Unlucky in love and bullied at work, an office drone is resigned to his dead-end life until it’s transformed by mysterious calls from … himself.",Dramas
+s3311,Movie,Kartini: Princess of Java,Hanung Bramantyo,"Dian Sastrowardoyo, Ayushita, Acha Septriasa, Deddy Sutomo, Christine Hakim, Djenar Maesa Ayu, Denny Sumargo, Adinia Wirasti, Reza Rahadian",Indonesia,"October 15, 2020",2017,118,A woman of nobility battles patriarchal norms in order to improve educational access for women in early 1900s Indonesian society.,Dramas
+s3312,Movie,Karzzzz,Satish Kaushik,"Himesh Reshammiya, Urmila Matondkar, Shweta Kumar, Dino Morea, Raj Babbar, Danny Denzongpa, Gulshan Grover, Rohini Hattangadi, Asrani, Smita Bansal",India,"October 22, 2017",2008,137,"When flashbacks reveal that he's the reincarnation of a man murdered by his wife, rock star Monty sets out to get revenge for the decades-old crime.",International Movies
+s3313,Movie,Kasanova,Oluseyi Asurf,"Wale Ojo, Ireti Doyle, Alvin Abayomi, Toyin Abraham, Ruby Akubueze, Chimezie Imo, Tomiwa Tegbe",Nigeria,"June 26, 2020",2019,117,"After losing his wife, a single father indulges in flimsy flings until he meets his son's music teacher, who imparts a few lessons on love.",Comedies
+s3315,Movie,Kate & Leopold,James Mangold,"Meg Ryan, Hugh Jackman, Liev Schreiber, Breckin Meyer, Natasha Lyonne, Bradley Whitford, Paxton Whitehead, Spalding Gray, Josh Stamberg, Matthew Sussman",United States,"January 1, 2020",2001,118,A present-day woman takes responsibility for guiding a charming time-traveling 19th-century nobleman through the 21st century.,Comedies
+s3316,Movie,Kath & Kimderella,Ted Emery,"Jane Turner, Gina Riley, Magda Szubanski, Glenn Robbins, Peter Rowsthorn, Rob Sitch, Richard E. Grant, Barry Humphries, Erin Mullally, Jessica De Gouw",Australia,"July 28, 2018",2012,86,"Chipper baby boomer Kath, diva daughter Kim and hapless pal Sharon visit Papilloma, Italy, where a royal romance and knockoff fashions await.",Comedies
+s3318,Movie,Katha,Sai Paranjape,"Farooq Shaikh, Naseeruddin Shah, Deepti Naval, Veeni Paranjape Joglekar, Mallika Sarabhai, Arun Joglekar",India,"December 31, 2019",1982,140,"Secretly in love with his neighbor, a mild-mannered clerk is heartbroken when his much bolder, more charming friend wins her heart instead.",Comedies
+s3319,Movie,Katherine Ryan: Glitter Room,Linda Mendoza,Katherine Ryan,United States,"July 1, 2019",2019,66,"Fresh from a tour, comedian Katherine Ryan shares shrewd observations about school bullies, revenge bodies and raising a very fancy child.",Stand-Up
+s3320,Movie,Katherine Ryan: In Trouble,Colin Dench,Katherine Ryan,United Kingdom,"February 14, 2017",2017,64,"Stand-up comic Katherine Ryan reminisces about unusual relationships, life in the hometown she hates and the time she enraged an entire nation.",Stand-Up
+s3321,Movie,Kathleen Madigan: Bothering Jesus,Lorene Machado,Kathleen Madigan,United States,"November 10, 2016",2016,71,"The Irish American comic riffs on everything from growing up in Missouri, signing up her parents to be Uber drivers and anything to do with bacon.",Stand-Up
+s3322,Movie,Katt Williams: American Hustle (The Movie),Brit McAdams,"Katt Williams, Da Brat, Snoop Dogg, Tamala Jones, Jeremy Piven, Ludacris, Melanie Comarcho, Red Grant, Alphonso Mcauley, Damaine Radcliff, Taran Killam",United States,"May 17, 2018",2007,89,"An aspiring actor leaves Hollywood and takes to the road to do stand-up after he's cast in a series of increasingly stereotypical ""black"" roles.",Stand-Up
+s3324,Movie,Katt Williams: Kattpacalypse,Marcus Raboy,Katt Williams,United States,"July 3, 2018",2012,61,"Urban comic Katt Williams ushers in Kattpacalypse, exploding with more energy than an atomic bomb and riffing on everything from Doomsday to Obama.",Stand-Up
+s3325,Movie,Katt Williams: Live,Alphonso J. Wesson,Katt Williams,United States,"July 19, 2018",2006,85,"Outspoken comedian Katt Williams pokes fun at a variety of topics, including sex, relationships, parenthood and trying to make it as an entertainer.",Stand-Up
+s3326,Movie,Katt Williams: The Pimp Chronicles: Pt. 1,Gary Binkow,"Katt Williams, Anthony Anderson",United States,"November 1, 2018",2006,45,"In this 2006 show, comic Katt Williams uses his edgy style and personal experiences to paint a sassy, hilarious portrait of life in black America.",Stand-Up
+s3327,Movie,Katti Batti,Nikhil Advani,"Imran Khan, Kangana Ranaut, Abhishek Saha, Mithila Palkar, Vivan Bhatena, Suhaas Ahuja, Nicole Faria, Adaar Malik",India,"November 1, 2018",2015,132,"After falling in love during college, architect Maddy and free spirit Payal have five wonderful years together, until a mystery suddenly divides them.",Comedies
+s3329,Movie,Kaviyude Osyath,Vineeth Anil,"Prakash Bare, Arun Kumar, Kulappulli Leela, Sangeetha Mohan, Kochu Preman",India,"July 1, 2018",2017,116,"When a late poet leaves behind his property to a young man, the man's brother suspects the poet may have been more than just a family friend.",Dramas
+s3330,Movie,Kay Dyache Bola,Chandrakant Kulkarni,"Makarand Anaspure, Akshay Pendse, Umesh Kamat, Sharvari Jamenis, Sachin Khedekar, Arun Nalawade, Mohan Agashe, Nirmiti Sawant, Sanjay Mone, Amita Khopkar, Pushkar Shrotri, Ganesh Yadav",India,"January 1, 2018",2005,133,"Wrongfully accused of murder, two students' last hope lies with their defense attorney, an inexperienced bumbler who's never even tried a case.",Comedies
+s3332,Movie,KD (A) Karuppudurai,Madhumita,"Mu Ramaswamy, Naga Vishal, Yog Japee, Ganesan Kaliamoorthy, Guna Babu",India,"January 21, 2020",2019,116,"As his children plot his death to claim their inheritance, an aging patriarch leaves home, befriending a spunky boy who adds direction to his life.",Comedies
+s3333,Movie,Keith Richards: Under the Influence,Morgan Neville,Keith Richards,United States,"September 18, 2015",2015,82,"In a documentary with unparalleled access, discover the people and sounds that inspired rock 'n' roll legend Keith Richards from childhood to today.",Documentaries
+s3335,TV Show,Ken Burns: The Civil War,Ken Burns,"Sam Waterston, Julie Harris, Jason Robards, Morgan Freeman, Paul Roebling, Garrison Keillor, George Black, David McCullough, Arthur Miller, Christopher Murney, Charles McDowell, Horton Foote, George Plimpton, Philip Bosco, Terry Courier, Jody Powell, Studs Terkel",United States,"February 22, 2017",1990,1,"Ken Burns's documentary depicts the action of famous Civil War battles, and relates the stories of soldiers, generals and a beleaguered president.",Docuseries
+s3338,Movie,"Ken Jeong: You Complete Me, Ho",Jon M. Chu,Ken Jeong,United States,"February 14, 2019",2019,62,"In his first-ever stand-up special, Ken Jeong pays tribute to his wife and shares stories about Hollywood and how ""The Hangover"" saved his life.",Stand-Up
+s3340,Movie,Kenny Sebastian: The Most Interesting Person in the Room,Angshuman Ghosh,Kenny Sebastian,India,"May 29, 2020",2020,68,"Fusing his musical and stand-up chops, Kenny Sebastian gets analytical about frumpy footwear, flightless birds and his fear of not being funny enough.",Stand-Up
+s3342,Movie,Kevin Hart: I'm a Grown Little Man,Shannon Hartman,Kevin Hart,United States,"January 30, 2020",2009,62,"Stand-up comedy star Kevin Hart delivers his unique perspective on work, race, family and friends with this laugh-riot comedy show.",Stand-Up
+s3343,Movie,Kevin Hart: Irresponsible,Leslie Small,Kevin Hart,United States,"April 2, 2019",2019,60,"As a father of three on his second marriage, Kevin Hart proves that being him is indeed a tall order in a fresh special inspired by his own mistakes.",Stand-Up
+s3344,Movie,Kevin Hart: Laugh at My Pain,"Leslie Small, Tim Story",Kevin Hart,United States,"October 1, 2018",2011,89,"Sometimes edgy and always hilarious, comedian Kevin Hart shines in this theatrical version of his record-breaking 2011 live tour.",Stand-Up
+s3345,Movie,Kevin Hart: Let Me Explain,"Leslie Small, Tim Story",Kevin Hart,United States,"July 13, 2018",2013,75,"Philadelphia funnyman Kevin Hart takes the stage in front of a sold-out crowd at Madison Square Garden, part of his hit ""Let Me Explain"" world tour.",Stand-Up
+s3346,Movie,Kevin Hart: Seriously Funny,Shannon Hartman,Kevin Hart,United States,"October 1, 2018",2010,67,"With his unique hip-hop style delivery, African American stand-up comedian Kevin Hart expounds on life at a sold-out concert performance.",Stand-Up
+s3347,Movie,Kevin Hart: What Now?,Leslie Small,"Kevin Hart, Don Cheadle, Halle Berry, Ed Helms, David Meunier",United States,"April 11, 2017",2016,96,"Frenetic comic Kevin Hart hits Philadelphia and dishes on suburban wildlife, jean shorts and the fine art of getting even with a 7-year-old.",Stand-Up
+s3348,Movie,Kevin Hart: Zero F**ks Given,Leslie Small,Kevin Hart,United States,"November 17, 2020",2020,70,"Kevin Hart serves up laughs and brick oven pizza from the comfort of his home, and dishes on male group chats, sex after 40 and life with COVID-19.",Stand-Up
+s3349,Movie,Kevin Hart's Guide to Black History,Tom Stern,"Kevin Hart, Saniyya Sidney, Lil Rel Howery, Eoghan Thomas Murphy, Tiffany Haddish, Al Shearer, Lonnie Chavis, Alphonso Mcauley, Nika Williams, Barry Brewer, Greg Germann, John Ennis, Jay Johnston",United States,"February 8, 2019",2019,63,Kevin Hart highlights the fascinating contributions of black history’s unsung heroes in this entertaining – and educational – comedy special.,Children
+s3350,Movie,Kevin James: Never Don't Give Up,Andy Fickman,Kevin James,United States,"April 24, 2018",2018,62,"Kevin James makes his long-awaited return to stand-up in this family-friendly special, dishing on fatherhood, fans, his disdain for allergies and more.",Stand-Up
+s3351,Movie,Kevin James: Sweat the Small Stuff,Paul Miller,Kevin James,United States,"February 20, 2019",2001,42,The film and television star riffs on life's many royal pains in this hourlong special taped at New York City's Hudson Theatre in 2001.,Stand-Up
+s3352,Movie,Kevyn Aucoin: Beauty & the Beast in Me,Lori Kaye,"Kevyn Aucoin, Cindy Crawford, Naomi Campbell, Gwyneth Paltrow, Andie MacDowell, Paulina Porizkova, Amber Valletta",United States,"January 1, 2019",2017,90,Makeup artist Kevyn Aucoin worked with top supermodels in the 1980s and 1990s. Personal videos merged with interviews provide a peek into his life.,Documentaries
+s3354,Movie,Khalnayak,Subhash Ghai,"Sanjay Dutt, Madhuri Dixit, Jackie Shroff, Anupam Kher, Rakhee Gulzar, Pramod Moutho, Ramya Krishnan, Sushmita Mukherjee, Neena Gupta, A.K. Hangal",India,"March 1, 2018",1993,170,A prison guard goes undercover as a dancer to try and recapture an escaped criminal and restore her police inspector boyfriend's reputation.,Action
+s3357,Movie,Khido Khundi,Rohit Jugraj,"Ranjit Bawa, Mandy Takhar, Manav Vij, Elnaaz Norouzi, Mahavir Bhullar, Guggu Gill, Seema Kaushal, Sukhbir Singh",India,"October 1, 2018",2018,151,An embittered former hockey star must engage with the sport again to help his brother assemble a team for a momentous match against the British.,Dramas
+s3358,Movie,Khoobsurat,Shashanka Ghosh,"Sonam Kapoor, Fawad Khan, Kiron Kher, Ratna Pathak Shah, Amir Raza Hussain, Ashok Banthia, Kaizaad Kotwal, Rishabh Chaddha",India,"October 1, 2018",2014,121,A free-spirited doctor is hired to assist an injured king and winds up challenging his family's tradition-bound lifestyle as she falls for his son.,Comedies
+s3359,Movie,Khoon Khoon,Mohammed Hussain,"Danny Denzongpa, Mahendra Sandhu, Rekha, Faryal, Helen, Jagdeep",India,"September 1, 2017",1973,132,"As a crazed killer blazes a trail of blood through an anxious city, a hardened cop aims to take him down by any means in this remake of “Dirty Harry.”",Action
+s3360,Movie,Khosla Ka Ghosla,Dibakar Banerjee,"Anupam Kher, Boman Irani, Parvin Dabas, Tara Sharma, Navin Nischol, Kiran Juneja, Ranvir Shorey, Vinod Nagpal, Vinay Pathak, Nitish Pandey",India,"August 2, 2018",2006,124,A cranky control freak must rely on his comically dysfunctional family to pull off a scam on a greedy land shark who's stolen his prized property.,Comedies
+s3362,Movie,Khubsoorat,Hrishikesh Mukherjee,"Ashok Kumar, Rekha, Rakesh Roshan, Shashikala, Aradhana, Dina Pathak, David Abraham, S.N. Banerjee, Keshto Mukherjee",India,"December 31, 2019",1980,120,A strict matriarch's regimented household is upended by the arrival of a spunky relative who challenges the rules.,Classic Movies
+s3363,Movie,Khushi,"Surya S.J., Sunil Kumar Agrawal","Fardeen Khan, Kareena Kapoor, Amrish Puri, Navin Nischol, Beena, Anup Soni, Johnny Lever, Sharat Saxena, Amitabh Bachchan, Sakshi Shivanand",India,"March 1, 2018",2003,157,"While playing matchmaker to a pair of their friends, two young university students begin developing feelings for each other.",Comedies
+s3364,Movie,Kia and Cosmos,Sudipto Roy,"Ritwika Pal, Swastika Mukherjee, Joy Sengupta",India,"May 1, 2019",2018,124,A 15-year-old girl with autism attempts to write a mystery novel based on her hunt for the killer of a neighborhood cat.,Dramas
+s3366,Movie,Kickboxer: Retaliation,Dimitri Logothetis,"Alain Moussi, Jean-Claude Van Damme, Mike Tyson, Christopher Lambert, Sara Malakul Lane, Hafþór Júlíus Björnsson, Sam Medina, Steven Swadling",United States,"April 26, 2018",2017,110,"Sloan's vow to never return to Thailand is cut short when he's kidnapped and taken to a Thai prison, where he's forced to fight a 400-pound brute.",Action
+s3367,Movie,Kickboxer: Vengeance,John Stockwell,"Alain Moussi, Jean-Claude Van Damme, Dave Bautista, Gina Carano, Georges St-Pierre, Sara Malakul Lane, Matthew Ziff, T.J. Storm, Fabricio Werdum, Cain Velasquez",United States,"December 8, 2016",2016,90,"After a skilled fighter falls in the ring, his younger brother emerges from the shadows to train and get revenge against a brutal champion.",Action
+s3368,Movie,Kicking and Screaming,Noah Baumbach,"Josh Hamilton, Olivia d'Abo, Carlos Jacott, Chris Eigeman, Eric Stoltz, Jason Wiles, Parker Posey, Cara Buono, Elliott Gould, Samuel Gould",United States,"November 4, 2019",1995,97,"After graduating, four college roomies – petrified by the prospect of facing ""real life"" – reluctantly step into adulthood in this ensemble comedy.",Comedies
+s3370,Movie,Kid Kulafu,Paul Soriano,"Robert Villar, Alessandra de Rossi, Cesar Montano, Alex Medina, Jake Macapagal, Khalil Ramos, Jomari Angeles, Kokoy DeSantos",Philippines,"March 4, 2019",2015,108,"Growing up in poverty and political turmoil, he found his way out in the ring. The early years of world-famous boxer Manny Pacquiao unfolds in this biopic.",Dramas
+s3372,Movie,Kidnapping Mr. Heineken,Daniel Alfredson,"Jim Sturgess, Sam Worthington, Ryan Kwanten, Anthony Hopkins, Mark van Eeuwen, Thomas Cocquerel, Jemima West, David Dencik",Netherlands,"September 8, 2017",2015,95,"When beer magnate Alfred ""Freddy"" Heineken is kidnapped in 1983, his abductors make the largest ransom demand in history.",Action
+s3373,Movie,Kidnapping Stella,Thomas Sieben,"Max von der Groeben, Jella Haase, Clemens Schick",Germany,"July 12, 2019",2019,90,"Snatched off the street and held for ransom, a bound and gagged woman uses her limited powers to derail her two masked abductors' carefully laid plans.",Dramas
+s3374,Movie,Kids on the Block,Tugçe Soysop,"Selim Bayraktar, Berat Efe Parlar, Esat Polat Güler, Eda Döğer, Dora Dalgıç, Taha Sönmezisik, Zeynep Ilgin Çelik, Arda Taşarcan, Alperen Efe Esmer, İlknur Külahlıoglu, İkra Külahlıoğlu",Turkey,"October 4, 2019",2019,102,"When their fun in the park is threatened by a neighborhood nagger, a group of friends declares war to play freely on their turf.",Children
+s3376,Movie,Kill Bill: Vol. 1,Quentin Tarantino,"Uma Thurman, Lucy Liu, Vivica A. Fox, Daryl Hannah, David Carradine, Michael Madsen, Julie Dreyfus, Chiaki Kuriyama, Sonny Chiba, Gordon Liu",United States,"January 1, 2020",2003,111,"An assassin is shot by her ruthless employer, Bill, and other members of their assassination circle. But she lives – and plots her vengeance.",Action
+s3377,Movie,Kill Bill: Vol. 2,Quentin Tarantino,"Uma Thurman, David Carradine, Michael Madsen, Daryl Hannah, Gordon Liu, Michael Parks, Perla Haney-Jardine, Helen Kim, Claire Smithies, Clark Middleton",United States,"January 1, 2020",2004,137,"The Bride has three left on her rampage list: Budd, Elle Driver and Bill himself. But when she arrives at Bill's house, she's in for a surprise.",Action
+s3378,Movie,Kill Command,Steven Gomez,"Vanessa Kirby, David Ajala, Mike Noble, Bentley Kalu, Tom McKay, Kelly Gough, Osi Okerafor, Damian Kell, Tim Ahern, Deborah Rosan, Thure Lindhardt",United Kingdom,"February 23, 2017",2016,100,"On a remote island, elite soldiers discover their training exercise is actually an experimental death trap teeming with efficiently lethal robots.",Action
+s3379,Movie,Kill Hitler! The Luck of the Devil,Frédéric Tonolli,Jean-Baptiste Marcenac,France,"May 1, 2019",2015,53,"From politicians to officers, many attempted to kill Hitler – and failed. This documentary delves into the details of how their plots unraveled.",Documentaries
+s3381,Movie,Kill Me If You Dare,Şenol Sönmez,"Murat Boz, Seda Bakan, Açelya Topaloğlu, Özgür Emre Yıldırım, Seda Güven, Yosi Mizrahi, Dilşad Şimşek, Ali Yoğurtçuoğlu",Turkey,"September 6, 2019",2019,100,"Bogged down with money problems, a couple grows cautious of each other but hit the lottery and decide to stay together – till death do they part.",Comedies
+s3382,Movie,Kill Ratio,Paul Tanter,"Tom Hopper, Amy Huberman, Lacy Moore, Brian McGuinness, Luke Pierucci, Nick Dunning",United States,"February 17, 2017",2016,87,"Posing as a telecom salesman at a business conference, a CIA agent fights to protect a fledgling Eastern European democracy from a military coup.",Action
+s3383,Movie,Kill the Irishman,Jonathan Hensleigh,"Ray Stevenson, Vincent D'Onofrio, Val Kilmer, Christopher Walken, Linda Cardellini, Fionnula Flanagan, Jason Butler Harner, Vinnie Jones, Paul Sorvino, Marcus Thomas, Tony Darrow",United States,"August 21, 2020",2011,106,"This true crime tale charts the rise and fall of mobster Danny Greene, who faced down the Mafia to gain control of organized crime in 1970s Cleveland.",Action
+s3384,Movie,Kill the Messenger,Michael Cuesta,"Jeremy Renner, Rosemarie DeWitt, Ray Liotta, Tim Blake Nelson, Oliver Platt, Barry Pepper, Michael Sheen, Paz Vega, Michael Kenneth Williams, Mary Elizabeth Winstead, Andy Garcia, Robert Patrick",United States,"December 16, 2018",2014,112,"In the 1980s, a crusading journalist uncovers secret CIA funding for Nicaraguan rebels, but the powers that be silence his investigation.",Dramas
+s3385,Movie,Killa,Avinash Arun,"Amruta Subhash, Archit Deodhar, Parth Bhalerao, Gaurish Gawade, Atharva Upasni, Swandand Raikar, Shrikant Yadav, Umesh Jagtap, Shivalati Bokil, Jui Kahate",India,"April 1, 2017",2014,107,Growing up poses challenges for Chinu when he moves from city to country and encounters a youth culture far different from what he's used to.,Dramas
+s3386,Movie,Killer Cove,Damián Romay,"Haley Webb, Donny Boaz, Cathy Baron, Jason Alan Smith, Dennis Staroselsky, Owen Miller, Shawn Fitzgibbon",United States,"November 14, 2020",2019,87,"An unlucky woman finds a solution for her hateful ex, a trying job hunt and a stalker through a charming P.I. – only to endure a new set of problems.",Thrillers
+s3388,Movie,Killer Klowns from Outer Space,Stephen Chiodo,"Grant Cramer, Suzanne Snyder, John Allen Nelson, John Vernon, Michael S. Siegel, Peter Licassi, Royal Dano, Christopher Titus, Irene Michaels, Karla Sue Krull",United States,"April 1, 2020",1988,86,"An alien band of killer clowns descends from the cosmos to harvest scores of small-town victims, cocooning their prey in cotton candy to eat later.",Comedies
+s3391,Movie,Killers,Robert Luketic,"Katherine Heigl, Ashton Kutcher, Tom Selleck, Catherine O'Hara, Katheryn Winnick, Kevin Sussman, Lisa Ann Walter, Casey Wilson, Rob Riggle, Martin Mull, Alex Borstein",United States,"January 1, 2021",2010,100,"After a whirlwind romance, Jen and Spencer settle into married life — until Spencer's secret past as a hit man shakes up their suburban bliss.",Action
+s3392,Movie,Killing Hasselhoff,Darren Grant,"Ken Jeong, David Hasselhoff, Jim Jefferies, Jon Lovitz, Rhys Darby, Dan Bakkedahl, Jennifer Ikeda, Will Sasso, Colton Dunn",United States,"August 1, 2020",2017,80,"In major debt to a loan shark, a nightclub owner who's entered in a celebrity death pool tries to murder a famous figure for half a million dollars.",Comedies
+s3393,Movie,Killing Them Softly,Andrew Dominik,"Brad Pitt, Scoot McNairy, Ben Mendelsohn, Richard Jenkins, James Gandolfini, Ray Liotta, Vincent Curatola, Slaine, Max Casella, Trevor Long, Sam Shepard",United States,"March 30, 2020",2012,97,"When a couple low-level crooks rob a Mob-protected poker game, a slick enforcer is hired to track down the offenders and take care of business.",Dramas
+s3394,Movie,Kills on Wheels,Attila Till,"Szabolcs Thuróczy, Zoltán Fenyvesi, Adám Fekete, Dusan Vitanovic, Mónika Balsai, Lidia Danis, Zoltán Mucsi",Hungary,"March 15, 2018",2016,103,"Two young men with disabilities befriend a hitman in a wheelchair and become his helpers, only to wind up in the crosshairs of a Serbian mobster.",Action
+s3395,Movie,Kilo Two Bravo,Paul Katis,"David Elliot, Mark Stanley, Scott Kyle, Benjamin O'Mahony, Bryan Parry, Liam Ainsworth, Andy Gibbins, John Doughty, Paul Luebke, Thomas Davison, Grant Kilburn, Robert Mitchell, Jon-Paul Bell, Malachi Kirby, Ali Cook",United Kingdom,"March 1, 2019",2014,109,"On patrol in Afghanistan, a British paratrooper unit unwittingly ventures into a dry riverbed that turns out to be littered with land mines.",Dramas
+s3397,Movie,King Jack,Felix Thompson,"Charlie Plummer, Cory Nichols, Christian Madsen, Danny Flaherty, Erin Davie, Chloe Levine",United States,"July 1, 2016",2015,81,"Already coping with a bully, a mercurial older brother and summer school, 15-year-old Jack is saddled with his young cousin for an eventful weekend.",Dramas
+s3398,Movie,King of Boys,Kemi Adetiba,"Sola Sobowale, Adesua Etomi, Remilekun Safaru, iLLBLISS, Toni Tones, Paul Sambo, Jide Kosoko, Sharon Ooja",Nigeria,"September 21, 2019",2018,182,"When a powerful businesswoman’s political ambitions are threatened by her underworld connections, the ensuing power struggle could cost her everything.",Dramas
+s3399,Movie,King of Peking,Sam Voutas,"Zhao Jun, Wang Naixun, Han Qing, Si Chao, Geng Bowen, Yi Long",China,"July 2, 2018",2018,88,"Strapped for cash, a traveling projectionist begins to run a DVD pirating business, putting him at odds with his young, skeptical son.",Comedies
+s3400,Movie,King's Ransom,Jeffrey W. Byrd,"Anthony Anderson, Jay Mohr, Kellita Smith, Nicole Ari Parker, Regina Hall, Loretta Devine, Donald Faison, Leila Arcieri, Charlie Murphy, Brooke D'Orsay",United States,"November 1, 2019",2005,98,"A wealthy, despicable businessman comes to the realization that he may lose half his fortune to the obnoxious wife he's trying to divorce. So, he decides to arrange his own kidnapping in order to wipe himself out and claim poverty.",Action
+s3405,Movie,Kingpin,"Peter Farrelly, Bobby Farrelly","Woody Harrelson, Randy Quaid, Vanessa Angel, Bill Murray, Chris Elliott, William Jordan, Richard Tyson, Lin Shaye",United States,"January 1, 2020",1996,114,"After a bowler loses his hand, his career takes a nosedive. That is, until he uncovers the next big thing: an Amish kid named Ishmael.",Comedies
+s3406,Movie,Kings,Deniz Gamze Ergüven,"Halle Berry, Daniel Craig, Lamar Johnson, Kaalan Walker, Rachel Hilson, Issac Ryan Brown, Callan Farris, Serenity Reign Brown, Reece Cody, Aiden Akpan",France,"October 29, 2018",2017,87,A foster mom and her houseful of kids befriend a bitter neighbor after the Rodney King verdict is handed down in 1992 Los Angeles.,Dramas
+s3409,Movie,Kis Kisko Pyaar Karoon,"Abbas Alibhai Burmawalla, Mastan Alibhai Burmawalla","Kapil Sharma, Arbaaz Khan, Varun Sharma, Sharat Saxena, Supriya Pathak, Manoj Joshi, Manjari Fadnis, Simran Kaur Mundi, Elli Avram, Jamie Lever",India,"November 1, 2017",2015,132,"A man's decision to marry three women, to keep them from committing suicide, complicates his relationship with his girlfriend.",Comedies
+s3410,Movie,Kisaan,Puneet Sira,"Jackie Shroff, Arbaaz Khan, Sohail Khan, Diya Mirza, Nauheed Cyrusi, Sharat Saxena, Dalip Tahil, Vishwajeet Pradhan, Sarfaraz Khan",India,"October 1, 2018",2009,101,A bitter family battle ensues between a father and his sons when a businessman makes a deal that entices farmers to sell off their properties.,Action
+s3411,Movie,Kismat Konnection,Aziz Mirza,"Shahid Kapoor, Vidya Balan, Juhi Chawla, Om Puri, Vishal Malhotra, Karanvir Bohra, Amit Varma",India,"October 1, 2018",2008,145,"A man finds his lucky charm in the form of a woman whom he had once clashed with on every level, but on whose presence he must now rely to succeed.",Comedies
+s3412,Movie,Kiss & Cry,Sean Cisterna,"Sarah Fisher, Luke Bilyk, Chantal Kreviazuk, Sergio Di Zio, Denis Akiyama, Julia Tomasone, Brittany Bristow, Zoë Belkin, Lauren Esdale, Naomi Snieckus",Canada,"May 1, 2017",2017,93,"Faced with a rare form of throat cancer, teen figure skater Carley Allison finds strength in singing for an online audience in this biopic.",Dramas
+s3414,Movie,Kiss the Girls,Gary Fleder,"Morgan Freeman, Ashley Judd, Cary Elwes, Alex McArthur, Tony Goldwyn, Jay O. Sanders, Bill Nunn, Brian Cox",United States,"January 1, 2020",1997,116,A forensic psychologist teams up with an escaped kidnapping victim to hunt down a serial killer who abducts and dominates strong-willed women.,Thrillers
+s3415,Movie,Kiss the Ground,"Joshua Tickell, Rebecca Harrell Tickell",Woody Harrelson,United States,"September 22, 2020",2020,85,Science experts and celebrity activists unpack the ways in which the earth's soil may be the key to combating climate change and preserving the planet.,Documentaries
+s3418,Movie,Kita Kita,Sigrid Andrea Bernardo,"Alessandra de Rossi, Empoy Marquez",Philippines,"December 15, 2018",2017,84,"When a tour guide in Japan goes blind after seeing her fiancé’s infidelity, she befriends a fellow Filipino keen to coax her out of the darkness.",Comedies
+s3420,Movie,KL Zombi,Woo Ming Jin,"Zizan Razak, Siti Saleha, Zain Hamid, Izara Aishah, Fadzli Daniel Ali, Usop Wilcha",Malaysia,"August 21, 2017",2013,92,A field hockey-playing pizza delivery boy finds himself transformed from slacker to zombie slayer during an outbreak of the undead in Kuala Lumpur.,Comedies
+s3421,Movie,Klaus,Sergio Pablos,"Jason Schwartzman, J.K. Simmons, Rashida Jones, Will Sasso, Neda Margrethe Labba, Sergio Pablos, Norm Macdonald, Joan Cusack",Spain,"November 15, 2019",2019,98,"A selfish postman and a reclusive toymaker form an unlikely friendship, delivering joy to a cold, dark town that desperately needs it.",Children
+s3424,Movie,Knock Down The House,Rachel Lears,Alexandria Ocasio-Cortez,United States,"May 1, 2019",2019,88,Go behind the scenes as four determined women – including Alexandria Ocasio-Cortez – challenge big-money politicians in the 2018 race for Congress.,Documentaries
+s3425,Movie,Knock Knock,Eli Roth,"Keanu Reeves, Lorenza Izzo, Ana de Armas, Aaron Burns, Ignacia Allamand, Dan Baily, Megan Baily, Colleen Camp, Antonio Quercia",United States,"November 1, 2020",2015,99,A devoted husband and father on his own for the weekend has his life turned inside out after giving shelter to two young women during a storm.,Horror Movies
+s3426,Movie,Know Your Enemy - Japan,"Frank Capra, Joris Ivens","Walter Huston, Dana Andrews",United States,"March 31, 2017",1945,63,"Though culturally insensitive by modern standards, this propaganda film examines the history of Japan from the 16th century through the 1930s.",Classic Movies
+s3427,Movie,Knowing,Alex Proyas,"Nicolas Cage, Chandler Canterbury, Rose Byrne, Lara Robinson, D.G. Maloney, Nadia Townsend, Alan Hopgood, Adrienne Pickering",United States,"October 1, 2019",2009,121,An MIT astrophysics professor and his son unearth a string of numbers from a time capsule that seem to reveal a cataclysm that will wipe out humanity.,Sci-Fi
+s3430,Movie,Kocan Kadar Konus,Kıvanç Baruönü,"Ezgi Mola, Murat Yıldırım, Gülenay Kalkan, Ebru Cündübeyoğlu, Eda Ece, Begüm Öner, Gül Arıcı, Muhammet Uzuner",Turkey,"March 10, 2017",2015,104,A 30-year-old who's never taken the traditional path to love is tutored by her friends and family before reconnecting with her high school crush.,Comedies
+s3431,Movie,Kocan Kadar Konus 2: Dirilis,Kıvanç Baruönü,"Ezgi Mola, Murat Yıldırım, Gülenay Kalkan, Nevra Serezli, Eda Ece",Turkey,"March 10, 2017",2016,104,"Efsun has found Mr. Right in Sinan, and their relationship is taking a serious turn. But their eccentric families quickly complicate the romance.",Comedies
+s3432,Movie,Kodachrome,Mark Raso,"Ed Harris, Jason Sudeikis, Elizabeth Olsen",Canada,"April 20, 2018",2018,105,"A record company exec joins his estranged dad, a famous photographer who's dying, on a road trip to the last lab still developing Kodachrome film.",Comedies
+s3433,Movie,Koi Aap Sa,Partho Mitra,"Aftab Shivdasani, Natassha, Dipannita Sharma, Himanshu Mallik, Vaidya Advai, Pushy Anand, Shama Deshpande, Rajendra Gupta",India,"May 31, 2019",2006,135,"Star athlete Rohan has his eye on a beautiful art student. But when his best friend Simran experiences a crisis, he drops everything to help her.",Comedies
+s3434,Movie,Koko: The Gorilla Who Talks,Jonathan Taylor,Demetri Goritsas,United Kingdom,"March 1, 2017",2016,56,"Witness the incredible, decades-long friendship between Koko the gorilla and Penny Patterson, who taught Koko to communicate via sign language.",Documentaries
+s3435,Movie,Kolaiyuthir Kaalam,Chakri Toleti,"Nayanthara, Bhoomika Chawla, Prem Kathir, Rohini Hattangadi, Pratap Pothen, Julian Freund",India,"April 24, 2020",2019,107,The speech-and-hearing-impaired heiress of a palatial mansion must rely on basic instincts when a masked invader is determined to kill her.,International Movies
+s3436,Movie,Komola Rocket,Noor Imran Mithu,"Tauquir Ahmed, Mosharraf Karim, Joyraj, Samia Said, Dominic Gomez",Bangladesh,"January 7, 2019",2018,95,"As the lives of rich and poor passengers aboard a steamship unfold, buried secrets, lustful affairs and selfish desires are exposed.",Dramas
+s3438,Movie,Kon-Tiki,"Joachim Rønning, Espen Sandberg","Pål Sverre Hagen, Anders Baasmo Christiansen, Tobias Santelmann, Gustaf Skarsgård, Odd Magnus Williamson, Jakob Oftebro, Agnes Kittelsen, Peter Wight, Amund Hellum Noraker, Eilif Hellum Noraker",United Kingdom,"April 26, 2019",2012,96,"With five loyal friends in tow, explorer Thor Heyerdahl sails a fragile balsa wood raft along an ancient path some 4,300 miles across the Pacific.",Action
+s3443,Movie,Koshish,Gulzar,"Sanjeev Kumar, Jaya Bhaduri, Asrani, Seema, Om Shivpuri, Dina Pathak",India,"December 31, 2019",1972,115,A speech and hearing-impaired couple persists through unforgiving obstacles to be accepted by society and live a life of dignity.,International Movies
+s3444,Movie,Kraftidioten,Hans Petter Moland,"Stellan Skarsgård, Pål Sverre Hagen, Bruno Ganz, Hildegun Riise, Peter Andersson, Birgitte Hjort Sørensen, Jakob Oftebro, Anders Baasmo Christiansen, Jon Øigarden, Gard B. Eidsvold, Kristofer Hivju, Birgitte Hjort Sorensen, Stellan Skarsgard",Norway,"January 5, 2017",2014,117,"When he sets out to avenge his son's murder, mild-mannered snowplow driver Nils sparks a war between a Norwegian mobster and his Serbian rival.",Comedies
+s3449,Movie,Krish Trish and Baltiboy: Face Your Fears,Tilak Shetty,"Tarun Ratnani, Smita Malhotra, Deepak Chachra",India,"November 17, 2017",2017,65,"In three tales about fear, a baby elephant gets captured by a circus, two boys enter a haunted house and a parrot faces his fear of flying.",Children
+s3453,Movie,Krisha,Trey Edward Shults,"Krisha Fairchild, Alex Dobrenko, Robyn Fairchild, Chris Doubek, Victoria Fairchild, Bryan Casserly, Chase Joliet, Atheena Frizzell, Augustine Frizzell, Bill Wise, Olivia Grace Applegate, Trey Edward Shults",United States,"November 7, 2018",2015,81,"After 10 years away from her family, Krisha returns for Thanksgiving, but bitter grudges and troubling addictions threaten to ruin the event.",Dramas
+s3454,Movie,Krishna and His Leela,Ravikanth Perepu,"Siddhu Jonnalagadda, Shraddha Srinath, Seerat Kapoor, Shalini Vadnikatti, Jhansi, Viva Harsha, Sampath Raj, Samyuktha Hornad",India,"June 25, 2020",2020,126,"Torn between his past and present girlfriends, a confused bachelor’s indecisiveness spins a web of lies and cheating as he struggles to commit.",International Movies
+s3456,Movie,Krishna Cottage,Santram Varma,"Sohail Khan, Isha Koppikar, Natasha, Rati Agnihotri",India,"May 31, 2019",2004,124,True love is put to the test when another woman comes between a pair of star-crossed young lovers in this thriller.,Action
+s3457,Movie,Kristy,Oliver Blackburn,"Haley Bennett, Ashley Greene, Erica Ash, Lucas Till, Chris Coy, Al Vicente, Wayne Pére, Jon Arthur, Mike Seal",United States,"October 31, 2015",2013,85,"Opting to stay on campus over the Thanksgiving holiday, coed Justine and a handful of friends find their break violently disrupted by a sadistic gang.",Horror Movies
+s3458,Movie,Krutant,Datta Mohan Bhandare,"Suyog Rajendra Gorhe, Sandeep Kulkarni, Vidya Karanjikar, Sayli Patil",India,"June 2, 2019",2019,114,"When a busy workaholic leaves town to meet friends, an unexpected delay leads him to the hut of an old man, whose haunting tale could change his life.",Dramas
+s3459,Movie,Krystal,William H. Macy,"Rosario Dawson, Nick Robinson, Jacob Latimore, Grant Gustin, William H. Macy, Kathy Bates, Felicity Huffman, William Fichtner, T.I., Rick Fox, Amy Parrish",United States,"January 1, 2019",2017,93,A kid with a heart condition falls for an ex-stripper with a lot of baggage and joins her Alcoholics Anonymous group to catch her attention.,Comedies
+s3460,Movie,Kucch To Hai,Anil V. Kumar,"Tusshar Kapoor, Esha Deol, Natasha, Jeetendra, Rishi Kapoor",India,"May 15, 2019",2003,136,"A student tries to steal a test from a teacher's home, leaving him for dead after an accident. A string of murders may be the professor's revenge.",Dramas
+s3461,Movie,Kuch Kuch Hota Hai,Karan Johar,"Shah Rukh Khan, Kajol, Rani Mukerji, Farida Jalal, Reema Lagoo, Salman Khan, Archana Puran Singh, Himani Shivpuri, Johny Lever, Anupam Kher, Sana Saeed",India,"April 1, 2020",1998,185,"Per her mother’s last wish, a girl sets out to reunite her father with the college best friend who loved him – only to discover the woman is engaged.",Comedies
+s3462,Movie,Kuldip Patwal: I Didn't Do It!,Remy Kohli,"Deepak Dobriyal, Gulshan Devaiah, Raima Sen, Parvin Dabas, Anurag Arora, Jameel Khan, Priyanka Setia",India,"December 31, 2019",2017,126,"Accused of killing a politician, a local grocer’s fight to prove his innocence reveals his lifelong struggles with injustice leading up to the incident.",Dramas
+s3465,Movie,Kung Fu Hustle,Stephen Chow,"Stephen Chow, Yuen Wah, Yuen Qiu, Lam Chi-chung, Dong Zhihua, Chiu Chi-ling, Xing Yu, Danny Chan Kwok-kwan, Leung Siu-lung",Hong Kong,"April 1, 2020",2004,99,"Sing, a mobster in 1940s China, longs to be as cool as the formally clad Axe Gang, a band of killers who rule Hong Kong, but can only pretend.",Action
+s3466,Movie,Kung Fu Magoo,Andrés Couturier,"Dylan Sprouse, Cole Sprouse, Alyson Stoner, Tom Kenny, Chris Parnell, Rodger Bumpass, Maile Flanagan, Wally Wingert, Candi Milo, Jim Ward",Mexico,"August 1, 2018",2010,79,"Shortsighted curmudgeon Mr. Magoo and his young nephew, Justin, fight such nefarious foes as kung fu villains, robot spiders and teenage mutants.",Children
+s3467,Movie,Kung Fu Panda: Holiday,Tim Johnson,"Jack Black, Angelina Jolie, Dustin Hoffman, Jackie Chan, Seth Rogen, Lucy Liu, David Cross, James Hong, Dan Fogler",United States,"December 1, 2012",2010,26,"As preparations for the Winter Feast build, Po is caught between his obligations as the Dragon Warrior and his family holiday traditions.",Children
+s3468,Movie,Kung Fu Panda: Secrets of the Scroll,Rodolphe Guenoden,"Jack Black, Dustin Hoffman, Seth Rogen, David Cross, Lucy Liu, Tara Macri, James Hong, Randall Duk Kim",United States,"March 25, 2016",2016,23,"When a twist of fate brings five unlikely animals together, they find that combining their unique kung fu styles as a team makes the perfect weapon!",Children
+s3469,Movie,Kung Fu Yoga,Stanley Tong,"Jackie Chan, Disha Patani, Amyra Dastur, Sonu Sood, Aarif Rahman, Miya Muqi, Zhang Yixing, Eric Tsang",China,"October 6, 2017",2017,107,Two mismatched archaeologists battle a team of vicious mercenaries in a race to discover an ancient Tibetan treasure of unimaginable worth.,Action
+s3470,Movie,Kuntilanak,Rizal Mantovani,"Sandrinna M Skornicki, Aurélie Moeremans, Fero Walandouw, Andryan Bima, Ciara Nadine Brosnan, Ali Fikry, Adlu Fahrezy, Nena Rosier, Naufal Ho, Aqi Singgih",Indonesia,"October 12, 2018",2018,106,Five youngsters discover that an antique mirror found in their orphanage is home to an evil ghost who kidnaps children and imprisons them inside it.,Horror Movies
+s3472,Movie,Kurbaan,Renzil D'Silva,"Kareena Kapoor, Saif Ali Khan, Om Puri, Diya Mirza, Vivek Oberoi, Kulbhushan Kharbanda, Kiron Kher, Rupinder Nagra, Nauheed Cyrusi",India,"October 1, 2018",2009,147,"When a young Indian couple moves to the American suburbs, they are shocked to discover that they've become enmeshed in a secret terrorist plot.",International Movies
+s3474,TV Show,Kuromukuro,Tensai Okamura,"Yohei Azakami, M・A・O, Reina Ueda, Asami Seto, Kaito Ishikawa, Yusuke Kobayashi, Shunsuke Takeuchi, Manami Sugihira, Momo Asakura, Kanako Tojo, Ryohei Kimura, Hikaru Ueda, Taiten Kusunoki",Japan,"July 4, 2016",2016,2,"When mecha attack a research center, its students, pilots, and researchers must fight back with the help of mysterious artifacts and a young samurai.",Anime Series
+s3475,Movie,Kurt & Courtney,Nick Broomfield,"Kurt Cobain, Courtney Love",United Kingdom,"January 8, 2019",1998,95,"This film charts Nirvana's Kurt Cobain's rise to fame, his drug-addled romance with Courtney Love and the conspiracy theories surrounding his death.",Documentaries
+s3477,Movie,Kurtulus Son Durak,Yusuf Pirhasan,"Belçim Bilgin, Demet Akbağ, Asuman Dabak, Ayten Soykök, Damla Sönmez, Mete Horozoğlu, Ahmet Mümtaz Taylan, Yavuz Bingöl, Hüseyin Soysalan, Tolga Karaçelik, Nihal Yalçın",Turkey,"March 10, 2017",2012,100,"When a recently single psychologist moves to a new neighborhood, she finds friendship with women starting to rebel against years of domestic abuse.",Comedies
+s3478,Movie,Kya Kehna,Kundan Shah,"Preity Zinta, Saif Ali Khan, Anupam Kher, Farida Jalal, Chandrachur Singh",India,"April 1, 2018",2000,149,A young university student's world is shaken after her brief involvement with a wealthy playboy results in her pregnancy.,Dramas
+s3479,Movie,Kyaa Kool Hai Hum,Sangeeth Sivan,"Tusshar Kapoor, Riteish Deshmukh, Isha Koppikar, Neha Dhupia, Anupam Kher, Jay Sean",India,"May 15, 2019",2005,165,"Longtime friends Rahul and Karan head to Mumbai intent on making their dreams come true, but both men are suddenly saddled with bad luck.",Comedies
+s3480,Movie,Kyaa Kool Hain Hum 3,Umesh Ghadge,"Tusshar Kapoor, Aftab Shivdasani, Krishna Abhishek, Mandana Karimi, Shakti Kapoor, Darshan Jariwala, Sushmita Mukherjee, Meghna Naidu, Anand Kumar, Claudia Ciesla",India,"May 15, 2019",2016,124,"When an unlikely porn actor falls for a woman outside the industry, he employs his co-stars as a stand-in traditional family to impress her father.",Comedies
+s3481,Movie,Kygo: Live at the Hollywood Bowl,Devin Chanda,Kygo,United States,"March 12, 2018",2017,52,Join Norwegian electronic music superstar Kygo onstage and behind the scenes as he performs at the famed L.A. venue with a bevy of special guests.,Music
+s3482,Movie,Kyo Kii... Main Jhuth Nahin Bolta,David Dhawan,"Govinda, Mohnish Bahl, Sharad Kapoor, Satish Kaushik, Anupam Kher, Kiran Kumar, Rambha, Sushmita Sen",India,"May 16, 2019",2001,150,The life and career of a lawyer are thrown into chaos when his son's wish magically renders him incapable of telling a lie.,Comedies
+s3483,Movie,Kyun! Ho Gaya Na,Samir Karnik,"Aishwarya Rai Bachchan, Vivek Oberoi, Amitabh Bachchan, Om Puri, Rati Agnihotri, Sunil Shetty, Tinnu Anand, Rahul Singh",India,"March 1, 2018",2004,165,"Cinematic lovebirds Aishwarya Rai and Vivek Oberoi star in this love story about a sweet young girl, Diya, brought up by her widowed father on a coffee plantation in the village of Coorg.",International Movies
+s3486,Movie,La Última Fiesta,"Leandro Mark, Nicolás Silbert","Nicolás Vázquez, Alan Sabbagh, Benjamín Amadeo, Eva De Dominici, César Bordón, Julian Kartun, Paula Carruega, Luciano Rossi, Ezequiel Campa",Argentina,"February 1, 2017",2016,104,Three best buddies are thrown into a wild chase for a priceless painting that was stolen from a house they used to throw a huge party.,Comedies
+s3488,Movie,La Bamba,Luis Valdez,"Lou Diamond Phillips, Esai Morales, Rosanna DeSoto, Elizabeth Peña, Danielle von Zerneck, Joe Pantoliano, Rick Dees, Marshall Crenshaw, Howard Huntsberry, Brian Setzer",United States,"January 1, 2020",1987,109,"The plane crash that killed Buddy Holly also took Ritchie Valens, whose modest upbringing and rise to fame are depicted in this exhilarating biopic.",Classic Movies
+s3490,Movie,La Coppia dei Campioni,Giulio Base,"Massimo Boldi, Massimiliano Tortora, Anna Maria Barbera, Massimo Ceccherini, Pia Lanciotti, Flora Canto",Italy,"February 15, 2017",2016,88,"After winning a shared trip to a soccer match, two colleagues who hold opposite world views find they're stuck traveling together for the duration.",Comedies
+s3498,Movie,La Leyenda del Diamante,Roberto Girault Facha,"Ana Layevska, Alex Sirvent, Paulina Goto, Fernando Estrada, Alejandro Oliva, David Villegas, Xavier Cervantes, Cuauhtémoc Duque, Karyme Lozano, Rodrigo Treviño",Mexico,"June 28, 2019",2017,87,"When a gun-toting rebel tries to rescue her kidnapped sister, she finds herself up against a widely feared desperado and a cursed guardian of treasure.",Action
+s3507,TV Show,La Viuda Negra,Alejandro Lozano,"Ana Serradilla, Julián Román, Ramiro Meneses, Juan Pablo Gamboa, Eileen Moreno, Luis Alfredo Velasco, Margarita Reyes, Alexander Gil, Luis Roberto Guzmán, Raúl Méndez",Colombia,"January 15, 2019",2016,1,"Beautiful and ruthless Griselda Blanco, known as the queen of cocaine, becomes Pablo Escobar's boss and governs a world of deceit and death.",Crime TV
+s3508,Movie,Laal Rang,Syed Ahmad Afzal,"Randeep Hooda, Piaa Bajpai, Jaihind Kumar, Akshay Oberoi, Rajneesh Duggal, Ashutosh Kaushik, Meenakshi Dixit, Shreya Narayan, Rajendra Sethi",India,"March 1, 2018",2016,143,"Eager for cash, Rajesh joins his friend Shankar's blood-theft operation. As Rajesh's greed grows and the cops close in, Shankar is poised to explode.",Dramas
+s3509,Movie,Laatu,Manav Shah,"Gagan Kokri, Aditi Sharma, Karamjit Anmol, Sardar Sohi, Anita Devgan, Ashish Duggal, Nisha Bano, Harby Sangha, Rahul Jungral, Prakash Gadhu",India,"May 2, 2019",2018,116,A man who hopes to bring light to his village must compete with an officer from the electricity department to win over the love of his life.,Comedies
+s3510,Movie,Laddaland,Sopon Sukdapisit,"Saharat Sangkapreecha, Pok Piyatida Woramusik, Sutatta Udomsilp, Athipich Chutiwatkajornchai, Deuntem Salitul, Sahajak Boonthanakit",Thailand,"September 7, 2018",2011,112,"When a family moves into an upscale housing development, they encounter a series of paranormal events that drive them to the edge of insanity.",Horror Movies
+s3513,Movie,Lady Bird,Greta Gerwig,"Saoirse Ronan, Laurie Metcalf, Tracy Letts, Lucas Hedges, Timothée Chalamet, Beanie Feldstein, Lois Smith, Stephen Henderson, Odeya Rush, Jordan Rodrigues",United States,"June 3, 2020",2017,94,"An intrepid high schooler in Sacramento undergoes the trials of love, family and self-discovery as she dreams of escaping to college on the East Coast.",Comedies
+s3514,Movie,Lady Bloodfight,Chris Nahon,"Amy Johnston, Muriel Hofmann, Jenny Wu, Kathy Wu, Jet Tranter, Mayling Ng",Hong Kong,"August 5, 2017",2016,101,An American travels to Hong Kong in hopes of winning a lucrative – but potentially deadly – all-female underground fighting tournament.,Action
+s3515,Movie,Lady Driver,Shaun Paul Piccinino,"Grace Van Dien, Sean Patrick Flanery, Christina Moore, Casper Van Dien, Amanda Detmer, John Ducey, Matthew Joel Kranyak, David Gridley",United States,"May 2, 2020",2019,104,"When a rebellious teen searches for her unknown roots, it leads her to the sport of dirt track racing and a discovery she didn't expect.",Dramas
+s3517,Movie,Lady in the Water,M. Night Shyamalan,"Paul Giamatti, Bryce Dallas Howard, Jeffrey Wright, Bob Balaban, Sarita Choudhury, Cindy Cheung, M. Night Shyamalan, Freddy Rodríguez, Bill Irwin, Mary Beth Hurt",United States,"July 1, 2019",2006,110,"When an apartment building manager discovers a water nymph in the complex's swimming pool, he tries to help her return to her mythical home.",Sci-Fi
+s3518,Movie,Lady J,Emmanuel Mouret,"Cécile De France, Edouard Baer, Alice Isaaz, Natalia Dontcheva",France,"March 8, 2019",2019,111,"When her romance with a lustful marquis takes an unwelcome turn, a wealthy widow concocts a scheme to get revenge – with help from a younger woman.",Dramas
+s3521,Movie,Laerte-se,"Lygia Barbosa da Silva, Eliane Brum",Laerte Coutinho,Brazil,"May 19, 2017",2017,101,"After living as a man for nearly 60 years, Laerte Coutinho, one of Brazil's most brilliant cartoonists, introduces herself to the world as a woman.",Documentaries
+s3522,Movie,Lagaan,Ashutosh Gowariker,"Aamir Khan, Gracy Singh, Rachel Shelley, Paul Blackthorne, Kulbhushan Kharbanda, Raghuvir Yadav, Yashpal Sharma, Rajendranath Zutshi, Rajesh Vivek, Aditya Lakhia",India,"January 10, 2021",2001,224,"In 1890s India, an arrogant British commander challenges the harshly taxed residents of Champaner to a high-stakes cricket match.",Dramas
+s3525,Movie,Lakshya,Farhan Akhtar,"Amitabh Bachchan, Hrithik Roshan, Preity Zinta, Om Puri, Sharad Kapoor, Rajendranath Zutshi, Sushant Singh, Prashant Chainani, Shakeel Khan, Ranvir Shorey",India,"December 15, 2019",2004,185,"After dropping out of the army, a spoiled teenager reenlists and proves his mettle by becoming an officer just as war breaks out.",Action
+s3526,Movie,Lal Patthar,Sushil Majumdar,"Raaj Kumar, Hema Malini, Rakhee Gulzar, Vinod Mehra, Asit Kumar Sen, Paintal, Dulari, Chandramohan, Sujata Bakshi, Meena T.",India,"July 1, 2017",1971,153,"A vain, self-righteous nobleman falls in love with a village girl and tries to transform her into his version of the ideal woman.",Classic Movies
+s3527,Movie,Lalbaug Parel: Zali Mumbai Sonyachi,Mahesh Manjrekar,"Sachin Khedekar, Seema Biswas, Ankush Chaudhari, Satish Kaushik, Siddarth Jadhav, Shashank Shende, Sameer Dharmadhikari, Karan Patel, Veena Jamkar, Kashmira Shah",India,"March 15, 2018",2010,145,Industrial workers struggle against the greed of their employers and the apathy of the government toward the conditions in which they live and work.,Dramas
+s3529,Movie,Lang Tong,Sam Loh,"William Lawandi, Angeline Yap, Vivienne Tseng, Esther Goh, Alan Tan",Singapore,"December 20, 2018",2015,82,"After seducing a philandering con man, a rebellious young woman enlists his help in carrying out a heinous crime against her sister.",International Movies
+s3530,Movie,Lara and the Beat,Tosin Coker,"Seyi Shay, Somkele Iyamah, Vector, Chioma Chukwuka Akpotha, Uche Jumbo, Sharon Ooja, Shaffy Bello, Saidi Balogun, Kemi Lala Akindoju, Ademola Adedoyin",Nigeria,"September 14, 2020",2018,140,"When their glamorous, fast-paced lifestyle comes to a screeching halt, two sisters try to rebuild their fortunes through music and enterprise.",Dramas
+s3531,Movie,Larceny,R. Ellis Frazier,"Dolph Lundgren, Corbin Bernsen, Louis Mandylor, Isaac C. Singleton Jr., Jocelyn Osorio, Eddie J. Fernandez, David Fernandez Jr., Mauricio Mendoza, Steven Dell, Luis Gatica",United States,"September 15, 2017",2017,87,An ex-CIA contractor turned thief is forced to head a CIA gambit to infiltrate a black ops Mexican prison and steal $50 million in drug cartel money.,Action
+s3533,Movie,Larry the Cable Guy: Remain Seated,Brian Volk-Weiss,Larry the Cable Guy,United States,"November 26, 2020",2020,68,"With his signature call to ""Git-R-Done,"" Larry muses on swampy weather, late-night shopping at Walmart and other raunchy tales of life in rural America.",Stand-Up
+s3540,Movie,Last Ferry,Jaki Bradley,"Ramón O. Torres, Sheldon Best, Myles Clohessy, Larry Owens, Gabriel Sloyer",United States,"March 11, 2020",2019,86,"Seeking romance and friendship, a young gay lawyer travels to Fire Island in the off-season and is soon on the run after witnessing a murder.",Dramas
+s3541,Movie,Last Flight to Abuja,Obi Emelonye,"Omotola Jalade-Ekeinde, Hakeem Kae-Kazim, Jim Iyke, Ali Nuhu, Jide Kosoko, Anthony Monjaro, Jennifer Oguzie, Uru Eke, Celine Loader",Nigeria,"June 16, 2020",2012,76,"When disaster strikes mid-flight, a commercial plane's frantic passengers confront their pasts and the possibility of death. Based on true events.",Dramas
+s3543,Movie,Last Knights,Kazuaki Kiriya,"Clive Owen, Morgan Freeman, Cliff Curtis, Aksel Hennie, Peyman Moaadi, Ayelet Zurer, Shohreh Aghdashloo, Tsuyoshi Ihara, Ahn Sung-kee",United Kingdom,"August 1, 2019",2015,115,A nobleman who values his people's well-being over his emperor's edicts is killed. His knights vow revenge.,Action
+s3544,Movie,Last Night,Massy Tadjedin,"Keira Knightley, Sam Worthington, Guillaume Canet, Eva Mendes, Griffin Dunne, Anson Mount, Stephanie Romanov, Scott Adsit, Daniel Eric Gold",United States,"January 1, 2019",2010,93,"During an evening apart, married couple Joanna and Michael encounter tempting opportunities to cheat on each other with sexy acquaintances.",Dramas
+s3545,TV Show,Last Tango in Halifax,Juliet May,"Derek Jacobi, Anne Reid, Sarah Lancashire, Nicola Walker, Edward Ashley, Louis Greatorex, Josh Bolt",United Kingdom,"January 12, 2021",2020,4,Two widowed childhood sweethearts fall for each other all over again when they are reunited over the Internet after nearly 60 years.,British TV
+s3546,Movie,Late Life: The Chien-Ming Wang Story,Frank W Chen,Chien-Ming Wang,United States,"March 15, 2019",2018,98,Injuries sidelined the bright career of New York Yankees pitcher Chien-Ming Wang. This documentary captures his relentless battle back to the majors.,Documentaries
+s3547,Movie,Latte and the Magic Waterstone,"Regina Welker, Nina Wels","Ashley Bornancin, Carter Hastings",Germany,"July 31, 2020",2020,83,"When a greedy bear steals a magic stone to keep the forest’s water for himself, a brave hedgehog and a timid squirrel must work together to retrieve it.",Children
+s3548,Movie,Lavell Crawford: Can a Brother Get Some Love?,Michael Drumm,Lavell Crawford,United States,"August 2, 2016",2011,81,"""Last Comic Standing"" runner-up Lavell Crawford lords over a hometown crowd at St. Louis's Orpheum Theatre, raking in the love – and the laughs.",Stand-Up
+s3550,Movie,Lawless,John Hillcoat,"Shia LaBeouf, Jessica Chastain, Jason Clarke, Guy Pearce, Lew Temple, Gary Oldman, Tim Tolin, Dane DeHaan, Mia Wasikowska, Chris McGarry, Tom Hardy",United States,"December 29, 2019",2012,116,"This true-to-life action saga profiles Virginia's bootlegging Bondurant brothers, whose exploits during the Prohibition era made them outlaw heroes.",Dramas
+s3552,Movie,Layer Cake,Matthew Vaughn,"Daniel Craig, Colm Meaney, Kenneth Cranham, Sienna Miller, Tom Hardy, Michael Gambon, George Harris, Jamie Foreman, Marcel Iures, Ben Whishaw, Tamer Hassan",United Kingdom,"March 1, 2019",2004,105,A seasoned British drug dealer longs to ditch his illegal trade. But he can't do that without wrapping up just one more job.,Independent Movies
+s3553,Movie,Layla M.,Mijke de Jong,"Nora El Koussour, Ilias Addab, Mohammed Azaay, Esma Abouzahra, Bilal Wahib, Nezha Karim, Ayisha Siddiqi, Aziz Akazim, Hassan Akkouch, Husam Chadat",Netherlands,"March 23, 2018",2016,99,"In response to the repeated bigotry she faces, a Muslim teen in Amsterdam tries to find a sense of belonging in the world of fundamentalist Islam.",Dramas
+s3554,Movie,Le K Benzema,"Damien Piscarel, Florent Bodin",Karim Benzema,France,"May 1, 2018",2017,121,"After a blackmailing scandal and being sidelined from the French national team, Real Madrid forward Karim Benzema tells his side of the story.",Documentaries
+s3558,Movie,Leap Year,Anand Tucker,"Amy Adams, Matthew Goode, Adam Scott, John Lithgow, Noel O'Donovan, Tony Rohr, Pat Laffan, Alan Devlin, Ian McElhinney, Dominique McElligott",United States,"November 15, 2019",2010,100,"Anna chooses February 29 to propose marriage to her boyfriend, but after meeting a charming innkeeper, she must evaluate her original plans.",Comedies
+s3559,Movie,Leap!,"Eric Summer, Éric Warin","Bronwen Mantel, Mel Brooks, Maddie Ziegler, Dane DeHaan, Julie Khaner, Elle Fanning, Terrence Scammell, Tamir Kapelian, Carly Rae Jepsen",France,"January 7, 2021",2016,89,"Félicie and Victor, two young friends in 1880s France, escape from an orphanage to pursue their dreams in Paris, the glittering City of Lights.",Children
+s3560,Movie,LeapFrog: Letter Factory,Roy Allen Smith,"Joey Camen, Marie Danielle, Mark Cacciatore, Dave Fennoy, Debi Derryberry",United States,"April 15, 2020",2003,37,"In this entertaining installment of the wildly popular early-learning series, Professor Quigley, Leap, Lily and Tad arrive at the magical Letter Factory, where jumbles of sounds are miraculously shaped into letters.",Children
+s3561,Movie,LeapFrog: Numberland,Ron Myrick,"Jeannie Elias, Kat Feller, Sandy Fox, Cindy Robinson, Richard Rosenblatt",United States,"April 15, 2020",2011,33,"With transport support from their magic car, Axel, the LeapFrog pets make a new friend named Max, who helps them learn counting skills in Numberland.",Uncategorized
+s3562,Movie,LeapFrog: Phonics Farm,Ron Myrick,"Jeannie Elias, Kat Feller, Sandy Fox, Cindy Robinson, Richard Rosenblatt",United States,"April 15, 2020",2011,35,Scout takes a magical trip to a farm where an alligator and other friendly critters teach him all about sounding out the letters of the alphabet.,Uncategorized
+s3566,Movie,Lechmi,B.N. Shajeer Sha,"Parvathy Ratheesh, Biju Sopanam, Sethulekshmi Amma, Molly Angamaly",India,"August 1, 2018",2017,147,"The spirit of a murdered woman contacts four bachelors, enlisting their help to find her killer.",Comedies
+s3567,Movie,Lee Daniels' The Butler,Lee Daniels,"Forest Whitaker, Oprah Winfrey, John Cusack, Jane Fonda, Cuba Gooding Jr., Terrence Howard, Lenny Kravitz, James Marsden, David Oyelowo, Alan Rickman, Liev Schreiber, Robin Williams, Mariah Carey, Alex Pettyfer, Vanessa Redgrave, David Banner, Michael Rainey Jr.",United States,"December 16, 2020",2013,132,The life of a White House butler who worked for eight presidents unfolds against a backdrop of unparalleled change in American history.,Dramas
+s3568,Movie,Left Behind,Vic Armstrong,"Nicolas Cage, Chad Michael Murray, Cassi Thomson, Nicky Whelan, Jordin Sparks, Lea Thompson, Gary Grubbs, Quinton Aaron",United States,"December 26, 2018",2014,110,"After millions of people on Earth suddenly disappear, a pilot flying a plane stuck at 30,000 feet must find a way to ensure the passengers' survival.",Action
+s3570,Movie,Legend,Brian Helgeland,"Tom Hardy, Emily Browning, David Thewlis, Duffy, Christopher Eccleston, Chazz Palminteri, Paul Bettany, Taron Egerton, Colin Morgan, Tara Fitzgerald",United Kingdom,"January 16, 2020",2015,132,Identical twins and notorious gangsters Reggie and Ronnie Kray elude the authorities in 1960s London while transfixing and terrifying the public.,Dramas
+s3571,Movie,Legend of the Guardians: The Owls of Ga'Hoole,Zack Snyder,"Helen Mirren, Geoffrey Rush, Jim Sturgess, Hugo Weaving, Emily Barclay, Abbie Cornish, Ryan Kwanten, Anthony LaPaglia, Miriam Margolyes, Sam Neill",United States,"January 1, 2020",2010,97,"Soren, a barn owl kidnapped from his peaceful forest home, is brought to an orphanage where he must train to become a soldier.",Children
+s3572,Movie,Legend of the Naga Pearls,Yang Lei,"Darren Wang, Zhang Tianai, Sheng Guansen, Simon Yam, Wang Xun, Zhao Jian, Xing Yu, Hu Bing, He Sui, Luxia Jiang",China,"March 30, 2018",2017,108,"A petty thief teams up with two bickering accomplices to safeguard a powerful relic and save humankind from a tribe of vengeful, winged humanoids.",Action
+s3575,Movie,Legendary Weapons of China,Chia-Liang Liu,"Gordon Liu, Chia Yung Liu, Hou Hsiao, Chia-Liang Liu, Tiet Wo Chu, Sheng Fu, Kara Hui",Hong Kong,"August 16, 2018",1982,101,"Three assassins – magician Lei Ying, hit man Tieh Hon and kung fu master Ti Tan – are sent to Yunnan by their clan leader to bring to justice another clan member who betrayed the tribe.",Action
+s3577,Movie,LEGENDS OF THE HIDDEN TEMPLE,Joe Menendez,"Isabela Moner, Jet Jurgensmeyer, Colin Critchley, Kirk Fogg, Dee Bradley Baker",United States,"November 2, 2019",2016,68,"A trio of siblings gets trapped in a secret temple, where they must navigate a risky obstacle course to make it out. Inspired by the ‘90s game show.",Children
+s3578,Movie,Legion,Scott Stewart,"Paul Bettany, Lucas Black, Tyrese Gibson, Adrianne Palicki, Charles S. Dutton, Jon Tenney, Kevin Durand, Willa Holland, Kate Walsh, Dennis Quaid, Jeanette Miller, Cameron Harlow, Doug Jones, Josh Stamberg, Yancey Arias",United States,"November 1, 2019",2010,100,A motley crew of apocalypse survivors living at an abandoned truck stop never suspects that the pregnant woman among them is carrying the Messiah.,Action
+s3580,Movie,Lego DC Comics: Batman Be-Leaguered,Rick Morales,"Dee Bradley Baker, Troy Baker, John DiMaggio, Grey DeLisle, Tom Kenny, Nolan North, Khary Payton, James Arnold Taylor",United States,"February 1, 2019",2014,22,"When Superman and the other Justice League superheroes start disappearing, it's up to Batman to unravel the caper and save the day.",Uncategorized
+s3583,TV Show,Lego Friends: Girls on a Mission,"Andrew Tan, Stephen Murray","Jasmine St. Clair, Allegra Clark, Rosamund Marks, Faye Mata, Kira Buckland, David Roach, Bradley Venable",Denmark,"February 1, 2019",2018,1,"Five best friends put their teamwork, wits and courage to the test when they take on a mission to protect Heartlake City from bad people.",Kids
+s3588,Movie,LEGO Jurassic World: The Indominus Escape,Michael D. Black,"A.J. LoCascio, Sendhil Ramamurthy, Fred Tatasciore, Jake Johnson, Lauren Lapkus, Zachary Levi, BD Wong, David Gunning",United States,"October 4, 2016",2016,25,The scientists of Jurassic World create a captivating and terrifying new creature that loves hot dogs. But what happens when the hot dogs run out?,Children
+s3589,Movie,LEGO Marvel Super Heroes: Avengers Reassembled!,Rob Silvestri,"Laura Bailey, Troy Baker, Eric Bauza, Ben Diskin, Grant George, JP Karliak, Jim Meskimen, Bumper Robinson, Roger Craig Smith, Fred Tatasciore, Travis Willingham, Mick Wingert",United States,"August 6, 2017",2015,22,"When Ultron seizes control of Iron Man's armor, the Avengers race to save their friend and stop an evil plot to take over the world.",Children
+s3590,Movie,LEGO Marvel Super Heroes: Black Panther,Michael D. Black,"James Mathis III, Keston John, Yvette Nicole Brown, Daisy Lightfoot, Isaac C. Singleton Jr., Trevor Devall, Liam O'Brien, Mick Wingert, Fred Tatasciore, Laura Bailey",United States,"February 1, 2019",2018,22,"When Thanos joins forces with villains Killmonger and Klaue to destroy Earth, Black Panther rushes to stop them from stealing Wakanda's vibranium.",Children
+s3596,Movie,LEGO: Marvel Super Heroes: Maximum Overload,Greg Richardson,"Troy Baker, Drake Bell, Fred Tatasciore, Dee Bradley Baker, Steve Blum, Adrian Pasdar, Greg Cipes, Chi McBride, Barry Dennen, Robin Atkin Downes",United States,"January 6, 2017",2013,22,Villainous Loki is amassing an army to conquer Earth! His antics are keeping Spider-Man and S.H.I.E.L.D. busy as they tackle a host of bad guys.,Children
+s3600,Movie,Lens,Jayaprakash Radhakrishnan,"Jayaprakash Radhakrishnan, Anand Sami, Aswathy Lal, Misha Ghoshal",India,"June 1, 2017",2015,109,"Addicted to webcams and voyeurism, a married man gets more than he bargained for when an online stranger tries to force him to watch a suicide.",Dramas
+s3602,Movie,Leo the Lion,Mario Cambi,"Daniel Amerman, John Cygan, Matthew Mercer, Amanda Allan, Porter Hansen, Debi Derryberry, Mari Devon, Eileen Galindo, Cole Sand",United States,"December 20, 2015",2013,78,"Eschewing the carnivorous ways of his fellow lions, maverick Leo follows a vegetarian diet – causing the other lions to shun him.",Children
+s3604,Movie,Les Misérables,Tom Hooper,"Hugh Jackman, Russell Crowe, Anne Hathaway, Amanda Seyfried, Sacha Baron Cohen, Helena Bonham Carter, Eddie Redmayne, Aaron Tveit, Samantha Barks, Daniel Huttlestone",United Kingdom,"August 16, 2020",2012,158,"The musical version of Victor Hugo's epic tale of love and sacrifice, first produced for the stage in 1985, now receives the big-screen treatment.",Dramas
+s3605,Movie,Leslie Jones: Time Machine,"David Benioff, D.B. Weiss",Leslie Jones,United States,"January 14, 2020",2020,66,"From trying to seduce Prince to battling sleep apnea, Leslie Jones traces her evolution as an adult in a joyfully raw and outrageous stand-up special.",Stand-Up
+s3608,Movie,Let It Snow,Luke Snellin,"Isabela Moner, Shameik Moore, Kiernan Shipka, Odeya Rush, Liv Hewson, Mitchell Hope, Jacob Batalon, Joan Cusack, Matthew Noszka, Anna Akana, Miles Robbins, D'Arcy Carden, Mason Gooding, Andrea De Oliveira, Victor Rivers",United States,"November 8, 2019",2019,93,"A snowstorm hits a small town on a cold Christmas Eve, affecting the friendships, love lives and futures of several high school seniors.",Comedies
+s3609,Movie,Let There Be Light,John Huston,Walter Huston,United States,"March 31, 2017",1946,58,Some returning combat veterans suffer scars that are more psychological than physical. This film follows patients and staff during their treatment.,Classic Movies
+s3610,Movie,Let's Dance,Inas El-Degheidy,"Yousra, Tamer Hagras, Ezzat Abou Aouf, Hala Sedki, Marwan Azab",Egypt,"June 2, 2020",2006,116,"Disillusioned with her humdrum routine, a married lawyer secretly enrolls in a dance school in this remake of the 1996 Japanese film “Shall We Dance?”",Comedies
+s3614,TV Show,Leyla and Mecnun,Onur Ünlü,"Ali Atay, Melis Birkan, Serkan Keskin, Ahmet Mümtaz Taylan, Cengiz Bozkurt, Osman Sonant, Köksal Engür, Ege Tanman, İştar Gökseven",Turkey,"April 15, 2017",2014,3,"Destiny brings Mecnun and Leyla together as newborns, and again years later. Despite unexpected turns in Mecnun's zany life, Leyla remains a constant.",International TV
+s3616,Movie,Lez Bomb,Jenna Laurenzo,"Jenna Laurenzo, Deirdre O'Connell, Brandon Michael Hall, Kevin Pollak, Elaine Hendrix, Steve Guttenberg, Cloris Leachman, Bruce Dern",United States,"February 7, 2019",2018,90,A young woman's attempt to come out of the closet on Thanksgiving gets complicated when her male roommate shows up to her parents' home unannounced.,Comedies
+s3617,Movie,"Liar, Liar, Vampire",Vince Marcello,"Rahart Adams, Brec Bassinger, Tiera Skovbye, Larissa Albuquerque, Sarah Grey, Drew Tanner, Pauline Egan, Alex Zahara, Samuel Patrick Chu",United States,"November 2, 2019",2015,68,"When a shy teen transfers to a new school, he elects to mix things up by playing along with the rumor that he's a vampire.",Children
+s3618,Movie,Liar's Dice,Geetu Mohandas,"Nawazuddin Siddiqui, Geetanjali Thapa, Manya Gupta, Murari Kumar",India,"July 1, 2017",2013,104,A woman from a small mountain village disobeys her village elders and sets out for the big city in search of her missing husband.,Dramas
+s3621,Movie,Liefling,Brian Webber,"Lika Berning, Bobby van Jaarsveld, Marlee van der Merwe, Sonja Herholdt, Elize Cawood, Rouel Beukes, Kevin Leo, Paul du Toit, Sylvaine Strike",South Africa,"February 14, 2020",2010,118,"An adventure-loving young woman catches the attention of a handsome beau in this musical celebration of love, friends and fate.",Comedies
+s3624,Movie,Life After Beth,Jeff Baena,"Aubrey Plaza, Dane DeHaan, John C. Reilly, Molly Shannon, Cheryl Hines, Paul Reiser, Matthew Gray Gubler, Anna Kendrick, Paul Weitz",United States,"July 21, 2018",2014,89,"Following the death of his beloved girlfriend, Beth, Zach is first shattered and then overjoyed when she inexplicably comes back to life.",Comedies
+s3625,Movie,Life in a ... Metro,Anurag Basu,"Dharmendra, Irrfan Khan, Konkona Sen Sharma, Kay Kay Menon, Shilpa Shetty, Shiney Ahuja, Sharman Joshi, Kangana Ranaut, Nafisa Ali, Manoj Pahwa",India,"November 1, 2018",2007,126,A group of Mumbai up-and-comers search for love and struggle for success in this ensemble drama that centers on an eager young call-center executive.,Dramas
+s3627,Movie,Life Ki Toh Lag Gayi,Rakesh Mehta,"Kay Kay Menon, Ranvir Shorey, Manu Rishi Chadha, Pradhuman Singh, Neha Bhasin, Jackie Shroff, Asrani, Neeraj Vora, Sharat Saxena, Tom Alter",India,"December 28, 2018",2012,109,"A vengeful son, a cop on a mission, a wannabe actress and a jilted lover find their lives intermingling in unexpected ways over 24 hours in Mumbai.",Action
+s3628,Movie,Life of An Outcast,Pawan K Shrivastava,"Ravi Bhushan Bhartiya, Shalini Mohan, Bhaskar Jha, Manohar Pandey, Siddharth Bharadwaj, Jay Shanker Pandey, Deepak Jha, Komal Singh",India,"February 25, 2019",2018,80,"When authorities jail his son for rejecting religious bias, a poor father’s struggle to bail him out highlights rural India’s enduring casteism.",Dramas
+s3634,Movie,Life's Speed Bump,Wael Ehsan,"Ahmed Helmy, Nour, Ezzat Abou Aouf, Ahmed Rateb, Ahmed Saeed Abdel-Ghany, Menna Arafa",Egypt,"June 2, 2020",2006,109,"Seeking job opportunities, a young man arrives in Cairo and becomes increasingly involved with the family of a wealthy businessman.",Comedies
+s3635,Movie,Lifechanger,Justin McConnell,"Lora Burke, Jack Foley, Bill Oberst Jr., Elitsa Bako, Sam James White, Rachel Vanduzer, Steve Kasan",Canada,"May 28, 2019",2018,84,"A shapeshifter has to kill, then inhabit his victims, or die. But as his need for new bodies speeds up, he finally faces down his own mortality.",Horror Movies
+s3636,Movie,Lifeline,Johnnie To,"Lau Ching Wan, Alex Fong, Carman Lee, Ruby Wong, Raymond Wong Ho-Yin, Damian Lau, Lam Suet, Kenneth Chan",Hong Kong,"August 16, 2018",1997,104,Johnnie To's character-centered drama follows a Hong Kong firefighting crew as they take on harrowing rescue missions and navigate personal dilemmas.,Action
+s3637,Movie,Light in the Dark,Ekene Som Mekwunye,"Rita Dominic, Joke Silva, Ngozi Nwosu, Kiki Omeili, Kalu Ikeagwu, Emmanuel Essien, Saidi Balogun",Nigeria,"May 18, 2020",2019,105,A terrifying home invasion shatters a couple's happy family life and brings their marriage to the brink as painful fallout unfolds.,Dramas
+s3638,Movie,Like Arrows,Kevin Peeples,"Micah Lynn Hanson, Alan Powell, Elizabeth Becka, Garry Nation, Joseph Callender, Anisa Nyell Johnson, Aowyn Grace Peoples, John Jackson Hunter, Alex Kendrick",United States,"May 6, 2019",2018,99,"Over 50 years of their lives, a couple enjoys the blessings and setbacks of parenting, and learns that God has to be at the center of their family.",Dramas
+s3639,Movie,Like Father,Lauren Miller Rogen,"Kristen Bell, Kelsey Grammer, Seth Rogen, Paul W. Downs, Zach Appelman, Leonard Ouzts, Blaire Brooks, Anthony Laciura, Mary Looram, Brett Gelman",United States,"August 3, 2018",2018,104,"After she's left at the altar, a workaholic advertising executive ends up on her Caribbean honeymoon cruise with her estranged father.",Comedies
+s3640,Movie,Like Water for Chocolate,Alfonso Arau,"Marco Leonardi, Lumi Cavazos, Regina Torné, Mario Iván Martínez, Ada Carrasco, Yareli Arizmendi, Claudette Maillé, Pilar Aranda",Mexico,"November 1, 2019",1992,105,"When Pedro marries her sister, Tita throws herself into her cooking – and discovers she can transfer her emotions through the food she prepares.",Classic Movies
+s3641,Movie,Lil Peep: Everybody’s Everything,"Sebastian Jones, Ramez Silyan",Lil Peep,United States,"March 4, 2020",2019,116,"This intimate portrait depicts the rise of artist Lil Peep, whose genre-bending music attracted a massive following and ultimately defined his life.",Documentaries
+s3642,Movie,Lila & Eve,Charles Stone III,"Viola Davis, Jennifer Lopez, Andre Royo, Shea Whigham, Aml Ameen, Chris Chalk, Will Brittain, Michole Briana White, Julius Tennon, Gino Vento, Yolonda Ross",United States,"February 6, 2016",2015,94,"After each of them loses a child to murder, two women who meet in a support group initiate their own investigation when the police are no help.",Dramas
+s3643,Movie,Lilli,Prasobh Vijayan,"Samyuktha Menon, Aaryan Menon, Dhanesh Anand, Kannan Nayar, Sajin Cherukayil, Kevin Jose, Athulya",India,"December 17, 2018",2018,85,"A woman who's about to give birth finds her maternal instincts kicking in when she's abducted, imprisoned and brutalized by a vicious gang.",Dramas
+s3647,Movie,Lincoln,Steven Spielberg,"Daniel Day-Lewis, Sally Field, David Strathairn, Joseph Gordon-Levitt, James Spader, Hal Holbrook, Tommy Lee Jones, Jackie Earle Haley, John Hawkes, Jared Harris, Joseph Cross, Tim Blake Nelson, David Oyelowo, Bruce McGill",United States,"February 21, 2018",2012,150,"Director Steven Spielberg takes on the towering legacy of Abraham Lincoln, focusing on his stewardship of the Union during the Civil War years.",Dramas
+s3648,Movie,Line Walker,Jazz Boon,"Nick Cheung, Louis Koo, Francis Chun-Yu Ng, Charmaine Sheh, Hui Shiu Hung, Li Guangjie, Zhang Huiwen, Xing Yu, Cheng Taishen, Moses Chan, Louis Cheung",China,"December 1, 2018",2016,109,A Hong Kong intelligence officer tasked with finding undercover agents whose identities have been erased finds herself in the paths of rival triads.,Action
+s3649,Movie,Lingua Franca,Isabel Sandoval,"Eamon Farren, Lev Gorn, PJ Boudousqué, Lynn Cohen, Isabel Sandoval, Ivory Aquino, Andrea Leigh, Leif Steinert",United States,"August 26, 2020",2020,94,An undocumented trans woman seeking legal status in the US becomes romantically involved with the grandson of the elderly woman she cares for.,Dramas
+s3651,Movie,Lion's Heart,Karim El Sobky,"Mohamed Ramadan, Hassan Hosny, Horeya Farghaly, Sayed Rajab, Aida Reyad, Omar Mustafa Metwally, Riham Ayman, Mohsen Mansour, Afaf Rashad, Maher Essam, Sabry Fawwaz, Hamdy Heykal, Sabry Abdel Moniem",Egypt,"May 9, 2019",2013,111,"Kidnapped as a child and raised in the circus, a young lion tamer’s tough side emerges when he gets entangled in an underworld murder mystery.",Action
+s3652,Movie,Lionheart,Genevieve Nnaji,"Genevieve Nnaji, Nkem Owoh, Pete Edochie, Onyeka Onwenu, Kanayo O. Kanayo",Nigeria,"January 4, 2019",2018,95,"When her father falls ill, Adaeze steps up to run the family business – alongside her uncle – and prove herself in a male-dominated world.",Comedies
+s3653,Movie,Liss Pereira: Reteniendo líquidos,Fernando Ayllón,Liss Pereira,Brazil,"April 10, 2019",2019,59,"A pregnant Liss Pereira shares hilariously uncomfortable truths about sex, love, attraction and the lies we tell in modern relationships.",Stand-Up
+s3654,Movie,Listen,Philippe Aractingi,"Hadi Bou Ayash, Ruba Zarour, Yara Bou Nassar, Rafik Ali Ahmad, Joseph Bou Nassar, Lama Lawand",Lebanon,"October 19, 2020",2017,103,"A sound engineer falls for a model but after an unfortunate accident, he fights to save their love by triggering her senses.",Dramas
+s3658,Movie,Little Boxes,Rob Meyer,"Melanie Lynskey, Nelsan Ellis, Armani Jackson, Oona Laurence, Janeane Garofalo, Christine Taylor, Nadia Dajani, Veanne Cox, Will Janowitz, Julie Hays",United States,"June 1, 2017",2016,89,"After moving from New York City to a small town in Washington state, an interracial couple and their preteen son struggle to adjust to their new life.",Comedies
+s3659,Movie,Little Dragon Maiden,Hua Shan,"Leslie Cheung, Jing-Jing Yung, Chen Kuan-tai, Leanne Liu, Tanny Tien Ni",Hong Kong,"August 1, 2018",1983,92,"Seeking to improve his combat skills, a young man falls in love with a woman with mystical powers, but his past stands in the way of their union.",Action
+s3660,Movie,Little Evil,Eli Craig,"Adam Scott, Evangeline Lilly, Bridget Everett, Owen Atlas, Chris D'Elia, Donald Faison, Clancy Brown, Tyler Labine, Kyle Bornheimer, Carla Gallo, Brad Williams, Sally Field",United States,"September 1, 2017",2017,95,"In this horror-comedy, a recently married man who wants to bond with his stepson begins to fear that the boy is a demon.",Comedies
+s3662,Movie,Little Lunch: The Halloween Horror Story,Tim Bartley,"Flynn Curry, Olivia Deeble, Madison Lu, Oisín O'Leary, Faith Seci, Joshua Sitch, Heidi Arena, Wayne Hope",Australia,"March 15, 2018",2016,23,"When the class puts on a Halloween play about a boy who leaves behind his friends for a scary new place, it hits too close to home for one student.",Children
+s3663,Movie,Little Lunch: The Nightmare Before Graduation,Robyn Butler,"Flynn Curry, Olivia Deeble, Madison Lu, Oisín O'Leary, Faith Seci, Joshua Sitch, Heidi Arena, Wayne Hope",Australia,"March 15, 2018",2016,25,Mrs. Gonsha's students are excited about the end of primary school – until they discover that a classmate might not move on with them.,Children
+s3664,Movie,Little Men,Ira Sachs,"Greg Kinnear, Jennifer Ehle, Paulina García, Alfred Molina, Michael Barbieri, Theo Taplitz, Talia Balsam, Maliq Johnson, Anthony A. Flamminio, Madison Wright, John Procaccino",United States,"January 12, 2017",2016,85,Jake and Tony become friends when Jake's dad inherits a home above Tony's mother's shop. Friendship is tested when Jake's dad raises the shop's rent.,Dramas
+s3665,Movie,Little Miss Sumo,Matt Kay,Hiyori Kon,United Kingdom,"October 28, 2019",2018,20,"In an ancient sport traditionally reserved for men, 20-year-old female sumo prodigy Hiyori attempts to revolutionize Japan’s national pastime.",Documentaries
+s3666,Movie,Little Monsters,Richard Greenberg,"Fred Savage, Howie Mandel, Daniel Stern, Margaret Whitton, Rick Ducommun, Frank Whaley, Ben Savage, William Murray Weiss, Devin Ratray, Amber Barretto",United States,"November 1, 2020",1989,102,"Brian knows there are creatures under his bed. When he faces his fears and confronts them, however, he makes some hilariously weird new friends.",Children
+s3667,Movie,Little Nicky,Steve Brill,"Adam Sandler, Patricia Arquette, Harvey Keitel, Rhys Ifans, Allen Covert, Tommy 'Tiny' Lister, Kevin Nealon, Jon Lovitz, Michael McKean, Quentin Tarantino",United States,"December 1, 2020",2000,90,"The devil sends his sweet son Nicky to Earth to bring back his scheming siblings, who have plans to oust dear old dad from power.",Comedies
+s3676,Movie,Little Sister,Zach Clark,"Addison Timlin, Ally Sheedy, Keith Poulson, Peter Hedges, Barbara Crampton, Kristin Slaysman, Molly Plunk",United States,"January 14, 2017",2016,91,"A former Goth studying to become a nun finds her faith tested when she returns home to visit her brother, who has been disfigured in the Iraq War.",Comedies
+s3682,Movie,"Live Twice, Love Once",Maria Ripoll,"Oscar Martínez, Inma Cuesta, Mafalda Carbonell, Nacho López, Isabel Requena, Aina Clotet, Antonio Valero, María Zamora, Hugo Balaguer, Valeria Schoneveld",Spain,"January 7, 2020",2020,102,"When Emilio (Oscar Martínez) is diagnosed with Alzheimer's disease, he and his family embark on a quest to reunite him with his childhood crush.",Comedies
+s3684,Movie,Living in Bondage: Breaking Free,Ramsey Nouah,"Swanky JKA, Kenneth Okonkwo, Ramsey Nouah, Enyinna Nwigwe, Nancy Isime, Shawn Faqua, Munachi Abii, Zulu Adigwe",Nigeria,"May 22, 2020",2019,149,"Mentored by an enigmatic tycoon, an ambitious young man faces a crisis when his rise in power draws him deep into the occult.",Horror Movies
+s3687,Movie,Lizzie Borden Took an Ax,Nick Gomez,"Christina Ricci, Clea DuVall, Gregg Henry, Stephen McHattie, Shawn Doyle, Sara Botsford, Hannah Emily Anderson, Andrea Runge, Billy Campbell, Jennifer Kydd, Kirstin Howell, John Maclaren",United States,"July 25, 2016",2014,87,"This made-for-TV drama chronicles the scandal and enduring mystery surrounding Lizzie Borden, who was tried in 1892 for axing her parents to death.",Thrillers
+s3689,Movie,Lo and Behold: Reveries of the Connected World,Werner Herzog,Werner Herzog,United States,"December 23, 2016",2016,98,"Filmmaker Werner Herzog presents a history of the internet, starting with its birth in 1969, and ponders the joys and sorrows of its social influence.",Documentaries
+s3690,Movie,Lo más sencillo es complicarlo todo,Rene Bueno,"Danna Paola, Marjorie De Sousa, Alosian Vivancos, Daniela Wong, Lalo Brito, Eduardo Tanús, Paulina Matos, Fernando Sarfati, Lorena San Martín, Consuelo Vega",Mexico,"May 4, 2018",2018,94,"When a 17-year-old learns the TV news host she pines for is engaged, she and her best friend launch an elaborate plan to prevent his marriage.",Comedies
+s3694,Movie,Lock,Smeep Kang,"Gippy Grewal, Gurpreet Guggi, Smeep Kang, Geeta Basra, Karamjit Anmol, Harpal Singh, Vikram Grover, Priyanka Sharma",India,"October 1, 2018",2016,90,"A disillusioned rickshaw driver in Punjab dreams of moving to Dubai, but his plan to butter up his would-be benefactor goes horribly wrong.",Dramas
+s3696,Movie,"Lock, Stock and Two Smoking Barrels",Guy Ritchie,"Jason Flemyng, Dexter Fletcher, Nick Moran, Jason Statham, Steven Mackintosh, Nicholas Rowe, Nick Marcq, Charles Forbes, Vinnie Jones, Lenny McLean",United Kingdom,"January 1, 2019",1998,108,"Hoping to make a bundle in a high-stakes poker game, four shiftless lads from London's East End instead find themselves swimming in debt.",Action
+s3697,Movie,Locke,Steven Knight,"Tom Hardy, Olivia Colman, Ruth Wilson, Andrew Scott, Ben Daniels, Tom Holland, Bill Milner, Danny Webb, Alice Lowe, Silas Carson",United Kingdom,"July 15, 2018",2013,85,"Over the space of 90 minutes, Ivan Locke's life spins out of control via a series of phone calls made while he drives down the highway to London.",Dramas
+s3699,Movie,Locked on You,Kıvanç Baruönü,"Ata Demirer, Demet Akbağ, Gonca Vuslateri, İlker Aksum, Tarık Ünlüoğlu, Erkan Can, Hande Dane, Ayten Uncuoğlu, Hakan Salınmış, İştar Gökseven",Turkey,"September 13, 2019",2018,105,"When his chatty nature lands him in trouble, an unlucky meatball seller flees Istanbul and finds a new life on a beautiful island.",Comedies
+s3701,Movie,Lockout,"James Mather, Steve Saint Leger","Guy Pearce, Maggie Grace, Joseph Gilgun, Vincent Regan, Lennie James, Peter Stormare, Jacky Ido, Tim Plester, Mark Tankersley, Anne-Solenne Hatte",France,"May 7, 2020",2012,95,A government agent wrongly accused of a crime gets a shot at freedom if he can engineer a high-risk rescue mission to outer space.,Action
+s3702,Movie,Loco Love,"Fernando Sariñana, José Luis Gutiérrez","Evan Deverian, Melany Bennet, Jordan T. Wilson, Adan Martín Rocha",Mexico,"July 30, 2017",2017,103,A young man and woman fall in love but are threatened to be torn apart by the tensions between their Latino and Caucasian communities in Arizona.,Dramas
+s3704,Movie,Loev,Sudhanshu Saria,"Shiv Pandit, Dhruv Ganesh, Siddharth Menon, Rishabh Chaddha",India,"May 1, 2017",2015,89,Lives are upended when a hiking trip leads a Wall Street hotshot to explore his true feelings for an old pal who’s disenchanted with his boyfriend.,Dramas
+s3705,Movie,Logan's Run,Michael Anderson,"Michael York, Richard Jordan, Farrah Fawcett, Jenny Agutter, Peter Ustinov, Roscoe Lee Browne, Randolph Roberts, Gary Morgan, Greg Lewis",United States,"November 1, 2019",1976,118,"In the 23rd century, inhabitants of a domed city exist in a world filled with life's pleasures – but no one is allowed to live past the age of 30.",Action
+s3706,Movie,Lola Igna,Eduardo Roy Jr.,"Angie Ferro, Yves Flores, Meryll Soriano, Maria Isabel Lopez, Royce Cabrera, Jojo Riguerra, Soliman Cruz, Armand Reyes",Philippines,"June 18, 2020",2019,114,An elderly woman finds her life disrupted when her family and village realize she has a chance at a world record for being the oldest grandmother alive.,Comedies
+s3708,Movie,Lolita,Stanley Kubrick,"James Mason, Shelley Winters, Peter Sellers, Sue Lyon, Gary Cockrell, Jerry Stovin, Diana Decker, Lois Maxwell, Cec Linder",United Kingdom,"November 1, 2019",1962,153,"In this black comedy, an English professor marries his landlady to get closer to his forbidden obsession: her teenage daughter.",Classic Movies
+s3709,Movie,Lommbock,Christian Zübert,"Lucas Gregorowicz, Moritz Bleibtreu, Louis Hofmann, Wotan Wilke Möhring, Alexandra Neldel, Melanie Winigir, Mavie Hörbiger, Dar Salim, Elmar Wepper, Antoine Monot Jr.",Germany,"November 9, 2018",2017,106,"After finding love in drug-free Dubai, Stefan returns to Germany to grab documents for his wedding. But old buddy Kai's bad habits complicate things.",Comedies
+s3710,Movie,London Heist,Mark McQueen,"Craig Fairbrass, James Cosmo, Mem Ferda, Nick Moran, Steven Berkoff, Nathalie Cox, Roland Manookian, Eddie Webber, Tony Denham, Katie Clarkson-Hill",United Kingdom,"January 1, 2021",2017,96,"After a heist gone wrong, a career criminal gradually uncovers the hidden motive behind his father's murder – and it has nothing to do with money.",Action
+s3711,Movie,London Hughes: To Catch a D*ck,Kristian Mercado,London Hughes,United States,"December 22, 2020",2020,68,Bawdy comedian and television presenter London Hughes revisits her past in this acclaimed breakout special filled with unfiltered tales and wild stories.,Stand-Up
+s3712,TV Show,London Spy,Jakob Verbruggen,"Ben Whishaw, Jim Broadbent, Edward Holcroft, Samantha Spiro, Charlotte Rampling, Lorraine Ashbourne, David Hayman, Clarke Peters, Adrian Lester, Harriet Walter",United Kingdom,"March 31, 2017",2015,1,"When his reclusive-banker lover disappears, a hard-partying young British hedonist plunges into the dangerous world of espionage to find the truth.",British TV
+s3714,Movie,Long Time Running,"Jennifer Baichwal, Nicholas de Pencier","Gord Downie, Paul Langlois, Gord Sinclair, Rob Baker, Johnny Fay, Justin Trudeau",Canada,"November 12, 2017",2017,96,This documentary follows the 2016 tour of beloved rock band The Tragically Hip as they make their way across Canada one last time.,Documentaries
+s3717,Movie,Look for a Star,Andrew Lau Wai-Keung,"Andy Lau, Qi Shu, Zhang Hanyu, Denise Ho, Dominic Lam, Xinyi Zhang, David Chiang, George Lam, Rebecca Pan, Maria Cordero, Tat-Ming Cheung",Hong Kong,"December 1, 2018",2009,117,"While keeping his identity secret, a real estate billionaire tries to woo an outspoken croupier who talks gamblers out of losing their money.",Comedies
+s3718,Movie,"Look Out, Officer",Sze Yu Lau,"Stephen Chow, Bill Tung, Stanley Sui-Fan Fung, Vivian Chan, Indra Leech, Amy Yip",Hong Kong,"August 16, 2018",1990,88,An officer killed on the job returns to Earth as a ghost to solve his own murder and seek justice with the help of a rookie cop and some funky magic.,Action
+s3719,Movie,Look Who's Back,David Wnendt,"Oliver Masucci, Fabian Busch, Christoph Maria Herbst, Katja Riemann, Franziska Wulf, Lars Rudolph, Michael Kessler, Thomas Thieme",Germany,"April 9, 2016",2015,116,"When Adolf Hitler reawakens at the site of his former bunker 70 years later, he's mistaken for a brilliant comedian and becomes a media phenomenon.",Comedies
+s3720,Movie,Lorai: Play to Live,Parambrata Chatterjee,"Prasenjit Chatterjee, Payel Sarkar, Indrasish Roy, Kanchan Mullick, Kharaj Mukherjee, Gargi Roychowdhury, Deepankar De, Biswajit Chakraborty, Bharat Kaul, Rajat Ganguly",India,"September 1, 2017",2015,155,"Under a government initiative, a retired alcoholic soccer player is sent to establish a soccer team in a politically troubled area.",Dramas
+s3721,Movie,"Lorena, Light-Footed Woman",Juan Carlos Rulfo,Lorena Ramírez,Mexico,"November 20, 2019",2019,28,Lorena Ramírez of Mexico's Rarámuri community lives a pastoral life – except when she straps on her sandals to compete as an ultramarathon runner.,Documentaries
+s3723,Movie,Los Herederos,Jorge Hernandez Aldana,"Máximo Hollander, Sebastián Aguirre, Úrsula Pruneda, Rodrigo Mendoza, Germán Bracco, Tomás Manterola, Regina Soto, Diego Velázquez, Mónica Del Carmen, José Egüez, Pablo Cruz",Mexico,"August 12, 2017",2015,71,"Spurred by boredom and peer pressure, a group of suburban teens becomes increasingly violent and find their paths intersecting those of their parents.",Dramas
+s3726,Movie,Los Tigres del Norte at Folsom Prison,Tom Donahue,Los Tigres del Norte,United States,"September 15, 2019",2019,64,The beloved norteño band Los Tigres del Norte performs for the inmates of Folsom Prison on the 50th anniversary of Johnny Cash's iconic concert.,Documentaries
+s3730,Movie,Lost Bullet,Guillaume Pierret,"Alban Lenoir, Nicolas Duvauchelle, Ramzy Bedia, Stéfi Celma, Rod Paradot, Sébastien Lalanne, Pascale Arbillot, Arthur Aspaturian, Patrick Médioni",France,"June 19, 2020",2020,93,"Facing a murder charge, a genius mechanic with a criminal past must track down a missing car containing the proof of his innocence: a single bullet.",Action
+s3732,Movie,Lost Girls,Liz Garbus,"Amy Ryan, Gabriel Byrne, Thomasin McKenzie, Lola Kirke, Oona Laurence, Dean Winters, Miriam Shor, Reed Birney, Kevin Corrigan, Stan Carp",United States,"March 13, 2020",2020,95,"Desperate to find her missing daughter, a mother fights to uncover the truth — and helps expose a string of unsolved murders. Based on a true story.",Dramas
+s3733,Movie,Lost in London,Sunkanmi Adebayo,"Ime Bishop Umoh, Alexx Ekubo, Stanley Chibunna, Ella Betts, Adi Lev, Kemi Olofinmakin",Nigeria,"December 21, 2019",2017,86,"Nigerian students Okon and Bona experience culture shock – several shocks, really – after being selected for an exchange program in London.",Comedies
+s3737,Movie,Louis C.K. 2017,Louis C.K.,Louis C.K.,United States,"April 4, 2017",2017,74,"Louis C.K. muses on religion, eternal love, giving dogs drugs, email fights, teachers and more in a live performance from Washington, D.C.",Uncategorized
+s3738,Movie,Louis C.K.: Hilarious,Louis C.K.,Louis C.K.,United States,"September 16, 2016",2010,84,"Emmy-winning comedy writer Louis C.K. brings his caustic wit to Milwaukee, offering up his unique and uncensored take on sex, parenting and more.",Uncategorized
+s3739,Movie,Louis C.K.: Live at the Comedy Store,Louis C.K.,Louis C.K.,United States,"August 15, 2016",2015,66,"The comic puts his trademark hilarious/thought-provoking spin on finding a bat in his kitchen, seeing rats having sex, Boston accents and dead pets.",Uncategorized
+s3744,Movie,Love Aaj Kal,Imtiaz Ali,"Kartik Aaryan, Sara Ali Khan, Randeep Hooda, Arushi Sharma, Simone Singh, Monika Pawar, Amrit Arora, Siddharth Kak",India,"April 27, 2020",2020,140,"When professional ambitions clash with personal feelings for a modern-day couple, a love story from a bygone decade may offer some wisdom.",Dramas
+s3748,Movie,Love and Shukla,Jatla Siddartha,"Saharsh Kumar Shukla, Taneea Rajawat, Hima Singh, Aparna Upadhyay, Loknath Tiwari, Sambhaji Sasane",India,"September 1, 2018",2017,110,"A sexually inexperienced rickshaw driver struggles to build intimacy with his shy new wife in their tiny, overcrowded quarters.",Dramas
+s3750,Movie,Love Beats Rhymes,RZA,"Azealia Banks, Lucien Laviscount, Jill Scott, Common, Lorraine Toussaint, Hana Mae Lee, Jeremie Harris",United States,"March 1, 2018",2016,106,"After enrolling in a college poetry course, a struggling rapper finds inspiration for her new voice through slam poetry.",Dramas
+s3753,Movie,Love Dot Com: The Social Experiment,Charneice Fox,"Brave Williams, Tobias Truvillion, Kym Whitley, LisaRaye McCoy, Charles Malik Whitfield, W. Ellington Felton, Christopher Williams, Angus Whinfield, Jamie Moreen, Raheem Devaughn",United States,"February 17, 2020",2019,98,"Sparks fly and romance blooms when Shelby, a vegan chef, meets Greg, a developer – until their opposing views clash.",Comedies
+s3755,Movie,Love for Sale,Andibachtiar Yusuf,"Gading Marten, Della Dartyan, Rukman Rosadi, Albert Halim, Verdi Solaiman, Adriano Qalbi, Sabrina Rochelle Kalangie, Rizky Mocil",Indonesia,"October 6, 2019",2018,101,"Richard accepts a bet that he can't find a companion to a friend's wedding, not knowing the dating app he's using includes a 45-day contract.",Dramas
+s3756,Movie,Love for Sale 2,Andibachtiar Yusuf,"Della Dartyan, Adipati Dolken, Ratna Riantiarno, Ariyo Wahab, Bastian Steel, Gading Marten, Putri Ayudya, Taskya Namya, Egi Fedly, Yayu Unru, Abdurrahman Arif",Indonesia,"February 10, 2020",2019,96,"Exhausted with his mother’s failed attempts at setting him up with women, Ican hires an ideal partner from a matchmaking app.",Dramas
+s3758,Movie,Love In A Puff,Pang Ho-cheung,"Miriam Chin Wah Yeung, Shawn Yue, Singh Hartihan Bitto, Yat Ning Chan, Tat-Ming Cheung, Matt Chow, Chui Tien-you, Queenie Chu, Charmaine Fong, Vincent Kok",Hong Kong,"August 1, 2018",2010,103,"When the Hong Kong government enacts a ban on smoking cigarettes indoors, the new law drives hard-core smokers outside, facilitating a meeting between Cherie, a makeup saleswoman, and Jimmy, an advertising exec.",Comedies
+s3759,Movie,Love Is a Story,Cristina Jacob,"Raluca Aprodu, Dragos Bucur, Ducu Darie",Romania,"June 1, 2019",2015,105,"Two young artists, a violin player and an actress, fight to achieve their dreams and keep their relationship together during Christmastime.",International Movies
+s3760,Movie,Love Is Blind,"Andy Delaney, Monty Whitebloom","Shannon Tarbet, Aidan Turner, Benjamin Walker, Matthew Broderick, Chloë Sevigny, Mark Blum, Jason Fuchs, Kabby Borders",United States,"May 12, 2020",2019,93,"Diagnosed with selective perception, a young woman is prescribed by a psychotherapist to spend time with a troubled man she cannot see.",Dramas
+s3762,Movie,Love Is War,Omoni Oboli,"Omoni Oboli, Richard Mofe-Damijo, Jide Kosoko, Akin Lewis, Bimbo Manuel, Shaffy Bello, Toke Makinwa, Femi Branch, Uzor Osimkpa",Nigeria,"April 29, 2020",2019,111,An adoring couple elects to test the strength of their marriage when they run against each other for the office of state governor.,Comedies
+s3763,Movie,Love Jacked,Alfons Adetuyi,"Amber Stevens West, Shamier Anderson, Keith David, Mike Epps, Lyriq Bent, Marla Gibbs, Angela Gibbs, Demetrius Grosse, Nicole Lyn",Canada,"February 1, 2020",2018,94,"To assert her independence from her rigid father’s expectations, a headstrong woman hires a desperate Los Angeles man to pose as her fiancé in Africa.",Comedies
+s3764,Movie,Love Jones,Theodore Witcher,"Larenz Tate, Nia Long, Isaiah Washington, Lisa Nicole Carson, Bill Bellamy, Leonard Roberts, Bernadette L. Clarke, Khalil Kain",United States,"November 1, 2019",1997,109,"In this urban romantic comedy set in Chicago, the ups and downs of courtship play out between a young black poet and a pretty shutterbug.",Comedies
+s3765,Movie,Love Like the Falling Rain,Lasja Fauzia Susatyo,"Jefri Nichol, Aurora Ribero, Axel Matthew, Nadya Arina, Karina Suwandhi, Rebecca Klopper",Indonesia,"October 15, 2020",2020,87,"Fearing rejection, a young man struggles to declare his feelings for his best friend, who soon falls for another man — until a fateful incident.",Dramas
+s3768,Movie,Love Ni Bhavai,Saandeep Patel,"Malhar Thakar, Pratik Gandhi, Aarohi Patel, Maulik Jagdish Nayak, Diana Raval, Roopa Divatia, Aarti Patel",India,"May 1, 2018",2017,163,"Not romantically inclined, a popular radio personality finds herself caught between two diametrically opposed suitors.",Comedies
+s3770,Movie,Love O2O,Tianyu Zhao,"Jing Boran, Angelababy, Yu Bai, Li Qin, Li Xian, Seven Tan, Janice Wu, Jayden Wang, Cheng Yi, Li Jiuxiao",China,"April 1, 2019",2016,103,A college stud tries to level up his relationship with a computer science major after becoming attracted to her skills in an online role-playing game.,International Movies
+s3771,Movie,Love Off the Cuff,Pang Ho-cheung,"Miriam Chin Wah Yeung, Shawn Yue, Paul Chun, Jiang Mengjie, Wang Xiao Chen, Siu Yam Yam, Kwok Cheung Tsang, Toby Lee, Dada Chan, Hugo Ng",China,"January 31, 2019",2017,120,Cherie and Jimmy's relationship is in a rut – until Cherie's estranged father shows up and a woman from Jimmy's past shows up with a hidden agenda.,Comedies
+s3772,Movie,Love on Delivery,Stephen Chow,"Stephen Chow, Christy Chung, Ng Man-Tat",Hong Kong,"August 16, 2018",1994,93,"To prove himself to a love interest, a delivery boy learns dubious kung fu from an aging charlatan so he can challenge his archrival to a fight.",Action
+s3774,Movie,Love Per Square Foot,Anand Tiwari,"Vicky Kaushal, Angira Dhar, Alankrita Sahai, Raghuvir Yadav, Ratna Pathak Shah, Supriya Pathak",India,"February 14, 2018",2018,133,"Individually, bank employees Sanjay and Karina don't earn enough to be able to buy a home, so they decide to enter into a marriage of convenience.",Comedies
+s3777,Movie,Love Shot,Steven Fine,"Dakota Loesch, Amy Tsang, John Kapelos, Cruz Kim, Victor J. Ho, Clint Jung, Daniel Phai, Cindy Chu, Brian Kurtis, Pete Herron",United States,"July 15, 2019",2018,77,A charming hitman questions his profession after learning his next target is the karaoke singer he’s falling in love with.,Dramas
+s3778,Movie,Love Station,Ahmad Samir Farag,"Menna Shalaby, Sherif Salama, Yousra El Lozy, Mona Hala, Edward Fouad, Lotfy Labib, Ashraf Hamdy",Egypt,"April 25, 2019",2011,97,"Single coworkers at a radio station are brought together by mutual friends, but their starry-eyed notions about love may scuttle their romance.",Comedies
+s3780,Movie,Love Wedding Repeat,Dean Craig,"Sam Claflin, Olivia Munn, Freida Pinto, Eleanor Tomlinson, Joel Fry, Tim Key, Aisling Bea, Jack Farthing, Allan Mustafa",United Kingdom,"April 10, 2020",2020,101,"Different versions of the same day unfold as Jack juggles difficult guests, unbridled chaos and potential romance at his sister's wedding.",Comedies
+s3781,Movie,Love You to the Stars and Back,Antoinette Jadaone,"Julia Barretto, Joshua Garcia, Carmina Villaroel, Cherry Pie Picache, Ariel Rivera, Maricar Reyes, Edgar Allan Guzman, Jelson Bay, Odette Khan",Philippines,"December 17, 2020",2017,111,"In search of aliens, a young woman's road trip becomes an emotional journey when she finds — and falls for — a charming companion with cancer.",Comedies
+s3782,Movie,Love You... Love You Not,Sridhar Jetty,"Chelsea Islan, Hamish Daud, Miller Khan, Kemal Pahlevi, R.R. Melati Pinaring, Fico Fachriza, Reynold Hamzah, Rizka Dwi Septiana, Arkanda Saezario Wicaksono",Indonesia,"January 5, 2019",2015,115,A love triangle gets complicated when a female English tutor unknowingly gets between a hot-tempered guy and his off-to-the-United States girlfriend.,Comedies
+s3786,Movie,"Love, Guaranteed",Mark Steven Johnson,"Rachael Leigh Cook, Damon Wayans Jr., Heather Graham, Caitlin Howden, Brendan Taylor, Sebastian Billingsley-Rodriguez, Sean Amsing, Lisa Durupt, Alvin Sanders, Jed Rees, Kandyse McClure",United States,"September 3, 2020",2020,91,Sparks fly when a crusading but cash-strapped attorney takes on a charming client looking to sue a dating site that guarantees its users will find love.,Comedies
+s3787,Movie,"Love, Rosie",Christian Ditter,"Lily Collins, Sam Claflin, Christian Cooke, Jamie Beamish, Suki Waterhouse, Tamsin Egerton, Jaime Winstone, Lorcan Cranitch",Germany,"November 20, 2019",2014,103,"Over the years, as they come and go in each other's life, childhood pals Rosie and Alex struggle to resolve the lasting, intimate bond between them.",Comedies
+s3788,Movie,"Love, Surreal and Odd",Yılmaz Erdoğan,"Aylin Kontante, Bülent Emrah Parlak, Büşra Pekin, Çağlar Çorumlu, Fatih Artman, Gupse Özay, Serkan Keskin, Şebnem Bozoklu",Turkey,"October 18, 2019",2017,95,"When a group of people meets at the same party, they form four different relationships, each experiencing similar phases of love.",Comedies
+s3789,Movie,Love.com,Anita Barbosa,"Isis Valverde, Gil Coelho, Joaquim Lopes, Carol Portes, Alexandra Richter, Marcos Mion, João Côrtes, César Cardadeiro",Brazil,"June 1, 2017",2017,92,"When a fashion blogger falls for a video game vlogger, their romance goes viral. But separating their virtual life from reality gets complicated.",Comedies
+s3791,Movie,Lovesong,So Yong Kim,"Jena Malone, Riley Keough, Brooklyn Decker, Amy Seimetz, Ryan Eggold, Rosanna Arquette, Cary Joji Fukunaga, Marshall Chapman, Neal Huff",United States,"May 15, 2017",2016,84,"Best friends Sarah and Mindy share an unexpected moment while on a road trip. Years later, the two struggle to reconnect before a wedding.",Dramas
+s3794,Movie,Loving,Jeff Nichols,"Joel Edgerton, Ruth Negga, Marton Csokas, Nick Kroll, Michael Shannon, Terri Abney, Alano Miller, Jon Bass, Bill Camp, David Jensen",United Kingdom,"November 16, 2020",2016,124,A young couple's interracial marriage in 1958 sparks a case that leads to the Supreme Court. Based on the true story of Richard and Mildred Loving.,Dramas
+s3795,Movie,Loving Annabelle,Katherine Brooks,"Erin Kelly, Diane Gaidry, Laura Breckenridge, Michelle Horn, Gustine Fudickar, Ilene Graff, Kevin McCarthy, Markus Flanagan",United States,"July 1, 2018",2006,77,An esteemed young poetry teacher at a Catholic boarding school risks everything when she engages in a feverish affair with a female student.,Dramas
+s3796,Movie,Loving is Losing,Fernando Ayllón,"Ricardo Quevedo, Liss Pereira, Iván Marín, Lorna Cepeda, Carolina Sarmiento, Linda Baldrich, Joavany Álvarez, María Cecilia Botero, Rocío Tavera, Bruno Díaz",Colombia,"April 26, 2019",2019,91,"When a newly single photographer is forced to work with a longtime rival, the battle of their egos turns into a chance for love.",Comedies
+s3797,Movie,Loving You,Johnnie To,"Lau Ching Wan, Carman Lee, Tsung-Hua To, Chung-wai Lee, Ruby Wong",Hong Kong,"August 16, 2018",1995,79,"Struggling in a loveless marriage, a hard-drinking, workaholic cop finds a chance at redemption after a fateful incident leaves him wounded.",Dramas
+s3798,Movie,"LSD: Love, Sex Aur Dhokha",Dibakar Banerjee,"Anshuman Jha, Rajkummar Rao, Amit Sial, Arya Banerjee, Neha Chauhan, Atul Mongia, Shruti, Herry Tangdi",India,"May 16, 2019",2010,112,This provocative drama examines how the voyeuristic nature of modern society affects three unusual couples in Northern India.,Dramas
+s3799,Movie,Lu Over the Wall,Masaaki Yuasa,"Kanon Tani, Shota Shimoda, Shinichi Shinohara, Akira Emoto, Soma Saito, Minako Kotobuki, Daigo, Nobu",Japan,"March 18, 2020",2017,113,Middle schooler Kai's depressing life in a boring fishing village changes drastically when a local mermaid named Lu joins his band.,Anime Features
+s3800,Movie,Lucas Brothers: On Drugs,Jay Chapman,"Keith Lucas, Kenny Lucas",United States,"April 18, 2017",2017,50,"Deadpan twin comics Keith and Kenny Lucas take the stage in Brooklyn with a set that touches on drugs, race, Deion Sanders, teachers and O.J. Simpson.",Stand-Up
+s3801,Movie,Luccas Neto em: Acampamento de Férias 2,Lucas Margutti,"Luccas Neto, Giovanna Alparone, Jéssica Diehl, Vivian Duarte",Brazil,"May 4, 2020",2020,81,"Luccas and his band of buddies make music and mischief at a new summer camp, where they face off with talented rivals and their tough coach.",Children
+s3803,Movie,Luccas Neto in: Summer Camp,Lucas Margutti,"Luccas Neto, Gi Alparone, Jéssica Diehl, Roni Fischer, Karol Alves, João Pessanha",Brazil,"November 5, 2019",2019,87,Luccas and Gi are heading to a world famous gymkhana camp. Only problem: so are their bullies... A fun musical that will get you in a vacation mood.,Children
+s3804,Movie,Luccas Neto in: The End of Christmas,Lucas Margutti,"Luccas Neto, Giovanna Alparone, Cleber Salgado, Bruno Bebianno, Lucas Margutti, Vivian Duarte",Brazil,"March 3, 2020",2019,71,"To save Christmas, Luccas and Gi head to the North Pole and are recruited by Santa Claus to find all the gifts that have mysteriously disappeared.",Children
+s3805,Movie,Lucha: Playing the Impossible,Ana Quiroga,Luciana Aymar,Argentina,"July 15, 2018",2016,98,"Known simply as ""Lucha,"" field hockey player Luciana Aymar shares her tumultuous and triumphant journey to become the best in the world.",Documentaries
+s3806,Movie,Luciano Mellera: Infantiloide,"Raúl Campos, Jan Suter",Luciano Mellera,Argentina,"July 6, 2018",2018,66,Argentina's Luciano Mellera emphasizes the humorous and fantastical aspects of childhood through comedic impersonations and insights on daily life.,Stand-Up
+s3807,Movie,Lucid Dream,Jun-seong Kim,"Ko Soo, Kyung-gu Seol, Yu-chun Park, Hye-jung Kang, In-hwan Park, Ho-jin Chun",South Korea,"June 2, 2017",2017,102,"After searching for his abducted son for three years, a devastated father attempts to track down his missing child through lucid dreams.",International Movies
+s3809,Movie,Luck by Chance,Zoya Akhtar,"Farhan Akhtar, Konkona Sen Sharma, Rishi Kapoor, Dimple Kapadia, Isha Sharvani, Sanjay Kapoor, Juhi Chawla, Hrithik Roshan, Alyy Khan, Sheeba Chaddha",India,"December 15, 2019",2009,156,"When Vikram gets tapped to play the male lead in a Bollywood film, he can't believe his luck. But it may ruin his relationship with his girlfriend.",Dramas
+s3810,Movie,Luckee,Sanjay Jadhav,"Abhay Mahajan, Dipti Sati, Mayur More, Shubhangi Tambale, Chetan Dalvi, Nilesh Diwekar",India,"June 15, 2019",2019,113,"When his friends make a bet that he can woo his college crush, a lovesick student named Luckee struggles between satisfying his heart and hormones.",Comedies
+s3811,Movie,Lucknow Central,Ranjit Tiwari,"Farhan Akhtar, Diana Penty, Ronit Roy, Gippy Grewal, Deepak Dobriyal, Inaamulhaq, Rajesh Sharma",India,"October 16, 2017",2017,144,"After being arrested for a crime he didn't commit, an aspiring musician teams up with some of his inmates at Lucknow Central to form a band.",Dramas
+s3813,Movie,Lucky: No Time for Love,"Radhika Rao, Vinay Sapru","Salman Khan, Sneha Ullal, Mithun Chakraborty, Kader Khan, Navni Parihar, Ravi Baswani, Vikram Gokhale, Mumait Khan",India,"November 15, 2017",2005,131,"During an uprising in Russia's St. Petersburg, teen girl Lucky meets handsome Aditya, the Indian ambassador's son, and together they flee the chaos.",Dramas
+s3814,Movie,Ludo,Anurag Basu,"Abhishek Bachchan, Aditya Roy Kapur, Rajkummar Rao, Sanya Malhotra, Fatima Sana Shaikh, Pankaj Tripathi, Rohit Saraf, Shalini Vatsa, Pearle Maaney",India,"November 12, 2020",2020,150,"From a resurfaced sex tape to a rogue suitcase of money, four wildly different stories overlap at the whims of fate, chance and one eccentric criminal.",Comedies
+s3817,Movie,Luka Chuppi,Laxman Utekar,"Kartik Aaryan, Kriti Sanon, Pankaj Tripathi, Vinay Pathak, Aparshakti Khurana, Atul Srivastava, Alka Amin",India,"June 7, 2019",2019,125,"Pretending to marry in order to cohabitate, a small-town couple lands in endless awkward situations to hide the truth from their orthodox families.",Comedies
+s3824,Movie,Lupin the 3rd: The Castle of Cagliostro: Special Edition,Hayao Miyazaki,"Yasuo Yamada, Kiyoshi Kobayashi, Eiko Masuyama, Makio Inoue, Goro Naya, Sumi Shimamoto, Taro Ishida, Kohei Miyauchi, Ichiro Nagai",Japan,"May 15, 2018",1979,100,"Lupin, his sidekick, Jigen, and the samurai warrior Goemon set out to take over an evil counterfeit operation at Count Cagliostro's fortress.",Action
+s3825,Movie,Lupt,Prabhuraj,"Javed Jaffrey, Vijay Raaz, Karan Aanand, Niki Walia, Meenakshi Dixit, Rishabh Chaddha, Rishina Kandhari, Kiearra Soni",India,"April 5, 2019",2018,110,"Haunted by disturbing visions, a workaholic takes a vacation with his family, but a detour leads them to an unsettling stranger and chilling events.",Horror Movies
+s3826,Movie,Lusers,Ticoy Rodriguez,"Carlos Alcántara, Pablo Granados, Felipe Izquierdo, Gaby Espino, Cristián de la Fuente, Marcela Guerty, Claudio Torres",Argentina,"July 15, 2016",2015,100,Three men from different nations must find their way out of the Amazon jungle – on foot – when they get lost on the way to Brazil's World Cup Final.,Comedies
+s3827,Movie,Lust Stories,"Zoya Akhtar, Karan Johar, Anurag Kashyap, Dibakar Banerjee","Vicky Kaushal, Bhumi Pednekar, Radhika Apte, Neha Dhupia, Manisha Koirala, Akash Thosar, Randeep Jha, Neil Bhoopalam, Jaideep Ahlawat, Sanjay Kapoor, Kiara Advani",India,"June 15, 2018",2018,121,"In the companion to 2013's ""Bombay Talkies,"" four short films by four of India's biggest directors explore love, sex and relationships in modern India.",Comedies
+s3828,Movie,Luv Shuv Tey Chicken Khurana,Sameer Sharma,"Kunal Kapoor, Huma Qureshi, Rajesh Sharma, Vipin Sharma, Dolly Ahluwalia, Vinod Nagpal, Rahul Bagga, Rajendra Sethi, Munish Makhija, Herry Tangri",India,"October 1, 2018",2012,129,"Fleeing London to evade a gangland debt collector, Omi Khurana returns to his native village in India, passing himself off as a successful lawyer.",Comedies
+s3829,Movie,Lynne Koplitz: Hormonal Beast,Marcus Raboy,Lynne Koplitz,United States,"August 22, 2017",2017,51,"Unabashed comedian Lynne Koplitz offers a woman's take on being crazy, the benefits of childlessness and the three things all men really want.",Stand-Up
+s3830,Movie,Ma Chu Ka,Jayan Vannery,"Pasupathy, Janani Iyer, Pratap Pothen",India,"July 1, 2018",2017,117,The relationship between a journalist and a lawyer she meets while investigating a story grows complicated as she uncovers layers of deception.,International Movies
+s3831,Movie,Ma Rainey's Black Bottom,George C. Wolfe,"Viola Davis, Chadwick Boseman, Glynn Turman, Colman Domingo, Michael Potts, Jonny Coyne, Taylour Paige, Jeremy Shamos, Dusan Brown, Joshua Harto",United States,"December 18, 2020",2020,94,"Tensions and temperatures rise at a Chicago music studio in 1927 when fiery, fearless blues singer Ma Rainey joins her band for a recording session.",Dramas
+s3833,Movie,Maacher Jhol,Pratim D. Gupta,"Ritwick Chakraborty, Mamata Shankar, Paoli Dam, Kaya Blocksage, Sauraseni Maitra, Arjun Chakrabarty",India,"January 1, 2018",2017,107,"On his first visit to his home city of Kolkata in 13 years, a Paris-based chef is faced with a cooking challenge that will change his life forever.",Dramas
+s3834,Movie,Mac & Devin Go to High School,Dylan C. Brown,"Snoop Dogg, Wiz Khalifa, Mike Epps, Teairra Mari, Derek Kane, Luenell, Teni Panosian, Paul Iacono, Andy Milonakis, Mystikal",United States,"April 20, 2016",2012,76,"Devin Overstreet may be the class valedictorian, but he hasn't had much life experience. Enter Mac Johnson, a 10th-year senior and weed dealer.",Comedies
+s3835,Movie,Macchli Jal Ki Rani Hai,Debaloy Dey,"Swara Bhaskar, Bhanu Uday, Murli Sharma, Deep Raj Rana, Reema Debnath, Hemant Pandey, Saurabh Dubey, Sakha Kalyani",India,"October 15, 2017",2014,118,"After relocating to a different town with her husband, a housewife begins to sense the existence of a mysterious presence in their new house.",Horror Movies
+s3836,Movie,Machete Kills,Robert Rodriguez,"Danny Trejo, Sofía Vergara, Charlie Sheen, Michelle Rodriguez, Demián Bichir, Amber Heard, Mel Gibson, William Sadler, Alexa PenaVega, Antonio Banderas, Lady Gaga, Cuba Gooding Jr., Jessica Alba, Walton Goggins, Vanessa Hudgens",United States,"November 22, 2020",2013,108,Killer-for-hire Machete cuts a deal with the U.S. president to stop a nuclear missile attack but discovers a much larger conspiracy.,Action
+s3837,Movie,Macho,Antonio Serrano,"Miguel Rodarte, Cecilia Suárez, Aislinn Derbez, Renato López, Mario Iván Martínez, Valeria Vera, David Zorrilla, Ana de la Reguera, Manolo Cardona, Ofelia Medina",Mexico,"April 12, 2017",2016,101,A famous designer who's always pretended to be gay finds himself in crisis mode when threatened with exposure as the woman-chasing straight guy he is.,Comedies
+s3838,Movie,Mad Max,George Miller,"Mel Gibson, Joanne Samuel, Hugh Keays-Byrne, Steve Bisley, Tim Burns, Roger Ward, Lisa Aldenhoven, Bertrand Cadart",Australia,"August 1, 2020",1979,93,"In a post-apocalyptic future, a malicious gang murders Max's family as an act of retaliation, forcing Max to hit the open road seeking vengeance.",Action
+s3840,Movie,Mad Money,"Callie Khouri, Jesse V. Johnson","Diane Keaton, Queen Latifah, Katie Holmes, Ted Danson, Roger Cross, Adam Rothenberg, Stephen Root, Christopher McDonald, Meagen Fay, J.C. MacKenzie, Finesse Mitchell, Eric Keenleyside",United States,"November 1, 2019",2008,99,A woman joins the janitorial staff of the Federal Reserve Bank and conspires with two co-workers to pilfer old money that's scheduled to be destroyed.,Comedies
+s3841,Movie,Mad Ron's Prevues from Hell,Jim Monaco,"Nick Pawlow, Jordu Schell, Jay Kushwara, Michael Townsend Wright, Anthony Kelly, Happy Goldsplatt, Ron Roccia, Fred Pomerleau, Joe Amodei, Nicholas Kitsopoulos",United States,"November 1, 2010",1987,84,"This collection cherry-picks trailers, forgotten scenes and poster art from 47 gory oldies, including Bay of Blood and The Blood Spattered Bride.",Cult Movies
+s3842,Movie,Mad World,Chun Wong,"Shawn Yue, Eric Tsang, Elaine Jin, Charmaine Fong",Hong Kong,"September 20, 2018",2016,102,"A stockbroker struggling with bipolar disorder goes to live with his estranged father in a cramped flat, where old resentments bubble to the surface.",Dramas
+s3843,Movie,Madaari,Nishikant Kamat,"Irrfan Khan, Jimmy Shergill, Vishesh Bansal, Tushar Dalvi, Nitish Pandey",India,"February 17, 2017",2016,134,"A bridge under construction collapses in Mumbai, killing a man's family and launching him on a crusade to bring those responsible to justice.",Dramas
+s3844,Movie,Madagascar: Escape 2 Africa,"Eric Darnell, Tom McGrath","Ben Stiller, Chris Rock, David Schwimmer, Jada Pinkett Smith, Sacha Baron Cohen, Cedric the Entertainer, Andy Richter, Bernie Mac, Alec Baldwin, Sherri Shepherd",United States,"May 1, 2020",2008,91,"A botched rescue strands Alex the lion and his companions in Africa. Sadly, Alex discovers he has little in common with the locals.",Children
+s3846,Movie,Maddman: The Steve Madden Story,Ben Patterson,Steve Madden,United States,"January 1, 2018",2017,78,This documentary chronicles the rise of the footwear designer behind a billion-dollar empire and his subsequent comeback after a financial scandal.,Documentaries
+s3847,Movie,Made in China,Mikhil Musale,"Rajkummar Rao, Boman Irani, Mouni Roy, Sumeet Vyas, Paresh Rawal, Gajraj Rao, Manoj Joshi, Sanjay Goradia, Amyra Dastur, Chittaranjan Tripathi, Abhishek Banerjee",India,"January 12, 2020",2019,128,"After a trip to China, a struggling entrepreneur returns to India as the supplier of an illegal aphrodisiac — but all he ends up stimulating is chaos.",Comedies
+s3849,Movie,Madness in the Desert,Satyajit Bhatkal,"Aamir Khan, Ashutosh Gowariker",India,"January 10, 2021",2004,141,"The story of making ""Lagaan,"" one of the millennium's seminal Indian films, is told from the point of view of production team member Satyajit Bhatkal.",Documentaries
+s3850,Movie,Madras Café,Shoojit Sircar,"John Abraham, Nargis Fakhri, Rashi Khanna, Avijit Dutt, Prakash Belawadi, Ajay Ratnam, Siddartha Basu, Agnello Dias, Dibang",India,"July 5, 2020",2013,128,An Indian intelligence agent journeys to a war-torn coastal island to break a resolute rebel group and meets a passionate journalist.,Dramas
+s3851,Movie,Madre,Aaron Burns,"Daniela Ramírez, Cristobal Tapia Montt, Aida, Matías Bassi, Nicolás Durán, Ignacia Allamand",Chile,"August 26, 2017",2016,95,"Pregnant and overwhelmed, Diana hires a caretaker for her son with severe autism. But she soon begins to fear the new nanny has sinister intentions.",International Movies
+s3852,TV Show,Maggie & Bianca: Fashion Friends,Iginio Straffi,"Emanuela Rei, Giorgia Boni, Sergio Ruggeri, Luca Murphy, Federica Corti, Federico Pedroni, Tiffany Zhou, Sergio Melone",Italy,"March 31, 2019",2017,1,"Originally polar opposites, an American fashion student and the daughter of an industry mogul form an everlasting bond and start a rock band in Milan.",Kids
+s3857,Movie,Magic Snowflake,Luc Vinciguerra,"Nathan Simony, Benoît Allemane, Vincent Grass, Jean-Claude Donda, Alexis Tomassian, Pascal Sellem, Evelyne Grandjean, Alice Révérend, Kylian Trouillard, Céline Melloul",France,"December 20, 2015",2013,73,Young Nicolas agrees to do Santa's work for one year. But the stress of the job threatens the boy's sense of joy – and Christmas itself.,Children
+s3859,Movie,Magnetic,Thierry Donard,"Tom Barrer, Liam Whaley, Wille Lindberg, Sam Favret, Fabian Bodet, Jamie Lee, Lorenzo Avvenenti, Ross Clarke-Jones",France,"June 12, 2020",2018,110,"Attracted to thrills across the globe, intrepid athletes venture to remote locations in pursuit of their extreme form of bliss.",Action
+s3860,Movie,Magnificent,Vikas Bahl,"Shahid Kapoor, Alia Bhatt, Pankaj Kapur, Sanjay Kapoor, Sushma Seth, Niki Walia, Sanah Kapur, Vikas Verma",India,"April 1, 2020",2015,143,An industrialist's daughter is forced to marry a rich heir by her greedy grandmother as her adopted sister bonds with the charismatic wedding planner.,Comedies
+s3861,Movie,Magnolia,Paul Thomas Anderson,"Jeremy Blackman, Tom Cruise, Melinda Dillon, April Grace, Luis Guzmán, Philip Baker Hall, Philip Seymour Hoffman, Ricky Jay, William H. Macy, Alfred Molina, Julianne Moore, Michael Murphy, John C. Reilly, Jason Robards, Melora Walters",United States,"January 1, 2020",1999,189,"Through chance, human action, past history and divine intervention, an eclectic cast of characters weaves and warps through each other's lives.",Dramas
+s3862,Movie,Magnus,Benjamin Ree,Magnus Carlsen,Norway,"February 22, 2017",2016,75,"This dramatic documentary explores the life and mind of Magnus Carlsen, the charismatic Norwegian prodigy who became world chess champion.",Children
+s3863,Movie,Mahabharat,Amaan Khan,"Amitabh Bachchan, Ajay Devgn, Vidya Balan, Shatrughan Sinha, Sunny Deol, Anil Kapoor, Manoj Bajpayee, Jackie Shroff, Anupam Kher, Deepti Naval",India,"August 1, 2018",2013,119,Two young brothers encounter a singing bird who treats them to a musical reinterpretation of one of India’s most epic ancient tales.,Action
+s3867,Movie,Mahi NRI,Gaurav Bavdankar,"Harrdy Sandhu, Poppy Jabbal, Rameet Kaur, B.N. Sharma, Navneet Nishan, Gurpreet Guggi, Anjum Batra, Ranjan Sehgal",United Kingdom,"December 1, 2019",2017,134,"A Punjabi man attempts to build a life in London in hopes of impressing his girlfriend’s mother, who insists her daughter marry a man outside of India.",Comedies
+s3869,Movie,Mahjong Heroes,Li Pei-Chuan,"Patrick Tse, Betty Ting Pei, Hua Yueh, Chin Siu Ho, Lau Hak-Suen, Kwan Hoi-san",Hong Kong,"August 16, 2018",1981,92,"In this comedy, characters from all walks of life go head-to-head around the mahjong table in a high-stakes contest of different playing styles.",Comedies
+s3872,Movie,Main aurr Mrs. Khanna,Prem Soni,"Salman Khan, Kareena Kapoor, Sohail Khan, Preity Zinta, Bappi Lahiri, Yash Tonk, Nauheed Cyrusi, Mahek Chahal",India,"August 2, 2018",2009,109,"A financially troubled Indian man heads to Singapore to find employment, while his pretty wife stays behind in a move that could cause trouble.",International Movies
+s3873,Movie,Main Hoon Na,Farah Khan,"Shah Rukh Khan, Sunil Shetty, Sushmita Sen, Zayed Khan, Amrita Rao, Kiron Kher, Boman Irani, Bindu, Naseeruddin Shah, Kabir Bedi",India,"April 1, 2018",2004,171,Major Ram Prasad Sharma yearns to see project Mission Milaap come to fruition and usher in an era of peace between two warring countries. But the evil Raghavan will do anything to stop the peace process.,Action
+s3874,Movie,"Main, Meri Patni Aur Woh",Chandan Arora,"Rajpal Yadav, Rituparna Sengupta, Kay Kay Menon, Varun Bandola, Vinod Nagpal, Naseeruddin Shah",India,"October 1, 2018",2005,129,"An ordinary-looking guy weds the woman of his dreams, but his jealousy threatens to destroy their union in this lighthearted tale of marital mismatch.",Comedies
+s3875,Movie,Maine Pyaar Kyun Kiya,David Dhawan,"Salman Khan, Sushmita Sen, Sohail Khan, Katrina Kaif, Arshad Warsi, Isha Koppikar, Rajpal Yadav, Beena Kak",India,"December 31, 2019",2005,137,"After lying to his girlfriend, orthopedic surgeon Samir must conjure up a pretend wife in this musical comedy.",Comedies
+s3876,Movie,Maine Pyar Kiya,Sooraj R. Barjatya,"Salman Khan, Bhagyashree, Alok Nath, Rajeev Verma, Reema Lagoo, Ajit Vachani, Harish Patel, Deep Dhillon, Pervin Dastur, Mohnish Bahl",India,"January 1, 2018",1989,192,"When the son of a wealthy businessman and the daughter of a struggling engineer fall in love, the young man's parents question the girl's motives.",Dramas
+s3879,Movie,Making The Witcher,Nathan Wiley,"Henry Cavill, Anya Chalotra, Freya Allan, Eamon Farren, Mimi Ndiweni, Adam Levy, MyAnna Buring, Joey Batey, Lauren Schmidt Hissrich, Tomasz Bagiński, Andrew Laws, Sneha Koorse, Declan De Barra, Beau DeMayo, Simon Emanuel, Iván Pohárnok, Tim Aslam, Charlotte Brändström",United States,"August 26, 2020",2020,33,"Journey into the extraordinary world of ""The Witcher"" — from casting the roles to Jaskier's catchy song — in this behind-the-scenes look at the series.",Documentaries
+s3882,Movie,Maktub,Oded Raz,"Guy Amir, Hanan Savyon, Itzik Cohen, Igal Naor",Israel,"June 15, 2018",2018,106,"After surviving a bomb attack, two low-level mobsters in Jerusalem change their ways and set about making strangers' Wailing Wall prayers come true.",Comedies
+s3883,Movie,Mala Kahich Problem Nahi,Sameer Vidwans,"Gashmeer Mahajani, Spruha Joshi, Nirmiti Sawant, Vijay Nikam, Satish Alekar, Mangal Kenkre, Kamlesh Sawant, Seema Deshmukh",India,"November 15, 2018",2017,132,"With their relationship running on autopilot, a discontent husband and wife must confront their issues while on a trip with the extended family.",Dramas
+s3884,Movie,Malaal,Mangesh Hadawale,"Meezaan Jaffrey, Sharmin Segal, Chinmaya Surve, Anil Gawas, Sonal Jha, Sanjay Gurbaxani, Sameer Dharmadhikari, Deepak Damle",India,"September 26, 2019",2019,133,"Class divides become thorns in the budding romance between the crony of a nativist Mumbai politician and the new, North Indian resident of his chawl.",Dramas
+s3885,Movie,Malang,Mohit Suri,"Anil Kapoor, Aditya Roy Kapur, Disha Patani, Kunal Khemu, Makrand Deshpande, Vatsal Seth, Amruta Khanvilkar, Shaad Randhawa",India,"May 14, 2020",2020,131,"Years after a police encounter separates him from his lover, an angry young man goes on a killing spree, with an equally vengeful cop on his heels.",Action
+s3886,Movie,Malena Pichot: Estupidez compleja,"Raúl Campos, Jan Suter",Malena Pichot,Argentina,"March 2, 2018",2018,51,"An Argentine comedian espouses the values of feminism, speaking on topics like sex, language, abortion and why it's OK to let a man buy you dinner.",Stand-Up
+s3887,Movie,Malevolent,Olaf de Fleur,"Florence Pugh, Ben Lloyd-Hughes, Celia Imrie, James Cosmo, Scott Chambers, Georgina Bevan",United Kingdom,"October 5, 2018",2018,89,"A brother-sister team who fake paranormal encounters for cash get more than they bargained for when a job at a haunted estate turns very, very real.",Horror Movies
+s3888,Movie,Malibu Rescue,Savage Steve Holland,"Ricardo Hurtado, Breanna Yde, Jackie R. Jacobson, Abby Donnelly, Alkoya Brunson, JT Neal, Ian Ziering, Bryana Salaz, Camaron Engels, Jeremy Howard, Jeff Meacham",United States,"May 13, 2019",2019,70,"When a long list of shenanigans lands Tyler in hot water, he’s forced to suit up and spend his summer training for an elite junior lifeguard program.",Children
+s3889,Movie,Malibu Rescue: The Next Wave,Savage Steve Holland,"Ricardo Hurtado, Breanna Yde, Jackie R. Jacobson, Abby Donnelly, Alkoya Brunson, Jeff Meacham, Ella Gross, Carlos Sanson, JT Neal, Camaron Engels, Kirrilee Berger",United States,"August 4, 2020",2020,71,"As summer returns to Malibu, Team Flounder takes to the beach to host — and unexpectedly compete in — the International Beachmaster Competition.",Children
+s3891,Movie,Malicious,Michael Winnick,"Bojana Novakovic, Josh Stewart, Delroy Lindo, Melissa Bolona, Yvette Yates, Luke Edwards, Jaqueline Fleming, Ben VanderMey, Presley Richardson, Joy Kate Lawson",United States,"February 1, 2019",2018,91,"After receiving a strange present, a professor and his pregnant wife are plagued by tragedy and a paranormal presence that's determined to kill.",Horror Movies
+s3892,Movie,Mallesham,Raj R,"Jhansi, Priyadarshi Pullikonda, Ananya Nagalla",India,"November 20, 2019",2019,131,"A self-trained engineer risks debt, love and reputation in his quest to improve the grueling work conditions of his mother and her weaving community.",Dramas
+s3893,Movie,Mama's Boy,Amro Salah,"Hesham Maged, Shikoo, Mohammed Tharwat, Mahmoud Ellisy, Ahmed Sultan, Noor Kadri",Egypt,"July 10, 2020",2018,101,A man undergoes a heart transplant following a serious injury and begins to take on some of the donor's motherly characteristics.,Comedies
+s3896,Movie,Man of Tai Chi,Keanu Reeves,"Keanu Reeves, Tiger Chen, Karen Mok, Simon Yam, Qing Ye, Hai Yu, Sam Lee, Iko Uwais",United States,"July 26, 2018",2013,105,"In this kung fu tale set in Beijing, a young man armed with incomparable martial arts skills gets embroiled in the world of underground fight clubs.",Action
+s3897,TV Show,Man to Man,Chang-Min Lee,"Hae-Jin Park, Sung-woong Park, Min-jung Kim, Jung-an Chae, Jung-hoon Yeon, Hyun-sung Jang, Man-sik Jung, Shin-il Kang, Ho-jin Chun, In-ho Tae",South Korea,"June 10, 2017",2017,1,"Disguised as a bodyguard, a special agent must complete his national secret tasks while pandering to the whims of his ill-tempered world star.",Crime TV
+s3898,Movie,Man Up,Ben Palmer,"Lake Bell, Simon Pegg, Ophelia Lovibond, Olivia Williams, Rory Kinnear, Henry Lloyd-Hughes, Ken Stott, Sharon Horgan, Harriet Walter, Stephen Campbell Moore, Dean-Charles Chapman, Phoebe Waller-Bridge",United Kingdom,"September 4, 2018",2015,88,"A single woman seizes an opportunity when, while standing under a train station clock, she meets a stranger who mistakes her for his blind date.",Comedies
+s3901,Movie,Mandi,Shyam Benegal,"Shabana Azmi, Smita Patil, Naseeruddin Shah, Amrish Puri, Kulbhushan Kharbanda, Saeed Jaffrey, Om Puri, Sreela Mazumdar, Neena Gupta",India,"January 1, 2020",1983,155,"Forbidden love, fraying loyalties and flagrant hypocrisy emerge when sanctimonious politicians drive a madam’s brothel from the heart of Hyderabad.",Dramas
+s3902,Movie,Mandobasar Galpo,Tathagata Banerjee,"Paoli Dam, Parambrata Chattopadhyay, Indrasish Roy, Koushik Sen, Biswajit Chakraborty",India,"April 1, 2018",2017,103,"With the assistance of a psychiatrist, an acclaimed filmmaker struggles to come to terms with a mysterious romantic trauma.",Dramas
+s3903,Movie,Manglehorn,David Gordon Green,"Al Pacino, Holly Hunter, Harmony Korine, Chris Messina, Skylar Gasper, Brian D. Mays, Herculano Trevino, Angela Woods",United States,"April 16, 2017",2014,97,A reclusive small-town locksmith who can't stop writing letters to a lost love meets a kindly bank teller who challenges him to look to the future.,Dramas
+s3904,Movie,Mango Dreams,John Upchurch,"Ram Gopal Bajaj, Pankaj Tripathi, Sameer Kochhar",United States,"March 15, 2018",2016,92,"Concerned that dementia will soon steal his most cherished memories, a Hindu doctor hires a Mulsim rickshaw driver to take him to his childhood home.",Dramas
+s3905,Movie,Manhattan Romance,Tom O'Brien,"Tom O'Brien, Katherine Waterston, Caitlin Fitzgerald, Gaby Hoffmann, Louis Cancelmi, Zach Grenier",United States,"September 8, 2017",2014,98,A filmmaker working on a documentary about love in modern Manhattan becomes personally entangled in the romantic lives of his subjects.,Comedies
+s3906,Movie,Manhunt,John Woo,"Zhang Hanyu, Masaharu Fukuyama, Qi Wei, Ji-won Ha, Jun Kunimura, Angeles Woo, Nanami Sakuraba",China,"May 4, 2018",2017,109,A Chinese pharmaceutical lawyer framed for a vile crime teams up with a sharp-witted Japanese detective to stop a dangerous corporate plot.,Action
+s3909,Movie,Maniyarayile Ashokan,Shamzu Zayba,"Jacob Gregory, S.V. Krishna Shankar, Shine Tom Chacko, Vijayaraghavan, Sri Lakshmi, Anupama Parameswaran, Dulquer Salmaan, Nazriya Fahad",India,"August 31, 2020",2020,110,"When his unlucky horoscope doesn’t bode well for his future wife, an earnest bachelor goes to surprising lengths to get the family he’s always wanted.",Comedies
+s3910,Movie,Manje Bistre,Baljit Singh Deo,"Gippy Grewal, Sonam Bajwa, Karamjit Anmol, Jaggi Singh, B.N. Sharma, Hobby Dhaliwal, Rana Ranbir, Sardar Sohi, Anita Devgan, Harby Sangha",India,"October 1, 2018",2017,136,"While prepping for a family wedding, a young man falls for his sister’s friend, who has already been promised to someone else.",Comedies
+s3911,Movie,MANK,David Fincher,"Gary Oldman, Amanda Seyfried, Charles Dance, Lily Collins, Arliss Howard, Tom Pelphrey, Sam Troughton, Ferdinand Kingsley, Tuppence Middleton, Tom Burke, Joseph Cross, Jamie McShane, Toby Leonard Moore, Monika Gossmann",United States,"December 4, 2020",2020,133,1930s Hollywood is reevaluated through the eyes of scathing wit and alcoholic screenwriter Herman J. Mankiewicz as he races to finish “Citizen Kane.”,Dramas
+s3912,Movie,Manmadhudu 2,Rahul Ravindran,"Nagarjuna Akkineni, Rakul Preet Singh, Lakshmi, Rao Ramesh, Vennela Kishore, Jhansi, Devadarshini Chetan, Nishanti",India,"September 23, 2019",2019,152,"Under pressure to marry, a perennial bachelor hires a much younger woman to act as his fiancée, but her bond with his family throws his plan for a loop.",Comedies
+s3913,Movie,Mann,Indra Kumar,"Aamir Khan, Manisha Koirala, Sharmila Tagore, Dipti Bhatnagar, Dalip Tahil, Anil Kapoor",India,"September 28, 2020",1999,173,"A smooth talker falls for a music teacher aboard a cruise, but a cruel twist of fate hinders their plans to meet again months later.",Dramas
+s3914,Movie,Manolo: The Boy Who Made Shoes for Lizards,Michael Roberts,"Manolo Blahnik, Anna Wintour, André Leon Talley, Paloma Picasso, Candace Bushnell, Iman, Rihanna, Naomi Campbell, Isaac Mizrahi, Rupert Everett, Sofia Coppola, John Galliano",United Kingdom,"January 15, 2018",2017,89,"As legendary shoe designer Manolo Blahnik speaks about his creative process, his celebrity admirers chime in with their own takes on his work.",Documentaries
+s3915,Movie,Manorama Six Feet Under,Navdeep Singh,"Abhay Deol, Gul Panag, Raima Sen, Sarika, Kulbhushan Kharbanda, Vinay Pathak, Yana Gupta, Jogi, Brijendra Kala, Nawazuddin Siddiqui",India,"September 28, 2020",2007,129,"A government employee and aspiring crime writer, who is under investigation for corruption, is asked by a politician's wife to spy on her husband.",Dramas
+s3916,Movie,Manoranjan,Shammi Kapoor,"Sanjeev Kumar, Zeenat Aman, Shammi Kapoor, Dev Kumar, Madan Puri, Paintal, Asit Kumar Sen, Agha, Murad, Shefali",India,"September 1, 2017",1974,162,"After getting fired, a police officer connects with a prostitute he met on the job in a red-light district and sets out to keep her off the streets.",Comedies
+s3917,Movie,Mansfield Park,Patricia Rozema,"Frances O'Connor, Embeth Davidtz, Jonny Lee Miller, Alessandro Nivola, Harold Pinter, Lindsay Duncan, Sheila Gish, James Purefoy, Victoria Hamilton, Hugh Bonneville",United Kingdom,"January 1, 2020",1999,112,"A poor heroine is sent to live with wealthy relatives in 1800s England, where her wit and writing talent find the room, and circumstance, to grow.",Comedies
+s3918,Movie,Manson Family Vacation,J. Davis,"Jay Duplass, Linas Phillips, Leonora Pitts, Adam Chernick, Davie-Blue, Suzanne Ford, Tobin Bell",United States,"October 27, 2015",2015,85,"The pleasant family life of an L.A. attorney is disrupted by the sudden arrival of his brother, who is obsessed with the Charles Manson murders.",Comedies
+s3919,Movie,Manto,Nandita Das,"Nawazuddin Siddiqui, Rasika Dugal, Tahir Raj Bhasin",India,"November 30, 2018",2018,114,The controversial and troubled Indo-Pakistani writer Saadat Hasan Manto finds his artistic choices challenged by censors.,Dramas
+s3920,Movie,Mantostaan,Rahat Kazmi,"Raghuvir Yadav, Veerendra Saxena, Sonal Sehgal, Aaditya Pratap Singh, Rahat Kazmi, Raina Bassnet, Sakshi Bhat",India,"December 15, 2017",2017,75,Four stories by writer Sadaat Hasan Manto culminate in a single gruesome drama that's set during the partitioning of the Indian subcontinent.,Dramas
+s3921,Movie,Mantra,Nicholas Kharkongor,"Rajat Kapoor, Lushin Dubey, Kalki Koechlin, Shiv Pandit, Adil Hussain, Rohan Joshi, Yuri Suri, Maya Krishna Rao",India,"December 15, 2017",2017,89,An Indian business owner struggles to keep his company afloat amid global competition while trying to make up for lost time with his family.,Dramas
+s3922,Movie,Manu,Phanindra Narsetti,"Raja Goutham, Chandini Chowdary, Bomma Sreedhar, John Kottoly, Srikanth Mullagiri, Ravi Teja",India,"August 1, 2019",2018,177,"The relationship between a painter and his admirer unfolds as an abstract, twist-filled hide-and-seek game against the backdrop of murder and revenge.",Dramas
+s3923,Movie,Manusangada,Amshan Kumar,"Rajeev Anand, Manimegalai, A.S. Sasi Kumar, Vidhur Rajarajan, Sheela Rajkumar, Sethu Darwin, Anand Sampath, Karuna Prasad",India,"February 2, 2019",2017,93,"When caste discrimination prevents a villager from giving his deceased father a rightful burial, he takes his fight for equality to court.",Dramas
+s3924,Movie,Maps to the Stars,David Cronenberg,"Julianne Moore, Mia Wasikowska, Robert Pattinson, John Cusack, Olivia Williams, Sarah Gadon, Evan Bird, Niamh Wilson, Dawn Greenhalgh",Canada,"December 16, 2018",2014,112,A showbiz family revolving around its teen celebrity son desperately tries to hang on to fame and success in this savage satire of Hollywood.,Comedies
+s3926,Movie,Mara,Clive Tonge,"Olga Kurylenko, Javier Botet, Mitch Eakins, Lance E. Nichols, Rosie Fellner, Mackenzie Imsand, Dandy Barrett, Craig Conway, Melissa Bolona",United Kingdom,"January 5, 2019",2017,99,"When criminal psychologist Kate Fuller investigates a man who was seemingly murdered in his sleep by his wife, she uncovers a case like no other.",Horror Movies
+s3928,Movie,Marauders,Steven C. Miller,"Bruce Willis, Christopher Meloni, Dave Bautista, Adrian Grenier, Johnathon Schaech, Lydia Hull, Tyler Jon Olson, Christopher Rob Bowen, Richie Chance",Canada,"December 1, 2020",2016,107,A series of high-stakes thefts at banks owned by a manipulative millionaire sparks an FBI agent to suspect a sinister plan behind the deadly heists.,Action
+s3929,Movie,Marc Maron: End Times Fun,Lynn Shelton,Marc Maron,United States,"March 10, 2020",2020,71,"Marc Maron wades through a swamp of vitamin hustlers, evangelicals and grown male nerd children, culminating in a gleefully filthy end-times fantasy.",Stand-Up
+s3930,Movie,Marc Maron: Thinky Pain,Lance Bangs,Marc Maron,United States,"November 1, 2018",2013,95,"Alternative comic Marc Maron is back on stage in New York to talk Chinese food, drug abuse, sex in hotel rooms and life with his girlfriend.",Stand-Up
+s3931,Movie,Marc Maron: Too Real,Lynn Shelton,Marc Maron,United States,"September 5, 2017",2017,70,"Battle-scarred stand-up comedian Marc Maron unleashes a storm of ideas about meditation, mortality, documentary films and our weird modern world.",Stand-Up
+s3935,Movie,Marco Luque: Tamo Junto,Caio Cobra,Marco Luque,Brazil,"June 15, 2017",2017,73,"Eclectic character comedian Marco Luque plays himself in this stand-up special about relationships, regional differences and his own love of movies.",Stand-Up
+s3937,Movie,Marco Polo: One Hundred Eyes,Alik Sakharov,"Tom Wu, Benedict Wong, Michelle Yeoh",United States,"December 26, 2015",2015,29,A defiant warrior-monk arrives at Kublai Khan's court in chains and soon earns his tragic nickname in this 30-minute origin story.,Uncategorized
+s3938,Movie,Maria,Pedring A. Lopez,"Cristine Reyes, Germaine De Leon, KC Montero, Ronnie Lazaro, Freddie Webb",Philippines,"May 17, 2019",2019,90,"An ex-assassin tries to leave her dark past behind until a power-hungry gang targets her and her family, forcing her to summon her killer instincts.",Action
+s3939,Movie,Maria Bamford: Old Baby,Jessica Yu,Maria Bamford,United States,"May 2, 2017",2017,64,"Maria Bamford performs a rapid-fire, playful stand-up set for crowds at park benches, bowling alleys and LA theaters in this roving comedy special.",Stand-Up
+s3940,Movie,Maria Bamford: The Special Special Special,Jordan Brady,"Maria Bamford, Wayne Federman, Jackie Kashian",United States,"August 25, 2018",2012,50,"Spend an evening with gleeful, oh-so-awkward Maria Bamford via her cozy, shot-at-home comedy special, which has a two-person audience: her parents.",Stand-Up
+s3941,Movie,Mariah Carey's Merriest Christmas,James Yukich,"Mariah Carey, Lacey Chabert, Kelsey Grammer, Billy Gardell, Fina Strazza, Kenneth Edmonds, Cameron Mathison, Brennan Elliott",United States,"December 9, 2016",2015,38,"Pop music superstar Mariah Carey hosts this all-star holiday celebration with special guests and a celebrity reading of ""The Night Before Christmas.""",Children
+s3946,Movie,Marlon Wayans: Woke-ish,Marcus Raboy,Marlon Wayans,United States,"February 27, 2018",2018,67,"Rollicking, outrageous and audacious, Marlon Wayans gets raw on racism, age-appropriate rap rhymes, gay rights, raising kids and even the Kardashians.",Stand-Up
+s3948,Movie,Maroon,Pulkit,"Manav Kaul, Devyani Cm, Saurabh Sachdeva, Sarika Singh, Suneel Sinha, Sumeet Vyas",India,"February 1, 2017",2016,94,"When his wife goes missing, university professor Saurabh remains at home while the police investigate, but his grip on reality loosens as days pass.",Dramas
+s3949,Movie,Marriage Palace,Sunil Thakur,"Sharry Mann, Payal Rajput, Jaswinder Bhalla, B.N. Sharma, Harby Sangha, Nirmal Rishi, Anita Devgan, Rupinder Roopi",India,"August 23, 2019",2018,135,"After a young man charms the girl he loves into accepting his proposal, an accidental swap on their wedding day leads him to marry the wrong bride.",Comedies
+s3950,Movie,Marriage Story,Noah Baumbach,"Scarlett Johansson, Adam Driver, Laura Dern, Alan Alda, Ray Liotta, Julie Hagerty, Merritt Wever, Azhy Robertson",United Kingdom,"December 6, 2019",2019,137,Academy Award-nominated filmmaker Noah Baumbach directs this incisive and compassionate look at a marriage coming apart and a family staying together.,Dramas
+s3952,TV Show,Mars,Everardo Gout,"Jihae, Alberto Ammann, Clémentine Poidatz, Anamaria Marinca, Sammi Rotibi, Nicholas Wittman, Cosima Shaw",United States," November 1, 2019",2018,2,Fact meets fiction in this docudrama chronicling the journey of a spacecraft crew as it embarks in 2033 on a mission to colonize the red planet.,Docuseries
+s3954,Movie,Martial Arts of Shaolin,Chia-Liang Liu,"Jet Li, Jianqiang Hu, Qiuyan Huang, Qingfu Pan, Yu Chenghui, Yu Hai, Jianwen Zhang",Hong Kong,"August 16, 2018",1986,90,"In ancient China, Zhi Ming trains at the legendary Northern Shaolin temple to avenge the death of his father at the hands of a nefarious magistrate.",Action
+s3955,Movie,Martin Lawrence Live: Runteldat,David Raynr,Martin Lawrence,United States,"December 1, 2019",2002,104,"This provocative film sheds light on actor-comedian Martin Lawrence's roots, his rise to fame and his walk on the wild side.",Stand-Up
+s3956,Movie,Martin Luther: The Idea that Changed the World,David Batty,Hugh Bonneville,United States,"January 1, 2018",2017,55,"This docudrama tells the dramatic story of the monk who took on the Catholic Church, tracing his life before and after the contentious ""95 Theses.""",Documentaries
+s3957,Movie,"Martin Matte: La vie, la mort...eh la la..!",Jean-François Blais,Martin Matte,Canada,"October 14, 2019",2019,62,"Quebecois comedy star Martin Matte serves up embarrassing personal stories, a solution for social media trolls and more in this unpredictable special.",Stand-Up
+s3962,Movie,Marvel Super Hero Adventures: Frost Fight!,Mitch Schauer,"Mick Wingert, Matthew Mercer, Travis Willingham, Fred Tatasciore, Grey DeLisle, Troy Baker, Antony Del Rio, Trevor Devall, Kevin Michael Richardson, Steve Blum, Jane Singer",United States,"February 24, 2016",2015,74,"In this Christmas-themed special, Captain America and the Avengers battle Loki and Ymir, who plot to steal Santa Claus' powers and conquer the world.",Children
+s3965,Movie,Marvel's Hulk: Where Monsters Dwell,Mitch Schauer,"Fred Tatasciore, Liam O'Brien, Jesse Burch, Edward Bosco, Chiara Zanni, Mike Vaughn, Jon Olson, Matthew Waterson, Zach Callison, Laura Bailey, Hope Levy",United States,"January 4, 2017",2016,75,"On Halloween, the Hulk and Dr. Strange battle monsters wreaking havoc on New York and uncover an evil plot by Nightmare, ruler of the Dream Dimension.",Children
+s3967,Movie,Marvel's Iron Man & Hulk: Heroes United,"Leo Riley, Eric Radomski","Adrian Pasdar, Fred Tatasciore, Dee Bradley Baker, Robin Atkin Downes, David Kaye",United States,"February 16, 2014",2013,72,"When scientists join Hulk's gamma energy with Tony Stark's Arc Reactor, the resulting force creates a foe that only the two Marvel heroes can combat.",Action
+s3972,Movie,Mary and the Witch's Flower,Hiromasa Yonebayashi,"Ruby Barnhill, Kate Winslet, Jim Broadbent, Ewen Bremner, Lynda Baron, Louis Ashbourne Serkis, Morwenna Banks, Teresa Gallagher, Rasmus Hardiker",Japan,"July 17, 2018",2017,103,"Ordinary girl Mary picks an extraordinary flower and travels to Endor College, a school for magic. But its foremost teachers have a sinister plan.",Anime Features
+s3973,Movie,Mary Kom,Omung Kumar,"Priyanka Chopra, Darshan Kumar, Sunil Thapa, Kenny Basumatary, Shishir Sharma, Robin Das, Rajni Basumatary, Lin Laishram, Shakti Singh",India,"July 5, 2020",2014,120,The daughter of a poor rice farmer overcomes the objections of her father and the demands of a male-dominated society to pursue a career in boxing.,Dramas
+s3974,Movie,Mary Poppins Returns,Rob Marshall,"Emily Blunt, Lin-Manuel Miranda, Ben Whishaw, Emily Mortimer, Pixie Davies, Nathanael Saleh, Joel Dawson, Julie Walters, Meryl Streep, Colin Firth, Dick Van Dyke",United States,"July 9, 2019",2018,131,"In 1930s London, Michael Banks and his three children get some help turning their topsy-turvy world around when his magical childhood nanny reappears.",Children
+s3977,Movie,Masameer - The Movie,Malik Nejer,"Malik Nejer, Shahad Alahmari, Abdulaziz Almuzaini, Yousef Aldakheel",Saudi Arabia,"March 19, 2020",2020,100,A young girl passionate about AI sets out to make an impact as three friends become crime-fighting superheroes. Based on the hit animated web series.,Comedies
+s3979,Movie,Mascots,Christopher Guest,"Carrie Aizley, Sarah Baker, Bob Balaban, Ed Begley Jr., Tom Bennett, Maria Blasucci, Jennifer Coolidge, Kerry Godliman, Matt Griesser, Christopher Guest, John Michael Higgins, Michael Hitchcock, Don Lake, Jane Lynch, Christopher Moynihan, Chris O'Dowd, Jim Piddock, Parker Posey, Harry Shearer, Fred Willard, Zach Woods, Susan Yeagley",United States,"October 13, 2016",2016,95,"Eager contestants don big heads and furry suits to vie for the title of World's Best Mascot in this offbeat, comic romp from Christopher Guest.",Comedies
+s3983,Movie,Maska,Neeraj Udhwani,"Manisha Koirala, Prit Kamani, Shirley Setia, Nikita Dutta, Javed Jaffrey, Dhruv Lohumi",India,"March 27, 2020",2020,112,"Determined to make it in showbiz, an aspiring young actor considers turning his back on the beloved Irani café run by his family for generations.",Comedies
+s3984,Movie,Masoom,Shekhar Kapur,"Shabana Azmi, Naseeruddin Shah, Saeed Jaffrey, Jugal Hansraj, Urmila Matondkar, Aradhana Srivastav, Tanuja, Supriya Pathak",India,"December 31, 2019",1983,138,A loving husband and father's joyful family life is rocked to its core upon the discovery that he has a young son borne from a past extramarital affair.,Dramas
+s3985,Movie,Master,Ui-seok Jo,"Byung-hun Lee, Dong-won Gang, Woo-bin Kim, Ji-won Uhm, Dal-su Oh, Kyung Jin, Gang Dong-won",South Korea,"February 1, 2018",2016,143,"Needing hard evidence to convict a company chairman of fraud, an investigator bargains with the company's tech expert to turn over his boss's ledger.",Action
+s3987,Movie,Master Z: The Ip Man Legacy,Yuen Woo-ping,"Zhang Jin, Dave Bautista, Michelle Yeoh, Tony Jaa, Liu Yan, Kevin Cheng, Chrissie Chow, Xing Yu",Hong Kong,"October 23, 2019",2018,108,"In this spin-off, a martial arts expert once defeated by Ip Man is forced to abandon his reclusive lifestyle to combat a rising Chinese triad.",Action
+s3989,Movie,Mater,Pablo D'Alo Abba,"Lautaro Perotti, Tamara Kiper, Inda Lavalle, Miriam Odorico, Araceli Dvoskin, Gonzalo Ruiz, Patricio Aranguren, Marina Bellati, Luciana Fuks, Martin Slipak",Argentina,"August 1, 2018",2017,80,A single man in his 30s overwhelmed by his domineering mother meets a lesbian couple willing to go to extreme lengths to have a child.,Dramas
+s3990,Movie,Material,Craig Freimond,"Vincent Ebrahim, Riaad Moosa, Joey Rasdien, Denise Newman, Krijay Govender, Nik Rabinowitz, Zakeeya Patel, Carishma Basday, Royston Stoffels, Mel Miller",South Africa,"May 1, 2020",2012,94,"A dutiful son must hide his pursuit of stand-up comedy from his staunch father, who expects him to inherit his store and uphold their Muslim beliefs.",Comedies
+s3991,Movie,Matichya Chuli,"Sudesh Manjrekar, Atul Kale","Sudhir Joshi, Vandana Gupte, Ankush Chaudhari, Madhura Velankar, Sanjay Mone, Anand Abhyankar",India,"February 15, 2018",2006,132,"A jealous, possessive mother thinks she is competing with her new daughter-in-law for the affections of her overindulged son.",Comedies
+s3993,Movie,Mauli,Aditya Sarpotdar,"Riteish Deshmukh, Saiyami Kher, Jitendra Joshi, Siddarth Jadhav, Shrikant Yadav, Vijay Nikam, Umesh Jagtap, Usha Naik, Girija Oak, Genelia D'Souza",India,"July 17, 2019",2018,136,An unconventional police officer faces off against a gang of thugs as he tries to bring order to the far-flung village he’s been stationed in.,Action
+s3994,Movie,Maurício Meirelles: Generating Chaos,Diego Pignataro,Maurício Meirelles,Brazil,"April 16, 2020",2020,63,"Comedian Maurício Meirelles explores his chaotic mind with scathingly funny views on family, prejudices, turtles and more in this stand-up special.",Stand-Up
+s3995,Movie,Max Rose,Daniel Noah,"Jerry Lewis, Kerry Bishé, Illeana Douglas, Rance Howard, Kevin Pollak, Mort Sahl, Dean Stockwell, Lee Weaver, Claire Bloom",United States,"January 15, 2017",2013,84,An aging jazz musician learns after his wife's death that she may have been unfaithful to him decades before.,Dramas
+s3996,Movie,May the Devil Take You,Timo Tjahjanto,"Chelsea Islan, Pevita Pearce, Samo Rafael, Karina Suwandhi, Ray Sahetapy, Ruth Marini, Hadijah Shahab, Clara Bernadeth, Kinaryosih, Nicole Rossi",Indonesia,"November 15, 2018",2018,111,"Hoping to find answers to her estranged father's mysterious illness, a young woman visits his old villa and uncovers a horrifying truth from the past.",Horror Movies
+s3997,Movie,May We Chat,Philip Yung,"Irene Wan, Peter Mak, Rainky Wai, Heidi Lee, Kabby Hui, Paulyn Sun, Dominic Ho, Au Cheuk-Man",Hong Kong,"August 26, 2018",2014,99,"A messaging app unites a mute prostitute, an unruly rich girl and a stormy young woman, three Hong Kong teens living in pain and excess.",Dramas
+s3998,Movie,May You Prosper,"Hassan Hegazy, Shady Ali","Ahmed Rizk, Bosy, Bayoumi Fouad, Mahmoud Ellithy, Hayatem, Hesham Ismail, Tamer Shaltout, Alaa Morsy",Egypt,"July 20, 2019",2017,93,"A man's inability to conquer his personal insecurities and distrust of other people leads to problems with his on-again, off-again wife and their son.",Comedies
+s3999,Movie,Maya Angelou: And Still I Rise,"Bob Hercules, Rita Coburn Whack","Maya Angelou, Cicely Tyson, Common, John Singleton, Alfre Woodard, Oprah Winfrey, Quincy Jones",United States,"May 1, 2017",2016,114,Poet and civil rights activist Maya Angelou is celebrated using her own words set over rare photographs and video illustrating her remarkable life.,Documentaries
+s4000,Movie,Maya Memsaab,Ketan Mehta,"Deepa Sahi, Farooq Shaikh, Raj Babbar, Shah Rukh Khan, Shreeram Lagoo, Sudha Shivpuri, Paresh Rawal, Raghuvir Yadav, Satyadev Dubey",France,"June 1, 2017",1993,122,"A beautiful, wealthy woman’s insatiable appetite for romance leads to tragedy and a police investigation.",Dramas
+s4001,Movie,Mayday Life,Muh Chen,"Mayday, Huang Bo, Tony Leung Ka-fai",China,"August 23, 2019",2019,120,Mayday's Life Tour concert unfolds as five fading superheroes are summoned to save the world from an extraterrestrial enemy that detests sound.,International Movies
+s4004,Movie,Maza Pati Karodpati,Sachin,"Sachin, Supriya Pilgaonkar, Ashok Saraf, Kishori Shahane, Suhas Bhalekar, Manchindra Kamble, Jairam Kulkarni, Nilu Phule, Shubha Khote",India,"January 1, 2018",1988,132,An orphan girl who has ambitions of marrying a rich man changes her identity to win the heart of a prominent businessman's son.,Comedies
+s4005,Movie,Me and the Alien,Jesús Magaña Vázquez,"Ines De Tavira, Juan Pablo Campa, Paco de la Fuente, Juan Ugarte, Carlos Aragón, Gloria Toba, Jessy Bulbo, Tato Alexander, Fabiola Guajardo, Arturo Carmona",Mexico,"February 14, 2017",2016,83,"Hoping to pump up their sound, a punk band hires Pepe, a keyboardist with Down Syndrome, but tensions erupt when he steals the show with his talent.",Comedies
+s4006,Movie,Mea Culpa,"Raúl Campos, Jan Suter",Alexis de Anda,Mexico,"November 10, 2017",2017,54,"Raw and outspoken, comedian Alexis de Anda bares her soul about weddings, exercise, sex, gynecologists, drugs and much more in this stand-up special.",Stand-Up
+s4007,Movie,Mean Dreams,Nathan Morlando,"Bill Paxton, Sophie Nélisse, Josh Wiggins, Colm Feore, Vickie Papavs, Joe Cobden, Ryan Blakely, George Buza",Canada,"July 1, 2019",2016,105,"Desperate to start a new life with his girlfriend, a teenage boy steals drug money from her father, who happens to be the town's corrupt lawman.",Dramas
+s4008,Movie,Mean Girls 2,Melanie Mayron,"Meaghan Martin, Maiara Walsh, Jennifer Stone, Nicole Gale Anderson, Claire Holt, Diego Boneta, Linden Ashby, Rhoda Griffis, Mike Pniewski, Patrick Johnson, Tim Meadows",United States,"January 1, 2021",2011,98,The father of a high school pariah offers to pay another student's way through college if she makes friends with his outcast daughter.,Comedies
+s4009,Movie,Mean Streets,Martin Scorsese,"Robert De Niro, Harvey Keitel, David Proval, Amy Robinson, Richard Romanus, Cesare Danova, Victor Argo, George Memmoli",United States,"July 1, 2019",1973,112,"In New York's Little Italy, a low-level hoodlum wrestles with loyalty to his mobster uncle, his faith and his friendship with an inveterate gambler.",Classic Movies
+s4014,Movie,Meditation Park,Mina Shum,"Cheng Pei-pei, Tzi Ma, Sandra Oh, Don McKellar, Zak Santiago, Liane Balaban, Alannah Ong, Lillian Lim, Jemmy Chen",Canada,"March 9, 2018",2017,94,An elderly immigrant matriarch from Hong Kong finally begins to break out of her shell of isolation when she suspects her husband of infidelity.,Dramas
+s4015,Movie,Medium,Jacek Koprowicz,"Władysław Kowalski, Michał Bajor, Jerzy Zelnik, Jerzy Stuhr, Grażyna Szapołowska, Jerzy Nowak, Ewa Dałkowska, Piotr Machalica, Zygmunt Zintel, Henryk Bista",Poland,"October 1, 2019",1985,90,"In 1930s Poland, a powerful psychic steers a group of strangers toward a fated convergence that ensures survival for one and annihilation for others.",Horror Movies
+s4017,Movie,Meet the In-Laws,Niyi Akinmolayan,"Adeniyi Johnson, Tina Mba, Dele Odule, Lilian Esoro, Amaechi Muonagor, Blessing Onwukwe, Dayo Amusa, Kenneth Okolie",Nigeria,"August 18, 2020",2017,75,"When their respective parents oppose their union, a newly engaged couple learns that the reasons for pushback run deeper than just tribal differences.",Comedies
+s4022,Movie,Meghnadbodh Rohoshyo,Anik Datta,"Barun Chanda, Sabyasachi Chakraborty",India,"October 15, 2018",2017,150,"A professor mysteriously vanishes, leaving behind a host of suspects, a shadowy history and a clue: the anonymous birthday gift of a Bengali classic.",Dramas
+s4023,Movie,Mehandi Circus,Saravana Rajendran,"Madhampatti Rangaraj, Shweta Tripathi, Vela Ramamoorthy, Ankur Vikal, G. Marimuthu, Sunny Charles",India,"October 30, 2019",2019,126,"In the early 1990s, the love between a cassette shop owner and a traveling circus performer challenges caste barriers and disapproving parents.",Dramas
+s4024,Movie,Melle,Binu Ulahhannan,"Amith Chakalakkal, Thanuja Karthik, Joy Mathew, Joju George, Krishna Prabha, Ambika Mohan, P. Balachandran, Illikkett Namboothiri",India,"August 1, 2018",2017,110,"After recovering from a tragic experience, a young woman makes a journey to her father's homeland and falls in love with a kind-hearted doctor.",Dramas
+s4026,Movie,Melvin Goes to Dinner,Bob Odenkirk,"Michael Blieden, Stephanie Courtney, Annabelle Gurwitch, Matt Price, David Cross, Maura Tierney, Kathleen Roll, Jack Black, Jenna Fischer, Fred Armisen",United States,"July 1, 2018",2003,84,"When Melvin and his friends gather for dinner, their casual conversation takes a sharp turn as they begin to disclose raw truths about themselves.",Comedies
+s4027,Movie,Memoir of a Murderer,Shin-yeon Won,"Kyung-gu Seol, Nam-gil Kim, Seol-hyun Kim, Dal-su Oh, Seok-jeong Hwang, In-Gum Jung, Ki-jun Shin, Jin-young Jang, Rina Shin, Hye-yoon Kim",South Korea,"February 19, 2018",2017,118,"Hiding his own murderous past, a man suffering from Alzheimer's must protect his daughter from her boyfriend, who he suspects is also a serial killer.",Dramas
+s4028,Movie,Memories of a Teenager,Lucas Santa Ana,"Renato Quattordio, Malena Narvay, Thomás Lepera, Jerónimo Giocondo Bosia, Tomás Wicz, Tomás Raimondi, Majo Chicar, Agustina Cabo",Argentina,"November 12, 2020",2019,97,"To cope with a friend's death, a teen blogs about his daily life but falls further into an existential crisis while experiencing a sexual awakening.",Dramas
+s4032,Movie,Men in Black,Barry Sonnenfeld,"Tommy Lee Jones, Will Smith, Linda Fiorentino, Vincent D'Onofrio, Rip Torn, Tony Shalhoub, Siobhan Fallon Hogan, Mike Nussbaum, Jon Gries, Sergio Calderón",United States,"October 19, 2019",1997,98,"A streetwise cop teams with a veteran government agent to work for a super-secret, extremely dapper team that monitors extraterrestrials on Earth.",Action
+s4033,Movie,Men in Black II,Barry Sonnenfeld,"Tommy Lee Jones, Will Smith, Rip Torn, Lara Flynn Boyle, Johnny Knoxville, Rosario Dawson, Tony Shalhoub, Patrick Warburton, Jack Kehler, David Cross",United States,"October 1, 2019",2002,88,Will Smith and Tommy Lee Jones reprise their roles as two highly secretive and unofficial government agents dealing with all things evil and alien.,Action
+s4034,TV Show,Men on a Mission,Jung-ah Im,"Ho-dong Kang, Soo-geun Lee, Sang-min Lee, Young-chul Kim, Jang-hoon Seo, Hee-chul Kim, Kyung-hoon Min",South Korea,"August 10, 2020",2020,5,"Male celebs play make-believe as high schoolers, welcoming star transfer students every week and engaging in battles of witty humor and slapstick.",International TV
+s4035,Movie,Menahi,Ayman Makram,"Fayez Al-Malki, Mona Wasef, Abdel Imam Abdullah, Reem Abdel Aziz, Dana Jabr, Emad Al Youssef, Remas Mansoor, Khalid Mengah",Saudi Arabia,"June 11, 2020",2008,101,"A stranger to civilian life, a young Saudi farmer travels to Dubai, where he experiences a series of hilarious misadventures.",Comedies
+s4036,Movie,Menashe,"Josh Z. Weinstein, Joshua Z. Weinstein","Menashe Lustig, Ruben Niborski, Yoel Weisshaus, Meyer Schwartz, Yoel Falkowitz, Ariel Vaysman",United States,"January 25, 2020",2017,82,"A year after his wife's death, a widower faces pressure from his Hasidic community to give up his son for adoption unless he finds a new partner.",Dramas
+s4037,Movie,Menorca,John Barnard,"Tammy Gillis, Sheila Campbell, Talia Pura, Dorothy Carroll, Logan Creran, Jason Wishnowski, Aaron Merke, Krystle Snow, Michael O'Sullivan",Canada,"August 27, 2017",2016,81,A hedonistic soccer mom takes a voyage of self-discovery when she tries to reconnect with her son by returning his pet rock to a Mediterranean island.,Dramas
+s4038,Movie,Merantau,Gareth Evans,"Iko Uwais, Sisca Jessica, Christine Hakim, Mads Koudal, Yusuf Aulia, Alex Abbad, Yayan Ruhian, Laurent Buson, Donny Alamsyah, Ratna Galih",Indonesia,"February 13, 2019",2009,112,"In this fast-paced Indonesian thriller, a young martial arts master travels to Jakarta, where he saves an orphan from a human-trafficking ring.",Action
+s4039,Movie,Merata: How Mum Decolonised the Screen,Hepi Mita,Hepi Mita,New Zealand,"May 12, 2019",2018,88,New Zealand film archivist Heperi Mita traces the cinematic legacy of his mother and trailblazing Maori filmmaker Merata Mita.,Documentaries
+s4040,Movie,Mercenary,Sacha Wolff,"Toki Pilioko, Iliana Zabeth, Mikaele Tuugahala, Laurent Pakihivatau, Petelo Sealeu, Maoni Talalua, Teotola Maka, Bessarion Udesiani",France,"December 4, 2016",2016,99,"When he defies his cruel father and leaves New Caledonia to play rugby in France, young Soane learns hard lessons about life, love and success.",Dramas
+s4042,Movie,Mercy,Chris Sparling,"James Wolk, Caitlin Fitzgerald, Tom Lipinski, Dan Ziskie, Michael Godere, Michael Donovan, Dion Graham, Constance Barron",United States,"November 22, 2016",2016,88,Two brothers clash with their half-siblings when a visit home to see their dying mother surfaces old secrets and becomes a fight for survival.,Dramas
+s4043,Movie,Mercy Black,Owen Egerton,"Daniella Pineda, Elle LaMont, Janeane Garofalo, Miles Emmons, Lee Eddy, Austin Amelio, Elke Boucher-Depew, Dylan Gage, Troy Anthony Hogan, Jamy Lentz",United States,"March 31, 2019",2019,88,"Fifteen years after a traumatic crime, a woman is released from psychiatric care and tries to drive out an evil spirit that continues to haunt her.",Horror Movies
+s4045,Movie,Mere Pyare Prime Minister,Rakeysh Omprakash Mehra,"Anjali Patil, Om Kanojiya, Niteesh Wadhwa, Makrand Deshpande, Syna Anand, Prasad, Adarsh, Rasika Agashe",India,"May 31, 2019",2019,103,"When his mother suffers a traumatic incident, a boy from the Mumbai slums treks to Delhi to deliver his written plea for justice to the Prime Minister.",Dramas
+s4046,Movie,Merku Thodarchi Malai,Lenin Bharathi,"Antony, Gayathri Krishna, Abu Valayamkulam, Anthony Vaathiyaar, Aarubala, Sornam",India,"January 1, 2019",2018,115,"In southern India, a laborer's dreams of owning a piece of land to farm is complicated by political corruption.",Dramas
+s4048,TV Show,Merlin,James Hawes,"Colin Morgan, Bradley James, Katie McGrath, Angel Coulby, Richard Wilson, Anthony Head, John Hurt, Nathaniel Parker",United Kingdom,"December 15, 2016",2012,5,"This family-oriented retelling of the King Arthur legend finds Merlin arriving in Camelot, where he hones his magic skills with the help of his uncle.",British TV
+s4050,Movie,Merry Men 2: Another Mission,Moses Inwang,"Ramsey Nouah, Ayo Makun, Jim Iyke, Falz, Uchemba Williams, Ireti Doyle, Ufuoma McDermott, Nancy Isime, Alex Asogwa",Nigeria,"June 5, 2020",2019,115,"To save a kidnapped loved one, a pack of wealthy men must return to their vigilante past when they are blackmailed to pull off a treacherous heist.",Comedies
+s4051,Movie,Merry Men: The Real Yoruba Demons,Toka McBaror,"Ramsey Nouah, Jim Iyke, Ayo Makun, Falz, Richard Mofe-Damijo, Iretiola Doyle, Damilola Adegbite, Rosaline Meurer, Jide Kosoko, Ali Nuhu, Segun Arinze, Francis Duru",Nigeria,"September 21, 2019",2018,106,"Four of the richest bachelors in Abuja, Nigeria enjoy a life of fast cars, palatial homes and female attention while concealing their true activities.",Comedies
+s4052,Movie,Mersal,Atlee Kumar,"Joseph Vijay, S.J. Surya, Kajal Aggarwal, Samantha Ruth Prabhu, Nithya Menon, Vadivelu, Sathyaraj",India,"August 21, 2018",2017,162,"A detective arrests a doctor for crimes targeting medical professionals but later finds the real culprit in a tale of revenge, corruption and magic.",Action
+s4053,Movie,Message from the King,Fabrice Du Welz,"Chadwick Boseman, Luke Evans, Teresa Palmer, Alfred Molina, Natalie Martinez, Tom Felton, Dale Dickey, Sibongile Mlambo",United Kingdom,"August 4, 2017",2017,103,"On a relentless quest to avenge his sister's murder, a man from Cape Town infiltrates a sprawling network of lowlifes and elites in Los Angeles.",Independent Movies
+s4055,Movie,Metallica Through The Never,Nimród Antal,"Dane DeHaan, James Hetfield, Lars Ulrich, Kirk Hammett, Robert Trujillo",United States,"October 28, 2020",2013,93,"As heavy metal band Metallica tears up the stage, a young roadie is sent on an urgent errand. But his mission soon takes a surreal turn.",Music
+s4056,TV Show,Metallica: Some Kind of Monster,"Joe Berlinger, Bruce Sinofsky","James Hetfield, Lars Ulrich, Kirk Hammett, Robert Trujillo",United States,"February 10, 2017",2014,1,"This collection includes the acclaimed rock documentary about Metallica, plus a film checking in with the still-thriving group 10 years later.",TV Shows
+s4058,Movie,Metro,Ananda Krishnan,"Yogi Babu, Bobby Simha, Shirish",India,"April 1, 2018",2016,116,"Disgusted by the gold-chain snatchers in his home city of Chennai, a man vows to combat the criminal menace by taking the law into his own hands.",Dramas
+s4061,Movie,MFKZ,"Shojiro Nishimi, Guillaume Renard","Kenn Michael, Vince Staples, Dino Andrade, Michael Chiklis, Giancarlo Esposito, Jorge Gutierrez, Dascha Polanco, RZA, Danny Trejo, Antonio Alvarez",France,"December 25, 2019",2017,95,Mysterious goons chase teenage slacker Angelino through chaotic Dark Meat City as he uncovers secret powers that could be the key to saving the world.,Action
+s4062,Movie,Mi amigo Alexis,Alejandro Fernández Almendras,"Luciano González, Alexis Sánchez, Daniel Muñoz, Ignacia Uribe, Marco Baeza, Manuela Oyarzún, Camilo Carmona, Alejandra Yañez, Lorna Campos, Gustavo Becerra",Chile,"August 30, 2019",2019,102,"When a young soccer fan and his idol forge an unexpected friendship, the connection teaches them both lessons about life and their love of the game.",Children
+s4063,Movie,Mi Obra Maestra,Gastón Duprat,"Guillermo Francella, Luis Brandoni, Raúl Arévalo, Andrea Frigerio, María Soldi, Mónica Duprat, Mahmoud Azim, Santiago Korovsky, Julio Marticorena, Alejandro Paker",Argentina,"January 25, 2019",2018,105,"A sly art dealer tries to revive the career of his longtime pal, a surly painter, with a risky plan that tests their morals and friendship.",Comedies
+s4064,Movie,Mi Shivajiraje Bhosale Boltoy,Santosh Manjrekar,"Sachin Khedekar, Mahesh Manjrekar, Makarand Anaspure, Suchitra Bandekar, Siddharth Jadhav, Priya Bapat, Abhijit Kelkar, Ganesh Yadav, Reema Lagoo, Vidyadhar Joshi",India,"January 1, 2018",2009,148,"After a disgruntled man blames his Marathi heritage for his lack of his success, he is visited by Shivaji, a great medieval Marathi king.",Comedies
+s4065,Movie,MI-5,Bharat Nalluri,"Peter Firth, Kit Harington, Jennifer Ehle, Elyes Gabel, Eleanor Matsuura, Tim McInnerny, Lara Pulver, David Harewood, Tuppence Middleton",United Kingdom,"August 1, 2019",2015,105,"When a terrorist escapes custody, MI-5 director Harry Pearce becomes the scapegoat. But the wily veteran still has some spycraft tricks up his sleeve.",Action
+s4067,Movie,Michael,Ribhu Dasgupta,"Naseeruddin Shah, Mahie Gill, Sabyasachi Chakraborty, Rudranil Ghosh, Iravati Harshe, Churni Ganguly, June Maliah, Purav Bhandare, Shridhar Watsar",India,"July 5, 2020",2011,86,"After a dedicated cop accidentally kills a 12-year-old boy, he's fired, harassed and forced to take menial work as he tries to keep his life together.",Dramas
+s4068,Movie,"Michael Bolton's Big, Sexy Valentine's Day Special","Scott Aukerman, Akiva Schaffer","Michael Bolton, Andy Samberg, Will Forte, Kenny G, Maya Rudolph, Adam Scott, Janeane Garofalo, Brooke Shields, Sinbad, Michael Sheen, Tim Robinson, Bob Saget, Mary Holland, Andy Richter, Colton Dunn, David Theune, Randall Park, Sarah Silverman, Mary Sohn, Fred Armisen, Matthew Kimbrough, Maya Erskine, Louie Anderson, Claudia O'Doherty, Kate Berlant, Baron Vaughn, Zachary Oyama, Casey Wilson, Sarah Shahi, Jimmy Graham, Luka Jones, Akiva Schaffer, Eric André, Scott Aukerman, Nicole Byer, Dave Ferguson, Tim Kalpakis, Mike Hanford, Mircea Monroe, Chris Parnell, Sal Stowers",United States,"February 7, 2017",2017,54,"After Santa tells him he needs 75,000 new babies by Christmas to meet toy supply, Michael Bolton hosts a telethon to inspire the world to make love.",Comedies
+s4069,Movie,Michael Che Matters,Oz Rodriguez,Michael Che,United States,"November 25, 2016",2016,61,"""SNL"" star Michael Che takes on hot-button topics like inequality, homophobia and gentrification in this stand-up set filmed live in Brooklyn.",Stand-Up
+s4071,Movie,Michael McIntyre: Showman,Chris Howe,Michael McIntyre,United Kingdom,"September 15, 2020",2020,63,"Charming comic Michael McIntyre talks family, technology, sharks, accents and the time he confused himself for a world leader in this stand-up special.",Stand-Up
+s4072,Movie,Michelle Buteau: Welcome to Buteaupia,Page Hurwitz,Michelle Buteau,United States,"September 29, 2020",2020,59,"Scene-stealing queen Michelle Buteau dazzles with real talk on relationships, parenthood, cultural differences and the government workers who adore her.",Stand-Up
+s4073,Movie,Michelle Wolf: Joke Show,Lance Bangs,Michelle Wolf,United States,"December 10, 2019",2019,60,"Comedian Michelle Wolf takes on outrage culture, massages, childbirth, feminism and much more (like otters) in a stand-up special from New York City.",Stand-Up
+s4074,Movie,Middle Men,George Gallo,"Luke Wilson, Giovanni Ribisi, Gabriel Macht, James Caan, Jacinda Barrett, Kevin Pollak, Laura Ramsey, Rade Serbedzija, Terry Crews, Kelsey Grammer",United States,"June 10, 2020",2009,113,"An entrepreneur develops an adult entertainment online billing company – and winds up dealing with mobsters, the FBI, con men and terrorists.",Comedies
+s4075,Movie,Middle School: The Worst Years of My Life,Steve Carr,"Griffin Gluck, Lauren Graham, Rob Riggle, Thomas Barbusca, Andrew Daly, Adam Pally, Retta, Efren Ramirez, Isabela Moner, Alexa Nisenson, Jacob Hopkins",United States,"March 3, 2019",2016,92,"At Hills Village Middle School, budding cartoonist Rafe and best pal Leo challenge their uptight principal by breaking every rule in his handbook.",Children
+s4076,TV Show,Middleditch & Schwartz,Ryan Polito,"Thomas Middleditch, Ben Schwartz",United States,"April 21, 2020",2020,1,Comedy duo Thomas Middleditch and Ben Schwartz turn small ideas into epically funny stories in this series of completely improvised comedy specials.,TV Comedies
+s4077,Movie,Midnight at the Magnolia,Maxwell McGuire,"Natalie Hall, Evan Williams, Michael Gordon Shore, Steve Cumyn, Albert Brooks",Canada,"November 5, 2020",2020,87,Longtime friends and local radio hosts Maggie and Jack fake it as a couple for their families and listeners in hopes of getting their show syndicated.,Comedies
+s4081,Movie,Midnight Special,Jeff Nichols,"Michael Shannon, Joel Edgerton, Kirsten Dunst, Adam Driver, Jaeden Martell, Sam Shepard, Bill Camp, Scott Haze, Paul Sparks",United States,"September 7, 2020",2016,112,"When his son exhibits supernatural powers, a father takes the youngster on the run to protect him from government authorities and religious fanatics.",Action
+s4083,Movie,Mighty Express: A Mighty Christmas,Clint Butler,"Jay Hatton, Zoe Hatz, Meesha Contreras, Dylan Schombing, Tyler Nathan, Leo Orgil, Michela Luci, Ian Ho, Evan Lefeuvre, Annick Obonsawin, Gracen Daly",Canada,"December 5, 2020",2020,26,The Mighty Express welcomes a new train and speeds into a snowstorm to deliver Santa’s presents and save Christmas for all the kids in Tracksville.,Children
+s4091,Movie,Mike Birbiglia: My Girlfriend's Boyfriend,Seth Barrish,Mike Birbiglia,United States,"May 2, 2020",2013,76,"On this painfully honest but hilarious journey, Birbiglia struggles to find reason in an area where it may be impossible to find: love.",Stand-Up
+s4092,Movie,Mike Birbiglia: Thank God for Jokes,"Seth Barrish, Mike Birbiglia",Mike Birbiglia,United States,"February 28, 2017",2017,71,"Comedian Mike Birbiglia takes the stage in Brooklyn and hits on hard truths about puppets, late people and the very real dangers of being funny.",Stand-Up
+s4093,Movie,Mike Birbiglia: The New One,Seth Barrish,Mike Birbiglia,United States,"November 26, 2019",2019,86,Comedian Mike Birbiglia hits Broadway with a hilarious yet profound one-man show that recounts his emotional and physical journey to parenthood.,Stand-Up
+s4095,Movie,Mike Epps: Don't Take It Personal,L. Frazier,Mike Epps,United States,"December 18, 2015",2015,60,Mike Epps tears up the stage at L.A.'s historic Orpheum Theatre in a special packed with blistering impressions and unapologetically raunchy swagger.,Stand-Up
+s4096,Movie,Mike Epps: Only One Mike,Kevin Bray,Mike Epps,United States,"June 25, 2019",2019,63,"In a raw stand-up comedy special, Mike Epps mixes it up as he tackles sexual misconduct, special ed, aging body parts and much more.",Stand-Up
+s4097,Movie,Milada,David Mrnka,"Ayelet Zurer, Robert Gant, Vica Kerekes, Aňa Geislerová, Ivana Chýlková, Vladimír Javorský, Dagmar Bláhová, Jaromír Dulava, Martin Pechlát, Brian Caspe",Czech Republic,"January 12, 2018",2017,124,Politician and human rights campaigner Milada Horáková battles against all odds to defend her beliefs in a Czechoslovakia under Communist rule.,Dramas
+s4098,Movie,Mile 22,Peter Berg,"Mark Wahlberg, Lauren Cohan, Iko Uwais, John Malkovich, Ronda Rousey, Carlo Alban, Sam Medina, Terry Kinney, Nikolai Nikolaeff, Natasha Goubskaya",United States,"November 1, 2020",2018,94,"An officer in a top-secret CIA unit leads his team in escorting a prized intelligence asset to safety, with enemy forces hot on their trail.",Action
+s4099,Movie,Milea,"Fajar Bustomi, Pidi Baiq","Iqbaal Ramadhan, Vanesha Prescilla, Ira Wibowo, Bucek, Happy Salma, Farhan, Maudy Koesnaedi, Jerome Kurnia",Indonesia,"June 13, 2020",2020,100,"Years after his teen romance with Milea, a now-adult Dilan tells his version of their love story when a high school reunion brings them back together.",Dramas
+s4100,Movie,Miles Davis: Birth of the Cool,Stanley Nelson,"Miles Davis, Carl Lumbly",United States,"March 6, 2020",2019,115,Unpack the mythology of Miles Davis and learn the true story of a jazz legend with never-before-seen footage and celebrity interviews.,Documentaries
+s4101,Movie,MILF,Axelle Laffont,"Virginie Ledoyen, Marie-Josée Croze, Axelle Laffont, Matthias Dandois, Victor Meutelet, Waël Sersoub, Florence Thomassin",France,"July 16, 2020",2018,102,"In the south of France, three best friends in their 40s navigate loss and heartbreak while embarking on steamy affairs with much younger men.",Comedies
+s4102,Movie,Milk,Gus Van Sant,"Sean Penn, Emile Hirsch, Josh Brolin, Diego Luna, James Franco, Alison Pill, Victor Garber, Denis O'Hare, Joseph Cross, Stephen Spinella, Lucas Grabeel, Brandon Boyce",United States,"February 16, 2017",2008,128,"Sean Penn stars in this biopic about Harvey Milk, the openly gay San Francisco politician who was murdered by a disgruntled city supervisor in 1978.",Dramas
+s4108,Movie,MindGamers,Andrew Goth,"Tom Payne, Melia Kreiling, Antonia Campbell-Hughes, Sam Neill, Turlough Convery, Oliver Stark, Dominique Tipper, Ryan Doyle, Simon Paisley-day, Pedja Bjelac",Austria,"January 15, 2020",2017,99,"Brilliant young students discover a breakthrough that could change humankind, but soon find themselves the subjects of a much bigger experiment.",International Movies
+s4109,Movie,Mindhorn,Sean Foley,"Julian Barratt, Andrea Riseborough, Essie Davis, Russell Tovey, Simon Farnaby, Steve Coogan, Richard McCabe, David Schofield, Nicholas Farrell, Jessica Barden",United Kingdom,"May 12, 2017",2017,88,"When a twisted killer tells the police he'll only speak to a fictional 1980s TV detective, the washed-up actor who played him takes the gig.",Comedies
+s4111,Movie,Mine,"Fabio Guaglione, Fabio Resinaro","Clint Dyer, Annabelle Wallis, Tom Cullen, Armie Hammer, Geoff Bell, Inés Píñar Mille, Juliet Aubrey, Luka Peros",United States,"February 28, 2019",2016,106,"When a Marine's mission goes awry, he must survive behind enemy lines – without stepping off a mine – among the harsh elements of a desert war zone.",Dramas
+s4112,Movie,Mine 9,Eddie Mensore,"Terry Serpico, Kevin Sizemore, Mark Ashworth, Clint James, Drew Starkey, Erin Elizabeth Burns",United States,"April 6, 2020",2019,83,A methane explosion leaves a group of miners trapped two miles deep into the earth with a small oxygen supply and desperate for any means of survival.,Dramas
+s4117,Movie,Minimalism: A Documentary About the Important Things,Matt D'Avella,"Joshua Fields Millburn, Ryan Nicodemus",United States,"November 4, 2019",2016,78,People dedicated to rejecting the American ideal that things bring happiness are interviewed in this documentary showing the virtues of less is more.,Documentaries
+s4118,Movie,Minnaminugu the FireFly,Anil Thomas,"Surabhi Lakshmi, Krishnan Balakrishnan, Rebecca Santhosh, Prem Prakash, Archana Padmini",India,"August 1, 2018",2017,128,"A nameless widow juggles multiple jobs to support her daughter’s decision to study abroad, only to discover that she has other plans.",Dramas
+s4120,Movie,Miracle,Gavin O'Connor,"Kurt Russell, Patricia Clarkson, Noah Emmerich, Sean McCann, Kenneth Welsh, Eddie Cahill, Patrick O'Brien Demsey, Michael Mantenuto, Nathan West, Kenneth Mitchell, Sam Skoryna, Billy Schneider, Michael Kopsa, Beverley Breuer, Lisa Marie Caruk, Ryan Walter, Nate Miller, Joseph Cure, Scott Johnson, Eric Peter-Kaiser, Bobby Hanson",Canada,"June 1, 2018",2004,136,U.S. hockey coach Herb Brooks unites a motley crew of college athletes and turns them into a force to be reckoned with at the 1980 Winter Olympics.,Children
+s4121,Movie,Miracle in Cell No. 7,Mehmet Ada Öztekin,"Aras Bulut İynemli, Nisa Sofiya Aksongur, Deniz Baysal, Celile Toyon Uysal, İlker Aksum, Mesut Akusta",Turkey,"March 13, 2020",2019,132,"Separated from his daughter, a father with an intellectual disability must prove his innocence when he is jailed for the death of a commander's child.",Dramas
+s4122,TV Show,Miraculous: Tales of Ladybug & Cat Noir,Thomas Astruc,"Cristina Vee, Bryce Papenbrook, Keith Silverstein, Mela Lee, Max Mittelman, Carrie Keranen, Stephanie Sheh, André Gordon, Matthew Mercer, Christopher Corey Smith, Philece Sampler, Selah Victor, Marieve Herington, Ben Diskin, Kira Buckland, Erin Fitzgerald, Grant George, Ethan Murray, David Roach, Todd Haberkorn",France,"February 1, 2020",2019,5,"When Paris is in peril, Marinette becomes Ladybug. Little does she know, her school crush Adrien is actually Cat Noir, another city-saving superhero.",Kids
+s4123,Movie,Mirage,Oriol Paulo,"Adriana Ugarte, Chino Darín, Javier Gutiérrez, Álvaro Morte, Nora Navas, Miquel Fernández, Clara Segura, Mima Riera, Aina Clotet, Albert Pérez, Julio Bohigas-Couto, Belén Rueda",Spain,"March 22, 2019",2018,129,"A space-time continuum glitch allows Vera to save a boy's life 25 years earlier, but results in the loss of her daughter, whom she fights to get back.",Dramas
+s4124,Movie,Mirai,Mamoru Hosoda,"Moka Kamishiraishi, Haru Kuroki, Gen Hoshino, Kumiko Aso, Mitsuo Yoshihara, Yoshiko Miyazaki, Koji Yakusho, Masaharu Fukuyama",Japan,"June 1, 2020",2018,98,"Unhappy after his new baby sister displaces him, four-year-old Kun begins meeting people and pets from his family's history in their unique house.",Action
+s4125,Movie,Miranda Sings Live…Your Welcome,Marcus Raboy,Colleen Ballinger,United States,"June 4, 2019",2019,62,"Viral video star Miranda Sings and her real-world alter ego Colleen Ballinger share the stage in a special packed with music, comedy and ""magichinry.""",Stand-Up
+s4126,Movie,Mirror Mirror,Tarsem Singh,"Julia Roberts, Lily Collins, Armie Hammer, Nathan Lane, Mare Winningham, Michael Lerner, Sean Bean, Robert Emms, Danny Woodburn, Martin Klebba, Sebastian Saraceno, Jordan Prentice, Mark Povinelli, Joe Gnoffo, Ronald Lee Clark",United States,"April 24, 2020",2012,106,This remake of the classic Grimm tale follows fair-skinned Snow White on a quest to regain her royal throne with help from a team of shady dwarves.,Children
+s4127,Movie,Mirzya,Rakeysh Omprakash Mehra,"Harshvardhan Kapoor, Saiyami Kher, Anuj Choudhry, Art Malik, Om Puri, K.K. Raina, Anjali Patil",India,"February 20, 2017",2016,129,A modern love story is connected to an ancient folk tale as star-crossed lovers from different social classes are kept apart by their families.,Dramas
+s4129,Movie,Mischief,Emcy Joseph,"Suraj Venjaramoodu, Soubin Shahir, Surabhi Lakshmi, Vincy Aloshious, Gracy Soudi, Mammukoya, Jaffer Idukki, Baburaj, Sudhi Koppa, Irshad",India,"April 15, 2020",2019,120,"Mistaking the sleeping passenger on his train for a drunk, a young man posts a picture of him online, unaware of his impulsive act's ugly repercussions.",Comedies
+s4130,Movie,Misfit,Erwin van den Eshof,"Djamila, Niek Roozen, Bente Fokkens, Jolijn Henneman, Fenna Ramos, Jill Schirnhofer, Donny Roelvink, Défano Holwijn, Luca Gilliot",Netherlands,"August 3, 2019",2017,81,"After living in America for years, a teenage girl moves back to the Netherlands and is quickly singled out as a misfit by the popular clique at school.",Children
+s4131,Movie,Misfit 2,Erwin van den Eshof,"Djamila, Niek Roozen, Bente Fokkens, Jolijn Henneman, Fenna Ramos, Jill Schirnhofer, Donny Roelvink, Défano Holwijn",Netherlands,"February 1, 2020",2019,82,"When her boyfriend abruptly transfers schools, a gifted musician must pair up with an archrival to battle him in a student music competition.",Children
+s4133,Movie,Miss Americana,Lana Wilson,Taylor Swift,United States,"January 31, 2020",2020,85,"In this revealing documentary, Taylor Swift embraces her role as a songwriter and performer — and as a woman harnessing the full power of her voice.",Documentaries
+s4136,Movie,Miss Hokusai,Keiichi Hara,"Anne Watanabe, Yutaka Matsushige, Gaku Hamada, Kengo Kora, Jun Miho, Shion Shimizu, Michitaka Tsutsui, Ethan Murray, Kevin T. Collins, Barbara Goodson, Cindy Robinson, Mike Pollock, Robbie Daymond, Marc Diraison, Richard Epcar, Erica Lindbeck",Japan,"October 1, 2017",2015,90,"Herself a talented artist, O-Ei works with her father, Tetsuzo, later known as Hokusai, on the woodblock prints that would make Edo famous worldwide.",Anime Features
+s4138,Movie,Miss India,Narendra Nath,"Keerthy Suresh, Dr. Rajendra Prasad, Jagapathi Babu, V. K. Naresh, Nadhiya, Naveen Chandra, Sumanth Shailendra, Kamal Kamaraju, Praveen, Pujitha Ponnada, Divya Sripada",India,"November 4, 2020",2020,136,"Uprooted to America, an aspiring Indian entrepreneur confronts disapproval, sexism and rivalry as she draws from her culture to start a tea business.",Dramas
+s4139,Movie,Miss J Contemplates Her Choice,Jason Lai,"Kit Chan, Xiang Yun, Bobby Tonelli, Shane Pow, Seraph Sun, Marcus Chiau, Sierra Bustos, Amy Cheng, Lin Yu Hui, Youyi",Singapore,"December 20, 2018",2014,89,The life of a radio talk-show host is turned upside down after a murderous caller dials into her program and asks her to choose his next victim.,Dramas
+s4140,Movie,Miss Julie,Liv Ullmann,"Jessica Chastain, Colin Farrell, Samantha Morton, Nora McMenamy",Norway,"September 2, 2015",2014,130,"On a summer night in 1890 Ireland, the unsettled daughter of aristocrats coaxes her father's valet to seduce her, though he's engaged to their cook.",Dramas
+s4141,Movie,Miss Me This Christmas,Kenny Young,"Eva Marcille, Richard Gant, Redaric Williams, Allen Maldonado, Erica Ash, Brely Evans",United States,"December 19, 2017",2017,85,"With their divorce set to become final on Christmas day, a couple must decide if they're really ready to throw in the towel on their relationship.",Romantic Movies
+s4145,Movie,Miss Sharon Jones!,Barbara Kopple,Sharon Jones,United States,"January 7, 2017",2015,94,This uplifting documentary follows R&B singer Sharon Jones's battle with pancreatic cancer while keeping her band intact for a return to the stage.,Documentaries
+s4146,Movie,Miss Stevens,Julia Hart,"Lily Rabe, Timothée Chalamet, Lili Reinhart, Anthony Quintal, Oscar Nuñez, Rob Huebel",United States,"December 19, 2016",2016,86,Emotionally vulnerable teacher Rachel accompanies three students to a weekend drama competition and forms an unexpected bond with troubled teen Billy.,Dramas
+s4147,Movie,Miss Virginia,R.J. Daniel Hanna,"Uzo Aduba, Matthew Modine, Aunjanue Ellis, Niles Fitch, Amirah Vann, Nadji Jeter, Michael Beasley, Adina Porter, Vanessa Williams",United States,"February 16, 2020",2019,102,"Determined to give her son a private school education, a single mother in the inner city uses all her resources to try to effect change in the system.",Dramas
+s4148,Movie,Mission Blue,"Robert Nixon, Fisher Stevens","James Cameron, Michael deGruy, Sylvia Earle, Bryce Groark, Jeremy Jackson, Carl Safina",United States,"August 15, 2014",2014,94,This documentary follows oceanographer Sylvia Earle's campaign to save the world's oceans from threats such as overfishing and toxic waste.,Documentaries
+s4150,Movie,Mission Istaanbul: Darr Ke Aagey Jeet Hai,Apoorva Lakhia,"Vivek Oberoi, Zayed Khan, Shriya Saran, Nikitin Dheer, Shabbir Ahluwalia, Sunil Shetty, Shweta Bhardwaj",India,"May 16, 2019",2008,119,A television journalist makes a risky career move by accepting a job offer from a controversial Istanbul television station.,Action
+s4151,Movie,Mission of Honor,David Blair,"Iwan Rheon, Milo Gibson, Stefanie Martini, Marcin Dorociński, Krystof Hádek, Christopher Jaciow",United Kingdom,"July 29, 2019",2018,107,"As Hitler's Nazis threaten to take command of Britain's skies, a squadron of Polish pilots arrives to aid the Royal Air Force against a mutual enemy.",Action
+s4152,Movie,Mission: Destroy Love,Osman Ali,"Bront Palarae, Maya Karin, Remy Ishak, Izara Aishah, Azad Jazmin, Dira Abu Zahar, Zarina Zainuddin",Malaysia,"August 7, 2017",2014,93,Two strangers meet by chance on a trip to Thailand and form a connection when they realize their former romantic partners ended up getting together.,Comedies
+s4153,Movie,Mississippi Grind,"Anna Boden, Ryan Fleck","Ryan Reynolds, Ben Mendelsohn, Sienna Miller, Analeigh Tipton, Alfre Woodard, James Toback, Robin Weigert",United States,"July 26, 2018",2015,109,A gambler mired in debt thinks another cardsharp may just be his good luck charm as the two head for New Orleans to buy into a high-stakes poker game.,Dramas
+s4154,Movie,Mitt,Greg Whiteley,Mitt Romney,United States,"January 24, 2014",2014,93,The real Mitt Romney is revealed in this documentary that goes beyond the sound bites with unprecedented access to his 2012 presidential campaign.,Documentaries
+s4155,Movie,Mo Amer: The Vagabond,Stan Lathan,Mo Amer,United States,"October 9, 2018",2018,57,"Arab-American comedian Mo Amer recounts his life as a refugee comic, from traveling with the name Mohammed to his long path to citizenship.",Stand-Up
+s4156,Movie,Mo Gilligan: Momentum,Chris Howe,Mo Gilligan,United Kingdom,"September 30, 2019",2019,64,"Comedian Mo Gilligan blends smooth moves and sharp humor as he riffs on humble beginnings, family dynamics and the complex art of dancing in the club.",Stand-Up
+s4160,Movie,Modest Heroes: Ponoc Short Films Theatre,"Hiromasa Yonebayashi, Yoshiyuki Momose, Akihiko Yamashita","Fumino Kimura, Rio Suzuki, Machiko Ono, Sota Shinohara, Kentaro Sakaguchi, Joe Odagiri, Min Tanaka",Japan,"May 22, 2020",2018,54,Two underwater siblings surviving on their own. A boy with a serious egg allergy. A man invisible to the rest of society. Three short animated tales.,Anime Features
+s4162,Movie,Moh Maya Money,Munish Bhardwaj,"Ranvir Shorey, Neha Dhupia, Devendra Chowhan, Ashwath Bhatt, Vidushi Mehra, Anant Raina",India,"May 1, 2017",2016,109,"After investing in a shady deal that quickly falls apart, a morally flexible real estate agent involves his wife in a dangerous recovery plan.",Dramas
+s4163,Movie,Mohamed Hussein,Muhammad Ali,"Mohamed Saad, Samir Sabri, Mai Selim, Dina Mohsen, Bayoumi Fouad, Mohammed Tharwat, Feryal Youssef, Nabil Issa, Ahmed Seyam, Hassan Abdulfattah, Hamdi Al Wazir, Mohamed Shahin",Egypt,"December 20, 2020",2019,96,A luxury hotel chauffeur's life is turned upside down when he unexpectedly becomes the focus of a renowned painter's final art project.,Comedies
+s4164,Movie,Mohawk,Ted Geoghegan,"Kaniehtiio Horn, Eamon Farren, Justin Rain, Ezra Buzzington, Noah Segan, Ian Colletti, Robert Longstreet, Jon Huber, Jack Gwaltney, Sheri Foster, David La Haye",United States,"June 30, 2018",2017,92,"During the War of 1812, two Native Americans and their British ally are pursued into enemy territory by American soldiers thirsting for revenge.",Action
+s4165,Movie,Mohenjo Daro,Ashutosh Gowariker,"Hrithik Roshan, Sonakshi Sinha, Pooja Hegde, Kabir Bedi, Arunoday Singh, Kishori Shahane, Narendra Jha, Nitish Bharadwaj",India,"August 2, 2018",2016,168,"A courageous villager moves to the ancient city of Mohenjo Daro, where he falls for the daughter of a priest and does battle with a tyrant.",Action
+s4166,Movie,Mojave,William Monahan,"Garrett Hedlund, Oscar Isaac, Louise Bourgoin, Walton Goggins, Mark Wahlberg, Fran Kranz",United States,"July 26, 2018",2015,93,A lethal game of cat and mouse stretches from the desert to Tinseltown after Hollywood bad boy Thomas runs afoul of a cunning and dangerous drifter.,Dramas
+s4167,Movie,Mokalik (Mechanic),Kunle Afolayan,"Tooni Afolayan, Ayo Ogunshina, Dayo Akinpelu, Simi Ogunleye, Femi Adebayo, Lateef Adedimeji, Damilola Ogunsi, Rasaq Olayiwola, Ayo Adesanya, Wale Akorede, Toyosi Benjamin, Hamzat Sherifdeen, Samuel Olasehinde",Nigeria,"September 1, 2019",2019,100,A young boy's life shifts when he's sent to work at a mechanic's shop far from his suburban home until an opportunity forces him to make a tough choice.,Dramas
+s4169,Movie,Molly's Game,Aaron Sorkin,"Jessica Chastain, Idris Elba, Kevin Costner, Michael Cera, Jeremy Strong, Chris O'Dowd, J.C. MacKenzie, Brian d'Arcy James, Bill Camp, Graham Greene, Justin Kirk, Brian d’Arcy James",China,"April 1, 2020",2017,141,Former Olympian Molly Bloom ran a high-stakes poker game for the stars – until her lofty lifestyle nearly sent her to prison.,Dramas
+s4170,Movie,Mom,Ravi Udyawar,"Sridevi, Akshaye Khanna, Sajal Ali, Nawazuddin Siddiqui, Adnan Siddiqui, Pitobash, Abhimanyu Singh, Vikas Verma",India,"August 21, 2018",2017,139,"After her stepdaughter is sexually assaulted at a party, a furious mother sets out to destroy the lives of the four perpetrators who walked away free.",Dramas
+s4172,Movie,Moms at War,Omoni Oboli,"Omoni Oboli, Funke Akindele, Yul Edochie, Abayomi Alvin, Adebukola Oladipupo, Sharon Ooja, Eucharia Anunobi, Harriet Akinola, Michelle Dede",Nigeria,"April 13, 2020",2018,92,"Two fierce mothers become rivals when a school contest forces their kids, both model students, to compete against one another to be the best in class.",Comedies
+s4173,Movie,Mona Lisa Smile,Mike Newell,"Julia Roberts, Kirsten Dunst, Julia Stiles, Maggie Gyllenhaal, Juliet Stevenson, Dominic West, Ginnifer Goodwin, Topher Grace, John Slattery, Marcia Gay Harden",United States,"January 1, 2019",2003,119,"In 1953, the women of Wellesley College are measured by how well they marry – until the arrival of a professor who threatens to upend the status quo.",Dramas
+s4175,Movie,Money,Martin Rosete,"Kellan Lutz, Jess Weixler, Jesse Williams, Jamie Bamber, Lucía Guerrero, Fredric Lehne",United States,"October 15, 2017",2016,84,"Two corporate spies with a $5 million haul for selling secrets are held hostage by a thief, triggering a game of cat and mouse to gain the upper hand.",Thrillers
+s4178,Movie,Money Talks,Brett Ratner,"Charlie Sheen, Chris Tucker, Heather Locklear, Paul Sorvino, Gérard Ismaël, Damian Chapa, Elise Neal, Michael Wright, Veronica Cartwright",United States,"November 1, 2019",1997,96,"TV news reporter James Russell helps put small-time criminal Franklin Hatchett in jail, but turns to protecting Hatchett when he escapes from prison.",Action
+s4179,Movie,Money Trap,Yılmaz Erdoğan,"Yılmaz Erdoğan, Kıvanç Tatlıtuğ, Ezgi Mola, Bensu Soral, Rıza Kocaoğlu, Okan Çabalar, Güven Kıraç, Ahmet Mümtaz Taylan",Turkey,"April 26, 2019",2019,122,"When his daughter and son-in-law fall prey to a scam, Istanbul con man Asım Noyan meets his match in a madcap kingpin of an underground gambling world.",Comedies
+s4183,Movie,Monkey Up,Robert Vince,"Jonathan Mangum, Erin Allin O'Reilly, Kayden Magnuson, Danny Woodburn, Skylar Astin, John Ratzenberger, David Milchard",Canada,"March 19, 2016",2016,83,A talking monkey famous for his TV commercials dreams of breaking into real movies. But first he stumbles upon a brother and sister who need his help.,Children
+s4184,Movie,Monopoly (The Bank Of Luck),Ahmed El Gendy,"Mohamed Mamdouh, Mohammed Tharwat, Akram Hosny",Egypt,"June 15, 2019",2017,117,"Seeking revenge on his employer, a lazy bank agent and his two dim-witted friends concoct an elaborate but flawed heist.",Comedies
+s4185,Movie,Monster Family,Holger Tappe,"Celia Imrie, Emily Watson, Catherine Tate, Jason Isaacs, Nick Frost, Jessica Brown Findlay",Germany,"April 4, 2018",2017,93,A family’s festive Halloween plans take a spooky turn when an evil witch's curse transforms the costumed clan into actual monsters.,Children
+s4186,Movie,Monster High 13 Wishes,Steve Sacks,"Erin Fitzgerald, Missi Hale, Marcus Griffin, Celeste Henderson, Evan Smith, Cindy Robinson, Julie Maddalena, Cam Clarke, Jonquil Goode",United States,"March 1, 2018",2013,73,"It's a new school year at Monster High, and the little sister of Clawdeen Wolf, Howleen, is determined to be more fangtastic than ever.",Children
+s4187,Movie,"Monster High: Boo York, Boo York",William Lau,"Karen Strassman, Celeste Henderson, Wendee Lee, TJ Smith, America Young, Rachel Staman, Laura Bailey",United States,"September 29, 2015",2015,72,Cleo is invited to a gala in the big city celebrating a magical comet and brings her best friends along. But the sinister Nefera has other plans.,Children
+s4189,Movie,Monster High: Escape from Skull Shores,"Steve Ball, Andrew Duncan","Kate Higgins, Debi Derryberry, Salli Saffioti, Evan Smith, Laura Bailey, Audu Paden, Erin Fitzgerald, Cindy Robinson, Ogie Banks, Cam Clarke",United States,"January 1, 2018",2012,46,"A swanky cruise veers off course for Lagoona and her friends when they're left stranded on Skull Shores, an island with a notorious beast.",Children
+s4190,Movie,Monster High: Freaky Fusion,"William Lau, Sylvain Blais","Cam Clarke, Audu Paden, Laura Bailey, Cindy Robinson, Erin Fitzgerald, Kate Higgins, Salli Saffioti, Sue Swan, Haviland Stillwell, Paula Rhodes, America Young, Stephanie Sheh, Josey Montana McCoy",United States,"January 30, 2018",2014,74,"When Frankie Stein travels back in time, a teen scientist follows her home into the present and causes a lab accident that creates four new monsters.",Children
+s4191,Movie,Monster High: Friday Night Frights,Dustin McKenzie,"Laura Bailey, Ogie Banks, Cam Clarke, Debi Derryberry, Erin Fitzgerald, Kate Higgins, Julie Maddalena, Audu Paden, Cindy Robinson, Salli Saffioti, Evan Smith, America Young",United States,"January 1, 2018",2013,46,"In their bid to win the Skulltimate Roller Maze championship, Monster High loses its star players, Clawd and Deuce, to injury.",Children
+s4192,Movie,Monster High: Fright On!,"Victor Dal Chele, Alfred Gimeno","Kate Higgins, Debi Derryberry, Salli Saffioti, Laura Bailey, Yuri Lowenthal, Audu Paden, Cindy Robinson, Erin Fitzgerald, America Young, Ogie Banks",United States,"January 1, 2018",2011,46,"Big changes are afoot at Monster High when administrators announce a merger with two other schools, designed to bring all monsters together.",Children
+s4193,Movie,"Monster High: Frights, Camera, Action!",William Lau,"Sue Swan, Kate Higgins, Celeste Henderson, Marcus Griffin, America Young, Karen Strassman, James Horan, Erin Fitzgerald, Laura Bailey, Yeni Alvarez",United States,"January 1, 2018",2014,74,"Draculaura is whisked to Transylvania to be crowned vampire queen, but when she learns she's been duped, the search is on for the true royal heir.",Children
+s4194,Movie,Monster High: Ghouls Rule,"Mike Fetterly, Steve Sacks","Laura Bailey, Hank Banks, Cam Clarke, Erin Fitzgerald, Dee Dee Green, Kate Higgins, Andrew Duncan",United States,"March 1, 2018",2012,71,"After learning that monsters and ""Normies"" used to spend Halloween together, Frankie Stein and her pals rally both groups for a frightfully good time.",Children
+s4195,Movie,Monster High: Great Scarrier Reef,William Lau,"Larissa Galagher, Kate Higgins, Debi Derryberry, Salli Saffioti, America Young, Evan Smith, Lyndsy Kail, Rachel Staman, Cherami Leigh, Paula Rhodes, Erin Fitzgerald",United States,"October 1, 2017",2016,72,"At a Monster High party, Lagoona and pals are sucked into the reef, where she'll have to come to terms with her flaws and confront an old frenemy.",Children
+s4197,Movie,Monster High: New Ghoul at School,"Audu Paden, Eric Radomski","Kate Higgins, Salli Saffioti, Debi Derryberry, Laura Bailey, Yuri Lowenthal, Audu Paden, Troy Baker, Erin Fitzgerald",United States,"October 1, 2017",2010,23,"Insecure new student Frankie Stein struggles to fit in at Monster High, where ultra-cool ghoul Cleo De Nile and hunky monster Deuce rule the roost.",Children
+s4198,Movie,"Monster High: Scaris, City of Frights","Dustin McKenzie, Andrew Duncan, Audu Paden","Laura Bailey, Cam Clarke, Erin Fitzgerald, Dee Dee Green, Celeste Henderson, Kate Higgins, Jonathan Lipow, Julie Maddalena, Dustin McKenzie, Audu Paden",United States,"July 7, 2015",2013,60,"When Clawdeen gets a chance to study with a top fashion designer, she and her pals hop on a plane to Scaris, France, the city where screams come true.",Children
+s4199,Movie,Monster High: Why Do Ghouls Fall in Love?,"Dustin McKenzie, Steve Sacks","Laura Bailey, Ogie Banks, Cam Clarke, Debi Derryberry, Erin Fitzgerald, Kate Higgins, Jonathan Lipow, Audu Paden, Cindy Robinson, Salli Saffioti, Evan Smith, America Young",United States,"January 1, 2018",2013,46,Draculaura's ghoulfriends have some suspicions about one of her two persistent suitors – but can they stop him before he steals her un-beating heart?,Children
+s4200,Movie,Monster House,Gil Kenan,"Mitchel Musso, Sam Lerner, Spencer Locke, Steve Buscemi, Kathleen Turner, Jason Lee, Jon Heder, Maggie Gyllenhaal, Catherine O'Hara, Fred Willard, Nick Cannon, Kevin James",United States,"December 1, 2020",2006,91,"A trio of friends sets out to expose the terrors of a vacant neighborhood house, which appears to have a craving for people — and a life of its own.",Children
+s4201,Movie,Monster Island,Leopoldo Aguilar,"Joey Camen, Fiona Hardingham, Johnny Rose, Katie Leigh, Roger L. Jackson, Wally Wingert, Phillip Vasquez",India,"December 1, 2017",2017,81,"When a teenager discovers he's not really human, he ventures out to a remote island to explore his roots and confronts a series of wild challenges.",Children
+s4203,Movie,Monster-in-Law,Robert Luketic,"Jennifer Lopez, Jane Fonda, Michael Vartan, Wanda Sykes, Adam Scott, Monet Mazur, Annie Parisse, Will Arnett, Elaine Stritch, Stephen Dunham",United States,"January 1, 2020",2005,101,An office temp thinks she's found Mr. Right when she starts dating a handsome surgeon. But there's a problem standing in the way of everlasting bliss.,Comedies
+s4204,Movie,Monsters: Dark Continent,Tom Green,"Johnny Harris, Sam Keeley, Joe Dempsie, Kyle Soller, Nicholas Pinnock, Parker Sawyers, Philip Arditti, Sofia Boutella",United Kingdom,"January 10, 2020",2014,119,An American platoon stationed in the Middle East is thrust into battle with a breed of tentacled aliens whose rapid spread threatens human survival.,Action
+s4208,Movie,Monty Python and the Holy Grail,"Terry Gilliam, Terry Jones","Graham Chapman, John Cleese, Eric Idle, Terry Gilliam, Terry Jones, Michael Palin, Connie Booth, Carol Cleveland, Neil Innes",United Kingdom,"January 2, 2019",1975,92,The Monty Python comedy clan skewers King Arthur and his Knights of the Round Table as they quest far and wide for the Holy Grail.,Action
+s4211,Movie,"Monty Python Live (Mostly): One Down, Five to Go",Eric Idle,"John Cleese, Terry Gilliam, Eric Idle, Terry Jones, Michael Palin",United Kingdom,"October 2, 2018",2014,137,"Live from London in a sold-out final show, surviving members of the British comedy troupe reprise old roles and break out in irreverent song and dance.",Comedies
+s4212,Movie,Monty Python: Before the Flying Circus,Will Yapp,"Graham Chapman, Eric Idle, Terry Jones, Michael Palin, Terry Gilliam, John Cleese",United Kingdom,"October 2, 2018",2000,56,"Discover how six seemingly ordinary but supremely talented men became Monty Python, sketch comedy's revolutionary comedy troupe.",Comedies
+s4214,Movie,Monty Python: Live at The Hollywood Bowl,"Terry Hughes, Ian MacNaughton","Graham Chapman, John Cleese, Terry Gilliam, Eric Idle, Terry Jones, Michael Palin, Neil Innes, Carol Cleveland",United Kingdom,"October 2, 2018",1982,80,"Film clips and Terry Gilliam animations feature in this live-to-tape performance of greatest hits, including ""Travel Agent"" and ""Solo Wrestling.""",Comedies
+s4215,Movie,Monty Python: The Meaning of Live,"Roger Graef, James Rogan","John Cleese, Terry Gilliam, Eric Idle, Terry Jones, Michael Palin, Mike Myers, Graham Chapman, Stephen Hawking",United Kingdom,"October 2, 2018",2014,94,"From heyday to curtain call, this documentary offers a rare glimpse of the legendary Monty Python troupe as it stages live shows after a long hiatus.",Documentaries
+s4219,Movie,Monty Python's Life of Brian,Terry Jones,"Graham Chapman, John Cleese, Terry Gilliam, Eric Idle, Terry Jones, Michael Palin, Terence Bayler, Carol Cleveland",United Kingdom,"October 2, 2018",1979,94,"Born in a stable in Judea, Brian grows up to join a group of anti-Roman zealots, but his fate keeps getting confused with that of a certain carpenter.",Classic Movies
+s4222,Movie,Moon,Duncan Jones,"Sam Rockwell, Kevin Spacey, Dominique McElligott, Rosie Shaw, Adrienne Shaw, Kaya Scodelario, Benedict Wong, Matt Berry, Malcolm Stewart, Robin Chalk",United Kingdom,"January 1, 2020",2009,97,"As he nears the end of a lonely three-year stint on the moon base Sarang, astronaut Sam Bell begins to hear and see strange things.",Dramas
+s4223,Movie,Moonlight,Barry Jenkins,"Trevante Rhodes, André Holland, Janelle Monáe, Ashton Sanders, Jharrel Jerome, Alex Hibbert, Jaden Piner, Naomie Harris, Mahershala Ali",United States,"May 21, 2019",2016,111,"In a crime-infested Miami neighborhood, a gay African-American boy with a drug-addicted mother grows up with the help of a mentoring drug dealer.",Dramas
+s4224,Movie,Moonwalkers,Antoine Bardou-Jacquet,"Ron Perlman, Rupert Grint, Robert Sheehan, Stephen Campbell Moore, Eric Lampaert, Kevin Bishop, Tom Audenaert, Erika Sainte",France,"September 8, 2017",2015,96,"A brain-addled war vet, a failing band manager and a Stanley Kubrick impersonator help the CIA construct an epic scam by faking the 1969 moon landing.",Action
+s4225,Movie,Moor,Jami,"Hameed Sheikh, Samiya Mumtaz, Shaz Khan, Abdul Qadir, Shabbir Rana, Sultan Hussain, Ayaz Samoo, Nayyar Ejaz, Sonia Hussain",Pakistan,"November 1, 2017",2015,135,"A railway stationmaster tries to cope with his wife's death, his estrangement from his son and the corrupt world in which he lives.",Dramas
+s4228,Movie,Morris from America,Chad Hartigan,"Markees Christmas, Craig Robinson, Lina Keller, Carla Juri, Jakub Gierszal, Levin Henning, Eva Loebau",Germany,"November 1, 2018",2016,91,"When his father moves from the U.S. to Heidelberg, Germany, an African American teenager struggles to find his place and pursue his hip-hop dreams.",Dramas
+s4231,Movie,Morya,Avadhoot Gupte,"Santosh Juvekar, Chinmay Mandlekar, Pari Telang, S. Joshi, Dilip Prabhavalkar, Ganesh Yadav, Pushkar Shrotri",India,"February 15, 2018",2011,121,Two communities in Mumbai get a final chance to compete with each other in the celebration of the iconic Ganesh Chaturthi festival.,Dramas
+s4232,Movie,Moshe Kasher: Live in Oakland,Jay Chapman,Moshe Kasher,United States,"January 1, 2019",2012,61,Comic Moshe Kasher returns to his home turf of Oakland for this stand-up special that has him sharing uproarious stories about the people he's met.,Stand-Up
+s4235,Movie,Mostly Sunny,Dilip Mehta,Sunny Leone,Canada,"May 1, 2017",2016,83,"Explore the unconventional career of Sunny Leone, who transitioned from adult film star to Bollywood actress and reality TV star.",Documentaries
+s4236,Movie,Mosul,Matthew Michael Carnahan,"Suhail Dabbach, Adam Bessa, Is'haq Elias, Qutaiba Abdelhaq, Ahmad El Ghanem, Hicham Ouarqa, Mohimen Mahbuba, Thaer Al-Shayei, Abdellah Bensaid, Faycal Attougui, Mohamed Attougui, Tarik Belmekki, Hayat Kamille, Seema Al Khalidi, Waleed Algadi",United States,"November 26, 2020",2020,103,"After his life is saved by a rogue Iraqi squadron, a young police officer joins them in their fight against ISIS in a decimated Mosul.",Action
+s4237,Movie,MOTHER,Tatsushi Omori,"Masami Nagasawa, Sadao Abe, Daiken Okudaira",Japan,"November 3, 2020",2020,127,"Shuhei’s erratic mother feels threatened when he starts to awaken to a world beyond her distorted control, sending the family hurtling towards tragedy.",Dramas
+s4239,Movie,Motichoor Chaknachoor,Debamitra Biswal,"Nawazuddin Siddiqui, Athiya Shetty, Sanjeev Vats, Vibha Chhibber, Vivek Mishra, Navni Parihar, Karuna Pandey, Abhishek Rawat",India,"January 20, 2020",2019,132,"Pushing 40 and unemployed, a Dubai returnee desperate for a wife catches the eye of a Bhopal belle, who sees him solely as her ticket out of India.",Comedies
+s4240,Movie,Motor Mitraan Di,Amitoj Mann,"Gurpreet Guggi, Happy Raikoti, Vikram Singh, Sonia Mann, Yograj Singh, Sardar Sohi, Harsharan Singh, Anita Meet, Prakash Gadhu, Gurmeet Sajan",India,"October 1, 2018",2016,117,"When three brothers unwittingly get entangled in a murder associated with a fraudulent ashram leader, they set out to expose him to society as a fake.",Comedies
+s4242,Movie,Motu Patlu: King of Kings,Suhas Kadav,"Saurav Chakrabarty, Vinay Pathak",India,"July 6, 2017",2016,109,"Motu and Patlu want to help a circus lion get back to the jungle. On the way, the three become caught up in an exciting adventure in the forest.",Children
+s4245,Movie,Movie 43,"Peter Farrelly, Will Graham, Steve Carr, Griffin Dunne, Steve Brill, James Duffy, Jonathan van Tulleken, Elizabeth Banks, Patrik Forsberg, Brett Ratner, Rusty Cundieff, James Gunn","Greg Kinnear, Dennis Quaid, Common, Seth MacFarlane, Will Sasso, Hugh Jackman, Kate Winslet, Liev Schreiber, Naomi Watts, Anna Faris, Chris Pratt, J.B. Smoove, Kieran Culkin, Emma Stone, Cathy Cliften, Kristen Bell, Leslie Bibb, Bobby Cannavale, John Hodgman, Justin Long, Jason Sudeikis, Uma Thurman, Phil Crowley, Kate Bosworth, Richard Gere, Jack McBrayer, Aasif Mandvi, Christopher Mintz-Plasse, Chloë Grace Moretz, Matt Walsh, Patrick Warburton, Gerard Butler, Johnny Knoxville, Seann William Scott, Halle Berry, Stephen Merchant, Terrence Howard, Elizabeth Banks, Josh Duhamel",United States,"April 9, 2019",2013,94,"An eye-popping cast stars in this sketch-comedy collage, the new millennium's homage to classic anthology films like The Kentucky Fried Movie.",Comedies
+s4248,Movie,Mowgli: Legend of the Jungle,Andy Serkis,"Christian Bale, Cate Blanchett, Benedict Cumberbatch, Naomie Harris, Andy Serkis, Rohan Chand, Peter Mullan, Jack Reynor, Eddie Marsan, Tom Hollander, Louis Ashbourne Serkis, Matthew Rhys, Freida Pinto",United Kingdom,"December 7, 2018",2018,105,An orphaned boy raised by animals in the jungle seizes his destiny while confronting a dangerous enemy – and his own human origins.,Action
+s4249,Movie,Mr. Chandramouli,Thiru,"Karthik, Gautam Karthik, Regina Cassandra, Varalakshmi Sarathkumar, Santhosh Prathap, Mime Gopi, J. Mahendran, Viji Chandrasekhar",India,"October 18, 2018",2018,131,"When the lives of a carefree boxer and his cabdriver dad collide with the ambitions of a ruthless businessman, a search for answers turns to revenge.",Dramas
+s4250,Movie,Mr. Church,Bruce Beresford,"Eddie Murphy, Britt Robertson, Natascha McElhone, Xavier Samuel, Lucy Fry, Christian Madsen, Natalie Coughlin, Madison Wolfe, Thom Barry, Mckenna Grace",United States,"December 22, 2018",2016,105,"A temporary personal chef, a terminally ill single mother and her young daughter form an unlikely bond that redefines the meaning of family.",Dramas
+s4251,Movie,Mr. Deeds,Steve Brill,"Adam Sandler, Winona Ryder, Peter Gallagher, Jared Harris, Allen Covert, Erick Avari, John Turturro, Peter Dante, Conchata Ferrell, Steve Buscemi",United States,"August 1, 2020",2002,97,"After inheriting a media empire, humble Longfellow Deeds moves to the Big Apple – where a reporter and a company bigwig are waiting to pounce on him.",Comedies
+s4252,Movie,Mr. Gaga: A True Story of Love and Dance,Tomer Heymann,Ohad Naharin,Israel,"June 15, 2017",2015,102,World-renowned choreographer Ohad Naharin is profiled in this vivid documentary that mixes rehearsal footage with insights about his influence.,Documentaries
+s4254,Movie,Mr. Peabody & Sherman,Rob Minkoff,"Ty Burrell, Max Charles, Ariel Winter, Stephen Colbert, Leslie Mann, Stanley Tucci, Allison Janney, Mel Brooks, Patrick Warburton, Stephen Tobolowsky, Lake Bell",United States,"August 11, 2020",2014,93,"Resurrected from the 1960s animated series ""Rocky and Bullwinkle,"" canine genius Mr. Peabody and young Sherman take a dizzying ride through time.",Children
+s4255,Movie,Mr. Pig,Diego Luna,"Danny Glover, Maya Rudolph, José María Yazpik, Joel Murray, Angélica Aragón, Gabriela Araujo",Mexico,"December 31, 2016",2016,97,An aging California pig farmer whose property is on the brink of foreclosure makes a last-ditch trip across the border to sell his prized hog.,Dramas
+s4256,Movie,MR. RIGHT,Paco Cabezas,"Sam Rockwell, Anna Kendrick, Tim Roth, James Ransone, Anson Mount, Michael Eklund, RZA, Katie Nehra",United States,"February 16, 2020",2015,96,"Fresh off a bad relationship, thrill-seeking Martha finds romance and danger with Francis, a hit man who's decided to turn the tables on his clients.",Action
+s4258,Movie,Mr. Roosevelt,Noël Wells,"Noël Wells, Nick Thune, Britt Lower, Daniella Pineda, Andre Hyland, Armen Weitzman, Sergio Cilli",United States,"December 26, 2017",2017,91,"A struggling comedian returns to Austin, Texas, to see her ailing cat and face her messy past – while staying with her ex and his new girlfriend.",Comedies
+s4259,TV Show,Mr. Sunshine,Lee Eung-bok,"Lee Byung-hun, Kim Tae-ri, Yoo Yeon-seok, Kim Min-jung, Byun Yo-han",South Korea,"July 8, 2018",2018,1,A young boy who ends up in the U.S. after the 1871 Shinmiyangyo incident returns to Korea at a historical turning point and falls for a noblewoman.,International TV
+s4260,Movie,Mr. Virgin,Anthony Chan,"Olivia Cheng, Alfred Cheung, Hu Chin, Chung Ping Geung, Anglie Leung",Hong Kong,"August 16, 2018",1984,86,"When a young man ignores a feng shui master’s warning and decides to marry before turning 30, a series of mishaps begins to curse his life.",Comedies
+s4261,Movie,Mr. Woodcock,Craig Gillespie,"Billy Bob Thornton, Seann William Scott, Ethan Suplee, Melissa Sagemiller, Susan Sarandon, Melissa Leo, Bill Macy, Kurt Fuller, Amy Poehler",United States,"September 1, 2019",2007,88,"When a self-help author learns that his mother has fallen for his sadistic high school gym teacher, he tries to put a stop to their budding romance.",Comedies
+s4263,Movie,Mrs. Serial Killer,Shirish Kunder,"Jacqueline Fernandez, Manoj Bajpayee, Mohit Raina, Zayn Marie Khan",India,"May 1, 2020",2020,107,"When a doctor gets jailed for a string of shocking murders, his loyal wife sets out to commit a copycat crime to prove his innocence.",International Movies
+s4264,Movie,Ms. Mammy,Wael Ihsan,"Yasmin Abdulaziz, Hassan El Raddad, Ahmed Fouad Selim, Entessar, Hesham Ismail, Badria Tolba, Ghassan Mattar, Eman El-Sayed, Saad El Soghayar, Soleiman Eid, Youssef Eid, Hassan Abdulfattah, Mohamed Lotfy, Hala Fakher",Egypt,"June 6, 2019",2012,90,A successful advertising agency executive falls asleep on an airplane and wakes up in an alternate universe as a stay-at-home mom with three kids.,Comedies
+s4265,Movie,Mubarakan,Anees Bazmee,"Anil Kapoor, Arjun Kapoor, Ileana D'Cruz, Athiya Shetty, Neha Sharma, Vineet Kumar Singh, Pavan Malhotra, Ratna Pathak Shah, Karan Kundra, Anil Mange, Rahul Dev, Sanjay Kapoor",India,"November 5, 2017",2017,153,"Chaos ensues after two orphaned twin brothers raised apart team up with their eccentric, unmarried uncle to find a solution to their romantic woes.",Comedies
+s4266,Movie,Much Ado About Nothing,Alejandro Fernández Almendras,"Agustín Silva, Paulina García, Daniel Alcaíno, Alejandro Goic, Luis Gnecco, Samuel Landea, Dindi Jane, Isabella Costa, Augusto Schuster, Pilar Ronderos",Chile,"October 1, 2016",2016,96,Carefree college student Vicente ends up in a desperate fight for freedom when a well-connected friend falsely accuses him of a hit-and-run accident.,Dramas
+s4267,Movie,Much Loved,Nabil Ayouch,"Loubna Abidar, Asmaa Lazrak, Halima Karaouane, Sara El Mhamdi Elaaloui, Abdellah Didane, Danny Boushebel, Carlo Brandt, Camélia Montassere",France,"September 27, 2017",2015,104,Four friends who make their living as prostitutes in Morocco deal with both the dangers and stigma that come with their profession.,Dramas
+s4268,Movie,Mucho Mucho Amor: The Legend of Walter Mercado,"Cristina Costantini, Kareem Tabsch",Walter Mercado,United States,"July 8, 2020",2020,96,"Dazzling and tender-hearted, legendary astrologer Walter Mercado vanished at the peak of his fame. This documentary poignantly explains what happened.",Documentaries
+s4269,Movie,Mucize,Mahsun Kırmızıgül,"Talat Bulut, Mert Turak, Mahsun Kırmızıgül, Erdem Yener, Erol Demiröz, Ali Sürmeli, Meral Çetinkaya, Büşra Pekin",Turkey,"March 10, 2017",2015,136,"Sent away from his family to a remote mountain town, teacher Mahir helps the villagers build a school – and inspires a path to hope for them all.",Dramas
+s4270,Movie,Mud,Jeff Nichols,"Matthew McConaughey, Reese Witherspoon, Tye Sheridan, Jacob Lofland, Sam Shepard, Ray McKinnon, Sarah Paulson, Michael Shannon, Joe Don Baker, Paul Sparks",United States,"January 1, 2021",2012,131,"Two Mississippi teens meet peculiar drifter Mud and get caught up in his web of tall tales about lost love, crimes of passion and bounty hunters.",Dramas
+s4271,Movie,Mudbound,Dee Rees,"Carey Mulligan, Jason Clarke, Mary J. Blige, Garrett Hedlund, Jason Mitchell, Rob Morgan, Jonathan Banks",United States,"November 17, 2017",2017,135,"Two Mississippi families – one black, one white – confront the brutal realities of prejudice, farming and friendship in a divided World War II era.",Dramas
+s4272,Movie,Mugamoodi,Mysskin,"Jiiva, Pooja Hegde, Narain, Nasser, Girish Karnad, Anupama Kumar, Selvaah",India,"October 1, 2018",2012,150,A martial arts specialist accidentally becomes a superhero when he steps in – in costume – to help the cops catch a criminal.,Action
+s4273,Movie,Mujeres arriba,Andrés Feddersen,"Loretto Bernal, Natalia Valdebenito, Alison Mandel, Matías Assler, Cristián Riquelme, Diego Casanueva, Samuel González, Consuelo Holzapfel, Esteban Rojas, Amanda Müller",Chile,"May 21, 2020",2019,98,"A trio of best friends — a carefree bachelorette, a passionate mom and a perfectionist girlfriend — try to spice up their sex lives with their partners.",Comedies
+s4274,Movie,Mujhse Shaadi Karogi,David Dhawan,"Rajpal Yadav, Amrish Puri, Kader Khan, Shashi Kala, Priyanka Chopra, Salman Khan, Akshay Kumar, Satish Shah",India,"December 31, 2019",2004,158,"Samir must overcome a hostile horoscope, a hot temper and a determined rival to win the heart of Rani, the love of his life.",Comedies
+s4275,Movie,Mujrim,Umesh Mehra,"Mithun Chakraborty, Madhuri Dixit, Suresh Oberoi, Shakti Kapoor, Pallavi Joshi, Gulshan Grover, Amrish Puri, Nutan, Jagdeep, Sharat Saxena",India,"September 1, 2017",1989,163,"Jailed as a teenager, Shankar has been unable to stay on the right side of the law ever since, despite his wife's pleas and his mother's rejection.",Action
+s4276,Movie,Mukhsin,Yasmin Ahmad,"Mohd Syafie Naswip, Sharifah Aryana, Sharifah Aleya, Adibah Noor, Irwan Iskandar, Sallehuddin Abu Bakar",Malaysia,"December 18, 2020",2006,98,"When young Mukhsin arrives in a new town, 10-year-old tomboy Orked adopts him as her new best friend, and the two develop a touching friendship that begins to spill over into the inklings of first love.",Children
+s4277,Movie,Mumbai Cha Raja,Manjeet Singh,"Rahul Bairagi, Arbaaz Khan, Tejas Parvatkar, Dhanshree Jain, Salman Khan, Aftab Khan",India,"November 15, 2016",2012,77,"This coming-of-age tale follows Rahul, a young boy growing up in a Mumbai slum whose alcoholic father abuses him and his mother.",Dramas
+s4278,Movie,Mumbai Delhi Mumbai,Satish Rajwade,"Shiv Pandit, Piaa Bajpai",India,"July 5, 2020",2014,107,"In Delhi for the first time, a Mumbai girl loses her phone but gets a surprise chance at true love with a local boy who begrudgingly helps her.",Comedies
+s4279,Movie,Mumbai Matinee,Anant Balani,"Rahul Bose, Vijay Raaz, Anusha Dhandekar, Perizaad Zorabian, Saurabh Shukla, Asrani, Shehzad Khan",India,"April 15, 2019",2003,116,"Still a virgin at 32 years old, a frustrated advertising agent gets the shock of his life when an unlikely chain of events turns him into a porn star.",Comedies
+s4280,Movie,Mumbai Meri Jaan,Nishikant Kamat,"Madhavan, Irrfan Khan, Soha Ali Khan, Paresh Rawal, Kay Kay Menon, Anand Goradia, Vijay Maurya, Vibhavari Deshpande, Santosh Juvekar, Kamlesh Sawant",India,"November 1, 2018",2008,135,"A moving portrayal of the 2006 train bombings in Mumbai, this Indian drama follows the interconnected stories of several strangers.",Dramas
+s4281,Movie,Munafik 2,Syamsul Yusof,"Syamsul Yusof, Maya Karin, Nasir Bilal Khan, Rahim Razali, Fizz Fairuz, Fauzi Nawawi, Mawi, Ku Faridah",Malaysia,"May 1, 2019",2018,104,"Haunted by terrifying visions, a Muslim healer finds his faith tested when he helps a woman locked in battle, body and soul, with a diabolical leader.",Horror Movies
+s4282,Movie,Mundeyan Ton Bachke Rahin,Navinder Pal Singh,"Roshan Prince, Jassi Gill, Simran Kaur Mundi, Bharti Singh, Anshu Sawhney, Hobby Dhaliwal, Sunita Dhir, Minto, Manoj Sabarwal, Sunny Gill",India,"November 1, 2018",2014,139,"When they both fall for the same girl, best pals and shameless womanizers Prince and Jassi go head-to-head to compete for her love.",Comedies
+s4283,Movie,Mune: Guardian of the Moon,"Alexandre Heboyan, Benoît Philippon","Joshua J. Ballard, Nicole Provost, Trevor Devall, Michael Dobson, Jonathan Love, Davey Grant",France,"January 26, 2018",2014,85,"When the old guardian of the moon retires, the mischievous Mune is chosen as his successor, but he worries he's not up to the job.",Children
+s4284,Movie,Muppets Most Wanted,James Bobin,"Ricky Gervais, Ty Burrell, Tina Fey, Kermit the Frog, Miss Piggy, Fozzie Bear, Gonzo, Muppets, Steve Whitmire, Eric Jacobson, Dave Goelz, Bill Barretta, David Rudman, Matt Vogel, Peter Linz",United States,"September 1, 2020",2014,110,"In the middle of their global tour, the Muppets inadvertently get mixed up in a perilous drama involving a gang of international jewel thieves.",Children
+s4285,Movie,Muqaddar ka Faisla,Prakash Mehra,"Raaj Kumar, Rakhee Gulzar, Raj Babbar, Tina Munim, Pran, Ranjeet, Meenakshi Sheshadri, Akbar Khan",India,"April 1, 2020",1987,172,God-fearing Pandit Krishna Kant loses everything and turns to a life of crime after his landlord tries to rape his wife and tears his family apart.,Action
+s4286,Movie,Muramba,Varun Narvekar,"Mithila Palkar, Amey Wagh, Sachin Khedekar, Chinmayi Sumit",India,"December 15, 2017",2017,128,A young man and his parents ponder the reasons behind the recent breakdown of a relationship he was in – and the possibility of reconciliation.,Comedies
+s4287,Movie,Muran,Rajan Madhav,"Prasanna, Cheran, Haripriya, Nikhita, Suma Bhattacharya, Jayaprakash",India,"October 1, 2018",2011,134,"When jingle composer Nanda's car breaks down on his way to Chennai, he hitchhikes there with Arjun, who tries to rope Nanda into a shady deal.",Action
+s4290,Movie,Murder Mystery,Kyle Newacheck,"Adam Sandler, Jennifer Aniston, Luke Evans, Gemma Arterton, Adeel Akhtar, Luis Gerardo Méndez, Dany Boon, Terence Stamp",United States,"June 14, 2019",2019,98,"On a long-awaited trip to Europe, a New York City cop and his hairdresser wife scramble to solve a baffling murder aboard a billionaire's yacht.",Comedies
+s4291,Movie,Murder Party,Jeremy Saulnier,"Alex Barnett, Macon Blair, Paul Goldblatt, Stacy Rock, William Lacey, Beau Sia, Skei Saulnier, Chris Sharp, Bill Tangradi",United States,"September 1, 2018",2007,79,"A mild-mannered office drone plucks a Halloween party invitation off the street and suddenly finds himself the main event at a ""murder party.""",Comedies
+s4295,Movie,Music Teacher,Sarthak Dasgupta,"Manav Kaul, Amrita Bagchi, Divya Dutta, Neena Gupta, Niharika Lyra Dutt, K.C. Shankar",India,"April 19, 2019",2019,102,A dejected small-town music teacher grapples with guilt and regret when his ex-pupil who once loved him returns home as the star he always wanted to be.,Dramas
+s4296,Movie,Must Be... Love,Dado C. Lumibao,"Kathryn Bernardo, Daniel Padilla, Liza Soberano, John Estrada, John Lapus",Philippines,"December 3, 2020",2013,106,"When a teenage girl develops romantic feelings for her childhood best friend, she finds herself changing her ways to win him over.",Comedies
+s4297,Movie,Mustang Island,Craig Elrod,"Macon Blair, Lee Eddy, John Merriman, Byron Brown, Jason Newman",United States,"January 2, 2018",2017,86,"After being dumped on New Year's Eve, Bill pursues his ex-girlfriend to an off-season Gulf Coast beach town, but things get complicated along the way.",Comedies
+s4299,Movie,Mute,Duncan Jones,"Alexander Skarsgård, Paul Rudd, Justin Theroux",United Kingdom,"February 23, 2018",2018,127,"When his girlfriend vanishes, a mute man ventures into a near-future Berlin's seamy underworld, where his actions speak louder than words.",Sci-Fi
+s4300,Movie,Mutiny of the Worker Bees,Carlos Morett,"Gustavo Egelhaaf, Alejandro Suárez, Bárbara de Regil, Mauricio Argüelles, César Rodríguez, Fernando Becerril, Anna Carreiro, Carlos Macías, José Sefami, Raquel Garza",Mexico,"May 20, 2020",2020,94,"When Omar's grandfather forces him to get a job at a tech company in Mexico City, he meets a quirky ensemble of nine-to-fivers ... and some nemeses.",Comedies
+s4301,Movie,Mutiny on the Bounty,"Lewis Milestone, Carol Reed","Marlon Brando, Trevor Howard, Richard Harris, Hugh Griffith, Richard Haydn, Tarita",United States,"November 1, 2019",1962,185,"Marlon Brando gives a nuanced performance as the aristocratic Lt. Fletcher Christian, an officer aboard the HMS Bounty who leads a mutiny against the ship's tyrannical Capt. Bligh.",Action
+s4303,Movie,My Amnesia Girl,Cathy Garcia-Molina,"John Lloyd Cruz, Toni Gonzaga, Carlos Agassi, Ketchup Eusebio, Joross Gamboa, JM de Guzman, Beatriz Saw, Nico Antonio",Philippines,"November 19, 2020",2010,105,"Years after leaving his bride-to-be at the altar, a man crosses paths with his ex and tries to make up for the past, only to find he's been forgotten.",International Movies
+s4305,Movie,My Babysitter's a Vampire: The Movie,Bruce McDonald,"Matthew Knight, Vanessa Morgan, Atticus Mitchell, Cameron Kennedy, Kate Todd, Joe Dinicol, Ella Jonas Farlinger, Ari Cohen, Laura de Carteret, Hrant Alianak",Canada,"October 17, 2018",2010,80,"When their parents head out for the evening, Ethan and his little sister get the babysitter of their nightmares: a fledgling vampire named Sarah.",Children
+s4306,Movie,My Beautiful Broken Brain,"Sophie Robinson, Lotje Sodderland","Sophie Robinson, Lotje Sodderland",United Kingdom,"March 18, 2016",2016,84,"After suffering a stroke at age 34, a woman documents her struggles, setbacks and eventual breakthrough as she relearns to speak, read and write.",Documentaries
+s4307,Movie,My Big Night,Álex de la Iglesia,"Raphael, Mario Casas, Pepón Nieto, Blanca Suárez, Hugo Silva, Carmen Machi, Luis Callejo, Carlos Areces, Enrique Villén, Santiago Segura, Jaime Ordoñez, Tomás Pozzi, Carolina Bang, Ana Polvorosa, Luis Fernández",Spain,"October 1, 2016",2015,97,An unemployed man gets a job as an extra at the shooting of a New Year's Eve TV special that's beset by crises and seems to go on forever.,Comedies
+s4308,Movie,My Birthday Song,Samir Soni,"Sanjay Suri, Nora Fatehi, Zenia Starr, Suparna Krishna, Elena Kazan",India,"July 1, 2018",2018,92,"After a wild night of impulse and infidelity, advertising executive Rajiv Kaul must navigate the blurred lines between life, death, fact and fiction.",Dramas
+s4309,Movie,My Brother ... Nikhil,Onir,"Juhi Chawla, Sanjay Suri, Victor Banerjee, Lillete Dubey, Purab Kohli, Dipannita Sharma, Gautam Kapoor",India,"October 30, 2018",2005,116,"After being diagnosed HIV-positive, a champion swimmer is disowned and harassed by all except his loving sister and loyal boyfriend.",Dramas
+s4311,Movie,My Daddy is in Heaven,Waymon Boone,"Jenn Gotzon Chandler, Corbin Bernsen, Lorenzo Lamas, T.C. Stallings, Jill Morrison, Lane Garrison, Jake Jacobson, Lee Benton, Riley St. John, Cricket St. John",United States,"June 12, 2018",2017,95,"After the sudden loss of her husband, a mother has a crisis of faith and struggles to keep her life together for the sake of her daughter and herself.",Dramas
+s4314,Movie,My Dog is My Guide,Ismail Farouk,"Sameh Hussain, Hasan Abdulfattah, Sulayman Id, Ayten Amer, Hassan Hosny",Egypt,"April 18, 2019",2013,99,"Relocated to a new post and struggling to adjust, a police officer further complicates his life by falling for a woman he has little in common with.",Comedies
+s4315,Movie,My Entire High School Sinking Into the Sea,Dash Shaw,"Jason Schwartzman, Lena Dunham, Reggie Watts, Maya Rudolph, Susan Sarandon, Thomas Jay Ryan, Alex Karpovsky, Louisa Krause, John Cameron Mitchell, Matthew Maher",United States,"January 23, 2018",2016,77,"After an earthquake sends their school building drifting into the sea, a group of high-schoolers struggles to survive and overcome clique wars.",Comedies
+s4316,Movie,My Ex & Whys,Cathy Garcia-Molina,"Liza Soberano, Enrique Gil, Joey Marquez, Cai Cortez, Arlene Muchlach, Ara Mina, Ryan Bang, Joross Gamboa, Jeffrey Tam, Neils Coleta",Philippines,"February 27, 2019",2017,121,"Popular blogger Cali is hired for a marketing campaign alongside another viral sensation: her ex-boyfriend Gio, who's intent on winning her back.",Comedies
+s4317,Movie,My Ex-Ex,Nathaniel Warsh,"André Bharti, Katherine Barrell, Ray Galletti, Emily Alatalo, Tamara Duarte, Randal Edwards, Alastair Forbes, Jesse Camacho",Canada,"August 15, 2017",2015,91,A recently dumped attorney hires a psychic to help her win back her boyfriend. Things take an unexpected turn when another ex re-enters the picture.,Comedies
+s4319,Movie,My Friend Pinto,Raaghav Dar,"Prateik, Kalki Koechlin, Arjun Mathur, Shruti Seth, Makrand Deshpande, Divya Dutta, Rajendranath Zutshi, Amin Hajee, Karim Hajee, Shakeel Khan",India,"October 1, 2018",2011,100,A bright-eyed villager comes face-to-face with the gritty realities of modern-day Mumbai when he sets out to find his childhood friend.,Comedies
+s4320,Movie,My Fuhrer,Dani Levy,"Helge Schneider, Ulrich Mühe, Sylvester Groth, Adriana Altaras, Stefan Kurt, Ulrich Noethen, Lambert Hamel, Udo Kroschwald, Torsten Michaelis, Axel Werner",Germany,"May 7, 2018",2007,91,Germany's most celebrated actor is commissioned by Nazi propagandist Joseph Goebbels to prepare the leader of the Third Reich to deliver a speech.,Comedies
+s4321,Movie,My Girl,Howard Zieff,"Dan Aykroyd, Jamie Lee Curtis, Macaulay Culkin, Anna Chlumsky, Richard Masur, Griffin Dunne, Ann Nelson, Peter Michael Goetz, Jane Hallaren, Anthony R. Jones",United States,"January 1, 2020",1991,102,This coming-of-age charmer follows a summer in the life of an 11-year-old girl who learns about love and loss as she grapples with profound changes.,Dramas
+s4322,Movie,My Happy Family,"Nana Ekvtimishvili, Simon Gross","Ia Shugliashvili, Merab Ninidze, Berta Khapava, Tsisia Qumsishvili, Giorgi Khurtsilava, Giorgi Tabidze, Goven Cheishvili, Dimitri Oragvelidze, Mariam Bokeria",Georgia,"December 1, 2017",2017,119,"A middle-aged wife and mother of two shocks her traditional, multigenerational Georgian household when she announces she's going to live by herself.",Dramas
+s4324,Movie,My Honor Was Loyalty,Alessandro Pepe,"Leone Frisa, Paolo Vaccarino, Francesco Migliore, Albrecht Weimer, Giulia Dichiaro, Alessandra Oriti Niosi, Andreas Segeritz",Italy,"March 1, 2017",2015,115,"Amid the chaos and horror of World War II, a committed German soldier fights a private battle with his own conscience.",Dramas
+s4325,Movie,My Horrible Grandma,Sameh Abdulaziz,"Shaimaa Abdelkader, Samiha Ayyoub, Fify El Sebaay, Emy Samir Ghanim, Mohamed Henedi, Bassem Samra",Egypt,"June 2, 2020",2012,100,"As a man fumbles to keep things in order, his assertive grandmother tries to straighten out his life when she returns to live with him.",Comedies
+s4328,Movie,My Life as a Zucchini,Claude Barras,"Gaspard Schlatter, Sixtine Murat, Paulin Jaccoud, Michel Vuillermoz, Raul Ribera, Estelle Hennard, Elliot Sanchez, Lou Wick, Brigitte Rosset, Natacha Koutchoumov, Monica Budde, Adrien Barazzone, Will Forte, Nick Offerman, Ellen Page, Amy Sedaris",Switzerland,"October 1, 2017",2016,68,"A 9-year-old boy finds his life upended when he's sent to live in an orphanage in this stop-motion animated tale of loss, friendship and young love.",Comedies
+s4331,Movie,My Little Pony Equestria Girls: Forgotten Friendship,Ishi Rudell,"Ashleigh Ball, Andrea Libman, Rebecca Shoichet, Tabitha St. Germain, Tara Strong, Nicole Oliver",United States,"October 1, 2018",2018,44,School yearbook editor Sunset Shimmer has suddenly been erased from the memories of her best friends and must find out how to fix this.,Children
+s4332,Movie,My Little Pony Equestria Girls: Friendship Games,"Ishi Rudell, Jayson Thiessen","Tara Strong, Rebecca Shoichet, Ashleigh Ball, Andrea Libman, Tabitha St. Germain, Cathy Weseluck, Iris Quinn, Nicole Oliver",United States,"December 1, 2015",2015,72,"Rainbow Dash, Applejack and friends compete against Crystal Prep Academy and their lead athlete, this world's Twilight Sparkle, in sporting events.",Children
+s4333,Movie,My Little Pony Equestria Girls: Legend of Everfree,Ishi Rudell,"Tara Strong, Rebecca Shoichet, Ashleigh Ball, Andrea Libman, Tabitha St. Germain, Cathy Weseluck, Enid-Raye Adams, Brian Doe, Nicole Oliver",United States,"October 1, 2016",2016,73,"The Equestria Girls, human teen counterparts to My Little Pony characters, head to Camp Everfree, where they need a little magic to help save summer.",Children
+s4334,Movie,My Little Pony Equestria Girls: Rainbow Rocks,"Jayson Thiessen, Ishi Rudell","Tara Strong, Ashleigh Ball, Andrea Libman, Tabitha St. Germain, Cathy Weseluck, Rebecca Shoichet, Maryke Hendrikse, Kazumi Evans, Diana Kaarina",United States,"December 17, 2014",2014,73,"Rainbow Dash, Applejack, Pinkie Pie, Rarity and Fluttershy plan to perform with their new band at the Canterlot High musical showcase.",Children
+s4335,Movie,My Little Pony Equestria Girls: Rollercoaster of Friendship,Ishi Rudell,"Ashleigh Ball, Andrea Libman, Rebecca Shoichet, Tabitha St. Germain, Tara Strong, Tegan Moss",United States,"October 1, 2018",2018,44,"Rarity gets a summer job at Equestria Land, making Applejack feel jealous. But when their friends start vanishing, they must work together to find them.",Children
+s4336,Movie,My Little Pony Friendship Is Magic: Best Gift Ever,"Denny Lu, Mike Myhre","Tara Strong, Andrea Libman, Ashleigh Ball, Cathy Weseluck, Tabitha St. Germain, John de Lancie, Sam Vincent, Garry Chalk",United States,"November 25, 2018",2018,44,"The ponies get in the spirit of the holidays by drawing names for a gift exchange, then race around Equestria in search of the perfect presents.",Children
+s4346,Movie,My Own Man,David Sampliner,David Sampliner,United States,"March 6, 2015",2015,82,"When a man discovers he will be the father to a boy, his fear and insecurities send him on an emotional, humorous quest for his own manhood.",Documentaries
+s4348,Movie,My Perfect Romance,Justin G. Dyck,"Kimberly-Sue Murray, Christopher Russell, Lauren Holly, Jodie Sweetin, Morgan Fairchild",Canada,"May 1, 2018",2018,92,"Just in time for Valentine's Day, a program developer pitches a revolutionary dating algorithm to her new CEO, who volunteers them as guinea pigs.",Comedies
+s4352,Movie,"My Schoolmate, the Barbarian","Siu-hung Chung, Wong Jing","Nicholas Tse, Stephen Fung, Joey Yung, Samuel Pang, Serena Po, Ken Chung, Hyper BB, Ka Ho Yu, Frankie Chi-Hung Ng, Lai Hing Chan",Hong Kong,"August 16, 2018",2001,90,"A brainy private school student is transferred to a far less elite institution, where he must fend off classmates who settle scores with fistfights.",Action
+s4353,Movie,My Scientology Movie,John Dower,Louis Theroux,United Kingdom,"July 13, 2017",2015,99,"After speaking with former Scientology members and being stonewalled by higher-ups, filmmaker Louis Theroux hires actors to re-create alleged events.",Documentaries
+s4356,Movie,My Sister's Keeper,Nick Cassavetes,"Cameron Diaz, Abigail Breslin, Alec Baldwin, Jason Patric, Sofia Vassilieva, Joan Cusack, Heather Wahlquist, Thomas Dekker, Evan Ellingson, David Thornton",United States,"September 1, 2019",2009,109,A former defense attorney finds herself back in court when she and her husband are sued for medical emancipation by their 11-year-old daughter.,Dramas
+s4357,Movie,My Sleeping Lover,Ahmad El-Badri,"Mai Ezz El-Din, Khaled Abol Naga, Hassan Hosny, Marwa Abdel Monem, Moustafa Haridy, Nahla Zaki, Ezzat Abou Aouf, Reda Hamed, Muhammad Qishta",Egypt,"May 19, 2020",2008,93,"After undergoing hypnosis, Ramez finally meets the woman of his dreams — but his vision of her appearance doesn't quite match up with reality.",Comedies
+s4358,Movie,My Step Dad: The Hippie,Meltem Bozoflu,"Onur Buldu, Mahir İpek, Derya Karadaş, Onur Attila, Meltem Yılmazkaya, Yasemin Conka, Burak Topaloglu, Sefik Taylan, Orkun Karagöz, Erdogan Aydin",Turkey,"October 9, 2020",2018,100,"When three adult siblings meet the offbeat man who their widowed mom fawns over, they take drastic actions to stop them from ever getting married.",Comedies
+s4359,Movie,My Stupid Boss,Upi Avianto,"Bunga Citra Lestari, Reza Rahadian, Alex Abbad, Bront Palarae, Chew Kin Wah, Atikah Suhaime, Iskandar Zulkarnain, Melissa Karim, Richard Oh, Ting Tan",Indonesia,"April 23, 2020",2016,107,"After moving to Kuala Lumpur, Diana lands a secretary job at an ironworks owned by her husband's old college friend, possibly the world's worst boss.",Comedies
+s4360,Movie,My Stupid Boss 2,Upi Avianto,"Reza Rahadian, Bunga Citra Lestari, Chew Kin Wah, Atikah Suhaime, Iedil Putra, Iskandar Zulkarnain, Alex Abbad, Melissa Karim",Indonesia,"April 23, 2020",2019,95,"Having driven away many of his employees, Bossman and three of his long-suffering workers try to find cheap labor in Vietnam but find trouble instead.",Comedies
+s4361,Movie,My Suicide,David Lee Miller,"Gabriel Sunday, David Carradine, Mariel Hemingway, Brooke Nevin, Nora Dunn, Michael Welch, Zachary Ray Sherman, Vanessa Lengies, Tony Hale, Joe Mantegna",United States,"October 1, 2018",2009,111,"After declaring that he's going to film himself committing suicide for a school project, Archie videotapes reactions from friends and family.",Comedies
+s4363,Movie,"My Teacher, My Obsession",Damián Romay,"Lucy Loken, Laura Bilgeri, Rusty Joiner, Alexandria Deberry, Dakota Bruton, Theresa Sutera, Vin Morreale Jr., Shelby Alicea, Tyler Joseph Campbell, Lestonja Diaz",United States,"September 10, 2018",2018,86,"When Riley changed schools, she didn't expect the girls to crush on her English teacher dad. And he didn't expect a disturbing infatuation.",Thrillers
+s4364,Movie,My Travel Buddy,Bedran Güzel,"Oguzhan Koç, İbrahim Büyükak, Emre Kınay, Aslı Bekiroğlu, Eda Ece, Bahar Sahin, Muharrem Bayrak, Toygan Avanoglu",Turkey,"February 15, 2019",2017,111,"Days before Eid, a salesman fired from his job drives to Ayvalık to meet his girlfriend's family, but the trip goes astray due to his zany travel buddy.",Comedies
+s4365,Movie,My True Friend,Atsajun Sattakovit,"Mario Maurer, Natcha Juntapan, Monchanok Saengchaipiangpen, Nawapaiboon Wuthinanon, Kamolned Ruengsri, Sirapop Daongern, Rakchawan Maroukasonti, Poom Rungsrithananon, Patsomtat Sudprasert, Ranee Campen",Thailand,"July 25, 2018",2012,108,A bullied student forms a bond with the leader of a youth gang and discovers the power and meaning of true friendship.,Action
+s4366,Movie,My Way,Antongiulio Panizzi,"Silvio Berlusconi, Alan Friedman",Italy,"November 8, 2016",2016,101,"Former Italian prime minister Silvio Berlusconi opens up about his life, including his sex scandals, corruption trials, and friendship with Putin.",Documentaries
+s4367,Movie,My Week with Marilyn,Simon Curtis,"Michelle Williams, Kenneth Branagh, Eddie Redmayne, Dominic Cooper, Philip Jackson, Derek Jacobi, Toby Jones, Michael Kitchen, Julia Ormond, Simon Russell Beale, Dougray Scott, Zoë Wanamaker, Emma Watson, Judi Dench",United Kingdom,"May 30, 2019",2011,99,"While filming a movie in England, Hollywood icon Marilyn Monroe slips away with a young Brit for a week of self-discovery and frivolity.",Dramas
+s4368,Movie,My Wife and I,Bunmi Ajakaiye,"Ramsey Nouah, Omoni Oboli, Dorcas Shola Fapson, Sambasa Nzeribe, Jemima Osunde, Dozie Onyiriuka, Rotimi Adelagan, Seyilaw",South Africa,"December 13, 2019",2017,100,"When a couple leaning toward divorce meets with a pastor for counseling, an unexpected development shakes up their marriage.",Comedies
+s4373,Movie,Mystic Pizza,Donald Petrie,"Annabeth Gish, Julia Roberts, Lili Taylor, Vincent D'Onofrio, William R. Moses, Adam Storke, Conchata Ferrell, Joanna Merlin, Porscha Radcliffe, John Fiore",United States,"January 1, 2021",1988,104,"In a small fishing town, three teenage girls from blue-collar families navigate life and love while working in a pizza parlor.",Comedies
+s4375,Movie,Mystic River,Clint Eastwood,"Sean Penn, Tim Robbins, Kevin Bacon, Laurence Fishburne, Marcia Gay Harden, Laura Linney, Kevin Chapman, Tom Guiry, Emmy Rossum, Spencer Treat Clark",United States,"September 1, 2019",2003,138,"Tragedy reunites childhood friends Sean, Dave and Jimmy when they're linked together in a murder investigation about Jimmy's teenage daughter.",Dramas
+s4377,Movie,Mythily Veendum Varunnu,Sabu Varghese,"Udhay, Kiran Raj, I.M. Vijayan, Sandhanam, Shivani Bhai, Sangeetha Balan",India,"August 1, 2018",2017,88,"After losing her father, a young woman moves to the city to earn money. When she finds a job at a mysterious bungalow, her worst nightmares come true.",Horror Movies
+s4379,TV Show,Myths & Monsters,Daniel Kontur,Nicholas Day,United Kingdom,"December 23, 2017",2017,1,This documentary series takes us to the mythic landscapes of Europe to explore some of most enduring legends produced by European culture.,British TV
+s4380,Movie,Naa Bangaaru Talli,Rajesh Touchriver,"Siddique, Anjali Patil, Lakshmi Menon, Nina Kurup, Rathna Shekar Reddy, Anoop Aravindan",India,"October 19, 2018",2013,122,"A father leading a dark double life and his daughter, who's eager to pursue her studies in Hyderabad, face the tragic consequences of sex trafficking.",Dramas
+s4381,Movie,Naam Shabana,Shivam Nair,"Tapsee Pannu, Akshay Kumar, Manoj Bajpayee, Prithviraj Sukumaran, Danny Denzongpa, Anupam Kher, Zakir Hussain, Virendra Saxenda",India,"August 28, 2018",2017,141,"A fiery young woman accepts help from a spy agency to avenge her lover's murder. In return, she must prove herself as one of their top recruits.",Action
+s4382,Movie,Naan Sigappu Manithan,Thiru,"Vishal, Lakshmi Menon, Saranya Ponvannan, Jayaprakash, Sunder Ramu, Jagan, Iniya, Chetan Cheenu",India,"October 1, 2018",2014,147,"After his sleeping disorder hinders him from protecting his girlfriend, a man sets out to take revenge on the thugs who attacked her.",Action
+s4383,Movie,Nacho Libre,Jared Hess,"Jack Black, Ana de la Reguera, Héctor Jiménez, Darius Rose, Moises Arias, Diego Eduardo Gomez, Carlos Maycotte, Richard Montoya, Cesar Gonzalez, Rafael Montalvo",United States,"November 1, 2019",2006,92,"When Ignacio learns of an orphanage's financial woes, he pitches in to help – by disguising himself and joining the professional wrestling circuit.",Comedies
+s4393,Movie,Nails,Dennis Bartok,"Leah McNamara, Shauna Macdonald, Steve Wall, Ross Noble, Charlotte Bradley, Richard Foster-King, Dennis Bartok, Robert O'Mahoney, Muireann D'Arcy",Ireland,"March 10, 2018",2017,85,"Recently paralyzed in a devastating car accident, Dana begins to suspect a dark and sinister force may be lurking within her hospital room.",Horror Movies
+s4394,Movie,Naked,Michael Tiddes,"Marlon Wayans, Regina Hall, Dennis Haysbert, Loretta Devine, Eliza Coupe, Scott Foley, J.T. Jackson, Brian McKnight, Cory Hardrict, Neil Brown Jr., David Sheridan, Minka Kelly",United States,"August 11, 2017",2017,97,"Rob's madly in love and about to be married. Unfortunately, he's also naked, stuck in an elevator and caught in a time loop.",Comedies
+s4396,Movie,Namak Halaal,Prakash Mehra,"Amitabh Bachchan, Shashi Kapoor, Parveen Babi, Smita Patil, Waheeda Rehman, Om Prakash, Ranjeet, Satyendra Kapoor",India,"December 31, 2019",1982,171,"While loyally defending his boss from mobsters trying to kill him, a naive, hotel bellboy discovers the family he never knew he had.",Action
+s4397,Movie,Namastey London,Vipul Amrutlal Shah,"Akshay Kumar, Katrina Kaif, Rishi Kapoor, Upen Patel, Javed Sheikh, Nina Wadia, Clive Standen, Tiffany Mulheron",India,"July 1, 2018",2007,130,"To her Indian parents' dismay, London-born Jasmeet ""Jazz"" Malhotra longs for everything Western, including her British boyfriend. On a family trip to India, her father arranges Jazz's nuptials to Arjun Ballu Singh, who's smitten with his new bride.",Comedies
+s4398,Movie,Namour,Heidi Saman,"Karim Saleh, Waleed Zuaiter, Nicole Haddad, Mona Hala, Wedad Abdel Aziz Abdou, Lavrenti Lopes, Jessica Lu, Amin El Gamal, Melina Lizette, Tom Lenk, Terry Walters",United States,"March 15, 2017",2016,80,"Aimless valet driver Steven Bassem can't find the motivation to get a better job, even when his fractious immigrant family starts falling apart.",Dramas
+s4399,Movie,Nang Nak,Nonzee Nimibutr,"Inthira Charoenpura, Winai Kraibutr",Thailand,"January 5, 2019",1999,101,"In this adaptation of a Thai folk tale, a man returns from war to his family, unaware of a sad secret about what happened to them while he was away.",Horror Movies
+s4400,Movie,Naomi and Ely's No Kiss List,Kristin Hanggi,"Victoria Justice, Pierson Fode, Matthew Daddario, Ryan Ward, Griffin Newman, Monique Coleman, Danny Flaherty",United States,"November 18, 2015",2015,91,"Naomi and her gay best friend, Ely, have been inseparable since childhood, but their bond faces its biggest test yet when they fall for the same guy.",Comedies
+s4401,Movie,Nappily Ever After,Haifaa Al-Mansour,"Sanaa Lathan, Ricky Whittle, Lynn Whitfield, Lyriq Bent, Ernie Hudson",United States,"March 7, 2019",2018,99,"When a perfectionist ad exec experiences a romantic setback, she embarks on a journey of self-discovery that begins with a dramatic hair makeover.",Comedies
+s4405,TV Show,Naruto,Hayato Date,"Junko Takeuchi, Chie Nakamura, Noriaki Sugiyama, Kazuhiko Inoue, Toshihiko Seki, Hidekatsu Shibata, Masako Katsuki, Nana Mizuki",Japan,"September 1, 2019",2006,9,"Guided by the spirit demon within him, orphaned Naruto learns to harness his powers as a ninja in this anime adventure series.",Anime Series
+s4406,Movie,Naruto Shippûden the Movie: Bonds,Hajime Kamegaki,"Junko Takeuchi, Noriaki Sugiyama, Chie Nakamura, Kazuhiko Inoue, Satoshi Hino, Shinji Kawada, Nana Mizuki, Showtaro Morikubo, Rikiya Koyama, Motoko Kumai, Unsho Ishizuka",Japan,"October 15, 2016",2008,93,"When strange ninjas ambush the village of Konohagakure, it's up to adolescent ninja Naruto and his long-missing pal, Sasuke, to save the planet.",Action
+s4407,Movie,Naruto Shippûden the Movie: The Will of Fire,Masahiko Murata,"Junko Takeuchi, Kazuhiko Inoue, Chie Nakamura, Satoshi Hino, Showtaro Morikubo, Kentarô Itô, Ryoka Yuzuki, Kosuke Toriumi, Nana Mizuki, Shinji Kawada, Yoichi Masukawa, Koichi Tochika, Yukari Tamura",Japan,"September 1, 2017",2009,96,"When four out of five ninja villages are destroyed, the leader of the one spared tries to find the true culprit and protect his land.",Action
+s4408,Movie,Naruto Shippuden : Blood Prison,Masahiko Murata,"Junko Takeuchi, Chie Nakamura, Rikiya Koyama, Kazuhiko Inoue, Masaki Terasoma, Mie Sonozaki, Yuichi Nakamura, Kengo Kawanishi, Kosei Hirota, Masako Katsuki",Japan,"September 1, 2017",2011,102,"Mistakenly accused of an attack on the Fourth Raikage, ninja Naruto is imprisoned in the impenetrable Hozuki Castle and his powers are sealed.",Action
+s4409,Movie,Naruto Shippuden: The Movie,Hajime Kamegaki,"Junko Takeuchi, Chie Nakamura, Yoichi Masukawa, Kôichi Tôchika, Masako Katsuki, Keiko Nemoto, Kazuhiko Inoue, Masashi Ebara, Showtaro Morikubo, Romi Park, Ayumi Fujimura, Fumiko Orikasa",Japan,"October 15, 2016",2007,95,"The adventures of adolescent ninja Naruto Uzumaki continue as he's tasked with protecting a priestess from a demon – but to do so, he must die.",Action
+s4410,Movie,Naruto Shippuden: The Movie: The Lost Tower,Masahiko Murata,"Junko Takeuchi, Chie Nakamura, Rikiya Koyama, Satoshi Hino, Toshiyuki Morikawa, Mutsumi Tamura, Mayuki Makiguchi, Kenji Hamada, Nobuaki Fukuda, Saori Hayami",Japan,"September 1, 2017",2010,85,"When Naruto is sent to recover a missing nin, the rogue manages to send him 20 years into the past, where he unites with his father to battle evil.",Action
+s4411,Movie,Naruto the Movie 2: Legend of the Stone of Gelel,Hirotsugu Kawasaki,"Junko Takeuchi, Showtaro Morikubo, Chie Nakamura, Gaamon Kai, Takako Honda, Akira Ishida, Yasuyuki Kase, Noriaki Sugiyama, Kazuhiko Inoue",Japan,"September 1, 2017",2005,97,"While on a mission to return a missing pet, Naruto and two fellow ninjas are ambushed by brutal knights led by the enigmatic Temujin.",Action
+s4412,Movie,Naruto the Movie 3: Guardians of the Crescent Moon Kingdom,Toshiyuki Tsuru,"Junko Takeuchi, Chie Nakamura, Yoichi Masukawa, Kazuhiko Inoue, Akio Otsuka, Kyousuke Ikeda, Naya Rokurô, Marika Hayashi, Hisao Egawa, Kenji Hamada, Haruhi Nanao",Japan,"September 1, 2017",2006,95,"Exuberant ninja Naruto teams up with his pals Sakura and Kakashi to escort Prince Michiru and his son, Hikaru, to the Crescent Moon kingdom.",Action
+s4413,Movie,Naruto the Movie: Ninja Clash in the Land of Snow,Tensai Okamura,"Yuri Lowenthal, Maile Flanagan, Sam Regal, Cam Clarke, Lex Lang, Kari Wahlgren, Crispin Freeman",Japan,"September 1, 2017",2004,83,"Naruto, Sasuke and Sakura learn they'll be protecting an actress from being hurt while making her next film, but it turns out she's a princess.",Action
+s4414,Movie,Nasha,Amit Saxena,"Shivam Patil, Poonam Pandey, Sheetal Singh, Vishal Bhosle, Rohan Khurana, Ranbir Chakma, Raj Kesaria, Chirag Lobo",India,"October 1, 2018",2013,115,"A teenage boy becomes smitten with his new drama teacher and pursues her, despite the perilous risks of being found out.",Dramas
+s4415,Movie,Nasha Natasha,Martín Sastre,Natalia Oreiro,Uruguay,"August 6, 2020",2020,72,Concert and behind-the-scenes footage capture life on tour for Uruguayan sensation Natalia Oreiro as she performs for packed crowds throughout Russia.,Documentaries
+s4416,Movie,Natalia Valdebenito: El especial,"Raúl Campos, Jan Suter",Natalia Valdebenito,Chile,"March 2, 2018",2018,69,"A Chilean comedian fuses activism with irreverence for a stand-up set filled with jokes about misogyny, reproductive rights and respecting women.",Stand-Up
+s4417,Movie,Natalia Valdebenito: Gritona,Natalia Valdebenito,Natalia Valdebenito,United States,"November 10, 2017",2017,76,"Chile's Natalia Valdebenito hits Santiago's Teatro Caupolicán with a one-woman show steeped in irony, a dash of improv and her own personal style.",Stand-Up
+s4418,Movie,Natalie Palamides: Nate - A One Man Show,Phil Burgers,Natalie Palamides,United States,"December 1, 2020",2020,60,"Tough talk takes a soft turn as Nate, played by comedian Natalie Palamides, explores humor, heartbreak, sexuality and consent — with a live audience.",Comedies
+s4420,Movie,Nate Bargatze: The Tennessee Kid,Ryan Polito,Nate Bargatze,United States,"March 26, 2019",2019,61,"Comic Nate Bargatze touches on air travel, cheap weddings, college football, chocolate milk and the perils of ordering coffee in this stand-up special.",Stand-Up
+s4421,Movie,Nathicharami,Mansore,"Sruthi Hariharan, Sanchari Vijay, Sharanya, Balaji Manohar, Greeshma Sridhar, Harshil Koushik, Shaanthala, Gopalkrishna Deshpande",India,"January 28, 2019",2018,114,"Reeling from the loss of her husband, a widow struggles to fulfill her physical and emotional desires despite social taboos around female sexuality.",Dramas
+s4424,Movie,National Parks Adventure,Greg MacGillivray,Robert Redford,United States,"February 1, 2018",2016,42,"Narrated by Robert Redford, this documentary tours the awe-inspiring landscapes, historic sites and untamed wilderness of America's great parks.",Documentaries
+s4425,Movie,National Treasure,Jon Turteltaub,"Nicolas Cage, Diane Kruger, Justin Bartha, Sean Bean, Jon Voight, Harvey Keitel, Christopher Plummer",United States,"June 1, 2018",2004,131,"Modern treasure hunters search for a chest of riches rumored to have been stashed away by George Washington, Thomas Jefferson and Benjamin Franklin.",Action
+s4426,Movie,Natsamrat - Asa Nat Hone Nahi,Mahesh Manjrekar,"Nana Patekar, Medha Manjrekar, Mrinmayee Deshpande, Sunil Barve, Vikram Gokhale, Neha Pendse",India,"June 1, 2018",2016,165,"A veteran Shakespearean actor steps off the stage and into the painful tragedy of old age, facing ungrateful family and his fleeting legacy.",Dramas
+s4427,Movie,Natural Born Pranksters,"Roman Atwood, Ben Pluimer","Roman Atwood, Vitaly Zdorovetskiy, Dennis Roady",United States,"September 15, 2016",2016,91,"The biggest pranksters on YouTube – VitalyzdTV, Dennis Roady and Roman Atwood – turn Hollywood into ""Prankwood"" with their most over-the-top stunts.",Comedies
+s4428,Movie,Natural Selection,Chad L. Scheifele,"Mason Dye, Ryan Munzert, Anthony Michael Hall, Amy Carlson, Katherine McNamara, Tyler Elliot Burke, Esther Zynn, Ryan Boudreau",United States,"December 1, 2016",2015,101,"As the new kid, a shy high school senior finds himself tormented by all his peers except one. But his new friend has a dark, infectious outlook.",Dramas
+s4436,Movie,Naughty Jatts,Pankaj Batra,"Neeru Bajwa, Binnu Dhillon, Arya Babbar, Roshan Prince, B.N. Sharma, Karamjit Anmol, Harby Sangha",India,"October 1, 2018",2013,121,"When three different boys propose to a lively, strictly reared girl who yearns to be a performer, she agrees to marry the winner of a singing contest.",Comedies
+s4440,Movie,Ne Zha,Yu Yang,"Lü Yanting, Joseph, Han Mo, Chen Hao, Lü Qi, Zhang Jiaming, Yang Wei",China,"May 25, 2020",2019,110,"Bound by a divine mandate, rebellious outcast Ne Zha grapples with his formidable powers and a destiny that would imperil his loved ones.",Action
+s4441,Movie,Neal Brennan: 3 Mics,Neal Brennan,Neal Brennan,United States,"January 17, 2017",2017,66,"Wicked one-liners and soul-baring confessions converge in this uniquely intimate stand-up special from ""Chappelle's Show"" co-creator Neal Brennan.",Stand-Up
+s4443,Movie,Needhi Singh,Jaivi Dhanda,"Kulraj Randhawa, Nirmal Rishi, Ashish Duggal, Aman Sutdhar, Dally Daljit, Seema Kaushal, Shubh Ghumman, Karan Tiwana",India,"October 1, 2018",2016,103,"When her friend’s rapist evades punishment from the law, a determined young woman takes revenge into her own hands in this story based on real events.",Action
+s4444,Movie,Neevevaro,Hari Nath,"Aadhi, Tapsee Pannu, Ritika Singh, Vennela Kishore, Sapthagiri",India,"February 15, 2019",2018,132,"When a blind chef’s girlfriend goes missing, his unnerving search for her leads him to find there's more to her disappearance than what meets the eye.",Dramas
+s4447,Movie,Neruda,Pablo Larraín,"Luis Gnecco, Gael García Bernal, Mercedes Morán, Emilio Gutiérrez Caba, Diego Muñoz, Alejandro Goic, Pablo Derqui, Marcelo Alonso",Chile,"June 26, 2017",2016,108,"When a Chilean policeman vows to find and capture leftist poet Pablo Neruda, a game of cat and mouse ensues that tests both their wills.",Dramas
+s4448,Movie,Neseli Hayat,Yılmaz Erdoğan,"Yılmaz Erdoğan, Ersin Korkut, Büşra Pekin, Erdal Tosun, Rıza Akın, Sinan Bengier, Cezmi Baskın, Ayberk Atilla, Fatma Murat, Metin Yıldız",Turkey,"April 28, 2020",2009,108,"Burdened by troubles and caught between cultures, Riza takes a job as a mall Santa and finds that real life may not be so different from make-believe.",Comedies
+s4451,Movie,Never Heard,Josh Webber,"Romeo Miller, David Banner, Robin Givens, Karrueche Tran, Dijon Talton, Dorien Wilson, Karen Abercrombie, Kandi Burruss, Brian White, Jackie Long",United States,"February 15, 2019",2018,89,"As his father sits behind bars, a young man is lured into Los Angeles' merciless drug world and forced to choose between God and gang life.",Dramas
+s4453,Movie,New Money,Tope Oshin,"Jemima Osunde, Blossom Chukwujekwu, Kate Henshaw-Nuttal, Dakore Akande, Wale Ojo, Wofai Fada, Osas Ighodaro Ajibade, Falz, Daniel Effiong, Adeolu Adefarasin",Nigeria,"April 14, 2020",2018,107,An aspiring fashion designer's life is transformed after she discovers she’s the heiress of a billion-dollar empire left by her estranged father.,Dramas
+s4454,Movie,New York Minute,Dennie Gordon,"Mary-Kate Olsen, Ashley Olsen, Eugene Levy, Andy Richter, Riley Smith, Jared Padalecki, Drew Pinsky, Darrell Hammond, Andrea Martin, Alannah Ong, Mary Bond Davis, Bob Saget, Jack Osbourne",United States,"January 1, 2020",2004,91,"When bickering teenage twins accidentally land in the middle of a criminal operation, they'll have to work together to get themselves out of trouble.",Children
+s4455,Movie,Newness,Drake Doremus,"Nicholas Hoult, Laia Costa, Danny Huston, Courtney Eaton, Matthew Gray Gubler, Albert Hammond Jr.",United States,"February 1, 2018",2017,117,"Martin and Gabi try to form a relationship after meeting through a hookup app, but when boredom creeps in, they seek out an unconventional solution.",Dramas
+s4457,Movie,Next,Lee Tamahori,"Nicolas Cage, Julianne Moore, Jessica Biel, Thomas Kretschmann, Tory Kittles, José Zúñiga, Jim Beaver, Jason Butler Harner, Michael Trucco, Enzo Cilenti",United States,"July 1, 2019",2007,96,Las Vegas magician Cris can see a few minutes into the future and an FBI agent wants his help thwarting a nuclear attack.,Action
+s4458,Movie,Next Enti?,Kunal Kohli,"Navdeep, Larissa Bonesi, Sarathbabu, Tamannaah Bhatia, Sundeep Kishan, Poonam Kaur",India,"January 9, 2019",2018,117,"Clashing views on intimacy lead a couple to go their separate ways to reflect on commitment and companionship, before suddenly crossing paths again.",Comedies
+s4459,Movie,Next Gen,"Kevin R. Adams, Joe Ksander","John Krasinski, Charlyne Yi, Jason Sudeikis, Michael Peña, David Cross, Constance Wu",China,"September 7, 2018",2018,106,"When lonely Mai forms an unlikely bond with a top-secret robot, they embark on an intense, action-packed adventure to foil the plot of a vicious villain.",Children
+s4461,Movie,Nibunan,Arun Vaidyanathan,"Arjun, Prasanna, Varalakshmi Sarathkumar, Sruthi Hariharan, Vaibhav Reddy, Suman, Suhasini, Krishna Sekhar",India,"May 1, 2018",2017,124,"With numbers written on a doll as their only clue, three officers of the law track down a psychotic killer, unearthing dark secrets along the way.",Action
+s4463,Movie,Nigerian Prince,Faraday Okoro,"Antonio Bell, Chinaza Uche, Tina Mba, Bimbo Manuel, Toyin Oshinaike, Craig Stott, Ebbe Bassey, Cristabel Goddy, Omar Maskati, Russell G. Jones, Dean Cameron",United States,"August 14, 2020",2018,104,"When a stubborn American teenager is sent to Nigeria by his mother, his cousin's scamming business becomes a viable option for securing a return flight.",Dramas
+s4464,Movie,Night Comes On,Jordana Spiro,"Dominique Fishback, Tatum Marilyn Hall, Nastashia Fuller, Angel Bismark Curiel, John Earl Jelks, Max Casella, James McDaniel, Cymbal Byrd",United States,"August 27, 2020",2018,87,A teen fresh out of juvenile detention tries to rescue her sister from foster care in order to exact revenge on their father for their mother's murder.,Dramas
+s4465,Movie,Night Moves,Kelly Reichardt,"Jesse Eisenberg, Dakota Fanning, Peter Sarsgaard, Alia Shawkat, Logan Miller, Kai Lennox, Katherine Waterston, James Le Gros",United States,"June 30, 2019",2013,113,A pair of young environmentalists enlist the help of an ex-military explosives expert to carry out a dangerous act of eco-terrorism.,Dramas
+s4466,Movie,Night of Knots,Hakan Algül,"Şahin Irmak, İrem Sak, Gonca Vuslateri, Emre Karayel, Duygu Yetiş, Onur Buldu, Salih Kalyon, Bilge Şen, Nilgün Belgün, Hakan Akın",Turkey,"September 10, 2020",2018,93,Two exes run into each other at a wedding hall and realize they still harbor romantic feelings. The one problem? They just got married to other people.,Comedies
+s4470,Movie,Nightcrawler,Dan Gilroy,"Jake Gyllenhaal, Rene Russo, Riz Ahmed, Bill Paxton, Kevin Rahm, Michael Hyatt, Ann Cusack, Marco Rodriguez, Michael Papajohn, Kent Shocknek, James Huang",United States,"August 10, 2020",2014,118,A young hustler finds success trolling the streets of Los Angeles to film disasters and death. But the darkness he captures starts to take hold of him.,Dramas
+s4474,Movie,Nights in Rodanthe,George C. Wolfe,"Richard Gere, Diane Lane, Christopher Meloni, Viola Davis, Becky Ann Baker, Scott Glenn, Linda Molloy, Pablo Schreiber, Mae Whitman, Charlie Tahan",United States,"July 1, 2019",2008,97,"When a hurricane hits a coastal North Carolina inn and strands the only guest, surgeon Paul Flanner, a young woman's life changes forever.",Dramas
+s4475,Movie,Nikki Glaser: Bangin’,Nicholaus Goossen,Nikki Glaser,United States,"October 1, 2019",2019,64,"Nikki Glaser bares all in a blistering stand-up special about sex, sobriety and getting over her own insecurities. And she won't spare you the details.",Stand-Up
+s4476,Movie,Nila,Selvamani Selvaraj,"Sruthi Hariharan, Vicky R",India,"March 1, 2017",2016,94,"When a cabbie chances upon his childhood sweetheart, he tries to rekindle old feelings but finds that mature love is a more complicated matter.",Dramas
+s4477,Movie,Nimbe,Tope Alake,"Odunlade Adekola, Chimezie Imo, Sani Danja, Rachael Okonkwo, Broda Shaggi, Toyin Abraham, Kelechi Udegbe, Doyin Abiola, Molawa Davis",Nigeria,"July 24, 2020",2019,115,A bullied teenager gravitates toward the acceptance he finds in a street gang but soon ends up involved in a world of drug abuse and organized crime.,Dramas
+s4478,Movie,Ninja Assassin,James McTeigue,"Rain, Naomie Harris, Ben Miles, Rick Yune, Shô Kosugi, Sung Kang, Richard van Weyden, Thorston Manderlay, Wladimir Tarasjanz, Eleonore Weisgerber",Germany,"February 1, 2019",2009,99,"When his best friend is murdered by the shadowy Ozunu clan, Raizo, an orphan raised to be an assassin, vows revenge.",Action
+s4481,Movie,NiNoKuni,Yoshiyuki Momose,"Kento Yamazaki, Mackenyu, Mei Nagano, Mamoru Miyano, Maaya Sakamoto, Yuki Kaji, Kenjiro Tsuda, Koichi Yamadera, Masatoh Ibu, Tsuyoshi Muro",Japan,"January 16, 2020",2019,107,Two average teens go on a magical quest to save the life of their friend and her counterpart from another world. But love complicates their journey.,Action
+s4483,Movie,Niyazi Gül Dörtnala,Hakan Algül,"Ata Demirer, Demet Akbağ, Şebnem Bozoklu, Levent Ülgen",Turkey,"March 10, 2017",2015,102,"Seeking the formula behind a magical elixir bequeathed to him by his father, a veterinary professor gets embroiled in a mobster's horse-racing scheme.",Comedies
+s4484,Movie,Njan Prakashan,Sathyan Anthikad,"Fahadh Faasil, Sreenivasan, Nikhila Vimal, Devika Sanjay, Anju Kurian, K.P.A.C. Lalitha",India,"April 26, 2019",2018,125,"Yearning for a lavish life abroad, an entitled, lazy sexist crafts a scam to ditch his thankless nursing job and find a wealthy spouse to secure a visa.",Comedies
+s4485,Movie,No Direction Home: Bob Dylan,Martin Scorsese,"Bob Dylan, Joan Baez, Dave Van Ronk, Peter Yarrow, Allen Ginsberg, Pete Seeger, Maria Muldaur, Mavis Staples, Al Kooper, Tony Glover",United Kingdom,"April 25, 2020",2005,208,"Featuring rare concert footage and interviews with legendary musicians, this documentary traces Bob Dylan's life story and extraordinary career.",Documentaries
+s4486,Movie,No Entry,Anees Bazmee,"Anil Kapoor, Salman Khan, Fardeen Khan, Bipasha Basu, Lara Dutta, Esha Deol, Celina Jaitly, Boman Irani",India,"March 1, 2018",2005,161,"After a prank goes sideways, three buddies find their relationships  – with women and each other – tested in unexpected ways.",Comedies
+s4487,Movie,No Estoy Loca,Nicolás López,"Paz Bascuñán, Marcial Tagle, Antonia Zegers, Carolina Paulsen, Gabriela Hernandez, Fernanda Urrejola, Luis Pablo Román, Loreto Aravena, Ariel Levy, Ignacia Allamand, Ramón Llao",Chile,"May 4, 2018",2018,116,A woman enters a quirky mental health clinic after attempting suicide upon finding out her husband is having an affair with her best friend.,Comedies
+s4489,Movie,No Game No Life: Zero,Atsuko Ishizuka,"Yoshitsugu Matsuoka, Ai Kayano, Yoko Hikasa, Yukari Tamura, Yuka Iguchi, Mamiko Noto, Miyuki Sawashiro, Rie Kugimiya, Toru Okawa, Kazuyuki Okitsu, Junichi Suwabe, Lynn, Yui Horie, Nanako Mori, Ryota Takeuchi",Japan,"December 6, 2019",2017,106,"In ancient Disboard, a young warrior befriends an ex machina and embarks on a harrowing mission to stop a global war and save humanity from extinction.",Action
+s4491,Movie,No Longer kids,Samir Al Asfory,"Said Saleh, Hassan Moustafa, Ahmed Zaki, Younes Shalabi, Nadia Shukri, Karima Mokhtar",Egypt,"May 21, 2020",1979,237,"Hoping to prevent their father from skipping town with his mistress, four rowdy siblings resort to absurd measures to stop him.",Comedies
+s4492,Movie,No One Killed Jessica,Raj Kumar Gupta,"Rani Mukerji, Vidya Balan, Myra Karn, Neil Bhoopalam, Rajesh Sharma, Mohammed Zeeshan Ayyub, Bubbles Sabharwal, Satyadeep Misra, Yogendra Tikku, Geeta Sudan",India,"November 1, 2018",2011,131,This thriller tells the true story of model Jessica Lall – who was shot dead in a restaurant – and the campaign to bring her killer to justice.,Dramas
+s4493,Movie,No One Will Ever Know,Jesús Torres Torres,"Adriana Paz, Jorge A. Jiménez, David Medel, Arcelia Ramírez, Luciano Marti, Joanna Larequi, Claudia Santiago, Paul Choza, Gabriel Casanova, Alisson Santiago, Manuel Ojeda, Ofelia Medina, Silvia Pasquel",Mexico,"August 5, 2019",2017,102,A mother and young son escape into their own imaginations to ignore the reality of their lives in rural Mexico.,Dramas
+s4494,Movie,No Other Woman,Ruel S. Bayani,"Anne Curtis, Derek Ramsay, Cristine Reyes, Tirso Cruz III, Carmi Martin, John Arcilla, Marlann Flores, Ron Morales, Kat Alano",Philippines,"March 4, 2019",2011,103,"A happily married man gives in to temptation when a wealthy client pursues him, setting off a torrid love triangle.",Dramas
+s4495,Movie,No Reservations,Scott Hicks,"Catherine Zeta-Jones, Aaron Eckhart, Abigail Breslin, Patricia Clarkson, Jenny Wade, Bob Balaban, Brían F. O'Byrne, Lily Rabe",United States,"October 1, 2019",2007,104,"Kate, an uptight chef, finds her life turned upside down when her sister dies in a car accident and she becomes her niece's sole guardian.",Comedies
+s4499,Movie,Noblemen,Vandana Kataria,"Ali Haji, Kunal Kapoor, Muskkaan Jaferi, Hardik Thakkar, Ali Mir, Shaan Grover, M.K. Raina, Ivan Rodrigues",India,"October 5, 2019",2019,109,"When he lands the lead in his Christian school's production of ""The Merchant of Venice,"" a secretly gay student is bullied by wealthy upperclassmen.",Dramas
+s4500,Movie,Nobody Knows I'm Here,Gaspar Antillo,"Jorge García, Millaray Lobos, Luis Gnecco, Alejandro Goic, Gastón Pauls, Eduardo Paxeco",Chile,"June 24, 2020",2020,92,"A former child singer, traumatized by his experiences, becomes a recluse, nurturing his hurt until a woman comes into his life and really hears him.",Dramas
+s4501,Movie,Nobody Sleeps in the Woods Tonight,Bartosz M. Kowalski,"Julia Wieniawa-Narkiewicz, Michał Lupa, Wiktoria Gąsiewska, Stanisław Cywka, Sebastian Dela, Gabriela Muskała, Michał Zbroja, Mirosław Zbrojewicz, Piotr Cyrwus, Olaf Lubaszenko, Wojciech Mecwaldowski",Poland,"October 28, 2020",2020,103,"Addicted to technology, a group of teens attends a rehabilitation camp in the forest, but a sinister force there intends to take them offline forever.",Horror Movies
+s4504,Movie,Nocturnal Animals,Tom Ford,"Amy Adams, Jake Gyllenhaal, Michael Shannon, Aaron Taylor-Johnson, Isla Fisher, Ellie Bamber, Armie Hammer, Karl Glusman, Laura Linney, Michael Sheen, Andrea Riseborough",United States,"December 16, 2020",2016,117,"Reading her ex-husband's violent novel manuscript destabilizes gallery owner Susan's life, upending her present while digging up their past.",Dramas
+s4507,Movie,"Norm Macdonald: Hitler's Dog, Gossip & Trickery",Liz Plonka,Norm MacDonald,United States,"May 9, 2017",2017,61,"In this new stand-up special, Norm Macdonald delivers sly, deadpan observations from an older – and perhaps even wiser – point of view.",Stand-Up
+s4508,Movie,Norm of the North: Family Vacation,Anthony Bell,"Andrew Toth, Lisa Durupt, Jonathan Holmes, Paul Dobson, Cole Howard, Brian Drummond, Jennifer Cameron",United States,"May 25, 2020",2020,89,"Stressed by his duties as king and father, Norm must secretly find his stolen crown while taking his family on a much-needed vacation.",Children
+s4509,Movie,Norm of the North: Keys to the Kingdom,Tim Maltby,"Andrew Toth, Cole Howard, Maya Kay, Jennifer Cameron, Alan Marriott, Lee Tockar, Brian Drummond",India,"August 21, 2020",2019,92,"When Norm the polar bear is framed for a crime he didn’t commit, his friends step up to help him clear his name.",Children
+s4510,Movie,Norm of the North: King Sized Adventure,"Richard Finn, Tim Maltby","Alan Marriott, Andrew Toth, Brian Dobson, Cole Howard, Jennifer Cameron, Jonathan Holmes, Lee Tockar, Lisa Durupt, Maya Kay, Michael Dobson",United States,"September 9, 2019",2019,90,"Before planning an awesome wedding for his grandfather, a polar bear king must take back a stolen artifact from an evil archaeologist first.",Children
+s4511,Movie,Norman Lear: Just Another Version of You,"Heidi Ewing, Rachel Grady","Norman Lear, George Clooney, Bill Moyers, John Amos, Russell Simmons, Louise Lasser, Rob Reiner, Jon Stewart, Amy Poehler",United States,"November 1, 2016",2016,91,"This documentary turns the spotlight on the man behind the iconic ""All in the Family,"" with comments from friends, family and famous collaborators.",Documentaries
+s4516,Movie,Notes for My Son,Carlos Sorín,"Valeria Bertuccelli, Esteban Lamothe, Julián Sorín, Mauricio Dayub, Malena Pichot, Catarina Spinetta, Carla Quevedo, Anita Pauls, Mónica Antonópulos, Paola Barrientos, Ana Katz, Romina Richi, Diego Gentile, Beatriz Spelzini, Diego Reinhold",Argentina,"November 24, 2020",2020,84,"Battling terminal cancer, a woman writes a one of a kind notebook about life, death and love for her son to remember her by. Based on a true story.",Dramas
+s4517,Movie,Notes on Blindness,"Peter Middleton, James Spinney","Dan Renton Skinner, Simone Kirby",United Kingdom,"March 15, 2017",2016,87,"Based on the audio diaries of academic and theologian John Hull, this film offers an impressionistic re-creation of his slow descent into blindness.",Documentaries
+s4518,Movie,Nothing to Hide,Fred Cavayé,"Bérénice Bejo, Suzanne Clément, Stéphane De Groodt, Vincent Elbaz, Grégory Gadebois, Doria Tillier, Roschdy Zem, Fleur Fitoussi",France,"November 16, 2018",2018,94,"To spice up a dinner party, old friends agree to share every private message that pops up on their phones – with disastrous results.",Comedies
+s4519,Movie,Nothing to Lose,Alexandre Avancini,"Petrônio Gontijo, Day Mesquita, Beth Goulart, Dalton Vigh, Eduardo Galvão, André Gonçalves, Marcello Airoldi",Brazil,"July 20, 2018",2018,133,This biographical drama traces the rise to fame of controversial Brazilian evangelical leader and business titan Edir Macedo.,Dramas
+s4520,Movie,Nothing to Lose 2,Alexandre Avancini,"Petrônio Gontijo, Day Mesquita, Beth Goulart, Dalton Vigh, Eduardo Galvão, César Mello, Leonardo Franco, Raphael Viana, Otávio Martins",Brazil,"December 7, 2019",2019,97,"As controversy surrounds the evangelical church he helped found, Edir Macedo must juggle betrayals, politics and personal loss in this biopic sequel.",Dramas
+s4522,Movie,NOVA: Black Hole Apocalypse,Rushmore DeNooyer,Janna Levin,United States,"July 1, 2019",2018,113,"Astrophysicists show how black holes might hold answers to how the universe evolved, leading to life on Earth and, ultimately, the human race.",Documentaries
+s4523,Movie,NOVA: Building Chernobyl's MegaTomb,Martin Gorst,Eric Meyers,United States,"July 1, 2019",2017,53,"Thirty years after Chernobyl’s nuclear disaster, engineers race against time to complete a new dome to contain the reactor’s lethal radiation.",Documentaries
+s4524,Movie,NOVA: Chinese Chariot Revealed,Giulia Clark,Eric Meyers,United States,"July 1, 2019",2017,54,"The chariot dominated Chinese warfare for millennia. Now, a team of experts is building their own and unlocking its many secrets.",Documentaries
+s4525,Movie,NOVA: Day the Dinosaurs Died,Sarah Holt,Craig Sechler,United States,"July 1, 2019",2017,53,"Drilling into the impact crater of the asteroid that wiped out the dinosaurs, a group of scientists unearths new evidence about the catastrophic event.",Documentaries
+s4526,Movie,NOVA: Death Dive to Saturn,Terri Randall,Craig Sechler,United States,"July 1, 2019",2017,54,"After decades of amazing discoveries, spacecraft Cassini embarks on its final – and most daring – mission: a dive below Saturn’s rings.",Documentaries
+s4527,Movie,NOVA: Decoding the Weather Machine,Doug Hamilton,Jay O. Sanders,United States,"July 1, 2019",2018,113,"Scientists investigate Earth’s climate machine, looking for clues across the globe, from Greenland’s ice sheet to the desert of Australia.",Documentaries
+s4529,Movie,NOVA: Extreme Animal Weapons,Peter Fison,Doug Averill,United States,"July 1, 2019",2017,53,"From huge tusks to giant horns, some animals sport weaponry that’s larger than life. Researchers explain the science behind this biological arms race.",Documentaries
+s4530,Movie,NOVA: First Face of America,Graham Townsley,Jay O. Sanders,United States,"July 1, 2019",2018,53,"During risky expeditions in an underwater cave, scientists unearth a 13,000-year-old skeleton to gain insight into the earliest known humans in America.",Documentaries
+s4533,Movie,NOVA: Killer Hurricanes,Oliver Twinch,Craig Sechler,United States,"July 1, 2019",2017,52,"Scientists research the world’s deadliest hurricane, trying to understand what this 18th-century storm could tell us about our own future.",Documentaries
+s4534,Movie,NOVA: Killer Volcanoes,Oliver Twinch,Craig Sechler,United States,"July 1, 2019",2017,54,Evidence of a mysterious medieval famine leads researchers on a quest for one of the deadliest volcanoes in human history.,Documentaries
+s4535,Movie,NOVA: Poisoned Water,Llewellyn M. Smith,Joe Morton,United States,"July 1, 2019",2017,54,"This documentary details how the water disaster in Flint, Michigan happened, its lasting effects, and the lengthy efforts it took to correct it.",Documentaries
+s4536,Movie,NOVA: Prediction by the Numbers,Daniel McCabe,Jay O. Sanders,United States,"July 1, 2019",2018,53,"With the science of forecasting flourishing, this documentary explores how predictions inform our lives and statistics and algorithms' reliability.",Documentaries
+s4537,Movie,NOVA: Secrets of the Shining Knight,Peter Yost,Jay O. Sanders,United States,"July 1, 2019",2017,53,A master armorer and his team recreate parts of a knight's medieval armor and test its strength while rediscovering centuries-old metalworking secrets.,Documentaries
+s4540,Movie,Nova: Ultimate Mars Challenge,Gail Willumsen,Lance Lewman,United States,"July 1, 2019",2012,53,"With access to the scientists and engineers responsible for the Curiosity rover's on-the-ground experiments, NOVA captures its landing on Mars.",Uncategorized
+s4542,Movie,November Criminals,Sacha Gervasi,"Ansel Elgort, Chloë Grace Moretz, David Strathairn, Catherine Keener, Terry Kinney, Cory Hardrict, Philip Ettinger, Danny Flaherty, Victor Williams, Tessa Albertson",United States,"July 3, 2020",2017,86,"Dissatisfied with the police’s progress, a teen and his best friend investigate their classmate's murder, treading down a dark path to the uneasy truth.",Dramas
+s4543,Movie,Now and Then,Lesli Linka Glatter,"Christina Ricci, Rosie O'Donnell, Thora Birch, Melanie Griffith, Gaby Hoffmann, Demi Moore, Ashleigh Aston Moore, Rita Wilson, Janeane Garofalo, Hank Azaria, Bonnie Hunt, Cloris Leachman",United States,"August 2, 2019",1995,102,"Waxing nostalgic about the bittersweet passage from childhood to puberty, four childhood girlfriends recall the magical summer of 1970.",Dramas
+s4544,Movie,Now More Than Ever: The History of Chicago,Peter Pardini,Chicago,United States,"January 1, 2018",2016,114,"This rockumentary tells the behind-the-scenes story of the Hall-of-Fame band Chicago, from their jazz-rock fusion roots to chart-topping pop hits.",Documentaries
+s4545,Movie,Nowhere Boy,Sam Taylor-Johnson,"Aaron Taylor-Johnson, Anne-Marie Duff, Kristin Scott Thomas, David Threlfall, Thomas Brodie-Sangster, David Morrissey, Sam Bell, Ophelia Lovibond, Josh Bolt, Andrew Buchan",United Kingdom,"April 14, 2018",2009,99,"Raised by his aunt since he was a young boy, charismatic John Lennon is suddenly reunited with his mother, Julia, which ignites a bitter battle.",Dramas
+s4546,TV Show,Nowhere Man,DJ Chen,"Alyssa Chia, Mavis Fan, Joseph Chang, Wang Po-chieh, Jeremiah Zhang, Chou Min-fu, Greg Hsu, Kuo Tze-cheng, Shen Hai-jung, Lu Yi-long",Taiwan,"October 31, 2019",2019,1,"Two nefarious schemes taking place 10 years apart entangle a dauntless triad member, who must break out of prison to rescue a loved one.",Crime TV
+s4555,Movie,Nymphomaniac: Volume 1,Lars von Trier,"Charlotte Gainsbourg, Stellan Skarsgård, Stacy Martin, Shia LaBeouf, Christian Slater, Uma Thurman, Sophie Kennedy Clark, Connie Nielsen",Denmark,"January 1, 2018",2013,117,A self-diagnosed nymphomaniac reveals a lifetime of sexual experiences to a man who saves her from being beaten in an alley.,Dramas
+s4556,Movie,Nymphomaniac: Volume II,Lars von Trier,"Charlotte Gainsbourg, Stellan Skarsgård, Stacy Martin, Shia LaBeouf, Christian Slater, Jamie Bell, Uma Thurman, Willem Dafoe, Mia Goth, Sophie Kennedy Clark, Michael Pas, Stellan Skarsgard",Denmark,"August 25, 2018",2013,124,The second half of Lars von Trier's epic follows Joe as her reignited sex addiction destroys her family and thrusts her toward a surprising new trade.,Dramas
+s4557,Movie,O Silêncio do Céu,Marco Dutra,"Leonardo Sbaraglia, Carolina Dieckmann, Chino Darín, Alvaro Armand Ugon, Mirella Pascual, Roberto Suárez, Paula Cohen, Dylan Cortes, Priscila Bellora, Gabriela Freire, María Mendive",Brazil,"January 25, 2017",2016,102,"After being raped in her home, a married woman chooses not to tell her husband, unaware that he has his own troubled secret and a plan for revenge.",Dramas
+s4559,Movie,Oasis: Supersonic,Mat Whitecross,"Oasis, Alan McGee, Paul McGuigan, Liam Gallagher, Noel Gallagher",United Kingdom,"December 28, 2018",2016,122,This film details the rise of British rock group Oasis and the creativity and chaos that brothers Noel and Liam Gallagher brought to the iconic band.,Documentaries
+s4560,Movie,Obvious Child,Gillian Robespierre,"Jenny Slate, Jake Lacy, Gaby Hoffmann, Gabe Liedman, Polly Draper, Richard Kind, David Cross, Paul Briganti, Stephen Singer, Cindy Cheung, Jennifer Kim, Cyrus McQueen, Emily Tremaine, Ernest Mingione",United States,"July 19, 2018",2014,84,"After being fired from her job and dumped by her cheating boyfriend, a comedian has a one-night stand. Weeks later, she finds out she's pregnant.",Comedies
+s4561,Movie,Océans,"Jacques Perrin, Jacques Cluzaud","Pierce Brosnan, Jacques Perrin, Rie Miyazawa, Lancelot Perrin",France,"September 19, 2019",2009,84,This documentary examines the vital role water plays in human existence and the cause-and-effect interplay between oceans and the environment.,Documentaries
+s4562,Movie,Occupation,Luke Sparke,"Daniel Ewing, Temuera Morrison, Stephanie Jacobsen, Rhiannon Fish, Zachary Garred, Izzy Stephens, Charles Terrier, Charles Mesure, Felix Williamson, Jacqueline McKenzie, Aaron Jeffery, Bruce Spence",Australia,"January 3, 2019",2018,120,"When aliens take over their small Australian town, a modest group of survivors must unite to fend off their otherworldly intruders.",Action
+s4564,Movie,Ocean's Eleven,Lewis Milestone,"Frank Sinatra, Dean Martin, Sammy Davis Jr., Peter Lawford, Angie Dickinson, Richard Conte, Cesar Romero, Patrice Wymore, Joey Bishop",United States,"November 1, 2019",1960,127,"Frank Sinatra leads an all-star cast as Danny Ocean, who decides to knock over a few casinos on the Las Vegas Strip with his buddies.",Action
+s4565,Movie,Ocean's Thirteen,Steven Soderbergh,"George Clooney, Brad Pitt, Matt Damon, Andy Garcia, Don Cheadle, Bernie Mac, Ellen Barkin, Al Pacino, Casey Affleck, Scott Caan",United States,"October 1, 2019",2007,122,This entry in the all-star caper franchise finds debonair con man Danny Ocean and his gang taking revenge on a double-crossing Las Vegas kingpin.,Action
+s4566,Movie,Ocean's Twelve,Steven Soderbergh,"George Clooney, Brad Pitt, Matt Damon, Catherine Zeta-Jones, Andy Garcia, Don Cheadle, Bernie Mac, Julia Roberts, Casey Affleck, Scott Caan",United States,"October 1, 2019",2004,125,"Danny Ocean reunites with his old flame and the rest of his merry band of thieves in a caper covering three huge heists in Rome, Paris and Amsterdam.",Action
+s4570,Movie,Octonauts & the Caves of Sac Actun,Blair Simmons,"Teresa Gallagher, Simon Greenall, Keith Wickham, Rob Rackstraw, Michael Murphy, Jo Wyatt, Helen Walsh, Andres Williams, Paul Panting",United Kingdom,"August 14, 2020",2020,72,"The Octonauts embark on an underwater adventure, navigating a set of challenging caves to help a small octopus friend return home to the Caribbean Sea.",Children
+s4571,Movie,Octonauts & the Great Barrier Reef,Blair Simmons,"Simon Greenall, Rob Rackstraw, Jo Wyatt, Paul Buckley, Simon Foster, Teresa Gallagher, Richard Grieve, Michael Murphy, Paul Panting, Keith Wickham",United Kingdom,"October 13, 2020",2020,47,"In this musical special, the Octonauts must find a way to hold back hungry swarms of coral-eating starfish to save a new friend’s fragile reef home.",Children
+s4575,Movie,Odu Raja Odu,"Nishanth Ravindaran, Jathin Sanker Raj","Guru Somasundaram, Nasser, Anand Sami, Lakshmi Priyaa Chandramouli, Ashiqa Salvan, Ravindra Vijay, Abishek K.S., Venkatesh Harinathan",India,"November 15, 2018",2018,121,"While trying to buy his wife a set-top box, a struggling writer and his pal get entangled in the domino effect of a spectacularly botched drug deal.",Comedies
+s4577,Movie,Off Course,Nacho G. Velilla,"Yon González, Julián López, Blanca Suárez, Malena Alterio, Úrsula Corberó, Miki Esparbé, Younes Bachir, Javier Cámara, Carmen Machi, José Sacristán",Spain,"September 1, 2016",2015,107,"Fed up with the uselessness of their degrees and swayed by a TV commercial, two Spaniards head to Berlin for work but find it not quite as advertised.",Comedies
+s4578,Movie,Offering to the Storm,Fernando González Molina,"Marta Etura, Leonardo Sbaraglia, Carlos Librado ""Nene"", Francesc Orella, Imanol Arias, Álvaro Cervantes, Itziar Aizpuru, Benn Northover, Marta Larralde, Alicia Sánchez, Eduardo Rosa, Angel Alkain, Ana Wagener, Paco Tous, Patricia López Arnaiz, Pedro Casablanc",Spain,"July 24, 2020",2020,140,"Amaia investigates several suspicious infant deaths and horrific rituals. Meanwhile, people around her risk grave danger. Part 3 in the Baztan Trilogy.",International Movies
+s4580,Movie,Officer Downe,Shawn Crahan,"Kim Coates, Tyler Ross, Lauren Vélez, Reno Wilson, Bruno Gunn, Tracy Vilar, Sona Eyambe, Corey Taylor, Meadow Williams",United States,"March 30, 2017",2016,91,Fallen Los Angeles police officer Terrence Downe finds new life as a secret weapon: a scientifically altered super-cop with unlimited lives.,Action
+s4581,Movie,Offline - Das leben ist kein bonuslevel,Florian Schnell,"Moritz Jahn, Mala Emde, Ugur Ekeroglu, David Schütter, Hannes Wegener, Yung Ngo, Kida Khodr Ramadan",Germany,"September 1, 2017",2016,89,Competitive gamer Jan finds his life thrown for a loop when his bitter rival hacks his identity just before a high-stakes tournament.,Action
+s4583,TV Show,Oggy and the Cockroaches,Olivier Jean-Marie,"Don Michael Paul, Tony Sampson, Sam Vincent, Matt Hill, Greg Eagles, Peter Kelamis, Tara Strong, Rick Jones",France,"December 1, 2017",2017,1,"Wimpy blue cat Oggy would like nothing more than to snooze, but he's constantly bothered by the three ugly cockroaches who have invaded his home.",Kids
+s4584,Movie,Oh Darling Yeh Hai India,Ketan Mehta,"Shah Rukh Khan, Deepa Sahi, Javed Jaffrey, Anupam Kher, Amrish Puri, Tom Alter, Tinnu Anand, Sadashiv Amrapurkar, Tiku Talsania, Kader Khan",India,"June 1, 2017",1995,154,A penniless actor new to Mumbai and a beautiful woman he meets one fateful night try to stop a gangster from replacing India's president with a twin.,Action
+s4586,Movie,Oh My Ghost 2,Poj Arnon,"Kohtee Aramboy, Yingsak Chonglertjetsadawong, Jaturong Mokjok, Apaporn Nakornsawan, Pharanyu Rojanawuthitham, Wiradit Srimalai, Ekkachai Srivichai, Chaiwat Thongsaeng, Kachapa Toncharoen",Thailand,"July 25, 2018",2011,103,"The spirited trio are back to take on a new ghost-busting adventure at a mens' residence, where spooky secrets lurk around every corner.",Comedies
+s4587,Movie,Oh My Ghost 3,Poj Arnon,"Kohtee Aramboy, Yingsak Chonglertjetsadawong, Jaturong Mokjok, Waraphat Phatsathit, Wiradit Srimalai, Ekkachai Srivichai, Varuth Waratham, Butsarin Yokpraipan",Thailand,"August 16, 2018",2012,103,"After a body is discovered in their building, a vengeful, paranormal presence begins to affect Taew, Mod Dum and Cartoon's business.",Comedies
+s4589,Movie,Oh My God,Umesh Shukla,"Akshay Kumar, Paresh Rawal, Mithun Chakraborty, Om Puri, Apoorva Arora, Arun Bali, Honey Chaaya, Poonam Jhawer, Mahesh Manjrekar, Govind Namdeo",India,"July 5, 2020",2012,129,Mumbai shopkeeper Kanji Bhai files a lawsuit against God when an earthquake destroys his store and his insurance policy won't cover the damage.,Comedies
+s4592,Movie,"Oh, Hello On Broadway",Michael John Warren,"Nick Kroll, John Mulaney",United States,"June 13, 2017",2017,102,"Two delusional geriatrics reveal curious pasts, share a love of tuna and welcome a surprise guest in this filming of the popular Broadway comedy show.",Stand-Up
+s4593,Movie,"Oh, Ramona!",Cristina Jacob,"Bogdan Iancu, Aggy K. Adams, Holly Horne, Basil Eidenbenz, Melanie Ebanks, Leonardo Boudreau, Andromeda Godfrey",Romania,"June 1, 2019",2019,109,Awkward 16-year-old Andrei is infatuated with his alluring but aloof schoolmate Ramona – until he meets stunning hotel clerk Anemona while on vacation.,Comedies
+s4594,Movie,Oh! Baby,B. V. Nandini Reddy,"Samantha Ruth Prabhu, Lakshmi, Rajendraprasad, Naga Shourya, Rao Ramesh, Teja Sajja, Pragathi, Jagapathi Babu, Aishwarya, Urvashi",India,"September 14, 2019",2019,157,A surly septuagenarian gets another chance at her 20s after having her photo snapped at a studio that magically takes 50 years off her life.,Comedies
+s4599,Movie,Okja,Bong Joon Ho,"Tilda Swinton, Jake Gyllenhaal, An Seo Hyun, Paul Dano, Steven Yeun, Byun Heebong, Lily Collins, Yoon Je Moon, Shirley Henderson, Daniel Henshall, Devon Bostick, Woo Shik Choi, Giancarlo Esposito",South Korea,"June 28, 2017",2017,121,"A gentle giant and the girl who raised her are caught in the crossfire between animal activism, corporate greed and scientific ethics.",Action
+s4600,Movie,Okko's Inn,Kitaro Kosaka,"Seiran Kobayashi, Nana Mizuki, Satsumi Matsuda, Rina Endo, Etsuko Kozakura, Yoko Asagami, Teiyu Ichiryusai, Masaki Terasoma, Hirohide Yakumaru, Anju Suzuki, Osamu Shitara, Mikako Komatsu, Horan Chiaki, Koichi Yamadera, Fumiko Orikasa",Japan,"June 12, 2020",2018,96,"After losing her parents, a young girl learns about grief and healing from a friendly ghost who lives in her grandmother's traditional Japanese inn.",Anime Features
+s4603,Movie,Old Lord Savanna,André D'Elia,Leonardo Ribeiro,Brazil,"January 18, 2019",2018,96,This documentary captures the environmental and societal impact of Brazil's Cerrado savanna suffering from severe deforestation.,Documentaries
+s4604,TV Show,Old Money,David Schalko,"Udo Kier, Sunnyi Melles, Nicholas Ofczarek, Manuel Rubey, Nora von Waldstätten, Thomas Stipsits, Ursula Strauss, Robert Palfrader, Simon Schwarz, Johannes Krisch, Lukas Miko",United States,"October 1, 2016",2015,1,"Backstabbing, blackmail and revenge consume the dysfunctional family of a wealthy patriarch as they compete to find him a new liver at all costs.",International TV
+s4605,TV Show,Oliver Stone's Untold History of the United States,Oliver Stone,Oliver Stone,United States,"November 15, 2016",2013,1,"This documentary series offers an alternative take on modern American history, focusing on underreported events that shaped the nation's character.",Docuseries
+s4607,Movie,Olmo & the Seagull,"Petra Costa, Lea Glob","Olivia Corsini, Sergio Nicolai, Arman Saribekyan, Sylvain Jailloux, Francis Ressort, Pancho Garcia Aguirre, Shaghayegh Beheshti, Elena Bellei, Sébastien Brottet-Michel, Célia Catalifo",Denmark,"September 1, 2019",2014,82,A pregnancy forces an actress out of her latest play and into a difficult confrontation with her own rapidly transforming reflection.,Dramas
+s4608,Movie,Olympus Has Fallen,Antoine Fuqua,"Gerard Butler, Aaron Eckhart, Morgan Freeman, Finley Jacobsen, Dylan McDermott, Rick Yune, Angela Bassett, Melissa Leo, Radha Mitchell, Cole Hauser, Ashley Judd, Robert Forster",United States,"May 2, 2019",2013,119,A disgraced Secret Service agent must come to the rescue when Korean terrorists descend on the White House and take the president hostage.,Action
+s4609,Movie,Om Shanti Om,Farah Khan,"Shah Rukh Khan, Deepika Padukone, Shreyas Talpade, Arjun Rampal, Kirron Kher, Javed Sheikh",India,"April 1, 2018",2007,169,"Reincarnated 30 years after being killed in a suspicious on-set fire, a small-time actor is determined to punish the person who ignited the blaze.",Comedies
+s4610,Movie,Omar & Salma 2,Ahmad El-Badri,"Tamer Hosny, Mai Ezz El-Din, Ezzat Abou Aouf, Marwa Abdel Monem, Hussien Elgohary, Mirhan, Maysara",Egypt,"May 19, 2020",2009,101,"Now parents, Omar and Salma hit some obstacles while raising their two children and staying in love after the honeymoon ends.",Comedies
+s4611,Movie,Omar and Salma 3,Mohamed Samy,"Tamer Hosny, Mai Ezzidine, Ezzat Abou Aouf, Lamitta Frangieh",Egypt,"April 25, 2019",2012,97,"In this second sequel of the trilogy, marital strife brews as Omar pursues a music career despite Salma’s wishes that he opt for a more stable job.",Comedies
+s4613,Movie,On Body and Soul,Ildiko Enyedi,"Alexandra Borbély, Géza Morcsányi, Réka Tenki, Zoltán Schneider, Ervin Nagy, Itala Bekes, Éva Bata, Pál Mácsai, Zsuzsa Jaro, Nóra Rainer-Micsinyei",Hungary,"February 2, 2018",2017,116,Two shy and socially awkward co-workers in Budapest form a special bond through a mysterious mystic connection that manifests in a dream.,Dramas
+s4616,Movie,On My Skin,Alessio Cremonini,"Alessandro Borghi, Jasmine Trinca, Milvia Marigliano, Max Tortora",Italy,"September 12, 2018",2018,100,"Arrested in Rome for a drug-related offense, Stefano Cucchi endures a harrowing week in custody that changes his family forever. Based on true events.",Dramas
+s4617,TV Show,On the Real,Tosin Coker,"Ini Dima Okojie, Akah Nnani, Nancy Isime, Maurice Sam, David Jones David, Angel Funto Johnson, Pearl Okorie, Tomiwa Tegbe, Peanut Omatsola",Nigeria,"February 16, 2020",2017,1,A group of reality stars transitions into their newly achieved fame while dealing with the demands of an obnoxious TV executive and their regular lives.,International TV
+s4618,Movie,On the Wrong Track,Clarence Yiu-leung Fok,"Andy Lau, Yim Chau-wah, Wai Yee Chan, Prudence Liew, Poon Wang Ban, Hua Yueh, Wong Kung-miu",Hong Kong,"August 2, 2018",1983,89,"Two rebellious, hot-headed teenage brothers get caught up in gang life, which has dangerous repercussions for their family and friends.",Action
+s4619,Movie,On Yoga The Architecture of Peace,Heitor Dhalia,Michael O’Neill,Brazil,"January 10, 2018",2017,92,"Based on photographer Michael O’Neill’s book of the same name, this documentary traces the author’s 10-year journey through the landscape of yoga.",Documentaries
+s4620,Movie,Onaatah,Pradip Kurbah,"Sweety Pala, Merlvin Mukhim, Richard Kharpuri, Enshon Lamare, Mary Nonghuloo, Destina Mawrie, Anvil Laloo, Tashneem Lyngdoh",India,"May 1, 2018",2016,107,"Seeking to heal after a traumatic assault, a young woman retreats to a small village by the hills, where she finds hope, love and new purpose.",Dramas
+s4621,Movie,Once a Gangster,Felix Chong,"Ekin Cheng, Jordan Chan, Alex Fong, Michelle Ye, On-on Yu, Wilfred Lau, Conroy Chan",Hong Kong,"December 1, 2018",2010,95,"Two former triads are tapped to run in an election for leader of the underworld, but both want normal lives. Each must outwit the other to lose.",Action
+s4622,Movie,Once Again,Kanwal Sethi,"Shefali Shah, Neeraj Kabi, Rasika Dugal, Bidita Bag, Priyanshu Painyuli, Bhagwan Tiwari",India,"September 1, 2018",2018,101,"After a chance phone call leads to daily conversations, a widowed restaurant owner and a lonely film actor plan to finally meet in person.",Dramas
+s4624,Movie,Once in a Lifetime Sessions with Kasabian,Matt Askem,"Sergio Pizzorno, Tom Meighan, Chris Edwards, Ian Mattthews, Lauren Laverne",United States,"December 15, 2018",2018,79,"Between shots of live performances, Tom Meighan and Sergio Pizzorno of the English rock band talk about the 20-plus years of making music together.",Documentaries
+s4625,Movie,Once In A Lifetime Sessions with Moby,Matt Askem,"Moby, Alex Cohen",United States,"August 1, 2018",2018,86,"Through performances and interviews, musician Moby opens up about his unusual childhood, his heroes and the stories behind his songs.",Documentaries
+s4626,Movie,Once In A Lifetime Sessions with Nile Rodgers,Charlie Lightening,Nile Rodgers,United States,"August 1, 2018",2018,70,The career of rhythm guitarist and Chic founder Nile Rodgers is chronicled in this musical blend of documentary and original concert performance.,Documentaries
+s4627,Movie,Once In A Lifetime Sessions with Noel Gallagher,Charlie Lightening,Noel Gallagher,United States,"August 1, 2018",2018,66,"Between scenes from an intimate performance, the Oasis legend reflects on his road to stardom and offers insights on his creative process.",Documentaries
+s4629,Movie,Once in a Lifetime Sessions with Snow Patrol,Matt Askem,"Gary Lightbody, Nathan Connolly, Jonny Quinn, Paul Wilson, Johnny McDaid, Edith Bowman",United States,"December 15, 2018",2018,83,"In addition to concert scenes and studio recording sessions, this documentary presents exclusive interviews of the five men from the Irish rock band.",Documentaries
+s4633,Movie,Once Upon a Time in London,Simon Rumley,"Leo Gregory, Terry Stone, Doug Allen, Andy Beckwith, Kate Braithwaite, Holly Earl, Joe Egan, Nadia Forde",United Kingdom,"April 15, 2020",2019,111,"Organized crime came to London in the 1930s, ushering in three decades ruled by two legendary gangsters whose legacy outlived their reign.",Dramas
+s4634,Movie,Once Upon a Time in Mumbaai,Milan Luthria,"Ajay Devgn, Emraan Hashmi, Kangana Ranaut, Prachi Desai, Randeep Hooda, Imran Hasnee, Dhiru Dwivedi",India,"May 15, 2019",2010,133,"Mumbai's top mob boss rules the underworld with honor and compassion, but his power-hungry protégé will shake up the world of organized crime.",Dramas
+s4635,Movie,Once Upon a Time in Mumbai Dobaara!,Milan Luthria,"Akshay Kumar, Imran Khan, Sonakshi Sinha, Sonali Bendre, Sarfaraz Khan, Mahesh Manjrekar, Abhimanyu Singh, Kurush Deboo, Pitobash, Chetan Hansraj",India,"May 16, 2019",2013,142,"This turbulent sequel to Once Upon a Time in Mumbai carries on the saga of the gangland don Shoaib Khan, who continues pressing for more control.",Dramas
+s4636,Movie,Once Upon a Time in the West,Sergio Leone,"Henry Fonda, Charles Bronson, Claudia Cardinale, Jason Robards, Gabriele Ferzetti, Paolo Stoppa, Woody Strode, Jack Elam, Keenan Wynn, Frank Wolff, Lionel Stander",Italy,"November 20, 2019",1968,166,"In this epic spaghetti Western, a flinty gunslinger is hired by a railroad tycoon to kill anyone standing in the way of his trans-American iron horse.",Action
+s4637,Movie,One 2 Ka 4,Shashilal K. Nair,"Shah Rukh Khan, Juhi Chawla, Jackie Shroff, Nirmal Pandey, Dilip Joshi, Sahila Chaddha, Suresh Chatwal, Bharat Dabholkar, Baby Gazala, Akash Khurana",India,"March 15, 2017",2001,160,"When his partner is killed, a young cop is forced to care for the man's four children, and solicits the help of a woman who moves in with them.",Action
+s4638,Movie,One by Two,Devika Bhagat,"Abhay Deol, Preeti Desai, Lillete Dubey, Rati Agnihotri, Jayant Kripalani, Darshan Jariwala, Anish Trivedi, Geetika Tyagi, Preetika Chawla, Tahir Raj Bhasin",India,"July 5, 2020",2014,135,The lives of a Mumbai man and woman who are both dealing with issues intersect through a TV dance show that she wants to win but he wants to sabotage.,Comedies
+s4639,Movie,One Day,Banjong Pisanthanakun,"Chantavit Dhanasevi, Nittha Jirayungyurn, Theerapat Sajakul, Prim Bulakul, Kris Srepoomseth, Somyos Matures, Sutthatip Wutichaipradit, Rermthon Kemapech, Kaz Sawamura",Thailand,"September 5, 2018",2016,135,"When his colleague (and crush) temporarily loses her memory, an overlooked geek seizes the chance to make an impression before she remembers again.",Dramas
+s4641,Movie,One Day We'll Talk About Today,Angga Dwimas Sasongko,"Rachel Amanda, Rio Dewanto, Shelia Dara, Donny Damara, Susan Bachtiar, Oka Antara, Niken Anjani, Ardhito Pramono",Indonesia,"May 23, 2020",2020,128,"Harboring a deep secret, a seemingly happy family confronts the trauma of years past as a clash between generations threatens to separate them.",Dramas
+s4642,Movie,One Day: Justice Delivered,Ashok Nanda,"Anupam Kher, Esha Gupta, Kumud Mishra, Kashyap Bharbhaya, Anusmiritu Sarkar, Zakir Hussain, Rajesh Sharma, Murli Sharma, Ananth Narayan Mahadevan, Deepshikha",India,"May 3, 2020",2019,120,"A former judge in retirement finds and punishes the culprits he could not convict in court, spurring a crime branch officer to investigate.",Dramas
+s4643,Movie,One Direction: This Is Us,Morgan Spurlock,"Harry Styles, Niall Horan, Zayn Malik, Louis Tomlinson, Liam Payne",United States,"October 1, 2019",2013,92,Award-winning documentarian Morgan Spurlock turns his camera on boy band phenomenon One Direction in this combination concert film and backstage pass.,Documentaries
+s4645,Movie,One in a Billion,Roman Gackowski,"Satnam Singh Bhamara, Mark Cuban, Adam Silver, Vivek Ranadivé",United States,"December 6, 2016",2016,70,Follow the journey of Satnam Singh Bhamara as he works to fulfill his dream of becoming the first India-born player to be drafted into the NBA.,Documentaries
+s4646,Movie,One Last Shot,Mike Clattenburg,"Robb Wells, John Paul Tremblay, John Dunsworth",Canada,"August 24, 2018",1998,31,"In this low-budget short film, two best buddies meet up for a night of booze-fueled fun before one of them moves to Vancouver.",Comedies
+s4647,Movie,One Last Thing,Tim Rouhana,"Wendell Pierce, Jurnee Smollett-Bell, Joanne Froggatt, April Billingsley, Elizabeth Ludlow, David Kronawitter, Adora Dei, Eric Mendenhall, Ed Amatrudo, Kate Kovach",United States,"August 25, 2019",2018,92,"After 25 years of searching, a lonely dentist finds his long-lost daughter but learns that she suffers from a rare medical condition.",Dramas
+s4650,Movie,One More Try,Ruel S. Bayani,"Angel Locsin, Angelica Panganiban, Dingdong Dantes, Zanjoe Marudo, Miguel Vergara, Gina Pareño, Carmina Villarroel, Agot Isidro",Philippines,"November 5, 2020",2012,102,"When her son's condition becomes severe, a woman reconnects with the biological father. But the reunion puts a strain on their respective relationships.",Dramas
+s4651,Movie,One Night Stand,Jasmine D'Souza,"Tanuj Virwani, Sunny Leone, Narendra Jetley, Aamir Ahmed, Kapil Punjabi, Madhurima Banerjee, Ninad Kamat, Geeta Bisht",India,"October 15, 2017",2016,93,An obsession with a woman with whom he had a one-night stand brings disharmony into a man's life and destroys his peace of mind.,Dramas
+s4657,Movie,One Take,Manatsanun Phanlerdwongsakul,BNK48,Thailand,"June 18, 2020",2020,86,Members of Thai girl group BNK48 share the ups and downs of preparing for the 6th Single Senbatsu General Election.,Documentaries
+s4659,Movie,One-Way to Tomorrow,Ozan Açıktan,"Dilan Çiçek Deniz, Metin Akdülger",Turkey,"June 19, 2020",2020,90,"Two strangers cross paths on a train en route to Izmir, bonding over their turbulent — and unexpectedly intertwined — romantic pasts.",Dramas
+s4660,Movie,Only,Takashi Doscher,"Freida Pinto, Leslie Odom Jr., Chandler Riggs, Jayson Warner Smith, Joshua Mikel, Mark Ashworth, Tia Hendricks, Richard Hempton, Noor Naghmi, Maggie Parto",United States,"July 5, 2020",2019,97,A couple must endure a self-imposed quarantine and elude authorities after a mysterious virus proves lethal to the world’s female population.,Dramas
+s4661,Movie,Only God Forgives,Nicolas Winding Refn,"Ryan Gosling, Kristin Scott Thomas, Vithaya Pansringarm, Gordon Brown, Yayaying Rhatha Phongam, Tom Burke, Sahajak Boonthanakit, Pitchawat Petchayahon, Charlie Ruedpokanon, Kowit Wattanakul, Wannisa Peungpa, Narucha Chaimareung",Denmark,"May 15, 2018",2013,90,"When a cop kills the brother of an expat American gangster who runs a Bangkok fight club, his crime-boss mother flies in to supervise revenge.",Cult Movies
+s4662,Movie,Only Mine,Michael Civille,"Amber Midthunder, Brett Zimmerman, Chris Browning, Walter Fauntleroy, Claudia Ferri, Lorenzo James Henrie, Ellen Wroe, Ashley Holliday Tavares, Nancy Linehan Charles, Jonna Walsh",United States,"January 15, 2019",2018,88,"After dating a charming cop who turns into an obsessive stalker, a small-town girl must save herself from his deadly ways.",Thrillers
+s4663,Movie,Only the Dead,"Bill Guttentag, Michael Ware",Michael Ware,Australia,"November 15, 2018",2015,76,"Given unprecedented access to soldiers and terrorists alike, journalist Michael Ware presents an epic, uncensored, intimate account of the Iraq War.",Documentaries
+s4664,Movie,Open Season,"Roger Allers, Jill Culton","Martin Lawrence, Ashton Kutcher, Gary Sinise, Debra Messing, Billy Connolly, Georgia Engel, Jon Favreau, Jane Krakowski, Gordon Tootoosis, Patrick Warburton",United States,"September 1, 2019",2006,86,"After saving a deer from a hunter's clutches, a domesticated grizzly finds himself relocated to the wild – and unprepared for the real world.",Children
+s4665,Movie,Opening Night,Isaac Rentz,"Topher Grace, Alona Tal, Anne Heche, Taye Diggs, Rob Riggle, Paul Scheer, J.C. Chasez, Lauren Lapkus, Lesli Margherita, Brian Huskey",United States,"August 1, 2017",2016,84,"Once a rising star on Broadway, Nick is now the perennially pestered production manager for a new musical dedicated to rock music's one-hit wonders.",Comedies
+s4666,Movie,Operações Especiais,Tomas Portella,"Cleo Pires, Marcos Caruso, Thiago Martins, Fabrício Boliveira, Fabiula Nascimento, Antonio Pedro Tabet, Fábio Lago, Analú Prestes, Gillray Coutinho, Augusto Madeira",Brazil,"February 25, 2017",2015,99,"In a crime-plagued area of Rio de Janeiro, a team of honest cops, including a determined rookie, fights corruption and mistrust on all sides.",Action
+s4667,Movie,Operation Christmas Drop,Martin Wood,"Kat Graham, Alexander Ludwig, Virginia Madsen, Janet Kidder, Jeff Joseph, Bethany Brown, Trezzo Mahoro, Rohan Campbell, Aliza Vellani, Aaron Douglas, Xavier de Guzman, Bruce Best",United States,"November 5, 2020",2020,96,A by-the-book political aide falls for a big-hearted Air Force pilot while looking to shut down his tropical base and its airborne Christmas tradition.,Children
+s4668,Movie,Operation Chromite,John H. Lee,"Jung-jae Lee, Beom-su Lee, Liam Neeson, Se-yeon Jin, Jun-ho Jeong, Cheol-min Park",South Korea,"January 15, 2018",2016,111,"To pave the way for a major amphibious invasion, a team of South Korean spies goes behind enemy lines to steal a map of North Korean coastal defenses.",Action
+s4670,Movie,Operation Mekong,Dante Lam,"Eddie Peng, Zhang Hanyu, Carl Ng, Ken Lo, Pawarith Monkolpisit, Jonathan Wu",China,"August 5, 2017",2016,124,"In a dangerous area of the Mekong River, a drug raid ending in 13 deaths arouses the suspicions of a narcotics officer who sets out to find the truth.",Action
+s4674,Movie,Operation Red Sea,Dante Lam,"Zhang Yi, Johnny Huang, Hai Qing, Du Jiang, Zhang Hanyu, Henry Prince Mak, Luxia Jiang, Yin Fang, Wang Yutian, Guo Jiahao",China,"November 27, 2018",2018,139,A special task force takes on a risky operation to evacuate civilians amid civil war. Based on the 2015 mission to rescue Chinese citizens in Yemen.,Action
+s4675,Movie,Operator,Logan Kibens,"Martin Starr, Mae Whitman, Nat Faxon, Cameron Esposito, Retta, Christine Lahti, Kate Cobb, Kristopher Lofton, Tim Hopper, Trevor Dawkins",United States,"February 16, 2017",2016,91,"When a programmer uses his wife's sympathetic voice for his company's customer service app, he starts to rely more on her idealized self than her.",Comedies
+s4676,Movie,Opium and the Kung Fu Master,Chia Tang,"Lung Ti, Te-Lo Mai, Leanne Liu, Kuan Tai Chen, Phillip Ko, Kuan-chung Ku, Kwok Kuen Chan, Hoi Sang Lee, Tau Wan Yue, Chia Tang, Shen Chan",Hong Kong,"August 16, 2018",1984,86,"Leader of the Ten Kwangtung Tigers, Tieh Chiao-san works with his kung fu students to protect his village from crime. But when an opium dealer starts to ruin the town, Tieh Chiao-san struggles to fight back, thanks to his growing opium addiction.",Action
+s4677,Movie,Oprah Presents When They See Us Now,Mark Ritchie,"Oprah Winfrey, Ava DuVernay",United States,"June 13, 2019",2019,61,"Oprah Winfrey talks with the exonerated men once known as the Central Park Five, plus the cast and producers who tell their story in ""When They See Us.""",Documentaries
+s4679,Movie,Orbiter 9,Hatem Khraiche,"Clara Lago, Alex Gonzalez, Andrés Parra, Belén Rueda",Spain,"April 6, 2018",2017,95,A woman who's been alone on a spaceship her whole life becomes enamored with an engineer who suddenly enters her life and upends her universe.,Dramas
+s4681,Movie,Ordinary People,Eduardo Roy Jr.,"Ronwaldo Martin, Hasmine Killip, Maria Isabel Lopez, Raymond Lee, Erlinda Villalobos, Sue Prado",Philippines,"June 26, 2020",2016,107,"Barely making a living as pickpockets, a teenage couple in Manila resort to desperate measures when their one-month-old child is kidnapped.",Dramas
+s4682,Movie,Ordinary World,Lee Kirk,"Billie Joe Armstrong, Fred Armisen, Judy Greer, Selma Blair, Chris Messina, Brian Baumgartner, John Doman, Madisyn Shipman, Kevin Corrigan, Mia Dillon, Lucas Papaelias",United States,"March 1, 2020",2016,87,A suburban dad having a midlife crisis throws a lavish 40th birthday party to celebrate his punk-rock past but discovers it's not easy going back.,Comedies
+s4683,Movie,Organize Isler,Yılmaz Erdoğan,"Yılmaz Erdoğan, Tolga Çevik, Demet Akbağ, Altan Erkekli, Özgü Namal, Erdal Tosun, Tuncer Salman, Öner Erkan, Ebru Akel, Başak Köklükaya, Cem Yılmaz",Turkey,"April 28, 2020",2005,104,"A gang leader recruits a suicidal Superman impersonator, while a woman driving a hot car linked to the gang plots revenge against them and their hero.",Action
+s4685,Movie,Oru Vishsheshapetta Biryani Kissa,Kiran Narayanan,"Nedumudi Venu, V.K. Sriraman, Lena, Sunil Sukhada, Mammukoya, Joju George, Bhagath Baby Manuel, Sasi Kalinga",India,"August 1, 2018",2017,122,"When the village's biryani cook unexpectedly passes, a widow steps up to the plate and takes on new delectable challenges.",Comedies
+s4688,Movie,Other People,Chris Kelly,"Jesse Plemons, Molly Shannon, Bradley Whitford, Maude Apatow, Madisen Beaty, John Early, Zach Woods, Paul Dooley, June Squibb",United States,"December 8, 2016",2016,97,"After a bad breakup, a struggling New York comedy writer tries to don a brave face and care for his dying mother in Sacramento.",Comedies
+s4690,Movie,OtherLife,Ben C. Lucas,"Jessica De Gouw, T.J. Power, Thomas Cocquerel, Liam Graham, Clarence John Ryan, Maggie Meyer, Tiriel Mora, Priscilla-Anne Forder, Adriane Daff, Ian Toyne",Australia,"October 15, 2017",2017,96,"After inventing a drug that induces time-compressed virtual realities, young Ren grapples with partner Sam over how to use their powerful creation.",Dramas
+s4691,Movie,Oththa Seruppu Size 7,Parthiban,Parthiban,India,"November 4, 2019",2019,103,"Taken into custody, a murder suspect's theatrical explanations of his peculiar modus operandi unearth truths far beyond the crime he’s accused of.",Dramas
+s4692,Movie,Ottaal,Jayaraj Rajasekharan Nair,"Ashanth K. Shah, Kumarakom Vasudevan, Shine Tom Chacko, Sabitha Jayaraj, Thomas J. Kannampuzha",India,"March 15, 2017",2014,88,"Young orphan Kuttappayi goes to live with his grandfather in the country, but his new life takes a hard turn when his grandfather's health fails.",Dramas
+s4693,Movie,Our Godfather,"Mark Franchetti, Andrew Meier",Tommaso Buscetta,United Kingdom,"September 10, 2019",2019,93,"In 1986, Tommaso Buscetta became the first top-level Mafia boss ever to testify against the mob. It cost him and his family everything.",Documentaries
+s4694,Movie,Our House,Anthony Scott Burns,"Thomas Mann, Nicola Peltz, Percy Hynes White, Kate Moyer, Carlyn Burchell, John Ralston, Christine Horne, Allison Hossack, Lucius Hoyos, Marcia Bennett",Canada,"June 1, 2020",2018,90,"A young man invents a device he hopes will generate wireless energy, but instead, it proves to spark sinister, supernatural activity in his home.",Horror Movies
+s4695,Movie,Our Idiot Brother,Jesse Peretz,"Paul Rudd, Elizabeth Banks, Zooey Deschanel, Emily Mortimer, Kathryn Hahn, Steve Coogan, Rashida Jones, Hugh Dancy, Shirley Knight, Adam Scott, T.J. Miller",United States,"February 26, 2019",2011,90,A seemingly clueless idealist relies on his exasperated sisters for shelter and support after his girlfriend dumps him and his dog is taken away.,Comedies
+s4696,Movie,Our Lovers,Miguel Ángel Lamata,"Eduardo Noriega, Michelle Jenner, Fele Martínez, Amaia Salamanca",Spain,"April 14, 2017",2016,92,"A love-challenged man and a woman he meets at a bookshop bar begin dating, but only at the shop – and without knowing anything about each other.",Comedies
+s4700,Movie,Our Souls at Night,Ritesh Batra,"Robert Redford, Jane Fonda, Bruce Dern, Matthias Schoenaerts, Iain Armitage, Judy Greer, Phyllis Somerville",United States,"September 29, 2017",2017,103,"After widowed neighbors Addie and Louis begin sleeping in bed together platonically to alleviate their loneliness, a real romance begins to blossom.",Dramas
+s4701,TV Show,Ouran High School Host Club,Takuya Igarashi,"Maaya Sakamoto, Monica Rial, Vic Mignogna, Luci Christian, Mamoru Miyano, Kenichi Suzumura, Mike McFarland, Caitlin Glass, Ayaka Saito, Daisuke Kirii",Japan,"April 1, 2017",2006,1,"New student Haruhi stumbles on the Ouran High School Host Club, an all-male group that makes money by entertaining the girls of the school.",Anime Series
+s4702,Movie,Out of Life,Maroun Baghdadi,"Hippolyte Girardot, Rafik Ali Ahmad, Hussein Sbeity, Habib Hammoud, Majdi Machmouchi, Hassan Farhat, Hassan Zbib, Nabila Zeitouni, Hamza Nasrallah, Sami Hawat, Sabrina Leurquin, Roger Assaf, Nidal El Askhar",France,"October 19, 2020",1991,94,"Kidnapped by guerrillas in Beirut, a French photojournalist refuses to yield his dignity despite being tortured and brainwashed by his captors.",Classic Movies
+s4708,Movie,Outlaw King,David Mackenzie,"Chris Pine, Aaron Taylor-Johnson, Florence Pugh, Billy Howle, Sam Spruell, Tony Curran, Callan Mulvey, James Cosmo, Stephen Dillane",United Kingdom,"November 9, 2018",2018,122,"In 14th-century Scotland, Robert the Bruce claims the crown and leads a fierce uprising to win back the country's independence from English rule.",Action
+s4709,Movie,Outlawed,"Adam Collins, Luke Radford","Adam Collins, Jessica Norris, Ian Hitchens, Steven Blades, Zara Phythian, Anthony Burrows, Andy Calderwood, Emmeline Kellie, Andre Squire, Ollie Christie",United Kingdom,"February 15, 2019",2018,102,"After a failed mission, an ex-Royal Marines Commando tries to overcome his demons while investigating the death of his ex-girlfriend's father.",Action
+s4710,Movie,Outside In,Lynn Shelton,"Jay Duplass, Edie Falco, Kaitlyn Dever, Ben Schwartz, Louis Hobson, Alycia Delmore, Pamela Reed, Matt Malloy, Aaron Blakely",United States,"June 1, 2018",2018,110,"After serving time for a crime he didn’t commit, a 38-year-old man forms a complicated, life-altering bond with the woman who advocated for his early release.",Dramas
+s4713,Movie,Over the Moon,Glen Keane,"Cathy Ang, Phillipa Soo, Ken Jeong, Robert G. Chiu, John Cho, Sandra Oh, Ruthie Ann Miles, Margaret Cho, Kimiko Glenn, Artt Butler, Irene Tsu, Clem Cheung, Conrad Ricamora",China,"October 23, 2020",2020,100,"Fueled by memories of her mother, resourceful Fei Fei builds a rocket to the moon on a mission to prove the existence of a legendary moon goddess.",Children
+s4714,Movie,Overnight Republic,Murat Kepez,"Çağlar Çorumlu, Büşra Pekin, Ersin Korkut, Gülhan Tekin, Mahir İpek, Uğur Bilgin, Öner Ateş, Hakan Ummak, Patrycja Widlak, Hamza Yazıcı",Turkey,"June 4, 2020",2017,105,"A mayoral candidate wins office, promising to turn a small province into its own country as a war and wacky events with his wife and advisors ensue.",Comedies
+s4715,Movie,Oversize Cops,"Chanon Yingyong, Phuwanit Pholdee","Sarun Cinsuvapala, Pramote Pathan, Suphachai Subprasert, Somyos Matures, Supavitch Nepremwattana, Nachjaree Horvejkul, Jatupone Chompoonich, Chertsak Pratumseesakhon",Thailand,"March 23, 2019",2017,100,"While investigating a bank robbery, a squad of overweight police officers undergoes rigorous training to shed pounds.",Action
+s4716,Movie,Oye Lucky! Lucky Oye!,Dibakar Banerjee,"Abhay Deol, Paresh Rawal, Neetu Chandra, Archana Puran Singh, Manu Rishi Chadha, Richa Chadda, Anurag Arora, Rajender Sethi, Manjot Singh, Chandan Anand",India,"November 1, 2018",2008,118,"Starting as a petty thief, a man rises to become one of the city's biggest operators and carves out the kind of lifestyle he'd once only dreamed of.",Comedies
+s4718,Movie,P,Paul Spurrier,"Suangporn Jaturaphut, Opal, Dor Yodrak, Pisamai Pakdeevijit, Manthana Wannarod, Supatra Roongsawang, Narisara Sairatanee, Amy Siriya",United Kingdom,"May 31, 2019",2006,105,"An orphan girl taught magic by her sick grandma must find work in seedy Bangkok, where unsavory characters run afoul of her increasingly dark powers.",Horror Movies
+s4719,Movie,P Se PM Tak,Kundan Shah,"Meenakshi Dixit, Indrajeet Soni, Bharat Jadhav, Yashpal Sharma, Anjan Srivastav, Deepak Shirke, Akhilendra Mishra, Mushtaq Khan, Aanand Kale",India,"August 1, 2018",2015,117,A prostitute who is down on her luck gets caught in the middle of an elaborate scheme orchestrated by two local politicians.,Comedies
+s4721,Movie,P.S. I Love You,Richard LaGravenese,"Hilary Swank, Gerard Butler, Lisa Kudrow, Gina Gershon, James Marsters, Kathy Bates, Harry Connick Jr., Nellie McKay, Jeffrey Dean Morgan, Dean Winters",United States,"April 1, 2019",2007,126,"When she loses her beloved husband to a brain tumor, grieving widow Holly Kennedy learns that he left a series of letters behind to help her cope.",Dramas
+s4722,Movie,Paan Singh Tomar,Tigmanshu Dhulia,"Irrfan Khan, Mahie Gill, Rajendra Gupta, Brijendra Kala, Jahangir Khan, Vipin Sharma, Zakir Hussain",India,"November 1, 2018",2010,129,Paan Singh Tomar goes from celebrated runner to star brigand and rebel when life after sports fails to unfold as planned.,Action
+s4724,Movie,Paathi,Chandran Narikode,"Indrans, Joy Mathew, Kalabhavan Shajohn, Sasi Kalinga, Santhosh Keezhattoor, Valsala Menon, Seema G. Nair, Parvathi T",India,"July 1, 2018",2017,89,A face painter for Theyyam rituals who is himself disfigured conceals his guilt over the fact that he performs abortions as a medical practitioner.,Dramas
+s4725,TV Show,Paava Kadhaigal,"Sudha Kongara, Vignesh Shivan, Gautham Vasudev Menon, Vetri Maaran","Kalidas Jayaram, Shanthnu Bhagyaraj, Bhavani Sre, Kalki Koechlin, Anjali, Padam Kumar, Prakash Raj, Sai Pallavi, Hari, Gautham Vasudev Menon, Simran",India,"December 18, 2020",2020,1,"At times dark, at times disturbing, four short films explore stories of those who dare to dream and desire — and those determined to stand in their way.",International TV
+s4731,Movie,Pachamama,Juan Antin,"Adam Moussamih, Charli Birdgenau, Vlastra Vrana, Sonja Ball, Alexandre Harough",France,"June 7, 2019",2019,71,"When a sacred statue is taken from his Andean village, a spirited boy who dreams of becoming a shaman goes on a brave mission to get it back.",Children
+s4734,Movie,Pad Man,R. Balki,"Akshay Kumar, Sonam Kapoor, Radhika Apte, Jyoti Subhash, Urmila Mahanta, Suneel Sinha, Sanjay Singh, Rakesh Chaturvedi Om",India,"August 21, 2018",2018,130,"Despite public humiliation and resistance, an entrepreneur markets a hygienic, low-cost sanitary pad that even India's poorest women can afford.",Dramas
+s4736,Movie,Paddleton,Alex Lehmann,"Mark Duplass, Ray Romano",United States,"February 22, 2019",2019,89,"After he's diagnosed with terminal cancer, middle-aged Michael asks his neighbor friend Andy to help him end his life before the disease does.",Comedies
+s4737,Movie,Pagpag: Nine Lives,Frasco Mortiz,"Daniel Padilla, Kathryn Bernardo, Shaina Magdayao, Paulo Avelino, Matet De Leon, Janus del Prado, Miles Ocampo, Clarence Delgado, CJ Navato, Michelle Vito",Philippines,"October 29, 2020",2013,106,"After ignoring superstitions, a group of teenagers find themselves in a fight for their lives when they are haunted — and hunted — by an evil spirit.",Horror Movies
+s4738,Movie,Paharganj,Rakesh Ranjan Kumar,"Lorena Franco, Bijesh Jayarajan, Neet Chowdhary, Rajeev Gaursingh, Karran Jeet, Rajesh Sharma, Gautam Kurup, Poonam Mathur, Salman Khan, Manish Devkush",India,"March 31, 2020",2019,107,"In the underbelly of a Delhi neighborhood, a woman’s search for her missing lover collides with drugs, death and a coach grappling with his demons.",Dramas
+s4739,Movie,Paheli,Amol Palekar,"Shah Rukh Khan, Rani Mukerji, Anupam Kher, Dilip Prabhavalkar, Amitabh Bachchan, Juhi Chawla, Nina Kulkarni, Rajpal Yadav",India,"April 1, 2018",2005,134,Traditional Indian folklore comes alive in this charming film based on a story by Statwart Vijaydan Detha.,Dramas
+s4740,Movie,Pahuna,Paakhi Tyrewala,"Anmol Limbu, Ishika Gurung, Manju Chettri, Banita Lagun, Binod Pradhan, Mahindra Bajgai, Rupa Tamang, Saran Rai",India,"January 7, 2019",2018,82,"Fleeing unrest in their native Nepal, three young siblings separated from their parents must beat the odds to survive on their own in India.",Comedies
+s4741,Movie,Pahuyut Fighting Beat,Piti Jaturaphat,"Nattanun Jantarawetch, David Bueno, Peerawat Herabat, Andrew Koji, Nahatai Lekbumrung, Lex Luther, Tim Man, Micky Nowacki, Sura Sankum, Amornrit Sriphung",Thailand,"July 26, 2018",2007,82,"When profit-seekers threaten to take over a bar in a tourist town, local martial artists put their skills to the test and fight back.",Action
+s4742,Movie,Paid in Full,Charles Stone III,"Wood Harris, Mekhi Phifer, Kevin Carroll, Esai Morales, Chi McBride, Cam'ron, Remo Greene, Cynthia Martells, Elise Neal, Regina Hall, Joyce Walker",United States,"November 1, 2019",2002,98,This fictionalized account of three real-life notorious Harlem drug dealers is told in flashbacks as they plunge into the world of hustling.,Action
+s4743,Movie,Paint It Black,Amber Tamblyn,"Alia Shawkat, Janet McTeer, Rhys Wakefield, Alfred Molina, Emily Rios, Nancy Kwan, John Roberts, Annabelle Attanasio, Ken Davitian",United States,"February 1, 2018",2016,96,"In the wake of a young artist’s suicide, his pianist mother and his despairing girlfriend square off in a living nightmare beset by guilt and blame.",Dramas
+s4744,Movie,Painted Faces,Alex Law,"Sammo Kam-Bo Hung, Ching-Ying Lam, Cheng Pei-pei",Hong Kong,"August 16, 2018",1988,108,"In this dramatized rendition, students undergo rigorous study at Master Yu's Peking Opera school, a cradle for future Hong Kong film stars.",Dramas
+s4747,Movie,Palermo Hollywood,Eduardo Pinto,"Brian Maya, Matías Desiderio, Manuela Pal, Azul Lombardía",Argentina,"October 8, 2020",2004,106,A pair of petty criminals from different backgrounds get tangled up in a gangster's kidnapping scheme that goes awry.,Dramas
+s4749,Movie,Palm Trees in the Snow,Fernando González Molina,"Mario Casas, Adriana Ugarte, Macarena García, Alain Hernández, Laia Costa, Emilio Gutiérrez Caba, Berta Vázquez, Daniel Grao",Spain,"May 1, 2016",2015,163,"Finding a tantalizing clue in an old letter, a young woman journeys to her family's tropical plantation to uncover generations of secrets.",Dramas
+s4750,Movie,Pan's Labyrinth,Guillermo del Toro,"Ivana Baquero, Sergi López, Maribel Verdú, Doug Jones, Ariadna Gil, Álex Angulo, Manolo Solo, César Vea, Roger Casamajor, Sergi Lopez",Mexico,"January 1, 2020",2006,119,Young Ofelia meets a mythical faun who claims she is destined to become princess of the Underworld. But first she must carry out three perilous tasks.,Dramas
+s4752,Movie,Pandigai,Feroz,"Kreshna, Anandhi, Saravanan, Madhusudhanan, Black Pandi, Nitin Sathyaa, Aruldass, Karunas, Shanmugha Rajan, Prinz Nithik",India,"January 15, 2019",2017,125,"Looking for a way out of his impoverished life, a lowly hotel waiter joins an underground fight club. Then he needs a way out of that.",Action
+s4753,Movie,Pandora,Jung-woo Park,"Nam-gil Kim, Young-ae Kim, Jeong-hee Moon, Joo-hyun Kim, Jin-young Jung, Kyeong-yeong Lee, Shin-il Kang, Dae-Myung Kim, Seung-mok Yoo, Myung-min Kim",South Korea,"March 17, 2017",2016,137,"When an earthquake hits a Korean village housing a run-down nuclear power plant, a man risks his life to save the country from imminent disaster.",Dramas
+s4754,Movie,Panic Room,David Fincher,"Jodie Foster, Forest Whitaker, Dwight Yoakam, Jared Leto, Kristen Stewart, Ann Magnuson, Ian Buchanan, Patrick Bauchau, Paul Schulze",United States,"August 1, 2019",2002,112,A woman and her daughter are caught in a game of cat-and-mouse with burglars in their New York City home and are forced to retreat inside a vault.,Thrillers
+s4755,Movie,Panipat - The Great Betrayal,Ashutosh Gowariker,"Sanjay Dutt, Arjun Kapoor, Kriti Sanon, Zeenat Aman, Mohnish Bahl, Padmini Kolhapure, Kunal Kapoor, Suhasini Mulay",India,"February 14, 2020",2019,171,"In 18th-century India, a Maratha commander leads his army in preparation for a fierce battle against Afghan invaders in this film based on real events.",Dramas
+s4756,Movie,Panoptic,Rana Eid,Rana Eid,Lebanon,"October 19, 2020",2017,69,This documentary dissects Lebanon's present-day paradoxes stemming from years of conflict as the director attempts to reconcile with her nation's past.,Documentaries
+s4757,Movie,Pants on Fire,Jonathan A. Rosenbaum,"Bradley Steven Perry, Joshua J. Ballard, Tyrel Jackson Williams, Brittney Wilson, Taylor Russell, Nicholas Coombe, Rachelle Gillis, Kevin O'Grady",Canada,"March 1, 2019",2014,87,Jealous girlfriends and aliens are just some of the things Jack lied about to become popular. Now the lies are coming to life and ruining everything.,Children
+s4758,Movie,Papa the Great,Bhagyaraj,"Krishan Kumar, Nagma, Satya Prakash, Master Bobby, Satish Kaushik, Laxmikant Berde, Mahavir Shah, Anil Dhawan, Shama Deshpande, Shatrughan Sinha",India,"December 8, 2017",2000,137,"After witnessing a murder, a meek family man must summon his courage when he finds himself on the wrong side of a notorious gangster.",Comedies
+s4759,Movie,Paper Year,Rebecca Addelman,"Hamish Linklater, Eve Hewson, Avan Jogia, Andie MacDowell",Canada,"April 20, 2019",2018,89,"A young newlywed tries to keep her relationship afloat after developing feelings for her older, TV writer boss.",Dramas
+s4762,Movie,Paradise Beach,Xavier Durringer,"Sami Bouajila, Tewfik Jallab, Mélanie Doutey, Hugo Becker, Kool Shen, Hubert Koundé, Seth Gueko, Sonia Couling, Chalad Na Songkhla, Flore Bonaventura, Nessbeal, Dorian N'Goumou dit Dosseh, Hache-P",France,"November 8, 2019",2019,94,"Mehdi gets out of prison, planning to settle old scores. But first, he must reconnect with his gang, now living in an idyllic beach resort in Thailand.",Action
+s4763,Movie,Paradise Lost,Monique Gardenberg,"Júlio Andrade, Lee Taylor, Hermila Guedes, Julia Konrad, Erasmo Carlos, Marjorie Estiano, Seu Jorge, Jaloo, Felipe Abib, Humberto Carrão, Malu Galli",Brazil,"September 29, 2018",2018,111,"A cop moonlights as the bodyguard for a young drag queen at a nightclub, and grows closer to the family of misfit singers that perform there.",Dramas
+s4765,Movie,Paradox,Daryl Hannah,"Neil Young, Lukas Nelson, Micah Nelson, Corey McCormick, Anthony Logerfo, Tato",United States,"March 23, 2018",2018,74,Neil Young and his band of outlaws sow seeds of strange mischief and musical wonder under Western skies in this dreamlike film by Daryl Hannah.,Dramas
+s4768,Movie,Paranormal Activity,Oren Peli,"Katie Featherston, Randy McDowell, Amber Armstrong, Mark Fredrichs, Micah Sloat, Ashley Palmer, James Piper",United States,"January 1, 2020",2007,86,"When Katie and Micah fear their home may be haunted by a demonic presence, Micah sets up a video camera to document all the action.",Horror Movies
+s4769,Movie,Paranormal Investigation,Franck Phelizon,"Andrei Indreies, Jean-Baptiste Heuet, Jose Atuncar, Pierre Porquet, Claudine Bertin, Gabriella Jordan, Effie Rey, Catalin Morar, Antoine Rodriguez",United States,"March 1, 2019",2018,93,"When a young man becomes possessed after playing a Ouija game, a ghost hunter investigates the evil spirit dwelling within him.",Horror Movies
+s4771,Movie,ParaNorman,"Sam Fell, Chris Butler","Kodi Smit-McPhee, Tucker Albrizzi, Anna Kendrick, Casey Affleck, Christopher Mintz-Plasse, Leslie Mann, Jeff Garlin, Elaine Stritch, Bernard Hill, Jodelle Ferland, Tempestt Bledsoe, Alex Borstein, John Goodman",United States,"October 18, 2020",2012,93,"When an army of zombies invades a small town, it's up to an odd local boy with a knack for communicating with the dead to save the day.",Children
+s4774,Movie,Pardes,Subhash Ghai,"Shah Rukh Khan, Amrish Puri, Mahima Chaudhry, Apoorva Agnihotri, Alok Nath, Himani Shivpuri, Padmavati Rao, Madhuri Bhatia, Dina Pathak, Benu Kalsi, Anand Balraj, Ajay Nagrath, Deepak Qazir, Shashi Sharma, Smita Jaykar, Pavan Malhotra, Aditya Narayan, Subhash Ghai",India,"March 1, 2018",1997,187,"Prompted by loyalty, Arjun plays matchmaker between his philandering foster brother and a conservative girl but winds up falling in love himself.",Dramas
+s4775,Movie,Pareeth Pandaari,Gafoor Y. Elliyaas,"Kalabhavan Shajohn, Sajitha Madathil, Jaffer Idukki, Sunil Sukhada, Joy Mathew, Ansiba",India,"July 1, 2018",2017,109,"As the parents of three unmarried daughters, a humble cook and his wife contend with the challenges of matchmaking and social expectations.",Dramas
+s4776,Movie,Pari,Syed Atif Ali,"Junaid Akhtar, Azekah Daniel, Khushi Maheen, Saleem Mairaj, Qavi Khan, Rasheed Naz, Faiq Asim",Pakistan,"January 15, 2019",2018,116,"When their daughter exhibits strange behavior after moving into their new home, a couple must come to terms with who she really is.",Horror Movies
+s4778,Movie,Paris Is Us,Elisabeth Vogler,"Noémie Schmidt, Grégoire Isvarine, Marie Mottet, Lou Castel, Mathias Minne, Margaux Bonin, Julia Kouakou, Alexandre Schreiber, Schemci Lauth, Theo Tagand, Clément Olivieri, Doria Achour",France,"February 22, 2019",2019,84,"Amid a turbulent romance and rising tensions in Paris, a young woman finds herself caught in a dizzying spiral of dreams, memories and what-ifs.",Dramas
+s4779,Movie,Park Na-rae: Glamour Warning,Kim Joo-hyung,Park Na-rae,South Korea,"October 16, 2019",2019,63,"Korea’s beloved comedian and favorite big sister figure talks sex, relationships and celebrity life. And she’s sassier and dirtier than ever before.",Stand-Up
+s4781,Movie,Parmanu: The Story of Pokhran,Abhishek Sharma,"John Abraham, Boman Irani, Diana Penty, Anuja Sathe, Yogendra Tikku, Aditya Hitkari, Vikas Kumar, Ajay Shankar, Darshan Pandya, Mark Benington",India,"July 25, 2018",2018,124,"A dedicated government official puts his career in jeopardy by insisting that India become a nuclear power, a goal that powerful forces resist.",Dramas
+s4782,Movie,Parrot Sketch Not Included: Twenty Years of Monty Python,Ian MacNaughton,"Steve Martin, John Cleese, Graham Chapman, Terry Gilliam, Eric Idle, Terry Jones, Michael Palin, Carol Cleveland, Connie Booth",United Kingdom,"October 2, 2018",1989,72,"Presented by Steve Martin, this anthology draws from “Flying Circus” and “Fliegender Zirkus” to mark the 20th anniversary of the TV series.",Comedies
+s4786,Movie,Paskal,Adrian Teh,"Hairul Azreen, Ammar Alfian, Jasmine Suraya, Henley Hii, Hafizul Kamal, Theebaan Govindasamy, Gambit Saifullah, Taufiq Hanafi, Nam Ron, Amerul Affendi, Tiger Chen",Malaysia,"March 15, 2019",2018,115,Naval unit PASKAL is among the most elite special forces in Malaysia. But all bets are off when one of its own stages a hijacking. Based on true events.,Action
+s4787,Movie,Passenger 57,Kevin Hooks,"Wesley Snipes, Bruce Payne, Tom Sizemore, Alex Datcher, Bruce Greenwood, Elizabeth Hurley, Michael Horse, Marc Macaulay, Ernie Lively",United States,"January 1, 2021",1992,84,Air marshal John Cutter must stop notorious terrorist Charles Rane from killing hostages on board a flight that should have delivered Rane to jail.,Action
+s4790,Movie,Patiala House,Nikhil Advani,"Rishi Kapoor, Dimple Kapadia, Akshay Kumar, Anushka Sharma, Tinnu Anand, Soni Razdan, Prem Chopra, Masood Akhtar, Jeneva Talwar, Suparna Marwah",India,"October 22, 2017",2011,140,"A talented young Indian cricket player must defy his father's wishes to play for the side of England, a rebellion his siblings quietly cheer.",Dramas
+s4792,Movie,Patria,Matías Gueilburt,Paco Ignacio Taibo II,Mexico,"January 18, 2019",2019,90,"Paco Ignacio Taibo II brings his book trilogy to life, highlighting Mexico's history in 1854-1867, a period he considers foundational to the country.",Documentaries
+s4793,Movie,PATRICK (2019),Mandie Fletcher,"Beattie Edmondson, Ed Skrein, Tom Bennett, Jennifer Saunders",United Kingdom,"May 16, 2019",2019,94,"When a schoolteacher inherits an adorable pug, she has to find a way to take care of it while dealing with her flatlining love life.",Comedies
+s4795,Movie,Patriot Games,Phillip Noyce,"Harrison Ford, Anne Archer, Patrick Bergin, Sean Bean, Thora Birch, James Fox, Samuel L. Jackson, Polly Walker, J.E. Freeman, James Earl Jones, Richard Harris",United States,"January 1, 2020",1992,117,CIA desk jockey Jack Ryan plunges into the heart of international terrorism after spoiling an assassination attempt on a British royal family member.,Action
+s4796,Movie,Patron Mutlu Son Istiyor,Kıvanç Baruönü,"Tolga Çevik, Ezgi Mola, Murat Başoğlu, Erkan Can, Ersin Korkut, Mustafa Uzunyılmaz, Nusret Çetinel, Ayşenur Yazıcı",Turkey,"March 10, 2017",2014,105,"Sent to a remote village to write a screenplay, Sinan finds inspiration to spare in colorful locals, farcical misadventures and the craziness of love.",Comedies
+s4797,Movie,Patton Oswalt: Annihilation,Bobcat Goldthwait,Patton Oswalt,United States,"October 17, 2017",2017,66,"By turns scathing and candid, Patton Oswalt reflects on the glut of comic material in the Trump era and the dark days following a personal tragedy.",Stand-Up
+s4798,TV Show,Patton Oswalt: I Love Everything,Marcus Raboy,"Patton Oswalt, Bob Rubin",United States,"May 19, 2020",2020,1,Turning 50. Finding love again. Buying a house. Experiencing existential dread at Denny's. Life comes at Patton Oswalt fast in this stand-up special.,Stand-Up
+s4800,Movie,Paul Blart: Mall Cop,Steve Carr,"Kevin James, Keir O'Donnell, Jayma Mays, Raini Rodriguez, Shirley Knight, Stephen Rannazzisi, Peter Gerety, Bobby Cannavale, Adam Ferrara, Jamal Mixon, Adhir Kalyan, Gary Valentine",United States,"November 1, 2020",2009,91,An overzealous security guard finds himself in over his head when he tries to thwart a criminal mastermind's plot to rob an entire shopping mall.,Action
+s4802,Movie,Paulettante Veedu,Dileep Narayanan,"Saikumar, Amal Unnithan, Manasa Radhakrishnan, K.P.A.C. Lalitha, Sudheer Karamana, Seema G. Nair",India,"July 1, 2018",2016,104,"A wealthy businessman's miserly habits cause no small amount of stress and embarrassment to his family, particularly his daughter.",Dramas
+s4804,Movie,Payday,Cheta Chukwu,"Baaj Adebule, Ebiye Victor, Meg Otanwa, Bisola Aiyeola, Mawuli Gavor, Zack Orji, Segilola Ogidan",Nigeria,"November 29, 2019",2018,110,"After an expensive night out, two flatmates get tangled in an overnight misadventure to recover their rent money to pay their dead landlord's daughter.",Comedies
+s4805,Movie,Paying Guests,Paritosh Painter,"Shreyas Talpade, Javed Jaffrey, Aashish Chaudhary, Vatsal Seth, Celina Jaitly, Johnny Lever, Delnaaz Paul, Riya Sen, Sayali Bhagat, Neha Dhupia",India,"July 1, 2018",2009,114,"Desperate for a place to live, twentysomething bachelors Parikshit, Jayesh, Parag and Bhavesh finally locate a house to rent, only to learn that the landlords will consider married applicants only.",Comedies
+s4806,Movie,Peace Haven,Suman Ghosh,"Soumitra Chatterjee, Paran Banerjee, Arun Mukherjee, Sujan Mukherjee",India,"October 1, 2018",2016,73,Complications around the cremation of their deceased friend inspire three septuagenarian friends to build their own mortuary.,Comedies
+s4809,Movie,Pedal the World,Felix Starck,Felix Starck,Germany,"June 1, 2018",2015,85,"Over the course of one memorable and adventure-filled year, Felix Starck documents his 18,000-kilometer bicycle journey across 22 countries.",Documentaries
+s4810,Movie,Pee Mak,Banjong Pisanthanakun,"Mario Maurer, Davika Hoorne, Nattapong Chartpong, Pongsatorn Jongwilak, Wiwat Kongrasri, Kantapat Permpoonpatcharasuk, Sean Jindachot",Thailand,"September 1, 2018",2013,112,"Mak's friends just want to protect him, but his wife Nak won't let a small thing like her own death get in the way of true love in this horror-comedy.",Comedies
+s4811,Movie,Pee-wee's Big Holiday,John Lee,"Paul Reubens, Joe Manganiello, Jessica Pohly, Alia Shawkat, Stephanie Beatriz, Brad William Henke, Hal Landon Jr., Diane Salinger, Patrick Egan, Tara Buck, Richard Riehle",United States,"March 18, 2016",2016,90,A chance encounter with a mysterious stranger (Joe Manganiello) points Pee-wee toward his destiny – and his first-ever holiday!,Children
+s4813,Movie,Pee-wee's Playhouse: Christmas Special,"Paul Reubens, Wayne Orr","Paul Reubens, Annette Funicello, Frankie Avalon, Grace Jones, k.d. lang, Dinah Shore, Little Richard, Cher, Eadie del Rubio, Magic Johnson, Elena del Rubio, Zsa Zsa Gabor, Milly del Rubio, Whoopi Goldberg, Oprah Winfrey, Joan Rivers",United States,"December 18, 2014",1988,48,"Amid an avalanche of stars, Pee-wee straps on his ice skates and glides into the holiday season with Christmas cards, carols ... and Charo.",Uncategorized
+s4814,Movie,Peepli Live,"Anusha Rizvi, Mahmood Farooqui","Omkar Das Manikpuri, Raghuvir Yadav, Malaika Shenoy, Nawazuddin Siddiqui, Naseeruddin Shah, Sitaram Panchal, Shalini Vatsa, Farrukh Jaffar, Aamir Bashir, Vishal Om Prakash",India,"January 10, 2021",2010,109,Two indigent farmers consider suicide so that their families can collect a government subsidy that's paid to the relatives of deceased farmers.,Comedies
+s4815,Movie,Pegasus,Han Han,"Shen Teng, Yin Zheng, Johnny Huang, Zhang Benyu, Yin Fang, Tian Yu, Wei Xiang",China,"May 31, 2019",2019,98,"After a five-year suspension, a once-legendary race car driver decides to get back in the game against a new generation of opponents.",Comedies
+s4816,Movie,Pek Yakında,Cem Yılmaz,"Cem Yılmaz, Tülin Özen, Ozan Güven, Özkan Uğur, Zafer Algöz, Cengiz Bozkurt, Cahit Gök, Bahtiyar Engin, Mazhar Alanson, Metin Coşkun, Tuğrul Tülek",Turkey,"July 1, 2020",2014,134,"An ex-movie extra plans to win his wife back by making a fantasy film, but neither he nor his crew has a knack for filmmaking.",Comedies
+s4817,Movie,Pekak,Mohd Khairul Azri Bin Md Noor,"Zahiril Adzim, Sharifah Amani, Amerul Affendi, Sharifah Sakinah, Iedil Putra, Zaidi Omar, Joe Flizzow, Chew Kin-Wah",Malaysia,"August 25, 2017",2016,95,"Desperate to escape her tyrannical father, a rebellious teen befriends a deaf drug pusher who's saving up his money for cochlear implants.",Dramas
+s4818,Movie,Penalty,Shubham Singh,"Lukram Smil, Manjot Singh, Shashank Arora, Kay Kay Menon, Aakash Dabhade, Srishti Jain, Bijou Thaangjam, Mohit Nain, Ashwin Kaushal",India,"July 5, 2020",2019,125,"At a Lucknow college, an aspiring football player’s dream of playing nationally is threatened when he faces discrimination for his Manipuri background.",Dramas
+s4819,Movie,Penalty Kick,Rodrigo Triana,"Adrián Uribe, Julieth Restrepo, Carlos Manuel Vesga, José Sefami, Mary Paz Mata, Alicia Sandoval, Teresa Monroy, Eduardo Ibarrola",Colombia,"June 29, 2018",2018,89,"Convinced Mexico will lose the World Cup qualifier without him, a soccer superfan faces an impossible choice when family obligations stand in his way.",Comedies
+s4820,Movie,Penelope,Mark Palansky,"Christina Ricci, James McAvoy, Catherine O'Hara, Peter Dinklage, Simon Woods",United Kingdom,"April 1, 2019",2006,89,"In this modern fairy tale, a young woman cursed with the nose of a pig lives her life in seclusion – until an unlikely beau stumbles onto the scene.",Children
+s4824,Movie,People You May Know,J.C. Falcón,"Sean Maher, Andrea Grano, Mark Cirillo, Nacho San José, Curt Hansen, Trey McCurley, Jimmy Shaw, Carmen Maura",United States,"February 28, 2017",2016,108,The lives of several friends are thrown into chaos when a woman becomes pregnant by her husband's gay best friend after a drunken one-night stand.,Dramas
+s4825,Movie,Peppermint,Pierre Morel,"Jennifer Garner, John Ortiz, John Gallagher Jr., Juan Pablo Raba, Annie Ilonzeh, Jeff Hephner, Pell James, Method Man, Cailey Fleming, Tyson Ritter",Hong Kong,"December 1, 2020",2018,102,"After her family is murdered, a mild-mannered mom remakes herself into a badass vigilante in order to exact violent justice.",Action
+s4827,Movie,Perdida,Alejandro Montiel,"Luisana Lopilato, Amaia Salamanca, Rafael Spregelburd, Nicolás Furtado, Oriana Sabatini, Pedro Casablanc, Arancha Martí, Carlos Alcántara, María Onetto, Sara Sálamo",Argentina,"August 9, 2018",2018,104,"A policewoman whose childhood friend disappeared in Patagonia years ago starts a new search to find answers, and soon finds her own life in danger.",Dramas
+s4828,Movie,Perfect Bid: The Contestant Who Knew Too Much,C.J. Wallis,Theodore Slauson,Canada,"April 30, 2019",2017,72,"A ""Price Is Right"" superfan brings a bit of scandal to the long-running show by figuring out the answers to the questions before they're asked.",Documentaries
+s4829,Movie,Perfect Stranger,James Foley,"Halle Berry, Bruce Willis, Giovanni Ribisi, Richard Portnow, Gary Dourdan, Florencia Lozano, Nicki Aycox, Kathleen Chalfant, Gordon MacDonald, Daniella Van Graas",United States,"January 1, 2019",2007,109,Ro risks her life to discover the identity of a stranger lurking on the Internet who might hold the answers to her friend's murder.,Thrillers
+s4833,TV Show,Persona,"Lee Kyoungmi, Yim Pilsung, Jeon Go-woon, Kim Jong-kwan","Lee Ji-eun (IU), Bae Doona, Park Hae Soo, Kim Tae-hun, Shim Dal-gi, Lee Sung-wook, Jung Jun Won",South Korea,"April 11, 2019",2019,1,An exploration of different personas in an eclectic collection of four works by critically acclaimed Korean directors.,International TV
+s4834,Movie,Personal Shopper,Olivier Assayas,"Kristen Stewart, Lars Eidinger, Sigrid Bouaziz, Anders Danielsen Lie, Ty Olwin, Hammou Graïa, Nora von Waldstätten, Benjamin Biolay, Audrey Bonnet, Pascal Rambert",France,"February 1, 2019",2016,105,"A psychic medium takes a job as personal shopper for a spoiled celebrity in order to contact the spirit of her brother, who owned her employer's home.",Dramas
+s4835,Movie,Pete Davidson: Alive From New York,Jason Orley,Pete Davidson,United States,"February 25, 2020",2020,50,"Comedian and ""SNL"" star Pete Davidson drops a candid and intimate stand-up special shot live in New York City.",Stand-Up
+s4836,Movie,Peter and the Farm,Tony Stone,Peter Dunning,United States,"March 9, 2017",2016,92,"His hilltop farm in Vermont may be bucolic, but making ends meet is a backbreaking challenge for grizzled, hard-drinking organic farmer Peter Dunning.",Documentaries
+s4837,Movie,Peter Rabbit,Will Gluck,"James Corden, Domhnall Gleeson, Rose Byrne, Margot Robbie, Daisy Ridley, Elizabeth Debicki, Vauxhall Jermaine, Marianne Jean-Baptiste, Sia, Colin Moody",United States,"August 18, 2018",2018,95,"In this mix of live action and CGI, rascally Peter Rabbit faces a tough new foe in his ongoing battle for the veggies in Mr. McGregor's garden.",Children
+s4838,Movie,Pets United,Reinhard Klooss,"Patrick Roche, Natalie Dormer, Eddie Marsan, Felix Auer, Jeff Burrell, Harvey Friedman, Marty Sander, Ian Odle, Bryan Larkin",Germany,"September 11, 2020",2020,93,A street-smart dog and a pampered cat join forces to lead a pack of unlikely heroes when their city is seized by its evil mayor — and his robot army.,Children
+s4839,Movie,Petta,Karthik Subbaraj,"Rajnikanth, Vijay Sethupathi, M. Sasikumar, Nawazuddin Siddiqui, Trisha Krishnan, Simran",India,"April 5, 2019",2019,170,"An affable, newly appointed college warden proves to be no ordinary man when an old enemy resurfaces and exposes his complicated, violent past.",Action
+s4841,Movie,Pettersson and Findus 2,Ali Samadi Ahadi,"Stefan Kurt, Marianne Sägebrecht, Max Herbrechter",Germany,"November 1, 2017",2016,82,"Christmas is just around the corner, but Pettersson and Findus are worried the snowy weather (and lack of a tree) may keep them from celebrating.",Children
+s4843,Movie,Phantom,Kabir Khan,"Saif Ali Khan, Katrina Kaif, Sabyasachi Chakraborty, Mohammed Zeeshan Ayyub, Sohaila Kapoor, Denzil Smith",India,"October 1, 2018",2015,129,India's primary intelligence agency sends an enigmatic operative on a top-secret mission to avenge the 11/26 terrorist attack on Mumbai.,Action
+s4844,Movie,Phantom Boy,"Jean-Loup Felicioli, Alain Gagnol","Marcus D'Angelo, Vincent D'Onofrio, Fred Armisen, Jared Padalecki, Joey Camen, Brian T. Delaney, Melissa Disney, Bill Lobley, Amanda Céline Miller, Dana Snyder, Stephanie Sheh",France,"October 1, 2017",2015,85,A boy whose illness allows him to float outside his body uses his newfound skill to help a cop take on a madman who's terrorizing New York City.,Action
+s4845,Movie,Philadelphia,Jonathan Demme,"Tom Hanks, Denzel Washington, Jason Robards, Mary Steenburgen, Antonio Banderas, Ron Vawter, Robert Ridgely, Charles Napier, Lisa Summerour, Obba Babatundé",United States,"July 1, 2019",1993,126,Philadelphia attorney Andrew Beckett launches a wrongful termination suit against his law firm when they fire him because he's gay and HIV-positive.,Classic Movies
+s4846,Movie,Phir Bhi Dil Hai Hindustani,Aziz Mirza,"Shah Rukh Khan, Juhi Chawla, Paresh Rawal, Satish Shah, Dilip Tahil, Govind Namdeo, Smita Jaykar, Shakti Kapoor, Johnny Lever",India,"April 1, 2018",2000,159,"In this Bollywood entertainment, two journalists, Ajay and Ria, work for rival TV stations and compete heavily to mask their feelings for each other.",Comedies
+s4847,Movie,Phir Hera Pheri,Neeraj Vora,"Akshay Kumar, Sunil Shetty, Paresh Rawal, Bipasha Basu, Rimi Sen, Johny Lever, Manoj Joshi, Rajpal Yadav, Sharat Saxena, Suresh Menon",India,"October 12, 2020",2006,150,"Driven by greed, three rich friends seek to double their wealth and find themselves indebted to a ruthless gangster.",Comedies
+s4848,Movie,Phir Se,"Ajay Bhuyan, Kunal Kohli","Kunal Kohli, Jennifer Winget, Sumona Chakravarti, Sushmita Mukherjee, Kanwaljit Singh, Dalip Tahil, Rajit Kapoor",India,"January 15, 2018",2015,118,"The paths of a man and a woman, who have both been recently divorced from their spouses, intersect at an art exhibition in London.",International Movies
+s4849,Movie,Phobia 2,"Banjong Pisanthanakun, Paween Purikitpanya, Songyos Sugmakanan, Parkpoom Wongpoom, Visute Poolvoralaks","Jirayu La-ongmanee, Charlie Trairat, Worrawech Danuwong, Marsha Wattanapanich, Nicole Theriault, Chumphorn Thepphithak, Gacha Plienwithi, Suteerush Channukool, Peeratchai Roompol, Nattapong Chartpong",Thailand,"September 5, 2018",2009,125,"From disfiguring punishments to festering souls, Thai horror masters present five supernatural tales of karma in this sequel to the 4bia anthology.",Horror Movies
+s4850,Movie,Phone Swap,Kunle Afolayan,"Wale Ojo, Nse Ikpe-Etim, Lydia Forson, Joke Silva, Chika Okpala, Ada Ameh, Hafeez Oyetoro, Chika Chukwu",Nigeria,"September 1, 2019",2012,112,A fashion designer and an arrogant businessman reluctantly try to help each other after accidentally swapping phones in the airport.,Comedies
+s4851,Movie,PhotoCopy,Vijay Maurya,"Parna Pethe, Chetan Chitnis, Anshuman Joshi, Aashay Kulkarni, Vandana Gupte, Girish Oak",India,"September 10, 2020",2016,138,"Posing as her bubbly identical twin for a quiz contest, a shy student crushes on a fellow participant, who falls for her — thinking she’s her sister.",Comedies
+s4852,Movie,Phullu,Abhishek Saxena,"Sharib Hashmi, Nutan Surya, Jyotii Sethi, Inaamulhaq, Trisha Kale, Namya Saxena, Shivam Pradhan, Kimti Anand, Paras Raj Gandhi",India,"December 31, 2019",2017,96,"Struck by the lack of clean resources for menstruating women in his village, a jobless loafer braves social stigmas to create low-cost sanitary napkins.",Dramas
+s4854,Movie,Pickpockets,Peter Webber,"Carlos Bardem, Natalia Reyes, Emiliano Pernia, Duban Prado, Marcela Mar",Colombia,"April 12, 2018",2017,108,Aspiring teen thieves learn what it takes to be successful pickpockets on the streets of Bogotá from a master in the arts of trickery and deception.,Dramas
+s4855,Movie,Pieces of a Woman,Kornél Mundruczó,"Vanessa Kirby, Shia LaBeouf, Ellen Burstyn, Molly Parker, Sarah Snook, Iliza Shlesinger, Benny Safdie, Jimmie Fails",Canada,"January 7, 2021",2020,128,"A heartbreaking home birth leaves a woman grappling with the profound emotional fallout, isolated from her partner and family by a chasm of grief.",Dramas
+s4856,Movie,Piercing,Nicolas Pesce,"Christopher Abbott, Mia Wasikowska, Laia Costa, Marin Ireland, Maria Dizzia, Wendell Pierce, Olivia Bond, Dakota Lustick",United States,"November 1, 2020",2018,81,A family man plots to kill a spellbinding sex worker but ends up in a psychosexual exercise to outwit his twisted target.,Dramas
+s4857,Movie,Pierre Jackson,Christopher Nolen,"Trae Ireland, Chrystee Pharris, Brian Hooks, Dawnisha Halfkenny, Ebony Byrd Wesley, Simeon Henderson, Marquita Goings, Lew Collins, Kendra Gilliams, Caneil Oliver",United States,"June 29, 2019",2018,81,"In the midst of ann arduous divorce battle, a real estate tycoon opts for a life of partying and sex until feelings for his childhood friend surface.",Romantic Movies
+s4858,Movie,Pihu,Vinod Kapri,Pihu Myra Vishwakarma,India,"June 15, 2019",2018,90,"A two-year-old must fend for herself when her mother suddenly passes away while her father is gone for a conference, leaving her prone to danger.",Dramas
+s4860,Movie,Pimpal,Gajendra Ahire,"Dilip Prabhavalkar, Priya Bapat, Kishore Kadam, Vrinda Gajendra, Alok Rajwade, Sakhi Gokhale",India,"November 15, 2018",2017,92,"As a lonely widower prepares to leave India to live with his children in America, he looks back on past memories and unfinished business.",Dramas
+s4861,TV Show,Pine Gap,Mat King,"Parker Sawyers, Jacqueline McKenzie, Steve Toussaint, Tess Haubrich, Stephen Curry, Lewis Fitz-Gerald, Mark Leonard Winter",Australia,"December 7, 2018",2018,1,"At top-secret U.S.-Australian joint defense facility Pine Gap, fissures appear in the critical alliance as spies work with, and against, each other.",International TV
+s4862,Movie,Pineapple Express,David Gordon Green,"Seth Rogen, James Franco, Danny McBride, Kevin Corrigan, Craig Robinson, Gary Cole, Rosie Perez, Ed Begley Jr., Nora Dunn, Amber Heard",United States,"September 1, 2020",2008,112,"After witnessing a murder, a perpetually stoned process server and his good-natured dealer go on the run from a drug lord who's out to kill them.",Action
+s4863,Movie,Pink,Aniruddha Roy Chowdhury,"Tapsee Pannu, Kirti Kulhari, Andrea Tariang, Amitabh Bachchan, Piyush Mishra, Angad Bedi, Vijay Varma, Raashul Tandon, Tushar Pandey, Dhritiman Chatterjee, Mamata Shankar",India,"January 20, 2017",2016,130,"A sexual assault victim, unjustly tried for the attempted murder of her attacker, is defended by a retired lawyer who challenges India's rape culture.",Dramas
+s4866,Movie,Pinky Memsaab,Shazia Ali Khan,"Hajira Yamin, Kiran Malik, Adnan Jaffar, Sunny Hinduja, Khalid Ahmed, Shamim Hilaly, Hajrah Khan, Ahmed Ali Khan",Pakistan,"April 1, 2019",2018,124,"When a guileless young woman becomes the domestic worker in a wealthy Dubai household, her bond with her posh employer changes both of their lives.",Dramas
+s4869,Movie,Pitaah,Mahesh Manjrekar,"Sanjay Dutt, Nandita Das, Om Puri, Jackie Shroff, Mita Vashisht, Sachin Khedekar, Anjan Srivastav, Dinesh Anand, Mink Singh, Siddharth",India,"March 1, 2018",2002,127,"Thakur Avadh is an evil landlord in a remote village who rules with an iron fist. His two sons live a debauched life, knowing that their father will bail them out of any scrape.",Dramas
+s4870,Movie,Pizza,Akshay Akkineni,"Akshay Oberoi, Parvathy Omanakuttan, Arunoday Singh, Dipannita Sharma, Rajesh Sharma, Omkar Das Manikpuri, Hussain Dalal, D. Santosh",India,"October 1, 2018",2014,102,A pizza delivery boy who doesn't believe in the supernatural is forced to confront his convictions after being trapped in a house on his route.,Horror Movies
+s4871,Movie,"Pizza, birra, faso","Israel Adrián Caetano, Bruno Stagnaro","Héctor Anglada, Jorge Sesán, Pamela Jordán, Adrián Yospe, Daniel Di Biase, Walter Díaz, Martín Adjemián, Elena Cánepa, Rubén Rodríguez, Tony Lestingi, Alejandro Pous",Argentina,"March 15, 2018",1998,81,A group of hardscrabble young thieves in Argentina decide to leave their boss and plan heists on their own.,Dramas
+s4873,Movie,PK,Rajkumar Hirani,"Aamir Khan, Anuskha Sharma, Sanjay Dutt, Saurabh Shukla, Parikshat Sahni, Sushant Singh Rajput, Boman Irani, Rukhsar",India,"September 6, 2018",2014,146,Aamir Khan teams with director Rajkumar Hirani to play a social crusader in a political satire on the state of corruption in India.,Comedies
+s4874,Movie,"Plaire, aimer et courir vite",Christophe Honoré,"Vincent Lacoste, Pierre Deladonchamps, Denis Podalydès, Adèle Wismes, Thomas Gonzalez, Clement Metayer, Quentin Thébault, Tristan Farge, Sophie Letourneur",France,"July 13, 2019",2018,133,"When a Paris-based writer with AIDS meets a college student exploring his sexuality, romance blossoms in his waning days.",Dramas
+s4875,Movie,Planet 51,Jorge Blanco,"Dwayne Johnson, Jessica Biel, Justin Long, Gary Oldman, Seann William Scott, John Cleese, Freddie Benedict, Alan Marriott, Mathew Horne, James Corden",Spain,"January 23, 2019",2009,91,"After landing on a planet reminiscent of 1950s suburbia, a human astronaut tries to avoid capture, recover his spaceship and make it home safely.",Children
+s4877,TV Show,Planet Earth: The Complete Collection,Alastair Fothergill,David Attenborough,United Kingdom,"April 22, 2015",2006,1,This landmark series transports nature lovers from the Himalayan Mountains to the depths of the ocean and everywhere in between.,British TV
+s4878,Movie,Planet Hulk,Sam Liu,"Rick D. Wasserman, Lisa Ann Beley, Mark Hildreth, Liam O'Brien, Kevin Michael Richardson, Sam Vincent, Advah Soudack, Michael Kopsa, Paul Dobson, Marc Worden",United States,"June 1, 2020",2010,81,"When Earth's superheroes exile the volatile Incredible Hulk to a distant planet called Sakaar, the muscle-bound green monster is sold into slavery.",Action
+s4879,Movie,Planetarium,Rebecca Zlotowski,"Natalie Portman, Lily-Rose Depp, Emmanuel Salinger, Amira Casar, Pierre Salvadori, Louis Garrel",France,"January 1, 2018",2016,108,"In pre-World War II France, two sisters purport to be able to communicate with the dead and soon catch the eye of an ambitious filmmaker.",Dramas
+s4880,Movie,Platoon,Oliver Stone,"Tom Berenger, Willem Dafoe, Charlie Sheen, Forest Whitaker, Francesco Quinn, John C. McGinley, Richard Edson, Kevin Dillon, Reggie Johnson, Keith David",United States,"November 1, 2020",1986,120,A soldier grows disillusioned as he's caught between rival sergeants in this semi-autobiographical Vietnam War drama from writer-director Oliver Stone.,Action
+s4881,Movie,Players,"Abbas Alibhai Burmawalla, Mastan Alibhai Burmawalla","Vinod Khanna, Abhishek Bachchan, Bobby Deol, Sonam Kapoor, Bipasha Basu, Neil Nitin Mukesh, Sikander Kher, Omi Vaidya, Johny Lever, Shweta Bhardwaj",India,"July 5, 2020",2012,162,"Learning of a fortune in gold being secretly shipped to Romania, master thieves Charlie and Riya assemble a crack team to steal it.",Action
+s4882,Movie,Playing for Keeps,Gabriele Muccino,"Gerard Butler, Jessica Biel, Catherine Zeta-Jones, Dennis Quaid, Uma Thurman, Judy Greer, Noah Lomax, James Tupper, Abella Wyss, Grant Goodman",United States,"January 3, 2021",2012,106,"A washed-up, former soccer star attempts to rebuild his relationship with his son and ex-wife by coaching his son's soccer team.",Comedies
+s4883,Movie,Playing for Time,"Daniel Mann, Joseph Sargent","Vanessa Redgrave, Jane Alexander, Maud Adams, Donna Haley, Robin Bartlett, Marisa Berenson, Will Lee, Verna Bloom, Christine Baranski, Lenore Harris",United States,"December 1, 2017",1980,149,"Captured by Nazis and sent to Auschwitz, a Jewish musician is assigned to soothe other prisoners marching to their deaths in the gas chambers.",Dramas
+s4887,Movie,Poacher,Tom Whitworth,"Brian Ogola, Davina Leonard, Shiviske Shivisi, Lenny Juma, Olwenya Maina, Peter King, Alfred Munyua, Mwajuma Belle",United Kingdom,"September 30, 2020",2018,28,A daring farmer steals illicit ivory from a group of international terrorists and must elude their dangerous and deadly games.,Dramas
+s4890,Movie,Pocoyo & The Space Circus,Alfonso Rodríguez,"Stephen Fry, Carys Doyle",Spain,"May 1, 2018",2008,25,"Acrobatic aliens arrive on spaceships and perform for everyone, but when angry aliens arrive as well, Pocoyo and his friends must now put on a show.",Uncategorized
+s4895,Movie,Point Blank,Joe Lynch,"Frank Grillo, Anthony Mackie, Marcia Gay Harden, Teyonah Parris, Boris McGiver, Christian Cooke, Markice Moore",France,"July 12, 2019",2019,87,"To save his pregnant wife, an emergency room nurse unwillingly partners with an injured murder suspect in a race against time and renegade cops.",Action
+s4897,Movie,Pokémon the Movie: I Choose You!,Kunihiko Yuyama,"Ikue Otani, Sarah Natochenny, David Oliver Nelson, Mike Pollock, Kate Bristol, Suzy Myers, Rodger Parsons",Japan,"January 1, 2019",2017,97,"When Ash tries to pick his first Pokémon on his birthday, he ends up with a stubborn Pikachu and they embark on a journey to find the legendary Ho-Oh.",Anime Features
+s4898,Movie,Pokémon the Movie: Power of Us,Tetsuo Yajima,"Gim Yeong-seon, Ikue Otani, O Inseong, I Sen-ho, Jeong-shin Woo, Sarah Natochenny",Japan,"January 1, 2020",2018,98,"Ash and Pikachu journey to Fula City for its Wind Festival. When disaster looms, they must work together with a group of misfits to save the day!",Anime Features
+s4901,Movie,Pokémon: Mewtwo Strikes Back - Evolution,"Kunihiko Yuyama, Motonori Sakakibara","Sarah Natochenny, Dan Green, Bill Rogers, Michele Knotz, Alyson Leigh Rosenfeld, Rodger Parsons",Japan,"February 27, 2020",2019,98,"After accepting an invitation from a mysterious trainer, Ash, Misty and Brock meet Mewtwo, an artificially created Pokémon who wants to do battle.",Anime Features
+s4903,Movie,Polaroid,Lars Klevberg,"Kathryn Prescott, Mitch Pileggi, Grace Zabriskie, Tyler Young, Samantha Logan, Javier Botet, Katie Stevens, Madelaine Petsch, Priscilla Quintana, Davi Santos, Keenan Tracey",United States,"February 9, 2020",2019,88,A teen's discovery of a vintage Polaroid camera develops into a darker tale when she finds that whoever takes their photo with it dies soon afterward.,Horror Movies
+s4906,Movie,Pooja Kiven Aa,Nidhi Sharma,"Miss Pooja, Tarun Khanna, Raj Singh Jhinger, Sahil Vedoliyaa, B.N. Sharma, Manoj Joshi, Anita Shabdeesh, Sardar Sohi",India,"October 1, 2018",2013,122,"When a woman arrives in Mumbai and hires three spirited boys to care for her estate, she discovers they're more trustworthy than her family members.",Comedies
+s4908,Movie,"Pop, Lock 'n Roll",Ziggy Hofmeyr,"Maurice Paige, Yasirah Bhelz, Lionel Newton, Tarryn Alberts, Sandile Sand Zulu, Duane Lawrence, Robyn Brophy, Brady Brophy, Raylene Jacobs, Jason Meyer",South Africa,"March 1, 2020",2017,88,An ambitious hip-hop dancer jeopardizes his rising career when his affections for an ominous producer's wife threatens to stomp out all of his success.,Dramas
+s4909,Movie,Pope Francis: A Man of His Word,Wim Wenders,Pope Francis,Switzerland,"January 3, 2019",2018,96,"Documentary filmmaker Wim Wenders travels the world with Pope Francis, recording the controversial pontiff's humanist views in a sharply divided age.",Documentaries
+s4910,Movie,Popeye,Robert Altman,"Robin Williams, Shelley Duvall, Ray Walston, Paul Dooley, Paul L. Smith, Richard Libertini, Donald Moffat, Macintyre Dixon, Roberta Maxwell, Donovan Scott",United States,"November 24, 2019",1980,114,"During a storm that wrecks his ship, super-strong sailor Popeye washes ashore and winds up rooming at the Oyl household, where he meets Olive.",Action
+s4914,Movie,Porto,Gabe Klinger,"Anton Yelchin, Lucie Lucas, Françoise Lebrun, Paulo Calatré",Portugal,"April 16, 2018",2016,77,"In a coastal Portuguese city, an erotic encounter ensues between an American expat and a French student, resonating through their lives years later.",Dramas
+s4916,Movie,Poseidon,Wolfgang Petersen,"Josh Lucas, Kurt Russell, Jacinda Barrett, Richard Dreyfuss, Emmy Rossum, Mía Maestro, Mike Vogel, Kevin Dillon, Freddy Rodríguez",United States,"September 1, 2019",2006,98,"A tidal wave spells disaster for a ship of New Year's Eve revelers when it capsizes the mammoth vessel, sending passengers into a battle for survival.",Action
+s4917,Movie,Posesif,Edwin,"Putri Marino, Adipati Dolken, Gritte Agatha, Chicco Kurniawan, Yayu Unru, Cut Mini Theo, Ismail Basbeth, Maulidina K. Putri",Indonesia,"January 1, 2020",2017,102,A student diver risks her scholastic future and relationship with her father when she dates a moody transfer student consumed by their romance.,Dramas
+s4918,Movie,Poshter Girl,Sameer Patil,"Sonalee Kulkarni, Hrishikesh Joshi, Jitendra Joshi, Aniket Vishwasrao, Hemant Dhome, Sandeep Pathak, Siddharth Menon, Akshay Tanksale, Vaibhav Mangale, Anand Ingale",India,"September 10, 2020",2016,138,"In a town infamous for female infanticide, a young woman’s arrival has local bachelors vying for her hand in marriage — but she has a bigger agenda.",Comedies
+s4920,Movie,Postcards from London,Steve McLean,"Harris Dickinson, Jonah Hauer-King, Alessandro Cimadamore, Leonardo Salerni, Raphael Desprez, Jerome Holder, Leemore Marrett Jr., Silas Carson, Stephen Boxer, Leo Hatton, Ben Cura",United Kingdom,"February 19, 2019",2018,90,"After being recruited to be a raconteur in London, a handsome teenager discovers he suffers from a rare condition where he faints upon seeing fine art.",Dramas
+s4921,Movie,Poster Boys,Shreyas Talpade,"Sunny Deol, Bobby Deol, Shreyas Talpade, Sonali Kulkarni, Tripti Dimri, Samiksha Bhatnagar, Lovely Singh, Purnima Varma",India,"November 27, 2017",2017,128,"Three men are stunned to find their faces on a poster promoting vasectomies, and must prove to their upset loved ones that they're innocent victims.",Comedies
+s4922,Movie,Potato Potahto,Shirley Frimpong-Manso,"O.C. Ukeje, Joselyn Dumas, Joke Silva, Blossom Chukwujekwu, Kemi Lala Akindoju, Chris Attoh, Nikki Samonas, Adjetey Anang, Victoria Micheals",Ghana,"December 15, 2019",2017,104,A divorced couple decides to continue sharing a home but their already-delicate cohabiting scheme unravels when they begin dating other people.,Comedies
+s4923,Movie,Pottersville,Seth Henrikson,"Michael Shannon, Judy Greer, Thomas Lennon, Ron Perlman, Christina Hendricks, Ian McShane",United States,"December 15, 2017",2017,86,"A man's drunken romp in a gorilla suit gets him mistaken for Bigfoot, drawing media attention and tourist dollars to his struggling small town.",Comedies
+s4926,Movie,Power Paandi,Dhanush,"Rajkiran, Dhanush, Prasanna, Chaya Singh, Revathy, Madonna Sebastian, Vidyullekha Raman",India,"December 1, 2018",2017,124,"Retired, restless and constantly butting heads with his son, a former stuntman escapes on a road trip that becomes a journey to find his first love.",Dramas
+s4947,Movie,Power Rangers Super Megaforce: The Legendary Battle (Extended),"Charlie Haskell, Koichi Sakamoto","Andrew M. Gray, Ciara Hanna, John Mark Loudermilk, Christina Masterson, Azim Rizk, Cameron Jebo, Shailesh Prajapati, Ian Harcourt",United States,"January 1, 2016",2014,55,"New footage augments the tale of the Rangers, who give their all to save Earth from Vrak and Emperor Mavro, as the Armada stages an epic final attack.",Uncategorized
+s4957,Movie,Power Rangers: Megaforce: The Robo Knight Before Christmas,James Barr,"Andrew M. Gray, Ciara Hanna, John Mark Loudermilk, Christina Masterson, Azim Rizk, Shailesh Prajapati, Ian Harcourt",United States,"January 1, 2016",2013,24,Robo Knight learns the meaning of Christmas from a group of children when he is mistaken for a donated Christmas toy and is shipped to a foreign land.,Children
+s4958,Movie,Prague,Ashish R. Shukla,"Chandan Roy Sanyal, Elena Kazan, Kumar Mayank, Sonia Bindra, Arfi Lamba",India,"December 1, 2017",2013,106,The chaotic ramblings of a young architect's mind take hold of his life as he leaves behind his past in India to work in Prague.,Dramas
+s4959,Movie,Pranaam,Sanjiv Jaiswal,"Rajeev Khandelwal, Samiksha Singh, S.M. Zaheer, Vikram Gokhale, Meenakshi Sethi, Atul Kulkarni, Abhimanyu Singh, Aniruddha Dave",India,"November 25, 2019",2019,117,"Aspiring to fulfill his father’s dream and become a civil services officer, a young man loses his way upon becoming entangled with a criminal lynchpin.",Action
+s4962,Movie,Prem Ratan Dhan Payo,Sooraj R. Barjatya,"Salman Khan, Sonam Kapoor, Anupam Kher, Neil Nitin Mukesh, Sanjay Mishra, Swara Bhaskar, Deepak Dobriyal, Arman Kohli, Manoj Joshi, Samaira Rao, Karuna Pandey, Sucheta Khanna",India,"June 25, 2020",2015,164,"While recovering from an assassination attempt four days prior to his coronation, a stern prince is replaced by a joyful and generous doppelgänger.",Action
+s4963,Movie,Premachi Goshta,Satish Rajwade,"Atul Kulkarni, Sagarika Ghatge, Rohini Hattangadi, Sulekha Talvalkar, Meera Welankar, Satish Rajwade",India,"February 15, 2018",2013,127,"A man and a woman struggling to keep their respective marriages afloat run into each other at a marriage counselor's office, with unexpected results.",International Movies
+s4964,Movie,Prescription Thugs,"Chris Bell, Josh Alexander, Greg Young",Chris Bell,United States,"April 15, 2016",2015,86,A documentarian uses his own family's experiences as a springboard to explore the ethical issues surrounding the FDA and pharmaceutical industry.,Documentaries
+s4967,Movie,Pretty Little Stalker,Sam Irvin,"Nicky Whelan, Ashley Rickards, Parker Mack, Jesse Hutch, Sierra McCormick, Heather Morris, Jason Cermak, Kourtney Hansen, Jane Harber, Cory Hart, Kim DeJesus",United States,"March 31, 2020",2018,84,"When a self-help writer's advice goes wrong, she finds herself in the crosshairs of an obsessive young woman with a thirst for vengeance.",Thrillers
+s4969,Movie,Pretville,Linda Korsten,"Marlee van der Merwe, Eugene Jensen, Marno van der Merwe, Lizelle de Klerk, Steve Hofmeyr, Sanet Ackermann, Terence Bridgett, Annette Engelbrecht, Rina Nienaber, Lizz Meiring",South Africa,"February 20, 2020",2012,95,A farm boy and a greaser pluck at the heartstrings of their town's most beloved daughter while her mom faces old feelings when a pop star comes home.,Comedies
+s4970,Movie,Primal Fear,Gregory Hoblit,"Richard Gere, Edward Norton, Laura Linney, John Mahoney, Alfre Woodard, Frances McDormand, Terry O'Quinn, Andre Braugher, Steven Bauer, Joe Spano, Kenneth Tigar, Tony Plana, Maura Tierney, Stanley Anderson",United States,"December 1, 2019",1996,131,"When a blood-spattered altar boy is found running from a murder scene, his conviction seems certain – but his attorney is determined to win the case.",Dramas
+s4971,Movie,Prince,Lekh Tandon,"Shammi Kapoor, Vyjayantimala, Rajendra Nath, Ajit, Helen, Leela Chitnis, Parveen Choudhary, Sudhir, Sunder, Rashid Khan",India,"June 1, 2017",1969,152,"To better himself, a spoiled prince temporarily assumes a commoner’s identity. But he soon learns his palace has been gifted to his father’s new wife.",Dramas
+s4972,Movie,Prince Charming,Wong Jing,"Kenny Bee, Cherie Chung, Chan Pak-cheung, Rosamund Kwan, Maggie Cheung",Hong Kong,"August 31, 2018",1984,93,"Two young buddies seek love in Hawaii, and upon returning home in disappointment, soon entangle themselves in a messy identity swap.",Comedies
+s4975,Movie,Prince of Peoria: A Christmas Moose Miracle,Jon Rosenbaum,"Gavin Lewis, Theodore Barnes, Shelby Simmons, Cynthia Kaye McWilliams",United States,"December 17, 2018",2018,29,"Teddy's never missed the Festival of Lights, but the bowling alley’s been snowed in! Not to worry – Emil insists the Christmas moose will save the day.",Children
+s4976,Movie,Princess Cyd,Stephen Cone,"Tyler Ross, Rebecca Spence, James Vincent Meredith",United States,"February 5, 2018",2017,97,A teenager moves to Chicago for the summer and finds a poignant mentor in her aunt and a sweet love interest in a girl who works in the neighborhood.,Dramas
+s4979,Movie,Private Life,Tamara Jenkins,"Paul Giamatti, Kathryn Hahn, Kayli Carter, Molly Shannon, John Carroll Lynch, Denis O'Hare, Desmin Borges, Tracee Chimo, Siobhan Fallon Hogan, Emily Robinson",United States,"October 5, 2018",2018,124,"Struggling to conceive, a couple in their 40s are almost out of options – until a sliver of hope arrives in the form of their visiting step-niece.",Comedies
+s4982,Movie,Professor,Lekh Tandon,"Shammi Kapoor, Kalpana, Lalita Pawar, Parveen Choudhary, Salim, Pratima Devi, Rashid Khan, Bir Sakuja, Bela Bose, Ratnamala",India,"July 1, 2017",1962,163,A college grad in need of money must disguise himself as an old man to tutor two young women who are under the watchful eye of their strict aunt.,Comedies
+s4983,Movie,Professor Mack,Christopher Nolen,"Lisa Wu, Timon Kyle Durrett, Robert Christopher Riley, Erica Hubbard, Amin Joseph, Christopher Nolen, Larry Biela, Jackie Christie, Katharin 'Ladie K' Mraz, Simeon Henderson",United States,"August 6, 2019",2018,84,"When a confident college professor is courted by four eligible and well-established men, she struggles to decide who she likes the best.",Comedies
+s4985,Movie,Project Marathwada,Bhavin Wadia,"Om Puri, Seema Biswas, Kunal Sheth, Rahul Patel, Katarina Kajkus, Farrah Kader, Govind Namdeo, Dalip Tahil",India,"July 25, 2020",2016,103,"After his son’s suicide, a debt-ridden farmer seeks justice from the government. But as his pleas are mocked and rebuffed, his own will to live erodes.",Dramas
+s4987,Movie,Project Papa,Kanika Batra,"Rakesh Batra, Kanika Batra, Sneha Kapoor, Rohn Malhotra, Munira Sen, Anaitha Nair, Rajit Kapoor",India,"June 7, 2020",2018,92,"When a busy entrepreneur pauses her career to spend time with her aging father, both learn valuable lessons on happiness, love and living in the moment.",Dramas
+s4988,Movie,Project Power,"Henry Joost, Ariel Schulman","Jamie Foxx, Joseph Gordon-Levitt, Dominique Fishback, Rodrigo Santoro, Courtney B. Vance, Amy Landecker, Machine Gun Kelly, Tait Fletcher, Allen Maldonado, Andrene Ward-Hammond",United States,"August 14, 2020",2020,113,"An ex-soldier, a teen and a cop collide in New Orleans as they hunt for the source behind a dangerous new pill that grants users temporary superpowers.",Action
+s4990,Movie,Prom Night,Nelson McCormick,"Brittany Snow, Scott Porter, Jessica Stroup, Dana Davis, Collins Pennie, Kelly Blatz, James Ransone, Brianne Davis, Kellan Lutz, Mary Mara, Ming-Na Wen, Johnathon Schaech, Idris Elba",United States,"November 12, 2020",2008,88,"On prom night, a high school senior still struggling with her nightmare past tries to evade a killer bent on ending the party for her and her friends.",Horror Movies
+s4991,Movie,Prosecuting Evil: The Extraordinary World of Ben Ferencz,Barry Avrich,Ben Ferencz,Canada,"June 1, 2019",2019,83,"A gripping profile of Ben Ferencz, the last surviving lead prosecutor at the Nuremberg trials whose lifelong desire for justice altered the rule of law.",Documentaries
+s4992,Movie,Prospect,"Zeek Earl, Christopher Caldwell","Sophie Thatcher, Pedro Pascal, Jay Duplass, Andre Royo, Sheila Vand, Anwan Glover",Canada,"November 2, 2020",2018,100,A father and daughter travel to an alien moon in search of a valuable gem but are forced to alter their plans when a nefarious outlaw gets involved.,Sci-Fi
+s4994,Movie,Psycho,Mysskin,"Udhayanidhi Stalin, Aditi Rao Hydari, Nithya Menon, Ram, Rajkumar Pitchumani",India,"May 1, 2020",2020,143,"As a visually impaired man attempts to rescue his love interest from a serial killer, the dark story behind the murderer’s disturbing psyche emerges.",Horror Movies
+s4995,Movie,Psychokinesis,Sang-ho Yeon,"Ryu Seung-ryong, Shim Eun-kyung, Jung-min Park, Min-jae Kim, Yu-mi Jung",South Korea,"April 25, 2018",2018,102,"Suddenly possessed with supernatural powers, a father sets out to help his estranged daughter, who's at risk of losing everything she's lived for.",Action
+s4999,Movie,Puerto Ricans in Paris,Ian Edelman,"Luis Guzmán, Edgar Garcia, Alice Taglioni, Rosie Perez, Miriam Shor, Frédéric Anscombre, Rosario Dawson, Julie Ferrier, Michaël Cohen, Ravi Patel",United States,"April 16, 2020",2015,82,New York police detectives Luis and Eddie experience culture shock and adventure when they head to Paris to track down a stolen couture handbag.,Comedies
+s5001,Movie,Pukar,Rajkumar Santoshi,"Anil Kapoor, Madhuri Dixit, Namrata Shirodkar, Danny Denzongpa, Om Puri, Kulbhushan Kharbanda, Farida Jalal, Shivaji Satham",India,"March 1, 2018",2000,165,A notorious terrorist manipulates an Indian army major's jilted lover into helping him obtain a classified military code.,Action
+s5002,Movie,Pulang,Kabir Bhatia,"Puteri Aishah, Remy Ishak, Alvin Wong",Malaysia,"October 8, 2018",2018,119,"Thom tells her grandson about his grandfather, a sailor who left 61 years ago to seek his fortune, and asks him to find out what happened to her spouse.",Action
+s5003,Movie,Pulp Fiction,Quentin Tarantino,"John Travolta, Samuel L. Jackson, Uma Thurman, Harvey Keitel, Tim Roth, Amanda Plummer, Maria de Medeiros, Ving Rhames, Eric Stoltz, Rosanna Arquette, Christopher Walken, Bruce Willis",United States,"January 1, 2019",1994,154,"This stylized crime caper weaves together stories featuring a burger-loving hit man, his philosophical partner and a washed-up boxer.",Classic Movies
+s5004,Movie,Punjab 1984,Anurag Singh,"Diljit Dosanjh, Kiron Kher, Sonam Bajwa, Pavan Malhotra, Rana Ranbir, Vishwas Kini, Manav Vij, Vansh Bhardwaj",Canada,"November 1, 2017",2014,158,"During a time of political turmoil, a mother goes on a journey in search of her missing son, who has been misjudged and labeled a terrorist.",Dramas
+s5006,Movie,Pup Star,Robert Vince,"Makenzie Moss, Jed Rees, David DeLuise, Carla Jimenez, Tom Everett Scott, Diedrich Bader, George Newbern, Bonnie Somerville, John Ratzenberger",Canada,"October 29, 2016",2016,92,"After a singing pup with big dreams of stardom gets dognapped and escapes with a friend's help, her journey home is a fun, music-filled adventure.",Children
+s5007,Movie,Pup Star: Better 2Gether,Robert Vince,"Kaitlyn Maher, Obba Babatundé, Lombardo Boyar, Molly Burnett, Chris Coppola, Reggie De Leon, David DeLuise, Matty Finochio, Josh Flitter, Benjamin Flores Jr.",Canada,"October 28, 2017",2017,93,Returning Pup Star champ Tiny has her Yorkie paws full after an evil rival replaces her with street dog Scrappy during the national competition.,Children
+s5008,Movie,Pup Star: World Tour,Robert Vince,"Jed Ress, Makenzie Moss, Denisse Ojeda, Reggie De Leon, David DeLuise, Kaitlyn Maher, Jorge Diaz, George Newbern, Diedrich Bader, Mackenzie Sol",Canada,"May 5, 2018",2018,87,"Talented pooches from around the world compete to be the next Pup Star, but behind-the-scenes schemes threaten to ruin the fun.",Children
+s5009,Movie,Puppy Star Christmas,Robert Vince,"Kaitlyn Maher, Mackenzie Sol, Makenzie Moss, David DeLuise, George Newbern, Reggie De Leon, Diedrich Bader, Chloe Coleman, Oakley Bull, Dillon Fontana, vivienne Rutherford, Tyreese Burnett",United States,"November 20, 2018",2018,91,"A new pack of Pup Star pooches stumbles upon a rival team’s plan to ruin Christmas, then ends up at the North Pole to try and save the holiday spirit.",Children
+s5010,Movie,Puriyatha Puthir,Ranjit Jeyakodi,"Vijay Sethupathi, Gayathrie, Mahima Nambiar, Arjunan, Ramesh Thilak, Ranjith",India,"January 1, 2019",2017,120,An aspiring music director begins to receive voyeuristic footage of his girlfriend from her apparent stalker as tragedy strikes those around him.,International Movies
+s5011,Movie,Pusher,Luis Prieto,"Richard Coyle, Bronson Webb, Agyness Deyn, Mem Ferda, Zlatko Buric, Paul Kaye, Bill Thomas, Neil Maskell, Daisy Lewis",United Kingdom,"December 27, 2017",2012,89,"In this remake of a 1996 Danish thriller, a drug pusher incurs his suppliers' wrath when he gets busted and is left without the money he owes.",Action
+s5012,Movie,Puss in Book: Trapped in an Epic Tale,"Roy Burdine, Johnny Castuciano","Eric Bauza, Jayma Mays, Maria Bamford, Jeff Bennett, Grey Griffin, Carla Jimenez, Paul Rugg, Joshua Rush",United States,"June 20, 2017",2017,24,"After tumbling into a magic storybook, Puss in Boots must fight, dance and romance his way through wild adventures as he searches for an escape.",Children
+s5013,Movie,Puss in Boots,Chris Miller,"Antonio Banderas, Salma Hayek, Zach Galifianakis, Billy Bob Thornton, Amy Sedaris, Constance Marie, Guillermo del Toro, Mike Mitchell",United States,"September 1, 2020",2011,92,The fabled feline heads to the Land of Giants with friends Humpty Dumpty and Kitty Softpaws on a quest to nab its greatest treasure: the Golden Goose.,Children
+s5015,Movie,Pyaar Ka Punchnama,Luv Ranjan,"Kartik Aaryan, Divyendu Sharma, Raayo S. Bakhirta, Nushrat Bharucha, Sonalli Sehgall, Ishita Raj",India,"May 1, 2017",2011,149,Matters of the heart introduce chaos into the once-idyllic bachelor existence of three young men who share an apartment.,Comedies
+s5016,Movie,Pyaar Ka Punchnama 2,Luv Ranjan,"Kartik Aaryan, Nushrat Bharucha, Sonalli Sehgall, Sunny Singh, Ishita Raj, Omkar Kapoor, Sharat Saxena, Mona Ambegaonkar",India,"July 5, 2020",2015,136,Three young bachelors find the reality of relationships to be far removed from the idea of true romance that they had once pursued.,Comedies
+s5017,Movie,Pyaar Ke Side Effects,Saket Chaudhary,"Rahul Bose, Mallika Sherawat, Ranvir Shorey, Sharat Saxena, Aamir Bashir, Taraana Raja, Jas Arora, Suchitra Pillai, Sapna Bhavnani, Sophiya Chaudhary",India,"February 15, 2019",2006,120,"A commitment-phobe agrees to marry his girlfriend, setting in motion a series of hilarious mishaps that has him questioning what he got himself into.",Comedies
+s5019,Movie,Pyar Ke Do Pal,Rajiv Mehra,"Mithun Chakraborty, Jayapradha, Simple Kapadia, Krishan Dhawan, Jagdeep, Bindu, Satyendra Kapoor, Shubha Khote, Amrit Pal, Lalita Pawar",India,"January 15, 2018",1986,153,"Twins separated by a court order meet at camp and decide to reunite their parents, unaware of the dark secret that drove them apart years before.",Dramas
+s5021,Movie,Qarib Qarib Singlle,Tanuja Chandra,"Irrfan Khan, Parvathy, Neha Dhupia, Pushtii Shakti, Luke Kenny, Siddharth Menon, Bajrangbali Singh, Brijendra Kala",India,"August 28, 2018",2017,120,"After reluctantly joining a dating app, a 35-year-old widow accompanies an easygoing poet on a trip to visit three of his exes.",Comedies
+s5023,Movie,Qila,Umesh Mehra,"Dilip Kumar, Mukul Dev, Rekha, Mamta Kulkarni, Smita Jaykar, Gulshan Grover",India,"June 1, 2017",1998,161,"When an abusive landowner is murdered, his twin brother sets out to find the killer but quickly discovers that everyone, it seems, wanted him dead.",Dramas
+s5025,Movie,Qismat,Jagdeep Sidhu,"Ammy Virk, Sargun Mehta, Guggu Gill, Tania, Harby Sangha, Hardeep Gill, Sukhdev Barnala, Satwant Kaur, Baljinder Kaur, Jashanjeet Gosha",India,"December 1, 2019",2018,137,"A young villager moves to Chandigarh and falls for his bubbly neighbor, but their love story is affected by several heartbreaking twists of fate.",Dramas
+s5026,Movie,QLIMAX THE SOURCE,"Daan Jansen, Stijn Verlinde","Michael Brons, Nigel Coppen, Thomas Velderman, Carlos Antunes, Marco Spronk, Willem Rebergen, Joshua Dutrieux, Bob van der Palen, Sefa Vlaarkamp",Netherlands,"December 22, 2020",2020,57,Seven priests. Six realms. One destiny. Begin an immersive audiovisual hardstyle trip into the mystical world of Qlimax — and become one with the sound.,Music
+s5029,Movie,Quantum of Solace,Marc Forster,"Daniel Craig, Olga Kurylenko, Mathieu Amalric, Judi Dench, Giancarlo Giannini, Gemma Arterton, Jeffrey Wright, David Harbour, Jesper Christensen, Anatole Taubman",United Kingdom,"August 31, 2020",2008,106,"Picking up an hour after the events of 2006's Casino Royale, this James Bond adventure finds 007 tracking a traitor who's infiltrated Britain's MI6.",Action
+s5030,Movie,Quartet,Dustin Hoffman,"Maggie Smith, Tom Courtenay, Billy Connolly, Pauline Collins, Michael Gambon, Andrew Sachs, Sheridan Smith, David Ryall, Trevor Peacock, Gwyneth Jones",United Kingdom,"May 11, 2020",2012,98,A trio of retired opera singers' annual celebration of Verdi's birthday sours when their estranged fourth member shows up but refuses to sing.,Comedies
+s5031,Movie,Queen,Vikas Bahl,"Kangana Ranaut, Rajkummar Rao, Lisa Haydon, Mish Boyko, Jeffrey Chee Eng Ho, Marco Canadea, Sabeeka Imam, Yogendra Tikku",India,"July 5, 2020",2014,138,"Dumped by her fiancé, a sheltered young woman decides to go on her honeymoon to Europe alone, embarking on an exhilarating journey of self-discovery.",Comedies
+s5033,Movie,Queen of the Desert,Werner Herzog,"Nicole Kidman, James Franco, Damian Lewis, Jay Abdo, Robert Pattinson, Jenny Agutter, David Calder, Christopher Fulford, Nick Waring, Holly Earl, Sophie Linfield",United States,"April 6, 2019",2015,128,"Driven beyond the bounds of convention, adventurer Gertrude Bell leaves turn-of-the-century Britain behind for the deserts of the Middle East.",Dramas
+s5040,Movie,Quién te cantará,Carlos Vermut,"Najwa Nimri, Eva Llorach, Carme Elias, Natalia de Molina, Julián Villagrán, Ignacio Mateos, Lorena Iglesias, Vicenta N'Dongo, Inma Cuevas, Per-Olav Sorensen",Spain,"February 28, 2019",2018,125,"When a near-drowning leaves a famous singer from the '90s with amnesia, she hires a karaoke singer who can imitate her to prep her for a comeback tour.",Dramas
+s5042,Movie,Quiet Victory: The Charlie Wedemeyer Story,Roy Campanella II,"Pam Dawber, Michael Nouri, Bess Meyer, Peter Berg, James Handy, Kyle Chandler",United States,"October 1, 2011",1988,93,"When high school football coach Charlie Wedemeyer is diagnosed with Lou Gehrig's disease, he perseveres in leading his team despite becoming disabled.",Dramas
+s5043,Movie,Quigley Down Under,Simon Wincer,"Tom Selleck, Laura San Giacomo, Alan Rickman, Chris Haywood, Ron Haddrick, Tony Bonner, Jerome Ehlers, Ben Mendelsohn, Conor McDermottroe, Roger Ward",Australia,"December 1, 2020",1990,120,"After traveling to Australia for a job, a sharpshooting cowboy becomes a target himself when he refuses an immoral assignment from a corrupt landowner.",Action
+s5044,Movie,Quincy,"Rashida Jones, Alan Hicks",Quincy Jones,United States,"September 21, 2018",2018,124,"This documentary profiles music and culture icon Quincy Jones, offering unprecedented access to his private life and stories from his unparalleled career.",Documentaries
+s5046,Movie,R.K.Nagar,Saravana Rajan,"Vaibhav Reddy, Sana Althaf, Sampath Raj, Inigo Prabhakaran, Anjana Keerthi, Subbu Panchu",India,"April 29, 2020",2019,132,Things look up for a Chennai man struggling to make ends meet when he falls for a politician’s daughter – until he gets entangled in a murder case.,Action
+s5047,Movie,R.L. Stine's Mostly Ghostly,Richard Correll,"Madison Pettis, Sterling Beaumon, Luke Benward, Brian Stepanek, David DeLuise, Kim Rhodes, Adam Hicks, Ali Lohan, Sabrina Bryan, Rachel Winfree, Diego Acuña",United States,"August 1, 2018",2008,98,"After discovering a pair of young ghosts, a nebbish 11-year-old agrees to help the sibling spirits solve the mystery surrounding their demise.",Children
+s5048,Movie,Raajneeti,Prakash Jha,"Ajay Devgn, Nana Patekar, Ranbir Kapoor, Katrina Kaif, Arjun Rampal, Manoj Bajpayee, Sarah Thompson, Naseeruddin Shah",India,"August 2, 2018",2010,162,"When the American-educated scion of a powerful Indian family returns to the subcontinent, his first taste of power starts him down a corrupt path.",Dramas
+s5049,Movie,Raat Akeli Hai,Honey Trehan,"Nawazuddin Siddiqui, Radhika Apte, Khalid Tyabji, Aditya Srivastava, Padmavati Rao, Shivani Raghuvanshi, Nishant Dahiya, Shweta Tripathi, Gyanendra Tripathi, Shreedhar Dubey, Swanand Kirkire, Riya Shukla, Tigmanshu Dhulia, Ila Arun, Natasha Rastogi",India,"July 31, 2020",2020,150,"When a newly married landlord is murdered, a misfit cop’s investigation is complicated by the victim’s secretive family and his own conflicted heart.",Dramas
+s5052,Movie,Rabun,Yasmin Ahmad,"M. Rajoli, Kartina Aziz, Rozie Rashid, Irwan Iskandar, Noor Khiriah, Hafiz Ibrahim",Malaysia,"December 18, 2020",2004,85,"A free-spirited couple leave the city to retire in the country. But when they're swindled by a relative, life in the countryside loses its luster.",Dramas
+s5053,Movie,Race,"Mastan Alibhai Burmawalla, Abbas Alibhai Burmawalla","Saif Ali Khan, Akshaye Khanna, Katrina Kaif, Bipasha Basu, Anil Kapoor, Sameera Reddy",India,"October 1, 2018",2008,155,The plot thickens around two horse-racing competitors when three beautiful women come into their lives and a murder is committed.,Action
+s5054,Movie,Race 2,"Abbas Alibhai Burmawalla, Mastan Alibhai Burmawalla","Anil Kapoor, Saif Ali Khan, John Abraham, Deepika Padukone, Jacqueline Fernandez, Ameesha Patel, Rajesh Khattar, Chunky Pandey",India,"October 1, 2018",2013,139,"In this sequel set in the world of horse racing, half-brothers Ranvir and Rajiv Singh return for another complex tale of love, greed and violence.",Action
+s5055,Movie,Race to Witch Mountain,Andy Fickman,"Dwayne Johnson, AnnaSophia Robb, Alexander Ludwig, Carla Gugino, Ciarán Hinds, Tom Everett Scott, Chris Marquette, Billy Brown, Christine Lakin, Tom Woodruff Jr., John Kassir, Garry Marshall, John Duff, Ted Hartley, Dave Engfer, Bob Clendenin, Shengyi Huang, Robert Torti, Kim Richards, Brandon Miller, Paul Darnell, Omar Dorsey, Dennis Hayden, Suzanne Krull, Steve Rosenbaum, Andrew Shaifer, Bryan Fogel, Bob Koherr, Sam Wolfson, Beth Kennedy, Corri English, Jonathan Slavin, Kevin Christy, Meredith Salenger",United States,"July 1, 2019",2009,99,A sister and brother with special powers are on the run from a mysterious organization that wants to take advantage of the siblings' gifts.,Children
+s5056,Movie,Rachel Getting Married,Jonathan Demme,"Anne Hathaway, Rosemarie DeWitt, Debra Winger, Bill Irwin, Tunde Adebimpe, Mather Zickel, Anna Deavere Smith, Anisa George, Robyn Hitchcock, Sister Carol East, Sebastian Stan",United States,"September 1, 2019",2008,113,Longstanding family conflicts resurface when a former model who's been in and out of rehab for a decade returns home for her sister's wedding.,Dramas
+s5058,Movie,Radio Rebel,Peter Howitt,"Debby Ryan, Sarena Parmar, Adam DiMarco, Merritt Patterson, Nancy Robertson",United States,"March 1, 2019",2012,90,"Shy student Tara has a secret identity: She is smooth-talking Radio Rebel, a DJ who lends her voice to all kids, popular and unpopular alike.",Children
+s5059,Movie,Radiopetti,Hari Viswanath,"Lakshmanan, TVV Ramanujam, Shobana, Nivas Adithan, Indhumathi, Baby Maya, Master Rohan",India,"January 1, 2017",2015,83,"An elderly, hearing-impaired Indian man stays connected to the world of the past through the beloved valve radio he has owned since childhood.",Dramas
+s5060,Movie,Radium Girls,"Lydia Dean Pilcher, Ginny Mohler","Joey King, Abby Quinn, Cara Seymour, Scott Shepherd, Susan Heyward, Neal Huff, Collin Kelly-Sordelet, John Bedford Lloyd, Joe Grifasi, Colby Minifie",United States,"January 16, 2021",2018,103,"When the women at a radium factory begin to fall gravely and inexplicably ill, Bessie and her co-workers set out to expose a corporate cover-up.",Dramas
+s5061,Movie,Raees,Rahul Dholakia,"Shah Rukh Khan, Mahira Khan, Nawazuddin Siddiqui, Mohammed Zeeshan Ayyub, Sheeba Chaddha, Shubham Chintamani, Shubham Tukaram, Atul Kulkarni, Narendra Jha, Jaideep Ahlawat, Sunny Leone",India,"May 26, 2017",2017,143,"After street smart kid Raees rises to become Gujarat's bootlegging king in the 1980s, he tries to balance his life of crime with helping his people.",Action
+s5064,Movie,Raging Bull,Martin Scorsese,"Robert De Niro, Cathy Moriarty, Joe Pesci, Frank Vincent, Nicholas Colasanto, Theresa Saldana, Mario Gallo, Frank Adonis, Joseph Bono",United States,"October 1, 2019",1980,129,"This gritty biopic of brutal boxer Jake LaMotta portrays a tormented soul rising to the top of his sport, only to be undone by his demons.",Classic Movies
+s5065,Movie,Ragini MMS,Pawan Kripalani,"Kainaz Motivala, Rajkummar Rao, Rajat Kaul, Janice, Shernaza, Mangala Ahire, Vinod Rawat",India,"May 31, 2019",2011,93,A couple out to have a sensuous weekend at a house outside of Mumbai finds it rigged with surveillance cameras and occupied by an evil entity.,Horror Movies
+s5066,Movie,Ragini MMS 2,Bhushan Patel,"Sunny Leone, Saahil Prem, Parvin Dabas, Sandhya Mridul, Divya Dutta, Soniya Mehra, Kainaz Motivala, Karan Mehra",India,"May 31, 2019",2014,113,The horror continues when Ragini's video goes viral and a sleazy director decides to make a movie about the incident in the original house.,Horror Movies
+s5068,Movie,Rahasya,Manish Gupta,"Kay Kay Menon, Ashish Vidyarthi, Tisca Chopra, Mita Vashisht, Bikramjeet Kanwarpal, Ashwini Kalsekar, Kunal Sharma, Nimai Bali",India,"March 1, 2018",2015,117,"The murder of a teenage girl found dead in her bedroom opens up a twisted investigation that leads into a dark, murky labyrinth of secrets and lies.",Dramas
+s5070,Movie,Railroad Tigers,Ding Sheng,"Jackie Chan, Zitao Huang, Jaycee Chan, Wang Kai, Hiroyuki Ikeuchi, Sang Ping, Alan Ng, Xu Fan, Darren Wang",China,"August 19, 2017",2016,124,"During World War II, a Chinese railroad worker leads a group of brave resistance fighters against the forces of Japanese occupation.",Action
+s5071,Movie,Rain Man,Barry Levinson,"Dustin Hoffman, Tom Cruise, Valeria Golino, Gerald R. Molen, Jack Murdock, Michael D. Roberts, Ralph Seymour, Lucinda Jenney, Bonnie Hunt",United States,"July 1, 2019",1988,134,"A fast-talking yuppie is forced to slow down when he meets the brother he never knew he had, an unusually gifted autistic savant named Raymond.",Classic Movies
+s5072,Movie,Rainbow Jelly,Soukarya Ghosal,"Mahabrata Basu, Anumegha Banerjee, Koushik Sen, Sreelekha Mitra, Shantilal Mukherjee, Iqbal Sultan, Daminee Basu, Subhajit Das",India,"April 15, 2019",2018,119,"Mistreated by his cruel uncle, an imaginative orphan with autism sees hope when a fairy vows to change his life with a week of enchanted recipes.",Dramas
+s5074,Movie,Rainbow Time,Linas Phillips,"Linas Phillips, Melanie Lynskey, Timm Sharp, Tobin Bell, Jay Duplass, Lauren Weedman, Artemis Pebdani, Reagan Yates, Austin Fryberger",United States,"December 1, 2016",2016,92,"A developmentally disabled man obsessed with the Fonz, guns and all things kinky poses a challenge for his arrogant brother when he moves in with him.",Comedies
+s5076,Movie,Raising the Bar,Clay Glen,"Kelli Berglund, Lili Karamalikis, Tess Fowler, Emily Morris, Peta Shannon, Adam Tuominen, Caetlyn Collins, Jack Tomich, Isabelle Andary-Geslin, Rachel D'Sena",Australia,"August 1, 2017",2016,97,A teenager who gave up her spot in an elite U.S. gymnastics program when her family moved to Australia enters a competition to help a new friend.,Children
+s5077,Movie,Raising Victor Vargas,Peter Sollett,"Victor Rasuk, Judy Marte, Melonie Diaz, Altagracia Guzman, Silvestre Rasuk, Krystal Rodriguez, Kevin Rivera, Wilfree Vasquez, Donna Maldonado",France,"September 15, 2020",2002,88,A suave teen sets his sights on a girl who seems beyond his reach. But his game can't be confined to his tiny apartment and family's old-school values.,Dramas
+s5078,Movie,Raja Hindustani,Dharmesh Darshan,"Aamir Khan, Karisma Kapoor, Suresh Oberoi, Johnny Lever, Navneet Nishan, Veeru Krishnan, Kunal Khemu, Pramod Moutho, Mohnish Bahl",India,"May 1, 2017",1996,177,"When a poor taxi driver falls in love with a wealthy young woman, he must stand up to her family and contend with his own insecurities.",Dramas
+s5079,Movie,Raja Natwarlal,Kunal Deshmukh,"Emraan Hashmi, Humaima Malik, Paresh Rawal, Kay Kay Menon, Deepak Tijori, Prachi Shah, Mohammed Zeeshan Ayyub",India,"November 1, 2018",2014,131,A small-time con man assembles a team to help him avenge the death of his partner-in-crime at the hands of a powerful gangster.,Dramas
+s5081,Movie,Rajma Chawal,Leena Yadav,"Rishi Kapoor, Anirudh Tanwar, Amyra Dastur, Jitendra Shastri, Aparshakti Khurana, Harish Khanna, Manu Rishi Chadha, Nirmal Rishi, Sheeba Chaddha, Adil Hussain, Rahul Ram, Mukesh Chhabra",India,"November 30, 2018",2018,119,"Hoping to revive his relationship with his resentful millennial son, an internet-rookie widower assumes the online persona of a young woman.",Comedies
+s5082,Movie,Rajnigandha,Basu Chatterjee,"Vidya Sinha, Amol Palekar, Dinesh Thakur, Ranjita Thakur, Veena Gaud, Manju Maini",India,"December 31, 2019",1974,104,"A grad student leaves her boyfriend in Delhi for a job interview in Mumbai, where she reconnects with an old flame for whom she still has feelings.",Comedies
+s5084,Movie,Rakkhosh,"Abhijit Kokate, Srivinay Salian","Sanjay Mishra, Priyanka Bose, Tannishtha Chatterjee, Barun Chanda, Sonamoni Jayant Gadekar, Ashwath Bhatt, Atul Mahale",India,"June 20, 2019",2019,116,An asylum patient’s troubled past threatens his grasp on reality as fellow hospital residents begin disappearing at the hands of an unknown entity.,Horror Movies
+s5085,Movie,Ralph Breaks the Internet: Wreck-It Ralph 2,"Phil Johnston, Rich Moore","John C. Reilly, Sarah Silverman, Taraji P. Henson, Gal Gadot, Jack McBrayer, Jane Lynch, Alan Tudyk, Ed O'Neill, Susan Lucci, Jason Lee, Idina Menzel, Anika Noni Rose, Judy Reyes, Grant Show, Ana Ortiz, Ming-Na Wen, Rebecca Wisocky, Paige O'Hara, Linda Larkin, Mariana Klaveno, Daria Ramirez, Tom Irwin, Edy Ganem, Irene Bedard, Jodi Benson, Anthony Daniels",United States,"June 11, 2019",2018,113,"When video-game bad guy Ralph and best friend Vanellope discover a way onto the internet, they set off on a mission to save her broken game.",Children
+s5086,Movie,Ralphie May: Imperfectly Yours,Anthony Pierce,Ralphie May,United States,"June 29, 2015",2015,69,"Comedian Ralphie May takes to the Las Vegas stage with his raw, rollicking take on men's fashion, racism, sex and even waffles. Filmed live in 2013.",Stand-Up
+s5087,Movie,Ralphie May: Unruly,John Asher,Ralphie May,United States,"February 27, 2015",2015,83,"Filmed in front of a raucous crowd, comedian Ralphie May unleashes his hilariously raunchy perspective in his first Netflix original stand-up special.",Stand-Up
+s5088,Movie,"Ram Dass, Going Home",Derek Peck,Ram Dass,United States,"April 6, 2018",2018,32,"From his home on Maui, pioneering researcher, author and spiritual teacher Ram Dass reflects on love, life and death as his own days draw to a close.",Documentaries
+s5089,Movie,Ram Jaane,Rajiv Mehra,"Shah Rukh Khan, Juhi Chawla, Vivek Mushran, Pankaj Kapur, Puneet Issar, Tinnu Anand, Deven Verma, Gulshan Grover, Amrit Pal, Arun Bali",India,"May 15, 2017",1995,142,"Two boyhood pals – one righteous, the other a criminal – take very different paths to adulthood. Their love for the same woman may prove disastrous.",Dramas
+s5090,Movie,Ram Teri Ganga Maili,Raj Kapoor,"Mandakini, Rajiv Kapoor, Divya Rana, Saeed Jaffrey, Kulbhushan Kharbanda, Raza Murad, Sushma Seth, Trilok Kapoor",India,"December 31, 2019",1985,178,"Abandoned by her new husband and father of her son, a mountain woman journeys to Calcutta to find him, constantly tested by social evils along the way.",Classic Movies
+s5091,Movie,Raman Raghav 2.0,Anurag Kashyap,"Nawazuddin Siddiqui, Vicky Kaushal, Sobhita Dhulipala, Mukesh Chhabra, Anuschka Sawhney, Vipin Sharma, Deepali Suryakant Badekar, Ashok Lokhande, Harssh Singh, Rajesh Jais, Hitesh Dave",India,"November 19, 2020",2016,133,A corrupt cop and a serial killer obsessed with a psychopath from the '60s get caught up in a ruthless cat-and-mouse game in this Indian thriller.,International Movies
+s5093,Movie,Ramen Shop,Eric Khoo,"Takumi Saitoh, Seiko Matsuda, Mark Lee, Jeanette Aw, Tsuyoshi Ihara, Tetsuya Bessho, Beatrice Chien",Singapore,"July 31, 2019",2018,90,Ramen chef Masato travels to Singapore to retrace his mother's life and finds a deeper understanding of his family history and culture.,Dramas
+s5094,Movie,Ramji Londonwaley,Sanjay Dayma,"Madhavan, Samita Bangargi, Harsh Chhaya, Rajendranath Zutshi, Shikha Shalu Varma, Satish Shah, Akhilendra Mishra",India,"December 31, 2019",2005,154,"A small-town cook moves to London to earn a living, but from his employer’s sudden death to the immigration officials on his trail, plans soon go sour.",Comedies
+s5095,Movie,Rampage: President Down,Uwe Boll,"Brendan Fletcher, Steve Baran, Ryan McDonell, Scott Patey, Loretta Walsh, Zain Meghji, Crystal Lowe",Canada,"January 5, 2017",2016,100,"Lone-wolf vigilante Bill Williamson is back, taking aim at the U.S. government and eluding the pursuit of two FBI agents who are on his trail.",Action
+s5096,Movie,Rampant,Kim Sung-hoon,"Hyun Bin, Jang Dong-gun, Jo Woo-jin, Jeong Man-sik, Lee Sun-bin, Kim Eui-sung, Cho Dal-hwan, Seo Ji-hye, Kim Tae-woo, Kim Joo-hyuk",South Korea,"May 26, 2019",2018,122,"When Prince Lee Cheong returns to Joseon after his brother’s death, he finds the kingdom plagued by deadly creatures – but they’re not the only threat.",Action
+s5097,Movie,Ranbhool,Girish Joshi,"Subodh Bhave, Mohan Joshi, Vinay Apte, Uday Tikekar, Tejaswini Pandit, Saii Ranade, Daksha Mahendra, Gargi Datar",India,"March 15, 2018",2010,115,"Believing himself to be God's envoy, a troubled young man embarks on a killing spree as his passion for music becomes a psychotic obsession.",Horror Movies
+s5098,Movie,Rang De Basanti,Rakeysh Omprakash Mehra,"Aamir Khan, Siddharth, Atul Kulkarni, Sharman Joshi, Kunal Kapoor, Alice Patten, Soha Ali Khan, Waheeda Rehman, Kiron Kher, Om Puri, Anupam Kher, Madhavan",India,"August 2, 2018",2006,159,An idealistic English filmmaker casts a group of student actors in her docudrama about India's revolution against British rule in the 1920s.,Dramas
+s5099,Movie,Rango,Gore Verbinski,"Johnny Depp, Isla Fisher, Abigail Breslin, Ned Beatty, Alfred Molina, Bill Nighy, Stephen Root, Harry Dean Stanton, Timothy Olyphant, Ray Winstone",United States,"December 28, 2020",2011,110,"When he becomes lost in the desert, pet chameleon Rango pretends he's a tough guy and ends up sheriff of a corrupt and violent frontier town.",Children
+s5100,Movie,Rangoon,Vishal Bhardwaj,"Saif Ali Khan, Shahid Kapoor, Kangana Ranaut, Shriswara, Richard McCabe, Satoru Kawaguchi, Surendra Pal, Lin Laishram",India,"May 29, 2017",2017,153,"During World War II, daredevil star Miss Julia entertains soldiers at the Indo-Burma border, where she's caught up in a web of love and deceit.",Action
+s5101,Movie,Rangreza,Amir Mohiuddin,"Urwa Hocane, Bilal Ashraf, Gohar Rasheed, Saleem Mairaj, Ghana Ali, Shahid Naqvi",Pakistan,"August 1, 2018",2017,126,"A high-flying rock star and son of a politician falls for a woman from a qawwal family, leading to a love triangle that may consume everyone involved.",Dramas
+s5106,Movie,Rattlesnake,Zak Hilditch,"Carmen Ejogo, Theo Rossi, Emma Greenwell, Apollonia Pratt, Debrianna Mansini, Bruce Davis",United States,"October 25, 2019",2019,86,"After a mysterious woman saves her daughter from a deadly snakebite, a single mother must repay the debt by killing a stranger before sundown.",Horror Movies
+s5107,Movie,Ravenous,Robin Aubert,"Marc-André Grondin, Monia Chokri, Charlotte St-Martin, Brigitte Poupart, Marie-Ginette Guay, Micheline Lanctôt, Édouard Tremblay-Grenier, Luc Proulx, Didier Lucien, Robert Brouillette, Patrick Hivon",Canada,"March 2, 2018",2017,104,"As a zombie plague ravages their rural Quebec town, a scrappy band of survivors join forces to flee the infected hordes in this quiet thriller.",Horror Movies
+s5108,Movie,"Ray Romano: Right Here, Around the Corner",Michael Showalter,Ray Romano,United States,"February 5, 2019",2019,59,"Ray Romano cut his stand-up teeth at the Comedy Cellar in New York. Now, in his first comedy special in 23 years, he returns to where it all began.",Stand-Up
+s5113,Movie,Reaction,Husam El-Gohari,"Mahmoud Abdel Moghny, Amr Youssef, Horeya Farghaly, Mahmoud El Gendy, Entessar, Donia El Masry, Sabry Abdel Moniem, Raouf Mustafa, Alaa Zenhom",Egypt,"June 20, 2019",2011,99,"When a series of seemingly random people are murdered, baffled police search for a killer who may have a connection to them all.",Dramas
+s5114,Movie,Ready,Anees Bazmee,"Salman Khan, Asin, Paresh Rawal, Mahesh Manjrekar, Anuradha Patel, Manoj Pahwa, Manoj Joshi, Puneet Issar, Sharat Saxena, Akhilendra Mishra, Zarine Khan, Arya Babbar",India,"October 22, 2017",2011,144,"Bollywood superstar Salman Khan plays Prem, an heir to a perfume fortune who falls in love with the wrong woman in this romantic comedy.",Comedies
+s5115,Movie,Ready to Mingle,Luis Javier Henaine,"Cassandra Ciangherotti, Gabriela de la Garza, Irán Castillo, Sophie Alexander-Katz, Flor Eduarda Gurrola, Mariana Cabrera, Juan Pablo Medina, Pablo Cruz Guerrero, Diana Bovio, Andrés Almeida",Mexico,"October 2, 2019",2019,98,"After the man she thought she'd marry breaks up with her, Ana joins a class for single women who are in search of a husband.",Comedies
+s5116,Movie,Real Crime: Diamond Geezers,Tom Whitter,Forbes KB,United Kingdom,"August 1, 2016",2008,46,"In an attempted heist worthy of a Hollywood film, a cadre of criminals sets out to steal the world's largest perfect diamond from a London landmark.",Documentaries
+s5119,Movie,Real Steel,Shawn Levy,"Hugh Jackman, Dakota Goyo, Evangeline Lilly, Anthony Mackie, Kevin Durand, Hope Davis, James Rebhorn, Karl Yune, Olga Fonda, John Gatins",United States,"September 24, 2020",2011,127,A struggling fighter-turned-promoter reconnects with his estranged son to convert an old-generation robot into a mighty World Robot Boxing contender.,Action
+s5122,Movie,Rebecca,Ben Wheatley,"Lily James, Armie Hammer, Kristin Scott Thomas, Keeley Hawes, Ann Dowd, Sam Riley, Tom Goodman-Hill, Mark Lewis Jones, John Hollingworth, Bill Paterson",United Kingdom,"October 21, 2020",2020,123,"A young newlywed moves to her husband's imposing estate, where she must contend with his sinister housekeeper and the haunting shadow of his late wife.",Dramas
+s5123,Movie,Rebel Without a Cause,Nicholas Ray,"James Dean, Natalie Wood, Sal Mineo, Jim Backus, Ann Doran, Corey Allen, William Hopper, Rochelle Hudson, Dennis Hopper, Edward Platt",United States,"November 1, 2019",1955,111,"When Jim Stark arrives in a new town with his troubled past firmly in tow, he quickly falls for the girl next door and befriends the vulnerable Plato.",Classic Movies
+s5126,Movie,Rebirth,Karl Mueller,"Fran Kranz, Adam Goldberg, Nicky Whelan, Luis Gerardo Méndez, Harry Hamlin, Pat Healy, Kat Foster, Andrew J. West, Eric Ladin, Steve Agee",United States,"July 15, 2016",2016,101,"Long-lost buddy Zack gets suburban dad Kyle on a bus to a Rebirth seminar, sending him down a rabbit hole of psychodrama, seduction and violence.",Dramas
+s5128,Movie,Recall,Michael James Regan,"Michael James Regan, Tommy James Murphy, Louis Di Bianco, Stefano DiMatteo, Juan Carlos Velis, Katriina Isberg, Danny Bruzzi, Eugene Clark, Ronnie Rowe Jr., Brendee Green, A.C. Peterson",Canada,"June 25, 2019",2018,73,"Struggling to move on from a heartbreaking loss, Mikey is drawn into a dangerous underworld robbery orchestrated by his unreliable stepbrother Dale.",Dramas
+s5134,Movie,Red Christmas,Craig Anderson,"Dee Wallace, Geoff Morrell, Sarah Bishop, Janis McGavin, David Collins, Bjorn Stewart, Gerard O'Dwyer, Deelia Meriel, Sam Campbell, Anthony Jensen, Robert Anderson",Australia,"December 11, 2017",2016,81,A family Christmas gathering at an isolated Australian estate turns into the holiday from hell after a mysterious stranger turns up at the door.,Horror Movies
+s5135,Movie,Red Dawn,John Milius,"Patrick Swayze, C. Thomas Howell, Lea Thompson, Charlie Sheen, Darren Dalton, Jennifer Grey, Brad Savage, Doug Toby, Ben Johnson, Harry Dean Stanton",United States,"December 31, 2019",1984,114,A group of teenagers witnesses Soviet and Cuban paratroopers descending on their small Colorado town and systematically setting off World War III.,Action
+s5136,Movie,Red Oleanders Raktokarobi,Amitava Bhattacharya,"Shantilal Mukherjee, Mumtaz Sorcar, Rahul, Koushik Sen, Rajesh Sharma, Debdut Ghosh, Anindya Banerjee, Amitabha Bhattacharjee, Usashi Chakraborty, Dipankar Dey",India,"September 15, 2018",2017,112,"When a theater group stages a production of a Rabindranath Tagore play, they begin to notice parallels between the story and their own lives.",Dramas
+s5137,Movie,Red Trees,Marina Willer,Tim Piggott-Smith,United Kingdom,"March 24, 2018",2017,80,"A documentarian details her Jewish family's escape from Nazi-occupied Prague to refuge in Brazil, where her father built a life as an architect.",Documentaries
+s5139,Movie,Redemption,Steven Knight,"Jason Statham, Agata Buzek, Vicky McClure, Benedict Wong, Ger Ryan, Youssef Kerkour, Anthony Morris, Victoria Bewick, Christian Brassington, Danny Webb, Lee Asquith-Coe",United Kingdom,"January 1, 2021",2013,100,An Afghanistan veteran haunted by his dark past takes on an assumed identity but must risk stepping into the light when his girlfriend is murdered.,Action
+s5142,Movie,Regatta,Mohamed Samy,"Amr Saad, Ilham Shaheen, Rania Yousef",Egypt,"May 9, 2019",2015,100,Inside one of Cairo's most impoverished areas exists a place where criminals control everything and everyone.,Action
+s5143,Movie,Reggie Watts: Spatial,Benjamin Dickinson,Reggie Watts,United States,"December 6, 2016",2016,62,"The comic innovator delivers a surreal set blending experimental songs, jokes about grits, guns and drugs, and other improvised comedy adventures.",Music
+s5148,Movie,Reincarnated,Andy Capper,"Snoop Dogg, Dr. Dre, Bunny Wailer",United States,"June 13, 2016",2012,96,"Vice magazine's Andy Capper follows rapper Snoop Dogg on a pilgrimage to Jamaica, where he rechristens himself Snoop Lion, a reggae artist.",Documentaries
+s5153,Movie,ReMastered: The Two Killings of Sam Cooke,Kelly Duane de la Vega,Sam Cooke,United States,"February 8, 2019",2019,74,"While Sam Cooke rose to stardom as a soul singer, his outspoken views on civil rights drew attention that may have contributed to his death at age 33.",Documentaries
+s5157,Movie,Rembat,Shamyl Othman,"Shaheizy Sam, Aniu, Zizan Razak, Zara Zya, Arja Lee",Malaysia,"August 21, 2017",2015,88,"Two huge soccer fans must go on a rambunctious road trip to fix a big match between Malaysia and Thailand, or they'll draw the ire of a loan shark.",Action
+s5158,Movie,Remember,Atom Egoyan,"Christopher Plummer, Bruno Ganz, Jürgen Prochnow, Heinz Lieven, Henry Czerny, Dean Norris, Martin Landau",Canada,"July 26, 2018",2015,95,"Following the written instructions of his friend, senile Zev crosses the country to find and murder the Nazi who killed their families in Auschwitz.",Action
+s5159,Movie,Remember Me,Allen Coulter,"Robert Pattinson, Emilie de Ravin, Chris Cooper, Lena Olin, Pierce Brosnan, Tate Ellington, Ruby Jerins, Gregory Jbara, Meghan Markle",United States,"August 1, 2020",2010,112,"Tyler's still feeling lost following the tragedy that's strained his relationship with his father when he meets Ally, a girl who understands his pain.",Dramas
+s5160,Movie,Rememory,Mark Palansky,"Peter Dinklage, Julia Ormond, Martin Donovan, Anton Yelchin, Henry Ian Cusick, Evelyne Brochu, Matt Ellis, Colin Lawrence, Chad Krowchuk, Gracyn Shinyei",United Kingdom,"June 1, 2020",2017,112,"A psychologist is murdered after unveiling a breakthrough invention that extracts memories, spurring a fixated former patient to hunt for answers.",Dramas
+s5161,Movie,Rencor tatuado,Julián Hernández,"Diana Lein, Irving Peña, César Romero, César Ramos, Giovanna Zacarías, Mónica Del Carmen, Rocío Verdejo, Itatí Cantoral",Mexico,"May 14, 2020",2018,152,"Armed with a thirst for revenge, a vigilante makes justice her business after being hired by various women to seduce and humiliate their rapists.",Dramas
+s5163,TV Show,Reply 1994,Shin Won-ho,"Go Ara, Jung Woo, Sung Dong-il, Dohee, Son Ho-jun, Kim Sung-kyun, Cha Seon-wu, Yoo Yeon-seok, Lee Il-hwa",South Korea,"August 8, 2019",2014,1,"All hailing from various parts of Korea, a group of college students go from being complete strangers to a big happy family at a Seoul boarding house.",International TV
+s5164,TV Show,Reply 1997,Shin Won-ho,"Jung Eun-ji, Seo In-guk, Shin So-yul, Ji-won Eun, Lee Ho-won, Lee Si-eon, Sung Dong-il, Lee Il-hwa, Song Jong-ho",South Korea,"August 8, 2019",2012,1,"As a teen, Shi Won was obsessed with a boy band. Now 33 years old, Shi Won and her friends are reviving their memories as their school reunion nears.",International TV
+s5167,Movie,Resident Evil: Afterlife,Paul W.S. Anderson,"Milla Jovovich, Ali Larter, Kim Coates, Shawn Roberts, Sergio Peris-Mencheta, Spencer Locke, Boris Kodjoe, Wentworth Miller",Germany,"January 1, 2020",2010,97,"The Undead Apocalypse continues as super-soldier Alice finds her way to a supposed sanctuary in Los Angeles, which may just be a deadly trap.",Action
+s5168,Movie,Residente,René Pérez Joglar,René Pérez Joglar,United States,"January 1, 2018",2017,97,The results of a DNA test spur Puerto Rican rap icon Residente to set out on a global voyage in search of his roots and fresh musical inspiration.,Documentaries
+s5169,Movie,Residue,Merawi Gerima,"Obinna Nwachukwu, Dennis Lindsey, Taline Stewart, Derron Scott, Jamal Graham, JaCari Dye, Julian Selman, Melody Tally, Ramon Thompson, Hasinatu Camara",United States,"September 17, 2020",2020,90,A young screenwriter returns to his hometown to write a script based on his childhood and discovers his neighborhood has been gentrified.,Dramas
+s5171,Movie,Restless Creature: Wendy Whelan,"Linda Saffire, Adam Schlesinger","Peter Martins, Sean Suozzi, Gretchen Smith, Ashley Laracey, Tiler Peck, Damian Woetzel, Albert Evans, Sterling Hyltin, Craig Hall, Peter Boal, Karen Young, Michelle Rodriguez, Jock Soto, Adam Barrett",United States,"September 26, 2017",2016,94,"After 30 years with the New York City Ballet, celebrated dancer Wendy Whelan redefines herself as an artist in a new stage of life.",Documentaries
+s5172,Movie,Results,Andrew Bujalski,"Guy Pearce, Cobie Smulders, Kevin Corrigan, Giovanni Ribisi, Anthony Michael Hall, Brooklyn Decker, Constance Zimmer, Tishuan Scott",United States,"October 22, 2015",2015,105,"After an ugly divorce, a wealthy but unhappy man trains at a local gym and develops a strange relationship with the owner and a captivating trainer.",Comedies
+s5175,Movie,Retablo,Álvaro Delgado-Aparicio L.,"Junior Béjar Roca, Amiel Cayo, Magaly Solier, Hermelinda Luján, Mauro Chuchón, Claudia Solís, Coco Chiarella",Peru,"July 30, 2020",2017,102,"High in the Andes, a teenage boy and his father work together as artisans. But their bond is shattered when the son learns of his father's secret life.",Dramas
+s5177,Movie,Return of the Prodigal Son,Youssef Chahine,"Majida El Roumi, Souheir El Morshidy, Shoukry Sarhan, Huda Sultan, Mahmoud El Meleigy, Ahmad Mehrez, Hesham Selim",Egypt,"June 19, 2020",1976,124,"Freed after spending 12 years in jail, a man's homecoming turns into a dark affair as his disillusion clashes with his family's expectations.",Dramas
+s5178,Movie,Return To The 36th Chamber,Chia-Liang Liu,"Gordon Liu, Lung Wei Wang, Hou Hsiao, Lun Hua, Yeong-mun Kwon, Kara Hui, Szu-Chia Chen, Tsui Ling Yu, Wei Hao Teng, Gong Shih",Hong Kong,"August 16, 2018",1980,97,"When thugs prey upon innocent factory workers, a small-time scammer trains for revenge by studying the moves of Shaolin temple monks.",Action
+s5179,Movie,Revelations,Vijay Jayapal,"Chetan, Lakshmi Priyaa Chandramouli, Anantharam Karthik, Arpita Banerjee",India,"March 1, 2017",2016,118,"After four years together, a husband and wife become entangled in secret, sexually charged relationships that threaten to unravel their marriage.",Dramas
+s5181,Movie,Revenge of the Green Dragons,"Andrew Lau Wai-Keung, Andrew Loo","Ray Liotta, Justin Chon, Kevin Wu, Harry Shum Jr., Eugenia Yuan, Leonard Wu, Jin Auyeung, Jon Kit Lee, Shuya Chang, Geoff Pierson",Hong Kong,"July 21, 2018",2014,95,"In gritty 1980s New York, two Chinese immigrant boys rise through the ranks of the infamous Green Dragons gang, where they're trained to kill.",Action
+s5182,Movie,Revenge of the Pontianak,"Glen Goei, Gavin Yap","Nur Fazura, Remy Ishak, Hisyam Hamid, Shenty Feliziana, Nam Ron, Tony Eusoff, Wan Hanafi Su",Singapore,"October 24, 2019",2019,92,A wedding in a Malaysian village leaves out one guest: a scorned vampire ghost bent on settling a secret score with the groom and anyone in her way.,Horror Movies
+s5183,Movie,Revenger,Lee Seung-won,"Bruce Khan, Park Hee-soon, Yoon Jin-seo, Kim In-kwon, Kim Na-yeon, Park Cheol-min, Jeon Soo-jin, Kim Jae-hyun, Choi Je-heon",South Korea,"January 15, 2019",2018,102,"Hell-bent on avenging the murder of his family, a former detective infiltrates a remote island that serves as a prison for vicious death row criminals.",Action
+s5186,Movie,Revolt,Joe Miale,"Lee Pace, Bérénice Marlohe, Jason Flemyng, Sibulele Gcilitshana, Wandile Molebatsi, Sekoati Sk Tsubane, Leroy Gopal, Welile Nzunza, Patrick Bakoba, Tom Fairfoot",United Kingdom,"March 31, 2018",2017,87,"Following a devastating alien invasion, an American soldier and a French foreign aid worker attempt to find refuge in the Kenyan countryside.",Action
+s5187,TV Show,Revolting Rhymes,"Jani Lachauer, Jakob Schuh","Rob Brydon, Bertie Carvel, Gemma Chan, Dominic West, Isaac Hempstead Wright, Bel Powley, Tamsin Greig, Rose Leslie, David Walliams",United Kingdom,"February 1, 2018",2017,1,Popular fairy tales take on a darkly comic edge in these short animated films based on a book by Roald Dahl and illustrator Quentin Blake.,British TV
+s5189,Movie,Revolutionary Road,Sam Mendes,"Leonardo DiCaprio, Kate Winslet, Kathy Bates, Michael Shannon, Kathryn Hahn, David Harbour, Dylan Baker, Richard Easton, Zoe Kazan, Jay O. Sanders, Max Casella",United States,"November 1, 2019",2008,120,"April and Frank's marriage unravels when a plan to change their ""perfect"" lives becomes their last hope to escape lives engulfed in emptiness.",Dramas
+s5190,Movie,Rezeta,Fernando Frías De La Parra,"Rezeta Veliu, Roger Mendoza, Emiliano Becerríl, Sebastián Cordova, Paulina Dávila",Mexico,"December 3, 2016",2012,84,"Gorgeous and free-spirited Albanian model Rezeta arrives in Mexico City, and soon uses her charms to take up a carefree new life in the metropolis.",Dramas
+s5193,Movie,Rhys Nicholson Live at the Athenaeum,Thomas Toby Parkinson,Rhys Nicholson,United Kingdom,"December 20, 2020",2020,66,"Rhys Nicholson flexes his biting humor as he discusses horse tranquilizers, angry letters from viewers, and more in this stand-up special.",Stand-Up
+s5196,Movie,Ricardo O'Farrill Abrazo Genial,"Raúl Campos, Jan Suter",Ricardo O'Farrill,Mexico,"January 22, 2016",2016,92,"Ricardo O'Farrill brings his sharp, observational humor to the stage with a relentless sarcasm and specific Mexican sensibility. Prepare for mockery.",Stand-Up
+s5197,Movie,Ricardo O'Farrill: Abrazo navideño,"Raúl Campos, Jan Suter","Ricardo O'Farrill, Carlos Ballarta, Sofía Niño de Rivera, Chumel Torres, Marissa ""Chabe"" Lozano",Mexico,"December 12, 2016",2016,31,"The expressive Ricardo O'Farrill uses his astute comedic sensibilities to tease Christmas traditions, and not even Santa Claus escapes unscathed.",Stand-Up
+s5198,Movie,Ricardo Quevedo: Hay gente así,"Raúl Campos, Jan Suter",Ricardo Quevedo,Colombia,"January 24, 2018",2018,59,"Droll comic Ricardo Quevedo hits Bogotá with a set that touches on embarrassing misunderstandings, sex talk, the thrill of being scared and more.",Stand-Up
+s5200,Movie,Rich in Love,Bruno Garotti,"Danilo Mesquita, Giovanna Lancellotti, Jaffar Bambirra, Lellê, Ernani Moraes, Gillray Coutinho, Jeniffer Dias, Bruna Griphao, Fernanda Paes Leme",Brazil,"April 30, 2020",2020,105,"Rich kid Teto is determined to prove himself to Paula, his love interest. But when he tells her he grew up poor, the lie spins out of control.",Comedies
+s5201,Movie,Richard Pryor: Live in Concert,Jeff Margolis,Richard Pryor,United States,"December 1, 2016",1979,79,"Richard Pryor's classic 1979 concert film has him discussing a wide range of topics, including race, the police and his favorite target – himself.",Stand-Up
+s5203,Movie,Ricky Gervais: Humanity,John L. Spencer,Ricky Gervais,United Kingdom,"March 13, 2018",2018,79,"In his first special in seven years, Ricky Gervais slings his trademark snark at celebrity, mortality and a society that takes everything personally.",Stand-Up
+s5204,Movie,Ride Like a Girl,Rachel Griffiths,"Teresa Palmer, Sam Neill, Sullivan Stapleton, Stevie Payne, Brooke Satchwell, Magda Szubanski, Aaron Glenane, Damien Garvey, Sophia Crawford, Henry Nixon",Australia,"June 27, 2020",2020,99,"The daughter of a horse trainer, an ambitious girl sets her sights on becoming the first female jockey to win the Melbourne Cup. Based on a true story.",Children
+s5206,Movie,Riding Faith,Paco Aguilar,"John Schneider, T.C. Stallings, Grace Van Dien, Marisa Brown, Jimmy Deshler",United States,"June 17, 2020",2020,81,"Following her father's death, a young woman struggles to help her mother keep the family ranch afloat while preserving a special bond with her horse.",Children
+s5207,Movie,Right Here Right Now,Jakob Lass,"Niklas Bruhn, David Schütter, Tinka Furst, Corinna Harfouch, Bela B. Felsenheimer, Martina Schöne-Radunski, Mathias Bloech, Tanna Barthel, Felix Maria Zeppenfeld, Kalle Schwensen",Germany,"June 16, 2019",2018,91,"The owner of a failing music club throws one last blowout, bringing together friends, foes and hard-partying weirdos for an unhinged New Year's Eve.",Comedies
+s5208,Movie,Righteous Kill,Jon Avnet,"Robert De Niro, Al Pacino, 50 Cent, Carla Gugino, John Leguizamo, Donnie Wahlberg, Brian Dennehy, Trilby Glover",United States,"June 1, 2019",2008,101,"Two detectives investigate a rash of vigilante killings linked to an old case, suggesting they might have put an innocent man behind bars.",Dramas
+s5210,Movie,Rim of the World,McG,"Jack Gore, Miya Cech, Benjamin Flores Jr., Alessio Scalzotto, Andrew Bachelor, Annabeth Gish, Scott MacArthur, Dean S. Jagger, Michael Beach, Lynn Collins, David Theune, Tony Cavalero, Carl McDowell, Punam Patel, Jason Rogel, Chris Wylde, Rudy Mancuso, Amanda Cerny, Allan Graf, Cameron Fuller, Richard Gore, Peter Parros, Annie Cavalero",United States,"May 24, 2019",2019,99,"Stranded at a summer camp when aliens attack the planet, four teens with nothing in common embark on a perilous mission to save the world.",Action
+s5212,Movie,Ringan,Makarand Mane,"Shashank Shende, Sahil Joshi, Suhas Sirsat, Kalyanee Mulay, Vijay Salve, Umesh Jagtap, Shantanu Gangane, Abhay Mahajan, Vitthal Patil, Ketan Pawar",India,"May 1, 2018",2015,103,"Desperate to save his land, an indebted farmer journeys to Pandharpur to seek divine blessing with his small son, who searches for his mother.",Dramas
+s5214,Movie,Rip Tide,Rhiannon Bannenberg,"Debby Ryan, Genevieve Hegney, Andrew Creer, Naomi Sequeira, Aaron Jeffery, Valerie Bader, Jeremy Lindsay Taylor, Danielle Carter, Marcus Graham, Kimie Tsukakoshi",Australia,"January 15, 2018",2017,87,"Following an embarrassing viral video, a New York model decides to escape from her suffocating existence by visiting her faraway aunt in Australia.",Children
+s5215,Movie,Riphagen - The Untouchable,Pieter Kuijpers,"Jeroen van Koningsbrugge, Anna Raadsveld, Sigrid ten Napel, Peter Blok, Bob Stoop, Lisa Zweerman, Kay Greidanus, René Kortekaas, Sieger Sloot, Mark Rietman",Netherlands,"October 1, 2016",2016,132,"This biopic profiles Andries Riphagen, a Dutch criminal who blackmailed Jews in hiding during World War II and was responsible for hundreds of deaths.",Dramas
+s5218,Movie,Rise of the Zombie,"Devaki Singh, Luke Kenny","Luke Kenny, Kirti Kulhari, Ashwin Mushran, Benjamin Gilani",India,"December 15, 2017",2013,83,"A heartbroken wildlife photographer throws himself into his work, only to find himself experiencing strange transformations.",Horror Movies
+s5219,Movie,Rise: Ini Kalilah,"Saw Teong Hin, Nik Amir Mustapha, M.S. Prem Nath","Remy Ishak, Mira Filzah, Jack Tan, Sangeeta Krishnasamy, Shashi Tharan, Mark O'Dea, Jenn Chia, Sharifah Sakinah",Malaysia,"February 27, 2019",2018,101,"Inspired by Malaysia's 14th General Election, this film trails six individuals and the obstacles they face in the days leading up to the historic event.",Dramas
+s5221,Movie,Rising High,Cüneyt Kaya,"David Kross, Frederick Lau, Janina Uhse, Anne Schäfer, Sophia Thomalla",Germany,"April 17, 2020",2020,95,"Ready to do anything to get rich, a young man upends the Berlin property market with his shady pal, till the good times threaten to destroy it all.",Dramas
+s5224,Movie,Rivaaz,Ashok Nanda,"Deepti Naval, Vijay Raaz, Meghna Naidu, Saadhika Randhawa, Ritisha Vijayvargya, Manoj Biddvai, Sayaji Shinde, Reema Lagoo",India,"November 1, 2017",2011,107,"In a village where girls are auctioned off rather than married, a man falls in love with a girl who is about to face the bidders.",Dramas
+s5226,Movie,River's Edge,Isao Yukisada,"Fumi Nikaido, Ryo Yoshizawa, Shuhei Uesugi, Sumire, Shiori Doi, Aoi Morikawa",Japan,"March 2, 2019",2018,118,"High schooler Haruna befriends loner Yamada, then is drawn into the tangled relationship between him, a model and the girl who loves him unreasonably.",Dramas
+s5227,TV Show,Riverdale,Rob Seidenglanz,"K.J. Apa, Lili Reinhart, Camila Mendes, Cole Sprouse, Marisol Nichols, Madelaine Petsch, Ashleigh Murray, Mädchen Amick, Luke Perry, Casey Cott, Charles Melton, Mark Consuelos, Lochlyn Munro, Peter Bryant, Colin Lawrence, Molly Ringwald, Asha Bromfield, Barclay Hope, Hayley Law, Martin Cummins, Sarah Habel, Nathalie Boltt, Skeet Ulrich",United States,"May 14, 2020",2019,4,"While navigating the troubled waters of sex, romance, school and family, teen Archie and his gang become entangled in a dark Riverdale mystery.",Crime TV
+s5228,Movie,Rize,David LaChapelle,"Tommy the Clown, Tight Eyez",United States,"October 1, 2020",2005,87,"This documentary explores ""krumping,"" a fast-paced urban dance, and follows the man that originated the phenomenon in South Central Los Angeles.",Documentaries
+s5229,Movie,Road To High & Low,Shigeaki Kubo,"Takanori Iwata, Nobuyuki Suzuki, Keita Machida, Akira, Sho Aoyagi, Keiji Kuroki, Yuki Yamada, Masataka Kubota, Kento Hayashi, Kenjiro Yamashita, Kanta Sato, Taiki Sato, Takahiro, Hiroomi Tosaka, Tatsuya Nakamura, Arata Iura",Japan,"September 20, 2020",2016,94,Three inseparable friends are torn when one of them becomes a member of a predatory criminal syndicate threatening to overpower his old friends' gang.,Action
+s5231,Movie,Road to Sangam,Amit Rai,"Paresh Rawal, Om Puri, Pavan Malhotra, Javed Sheikh, Swati Chitnis, Masood Akhtar, Sudhir Nema, Rakesh Srivastava",India,"December 31, 2019",2010,136,"As communal violence erupts in his neighborhood, a Muslim mechanic presses forward to repair a historic truck that will transport Gandhi’s last remains.",Dramas
+s5232,Movie,Road to Yesterday,Ishaya Bako,"Genevieve Nnaji, Oris Erhuero, Majid Michel",Nigeria,"July 1, 2016",2015,96,"Their marriage failing, Victoria and Izu try to reconnect during a road trip. But bringing long-repressed secrets to light threatens yet more discord.",Dramas
+s5233,Movie,Road Trip: Beer Pong,Steve Rash,"Nestor Aaron Absera, Julianna Guill, Preston Jones, Julia Levy-Boeken, Danny Pudi, Michael Trotter, Daniel Newman, DJ Qualls",United States,"January 1, 2020",2009,97,"When three college pals hit the road to compete in a big-time beer pong tournament, their trip morphs into an outrageous odyssey.",Comedies
+s5234,Movie,"Rob Schneider: Asian Momma, Mexican Kids",Tyler Spindel,Rob Schneider,United States,"August 11, 2020",2020,44,"Former ""Saturday Night Live"" star Rob Schneider returns to the stage and shares his take on life, love and dinosaur dreams in this stand-up special.",Stand-Up
+s5235,Movie,Roberto Saviano: Writing Under Police Protection,Pierfrancesco Diliberto,Pierfrancesco Diliberto,Italy,"May 1, 2018",2016,45,"Italian TV host Pif revisits Roberto Saviano, who's been living under protection since publishing ""Gomorrah,"" his exposé on organized crime in Naples.",Documentaries
+s5236,Movie,Robin Hood: The Rebellion,Nicholas Winter,"Ben Freeman, James Oliver Wheatley, Marie Everett, Jamie Kenna, James Groom, James G. Nunn, Martyn Ford, Gareth David-Lloyd, Brian Blessed, Kristian Nairn",United Kingdom,"May 1, 2019",2018,92,"When the Sheriff of Nottingham takes his beloved captive, Robin Hood embarks on a daring rescue mission at the tyrant's castle.",Action
+s5241,Movie,Rocco,"Thierry Demaizière, Alban Teurlai",Rocco Siffredi,France,"September 1, 2017",2016,103,Italian porn star Rocco Siffredi is showcased in this documentary that shadows the legendary performer during his final year in front of the camera.,Documentaries
+s5242,Movie,Rock My Heart,Hanno Olderdissen,"Lena Klenke, Dieter Hallervorden, Emilio Sakraya, Annette Frier, Milan Peschel, Vedat Erincin, Johann von Bülow, Michael Lott, Hans Martin Stier, Anneke Kim Sarnau",Germany,"June 7, 2019",2019,110,"After an adventurous teen with a heart defect bonds with an unruly stallion, she trains to compete as an amateur jockey in a life-threatening race.",Children
+s5243,Movie,Rock On!!,Abhishek Kapoor,"Farhan Akhtar, Arjun Rampal, Purab Kohli, Luke Kenny, Prachi Desai, Shahana Goswami, Koel Purie",India,"December 15, 2019",2008,139,"Four friends hoped that their rock band would be a hit. After breaking up, the band members reunite and take another shot at fulfilling their dream.",Dramas
+s5244,Movie,Rocko's Modern Life: Static Cling,"Joe Murray, Cosmo Segurson","Carlos Alazraqui, Tom Kenny, Charlie Adler, Jill Talley, Mr. Lawrence, Joe Murray",United States,"August 9, 2019",2019,46,"After 20 years in space, Rocko struggles to adjust to life in 21st century O-Town and makes it his mission to get his favorite show back on the air.",Children
+s5245,Movie,Rocky,John G. Avildsen,"Sylvester Stallone, Talia Shire, Burt Young, Carl Weathers, Burgess Meredith, Thayer David, Joe Spinell, Jimmy Gambina, Bill Baldwin",United States,"August 1, 2019",1976,120,"Sylvester Stallone shot to fame as Rocky Balboa, an unknown fighter who's given a shot at fighting world champ Apollo Creed as a publicity stunt.",Action
+s5246,Movie,Rocky Handsome,Nishikant Kamat,"John Abraham, Diya Chalwad, Shruti Haasan, Nishikant Kamat, Sharad Kelkar, Nathalia Kaur",India,"February 17, 2017",2016,119,A reclusive pawn shop owner sets his sights on revenge when vicious gangsters kidnap his drug-addicted neighbor's young daughter.,Action
+s5247,Movie,Rocky II,Sylvester Stallone,"Sylvester Stallone, Talia Shire, Burt Young, Carl Weathers, Burgess Meredith, Tony Burton, Joe Spinell, Leonard Gaines, John Pleshette, Sylvia Meals",United States,"August 1, 2019",1979,119,"Featuring a rousing climax, this engaging sequel finds boxer Rocky Balboa returning to the ring for a rematch against reigning champ Apollo Creed.",Dramas
+s5248,Movie,Rocky III,Sylvester Stallone,"Sylvester Stallone, Talia Shire, Burt Young, Carl Weathers, Burgess Meredith, Tony Burton, Mr. T, Hulk Hogan, Ian Fried",United States,"August 1, 2019",1982,100,"After taking a pounding from a powerful young fighter, humbled world champ Rocky Balboa turns to ex-rival Apollo Creed for help in regaining his form.",Dramas
+s5249,Movie,Rocky IV,Sylvester Stallone,"Sylvester Stallone, Talia Shire, Burt Young, Carl Weathers, Dolph Lundgren, Brigitte Nielsen, Tony Burton, Michael Pataki",United States,"August 1, 2019",1985,92,"Rocky Balboa takes on the Cold War, coming out of retirement to battle a Soviet fighter who pulverized Rocky's friend and former rival, Apollo Creed.",Dramas
+s5250,Movie,Rocky V,John G. Avildsen,"Sylvester Stallone, Talia Shire, Burt Young, Richard Gant, Tommy Morrison, Sage Stallone, Burgess Meredith, Tony Burton",United States,"August 1, 2019",1990,104,"Inspired by the memory of his trainer, a broke and seemingly careerless Rocky finds glory in training and takes on an up-and-coming boxer.",Dramas
+s5251,Movie,Rodney Carrington: Here Comes the Truth,Brandon Jones,Rodney Carrington,United States,"October 3, 2017",2017,66,"Raunchy country comic and musician Rodney Carrington jokes and sings about life in his 40s, poking fun at sex, relationships and gaining weight.",Stand-Up
+s5252,Movie,Rodney King,Spike Lee,Roger Guenveur Smith,United States,"April 28, 2017",2017,53,Roger Guenveur Smith gives voice to the man at the center of the brutal police beating that helped fuel the 1992 LA riots. Spike Lee directs.,Dramas
+s5253,Movie,Roger Corman's Death Race 2050,G.J. Echternkamp,"Manu Bennett, Malcolm McDowell, Marci Miller, Burt Grinstead, Folake Olowofoyeku, Ramsey Moore, Yancy Butler, Charlie Farrell, Shanna Olson",United States,"January 17, 2017",2017,93,"In this dystopian sequel, kills equal points in a violently gory annual cross-country road race sponsored by the United Corporations of America.",Action
+s5254,Movie,Rogue City,Olivier Marchal,"Lannick Gautry, Stanislas Merhar, Kaaris, David Belle, Jean Reno, Claudia Cardinale, Gérard Lanvin, Patrick Catalifo, Moussa Maaskri, Catherine Marchal",France,"October 30, 2020",2020,116,"Caught in the crosshairs of police corruption and Marseille’s warring gangs, a loyal cop must protect his squad by taking matters into his own hands.",Dramas
+s5255,Movie,Rogue Warfare,Mike Gunther,"Will Yun Lee, Jermaine Love, Rory Markham, Bertrand-Xavier Corbi, Katie Keene, Fernando Chien, Gina DeCesare, Michael Blalock, Chris Mulkey, Stephen Lang",United States,"March 28, 2020",2019,103,An elite international squad of uniquely skilled special forces is assembled to combat a rising underground terrorist threat in the Middle East.,Action
+s5256,Movie,Rogue Warfare: The Hunt,Mike Gunther,"Will Yun Lee, Jermaine Love, Rory Markham, Bertrand-Xavier Corbi, Katie Keene, Fernando Chien, Gina DeCesare, Michael Blalock, Chris Mulkey, Stephen Lang",United States,"August 1, 2020",2020,104,"When their leader is captured by an extremist organization, a special forces team stages a perilous rescue mission as time runs out.",Action
+s5257,Movie,Roh's Beauty,Sameh Abdulaziz,"Haifa Wehbe, Bassem Samra, Mohamed Lotfy, Ahmed Fathy, Nagua Fouad, Ahlam Al-Gritly, Karim El Abnoudi, Salah Abdullah, Hakim, Usha",Egypt,"April 19, 2019",2014,98,"Hoping to earn money to support her son, a single mother sings in a nightclub, where danger lurks around every corner.",Dramas
+s5261,Movie,Rolling Thunder Revue: A Bob Dylan Story by Martin Scorsese,Martin Scorsese,"Bob Dylan, Allen Ginsberg, Joan Baez, Patti Smith, Roger McGuinn, Sam Shepard, Sharon Stone, Joni Mitchell, Scarlet Rivera, Ramblin' Jack Elliott, Ronnie Hawkins, Anne Waldman, Ronee Blakley",United States,"June 12, 2019",2019,142,"In an alchemic mix of fact and fantasy, Martin Scorsese looks back at Bob Dylan's 1975 Rolling Thunder Revue tour and a country ripe for reinvention.",Documentaries
+s5262,Movie,ROMA,Alfonso Cuarón,"Yalitza Aparicio, Marina de Tavira",Mexico,"December 14, 2018",2018,135,"Director Alfonso Cuarón delivers a vivid, emotional portrait of domestic life and social hierarchy set against Mexico's political turmoil of the 1970s.",Dramas
+s5264,Movie,Romance Doll,Yuki Tanada,"Issey Takahashi, Yuu Aoi, Kenta Hamano, Toko Miura, Koji Ohkura, Pierre Taki, Eri Watanabe, Kitaro",Japan,"July 24, 2020",2020,124,"Love came naturally for married couple Sonoko and Tetsuo. But his secret profession as a love doll designer clashes with her deeper, darker secret.",Dramas
+s5266,Movie,Romantik Komedi,Ketche,"Sedef Avcı, Cemal Hünal, Begüm Kütük, Engin Altan Düzyatan, Sinem Kobal, Gürgen Öz, Burcu Kara, Kubilay Penbeklioğlu",Turkey,"March 10, 2017",2010,110,"Bored with her life and inspired by a friend's wedding, Esra quits her job and dumps her boyfriend, leading to a series of romantic misadventures.",Comedies
+s5267,Movie,Romantik Komedi 2: Bekarlığa Veda,Erol Özlevi,"Sinem Kobal, Engin Altan Düzyatan, Sedef Avcı, Cemal Hünal, Burcu Kara, Gürgen Öz, Öykü Çelik, Gökçe Özyol",Turkey,"March 10, 2017",2013,105,"Didem tries everything to get actor Cem to propose to her, but he's got other things on his mind: a beautiful new co-star and a secret bachelor party.",Comedies
+s5268,Movie,Romeo Akbar Walter,Robbie Grewal,"John Abraham, Jackie Shroff, Mouni Roy, Sikander Kher, Raghuvir Yadav, Alka Amin, Rajesh Shringarpure, Anil George",India,"June 30, 2019",2019,141,"In 1971, a fallen army major’s son is tapped by India's Research and Analysis Wing to serve as an undercover agent in Pakistan in the lead-up to war.",Dramas
+s5269,Movie,Romeo Ranjha,Navaniat Singh,"Jazzy B, Garry Sandhu, Monica Bedi, Parul Gulati, Rana Ranbir, Yograj Singh, Rana Jung Bahadur, Sanga Jagir",India,"November 1, 2017",2014,122,"Two common boys travel from India to Thailand to find success and money, enjoying their friendship and finding ways to cheat the cheats.",Action
+s5270,Movie,Romina,Diego Cohen,"Francisca Lozano, Oliver Nava, Arantza Ruiz, Claudia Zepeda, Walter Bercht, Roberto Beck, Victor Bonilla, Eduardo Negrete",Mexico,"July 13, 2018",2018,75,A shocking assault inspires horrific violence when a group of teens encounters a girl from their school while camping in a remote spot.,Horror Movies
+s5271,Movie,"Ron White: If You Quit Listening, I'll Shut Up",Tom Forrest,Ron White,United States,"October 16, 2018",2018,63,"Ron “Tater Salad” White dishes out his signature brand of cynicism, riffing on sex, celebrity and the sinister habits of wild geese.",Stand-Up
+s5272,Movie,Ronnie Coleman: The King,Vlad Yudin,Ronnie Coleman,United States,"October 25, 2018",2018,93,"Today, legendary bodybuilder Ronnie Coleman's body bears the scars of becoming the best in the world. Here, he shares what it took to reach his goals.",Documentaries
+s5273,Movie,Ronny Chieng: Asian Comedian Destroys America!,Sebastian DiNatale,Ronny Chieng,United States,"December 17, 2019",2019,63,"Ronny Chieng (""The Daily Show,"" ""Crazy Rich Asians"") takes center stage in this stand-up special and riffs on modern American life and more.",Stand-Up
+s5275,Movie,Room,Lenny Abrahamson,"Brie Larson, Jacob Tremblay, Joan Allen, Sean Bridgers, Tom McCamus, William H. Macy, Cas Anvar, Amanda Brugel, Wendy Crewson, Sandy McMaster",Ireland,"July 19, 2018",2015,118,"Kidnapped, confined to a tiny room and raped, a young woman gives birth to a son. When he reaches his fifth birthday, she begins plotting an escape.",Dramas
+s5277,Movie,Room for Rent,Matthew Atkinson,"Brett Gelman, Mark Little, Carla Gallo, Stephnie Weir, Patrick J. Adams, Mark McKinney",Canada,"March 1, 2019",2017,89,"To save his parents’ home, a lottery-squandering 32-year-old man sublets a room to a disarmingly creepy tenant.",Comedies
+s5278,Movie,Room on the Broom,"Max Lang, Jani Lachauer","Simon Pegg, Gillian Anderson, Rob Brydon, Martin Clunes, Sally Hawkins, David Walliams, Timothy Spall",United Kingdom,"July 1, 2019",2012,26,"A gentle witch with a ginger braid offers rides to a variety of animals on her increasingly crowded broom, much to her grumpy cat's chagrin.",Children
+s5282,Movie,Roped,Shaun Paul Piccinino,"Josh Swickard, Casper Van Dien, Lorynn York, Christina Moore, John Schneider, Michael Roark, Shane Graham, Cooper Lundeen, Javicia Leslie, Spencer Neville",United States,"May 2, 2020",2020,90,A star cowboy in a traveling rodeo gets thrown off course when he falls in love with the daughter of a tough-minded town councilman.,Children
+s5283,Movie,Rory Scovel Tries Stand-Up for the First Time,Scott Moran,Rory Scovel,United States,"June 20, 2017",2017,66,"Comedian Rory Scovel storms the stage in Atlanta, where he shares unfocused thoughts about things that mystify him, relationships and the ""Thong Song.""",Stand-Up
+s5285,Movie,Rose Island,Sydney Sibilia,"Elio Germano, Matilda De Angelis, Tom Wlaschiha, Luca Zingaretti, Fabrizio Bentivoglio, Leonardo Lidi, François Cluzet",Italy,"December 9, 2020",2020,119,"An idealistic engineer builds his own island off the coast of Italy and declares it a nation, drawing the attention of the world — and the government.",Comedies
+s5286,Movie,Rosemary's Baby,Roman Polanski,"Mia Farrow, John Cassavetes, Ruth Gordon, Sidney Blackmer, Maurice Evans, Ralph Bellamy, Patsy Kelly, Elisha Cook Jr., Emmaline Henry, Charles Grodin",United States,"November 1, 2019",1968,137,"A woman is thrilled to find out she's pregnant. But as her belly grows, the more certain she becomes that her unborn child is in serious danger.",Classic Movies
+s5289,Movie,Rounders,John Dahl,"Matt Damon, Edward Norton, John Turturro, Gretchen Mol, Famke Janssen, John Malkovich, Martin Landau, Michael Rispoli, Josh Mostel, Tom Aldredge",United States,"November 1, 2019",1998,121,"A law student befriends and ""befoes"" a fellow gambling addict and a club owner, and tensions run high when they must come up with $15k in just 5 days.",Dramas
+s5290,Movie,Rowdy Rathore,Prabhu Deva,"Akshay Kumar, Sonakshi Sinha, Nasser, Yashpal Sharma, Paresh Ganatra, Gurdip Kohli, Mushtaq Khan, Amit Kumar Tiwari",India,"August 2, 2018",2012,137,"A con man uncovers a deadly secret and must save his lady love, the little girl who insists she's his daughter and the small-town locals from the mob.",Action
+s5291,Movie,Roxanne Roxanne,Michael Larnell,"Chanté Adams, Mahershala Ali, Nia Long, Elvis Nolasco, Kevin Phillips, Shenell Edmonds",United States,"March 23, 2018",2018,100,"She grew up in a tough New York neighborhood in the '80s and made history with ""Roxanne's Revenge."" The story of teen battle rap champ Roxanne Shante.",Dramas
+s5292,TV Show,Royal Pains,Jay Chandrasekhar,"Mark Feuerstein, Paulo Costanzo, Reshma Shetty, Jill Flint, Campbell Scott, Brooke D'Orsay, Dieter Riesle",United States," May 18, 2017",2016,8,Dr. Hank Lawson unexpectedly gets a career upgrade as a freelance physician treating New York's aristocratic upper crust in their posh Hamptons homes.,TV Comedies
+s5294,Movie,Rudy Habibie,Hanung Bramantyo,"Reza Rahadian, Chelsea Islan, Dian Nitami, Indah Permatasari, Ernest Prakasa, Boris Bokir, Rey Bong, Cornelio Sunny, Pandji Pragiwaksono, Bastian Bintang Simbolon",Indonesia,"January 28, 2019",2016,143,"A biopic that explores the hardships and triumphs of the early life of B. J. Habibie, a transformative president of Indonesia.",Dramas
+s5296,Movie,Rugrats in Paris: The Movie,"Stig Bergqvist, Paul Demeyer","Elizabeth Daily, Tara Strong, Cheryl Chase, Christine Cavanaugh, Cree Summer, Kath Soucie, Michael Bell, Tress MacNeille, Casey Kasem, Joe Alaskey, Debbie Reynolds, Jack Riley, Susan Sarandon, John Lithgow",Germany,"October 1, 2019",2000,79,The Rugrats take to the big screen and visit Paris when Mr. Pickles gets summoned to fix a giant robot at the EuroReptarland theme park.,Children
+s5297,Movie,Rukh,Atanu Mukherjee,"Adarsh Gourav, Manoj Bajpayee, Smita Tambe, Kumud Mishra",India,"April 1, 2018",2017,103,"Following the untimely death of his father, a young man begins to reconnect with his family while uncovering some difficult truths.",Dramas
+s5298,Movie,Rumble,R. Ellis Frazier,"Gary Daniels, Luis Gatica, Sissi Fleitas, Eddie J. Fernandez, Fabián López, Justin Nesbitt, Pedro Rodman Rodriguez",Mexico,"September 15, 2017",2016,92,"An ex-MMA champion reduced to fixing fights in Mexico must win one last match to save his girlfriend, who's been kidnapped by the mob.",Action
+s5299,Movie,Rumble in the Bronx,Stanley Tong,"Jackie Chan, Anita Mui, Françoise Yip, Bill Tung, Marc Akerstream, Garvin Cross, Morgan Lam, Ailen Sit",Hong Kong,"November 1, 2019",1995,89,"During a visit to the Bronx to help out at his uncle's store, a cheerful martial arts expert springs into action when a gang terrorizes the shop.",Action
+s5300,Movie,Rumor Has It,Rob Reiner,"Jennifer Aniston, Kevin Costner, Shirley MacLaine, Mark Ruffalo, Richard Jenkins, Christopher McDonald, Steve Sandvoss, Mena Suvari, Mike Vogel",United States,"August 1, 2019",2005,97,"When Sarah travels to California for her sister's wedding, she hears a rumor that her family was the real-life inspiration for ""The Graduate.""",Comedies
+s5301,Movie,Run,Jeeva,"Abhishek Bachchan, Bhoomika Chawla, Mahesh Manjrekar, Vijay Raaz, Mukesh Rishi, Ayesha Jhulka, Anjan Srivastav, Goga Kapoor, Mukul Agarwal, Shweta Menon",India,"March 1, 2018",2004,134,Siddharth falls in love with beautiful Jhanvi. But Jhanvi's brother Ganpat is overly possessive – and determined to destroy their relationship.,Action
+s5303,Movie,Runaway Bride,Garry Marshall,"Julia Roberts, Richard Gere, Joan Cusack, Hector Elizondo, Rita Wilson, Paul Dooley, Christopher Meloni, Donal Logue, Reg Rogers, Yul Vazquez, Jane Morris, Lisa Roberts, Kathleen Marshall, Jean Schertler, Tom Hines",United States,"December 1, 2020",1999,116,"Sparks fly when a newspaper columnist writes a one-sided, sexist story about a commitment-phobic bride who abandoned three men at the altar.",Comedies
+s5304,Movie,Running for Grace,David L. Cunningham,"Ryan Potter, Matt Dillon, Jim Caviezel, Olivia Ritchie, Juliet Mills, Nick Boraine, Rumi Oyama",United States,"June 19, 2019",2018,110,"In 1920s Hawaii, a young man of mixed race and the daughter of a white plantation owner must overcome racial and class prejudice to be together.",Dramas
+s5306,Movie,Running Out Of Time,Chris Stokes,"Tasha Smith, RonReaco Lee, Telma Hopkins, Sydney Elise Johnson, Sean Dominic, Dustin Harnish, Paul Logan, Kearia Schroeder, Michael Toland, Anton Peeples",United States,"August 1, 2019",2018,88,"Held hostage by men searching for a secret her late husband left behind, a recent widow and her family race against time to find a way out.",Thrillers
+s5307,Movie,Running Shaadi,Amit Roy,"Amit Sadh, Tapsee Pannu, Arsh Bajwa, Brijendra Kala, Mahavir Bhullar, Pankaj Jha, Neeta Mohindra",India,"April 30, 2018",2017,115,"A Bihari migrant runs a successful service to help couples elope, until the daughter of his former boss stirs the pot.",Comedies
+s5311,Movie,Russell Howard: Recalibrate,Peter Orton,Russell Howard,United Kingdom,"December 19, 2017",2017,69,"Self-deprecating comic Russell Howard plows ahead through politics, porn, social media and his own shortcomings. Yet he somehow keeps it positive.",Stand-Up
+s5312,Movie,Russell Madness,Robert Vince,"David Milchard, John Ratzenberger, Will Sasso, Mason Vale Cotton, John Hennigan, Sean Giambrone, Charles Robinson, Mckenna Grace, Kate Reinders, Fred Willard",United States,"May 10, 2015",2015,93,"A spunky terrier named Russell with serious wrestling chops becomes a sports phenomenon with the help of his coach, a monkey named Hunk.",Children
+s5314,Movie,Russell Peters: Almost Famous,Dave Higby,Russell Peters,United States,"October 7, 2016",2016,73,"The comic comes home to Toronto to sound off on cultural quirks, kids' furniture and bathroom visits, reveling in all things ridiculously human.",Stand-Up
+s5315,Movie,Russell Peters: Notorious,Dave Higby,Russell Peters,United States,"October 14, 2013",2013,72,"Global comedy star Russell Peters leaves no ethnic or cultural stereotype unsatirized in this outrageous standup appearance in Sydney, Australia.",Stand-Up
+s5317,Movie,Rust Creek,Jen McGowan,"Hermione Corfield, Jay Paulson, Sean O'Bryan, Micah Hauptman, Micah Hauptman, Daniel R. Hill, Jeremy Glazer, John Marshall Jones, Laura Guzman, Jake Kidwell",United States,"November 30, 2020",2019,108,A wrong turn in the woods becomes a fight for her life when a career-seeking college student runs into two outlaw brothers looking to cook up trouble.,Thrillers
+s5319,Movie,Rustom,Dharmendra Suresh Desai,"Akshay Kumar, Ileana D'Cruz, Arjan Bajwa, Esha Gupta, Pavan Malhotra, Parmeet Sethi, Sachin Khedekar, Anang Desai, Kumud Mishra, Brijendra Kala, Usha Nadkarni, Kanwaljeet Singh",India,"January 6, 2017",2016,141,"A decorated naval officer kills his wife's lover, leading to a sensational trial and a national obsession over passion versus premeditated murder.",Dramas
+s5320,Movie,Ryan Hamilton: Happy Face,Marcus Raboy,Ryan Hamilton,United States,"August 29, 2017",2017,57,"Small-town import Ryan Hamilton charms New York with folksy comic observations on big-city life, hot-air ballooning and going to Disney World alone.",Stand-Up
+s5322,Movie,S Storm,David Lam,"Louis Koo, Julian Cheung, Vic Chou, Ada Choi, Bowie Lam, Dada Chan, Janelle Sing, Lo Hoi-pang",Hong Kong,"October 19, 2018",2016,95,Anti-corruption investigator William Luk must join forces with detective Lau Po-keung to bring down a crime syndicate involved in sports betting.,Action
+s5323,Movie,S.W.A.T.,Clark Johnson,"Samuel L. Jackson, Colin Farrell, Michelle Rodriguez, LL Cool J, Josh Charles, Jeremy Renner, Brian Van Holt, Olivier Martinez, Reg E. Cathey, Larry Poindexter, Page Kennedy, Domenick Lombardozzi, James DuMont",United States,"January 1, 2021",2003,117,"A veteran cop is tasked with drafting and training a special weapons and tactics team, who soon find themselves up against an international criminal.",Action
+s5325,Movie,Saadey CM Saab,Vipin Parashar,"Harbhajan Mann, Kashish Singh, Gurpreet Guggi, Rahul Singh, Dev Gill, Inder Bajwa",India,"October 1, 2018",2015,131,Three old friends who have always hated politics are in for a shock when the friend who dislikes politics the most is somehow elected head minister.,Comedies
+s5326,Movie,Saaho,Sujeeth,"Prabhas, Shraddha Kapoor, Jackie Shroff, Chunky Pandey, Neil Nitin Mukesh, Arun Vijay, Vennela Kishore, Murli Sharma, Lal, Prakash Belawadi, Mahesh Manjrekar, Tinnu Anand",India,"December 8, 2019",2019,172,"In a fictional megalopolis, a stunning underworld theft triggers a fierce power struggle among the gangsters, with an enigmatic cop on their trail.",Action
+s5327,Movie,Saath Saath,Raman Kumar,"Deepti Naval, Farooq Shaikh, Satish Shah, Iftekhar, A.K. Hangal, Neena Gupta, Avtar Gill, Javed Khan",India,"December 31, 2019",1982,118,"A young woman falls for her classmate’s idealistic, non-materialistic ways, but is troubled upon seeing his principles change after they marry.",Dramas
+s5328,Movie,Saavat,Saurabh Sinha,"Smita Tambe, Milind Shirole, Shwetambari Ghute, Shitanshu Kumar Sharad, Nishikant Rawji, Sanjivani Khanvilkar",India,"August 23, 2019",2019,118,"In rural India, a detective's investigation of seven confounding suicides uncovers revelations about the myths and mindsets of the rest of the village.",Dramas
+s5329,Movie,Saawan,Farhan Alam,"Karam Hussain, Arif Bahlim, Najiba Faiz, Saleem Mairaj, Imran Aslam, Daniyal Yousuf, Sohail Malik, Ali Hafiz",Pakistan,"September 4, 2019",2016,128,"Outcast from society and left to die in the wilderness, a young boy with polio embarks on a journey to connect with his mother. Based on a true story.",Dramas
+s5331,Movie,Sabrina,Rocky Soraya,"Luna Maya, Christian Sugiono, Sara Wijayanto, Jeremy Thomas, Richelle Georgette Skornicki, Rizky Hanggono, Asri Handayani",Indonesia,"November 20, 2018",2018,114,A toy manufacturer and his wife are terrorized by a demon after their orphaned niece tries to summon her late mother's spirit using a spooky ritual.,Horror Movies
+s5332,TV Show,Sacred Games,"Vikramaditya Motwane, Anurag Kashyap","Saif Ali Khan, Nawazuddin Siddiqui, Radhika Apte, Neeraj Kabi, Jitendra Joshi",India,"August 15, 2019",2019,2,"A link in their pasts leads an honest cop to a fugitive gang boss, whose cryptic warning spurs the officer on a quest to save Mumbai from cataclysm.",Crime TV
+s5335,Movie,Sadece Sen,Hakan Yonat,"Belçim Bilgin, İbrahim Çelikkol, Kerem Can, Necmi Yapıcı, Levent Sülün, Barış Arduç, Erol Gedik, Cezmi Baskın",Turkey,"March 10, 2017",2014,105,"An ex-boxer falls in love with a blind woman and starts to build a new life, but his violent past returns to endanger them both.",Dramas
+s5336,Movie,Sadie's Last Days on Earth,Michael Seater,"Morgan Taylor Campbell, Clark Backo, Ricardo Hoyos, Munro Chambers, Paula Brancati, Helene Joy, Peter Keleghan, George Stroumboulopoulos, John Ralston, Emilia McCarthy",Canada,"August 22, 2017",2016,94,"High schooler Sadie Mitchell believes the world is about to end – literally. Before it does, she sets out to kiss a boy and win back her best friend.",Comedies
+s5337,Movie,Sadma,Balu Mahendra,"Kamal Hassan, Sridevi, Silk Smitha, Gulshan Grover, Paintal, Arvind Deshpande",India,"December 31, 2019",1983,137,"After a traumatic injury leaves her with amnesia and age regression, a young woman is sold to a brothel before a teacher becomes her savior.",Dramas
+s5338,TV Show,Sadqay Tumhare,Ehtesham Uddin,"Mahira Khan, Samiya Mumtaz, Adnan Malik, Rehan Sheikh, Sanya Shamshad, Qavi Khan",Pakistan,"December 15, 2016",2014,1,"An arranged engagement between a village girl and her city cousin shows signs of true love, but an indiscretion decades ago could doom their romance.",International TV
+s5339,Movie,Saeed Mirza: The Leftist Sufi,"Kireet Khurana, Padmakumar Narasimhamurthy",Saeed Akhtar Mirza,India,"May 1, 2017",2016,61,This documentary profiles the celebrated Hindi film director known as much for his embrace of leftist politics and social concerns as lyrical cinema.,Documentaries
+s5341,Movie,Safety Not Guaranteed,Colin Trevorrow,"Aubrey Plaza, Mark Duplass, Jake Johnson, Mary Lynn Rajskub, Jeff Garlin, Kristen Bell, Jenica Bergere, Karan Soni",United States,"August 13, 2020",2012,86,"A team of journalists are sent to find out who's behind a classified ad seeking a companion for time travel, then must decide how to approach him.",Comedies
+s5342,Movie,Sahara,Pierre Coré,"Robert Naylor, Angela Galuppo, Daniel Brochu, Mark Hauser, Andrew Shaver, Mathew Mackay, Richard Dumont, Brady Moffatt, Rick Jones, Nadia Verrucci, Sonja Ball",France,"May 12, 2017",2017,86,"When his new love is captured by an evil snake charmer, a young cobra and his scorpion best friend set out across the desert on a wild rescue mission.",Children
+s5343,Movie,Saheb Bibi Golaam,Pratim D. Gupta,"Anjan Dutt, Swastika Mukherjee, Ritwick Chakraborty, Parno Mittra, Bikram Chatterjee, Sohag Sen, Sumanta Mukherjee, Arun Mukhopadhyay",India,"January 1, 2017",2016,118,"A charming cabbie, a cop turned assassin and a housewife who’s also a hooker share one thing in common: a bizarre and violent afternoon in Kolkata.",Dramas
+s5344,Movie,Saheb Biwi Aur Gangster Returns,Tigmanshu Dhulia,"Irrfan Khan, Jimmy Shergill, Soha Ali Khan, Mahie Gill, Raj Babbar, Deep Raj Rana, Rajiv Gupta, Sitaram Panchal, Rajesh Khera, Mugdha Godse",India,"September 19, 2020",2013,139,Knotty love triangles and nefarious schemes arise when a nobleman’s plans to remarry fall into the cunning hands of his first wife and a vengeful rival.,Dramas
+s5347,Movie,Sairat,Nagraj Manjule,"Rinku Rajguru, Akash Thosar, Arbaz Shaikh, Tanaji Galgunde, Suresh Vishwakarma",India,"April 1, 2018",2016,173,"When two college students – a rich man’s daughter and a fisherman’s son – defy social edicts by falling in love, violence erupts in their village.",Dramas
+s5348,Movie,Sakaling Maging Tayo,JP Habac,"McCoy De Leon, Elisse Joson, Bembol Roco, Chai Fonacier, Paulo Angeles, Markus Paterson, Milo Elmido Jr.",Philippines,"December 17, 2020",2019,90,"A college student seizes his chance with a crush when an unexpected encounter turns into a night of bold dares, deep confessions and possible romance.",International Movies
+s5349,Movie,Sakhi,Sanjay Soorkar,"Ashok Saraf, Sonali Kulkarni, Subodh Bhave, Usha Nadkarni, Raghavendra Kadkol, Pushkar Shrotri, Lokesh Gupte, Santosh Juvekar, Jyoti Joshi, Kishor Mahabole",India,"February 15, 2018",2007,152,"Caught in a downward spiral of failed career moves, misguided ambitions and bad relations, a pair of lost souls find hope in an unexpected friendship.",Dramas
+s5351,Movie,Salaakhen,A. Salaam,"Shashi Kapoor, Sulakshana Pandit, Mehmood, Sudhir, Anjana Mumtaz, Sajjan, M. Rajan, Mac Mohan, Amrish Puri, Ramesh Deo",India,"April 1, 2017",1975,134,"Two close childhood friends take drastically different paths in life, but meet by chance years later and fall in love, unaware of their past bond.",Action
+s5352,Movie,Saladin,Youssef Chahine,"Ahmad Mazhar, Salah Zo El Faqqar, Nadia Lotfi, Hamdy Gheith, Laila Fawzy, Omar El-Hariri, Laila Taher, Hussein Riad, Mahmoud El Meleigy, Zaki Tolaimat",Egypt,"June 18, 2020",1963,194,The Sultan of Egypt and Syria launches a campaign to retake Jerusalem amid the Crusades.,Action
+s5354,Movie,Salem: His Sister's Father,Mohamed Hamdy,"Mohamed Ragab, Horeya Farghaly, Ayten Amer, Mohamed Al Shakankeery, Reem Al Baroudi, Badria Tolba, Hesham Ismail, Maher Essam, Hassan Abdulfattah, Aliaa Al-Husseini",Egypt,"June 22, 2019",2014,99,"A street vendor's simple life is turned upside down after the Egyptian revolution of 2011, forcing him to contend with criminals and cops alike.",Dramas
+s5357,Movie,Sam Jay: 3 In The Morning,Kristian Mercado,Sam Jay,United States,"August 4, 2020",2020,64,"Comedian and ""Saturday Night Live"" writer Sam Jay serves up fresh takes on relationships, travel nightmares, the audacity of white people and more.",Stand-Up
+s5358,Movie,Sam Kinison: Breaking the Rules,Walter C. Miller,Sam Kinison,United States,"December 31, 2018",1987,50,"The one-time preacher shakes and shudders as he tears into subjects including sex, marriage, religion, drugs and famine in this HBO special.",Stand-Up
+s5359,Movie,Sam Kinison: Family Entertainment Hour,Walter C. Miller,Sam Kinison,United States,"December 31, 2018",1991,49,"Comic Sam Kinison lets it rip with this performance at L.A.'s Wiltern theatre, skewering every segment of modern society from religion to television.",Stand-Up
+s5360,Movie,Sam Kinison: Live in Vegas,Walter C. Miller,Sam Kinison,United States,"December 31, 2018",1991,71,Standup legend Sam Kinison is at his screaming best as he storms the stage in Sin City to get a few things off his chest.,Stand-Up
+s5362,Movie,Samantaral,Partha Chakraborty,"Riddhi Sen, Parambrata Chatterjee, Soumitra Chatterjee, Aparajita Adhya, Tanusree Chakraborty, Kushal Chakraborty, Anindya Banerjee, Surangana Banerjee",India,"September 15, 2018",2017,110,"On a family visit, a young man and his girlfriend set out to discover why his eccentric uncle has been mysteriously confined to one room for years.",Dramas
+s5364,Movie,Samarppanam,K. Gopinathan,"Virginia Rodriguez, Anil Nedumangad, Santhosh Keezhattoor, Indrans, P. Balachandran, Renji Panicker, Gopalan",India,"March 1, 2018",2017,116,"When a young girl is killed in a suspicious train accident, three very different lives become intertwined in their quest for answers.",Dramas
+s5365,Movie,Same Kind of Different as Me,Michael Carney,"Greg Kinnear, Renée Zellweger, Djimon Hounsou, Jon Voight, Olivia Holt",United States,"August 17, 2018",2017,119,A wealthy couple whose marriage is on the rocks befriends a local homeless man who changes their perspectives in this inspiring true story.,Dramas
+s5366,Movie,Sameer Abu Alneel,Amr Arafa,"Ahmed Mekky, Nicole Saba, Mohamed Lotfy, Hussien El Imam, Dina El-Sherbiny, Said Tarabeek, Alaa Morsy, Edward Fouad, Abdalah Mishrif, Youssef Eid",Egypt,"June 6, 2019",2013,107,"Disliked for his stinginess, Samir finds his life turned upside down when he receives a windfall and launches a television channel.",Comedies
+s5368,Movie,Sample This,Dan Forrer,Gene Simmons,United States,"September 15, 2016",2012,83,"This doc traces the impact of the Incredible Bongo Band's ""Apache,"" which played a key role in the birth of hip-hop after Kool Herc began sampling it.",Documentaries
+s5369,Movie,Samson,"Bruce MacDonald, Gabriel Sabloff","Taylor James, Billy Zane, Lindsay Wagner, Caitlin Leahy, Rutger Hauer, Jackson Rathbone, Brandon Auret, Frances Sholto-Douglas, Greg Kriek",South Africa,"December 14, 2018",2018,109,The Biblical story of Samson becomes this sword-and-sandals epic about an Israelite warrior whose God-given brawn is undone by a beautiful temptress.,Action
+s5373,Movie,Sanai Choughade,Rajeev Patil,"Shreyas Talpade, Subodh Bhave, Sai Tamhankar, Santosh Juvekar, Tushar Dalvi, Bharti Aacharekar",India,"January 1, 2018",2008,122,"In an effort to honor the family matriarch's dying wish, Urmila and her husband, Shrikant, embark on a quest to find a husband for charismatic yet choosey Sai. But some things are easier said than done.",Comedies
+s5374,Movie,Sand Castle,Fernando Coimbra,"Nicholas Hoult, Logan Marshall-Green, Henry Cavill, Glen Powell, Neil Brown Jr., Beau Knapp, Sammy Sheik, Gonzalo Menendez",United States,"April 21, 2017",2017,113,"After the invasion of Iraq in 2003, a reluctant soldier's platoon is dispatched on a dangerous mission to repair a hostile village's water system.",Action
+s5375,Movie,Sand Storm,Elite Zexer,"Lamis Ammar, Ruba Blal, Haitham Omari, Khadija Alakel, Jalal Masarwa",Israel,"December 15, 2016",2016,88,"When a Bedouin patriarch takes a second bride, his first wife chafes against her changing status while his daughter chases her own dreams of autonomy.",Dramas
+s5376,Movie,Sandy Wexler,Steven Brill,"Adam Sandler, Jennifer Hudson, Kevin James, Terry Crews, Rob Schneider, Colin Quinn, Nick Swardson, Lamorne Morris, Arsenio Hall, Jamie Gray Hyder",United States,"April 14, 2017",2017,131,"When a hapless but dedicated talent manager signs his first client who actually has talent, his career finally starts to take off.",Comedies
+s5377,Movie,Sangam,Raj Kapoor,"Raj Kapoor, Vyjayanthimala, Rajendra Kumar, Lalita Pawar, Achala Sachdev, Hari Shivdasani, Raj Mehra, Iftekhar",India,"December 31, 2019",1964,228,"Returning home from war after being assumed dead, a pilot weds the woman he has long loved, unaware that she had been planning to marry his best friend.",Classic Movies
+s5378,Movie,Sanju,Rajkumar Hirani,"Ranbir Kapoor, Vicky Kaushal, Paresh Rawal, Sonam Kapoor, Dia Mirza, Jim Sarbh, Anushka Sharma, Manisha Koirala, Boman Irani",India,"October 15, 2018",2018,159,"From the depths of addiction to the heights of stardom to underworld entanglements, this biopic traces the checkered past of Indian actor Sanjay Dutt.",Dramas
+s5380,Movie,Santa Banta Pvt Ltd,Akashdeep,"Boman Irani, Vir Das, Neha Dhupia, Lisa Haydon, Ram Kapoor, Johny Lever, Vijay Raaz, Tinnu Anand, Sanjay Mishra, Ayub Khan",India,"September 19, 2020",2016,111,"Passed off as spies, two inept pals are sent to Fiji to rescue a kidnapped bureaucrat. Soon enough, they’re creating more problems than they’re solving.",Comedies
+s5382,Movie,Santa Claws,Glenn Miller,"Nicola Lambo, Evan Boymel, John P. Fowler, Erica Duke, Ezra James Colbert",United States,"November 17, 2017",2014,86,"When a gift sack full of kittens gives Santa a bad allergic reaction, the kitties have to take over and deliver the presents on time.",Children
+s5383,Movie,Santa Girl,Blayne Weaver,"Barry Bostwick, Jennifer Stone, Devon Werkheiser, McKayla Witt, Joshua Cody, Hank Stone",United States,"November 1, 2019",2019,91,"Fleeing the family business and an arranged marriage, Santa’s daughter chooses a magical adventure of her own: College.",Children
+s5385,Movie,Santa's Apprentice,Luc Vinciguerra,"Julie Gayet, Jean-Pierre Marielle, Lorànt Deutsch, Bruno Salomone, Pierre-François Martin-Laval, Didier Brice, Benoît Allemane, Nathan Simony, Daniela Duspara, Max Cullen",Australia,"December 20, 2015",2010,72,"Young orphan Nicolas learns how to guide a sleigh, slide down chimneys and other duties he'll need when he becomes the next Santa Claus.",Children
+s5386,Movie,Santana,"Chris Roland, Maradona Dias Dos Santos","Paulo Americano, Raul Rosario, Rapulana Seiphemo, David O'Hara, Hakeem Kae-Kazim, Neide Vieira, Cigano Satyohamba, Nompilo Gwala",South Africa,"August 28, 2020",2020,107,Two brothers — one a narcotics agent and the other a general — finally discover the identity of the drug lord who murdered their parents decades ago.,Action
+s5388,Movie,Sara's Notebook,Norberto López Amado,"Belén Rueda, Marian Álvarez, Iván Mendes, Manolo Cardona, Nick Devlin, Florin Opritescu",Spain,"May 26, 2018",2018,117,"A naive Madrid lawyer travels to Africa to search for her younger sister, who has gone missing in a part of Congo plagued by violence and strife.",Dramas
+s5389,Movie,Sarah Cooper: Everything's Fine,Natasha Lyonne,"Sarah Cooper, Fred Armisen, Maya Rudolph, Ben Stiller, Megan Thee Stallion, Jane Lynch, Jon Hamm, Aubrey Plaza, Connie Chung, Jordan Black, Tommy Davidson, Helen Mirren, Jonathan Van Ness, Danielle Brooks, Winona Ryder, Marcella Arguello, Eddie Pepitone, Marisa Tomei, Whoopi Goldberg, Tom Kane",United States,"October 27, 2020",2020,50,"Comedian and Trump lip-synching sensation Sarah Cooper tackles politics, race and other light topics in a sketch special packed with celebrity guests.",Comedies
+s5390,Movie,Sarah Silverman A Speck of Dust,Liam Lynch,Sarah Silverman,United States,"May 30, 2017",2017,71,"In her first comedy special post-health scare, Sarah Silverman shares a mix of fun facts, sad truths and yeah-she-just-went-there moments.",Stand-Up
+s5391,Movie,Sarah's Key,Gilles Paquet-Brenner,"Aidan Quinn, Kristin Scott Thomas, Frédéric Pierrot, Michel Duchaussoy, Dominique Frot, Niels Arestrup, Mélusine Mayance, Gisèle Casadesus, Natasha Mashkevich",France,"September 21, 2019",2010,102,"Paris, 1942: To protect her brother from the police arresting Jewish families, a young girl hides him away, promising to come back for him.",Dramas
+s5392,Movie,Sarajevo,Andreas Prochaska,"Florian Teichtmeister, Heino Ferch, Melika Foroutan, Juergen Maurer, Edin Hasanovic, Eugen Knecht, Mateusz Dopieralski, Dominik Warta, Simon Hatzl, Erwin Steinhauer, Friedrich von Thun, Juraj Kukura",Austria,"January 15, 2017",2014,98,"Tasked with unraveling the assassination of Archduke Franz Ferdinand, an honorable magistrate finds himself targeted by the shadowy perpetrators.",Dramas
+s5393,Movie,Sardaar ji,Rohit Jugraj,"Diljit Dosanjh, Neeru Bajwa, Mandy Takhar, Jaswinder Bhalla, Ali Kazmi, Anita Kailey, Daman Singh, Sanju Salonki, Amrit Pal, Jatinder Lall, Avy Randhawa",Canada,"December 1, 2017",2015,140,"When a palatial wedding venue turns out to be haunted, one of the families hosting the wedding hires a fearless Sikh to deal with the ghost.",Comedies
+s5394,Movie,Sardaarji 2,Rohit Jugraj,"Jaswinder Bhalla, Sonam Bajwa, Diljit Dosanjh, Monica Gill",Australia,"October 15, 2017",2016,145,A simple farmer's life becomes complicated after he resolves to save his village from an economic crisis by traveling to Australia to earn money.,Action
+s5395,Movie,Sarivar Sari,Gajendra Ahire,"Madhura Velankar, Mohan Joshi, Nina Kulkarni, Manasi Salvi, Milind Gunaji, Shreyas Talpade, Bharat Jadhav",India,"February 15, 2018",2005,126,"Raised in working-class Mumbai, Manisha has an independent spirit that angers her father, who favors Manisha's medical student sister, Mini. Things reach a breaking point when Manisha's father beats her for accepting a modeling contract.",Dramas
+s5398,Movie,Sarvam Thaala Mayam (Telugu Version),Rajiv Menon,"G.V. Prakash Kumar, Nedumudi Venu, Aparna Balamurali, Divyadarshini, Vineeth, Kumaravel, Ravi Prakash, Sumesh",India,"April 8, 2019",2018,131,"An aspiring musician battles age-old caste divides to be able to learn the art of a classical instrument from a traditionalist, veteran percussionist.",Dramas
+s5399,Movie,Sarvopari Palakkaran,Venugopan,"Anoop Menon, Alencier Ley Lopez, Balu Varghese, Aparna Balamurali, Anu Sithara, Gayathri Arun, Nandu, Chali Pala",India,"July 1, 2018",2017,133,"In the course of a human trafficking investigation, a conservative cop crosses paths with an artist-activist in a clash of worldviews.",Dramas
+s5400,Movie,Sat Shri Akaal England,Vikram Pradhan,"Ammy Virk, Monica Gill, Karamjit Anmol, Sardar Sohi, Jarnail Singh, Satwant Kaur, Harby Sangha, Baljinder Darapuri",India,"October 1, 2018",2017,127,"After several failed attempts to obtain a visa, a man desperate to escape Punjab pays a British woman to marry him so he can move to England.",Comedies
+s5401,Movie,Sat Sri Akal,Kamal Sahani,"Kimi Verma, Manpreet Singh, Arun Bali, Dolly Minhas, Avtar Gill, Manmeet Singh, Neelu Kohli, Vivek Shaq, Nirmal Rishi, Pooja Tandon",India,"January 30, 2019",2008,141,"Based on true events, this moving story centers on a Punjabi family whose celebration of their faith endures in the face of conflicting attitudes.",Dramas
+s5402,Movie,Satan & Adam,V. Scott Balcerek,"Sterling Magee, Adam Gussow",United States,"June 1, 2019",2018,78,An aging blues guitarist and a grad student form an unlikely duo while busking on the street corners of 1980s Harlem.,Documentaries
+s5404,Movie,Satrangi Re,Aditya Sarpotdar,"Amruta Khanvilkar, Vidyadhar Joshi, Subodh Bhave",India,"March 15, 2018",2012,150,"Friends in their last year of college contemplate the future of their band as they juggle questions of love, work, family and identity.",Dramas
+s5405,Movie,Satria Heroes: Revenge of the Darkness,"Kenzo Maihara, Amandha Wyanto","Christian Loho, Fernando Surya, Yayan Ruhian, Stella Cornelia, Yui Takano, Safira Ratu, Faris Fadjar Munggaran, Adhitya Alkatiri",Indonesia,"September 10, 2020",2017,92,"As he rebuilds society in a parallel universe, a superhero must return to Earth to help his equally powerful friend defend the planet from evil rivals.",Children
+s5406,Movie,Satte Pe Satta,Raj N. Sippy,"Amitabh Bachchan, Hema Malini, Amjad Khan, Sachin, Shakti Kapoor, Ranjeeta Kaur, Paintal, Ranjeet",India,"December 31, 2019",1982,153,"The eldest of seven brothers who run a family farm together marries a pretty nurse, inspiring his country-bumpkin siblings to follow his example.",Comedies
+s5408,Movie,Saturday Church,Damon Cardasis,"Luka Kain, Regina Taylor, Margot Bingham, Marquis Rodriguez, Mj Rodriguez, Indya Moore, Alexia Garcia, Kate Bornstein, Peter Kim, Jaylin Fletcher",United States,"October 6, 2020",2017,83,A teen struggling with gender identity and family tensions seeks hope and support in New York City's underground LGBTQ ballroom community.,Dramas
+s5409,Movie,Satyagraha,Prakash Jha,"Kareena Kapoor, Amitabh Bachchan, Ajay Devgn, Arjun Rampal, Amrita Rao, Manoj Bajpayee, Vipin Sharma, Anjali Patil",India,"November 1, 2018",2013,146,"In this Bollywood drama, a corporate go-getter sees his priorities shift when personal tragedy brings him face-to-face with political corruption.",Dramas
+s5411,Movie,Savage Dog,Jesse V. Johnson,"Scott Adkins, Juju Chan, Marko Zaror, Vladimir Kulich, Charles Fathy, Matthew Marsden, Keith David, Luke Massy",United States,"November 1, 2017",2017,95,A former professional boxer serving time in a brutal labor camp must fight incredible odds to gain his freedom and avenge an act of violence.,Action
+s5412,Movie,Savage Raghda,Mahmoud Karim,"Ramez Galal, Riham Hagag, Bayyumi Fuad, Entessar, Ahmed Fathy, Mohammed Tharwat",Egypt,"June 13, 2019",2018,93,"Desperate to support his son, a single father uses his talent with makeup to dress up as a woman to try out for a part in a commercial.",Comedies
+s5415,Movie,Saverio Raimondo: Il Satiro Parlante,Francesco Imperato,Saverio Raimondo,Italy,"May 17, 2019",2019,53,"Italian comic and satirist Saverio Raimondo regales a Milan crowd with tales of online antics, awkward injuries and white-knuckle flights.",Stand-Up
+s5416,Movie,Saving Capitalism,Jacob Kornbluth,Robert Reich,United States,"November 21, 2017",2017,73,Former Secretary of Labor Robert Reich meets with Americans from all walks of life as he chronicles a seismic shift in the nation's economy.,Documentaries
+s5417,Movie,Saving Mr. Banks,John Lee Hancock,"Emma Thompson, Tom Hanks, Paul Giamatti, Jason Schwartzman, Colin Farrell, Bradley Whitford, Annie Buckley, Ruth Wilson, B.J. Novak, Rachel Griffiths, Kathy Baker, Melanie Paxson, Andy McPhee, Jerry Hauck, Mia Serafino, Michelle Arthur, Demetrius Grosse, Steven Cabral, David Ross Paterson, Ronan Vibert, Luke Baines, Dendrie Taylor, Laura Waddell, Paul Tassone",United States,"March 2, 2019",2013,126,"When Walt Disney sets his sights on obtaining the rights to the children's classic ""Mary Poppins,"" the book's author proves a tough nut to crack.",Comedies
+s5418,Movie,Saving Zoë,Jeffrey G. Hunt,"Laura Marano, Vanessa Marano, Christopher Tavarez, Giorgia Whigham, Michael Provost, Nathaniel Buzolic, Ken Jeong, Annie Jacob, Evan Castelloe, Whitney Goin, Jason Davis",United States,"January 15, 2020",2019,95,A reserved high school freshman acts out when she recovers a diary that offers clues to a secret world that could be behind her sister's murder.,Dramas
+s5419,Movie,Savita Damodar Paranjpe,Swapna Waghmare Joshi,"Subodh Bhave, Trupti Toradmal, Rakesh Bapat, Pallavi Patil, Angad Mhaskar, Hemangi Kavi, Savita Prabhune, Sandeep Avchat",India,"November 15, 2018",2018,119,"When his wife begins to exhibit alarming behavior, a husband tries to find whether she suffers from a personality disorder or something more sinister.",Horror Movies
+s5421,Movie,Say When,Lynn Shelton,"Keira Knightley, Chloë Grace Moretz, Sam Rockwell, Kaitlyn Dever, Jeff Garlin, Ellie Kemper, Mark Webber, Daniel Zovatto, Kevin Seal, Ernie Joseph, Louis Hobson, Dylan Arnold, Mari Nelson, Sean Nelson, Omar Silva, Aaron Washington, Sara Coates, Gretchen Mol, Basil Harris",United States,"July 19, 2018",2014,99,"Desperately clinging to her youth, 28-year-old Megan tells her boyfriend she's attending a career seminar but hangs out with a teenage friend instead.",Comedies
+s5423,Movie,Scales: Mermaids Are Real,Kevan Peterson,"Emmy Perry, Morgan Fairchild, Elisabeth Röhm, Nikki Hahn, Jack Dylan Grazer, Stephen Snedden, Noree Victoria, Sterling Sulieman",United States,"January 23, 2020",2017,93,A seemingly ordinary girl learns she will turn into a mermaid on her 12th birthday and be forced to leave her life on land behind.,Children
+s5426,Movie,Scandal in Sorrento,Dino Risi,"Vittorio De Sica, Sophia Loren, Lea Padovani, Antonio Cifariello, Tina Pica, Mario Carotenuto, Yoka Berretty, Virgilio Riento, Clara Crispo, Pasquale Misiano",Italy,"November 13, 2020",1955,93,"When a marshal moves back to his hometown, he finds a woman renting his property who refuses to leave but soon captures his affection.",Classic Movies
+s5428,Movie,Scarecrow,Khaled Marei,"Ahmed Helmy, Menna Shalaby, Khaled El Sawy, Bayoumi Fouad, Entsar, Samy Maghawry, Mahmoud Ellisy, Yasser El Tobgy, Hassan Hosny, Lotfy Labib",Egypt,"August 20, 2020",2019,121,"When his former partners vote to sell off a pricey piece of stolen jewelry, a thief recruits his grandson to help him retain it and repent for his deed.",Comedies
+s5429,Movie,Scary Movie,Keenen Ivory Wayans,"Anna Faris, Jon Abrahams, Shannon Elizabeth, Shawn Wayans, Regina Hall, Marlon Wayans, Lochlyn Munro, Cheri Oteri, Carmen Electra, Dave Sheridan, Kurt Fuller, Rick Ducommun, James Van Der Beek, Keenen Ivory Wayans, Marissa Jaret Winokur, Dan Joffre",United States,"January 1, 2020",2000,88,"The Wayans brothers spoof some of Hollywood's biggest blockbusters, including Scream, I Know What You Did Last Summer, The Matrix and American Pie.",Comedies
+s5430,Movie,Scary Movie 5,Malcolm D. Lee,"Simon Rex, Ashley Tisdale, Charlie Sheen, Lindsay Lohan, Gracie Whitton, Ava Kolker, Erica Ash, Lidia Porto, Katrina Bowden, Terry Crews",United States,"August 12, 2020",2013,88,"Taking aim at not only the horror genre but also films like ""Black Swan"" and ""Inception,"" ""Scary Movie 5"" widens the franchise's scope of mockery.",Comedies
+s5431,Movie,Schindler's List,Steven Spielberg,"Liam Neeson, Ben Kingsley, Ralph Fiennes, Caroline Goodall, Jonathan Sagall, Embeth Davidtz, Małgorzata Gebel, Shmulik Levy, Mark Ivanir, Beatrice Macola, Friedrich von Thun, Andrzej Seweryn",United States,"April 1, 2018",1993,195,"Oskar Schindler becomes an unlikely humanitarian, spending his entire fortune to help save 1,100 Jews from Auschwitz during World War II.",Classic Movies
+s5433,Movie,School Daze,Spike Lee,"Laurence Fishburne, Giancarlo Esposito, Tisha Campbell-Martin, Kyme, Joe Seneca, Ellen Holly, Art Evans, Ossie Davis, Bill Nunn, James Bond III",United States,"November 1, 2020",1988,120,"At a Historically Black College, a student activist and his cousin pledging a fraternity navigate social divides amid parties, protests and conflicts.",Comedies
+s5434,Movie,School Life,"Grand Corps Malade, Mehdi Idir","Zita Hanrot, Liam Pierron, Soufiane Guerrab, Ibrahim Dramé, Moussa Mansaly, Moryfère Camara, Alban Ivanov, Gaspard Gévin-Hié, Antoine Reinartz, Mahamadou Sangaré, Redouane Bougheraba, Hocine Mokando, Aboudou Sacko",France,"April 10, 2020",2019,112,"In one of the poorest areas of Paris, a school counselor devotes herself to working with disadvantaged students, while facing challenges of her own.",Comedies
+s5435,Movie,Schubert In Love,Lars Büchel,"Olaf Schubert, Mario Adorf, Marie Leuenberger, Jochen Barkas, Bert Stephan, Martina Hill, Christoph Jungmann, Luise Wolfram, Hildegard Schroedter, Imke Buchel",Germany,"March 1, 2018",2016,94,"The last of his family line, Olaf Schubert doesn't have time for a girlfriend but dutifully searches for one when his father demands offspring.",Comedies
+s5436,TV Show,Schulz Saves America,Alexx Media,Andrew Schulz,United States,"December 17, 2020",2020,1,Comedian Andrew Schulz takes on the year's most divisive topics in this fearlessly unfiltered and irreverent four-part special.,Stand-Up
+s5437,TV Show,Scissor Seven,He Xiaofeng,"He Xiaofeng, Jiang Guangtao, Duan Yixuan, Zhu Rongrong, Wen Sen, Jiang Huiqin, Ban Ma, Ronny Chieng, Shinji Saito, Daniel Sosa",China,"May 7, 2020",2020,2,"Seeking to recover his memory, a scissor-wielding, hairdressing, bungling quasi-assassin stumbles into a struggle for power among feuding factions.",International TV
+s5438,Movie,Scooby-Doo on Zombie Island,"Hiroshi Aoyama, Kazumi Fukushima, Jim Stenstrum","Scott Innes, Billy West, Mary Kay Bergman, Frank Welker, B.J. Ward, Adrienne Barbeau, Tara Strong, Cam Clarke, Mark Hamill",United States,"December 15, 2019",1998,77,"When Daphne's TV show does a segment on real monsters, the gang fires up the Mystery Machine and heads to Moonscar Island, where zombies await.",Children
+s5440,Movie,Scorpion King 5: Book of Souls,Don Michael Paul,"Zach McGowan, Pearl Thusi, Nathan Jones, Peter Mensah, Katy Louise Saunders, Mayling Ng, Howard Charles, Inge Beckmann",United States,"October 23, 2018",2018,102,The Scorpion King joins forces with a Nubian princess in an all-or-nothing fight to stop a warlord from claiming the souls of the vanquished.,Action
+s5441,Movie,Scott Pilgrim vs. the World,Edgar Wright,"Michael Cera, Mary Elizabeth Winstead, Kieran Culkin, Chris Evans, Anna Kendrick, Brie Larson, Alison Pill, Aubrey Plaza, Brandon Routh, Jason Schwartzman, Mark Webber, Mae Whitman, Johnny Simmons, Ellen Wong",United States,"September 16, 2018",2010,112,"Dreamy delivery girl Ramona captures Scott Pilgrim's heart, but he must vanquish all seven of her evil exes in martial arts battles to win her love.",Action
+s5443,Movie,Scream 2,Wes Craven,"Neve Campbell, David Arquette, Courteney Cox, Sarah Michelle Gellar, Jamie Kennedy, Laurie Metcalf, Elise Neal, Jerry O'Connell, Timothy Olyphant, Jada Pinkett Smith, Liev Schreiber, Lewis Arquette, Duane Martin, Rebecca Gayheart, Portia de Rossi, Omar Epps, Tori Spelling, Heather Graham, Joshua Jackson, Luke Wilson",United States,"October 1, 2019",1997,121,"Gale has written a best-seller which has been turned into a film. As the movie premiere looms closer, the mysterious deaths begin again.",Horror Movies
+s5444,Movie,Scream 3,Wes Craven,"David Arquette, Neve Campbell, Courteney Cox, Patrick Dempsey, Scott Foley, Lance Henriksen, Matt Keeslar, Jenny McCarthy, Emily Mortimer, Parker Posey, Deon Richmond, Kelly Rutherford, Liev Schreiber, Patrick Warburton, Jamie Kennedy",United States,"July 1, 2019",2000,117,"This installment of the tongue-in-cheek horror franchise finds Sidney Prescott once again battling a crazed killer – this time, on a movie set.",Horror Movies
+s5446,Movie,SDU: Sex Duties Unit,Gary Mak,"Chapman To, Shawn Yue, Matt Chow, Kwok Cheung Tsang",Hong Kong,"December 1, 2018",2013,96,Four man-children in an elite tactical unit gallivant around Macau for a weekend of debauchery that gets them in trouble with the law.,Comedies
+s5448,Movie,Seal Team Six: The Raid on Osama Bin Laden,John Stockwell,"Cam Gigandet, Anson Mount, Freddy Rodríguez, Xzibit, Kathleen Robertson, Robert Knepper, Eddie Kaye Thomas, Kenneth Miller, William Fichtner, Jenny Gabrielle, Mo Gallini",United States,"January 1, 2020",2012,90,"In this dramatic recreation, U.S. Navy SEAL Team 6 trains for a critical mission, then executes a tough nighttime raid on Osama Bin Laden's compound.",Action
+s5449,Movie,Search Party,Scot Armstrong,"T.J. Miller, Adam Pally, Thomas Middleditch, Lance Reddick, Shannon Woodward, Alison Brie, Krysten Ritter, Jason Mantzoukas",United States,"March 16, 2020",2014,93,"Two guys hope to reunite their friend with his runaway bride, unaware that he's been carjacked, stripped and stranded in the Mexican desert.",Comedies
+s5450,Movie,Searching for Bobby Fischer,Steven Zaillian,"Max Pomeranc, Joe Mantegna, Joan Allen, Ben Kingsley, Laurence Fishburne, William H. Macy, Laura Linney, David Paymer, Michael Nirenberg, Robert Stephens",United States,"December 7, 2020",1993,110,"When a father learns that his 7-year-old son is a whiz at speed chess, he hires an implacable chess master to coach the boy for competitions.",Children
+s5451,Movie,Searching for Sugar Man,Malik Bendjelloul,Rodriguez,Sweden,"December 1, 2019",2012,86,"Decades after Detroit singer-songwriter Rodriguez disappeared following the commercial failure of his albums, two fans try to track down their idol.",Documentaries
+s5452,Movie,Season of the Witch,Dominic Sena,"Nicolas Cage, Ron Perlman, Christopher Lee, Stephen Campbell Moore, Stephen Graham, Ulrich Thomsen, Claire Foy, Robert Sheehan, Kevin Rees, Andrew Hefler",United States,"April 26, 2019",2011,95,A group of weary warriors transport a suspected witch believed to be responsible for spreading the devastating Black Plague.,Action
+s5453,Movie,Sebastián Marcelo Wainraich,"Raúl Campos, Jan Suter",Sebastián Marcelo Wainraich,Argentina,"January 26, 2018",2018,49,"Argentine comedian Sebastián Wainraich highlights the comedy in everyday life, from minibars to reasons why funerals are better than weddings.",Stand-Up
+s5454,Movie,Sebastian Maniscalco: Stay Hungry,Rik Reinholdtsen,Sebastian Maniscalco,United States,"January 15, 2019",2019,65,"Sebastian Maniscalco brings an acerbically unique approach to peacocks on planes, life hacks, rich in-laws and life's annoyances in this comedy special.",Stand-Up
+s5455,Movie,Sebastian Maniscalco: What's Wrong with People?,Manny Rodriguez,Sebastian Maniscalco,United States,"September 17, 2019",2012,76,"With his uproarious tirade on modern behavior and decorum, the popular comic tackles the question we've all asked in this hilarious standup special.",Stand-Up
+s5456,Movie,Sebastian Maniscalco: Why Would You Do That,Joe DeMaio,Sebastian Maniscalco,United States,"August 6, 2019",2016,63,"Sebastian Maniscalco delivers an expressive stand-up at the legendary Beacon Theatre on Whole Foods, family nicknames and dodging obnoxious neighbors.",Stand-Up
+s5458,Movie,Secret,Jay Chou,"Jay Chou, Lun-Mei Kwai, Anthony Wong Chau-Sang, Kai-xuan Tseng, Devon Song, Jun Lang Huang, Zhan Yuhao",Hong Kong,"July 1, 2018",2007,101,"Enchanted by a pretty pianist and the haunting melody she plays, a musical prodigy falls in love. But a secret soon threatens to derail their romance.",Dramas
+s5461,Movie,Secret in Their Eyes,Billy Ray,"Chiwetel Ejiofor, Nicole Kidman, Julia Roberts, Dean Norris, Michael Kelly, Joe Cole, Zoe Graham, Alfred Molina",United States,"April 1, 2018",2015,111,"A former FBI investigator reopens the haunting 13-year-old murder case of his colleague, only to uncover shocking truths hidden since then.",Dramas
+s5462,Movie,Secret Obsession,Peter Sullivan,"Brenda Song, Mike Vogel, Dennis Haysbert, Ashley Scott, Paul Sloan, Daniel Booko",United States,"July 18, 2019",2019,98,"When Jennifer wakes up with amnesia after a traumatic attack, her doting husband cares for her. But she soon realizes the danger is far from over.",Thrillers
+s5465,Movie,Secret Superstar,Advait Chandan,"Zaira Wasim, Meher Vij, Raj Arjun, Aamir Khan, Tirth Sharma",India,"March 23, 2018",2017,150,A talented teenage singer-songwriter living amid domestic abuse becomes a YouTube sensation after a video in which she hides her identity goes viral.,Dramas
+s5468,Movie,Secrets of Althorp - The Spencers,Kasia Uscinska,Samuel West,United States,"April 22, 2017",2013,54,"Princess Diana's brother, Charles, the ninth Earl Spencer, leads a tour of Althorp House, the manor the Spencer family has called home for 500 years.",Documentaries
+s5469,Movie,Secrets of Chatsworth,Susannah Ward,Samuel West,United States,"February 22, 2017",2013,54,"Tales of tragedy and scandal unfold through the history of Chatsworth, a grand estate that has been home to some of England's most noted aristocrats.",Documentaries
+s5471,Movie,Secrets of Henry VIII's Palace: Hampton Court,Sam Taplin,Samuel West,United States,"February 22, 2017",2013,54,The history of this grand 500-year-old palace is inextricably tied to the lavish lifestyle of King Henry VIII and the doomed fates of his six wives.,Documentaries
+s5472,Movie,Secrets of Her Majesty's Secret Service,Kasia Uscinska,Samuel West,United Kingdom,"February 22, 2017",2014,55,"This documentary spotlights more than 100 years of operatives and operations in the U.K.'s secret service, the world's oldest intelligence agency.",Documentaries
+s5473,Movie,Secrets of Highclere Castle,Vicky Matthews,Samuel West,United States,"February 22, 2017",2013,54,"Known as the setting of ""Downton Abbey,"" Highclere Castle truly was the home of aristocrats and an army of servants, with a rich past to share.",Documentaries
+s5474,Movie,Secrets of Scotland Yard,Susannah Ward,Samuel West,United Kingdom,"April 22, 2017",2013,55,"Revisit famous cases and explore the history of Scotland Yard, one of the world's oldest detective forces and a name synonymous with crime solving.",Documentaries
+s5475,Movie,Secrets of Selfridges,Sam Taplin,Samuel West,United States,"April 22, 2017",2014,55,American Harry Gordon Selfridge introduced Londoners to a new retail model that made shopping less of a practical pursuit and more of an adventure.,Documentaries
+s5477,Movie,Secrets of the Tower of London,Vicky Matthews,Samuel West,United Kingdom,"February 22, 2017",2013,55,"Explore the storied history of the iconic Tower of London as it evolved from a royal castle into a dungeon prison and, finally, an armory and mint.",Documentaries
+s5478,Movie,Secrets of Underground London,"Vicky Matthews, Gareth Sacala",Samuel West,United Kingdom,"April 22, 2017",2014,55,"Experts examine the ruins and relics hidden beneath London's surface, unearthing a Roman amphitheater, plague pits, air raid shelters and more.",Documentaries
+s5479,Movie,Secrets of Westminster,Louise Wardle,Samuel West,United States,"April 22, 2017",2014,55,"Take an insider's tour of Parliament, Big Ben and Westminster Abbey to discover the little-known history and pageantry of these famous buildings.",Documentaries
+s5480,Movie,Security,Alain Desrochers,"Antonio Banderas, Ben Kingsley, Liam McIntyre, Cung Le, Katherine de la Rocha, Chad Lindberg, Jiro Wang, Gabriella Wright, Shari Watson, John Strong",United States,"October 3, 2017",2017,92,"After taking a job as a mall security guard, a former Marine steps up to protect a young girl who's being hunted by heavily armed mercenaries.",Action
+s5482,Movie,See You Yesterday,Stefon Bristol,"Eden Duncan-Smith, Dante Crichlow, Astro, Johnathan Nieves, Marsha Stephanie Blake, Wavyy Jonez, Myra Lucretia Taylor",United States,"May 17, 2019",2019,87,"As two teen prodigies try to master the art of time travel, a tragic police shooting sends them on a series of dangerous trips to the past.",Dramas
+s5483,Movie,Seeing Allred,"Roberta Grossman, Sophie Sartain",Gloria Allred,United States,"February 9, 2018",2018,96,"Explore the public and private sides of feminist firebrand attorney Gloria Allred, who's battled some of the biggest names in politics and business.",Documentaries
+s5484,Movie,Sei,Raj Babu,"Nakhul, Aanchal Munjal, Nassar, Prakash Raj, Thalaivasal Vijay, Manobala, Jeyan Cherthala, Annadurai Kannadasan",India,"March 25, 2019",2018,126,"An aspiring yet aimless actor takes over his ailing father's job as an ambulance driver, unwittingly getting involved in an organ-trafficking network.",Action
+s5489,Movie,Selfless,Tarsem Singh,"Ryan Reynolds, Natalie Martinez, Matthew Goode, Ben Kingsley, Victor Garber, Derek Luke, Michelle Dockery, Melora Hardin, Brendan McCarthy, Sam Page",United States,"August 16, 2019",2015,117,"A dying tycoon has his consciousness transplanted into the body of a healthy young man, only to make a troubling discovery about the body's origin.",Sci-Fi
+s5491,Movie,Semana Santa,Alejandra Márquez Abella,"Tenoch Huerta, Anajosé Aldrete, Esteban Ávila, David Thornton, Jimena Cuarón, Lakshmi Picazo",Mexico,"January 31, 2017",2015,87,"A single mother, her boyfriend and her 8-year-old son take a weeklong resort vacation, during which secrets and relationship strains take their toll.",Dramas
+s5492,Movie,Sen Kimsin?,Ozan Açıktan,"Tolga Çevik, Köksal Engür, Pelin Körmükçü, Toprak Sergen, Zeynep Özder",Turkey,"March 10, 2017",2012,102,"Desperate for cash, klutzy private investigator Tekin searches for a wealthy woman's missing girl but faces one surprise and mishap after another.",Comedies
+s5493,Movie,Senna,Asif Kapadia,"Ayrton Senna, Alain Prost, Frank Williams",United Kingdom,"October 1, 2019",2010,106,"This fast-paced documentary profiles Ayrton Senna, one of the greatest drivers in the history of Formula One racing, and a hero in his native Brazil.",Documentaries
+s5496,Movie,Seoul Searching,Benson Lee,"In-pyo Cha, Justin Chon, Jessika Van, Esteban Ahn, Teo Yoo, Rosalina Leigh, Kang Byul, Crystal Kay, Dante Han, Sue Son, Albert Kong, Byeol Kang, David Lee McInnis, Seung-hyeon Han, Nathalia Ramos, Seong-guk Choi, Ji-a Park",South Korea,"December 15, 2017",2015,109,Teens of Korean descent who were born and raised in other countries travel to Seoul to learn about their cultural heritage at a summer camp in 1986.,Comedies
+s5497,Movie,Septembers of Shiraz,Wayne Blair,"Adrien Brody, Salma Hayek, Shohreh Aghdashloo, Alon Aboutboul, Navid Navid, Ariana Molkara, Nasser Memarzia, Jamie Ward, Anthony Azizi, Liron Levo, Gabriella Wright",United States,"August 24, 2020",2016,110,"In post-revolution Tehran, a wealthy Jewish businessman is summarily jailed and tortured, but along with his wife, he fights for answers and freedom.",Dramas
+s5498,Movie,"Septiembre, un llanto en silencio",Kenneth Müller,"Saúl Lisazo, Mario Zaragoza, Juan Pablo Olyslager, Costanza Andrade",Guatemala,"March 10, 2018",2017,69,"After a terrorist attack in Guatemala, a baby is rendered deaf and motherless and her father is left to raise her alone.",Dramas
+s5499,Movie,Sergio,Greg Barker,"Wagner Moura, Ana de Armas, Brían F. O'Byrne, Clemens Schick, Bradley Whitford",United States,"April 17, 2020",2020,119,"Passions, ideals and bitter realities collide as charismatic UN diplomat Sergio Vieira de Mello becomes trapped in a life-threatening situation in Iraq.",Dramas
+s5501,Movie,Serious Men,Sudhir Mishra,"Nawazuddin Siddiqui, Nasser, Aakshath Das, Indira Tiwari, Sanjay Narvekar, Shweta Basu Prasad",India,"October 2, 2020",2020,115,"When a slum dweller spins a web of lies in pursuit of the upward mobility he has long craved, his ruse could be especially dangerous for his young son.",Comedies
+s5502,Movie,Seriously Single,"Katleho Ramaphakela, Rethabile Ramaphakela","Fulu Mugovhani, Tumi Morake, Bohang Moeko, Yonda Thomas",South Africa,"July 31, 2020",2020,108,"While her free-living bestie urges her to embrace singlehood, a commitment-craving social media expert can't stop following the life of a former love.",Comedies
+s5504,Movie,Set It Up,Claire Scanlon,"Zoey Deutch, Glen Powell, Lucy Liu, Taye Diggs, Meredith Hagner, Pete Davidson, Tituss Burgess",United States,"June 15, 2018",2018,106,"In desperate need of a break from the office, two beleaguered assistants team up to trick their workaholic bosses into falling in love.",Comedies
+s5505,Movie,Set Off,Liu Jiang,"Wenpei Ju, Fan Wei, Liu Hua, Qianyuan Wang, Ren Zhengbin, He Jiang",China,"December 1, 2018",2008,96,"When a restaurant owner in Cyprus returns to Beijing to sign divorce papers, a drunk woman he encounters triggers a string of mishaps.",Dramas
+s5506,Movie,Set Up,Mike Gunther,"50 Cent, Ryan Phillippe, Bruce Willis, Rory Markham, Jenna Dewan, Brett Granstaff, Randy Couture, Susie Abromeit, Ron Turner, James Remar",United States,"January 10, 2020",2011,85,"A diamond heist goes horribly wrong, and the group of friends who sought to make a fortune must instead fight for their very survival.",Action
+s5507,Movie,Seth Meyers: Lobby Baby,Neal Brennan,Seth Meyers,United States,"November 5, 2019",2019,61,SNL alumnus and subversive master of late-night TV Seth Meyers comes out from behind the desk to share some lighthearted stories from his own life.,Stand-Up
+s5508,Movie,Seth Rogen's Hilarity for Charity,Ryan Polito,"Seth Rogen, Ike Barinholtz, Michael Che, Sacha Baron Cohen, Jeff Goldblum, Tiffany Haddish, Chris Hardwick, Nick Kroll, John Mulaney, Kumail Nanjiani, Chelsea Peretti, Craig Robinson & The Nasty Delicious, Lauren Miller Rogen, Justin Roiland, Sarah Silverman, Michelle Wolf",United States,"April 6, 2018",2018,70,"Seth Rogen and friends combine stand-up, sketches and music for an outrageous comedy special that could only come from the mind of Seth.",Stand-Up
+s5509,Movie,SETHUM AAYIRAM PON,Anand Ravichandran,"Nivedhithaa Sathish, Srilekha Rajendran, Avinash Raghudevan, Gabrella Sellus, Rathaa Krishnan P., Rajendran",India,"April 1, 2020",2020,103,"Meeting after many years, a makeup artist and her grandmother revisit tensions from an old family feud that still hang heavy between them.",Dramas
+s5510,Movie,Settai,R. Kannan,"Arya, Anjali, Hansika Motwani, Santhanam, Premgi Amaren, Nasser",India,"November 1, 2018",2013,123,"Asked to deliver a package for a friend, Madhu gets her fiancé, Jayaganthan, to take care of it, and he then passes the task to one of his roommates.",Comedies
+s5515,Movie,Seven in Heaven,Chris Eigeman,"Travis Tope, Haley Ramm, Jacinda Barrett, Gary Cole, Dylan Everett, Clark Backo, Vinson Tran, Paulino Nunes, Jeff Clarke",United States,"October 6, 2018",2018,94,Two teenagers step into a secret closet and emerge in a terrifying alternate reality. They must find their way back before the door shuts forever.,Horror Movies
+s5516,Movie,Seven Pounds,Gabriele Muccino,"Will Smith, Rosario Dawson, Woody Harrelson, Michael Ealy, Barry Pepper, Elpidia Carrillo, Robinne Lee, Joe Nunez, Bill Smitrovich, Tim Kelleher, Gina Hecht, Andy Milder, Judyann Elder, Sarah Jane Morris",United States,"December 1, 2018",2008,123,"Weighed down by a dark secret, IRS agent Ben Thomas tries to improve the lives of seven strangers in need of a second chance.",Dramas
+s5518,Movie,Seven Sundays,Cathy Garcia-Molina,"Ronaldo Valdez, Aga Muhlach, Dingdong Dantes, Enrique Gil, Cristine Reyes, Donita Rose, Ketchup Eusebio, Kean Cipriano",Philippines,"March 14, 2019",2017,128,"A dying father asks his busy and grown children to spend their Sundays with him, forcing his family to confront their issues before it's too late.",Comedies
+s5519,Movie,Seventeen,Daniel Sánchez Arévalo,"Biel Montoro, Nacho Sánchez, Lola Cordón, Itsaso Arana, Chani Martín, Iñigo Aranburu, Kandido Uranga, Javier Cifrián, Mamen Duch, Carolina Clemente, Jorge Cabrera, Daniel Fuster, Edgar Costas, Patxi Santamaría",Spain,"October 18, 2019",2019,100,"To find his therapy dog, a 17-year-old escapes from juvie and embarks on a journey of reconnection with his brother and grandmother through Cantabria.",Comedies
+s5520,Movie,Seventh Son,Sergei Bodrov,"Jeff Bridges, Ben Barnes, Julianne Moore, Alicia Vikander, Antje Traue, Olivia Williams, John DeSantis, Kit Harington, Djimon Hounsou, Gerard Plunkett, Jason Scott Lee",United States,"August 16, 2020",2014,102,"In the 18th century, apprentice exorcist Tom Ward is the lynchpin in a battle between good and evil when imprisoned witch Mother Malkin escapes.",Action
+s5521,Movie,Sex and the City 2,Michael Patrick King,"Sarah Jessica Parker, Kim Cattrall, Cynthia Nixon, Kristin Davis, Chris Noth, John Corbett, David Eigenberg, Evan Handler, Jason Lewis, Willie Garson, Mario Cantone",United States,"January 1, 2021",2010,146,"Best friends Carrie, Miranda, Samantha and Charlotte take a break from their busy New York lives for an all-expenses-paid luxury vacation to Abu Dhabi.",Comedies
+s5522,Movie,Sex and the City: The Movie,Michael Patrick King,"Sarah Jessica Parker, Kim Cattrall, Kristin Davis, Cynthia Nixon, Chris Noth, Candice Bergen, Jennifer Hudson, David Eigenberg, Evan Handler, Jason Lewis, Mario Cantone, Lynn Cohen",United States,"January 1, 2021",2008,145,"When Carrie's big step forward in her relationship goes awry, best friends Charlotte, Miranda and Samantha are there to help her pick up the pieces.",Comedies
+s5523,Movie,Sex Doll,Sylvie Verheyde,"Hafsia Herzi, Ash Stymest, Karole Rocher, Paul Hamy, Ira Max, Lindsay Karamoh, Myriam Djeljeli",United Kingdom,"July 10, 2017",2016,103,"A high-end call girl falls for a handsome man she meets at a nightclub, but he harbors a secret that throws a wrench in their relationship.",Dramas
+s5524,Movie,Sex Drive,Sean Anders,"Josh Zuckerman, Amanda Crew, Clark Duke, Seth Green, James Marsden, Michael Cudlitz, Dave Sheridan, Alice Greczyn, Katrina Bowden, Charlie McDermott, Mark L. Young",United States,"September 1, 2020",2008,109,"Eager to hook up with a woman he met online, 18-year-old Ian embarks on an epic road trip that speeds straight toward trouble in this raunchy comedy.",Comedies
+s5527,Movie,"Sexo, Pudor y Lagrimas",Antonio Serrano,"Demián Bichir, Susana Zabaleta, Jorge Salinas, Cecilia Suárez, Victor Huggo Martin, Mónica Dionne, Angélica Aragón, Laura Almela",Mexico,"December 15, 2017",1999,111,"Passions flare and alliances form when neighbors Ana and Miguel each start an affair with former lovers, right under their spouses' noses.",Comedies
+s5528,Movie,Sextuplets,Michael Tiddes,"Marlon Wayans, Bresha Webb, Michael Ian Black, Glynn Turman, Molly Shannon, Debbi Morgan",United States,"August 16, 2019",2019,100,"When a dad-to-be learns he's actually a sextuplet, he sets off on a wild journey to meet his long-lost family. Marlon Wayans stars as all six siblings.",Comedies
+s5530,Movie,SGT. Will Gardner,Max Martini,"Max Martini, Omari Hardwick, Lily Rabe, Elisabeth Röhm, Robert Patrick, Dermot Mulroney, Gary Sinise, JoBeth Williams, Luis Bordonada, Leo Martini",United States,"May 19, 2019",2019,125,"A homeless vet who has PTSD steals a motorcycle and hits the road, trying to sort out what life means now that war is in the rear-view mirror.",Dramas
+s5531,Movie,Shéhérazade,Jean-Bernard Marlin,"Dylan Robert, Kenza Fortas, Idir Azougli, Lisa Amedjout, Sofia Bent, Nabila Bounad, Kader Benchoudar, Nabila Ait Amer",France,"May 11, 2019",2019,111,"Fresh out of juvenile detention in Marseille, 17-year-old Zach falls for a young prostitute and soon faces a dire dilemma while working as a pimp.",Dramas
+s5532,Movie,Shabd,Leena Yadav,"Sanjay Dutt, Aishwarya Rai Bachchan, Zayed Khan, Brijendra Kala, Sadiya Siddiqui, Kamini Khanna",India,"April 15, 2019",2005,146,"When a novelist seeks inspiration by urging his wife to have an affair, the line between his story and his real life grows disconcertingly blurry.",Dramas
+s5533,Movie,Shadow,Zhang Yimou,"Deng Chao, Sun Li, Ryan Cheng, Wang Qianyuan, Hu Jun, Wang Jingchun, Guan Xiaotong, Leo Wu",China,"November 6, 2019",2018,116,"As three kingdoms struggle for control of a walled city, a figure with a rare power spins a web of intrigue that entangles a king's court.",Action
+s5535,Movie,Shahanpan Dega Deva,Sudesh Manjrekar,"Bharat Jadhav, Ankush Chaudhari, Siddarth Jadhav, Santosh Juvekar, Vaibhav Mangale, Kranti Redkar, Manava Naik",India,"January 1, 2018",2011,115,"At large in the city, five inmates of a mental asylum run up against the insanity of the outside world while trying to prevent a terrorist plot.",Comedies
+s5536,Movie,Shaitan,Bejoy Nambiar,"Rajeev Khandelwal, Kalki Koechlin, Gulshan Devaiah, Shiv Pandit, Kirti Kulhari, Neil Bhoopalam, Nikhil Chinappa, Rajit Kapoor, Rajkummar Rao, Pavan Malhotra",India,"July 5, 2020",2011,126,"When they're blackmailed after a hit-and-run, a troubled rich girl and her wild friends stage a fake kidnapping with a plan to collect the ransom.",Action
+s5538,Movie,Shakti: The Power,Krishna Vamshi,"Karisma Kapoor, Nana Patekar, Sanjay Kapoor, Shah Rukh Khan, Deepti Naval, Vijay Raaz, Tiku Talsania, Jaspal Bhatti, Divya Dutta, Prakash Raj",India,"March 1, 2018",2002,168,A young mother must break free of the clutches of her husband's feudal family and bring herself and her young child to safety.,Dramas
+s5540,Movie,Shanghai,Dibakar Banerjee,"Emraan Hashmi, Abhay Deol, Prasenjit Chatterjee, Kalki Koechlin, Supriya Pathak, Tillotama Shome, Anant Jog, Pitobash, Farooq Shaikh, Arvind Goswami",India,"March 1, 2018",2012,109,Three disparate characters uncover government corruption as a small Indian town receives an influx of foreign money to turn it into the next Shanghai.,Dramas
+s5541,Movie,Shanghai Fortress,Teng Huatao,"Lu Han, Shu Qi, Shi Liang, Godfrey Gao, Wang Gongliang, Wang Sen, Sun Jialing, Vincent Matile",China,"September 13, 2019",2019,107,A young man falls for a heroic general and soon follows her footsteps as humans defend Earth against extraterrestrials seeking a precious energy source.,Dramas
+s5542,Movie,Shararat,Gurudev Bhalla,"Abhishek Bachchan, Hrishitaa Bhatt, Amrish Puri, Mohnish Bahl, Helen, Om Puri, Ashish Vidyarthi, A.K. Hangal, Tinnu Anand, Daisy Irani, Dara Singh, Viju Khote, Shubha Khote",India,"March 1, 2018",2002,148,"Unable to bribe his way out of a reckless driving charge, an arrogant rich kid is sentenced to community service at a home for senior citizens.",Comedies
+s5543,Movie,Shark Busters,Herman Yau,"Danny Lee, Hui Siu-Hung, Lam Suet, Alfred Cheung, Brian Ireland, Ken Lo, Lai Suk-Yin, Yeung Tin-King, Fung Hak-On, Jamie Luk",Hong Kong,"August 16, 2018",2002,92,"Hit by a media storm over his own mounting debts, a police officer leads an investigation against the loan sharks behind a sinister credit scheme.",Dramas
+s5544,Movie,Shark Night,David R. Ellis,"Sara Paxton, Dustin Milligan, Chris Carmack, Katharine McPhee, Donal Logue, Joshua Leonard, Sinqua Walls, Chris Zylka, Alyssa Diaz, Joel David Moore",United States,"November 2, 2019",2011,91,A weekend of beach-house debauchery turns into a nightmare for a group of friends when they discover that the waters are infested with vicious sharks.,Horror Movies
+s5545,Movie,Shattered Memories,Chris Sivertson,"Elizabeth Bogush, Brad Schmidt, Sarah Lind, Eddie Kaye Thomas, Phillip Boyd, Victoria Barabas, Mark Famiglietti, Walker Borba, Meg DeLacy",United States,"October 23, 2020",2018,86,"When her former lover's mysteriously murdered, a woman must clear her name – and avoid the killer.",Dramas
+s5548,Movie,Shaun the Sheep: The Farmer’s Llamas,Jay Grace,"Justin Fletcher, John Sparkes, Sean Connolly, Chris Grimes",United Kingdom,"December 22, 2020",2020,28,"A trio of mischievous llamas from the county fair start making a mess of the farm, so Shaun and the flock must find a way to boot out the troublemakers.",Children
+s5549,Movie,Shaurya: It Takes Courage to Make Right... Right,Samar Khan,"Rahul Bose, Javed Jaffrey, Minissha Lamba, Seema Biswas, Deepak Dobriyal, Kay Kay Menon, Amrita Rao, Rosa Catalano, Subrat Dutta, Priyesh Kaushik",India,"March 1, 2018",2008,135,Courtroom intrigue plays out against a backdrop of military secrets in this Bollywood drama with a plot that's reminiscent of A Few Good Men.,Dramas
+s5550,Movie,Shawn Mendes: In Wonder,Grant Singer,Shawn Mendes,United States,"November 23, 2020",2020,83,"Over the course of a world tour, this unguarded documentary follows Shawn Mendes as he opens up about his stardom, relationships and musical future.",Documentaries
+s5551,Movie,Shawn Mendes: Live in Concert,Paul Dugdale,Shawn Mendes,United Kingdom,"November 25, 2020",2020,87,"In his hometown of Toronto, Shawn Mendes pours his heart out on stage with a live performance in a stadium packed with adoring fans.",Music
+s5554,Movie,She Made Me a Criminal,Amr Arafa,"Ahmed Helmy, Ghada Adel, Hassan Hosny, Riham Abdel Ghafour, Edward, Abdullah Moshref, Youssef Eid, Mohamed Sharaf",Egypt,"April 25, 2020",2006,105,"In order to get her trust fund money from her wealthy but miserly father, a woman enlists a naive young man to help fake her own kidnapping.",Comedies
+s5556,Movie,She's Dating the Gangster,Cathy Garcia-Molina,"Kathryn Bernardo, Daniel Padilla, Richard Gomez, Dawn Zulueta, Sofia Andres, Khalil Ramos, Ian Veneracion, Pamu Pamorada, Igi Boy Flores, Marco Gumabao",Philippines,"February 27, 2019",2014,113,"To make another woman jealous, a campus heartthrob asks a fellow student to be his pretend girlfriend, but fate has other plans for the fake couple.",Dramas
+s5558,Movie,She's Out of My League,Jim Field Smith,"Jay Baruchel, Alice Eve, T.J. Miller, Mike Vogel, Nate Torrence, Krysten Ritter, Geoff Stults, Lindsay Sloane, Andrew Daly, Jasika Nicole, Kyle Bornheimer",United States,"November 20, 2019",2010,105,"When average-guy Kirk starts dating drop-dead-gorgeous Molly, his friends don't see it lasting, so Kirk does everything he can to avoid losing Molly.",Comedies
+s5559,Movie,She's the One,Mae Czarina Cruz,"Bea Alonzo, Dingdong Dantes, Enrique Gil",Philippines,"December 10, 2020",2013,111,"When his best friend gets stranded in the rain and becomes the subject of a romantic viral video, a morning show host must confront his true feelings.",Dramas
+s5560,Movie,Shelby American,"Nate Adams, Adam Carolla",Carroll Shelby,United States,"November 22, 2019",2019,119,"Featuring interviews and vintage footage, this documentary traces American icon Carroll Shelby's life of reinvention from farmer to racer to entrepreneur.",Documentaries
+s5561,Movie,Shelter,"Måns Mårlind, Björn Stein","Julianne Moore, Jonathan Rhys Meyers, Jeffrey DeMunn, Frances Conroy, Nate Corddry, Brooklynn Proulx, Brian Anthony Wilson, Joyce Feurring, Steven Rishard, Charles Techman",United States,"December 29, 2017",2010,112,A forensic psychiatrist has to think outside the box when she takes on a patient whose multiple personalities lead to a trail of murder victims.,Horror Movies
+s5562,Movie,Shepherds and Butchers,Oliver Schmitz,"Steve Coogan, Andrea Riseborough, Garion Dowds, Robert Hobbs, Deon Lotz, Marcel Van Heerden, Lauren Steyn",South Africa,"April 25, 2017",2016,106,"When a young prison guard commits murder in South Africa, an ardent lawyer aims to prove he was psychologically unbalanced by his role in executions.",Dramas
+s5564,Movie,Sherlock Holmes,Guy Ritchie,"Robert Downey Jr., Jude Law, Rachel McAdams, Mark Strong, Eddie Marsan, Robert Maillet, Geraldine James, Kelly Reilly, William Houston, James Fox, Hans Matheson",United States,"January 1, 2021",2009,128,The game is afoot for an eccentric detective who must use his brains and brawn to track down a nefarious nemesis with the help of his partner.,Action
+s5565,Movie,Shikari,"Latif Faiziyev, Umesh Mehra","Mithun Chakraborty, Naseeruddin Shah, Irina Kushnareva, Varsha Usgaonkar, Gulshan Grover, Anjana Mumtaz, Amrish Puri, Amrit Pal, Achyut Potdar, Lilliput",India,"December 8, 2017",1991,163,"When Shankar, who performs on the road with partner Chanchal and elephant Appu, falls for a Russian circus performer, jealousies and conflicts arise.",Dramas
+s5566,Movie,Shimla Mirchi,Ramesh Sippy,"Rajkummar Rao, Tarun Wadhwa, Rakul Preet Singh, Kiran Juneja, Hema Malini, Kamlesh Gill, Shakti Kapoor, Kanwaljeet Singh",India,"January 27, 2020",2020,121,"A young man who gets tongue-tied around women writes a love letter to his crush, but it ends up in the hands of her mother, who thinks it's for her.",Comedies
+s5567,Movie,Shimmer Lake,Oren Uziel,"Benjamin Walker, Rainn Wilson, Rob Corddry, Adam Pally, Ron Livingston, John Michael Higgins, Wyatt Russell, Stephanie Sigman, Mark Rendall, Isabel Dove, Angela Vint",Canada,"June 9, 2017",2017,87,"Unfolding in reverse time, this darkly comic crime thriller follows a local sheriff hunting three bank robbery suspects, one of whom is his brother.",Dramas
+s5569,Movie,Shine Your Eyes,Matias Mariani,"O.C. Ukeje, Indira Nascimento, Paulo André, Ike Barry, Chukwudi Iwuji",Brazil,"July 29, 2020",2020,103,"A Nigerian musician travels to Brazil to search for his estranged brother, who is living a life very different than the one his family thought.",Dramas
+s5571,Movie,Shiva,Ram Gopal Varma,"Nagarjuna Akkineni, Amala, Rajendranath Zutshi, Raghuvaran, Paresh Rawal, Brij Gopal, J.D. Chakravarthi, Tanikella Bharani",India,"December 31, 2019",1990,168,"A young man enrolls at a college and becomes a rival to the student-union president, who’s using force and intimidation to advance his criminal agenda.",Action
+s5572,Movie,Shonar Pahar,Parambrata Chatterjee,"Tanuja, Jishu Sengupta, Parambrata Chatterjee, Arunima Ghosh, Shrijato Banerjee, Soumitra Chatterjee, Gargi Roychowdhury",India,"February 22, 2019",2018,131,An older woman's unique friendship with a young boy inspires her to examine the strained relationship she shares with her married son.,Dramas
+s5574,Movie,Shootout at Lokhandwala,Apoorva Lakhia,"Sanjay Dutt, Sunil Shetty, Amitabh Bachchan, Arbaaz Khan, Abhishek Bachchan, Diya Mirza, Aarti Chhabria, Tusshar Kapoor, Vivek Oberoi, Neha Dhupia, Rohit Roy, Aditya Lakhia, Ravi Gossain, Shabbir Ahluwalia, Akhilendra Mishra, Amrita Singh",India,"May 15, 2019",2007,116,"Based on a true story, this action film follows an incident that stunned a nation in the early 1990s. In Mumbai, India, the notorious gangster Maya holds off veteran cop Khan and a force of more than 200 policemen in a six-hour bloody gunfight.",Action
+s5576,Movie,Shopkins: Chef Club,Raymond McGrath,"Erika Harlacher, Marieve Herington, David Lodge, Cassandra Morris, Kate Murphy, Abby Trott",United States,"November 15, 2018",2016,45,"In this first full Shopkins movie, Peppa-Mint is the new Shoppie in town who stirs things up by hosting a team cooking competition.",Uncategorized
+s5577,Movie,Shopkins: Wild,"Adele K. Thomas, Richard Bailey","Kate Murphy, Cassandra Morris, Kayli Mills, Abby Trott, Brianna Plantano, Laura Stahl, Philece Sampler",Australia,"November 15, 2018",2018,75,Beloved movie star Scarletta Gateau visits Shopville and recruits the Shopkins for a quest through the jungle to the mysterious world of Pawville.,Uncategorized
+s5578,Movie,Shopkins: World Vacation,Richard Bailey,"Kate Murphy, Cassandra Morris, Erika Harlacher, Abby Trott, Brianna Plantano, Reba Buhr, Doug Erholtz, Cherami Leigh, Brianna Knickerbocker",Australia,"November 15, 2018",2017,71,"The Shopkins and Shoppies jet around the world in search of missing friend Kooky Cookie, a stolen diamond and more vloggable adventure.",Uncategorized
+s5579,Movie,Shor In the City,"Raj Nidimoru, Krishna D.K.","Sendhil Ramamurthy, Tusshar Kapoor, Nikhil Dwivedi, Preeti Desai, Sundeep Kishan, Radhika Apte, Pitobash, Girija Oak, Alok Chaturvedi, Sudhir Chowdhary",India,"May 31, 2019",2011,106,"When three small-time Mumbai crooks steal a bag on a train, they find that it's filled with weapons and realize that their lives may be in danger.",Comedies
+s5580,Movie,Shorgul,"Jitendra Tiwari, Pranav Singh","Ashutosh Rana, Jimmy Shergill, Suha Gezen, Sanjay Suri, Narendra Jha, Hiten Tejwani, Eijaz Khan, Aniruddha Dave",India,"October 30, 2018",2016,122,A Hindu boy's feelings for a Muslim girl expose the tensions between their two communities and open the door to chaos and violence.,Dramas
+s5581,Movie,Short Term 12,Destin Daniel Cretton,"Brie Larson, John Gallagher Jr., Kaitlyn Dever, Rami Malek, Lakeith Stanfield, Kevin Hernandez, Melora Walters, Stephanie Beatriz, Lydia Du Veaux, Alex Calloway, Frantz Turner",United States,"July 18, 2019",2013,97,"A new charge at a foster care facility dredges up the memories of a young supervisor's own troubled past, and her tough exterior begins eroding.",Dramas
+s5582,Movie,Shortcut Safari,Amitabha Singh,"Jimmy Shergill, Aashi Rawal, Stuti Dwivedi, Deah Tandon, Sharvil Patel, Hardil Kanabar, Mann Patel, Ugam Khetani, Manmeet Singh, Nazia Davison",India,"April 15, 2019",2016,101,Unexpected wildlife adventures and valuable life lessons await seven city kids when they suddenly become lost in the forest during a school field trip.,Action
+s5583,Movie,Shorts,Robert Rodriguez,"Jimmy Bennett, Jake Short, Kat Dennings, Trevor Gagnon, Devon Gearhart, Jolie Vanier, Rebel Rodriguez, Leo Howard, Leslie Mann, Jon Cryer, William H. Macy, James Spader",United States,"July 1, 2019",2009,89,Chaos erupts when locals learn that an 11-year-old boy has discovered a mysterious rock that grants the wishes of whoever possesses it.,Children
+s5584,Movie,Shot Caller,Ric Roman Waugh,"Nikolaj Coster-Waldau, Omari Hardwick, Lake Bell, Jon Bernthal, Emory Cohen, Jeffrey Donovan, Evan Jones, Benjamin Bratt, Holt McCallany",United States,"November 24, 2019",2017,121,"Trying to go straight, a once-successful businessman fresh out of prison is forced to orchestrate a brazen crime or risk his family.",Dramas
+s5586,Movie,SHOT! The Psycho-Spiritual Mantra of Rock,Barney Clay,Mick Rock,United Kingdom,"August 10, 2017",2016,98,Aptly named iconic rock photographer Mick Rock reconstructs his journey through the thrilling and murky universe of rock 'n' roll history.,Documentaries
+s5588,Movie,Shrek the Musical,Jason Moore,"Brian d'Arcy James, Daniel Breaker, Sutton Foster, Christopher Sieber, John Tartaglia, Rozi Baker, Ryan Duncan, Leah Greenhaus, Chris Hoch, Marissa O'Donnell, Denny Paschall",United States,"December 29, 2013",2013,130,"The greatest fairy tale never told comes to life in this colorful, song-filled, Tony Award-winning Broadway production based on the hit movie.",Children
+s5590,Movie,Shubh Aarambh,Amit Barot,"Harsh Chhaya, Prachi Shah, Bharat Chawda, Deeksha Joshi, Aarjav Trivedi, Prashant Barot, Harsha Bhavsar",India,"March 1, 2018",2017,127,"As her own wedding looms on the horizon, a marriage counselor strives to save her future in-laws' crumbling relationship.",Dramas
+s5591,Movie,Shuddhi,Adarsh Eshwarappa,"Lauren Spartano, Niveditha, Amrutha Karagada, Shashank Purushotham, Sidhartha Maadhyamika, Ajay Raj, Sanchari Vijay, Veena Sundar",India,"March 1, 2018",2017,115,An American woman on a revenge mission travels to India and befriends two journalists seeking justice for violent crimes against women.,Dramas
+s5592,Movie,Shutter,"Banjong Pisanthanakun, Parkpoom Wongpoom","Ananda Everingham, Natthaweeranuch Thongmee, Achita Sikamana, Unnop Chanpaibool, Titikarn Tongprasearth, Sivagorn Muttamara, Chachchaya Chalemphol, Kachormsak Naruepatr",Thailand,"September 5, 2018",2004,96,"After killing a young girl in a hit-and-run accident, a couple is haunted by more than just the memory of their deadly choice.",Horror Movies
+s5593,Movie,Si Doel the Movie,Rano Karno,"Rano Karno, Mandra Naih, Cornelia Agatha, Maudy Koesnaedi, Aminah Tjendrakasih, Suty Karno, Salman Alfarizi, Adam Jagwani",Indonesia,"May 7, 2020",2018,86,"Fourteen years after the woman he loved left him, a married man ventures to Amsterdam to find her but must decide where his heart lies.",Dramas
+s5594,Movie,Si Doel the Movie 2,Rano Karno,"Maudy Koesnaedi, Rano Karno, Cornelia Agatha, Mandra Naih, Aminah Tjendrakasih, Suty Karno, Adam Jagwani",Indonesia,"May 7, 2020",2019,95,"As Sarah and her child look to settle in Jakarta, Zaenab searches for answers and gets caught between defending her marriage to Doel or letting it go.",Dramas
+s5595,Movie,Si Doel the Movie 3,Rano Karno,"Rano Karno, Cornelia Agatha, Maudy Koesnaedi, Suty Karno, Mandra Naih, Aminah Tjendrakasih, Rey Bong, Akhmad Zulhoir Mardia",Indonesia,"May 23, 2020",2020,93,"Torn between reuniting with one family and leaving another behind, Doel must choose between the two women he loves.",Dramas
+s5596,Movie,Si saben cómo me pongo ¿pá qué me invitan?,Fernando Ayllón,"Ricardo Quevedo, Iván Marín, Freddy Beltrán, Nelson Polanía, Fabiola Posada, Liss Pereira, Jessica Sanjuan, Lina Cardona",Colombia,"May 3, 2018",2018,89,"When four unhappy couples attend a spiritual retreat at a resort to try and solve their relationship troubles, shenanigans ensue.",Comedies
+s5597,Movie,Sicilian Ghost Story,"Fabio Grassadonia, Antonio Piazza","Julia Jedlikowska, Gaetano Fernandez, Corinne Musallari, Lorenzo Curcio, Andrea Falzone, Federico Finocchiaro, Vincenzo Amato, Sabine Timoteo",Italy,"July 6, 2019",2017,119,"When officials are slow to investigate a mysterious disappearance, a teen girl searches the dark woods on the outskirts of town for the boy she loves.",Dramas
+s5600,Movie,Siddhant,Vivek Wagh,"Vikram Gokhale, Swati Chitnis, Kishore Kadam, Ganesh Yadav, Sarang Sathaye, Archit Deodhar, Madhavi Soman, Neha Mahajan",India,"October 30, 2018",2014,105,A principled mathematics teacher is shocked to discover that his grandson used unethical means to achieve academic success.,Dramas
+s5601,Movie,Sierra Burgess Is A Loser,Ian Samuels,"Shannon Purser, Kristine Froseth, RJ Cyler, Noah Centineo, Loretta Devine, Giorgia Whigham, Alice Lee, Lea Thompson, Alan Ruck, Mary Pat Gleason, Chrissy Metz",United States,"September 7, 2018",2018,106,A wrong-number text sparks a virtual romance between a smart but unpopular teen and a sweet jock who thinks he's talking to a gorgeous cheerleader.,Comedies
+s5602,Movie,Sigaram Thodu,Gaurav Narayanan,"Vikram Prabhu, Sathyaraj, Monal Gajjar, Sathish, Erode Mahesh, Gaurav Narayanan",India,"November 1, 2018",2014,141,A policeman's son overcomes his reluctance to join the force following a brutal attack on his father and ends up in the middle of a robbery case.,Dramas
+s5605,Movie,Silencer,Timothy Woodward Jr.,"Johnny Messner, Danny Trejo, Tito Ortiz, Chuck Liddell, Robert LaSardo, Nikki Leigh, Kai Scarlett Williams, Marlene Marquez",United States,"December 3, 2018",2018,88,"When a drug lord kidnaps his girlfriend’s daughter, a retired assassin leaves his newly peaceful life to go on a ruthless rampage to rescue the child.",Action
+s5607,Movie,Silent Hill: Revelation,M.J. Bassett,"Deborah Kara Unger, Adelaide Clemens, Sean Bean, Malcolm McDowell, Carrie-Anne Moss, Radha Mitchell, Martin Donovan, Kit Harington",Canada,"December 13, 2019",2012,94,"Haunted by nightmares and her father's disappearance, Heather goes on the hunt for him – and discovers a disturbing truth about her own identity.",Horror Movies
+s5609,Movie,Sillu Karuppatti,Halitha Shameem,"Nivedhithaa Sathish, Leela Samson, Samuthirakani, Sunaina, Manikandan",India,"January 26, 2020",2019,133,"From first crushes to post-marriage relationships, love and connection are at the heart of the four interwoven stories in this anthology film.",Comedies
+s5611,Movie,Silver Linings Playbook,David O. Russell,"Bradley Cooper, Jennifer Lawrence, Robert De Niro, Jacki Weaver, Chris Tucker, Anupam Kher, John Ortiz, Shea Whigham, Julia Stiles, Paul Herman",United States,"March 16, 2020",2012,122,"After a stint in a mental hospital, Pat moves in with his parents and tries to win back his wife, until he meets a woman who's as unstable as he is.",Comedies
+s5614,Movie,Simon Amstell: Set Free,Julia Knowles,Simon Amstell,United Kingdom,"August 20, 2019",2019,52,"Honest, introspective comic Simon Amstell digs deep and delivers a uniquely vulnerable stand-up set on love, ego, intimacy and ayahuasca.",Stand-Up
+s5615,Movie,Simon Killer,Antonio Campos,"Brady Corbet, Mati Diop, Constance Rousseau, Lila Salet, Solo, Michaël Abiteboul, Nicolas Ronchi, Étienne Rotha Moeng",United States,"August 13, 2020",2012,105,"Young and heartbroken, a New Yorker travels to Paris to escape his romantic woes but is soon drawn into another all-consuming attraction.",Dramas
+s5616,Movie,Simplemente Manu NNa,"Jan Suter, Raúl Campos",Manu NNa,Mexico,"May 5, 2017",2017,72,Eclectic stand-up comic Manu NNa relays everyday tales about the struggles of being gay in Mexico and shares his love of telenovelas and mezcal.,Stand-Up
+s5621,Movie,"Sincerely Yours, Dhaka","Nuhash Humayun, Syed Ahmed Shawki, Rahat Rahman, Robiul Alam Robi, Golam Kibria Farooki, Mir Mukarram Hossain, Tanvir Ahsan, Mahmudul Islam, Abdullah Al Noor, Krishnendu Chattopadhyay, Syed Saleh Ahmed Sobhan","Mostafizur Noor Imran, Orchita Sporshia, Allen Shubhro, Shamol Mawla, Sarder Saniat Hossain, Manoj Kumar Pramanik, Trapa Majumder, Intekhab Dinar, Iresh Zaker, Lutfur Rahman George",Bangladesh,"December 16, 2019",2018,136,Eleven emerging Bangladeshi filmmakers present a collection of gritty shorts centered on the capital city and the people living in its margins.,Comedies
+s5625,Movie,Singapore,Shakti Samanta,"Shammi Kapoor, Padmini, Maria Menado, Shashikala, Agha, K.N. Singh, Madan Puri, Helen",India,"October 15, 2017",1960,158,"When his employee disappears in Singapore, Shyam travels from India to investigate the absence and becomes entangled in a deadly plot.",Comedies
+s5627,Movie,Singh Saab the Great,Anil Sharma,"Sunny Deol, Urvashi Rautela, Prakash Raj, Amrita Rao, Anjali Abrol, Johnny Lever, Sanjay Mishra, Yashpal Sharma, Manoj Pahwa, Raj Premi",India,"July 15, 2017",2013,143,"As the result of a TV journalist's curiosity, the amazing saga of an honorable government tax collector's past comes to light.",Action
+s5628,Movie,Singham,Rohit Shetty,"Ajay Devgn, Kajal Aggarwal, Prakash Raj, Sonali Kulkarni, Sachin Khedekar, Sudhanshu Pandey, Anant Jog",India,"November 19, 2020",2011,142,A police inspector kills himself after a powerful gangster frames him for corruption – but soon the thug faces the full force of cop Bajirao Singham.,Action
+s5629,Movie,Single,Raditya Dika,"Raditya Dika, Annisa Rawles, Chandra Liow, Pandji Pragiwaksono, Babe Cabita, Elvira Devinamira, Tinna Harahap, Pevita Pearce, Rinna Hassim, Dede Yusuf, Dewi Hughes",Indonesia,"September 28, 2018",2015,127,"Unemployed and immature, a somewhat pathetic bachelor sets his sights on finding a date for the wedding of his younger, more successful brother.",Comedies
+s5633,Movie,Singularity,Robert Kouba,"Julian Schaffner, John Cusack, Jeannine Wacker, Carmen Argenziano, Eileen Grubba, Pavlo Bubryak",Switzerland,"June 1, 2018",2017,92,"Nearly a century after artificial intelligence tried to eradicate people from Earth, two survivors search for a human enclave rumored to still exist.",Action
+s5634,Movie,Sinister 2,Ciarán Foy,"Shannyn Sossamon, John Beasley, James Ransone, Tate Ellington, Robert Daniel Sloan, Dartanian Sloan, Lucas Jade Zumann, Lea Coco",United States,"October 16, 2019",2015,97,"A single mother and her twin sons move into a rural house, unaware of its history of being inhabited by an evil spirit that preys upon young children.",Horror Movies
+s5635,Movie,Sinister Circle,Dorian Fernández-Moris,"Milene Vázquez, Matías Raygada, Claudia Dammert, Marcello Rivera, Atilia Boschetti, Hernán Romero, Ismael Contreras, Pietro Sibille, Leslie Shaw",Peru,"October 1, 2019",2017,87,A psychologist and her mute son confront evil forces at the site of a terrible tragedy involving an ancestral Ouija board and a demonic secret society.,Horror Movies
+s5637,Movie,Siren,Gregg Bishop,"Chase Williamson, Hannah Fierman, Justin Welborn, Hayes Mercure, Michael Aaron Milligan, Brittany S. Hall, Randy McDowell, Lindsey Garrett, William Mark McCullough, Patrick Wood",United States,"January 1, 2020",2016,83,A groom-to-be and his pals celebrate with a debauched night out that ends with a supernatural assault by a stripper who is not what she appears to be.,Horror Movies
+s5639,Movie,Sister Cities,Sean Hanish,"Jacki Weaver, Troian Bellisario, Stana Katic, Michelle Trachtenberg, Jess Weixler, Alfred Molina, Amy Smart, Tom Everett Scott, Kaia Gerber, Aimee Garcia, Kathy Baker, Peter Jason",United States,"December 16, 2016",2016,88,"After years of estrangement, four sisters gather in the wake of their mother's death, which may or may not have been a suicide.",Dramas
+s5640,Movie,Sister Code,Corey Grant,"Drew Sidora, Eva Marcille, Amber Rose, Marcus T. Paulk, Erica Ash, Essence Atkins, Amin Joseph, Rolonda Watts, Brooklyn McLinn, Don Hale Jr., Duane Martin, Anne-Marie Johnson",United States,"February 14, 2016",2015,95,"After the death of their beloved mother, three foster sisters find their bond tested by old grudges, career tensions and a startling revelation.",Comedies
+s5642,Movie,Sisterakas,Wenn V. Deramas,"Ai-Ai de las Alas, Vice Ganda, Kris Aquino, Xyriel Manabat, Daniel Padilla, Kathryn Bernardo, Tirso Cruz III, Deejay Durano, Gloria Diaz, Jeffrey Quizon",Philippines,"March 7, 2019",2012,105,"Two half siblings separated by family conflict cross paths as adults at a fashion agency – but one of them has a vendetta, unbeknownst to the other.",Comedies
+s5645,TV Show,Six Windows in the Desert,"Ali Kalthami, Meshal Aljaser, Faris Godus, Mohamed al Salman, Faisal al Amer","Moayad Alnefaie, Mohammed Alhamdan, Citi Bet Baydi, Sadeem Alshehri, Mohammed Albakri, Moayed Althagafi, Hussain Alyahya, Abeer Alotaibi, Zara Albalushi, Ali Alshehabi",Saudi Arabia,"February 27, 2020",2020,1,"From a theatre play to the aftermath of a plane crash, this collection of shorts from Saudi filmmakers depicts the nuances of Saudi Arabian culture.",TV Shows
+s5646,Movie,Skin,Daniel Effiong,Beverly Naya,Nigeria,"June 28, 2020",2019,76,"On a quest to find beauty in all complexions, actress Beverly Naya travels to her home country of Nigeria and explores colorism's impact on society.",Documentaries
+s5648,Movie,Skin Trade,Ekachai Uekrongtham,"Dolph Lundgren, Tony Jaa, Ron Perlman, Celina Jade, Peter Weller, Michael Jai White, Sahajak Boonthanakit, Mike Dopud",Thailand,"December 17, 2018",2014,96,A New Jersey detective whose family was killed by an international gangster teams up with a Bangkok cop on a quest to bring down a criminal empire.,Action
+s5651,Movie,Skins,Eduardo Casanova,"Ana Polvorosa, Candela Peña, Macarena Gómez, Carmen Machi, Jon Kortajarena, Secun de la Rosa, Itziar Castro, Antonio Durán 'Morris', Joaquín Climent, Ana María Ayala, Eloi Costa",Spain,"April 1, 2017",2017,78,"Deformed, disfigured characters must find a way to deal with society shunning their differences in this darkly comic social drama.",Dramas
+s5652,Movie,Skiptrace,Renny Harlin,"Jackie Chan, Johnny Knoxville, Fan Bingbing, Eric Tsang, Eve Torres, Winston Chao",China,"July 4, 2019",2016,107,"To capture a crime lord who killed his partner and kidnapped his partner's daughter, a Hong Kong detective teams with a smart aleck American gambler.",Action
+s5653,Movie,Sky Ladder: The Art of Cai Guo-Qiang,Kevin MacDonald,Cai Guo-Qiang,United States,"October 14, 2016",2016,80,"Known for his spectacular pyrotechnic displays, Chinese artist Cai Guo-Qiang creates his most ambitious project yet in this breathtaking documentary.",Documentaries
+s5654,Movie,Sky on Fire,Ringo Lam,"Daniel Wu, Joseph Chang, Amber Kuo, Zhang Jingchu, Ruoyun Zhang",China,"August 5, 2017",2016,100,The security chief at a top-level medical facility must fight to ensure that revolutionary cancer research doesn't fall into the wrong hands.,Action
+s5655,Movie,Sky Tour: The Movie,Nguyen Thanh Tung,Son Tung M-TP,Vietnam,"September 2, 2020",2020,93,"From the preparations to the performances, this documentary showcases Vietnamese pop idol Sơn Tùng M-TP and the passion behind his Sky Tour concerts.",Documentaries
+s5658,Movie,Skyline,"Colin Strause, Greg Strause","Eric Balfour, Scottie Thompson, Brittany Daniel, Crystal Reed, Neil Hopkins, David Zayas, Donald Faison, Robin Gammell, Tanya Newbould, J. Paul Boehmer",United States,"January 16, 2019",2010,94,"After a wild night of partying, Terry discovers that he's one of the few people left on Earth, then sets out to solve the mystery of what happened.",Action
+s5660,Movie,Slam,Andrea Molaioli,"Ludovico Tersigni, Jasmine Trinca, Luca Marinelli, Barbara Ramella, Gianluca Broccatelli, Pietro Ragusa, Fiorenza Tessari",Italy,"April 15, 2017",2017,99,"Teen father-to-be Sam imagines his future as a young parent and finds a surprising mentor while reading about his idol, pro skateboarder Tony Hawk.",Comedies
+s5662,Movie,Sleeping with Other People,Leslye Headland,"Jason Sudeikis, Alison Brie, Adam Scott, Jason Mantzoukas, Natasha Lyonne, Adam Brody, Amanda Peet",United States,"October 2, 2017",2015,101,"Many years after hooking up in college, two people cross paths and realize they are both serial philanderers who need each other's help to reform.",Comedies
+s5664,TV Show,Sleepless Society: Insomnia,"Pantham Thongsang, Cheewatan Pusitsuksa","Chutimon Chuengcharoensukying, Sutthirak Subvijitra, Nutthasit Kotimanuswanich, Sita Maharavidejakorn, Sutthatip Wutichaipradit, Warisara Yu, Chokchai Charoensuk, Supoj Pongpancharoen, Nikorn Sae Tang, Gandhi Wasuwitchayagit, Petchpatchara Kitkrairaj, Duangjai Hirunsri, Nilacha Fuangfukiet, Teeranai Na Nongk้hai, Sumontha Suanpolrat, Wimolphan Chaleejunghan, Damkerng Thitapiyasak, Natthawara Hongsuwan, Nunthapak Chalermpuwadej, Tachatorn Supanan",Thailand,"February 13, 2020",2019,1,"Haunted by recurring visions, a young woman with insomnia visits an old home to solve a mystery and put her nightmares to an end.",Crime TV
+s5666,TV Show,Sleepless Society: Two Pillows & A Lost Soul,Sivaroj Kongsakul,"Numthip Jongrachatawiboon, Vorarit Fuangarom, Bhumibhat Thavornsiri, Thanongsak Suphakan, Kanjanaporn Plodpai, Tosatid Darnkhuntod, Boonsong Nakphoo, Arachaporn Pokinpakorn, Annita Sarucha, Chidsanupong Sakulnuntipat, Nisawan Silpapearsue, Porntip Tipsiri, Thana Srisuke",Thailand,"May 15, 2020",2020,1,A motivational speaker about to divorce her abusive husband wakes up from a wild party one morning to find a dead body.,Crime TV
+s5667,Movie,Sleepover,Joe Nussbaum,"Alexa PenaVega, Mika Boorem, Jane Lynch, Sam Huntington, Sara Paxton, Brie Larson, Scout Taylor-Compton, Douglas Smith, Katija Pevec, Steve Carell, Jeff Garlin",United States,"March 1, 2020",2004,89,"As high school approaches, four best friends have a summer sleepover and participate in a scavenger hunt against their popular archrivals.",Comedies
+s5668,Movie,Sling Blade,Billy Bob Thornton,"Billy Bob Thornton, Dwight Yoakam, J.T. Walsh, John Ritter, Lucas Black, Natalie Canerday, James Hampton, Robert Duvall, Rick Dial, Brent Briscoe",United States,"November 1, 2019",1996,135,"A man returns home after being released from a psychiatric hospital, where he'd been confined since age 12 for murdering his mother and her lover.",Dramas
+s5669,Movie,Sliver,Phillip Noyce,"Sharon Stone, William Baldwin, Tom Berenger, Polly Walker, Colleen Camp, Amanda Foreman, Martin Landau, CCH Pounder, Nina Foch, Keene Curtis",United States,"January 1, 2020",1993,107,"A divorcée moves into a high-rise with a sordid past and begins a steamy affair with her neighbor, unaware that her every move is being monitored.",Thrillers
+s5671,Movie,Slow Country,Eric Aghimien,"Ivie Okujaye, Sambasa Nzeribe, Tope Tedela, Gina Castel, Majid Michel, Victor Erabie, Brutus Richard, Adebayo Thomas",Nigeria,"December 6, 2019",2017,115,"Desperate to leave a life of prostitution, a teenage mother attempts to outsmart her ruthless boss who is determined to keep his prized asset.",Dramas
+s5672,Movie,Slow West,John Maclean,"Kodi Smit-McPhee, Michael Fassbender, Ben Mendelsohn, Caren Pistorius, Rory McCann, Andrew Robertt, Edwin Wright, Kalani Queypo",United Kingdom,"July 26, 2018",2015,84,"Determined to find the woman he loves, a Scottish teenager braves the Western frontier of 19th-century America, with bounty hunters hot on his trail.",Action
+s5673,Movie,Small Crimes,Evan Katz,"Nikolaj Coster-Waldau, Gary Cole, Molly Parker, Macon Blair, Pat Healy, Jacki Weaver, Robert Forster",Canada,"April 28, 2017",2017,95,"After serving a six-year prison sentence, an ex-cop tries to rebuild his life in his hometown, but gets caught up in the fallout from his past.",Dramas
+s5674,Movie,Small Soldiers,Joe Dante,"Kirsten Dunst, Gregory Smith, Jay Mohr, Phil Hartman, Kevin Dunn, Denis Leary, Frank Langella, Tommy Lee Jones, Ernest Borgnine",United States,"June 1, 2019",1998,110,"When the Commando Elite, a group of toy action figures, are released before they've been tested, they attack the children playing with them.",Action
+s5675,Movie,Small Town Crime,"Ian Nelms, Eshom Nelms","John Hawkes, Anthony Anderson, Octavia Spencer, Robert Forster, Clifton Collins Jr., Jeremy Ratchford, James Lafferty, Michael Vartan, Daniel Sunjata, Don Harvey, Stefanie Scott, Caity Lotz, Dale Dickey",United States,"May 19, 2018",2017,92,"When a disgraced ex-cop discovers a dying woman, he's compelled to track down her killer – an act of self-redemption that takes him down a dark path.",Thrillers
+s5676,Movie,Smart People,Noam Murro,"Dennis Quaid, Sarah Jessica Parker, Thomas Haden Church, Ellen Page, Ashton Holmes, Christine Lahti, Camille Mana, David Denman, Don Wadsworth, Robert Haley",United States,"July 12, 2019",2008,95,An unexpected romance and a surprise visit from his wild brother turn the life of widowed professor Lawrence Wetherhold upside down.,Comedies
+s5678,Movie,Smoke & Mirrors,Alberto Rodríguez,"Eduard Fernández, José Coronado, Marta Etura, Carlos Santos, Enric Benavent, Philippe Rebbot, Israel Elejalde, Tomás del Estal, Emilio Gutiérrez Caba",Spain,"June 1, 2017",2016,123,"Betrayed by the Spanish government he once served, a former secret agent plots to steal millions of dollars embezzled by a corrupt public official.",Dramas
+s5680,Movie,SMOSH: The Movie,Alex Winter,"Ian Hecox, Anthony Padilla, Jenna Marbles, Grace Helbig, Harley Morenstein, Jillian Nelson, Brittany Ross, Michael Ian Black, Steve Austin",United States,"September 22, 2015",2015,83,"To keep his teen crush from spotting him in an embarrassing YouTube video, Anthony and his friend Ian must enter the virtual world and alter the clip.",Comedies
+s5682,Movie,Sniper: Special Ops,Fred Olen Ray,"Steven Seagal, Rob Van Dam, Tim Abell, Charlene Amoia, Daniel Booko, Jason-Shane Scott, Anthony Batarse, Gerald Webb",United States,"January 10, 2020",2016,86,"After a mission to rescue a U.S. congressman from the Taliban ends with two men left behind, their sniper buddies go against orders to get them back.",Action
+s5683,Movie,Snow Day,Chris Koch,"Chris Elliott, Mark Webber, Jean Smart, Schuyler Fisk, Iggy Pop, Pam Grier, John Schneider, Chevy Chase, Zena Grey, Josh Peck",United States,"January 1, 2020",2000,89,"When a snow day shuts down the whole town, the Wheeler family cuts loose. Hal makes a play for the most popular girl in his school, 10-year-old Natalie takes on the dreaded snowplow man, and Dad gets into a showdown with a rival meteorologist.",Children
+s5684,Movie,Snowden,Oliver Stone,"Joseph Gordon-Levitt, Shailene Woodley, Zachary Quinto, Melissa Leo, Tom Wilkinson, Timothy Olyphant, Nicolas Cage, Rhys Ifans, Joely Richardson, Scott Eastwood, Ben Schnetzer, Logan Marshall-Green",United Kingdom,"November 1, 2020",2016,134,This thriller traces Edward Snowden's journey from Army recruit to disillusioned government analyst bent on exposing vast U.S. surveillance programs.,Dramas
+s5685,Movie,Snowpiercer,Bong Joon Ho,"Chris Evans, Song Kang-ho, Ed Harris, John Hurt, Tilda Swinton, Jamie Bell, Octavia Spencer, Ewen Bremner, Alison Pill, Adnan Haskovic, Vlad Ivanov, Ko A-sung, Luke Pasqualino",South Korea,"May 1, 2019",2013,126,The Earth's remaining inhabitants are confined to a single train circling the globe as revolution brews among the class-divided cars.,Action
+s5686,Movie,So Much Love to Give,Marcos Carnevale,"Adrián Suar, Soledad Villamil, Gabriela Toscano, Alan Sabbagh, Darío Barassi, Magela Zanotta, Betiana Blum",Argentina,"September 9, 2020",2020,108,Fernando is a family man — equally committed to each of his two families. But one wrong turn brings them crashing together.,Comedies
+s5687,Movie,Socha Na Tha,Imtiaz Ali,"Abhay Deol, Ayesha Takia, Apoorva Jha, Ayesha Jhulka, Rati Agnihotri, Sandhya Mridul, Suresh Oberoi, Manish Chaudhary",India,"July 1, 2018",2005,137,"An arranged marriage becomes a friendship for Viren and Aditi, who aren't in love – until they begin having unexpected feelings for each other.",Comedies
+s5690,Movie,Soekarno,Hanung Bramantyo,"Ario Bayu, Lukman Sardi, Maudy Koesnaedi, Tanta Ginting, Tika Bravani, Emir Mahira, Sujiwo Tedjo, Ayu Laksmi, Matias Muchus",Indonesia,"January 5, 2019",2013,142,This biographical drama about Indonesia's first president recounts his nationalist crusade to seize independence from Dutch colonial rule.,Dramas
+s5691,Movie,Sofía Niño de Rivera: Exposed,"Raúl Campos, Jan Suter",Sofía Niño de Rivera,Mexico,"June 24, 2016",2016,80,Self-deprecating comic Sofía Niño de Rivera puts her sarcasm on full display in this stand-up special filmed live at Guadalajara's Degollado Theater.,Stand-Up
+s5692,Movie,Sofía Niño de Rivera: Selección Natural,"Raúl Campos, Jan Suter",Sofía Niño de Rivera,Mexico,"March 30, 2018",2018,62,"Mexico's Sofía Niño de Rivera brings her dark humor to the stage with jokes about marriage traps, sexually attractive leopards and funny funerals.",Stand-Up
+s5694,Movie,Sohni Mahiwal,"Latif Faiziyev, Umesh Mehra","Zeenat Aman, Pran, Tanuja, Poonam Dhillon",India,"September 1, 2017",1984,160,"After being violently separated from the woman he loves, a young man must disguise himself in order to keep meeting her.",Dramas
+s5696,Movie,Soldier,Abbas Mustan,"Rakhee Gulzar, Bobby Deol, Preity Zinta",India,"September 1, 2020",1998,155,"On the run from Indian police, a mysterious man escapes to Australia and falls in love with the daughter of an Indian criminal who lives there.",Comedies
+s5697,Movie,Solo,Hugo Stuven,"Alain Hernández, Aura Garrido, Ben Temple",Spain,"January 11, 2019",2018,91,"In a remote area of the Canary Islands, a surfer falls off a cliff. Fighting to survive, he reflects on his life and past romance. Based on true events.",Dramas
+s5698,Movie,Solo Con Tu Pareja,Alfonso Cuarón,"Luis de Icaza, Dobrina Liubomirova, Isabel Benet, Claudia Fernandez, Luz María Jerez, Claudia Ramírez, Astrid Hadad, Toshiro Hisaki, Daniel Giménez Cacho, Carlos Nakasone, Ricardo Dalmacci, Nevil Wilton, John Keyser, Raúl Valerio, Monserrat Ontiveros, Daniel Gimenez Cacho",Mexico,"September 1, 2018",1991,94,A yuppie playboy looks for a quick death after being falsely diagnosed with AIDS by a nurse who was once cheated by the young Casanova.,Comedies
+s5699,Movie,Solo: A Star Wars Story,Ron Howard,"Alden Ehrenreich, Woody Harrelson, Emilia Clarke, Donald Glover, Joonas Suotamo, Thandie Newton, Phoebe Waller-Bridge, Paul Bettany",United States,"January 9, 2019",2018,135,"A young Han Solo tries to settle an old score with the help of his new buddy Chewbacca, a crew of space smugglers and a cunning old friend.",Action
+s5700,Movie,Solo: A Star Wars Story (Spanish Version),Ron Howard,"Alden Ehrenreich, Woody Harrelson, Emilia Clarke, Donald Glover, Joonas Suotamo, Thandie Newton, Phoebe Waller-Bridge, Paul Bettany",United States,"January 9, 2019",2018,135,"A young Han Solo tries to settle an old score with the help of his new buddy Chewbacca, a crew of space smugglers and a cunning old friend.",Action
+s5701,Movie,Solomon Kane,Michael J. Bassett,"James Purefoy, Pete Postlethwaite, Rachel Hurd-Wood, Alice Krige, Jason Flemyng, Mackenzie Crook, Patrick Hurd-Wood, Max von Sydow",Czech Republic,"February 15, 2018",2009,104,"In this epic tale, a once-murderous sea captain is holed up in a monastery in retreat from the devil, whom the captain fears is coming for his soul.",Action
+s5703,Movie,Some Freaks,Ian MacAllister-McDonald,"Thomas Mann, Lily Mae Harrington, Ely Henry, Lachlan Buchanan, Marin Ireland, John Thorsen, Stephen Thorne, Shannon Hartman",United States,"December 18, 2017",2017,97,"A one-eyed boy and plus-sized girl form a deep connection. But following a brief separation, they reunite as different people.",Dramas
+s5705,Movie,Someone Great,Jennifer Kaytin Robinson,"Gina Rodriguez, Brittany Snow, DeWanda Wise, Lakeith Stanfield, RuPaul Charles, Peter Vack, Alex Moffat, Rosario Dawson, Rebecca Naomi Jones, Jaboukie Young-White, Michelle Buteau, Questlove",United States,"April 19, 2019",2019,92,"On the heels of a blindsiding breakup, music journalist Jenny braces for a new beginning – and one last adventure with her closest friends.",Comedies
+s5706,TV Show,Someone Has to Die,Manolo Caro,"Carmen Maura, Cecilia Suárez, Ester Expósito, Ernesto Alterio, Alejandro Speitzer, Isaac Hernández, Carlos Cuevas, Mariola Fuentes, Pilar Castro, Juan Carlos Vellido, Eduardo Casanova, Manuel Morón, Javier Pereira",Mexico,"October 16, 2020",2020,1,"In conservative 1950s Spain, the alleged relationship between a young man and a Mexican ballerino creates an uproar of harrowing consequences.",Crime TV
+s5708,Movie,Something Huge,Carlo Padial,"Berto Romero, Carolina Bang, Javier Botet, Carlos Areces, Miguel Noguera, Toni Sevilla",Spain,"March 1, 2018",2017,87,"A director and a comedian want to shoot the ""comedy of the future"" and make cinema history, but soon run out of resources and run into mission creep.",Comedies
+s5710,Movie,Something's Gotta Give,Nancy Meyers,"Jack Nicholson, Diane Keaton, Keanu Reeves, Frances McDormand, Amanda Peet, Jon Favreau, Paul Michael Glaser, Rachel Ticotin",United States,"August 1, 2019",2003,128,"Still sexy at 60, Harry Sanborn wines and dines women half his age. But a getaway with his girlfriend goes awry when her mother drops in unannounced.",Comedies
+s5711,Movie,Sometimes,Priyadarshan,"Prakash Raj, Shreya Reddy, Ashok Selvan",India,"May 1, 2018",2016,101,"Seven strangers anxiously waiting for their HIV test results decide to bribe the clinic receptionist to get them early, learning one is positive.",Dramas
+s5714,Movie,Sommore: Chandelier Status,Kevin Layne,Sommore,United States,"July 4, 2018",2013,77,"Luminous funnywoman Sommore wows Miami with her unique take on body modification, Internet sex, the world of celebrities and more.",Stand-Up
+s5715,Movie,Sommore: The Reign Continues,Kevin Layne,Sommore,United States,"November 1, 2018",2015,93,"Self-proclaimed ""Queen of Comedy"" Sommore storms the stage to deliver a riotous stand-up performance in Charlotte, North Carolina.",Stand-Up
+s5716,Movie,Son of a Gun,Julius Avery,"Ewan McGregor, Brenton Thwaites, Alicia Vikander, Jacek Koman, Matt Nable, Tom Budge, Eddie Baroo, Nash Edgerton",Australia,"July 19, 2018",2014,109,A young petty thief who received protection from a notorious inmate in jail is forced to spring his defender from prison and help pull off a heist.,Action
+s5717,Movie,Son Of Adam,Ahmed Nader Galal,"Youssef El Sherif, Dina El-Sherbiny, Ahmad Rizq, Hana El Zahed, Mahmoud El Gendy, Bayyumi Fuad, Khaled Kamal, Mahmoud El-Bazzawy",Egypt,"September 10, 2020",2018,110,"To escape conviction on criminal charges, a businessman agrees to aid a risky police mission, but his motives soon turn suspicious.",Dramas
+s5719,Movie,Soni,Ivan Ayr,"Geetika Vidya Ohlyan, Saloni Batra, Mohinder Gujral, Mohit Chauhan, Vikas Shukla, Gauri Chakraborty, Simrat Kaur, Dimple Kaur",India,"January 18, 2019",2018,97,"While fighting crimes against women in Delhi, a short-fused policewoman and her level-headed female boss grapple with gender issues in their own lives.",Dramas
+s5723,Movie,Soorma,Shaad Ali,"Diljit Dosanjh, Tapsee Pannu, Angad Bedi, Kulbhushan Kharbanda, Satish Kaushik, Vijay Raaz, Seema Kaushal, Mahabir Bhullar, Alka Badola Kaushal, Jimmy Moses",India,"October 13, 2018",2018,131,This biopic on former Indian field hockey player Sandeep Singh follows the athlete’s hard-fought comeback after an accidental gunshot left him paralyzed.,Dramas
+s5724,Movie,Sorry To Disturb,Khaled Marei,"Ahmed Helmy, Mahmoud Hemeida, Menna Shalaby, Dalal Abdelaziz, Mohamed Sharaf, Tarek El Tilmisany, Mohammed El Sadaany, Samy Maghawry, Ahmed Fouad Selim, Ahmed Ramah",Egypt,"June 2, 2020",2008,116,"After losing his father, a genius yet troubled aviation engineer suffering from loneliness tackles a complex project: love.",Dramas
+s5727,Movie,Soul Robbers,Juan Antonio de la Riva,"Sofía Sisniega, Natasha Dupeyron, Ana Sofía Durán, Javier Escobar, Luis Gatica, Juan Ángel Esparza, Jorge Luis Moreno, Arnulfo Reyes Sanchez, Tizoc Arroyo, José Enot, Ricardo Dalmacci, Harding Junior, Claudine Sosa, Pablo Valentín",Mexico,"July 1, 2018",2015,88,"During Mexico's War of Independence, a group of men face unimaginable horrors when they attempt to steal from the seemingly helpless Cordero sisters.",Horror Movies
+s5728,Movie,Soul Surfer,Sean McNamara,"AnnaSophia Robb, Helen Hunt, Dennis Quaid, Carrie Underwood, Kevin Sorbo, Ross Thomas, Chris Brochu, Lorraine Nicholson, Jeremy Sumpter, Sonya Balmores, Craig T. Nelson, Mark Kubr, Kim Morgan Greene, Titus Kinimaka, Branscombe Richmond, Sonya Balmores Chung, Kimberly-Rose Wolter, John Philbin, David Chokachi, Wesley Mann",United States,"May 17, 2020",2011,106,Hawaiian teen Bethany Hamilton bravely returns to competitive surfing after losing her left arm in a vicious shark attack.,Dramas
+s5729,Movie,Soul to Keep,"David Allensworth, Monière","Sandra Mae Frank, Aurora Heimbach, Craig Fogel, Tony Spitz, Jordan Theodore, Kate Rose Reynolds, Jessie Jordan, Derek Long, Sophia Getz, Amelia Sheeler",United States,"July 1, 2019",2019,94,"Two siblings invite friends to their inherited, remote country home, but the fun stops when the group summons a demonic force from an old spellbook.",Horror Movies
+s5733,Movie,Space Cowboys,Clint Eastwood,"Clint Eastwood, Tommy Lee Jones, Donald Sutherland, James Garner, James Cromwell, Marcia Gay Harden, William Devane, Loren Dean, Courtney B. Vance, Rade Serbedzija, Barbara Babcock, Blair Brown",United States,"August 1, 2019",2000,130,A retired engineer agrees to help NASA prevent a Russian satellite from falling to Earth if he and his over-the-hill pals can man the mission.,Action
+s5737,Movie,Spanish Affair 2,Emilio Martínez Lázaro,"Dani Rovira, Clara Lago, Karra Elejalde, Carmen Machi, Belén Cuesta, Berto Romero, Rosa María Sardà, Alfonso Sánchez, Alberto López, Josep Maria Riera",Spain,"November 1, 2016",2015,107,Spanish provincialism is put into the spotlight as a man from the Basque Country embarks on a mission to keep his daughter from marrying a Catalan.,Comedies
+s5739,Movie,Sparkle,Sam O'Steen,"Tony King, Mary Alice, Irene Cara, Dorian Harewood, Paul Lambert, Beatrice Winde, Lonette McKee",United States,"November 1, 2019",1976,98,"In 1950s Harlem, three singing sisters hit the big time and end up losing one another in this musical melodrama inspired by the Supremes.",Dramas
+s5740,Movie,Sparring,Samuel Jouy,"Mathieu Kassovitz, Olivia Merilahti, Souleymane M'Baye, Billie Blain, Malik Bine, Zakariya Gouram, Jolente De Keersmaeker, Lyes Salem, Ali Labidi, David Saracino",France,"September 1, 2018",2017,94,A middle-aged boxer with a mixed record becomes a champion's sparring partner while dreaming of one last chance to end his career with a victory.,Dramas
+s5744,Movie,Special 26,Neeraj Pandey,"Akshay Kumar, Manoj Bajpayee, Anupam Kher, Jimmy Shergill, Kajal Aggarwal, Divya Dutta, Kharaj Mukherjee, Rajesh Sharma, Kishore Kadam, Neeru Bajwa, Deep Raj Rana, Neetu Singh",India,"July 5, 2020",2013,137,"In this fact-based crime drama, a gang of con artists posing as government officials executes a heist in the form of a raid on a prominent jeweler.",Dramas
+s5745,Movie,Special Correspondents,Ricky Gervais,"Eric Bana, Ricky Gervais, Vera Farmiga, Kelly Macdonald, Kevin Pollak, America Ferrera, Raúl Castillo, Benjamin Bratt",Canada,"April 29, 2016",2016,101,"When they lose their passports, a bickering radio team invents phony reports from a combat zone in a ruse that becomes increasingly complicated.",Comedies
+s5746,Movie,Spectral,Nic Mathieu,"James Badge Dale, Emily Mortimer, Bruce Greenwood, Max Martini, Clayne Crawford, Cory Hardrict, Louis Ozawa Changchien, Jimmy Akingbola, Dylan Smith, Philip Bulcock",United States,"December 9, 2016",2016,108,"When an otherworldly force wreaks havoc on a war-torn European city, an engineer teams up with an elite Special Ops unit to stop it.",Action
+s5748,Movie,Speech & Debate,Dan Harris,"Liam James, Sarah Steele, Austin McKenzie, Roger Bart, Janeane Garofalo, Wendi McLendon-Covey, Kal Penn, Kimberly Williams-Paisley, Skylar Astin, Edgar Arreola, Sarah Baker",United States,"July 6, 2017",2017,96,"Fed up with the hypocrisy of the adults around them, three creative high school misfits revive an old debate club as a way to fight back.",Comedies
+s5751,Movie,Spenser Confidential,Peter Berg,"Mark Wahlberg, Winston Duke, Alan Arkin, Bokeem Woodbine, Iliza Shlesinger, Hope Olaide Wilson, Marc Maron",United States,"March 6, 2020",2020,111,"Spenser, an ex-cop and ex-con, teams up with aspiring fighter Hawk to uncover a sinister conspiracy tied to the deaths of two Boston police officers.",Action
+s5752,Movie,SPF-18,Alex Israel,"Carson Meyer, Noah Centineo, Bianca Santos, Jackson White, Sean Russel Herman, Rosanna Arquette, Molly Ringwald, Pamela Anderson, Keanu Reeves, Goldie Hawn",United States,"October 30, 2017",2017,75,The arrival of an enigmatic struggling musician in Malibu shakes the ground beneath the feet of a teenage girl and her surfer boyfriend.,Dramas
+s5754,Movie,Spider-Man 3,Sam Raimi,"Tobey Maguire, Kirsten Dunst, James Franco, Thomas Haden Church, Topher Grace, Bryce Dallas Howard, Rosemary Harris, J.K. Simmons, James Cromwell, Theresa Russell, Dylan Baker, Bill Nunn, Bruce Campbell, Elizabeth Banks",United States,"November 1, 2019",2007,139,The seemingly invincible Spider-Man goes up against an all-new crop of villains in the third installment of the blockbuster adventure series.,Action
+s5755,Movie,Spider-Man: Into the Spider-Verse,"Peter Ramsey, Rodney Rothman, Bob Persichetti","Shameik Moore, Jake Johnson, Hailee Steinfeld, Brian Tyree Henry, Lauren Vélez, Mahershala Ali, Lily Tomlin, Kathryn Hahn, Liev Schreiber, Kimiko Glenn, Nicolas Cage, John Mulaney",United States,"June 26, 2019",2018,117,"After being bitten by a radioactive spider, Brooklyn teen Miles Morales gets a crash course in web-slinging from his alternate-dimension counterparts.",Action
+s5758,Movie,Spirit Riding Free: Ride Along Adventure,"Beth Sleven, Allan Jacobsen, Kevin Wotton","Amber Frank, Bailey Gambertoglio, Sydney Park, Katey Sagal, Rachel Kimsey, Darcy Rose Byrnes, Duncan Joiner, Bella Aboulhosn, Kai Scott",United States,"December 8, 2020",2020,79,Join Lucky and her friends on an interactive mission to save Maricela’s beloved mare from greedy horse thieves who've taken her captive with a wild herd.,Children
+s5763,Movie,Spitfire: The Plane that Saved the World,"David Fairhead, Anthony Palmer",Charles Dance,United Kingdom,"November 1, 2019",2018,95,"In this epic documentary, last-surviving veterans trace the history of a legendary fighter aircraft that dominated the air during the Battle of Britain.",Documentaries
+s5764,Movie,Spivak,"Anthony Abrams, Adam Larson Broder","Michael Bacall, Maggie Lawson, Elden Henson, Robert Kazinsky, Mark Webber, Chloe Wepper",United States,"May 12, 2018",2017,92,Struggling writer Wally Spivak is stuck in a rut – until he meets an engaged couple and starts to see life in a whole new way.,Comedies
+s5766,Movie,Splatter,Joe Dante,"Corey Feldman, Tony Todd, Tara Leigh, Erin Way, Mark Alan, Stuart Pankin",United States,"November 18, 2009",2009,29,"After committing suicide, a washed-up rocker returns from the grave to torment the five people who betrayed him in life.",Horror Movies
+s5767,Movie,Spookley and the Christmas Kittens,Bernie Denk,"Vlasta Vrana, Sonja Ball, Craig Francis, Richard C. Jones, Michael Perron, Terrence Scammell, Bruce Dinsmore, Jennifer Seguin, Daniel Brochu",United States,"November 30, 2020",2019,45,"When a green cat and three stray kittens wind up at Holiday Hill Farm, Spookley the Square Pumpkin and his friends help the felines find their way home.",Children
+s5768,Movie,Spookley the Square Pumpkin,Bernie Denk,"Sonja Ball, Craig Francis, Rick Jones, Michel Perron, Holly Gauthier-Frankel, Norman Groulx, Terrence Scammell, Bruce Dinsmore, Jennifer Seguin",United States,"September 1, 2019",2004,47,"When a storm terrorizes his patch, a pumpkin cast out for his shape must step up to use his smarts to save the day – and to prove himself.",Children
+s5770,Movie,Spotlight,Tom McCarthy,"Mark Ruffalo, Michael Keaton, Rachel McAdams, Liev Schreiber, John Slattery, Brian d'Arcy James, Stanley Tucci, Billy Crudup, Paul Guilfoyle, Jamey Sheridan",United States,"July 22, 2020",2015,129,A team of reporters and editors at the Boston Globe relentlessly investigate a shocking child molestation cover-up by the Catholic Church.,Dramas
+s5771,Movie,Spring Breakers,Harmony Korine,"James Franco, Vanessa Hudgens, Selena Gomez, Ashley Benson, Rachel Korine, Jeff Jarrett, Gucci Mane, Heather Morris, Ash Lendzion, Emma Holzer",United States,"January 10, 2021",2012,94,"Four cash-strapped college women run afoul of the law — and fall in with a shady hustler — as they join the annual rite of bikinis, beer and debauchery.",Comedies
+s5772,Movie,Springsteen on Broadway,Thom Zimny,Bruce Springsteen,United States,"December 16, 2018",2018,153,Bruce Springsteen shares personal stories from his life and acoustic versions of some of his best-known songs in an intimate one-man show.,Music
+s5773,Movie,Sprinter,Storm Saulter,"Dale Elliott, Kadeem Wilson, Dennis Titus, David Alan Grier, Shantol Jackson, Lorraine Toussaint, Bryshere Gray, Quera South, Aiden Moodie",Jamaica,"April 15, 2020",2018,112,"When a Jamaican teen hopes to use track to reunite him with his mother in America, family dysfunction at home threatens to knock his plans off course.",Dramas
+s5774,Movie,Spy Kids,Robert Rodriguez,"Antonio Banderas, Carla Gugino, Alan Cumming, Teri Hatcher, Cheech Marin, Danny Trejo, Robert Patrick, Tony Shalhoub, Alexa PenaVega, Daryl Sabara",United States,"April 1, 2019",2001,88,The tables are turned when pint-sized kids Carmen and Juni must rescue their secret-agent parents from the diabolical clutches of Alexander Minion.,Children
+s5775,Movie,Spy Kids 2: The Island of Lost Dreams,Robert Rodriguez,"Antonio Banderas, Carla Gugino, Alexa PenaVega, Daryl Sabara, Steve Buscemi, Mike Judge, Danny Trejo, Cheech Marin, Matt O'Leary, Emily Osment, Ricardo Montalban, Holland Taylor, Alan Cumming",United States,"March 8, 2019",2002,100,"Spy kids Carmen and Juni Cortez team up with two other pint-size secret agents, Gary and Gerti Giggles, in order to take on an evil scientist.",Children
+s5776,Movie,Spy Kids 3: Game Over,Robert Rodriguez,"Daryl Sabara, Sylvester Stallone, Ricardo Montalban, Alexa PenaVega",United States,"April 1, 2019",2003,83,"Carmen gets caught in a virtual reality game designed by the kids' new nemesis, the Toymaker, and it's up to Juni to save her by beating the game.",Children
+s5777,Movie,Spy Kids: All the Time in the World,Robert Rodriguez,"Jessica Alba, Joel McHale, Rowan Blanchard, Mason Cook, Jeremy Piven, Alexa PenaVega, Daryl Sabara, Ricky Gervais, Danny Trejo",United States,"February 19, 2019",2011,88,Former Spy Kids Carmen and Juni return to help twin siblings Rebecca and Cecil Wilson save the world with their retired secret-agent stepmother.,Children
+s5779,Movie,Spy Time,Javier Ruiz Caldera,"Imanol Arias, Quim Gutiérrez, Alexandra Jiménez, Berto Romero, Carlos Areces, Eduardo Gómez, Dani El Rojo, Emilio Gutiérrez Caba, Rossy de Palma, Sílvia Abril",Spain,"June 1, 2016",2015,93,"When his girlfriend dumps him for being a bore, a working stiff discovers that his father is a secret agent and a dangerous thug is targeting them.",Action
+s5780,Movie,Spyder,A.R. Murugadoss,"Mahesh Babu, Rakul Preet Singh, S.J. Surya, Bharath Srinivasan, Priyadarshi Pullikonda, RJ Balaji",India,"August 28, 2018",2017,140,"When an Intelligence Bureau officer’s phone-tapping day job leads him to a serial killer, he must track down and thwart the murderer’s next steps.",Action
+s5781,Movie,St. Agatha,Darren Lynn Bousman,"Sabrina Kern, Carolyn Hennesy, Courtney Halverson, Shaun Fletcher, Lindsay Seim, Hannah Fierman, Trin Miller, Seth Michaels, Justin Miles",United States,"August 8, 2019",2018,103,"Unwed and pregnant, a young woman flees her abusive home in 1950s Georgia and takes refuge at a mysterious convent with a terrible secret.",Horror Movies
+s5782,Movie,Staged Killer,Christopher Ray,"Chrishell Hartley, Jason Dolley, Darrin Dewitt Henson, Nicole Bilderback, Charlie O'Connell, Chasty Ballesteros, Lyman Chen, Declan Joyce, Frank Rossi, Josh Nuncio",United States,"June 28, 2019",2019,88,"After a popular morning television host bumps into an old acquaintance with a dark past, her professional and personal lives begin to unravel.",Thrillers
+s5784,Movie,Standoff,Adam Alleca,"Thomas Jane, Laurence Fishburne, Joanna Douglas, John Tench, Ted Atherton, Jim Watson, Ella Ballentine",Canada,"December 11, 2018",2015,86,"After witnessing an assassin's slaughter, a young girl holes up in a farmhouse with a suicidal vet, who must use wits and guts to fend off the killer.",Action
+s5791,Movie,Star Wars: Episode VIII: The Last Jedi,Rian Johnson,"Mark Hamill, Carrie Fisher, Adam Driver, Daisy Ridley, John Boyega, Oscar Isaac, Andy Serkis, Lupita Nyong'o, Domhnall Gleeson, Anthony Daniels, Gwendoline Christie, Kelly Marie Tran, Laura Dern, Frank Oz, Benicio Del Toro, Warwick Davis, Noah Segan, Jimmy Vee, Joonas Suotamo, Joseph Gordon-Levitt, Tim Rose, Paul Kasey, Matthew Sharp, Adrian Edmondson, Amanda Lawrence, Justin Theroux",United States,"June 26, 2018",2017,152,"As the remnants of the Resistance flee Kylo Ren and the First Order, Rey seeks out Luke Skywalker – but he wants nothing more to do with the Force.",Action
+s5794,Movie,StarBeam: Halloween Hero,Jon Izen,"Nahanni Mitchell, Dean Petriw, Terry Klassen, Sam Vincent, Rhona Rees, Laara Sadiq",Canada,"October 6, 2020",2020,33,"Greedy Captain Fishbeard is stealing everybody's Halloween treats for himself, but StarBeam and Boost have some tricks up their sleeves to save the day!",Children
+s5795,Movie,Stardust,Matthew Vaughn,"Claire Danes, Michelle Pfeiffer, Robert De Niro, Charlie Cox, Sienna Miller, Ricky Gervais, Jason Flemyng, Rupert Everett, Peter O'Toole, Mark Strong, Kate Magowan, Ian McKellen",United Kingdom,"July 1, 2020",2007,128,"To win his true love's heart, wide-eyed Tristan Thorn journeys to a forbidden realm to retrieve a fallen star that has taken human form.",Action
+s5797,Movie,Starred Up,David Mackenzie,"Jack O'Connell, Ben Mendelsohn, Rupert Friend, Sam Spruell, Anthony Welsh, David Ajala, Peter Ferdinando, Gershwyn Eustache Jnr, Ashley Chin, Raphael Sowole, Gilly Gilchrist, Tommy McDonnell",United Kingdom,"August 29, 2019",2013,106,"A British juvenile offender's violent temper gets him transferred to an adult prison, where he encounters his estranged father.",Dramas
+s5798,Movie,Stars in the Sky: A Hunting Story,Steven Rinella,Steven Rinella,United States,"August 7, 2020",2018,69,"This documentary follows a group of hunters as they grapple with the complexities, controversies, and contradictions of pursuing animals in the wild.",Documentaries
+s5799,Movie,Starsky & Hutch,Todd Phillips,"Ben Stiller, Owen Wilson, Vince Vaughn, Juliette Lewis, Snoop Dogg, Fred Williamson, Jason Bateman, Amy Smart, Carmen Electra, George Cheung",United States,"July 1, 2019",2004,101,New undercover cop partners Starsky and Hutch must overcome their differences to solve an important case with help from street informant Huggy Bear.,Action
+s5801,Movie,Starting Over Again,Olivia M. Lamasan,"Piolo Pascual, Toni Gonzaga, Iza Calzado",Philippines,"March 7, 2019",2014,128,"An architecture student and a history professor fall in love, pursue a dream, split up and bump into each other years later. Can there be a second chance?",Dramas
+s5806,Movie,Steal a Pencil for Me,Michèle Ohayon,"Jack Polak, Ina Soep",United States,"September 15, 2019",2006,94,This moving documentary chronicles the unshakeable romance between a couple who met and fell in love while imprisoned in a Nazi concentration camp.,Documentaries
+s5807,Movie,Stealing History,"Ola Flyum, David Hebditch",Nicolas Hope,United States,"July 1, 2016",2006,52,"Journalists expose how smugglers, dealers, collectors and scholars promote plunder of ancient artifacts from war-torn Iraq, Afghanistan and Pakistan.",Documentaries
+s5809,Movie,Steel Rain,Yang Woo-seok,"Woo-sung Jung, Do-won Kwak, Kap-soo Kim, Woo-jin Jo, Eui-sung Kim, Kyeong-yeong Lee, Won-joong Jung, Hyun-sung Jang",South Korea,"March 14, 2018",2018,140,"Amid a coup, a North Korean agent escapes south with the country's injured leader in an attempt to keep him alive and prevent a Korean war.",Action
+s5810,Movie,Step Brothers,Adam McKay,"Will Ferrell, John C. Reilly, Mary Steenburgen, Richard Jenkins, Adam Scott, Kathryn Hahn, Andrea Savage, Lurie Poston, Elizabeth Yozamp, Logan Manus, Rob Riggle",United States,"November 1, 2019",2008,98,"Brennan and Dale might be grown men, but that doesn't stop a childish sibling rivalry from erupting after Brennan's mom marries Dale's dad.",Comedies
+s5811,Movie,Step Outside,Wael Ihsan,"Kareem Mahmoud Abdel Aziz, Khaled El Sawy, Ahmed Fathy, Malak Koura, Ashraf Abdel Baqi",Egypt,"June 6, 2019",2018,89,"A down-on-his-luck man reads a book, only to have its characters materialize and take over his life.",Comedies
+s5812,Movie,Step Sisters,Charles Stone III,"Megalyn Echikunwoke, Eden Sher, Lyndon Smith, Gage Golightly, Matt McGorry, Marque Richardson, Alessandra Torresani, Naturi Naughton, Nia Jervier, Robert Curtis Brown",United States,"January 19, 2018",2018,108,"With her Harvard Law dreams on the line, a black sorority leader agrees to help a rhythmically challenged sisterhood win a step dance championship.",Comedies
+s5813,Movie,Stephanie,Akiva Goldsman,"Shree Cooks, Frank Grillo, Anna Torv",United States,"September 1, 2018",2017,86,"A menacing, unseen force stalks a young girl living by herself in a suburban house, where she's surrounded by reminders of her once-happy family.",Horror Movies
+s5814,Movie,Stereo,Maximilian Erlenwein,"Jürgen Vogel, Moritz Bleibtreu, Petra Schmidt-Schaller, Georg Friedrich, Rainer Bock, Mark Zak, Helena Schönfelder, Fabian Hinrichs",Germany,"January 15, 2017",2014,91,"Erik's peaceful rural family life is shaken by the arrival of sinister figures who claim to know him and a mysterious ""friend"" who may not even exist.",International Movies
+s5815,Movie,Steve Jobs,Danny Boyle,"Michael Fassbender, Kate Winslet, Seth Rogen, Jeff Daniels, Michael Stuhlbarg, Katherine Waterston, Perla Haney-Jardine, Sarah Snook, John Ortiz, Adam Shapiro",United Kingdom,"January 16, 2020",2015,122,"By keying in on three crucial points in his career, this biopic shows the human foibles and visionary fearlessness of the man who made the Mac.",Dramas
+s5816,Movie,Steve Martin and Martin Short: An Evening You Will Forget for the Rest of Your Life,Marcus Raboy,"Steve Martin, Martin Short",United States,"May 25, 2018",2018,74,"Longtime pals and showbiz icons Steve Martin and Martin Short share countless quips, catchy tunes and hilarious stories about their lives in comedy.",Stand-Up
+s5817,Movie,Sthaniya Sambaad,"Arjun Gourisaria, Moinak Biswas",Suman Mukhopadhyay,India,"March 15, 2018",2010,106,"In post-Partition Kolkata, a young Bengali poet from an urban colony wanders the city in search of the woman he loves and a channel for his sorrows.",Dramas
+s5818,Movie,Still,"Chatchai Katenut, Manussa Vorasingha, Tanwarin Sukkhapisit, Poj Arnon","Mai Charoenpura, Akara Amarttayakul, Supakson Chaimongkol, Kachapa Toncharoen, Wiradit Srimalai, Vasana Chalakorn, Ratchanont Sukpragawp, Arisara Thongborisut",Thailand,"September 14, 2018",2010,100,"A haunted hotel, a body in a water tank, a nightclub fire and a prison death comprise four horror tales taken from Thailand's newspaper headlines.",Horror Movies
+s5821,Movie,Stink!,Jon J. Whelan,Jeffrey Hollender,United States,"November 1, 2018",2015,91,"After noting a strange odor in his child’s pajamas, a single dad’s search for the source uncovers potentially toxic secrets of the chemical industry.",Documentaries
+s5825,Movie,Stonehearst Asylum,Brad Anderson,"Kate Beckinsale, Jim Sturgess, David Thewlis, Brendan Gleeson, Ben Kingsley, Michael Caine, Jason Flemyng, Sophie Kennedy Clark, Sinéad Cusack, Edmund Kingsley",United States,"September 8, 2017",2014,113,"In 1899, a young doctor arrives at an asylum for an apprenticeship and becomes suspicious of his mentor's methods while falling for a female patient.",Horror Movies
+s5829,Movie,Story of an Egg,Raj B. Shetty,"Raj B. Shetty, Usha Bhandary, Shailashree, Prakash Tuminadu, Amrutha Naik, Shreya Anchan, VJ Vineeth, Rahul Amin, Deepak Rai Panaje, Ramdas",India,"October 15, 2017",2017,132,"When an astrologer gives him one year to find a mate or face being alone forever, a professor sets out to find a bride despite serious obstacles.",Comedies
+s5831,Movie,Straight Up,James Sweeney,"James Sweeney, Katie Findlay, Randall Park, Hillary Anne Matthews, James Scully, Betsy Brandt",United States,"June 26, 2020",2020,96,"When a gay brainiac with OCD questions his identity, he enters a romantic relationship with a woman, leaving sex and physical intimacy out of it.",Comedies
+s5832,Movie,Strange but True,Rowan Athale,"Amy Ryan, Nick Robinson, Margaret Qualley, Greg Kinnear, Blythe Danner, Brian Cox, Connor Jessup",Canada,"August 30, 2020",2019,96,A young woman rattles her former boyfriend’s family when she reveals she is pregnant with his child — despite his death five years ago.,Dramas
+s5833,Movie,Strange Voices,Arthur Allan Seidelman,"Nancy McKeon, Valerie Harper, Stephen Macht, Tricia Leigh Fisher, Millie Perkins",United States,"October 1, 2011",1987,96,"When their college-age daughter suddenly begins acting erratically and is diagnosed with schizophrenia, a desperate couple seeks treatment for her.",Dramas
+s5834,Movie,Strange Weather,Katherine Dieckmann,"Holly Hunter, Carrie Coon, Kim Coates, Shane Jacobsen, Andrene Ward-Hammond, Allene Quincy, Glenne Headly",United States,"October 26, 2017",2016,91,"A grieving mother takes a road trip with her friend to confront the man who, she believes, stole her late son's business idea to get rich.",Dramas
+s5836,Movie,Stranger than Fiction,Marc Forster,"Will Ferrell, Maggie Gyllenhaal, Dustin Hoffman, Queen Latifah, Emma Thompson, Kristin Chenoweth, Tony Hale, Tom Hulce, Linda Hunt",United States,"October 1, 2020",2006,113,"As a writer ponders how to kill off her main character, the man begins hearing her voice in his head and realizes that his days are numbered.",Comedies
+s5840,Movie,Stray Bullet,Georges Hachem,"Nadine Labaky, Takla Chamoun, Hend Taher, Badih Abou Chakra, Rodrigue Sleiman, Nazih Youssef, Patricia Nammour, Pauline Haddad, Nasri Sayegh, Joelle Hannah, Inaam Germanos",Lebanon,"June 18, 2020",2010,76,"In 1976 Beirut, after a rendezvous with her old flame, soon-to-wed Noha witnesses a violent incident and changes course on a path to self-realization.",Dramas
+s5841,Movie,Stree,Amar Kaushik,"Rajkummar Rao, Shraddha Kapoor, Pankaj Tripathi, Aparshakti Khurana, Abhishek Banerjee, Atul Srivastava",India,"June 7, 2019",2018,127,"Once a year, men in a small town fear abduction by an eccentric female spirit. A young tailor dismisses the idea of the ghost – until he falls for her.",Comedies
+s5842,Movie,Street Flow,"Leïla Sy, Kery James","Kery James, Jammeh Diangana, Chloé Jouannet, Bakary Diombera",France,"October 13, 2019",2019,96,"Three brothers – a gangster, a scholar and an impressionable teen – learn hard lessons in the gritty suburbs while searching for the means to survive.",Dramas
+s5846,Movie,Stretch Armstrong: The Breakout,Victor Cook,"Scott Menville, Steven Yeun, Ogie Banks, Nazneen Contractor, Kate Mulgrew, Wil Wheaton, Keith David, Jon Heder, Yvette Nicole Brown, Clancy Brown, James Arnold Taylor, Grey Griffin, Miguel Ferrer, Kelly Hu, Walter Koenig, Vanessa Marshall, Will Friedle, Andrew Kishino",United States,"March 13, 2018",2018,104,"Villains are rampaging through Charter City and the Flex Fighters – Jake, Ricardo and Nathan – need your help to halt the chaos.",Children
+s5847,Movie,Strictly Ballroom,Baz Luhrmann,"Paul Mercurio, Tara Morice, Bill Hunter, Pat Thomson, Gia Carides, Peter Whitford, Barry Otto, John Hannan",Australia,"January 1, 2020",1992,95,"Dumped by his partner just before a major dance competition, gifted hoofer Scott Hastings is forced to take a graceless neophyte as his new partner.",Classic Movies
+s5849,Movie,Stripes,Ivan Reitman,"Bill Murray, Harold Ramis, Warren Oates, P.J. Soles, Sean Young, John Candy, John Larroquette, John Voldstad, John Diehl, Lance LeGault, Judge Reinhold",United States,"September 1, 2019",1981,106,"After losing everything, an indolent sad sack impulsively joins the U.S. Army and cajoles his best friend into enlisting, too.",Classic Movies
+s5850,Movie,Striptease,Andrew Bergman,"Demi Moore, Burt Reynolds, Armand Assante, Ving Rhames, Robert Patrick, Paul Guilfoyle, Jerry Grayson, Rumer Willis, Robert Stanton, William Hill",United States,"January 1, 2021",1996,117,A former FBI employee works as a stripper to finance her custody battle for her daughter when a secretly shady congressman takes an interest in her.,Comedies
+s5854,Movie,Stronger Than the World,Afonso Poyart,"José Loreto, Cleo Pires, Milhem Cortaz, Jackson Antunes, Claudia Ohana, Rômulo Arantes Neto, Paloma Bernardi, Thaila Ayala, Rafinha Bastos, Felipe Titto",Brazil,"February 11, 2017",2016,123,"After a tough upbringing, natural-born fighter José Aldo confronts his personal demons in his quest to become an MMA champion in this sports biopic.",Action
+s5858,Movie,Stuart Little,Rob Minkoff,"Michael J. Fox, Jonathan Lipnicki, Geena Davis, Hugh Laurie, Nathan Lane",Germany,"January 1, 2020",1999,85,Mr. and Mrs. Little want to adopt a brother for their only child but get more than they bargained for when they take in a mouse with an attitude.,Children
+s5859,Movie,Stuart Little 2,Rob Minkoff,"Michael J. Fox, Geena Davis, Hugh Laurie, Jonathan Lipnicki, Nathan Lane, Melanie Griffith, James Woods, Steve Zahn",United States,"January 1, 2020",2002,78,"Zany misadventures are in store as lovable city mouse Stuart and his human brother, George, raise the roof in this sequel to the 1999 blockbuster.",Children
+s5862,Movie,Stunt School,Ali Yorgancıoğlu,"Aslı İnandık, Toygan Avanoğlu, Tuna Orhan, Caner Özyurtlu, Melis İşiten, Aslı Turanlı, Ahmet Olgun Sünear, Seda Türkmen, Ayten Uncuoğlu",Turkey,"April 16, 2020",2019,95,An aspiring actress is admitted to a prestigious conservatory but must pay her tuition by working as a performer for an unusual company.,Children
+s5866,Movie,Submission,J.M. Berrios,"Scott Pryor, Darrin Dewitt Henson, Eric Roberts, Kevin Sizemore, Lorynn York, John Gray, Sara McMann, Ovince Saint Preux",United States,"November 11, 2019",2019,95,"After a near-death trip home, a Marine looking to help his comrade survive returns to the underground world of MMA, where new battles await.",Action
+s5867,Movie,Suburra,Stefano Sollima,"Pierfrancesco Favino, Elio Germano, Claudio Amendola, Alessandro Borghi, Greta Scarano, Giulia Gorietti, Jean-Hugues Anglade, Antonello Fassari, Lidia Vitale",Italy,"October 14, 2015",2015,135,A grueling battle over turning a seaside town near Rome into a gambling paradise exposes criminal rivalries and endemic corruption on a grand scale.,Dramas
+s5869,Movie,Suckseed,Chayanop Boonprakob,"Jirayu La-ongmanee, Pachara Chirathivat, Nattasha Nauljam, Thawat Pornrattanaprasert",Thailand,"September 5, 2018",2011,130,"When his boyhood crush Ern returns, Ped forms a band with his friend to impress her. Romantic rivalries bloom after the talented Ern joins the group.",Comedies
+s5870,Movie,Sudani from Nigeria,Zakariya,"Soubin Shahir, Samuel Abiola Robinson, Savithri Sredharan, Aneesh Menon",India,"August 1, 2018",2018,115,"When a soccer club manager brings one of his injured foreign players home to recuperate, they form an unlikely bond despite their cultural differences.",Comedies
+s5872,Movie,Suffragette,Sarah Gavron,"Carey Mulligan, Helena Bonham Carter, Brendan Gleeson, Anne-Marie Duff, Ben Whishaw, Romola Garai, Meryl Streep, Finbar Lynch, Natalie Press, Samuel West, Geoff Bell, Amanda Lawrence, Shelley Longworth",United Kingdom,"November 16, 2019",2015,107,"At the beginning of the 20th century, circumstances drive a young, idealistic suffragette to find radical approaches to fighting male oppression.",Dramas
+s5873,Movie,Sugar High,Ariel Boles,Hunter March,United States,"July 31, 2020",2020,44,"Talented sugar artists compete for $10,000 over two rounds of competition — candy and sugar sculpture — in this ""Sugar Rush"" spinoff special.",Children
+s5876,Movie,Suicide (Hitabdut),Benny Fredman,"Mali Levi, Rotem Keinan, Dror Keren, Igal Naor",Israel,"July 1, 2016",2014,114,"A failed businessman must kill himself to pay off a loan shark or his family will die, but a detective discovers the case turns on a shocking secret.",International Movies
+s5877,Movie,Suite Française,Saul Dibb,"Michelle Williams, Matthias Schoenaerts, Kristin Scott Thomas, Sam Riley, Ruth Wilson, Tom Schilling, Harriet Walter, Alexandra Maria Lara, Margot Robbie, Lambert Wilson",United Kingdom,"June 5, 2017",2014,107,"Waiting for news of her prisoner-of-war husband, a French woman in Nazi-occupied France reluctantly falls for a German officer quartering in her home.",Dramas
+s5879,Movie,Summer Night,Joseph Cross,"Ellar Coltrane, Callan McAuliffe, Ian Nelson, Lana Condor, Analeigh Tipton, Melina Vidler, Bill Milner, Justin Chatwin, Ella Hunt, Elena Kampouris, Victoria Justice, Khris Davis, Hayden Szeto",United States,"March 19, 2020",2019,93,A group of 20-somethings in a small town experience a variety of personal and relationship issues leading up to a gathering at the local watering hole.,Comedies
+s5880,Movie,Summer of '92,Kasper Barfoed,"Ulrich Thomsen, Henning Jensen, Mikkel Boe Følsgaard, Cyron Melville, Esben Smed Jensen, Gustav Dyekjaer Giese, Jon Lange, Allan Hyde, Johannes Lassen, Morten Vang Simonsen",Denmark,"July 10, 2016",2015,94,"When a quirk of fate kicks the Danish national soccer team into the European Championship final, the coach must whip his unprepared squad into shape.",Dramas
+s5882,Movie,Sun Dogs,Jennifer Morrison,"Michael Angarano, Melissa Benoist, Xzibit, Allison Janney, Ed O'Neill, J.R. Ramirez, Eric Christian Olsen, Niko Nicotera, Nicholas Massouh, Alexander Wraith, Fernando Chien, Tom Berninger",Mexico,"April 6, 2018",2017,94,"Rejected by the Marines but eager to serve his country after 9/11, a simple-minded man performs amateur terrorist surveillance with a young runaway.",Comedies
+s5883,Movie,Sunday's Illness,Ramón Salazar,"Bárbara Lennie, Susi Sánchez, Miguel Ángel Solá, Richard Bohringer",Spain,"June 15, 2018",2017,113,"Decades after being abandoned as a young child, Chiara finds her mother and asks her to spend 10 days together in a remote location.",Dramas
+s5885,Movie,SunGanges,Valli Bindana,Naseeruddin Shah,India,"November 15, 2019",2018,74,"A trio of filmmakers treks across India to explore the correlation between vanishing rivers, massive energy projects and renewable energy sources.",Documentaries
+s5887,Movie,Sunrise,Partho Sen-Gupta,"Adil Hussain, Tannishtha Chatterjee, Gulnaaz Ansari, Komal Gupta, Esha Amlani, Ashalata Wabgaonkar, Hridaynath Jadhav, Chinmay Kambli, Nandini Bora, Komal Gawade",India,"March 15, 2017",2014,85,"While investigating a child kidnapping, a Mumbai police inspector is haunted by a shadowy dream figure and memories of his own abducted daughter.",Dramas
+s5889,Movie,Super Bheem Bana Vajraveer,Sumit Das,"Sonal Kaushal, Rupa Bhimani, Julie Tejwani, Sabina Malik, Jigna Bharadhwaj, Rajesh Kawa",India,"June 18, 2019",2018,63,"Hoping to find a magical root, a monster has captured farmers in the land of Vyom. It’s up to Bheem and the gang to foil his plan and save the kingdom!",Children
+s5890,Movie,Super Dark Times,Kevin Phillips,"Owen Campbell, Charlie Tahan, Elizabeth Cappuccino, Max Talisman, Amy Hargreaves, Sawyer Barth, Adea Lennox, Ethan Botwick",United States,"January 1, 2018",2017,104,"A tragic accident drives a wedge between two teenage boys, threatening a friendship that had seemed firm and unshakeable.",Dramas
+s5891,Movie,Super Deluxe,Thiagarajan Kumararaja,"Vijay Sethupathi, Fahadh Faasil, Samantha Ruth Prabhu, Ramya Krishnan, Mysskin, Gayathrie, Ashwanth Ashok Kumar, Bagavathi Perumal",India,"June 29, 2019",2019,176,"Sex, stigma and spirituality merge in these eccentric stories of an angsty teenager, an unfaithful wife and a transgender woman returning to her past.",Comedies
+s5899,Movie,Super Monsters Save Christmas,Steve Ball,"Elyse Maloway, Vincent Tong, Erin Mathews, Andrea Libman, Alessandro Juliani, Nicole Anthony, Diana Kaarina, Ian James Corlett, Britt McKillip, Kathleen Barr, Gigi Saul Guerrero, Brian Drummond",United States,"November 26, 2019",2019,24,"It's Christmas Eve in Pitchfork Pines, and the Super Monsters are joining forces to deck the halls, find Santa's missing reindeer and save the holiday!",Children
+s5903,Movie,Super Monsters: The New Class,Steve Ball,"Elyse Maloway, Vincent Tong, Erin Mathews, Andrea Libman, Alessandro Juliani, Nicole Anthony, Diana Kaarina, Gigi Saul Guerrero, Asia Mattu, Rukiya Bernard, Elicia MacKenzie, Ian James Corlett, Britt McKillip",Canada,"August 1, 2020",2020,25,"A new class of pint-sized preschoolers arrives at Pitchfork Pines, and the Super Monsters take their superpowers to the next level — the Purple Room!",Children
+s5904,Movie,Super Monsters: Vida's First Halloween,"Jacob Joice, Steve Ball","Gigi Saul Guerrero, Elyse Maloway, Vincent Tong, Erin Mathews, Andrea Libman, Alessandro Juliani, Nicole Anthony, Diana Kaarina, Ian James Corlett, Britt McKillip, Kathleen Barr",United States,"October 4, 2019",2019,24,"The Super Monsters share their Halloween traditions with Vida, then get invited to a Día de los Muertos party in the Howlers' backyard.",Children
+s5905,Movie,Super Nani,Indra Kumar,"Rekha, Randhir Kapoor, Sharman Joshi, Anupam Kher, Shweta Kumar, Varsha Usgaonkar, Rajesh Kumar, Shreya Narayan",India,"March 1, 2018",2014,127,"A loving, concerned American grandson travels to Mumbai to rescue his unappreciated grandmother from her drudgery and fulfill her true potential.",Comedies
+s5907,Movie,Superbad,Greg Mottola,"Jonah Hill, Michael Cera, Christopher Mintz-Plasse, Bill Hader, Seth Rogen, Martha MacIsaac, Emma Stone, Aviva Baumann, Joe Lo Truglio, Kevin Corrigan",United States,"January 1, 2021",2007,113,"Hoping to have sex before college, high school seniors Seth and Evan try to score booze for a huge party, leading to a series of wild misadventures.",Comedies
+s5908,Movie,Superfly,Gordon Parks,"Ron O'Neal, Carl Lee, Sheila Frazier, Julius Harris, Charles McGregor, Nate Adams, Polly Niles, Yvonne Delaine",United States,"November 1, 2019",1972,91,"To get away from the thug life, cocaine dealer Youngblood Priest puts together one last deal that will net him enough money to start over.",Action
+s5909,TV Show,Supergirl,Jesse Warn,"Melissa Benoist, Mehcad Brooks, Chyler Leigh, Jeremy Jordan, David Harewood, Calista Flockhart, Emma Tremblay, Adrian Pasdar, Katie McGrath, David St. Louis, Odette Annable, Floriana Lima, Erica Durance",United States,"May 25, 2020",2019,5,"To avert a disaster, Kara Danvers reveals her powers and true identity: She is Superman's cousin, now known as Supergirl, protector of National City.",TV Action
+s5910,Movie,Superlopez,Javier Ruiz Caldera,"Dani Rovira, Alexandra Jiménez, Julián López, Maribel Verdú, Pedro Casablanc, Gracia Olayo, Ferran Rañé, Gonzalo de Castro, Mireia Portas",Spain,"March 24, 2019",2018,108,"In this adaptation of the comic strip, Juan López must balance an office job with heroic feats to save the love of his life and native planet Chitón.",Action
+s5911,Movie,Superman Returns,Bryan Singer,"Brandon Routh, Kate Bosworth, Kevin Spacey, James Marsden, Parker Posey, Frank Langella, Sam Huntington, Eva Marie Saint, Marlon Brando, Kal Penn",United States,"October 1, 2019",2006,154,"When Superman returns to Metropolis, he finds that Lois Lane has moved on to another man and Lex Luthor is developing a new plan to rule the world.",Action
+s5913,TV Show,Supernatural,Phil Sgriccia,"Jared Padalecki, Jensen Ackles, Mark Sheppard, Misha Collins, Jim Beaver, Andrea Menard, Samantha Smith, Mark Pellegrino, Alexander Calvert",United States,"June 5, 2020",2019,15,"Siblings Dean and Sam crisscross the country, investigating paranormal activity and picking fights with demons, ghosts and monsters.",Classic
+s5915,Movie,Superstar,Bruce McCulloch,"Molly Shannon, Will Ferrell, Elaine Hendrix, Harland Williams, Mark McKinney, Glynis Johns, Jason Blicker, Gerry Bamman, Emmy Laybourne, Jennifer Irwin, Tom Green",United States,"November 20, 2019",1999,82,A socially awkward Catholic schoolgirl vows to win a dreamy classmate’s affections by taking first prize at an upcoming talent show.,Comedies
+s5916,Movie,Sur Sapata,Mangesh Kanthale,"Upendra Limaye, Govind Namdeo, Sanjay Jadhav, Anand Ingale, Bharat Ganeshpure, Praveen Tarde, Chinmay Patwardhan, Jivan Karlakar",India,"May 1, 2019",2019,140,A group of small-town students goes for glory by competing in a statewide kabaddi tournament 25 years after their school's championship victory.,Comedies
+s5917,Movie,Sur: The Melody of Life,Tanuja Chandra,"Lucky Ali, Simone Singh, Achint Kaur, Ehsan Khan, Harsh Vasisht, Yashodhan Bal, Gauri Karnik, Divya Dutta",India,"February 15, 2019",2002,137,"A renowned music teacher mentors a promising young singer, but when her fame begins to overshadow his own, he lets jealousy and competition take over.",Dramas
+s5918,Movie,Surat Dari Praha,Angga Dwimas Sasongko,"Tio Pakusadewo, Julie Estelle, Widyawati, Rio Dewanto, Chicco Jerikho, Jajang C. Noer, Shafira Umm",Indonesia,"October 9, 2018",2016,98,"Hoping to fulfill her deceased mother's final wish, a young woman travels to Prague to deliver an old letter to a mysterious man.",Dramas
+s5919,Movie,Surf's Up,"Ash Brannon, Chris Buck","Shia LaBeouf, Jeff Bridges, Zooey Deschanel, Jon Heder, James Woods, Diedrich Bader, Mario Cantone, Kelly Slater, Rob Machado, Sal Masekela",United States,"January 1, 2021",2007,86,This Oscar-nominated animated comedy goes behind the scenes at the Penguin World Surfing Championship to get a close-up look at the inventors of surfing.,Children
+s5920,Movie,Surga Yang Tak Dirindukan,Kuntz Agus,"Fedi Nuril, Laudya Cynthia Bella, Raline Shah, Sandrinna Michelle, Kemal Pahlevi, Tanta Ginting, Zaskia Adya Mecca, Landung Simatupang, Ray Sitoresmi, Vitta Mariana Barrazza",Indonesia,"January 28, 2019",2015,121,"After saving an unwed expectant mother who's injured in a car accident, a happily married man takes her as his second wife – without telling his first.",Dramas
+s5921,Movie,Surga Yang Tak Dirindukan 2,"Hanung Bramantyo, Meisa Felaroze","Fedi Nuril, Raline Shah, Laudya Cynthia Bella, Reza Rahadian, Nora Danish",Indonesia,"January 28, 2019",2017,119,"In this sequel to the award-winning 2015 film, Pras, Arini and Meirose face new challenges that could change the dynamic of their unique love triangle.",Dramas
+s5928,Movie,Survivors Guide to Prison,Matthew Cooke,Susan Sarandon,United States,"May 24, 2018",2017,103,"Former inmates, officers and celebrities critique the U.S. prison system in this documentary packaged as a how-to handbook for the incarcerated.",Documentaries
+s5929,Movie,Susanne Bartsch: On Top,"Anthony Caronna, Alexander Smith",Susanne Bartsch,United States,"December 10, 2018",2017,86,"Beyond her larger-than-life persona, this documentary reveals the woman behind the famed event planner, and her legacy as a cultural icon and activist.",Documentaries
+s5931,Movie,Suzzanna: Buried Alive,"Rocky Soraya, Anggy Umbara","Luna Maya, Herjunot Ali, Teuku Rifnu Wikana, Verdi Solaiman, Alex Abbad",Indonesia,"April 3, 2019",2018,126,"After a pregnant woman is murdered, her spirit seeks revenge against her increasingly terrified killers, who are determined to finish her off for good.",Horror Movies
+s5932,Movie,Svaha: The Sixth Finger,Jang Jae-hyun,"Lee Jung-jae, Park Jung-min, Lee Jae-in, Yoo Ji-tae, Jung Jin-young, Lee Da-wit, Jin Seon-kyu, Ji Seung-hyeon, Min Tanaka",South Korea,"May 30, 2019",2019,123,A minister who researches religious cults turns to his Buddhist monk friend for help investigating a new group with mysterious origins.,International Movies
+s5933,Movie,Swades,Ashutosh Gowariker,"Shah Rukh Khan, Gayatri Joshi, Kishori Balal, Smith Seth, Lekh Tandon, Rajesh Vivek, Daya Shankar Pandey, Farrukh Jaffar",India,"March 1, 2018",2004,185,An Americanized NASA scientist returns to his native India on a business trip and searches for the nanny who helped raise him.,Dramas
+s5934,Movie,Swami,Basu Chatterjee,"Shabana Azmi, Girish Karnad, Vikram, Dheeraj Kumar, Shashikala, Utpal Dutt, Preeti Ganguli, Sudha Shivpuri",India,"December 31, 2019",1977,123,"After she enters into an arranged marriage, a spirited and intellectual young woman tries to adjust to life with a man who was not her choice.",Dramas
+s5936,Movie,Swearnet Live,"Mike Smith, John Paul Tremblay, Robb Wells","Mike Smith, John Paul Tremblay, Robb Wells, John Dunsworth, Pat Roach, Leigh MacInnis, Luke Gordon",Canada,"March 1, 2018",2014,75,"""Trailer Park Boys"" John Paul Tremblay, Robb Wells and Mike Smith host this foulmouthed live kick-off of their Web-based Swearnet network.",Comedies
+s5937,Movie,Swearnet: The Movie,Warren P. Sonoda,"Mike Smith, John Paul Tremblay, Robb Wells, Patrick Roach, Mishael Morgan, Sarah Jurgens, Shannon Leroux, Dana Woods, Howard Jerome, Tom Green",Canada,"September 24, 2017",2014,112,"After losing a TV network deal, the Trailer Park Boys launch their own Internet series, but they soon confront personal and creative differences.",Comedies
+s5938,Movie,Sweeney Todd: The Demon Barber of Fleet Street,Tim Burton,"Johnny Depp, Helena Bonham Carter, Alan Rickman, Timothy Spall, Sacha Baron Cohen, Jamie Campbell Bower, Laura Michelle Kelly, Jayne Wisener, Ed Sanders",United States,"January 1, 2020",2007,116,"After being falsely imprisoned, a vengeful murderer covers his tracks by enlisting the help of a baker whose meat pies become the toast of London.",Dramas
+s5940,Movie,Sweet Virginia,Jamie M. Dagg,"Jon Bernthal, Christopher Abbott, Imogen Poots, Rosemarie DeWitt, Odessa Young, Joseph Lyle Taylor, Jonathan Tucker, Garry Chalk, Jared Abrahamson, Gabrielle Rose",United States,"December 1, 2019",2017,93,"In a remote Alaskan town reeling from a sudden triple murder, a former rodeo champ befriends a lone newcomer with a violent occupation.",Dramas
+s5941,Movie,Sweetheart,J.D. Dillard,"Kiersey Clemons, Emory Cohen, Hanna Mangan Lawrence, Andrew Crawford, Benedict Samuel",United States,"December 25, 2019",2019,83,A woman shipwrecked on a remote island discovers she’s not alone and begins a fight for survival against a deadly presence that emerges each night.,Horror Movies
+s5942,Movie,Swiped,Ann Deborah Fishman,"Kendall Ryan Sanders, Noah Centineo, Nathan Gamble, Kristen Johnston, Leigh-Allyn Baker, Christian Hutcherson, Shelby Wulfert, Steve Daron, Kalani Hilliker, Maddy Curley, George Hamilton",United States,"July 1, 2019",2018,94,"When two college roommates develop a groundbreaking hookup app, casual affairs – and complications – soon run rampant on campus.",Comedies
+s5943,Movie,Swiss Army Man,"Dan Kwan, Daniel Scheinert","Paul Dano, Daniel Radcliffe, Mary Elizabeth Winstead, Antonia Ribero, Timothy Eulich, Richard Gross, Marika Casteel, Andy Hull, Aaron Marshall, Shane Carruth",United States,"January 30, 2019",2016,97,A washed-up corpse with surprising abilities gives a hopeless man stranded in the wilderness someone to talk to – and a newfound reason to live.,Comedies
+s5947,Movie,Sword Master,Derek Yee,"Kenny Lin, Peter Ho, Jiang Mengjie, Jiang Yiyan, Paw Hee Ching",China,"June 10, 2017",2016,108,"Haunted by the past, a master swordsman masks his identity to work anonymously as a janitor in a brothel, setting in motion a violent chain of events.",Action
+s5948,Movie,Sword Masters: Two Champions of Shaolin,Cheh Chang,"Meng Lo, Sheng Chiang, Li Wang, Siu-Ho Chin, Feng Lu, Chien Sun, Hsueh-erh Wen, Tai-Ping Yu",Hong Kong,"August 16, 2018",1980,101,"Shaolin warrior Tung Chien-chen is injured in battle against the hated Wu Tang clan, and nursed back to health by a knife-throwing master. As he recovers, Tung learns this deadly art, and also falls in love with his teacher's daughter.",Action
+s5949,Movie,Swordfish,Dominic Sena,"John Travolta, Hugh Jackman, Halle Berry, Don Cheadle, Sam Shepard, Vinnie Jones, Drea de Matteo, Rudolf Martin, Zach Grenier, Camryn Grimes",United States,"July 1, 2019",2001,99,"Determined to get his mitts on $9 billion in a secret DEA account so he can fight terrorism, a rogue agent recruits an encryption expert to hack in.",Action
+s5951,Movie,Sylvia,Daniel Oriahi,"Chris Attoh, Zainab Balogun, Ini Dima-Okojie, Udoka Onyeka, Lord Frank, Bolaji Ogunmola, Ijeoma Grace Agu, Omotunde Adebowale David",Nigeria,"July 15, 2020",2018,104,"When a man outgrows a childhood friendship and commits to marrying his girlfriend, obsession and spiritual warfare soon disrupt his peaceful life.",Dramas
+s5953,Movie,System Crasher,Nora Fingscheidt,"Helena Zengel, Albrecht Schuch, Gabriela Maria Schmeide, Lisa Hagmeister, Melanie Straub, Victoria Trauttmansdorff, Maryam Zaree, Tedros Teclebrhan",Germany,"February 21, 2020",2020,120,"Traumatized, violent and yearning for love, 9-year-old Benni bonds with a gruff mentor as child-services workers struggle to find her a home.",Dramas
+s5954,Movie,Taal,Subhash Ghai,"Anil Kapoor, Aishwarya Rai Bachchan, Akshaye Khanna, Amrish Puri, Alok Nath, Mita Vasisht, Saurabh Shukla, Supriya Karnik",India,"March 1, 2018",1999,177,"Businessman Manav falls for aspiring singer Mansi, but their romance faces an uphill climb when Manav must depart and Mansi's suave manager moves in.",Dramas
+s5955,Movie,Taare Zameen Par,Aamir Khan,"Aamir Khan, Darsheel Safary, Tanay Chheda, Tisca Chopra, Vipin Sharma, Girija Oak, M.K. Raina",India,"January 10, 2021",2007,162,"When daydreamer Ishaan is sent to boarding school, an unconventional art teacher tries to help the imaginative student discover his true identity.",Dramas
+s5958,Movie,Tahaan,Santosh Sivan,"Purav Bhandare, Anupam Kher, Rahul Bose, Victor Banerjee, Ankush Dubey, Rasika Dugal, Rahul Khanna, Sana Shaikh, Dheirya Sonecha, Fatima Sana Shaikh, Sarika",India,"July 15, 2018",2008,95,"After his family's donkey is confiscated by a moneylender, 8-year-old Tahaan travels across conflict-torn Kashmir to find his beloved pet.",Dramas
+s5960,Movie,Take Me,Pat Healy,"Taylor Schilling, Pat Healy, Alycia Delmore, Jim O'Heir, Brooke Dillman, Mark Kelly, Toby Huss, Alejandro Patiño",United States,"July 7, 2017",2017,84,"With his simulated kidnapping business flagging, an entrepreneur jumps at a weekend abduction opportunity – only to find the job isn't what it seems.",Comedies
+s5961,Movie,Take Me Home Tonight,Michael Dowse,"Topher Grace, Anna Faris, Dan Fogler, Teresa Palmer, Chris Pratt, Michael Biehn, Jeanie Hackett, Lucy Punch, Michelle Trachtenberg, Demetri Martin",United States,"May 16, 2019",2011,97,"Set in the financial boom of the late 1980s, this tale centers on a recent college grad trying to figure out what to do with his life.",Comedies
+s5962,TV Show,Take My Brother Away,Han Qing,"Sun Qian, Joseph Zeng, Lv Xiao Yu, Hu Yong Tao, Wang Xu Dong, Ma Bai Quan",China,"August 24, 2018",2018,1,"Bickering siblings Shi Miao and Shi Fen tackle friendship matters, school drama and the pitfalls of growing up with little parental supervision.",International TV
+s5963,Movie,Take the 10,Chester Tam,"Josh Peck, Tony Revolori, Kevin Corrigan, Chester Tam, Andy Samberg, Stella Maeve, Jordan Rock, Carlos Alazraqui, Fred Armisen",United States,"January 20, 2017",2017,80,Two buddies working dead-end cashier jobs endure a mind-blowing series of events on their quest to get to the hip-hop show of their lives.,Comedies
+s5964,Movie,"Take the Ball, Pass the Ball",Duncan McMath,"Thierry Henry, Michael Carnick, Javier Mascherano, Fabio Capello, Jordi Cruyff, Andrés Iniesta, Xavi Hernández, Lionel Messi, Victor Valdes, Leo Messi",Spain,"September 1, 2020",2018,109,"Through firsthand accounts and analysis, this football documentary details the dominance of FC Barcelona from 2008-2012 under manager Pep Guardiola.",Documentaries
+s5967,Movie,Takers,John Luessenhop,"Matt Dillon, Paul Walker, Chris Brown, Idris Elba, Jay Hernandez, Hayden Christensen, Michael Ealy, T.I., Marianne Jean-Baptiste, Zoe Saldana, Steve Harris, Johnathon Schaech",United States,"November 3, 2019",2010,107,A motley crew of bank robbers plans their next heist after a former colleague convinces them to target an armored car carrying $20 million.,Action
+s5969,Movie,Talaash,Reema Kagti,"Aamir Khan, Rani Mukerji, Kareena Kapoor, Nawazuddin Siddiqui, Shernaz Patel, Sheeba Chaddha",India,"December 15, 2019",2012,140,"Set in the jumbled landscape of Mumbai, this mystery drama centers on a police inspector who's trying to cope with the collapse of his marriage.",Dramas
+s5970,Movie,Talentime,Yasmin Ahmad,"Mahesh Jugal Kishor, Pamela Chong Ven Teen, Mohd Syafie Naswip, Jaclyn Victor, Harith Iskander, Mislina Mustaffa, Sukania Venugopal",Malaysia,"December 18, 2020",2009,120,The stakes are high — on stage and off — when a group of talented young musicians face off for an inter-school talent competition.,Dramas
+s5972,Movie,Tales From the Hood 2,"Rusty Cundieff, Darin Scott","Keith David, Bryan Batt, Alexandria Deberry, Bill Martin Williams, Martin Bats Bradford, Kendrick Cross, Jasmine Akakpo, Kedrick Brown",United States,"October 10, 2018",2018,110,Buckle up for an anthology of socially conscious horror stories that focus on the perils of racial injustice and the price of ignorance.,Cult Movies
+s5976,Movie,Tall Girl,Nzingha Stewart,"Ava Michelle, Griffin Gluck, Sabrina Carpenter, Paris Berelc, Luke Eisner, Clara Wilsey, Anjelika Washington, Rico Paris, Angela Kinsey, Steve Zahn",United States,"September 13, 2019",2019,103,"After years of slouching through life, 6-foot-1 teen Jodi resolves to conquer her insecurities and gets caught up in a high school love triangle.",Children
+s5977,Movie,Tallulah,Sian Heder,"Ellen Page, Allison Janney, Tammy Blanchard, Evan Jonigkeit, Uzo Aduba, John Benjamin Hickey, David Zayas, Zachary Quinto, Fredric Lehne",United States,"July 29, 2016",2016,112,"While searching for her ex-boyfriend, a young drifter impulsively kidnaps a baby from a neglectful mother and pretends the child is her own.",Dramas
+s5978,Movie,Tamanchey,Navneet Behal,"Nikhil Dwivedi, Richa Chadha, Damandeep Singh Baggan, Vijay Pande, Talib Mehdi, Tushar Phulke, Mahesh Gupta, Prasad Labhe",India,"October 15, 2017",2014,111,A man and a woman on the run from the law are drawn to each other through the common bond of their mutual dependency.,Action
+s5979,Movie,Tamasha,Imtiaz Ali,"Ranbir Kapoor, Deepika Padukone, Piyush Mishra, Javed Sheikh, Nikhil Bhagat, Faraaz Servaia",India,"August 2, 2018",2015,133,"Meeting while on vacation, Ved and Tara sense a connection but vow to keep their real identities a secret. Years later, their paths cross again.",Dramas
+s5983,Movie,Tanu Weds Manu,Aanand Rai,"Madhavan, Kangana Ranaut, Jimmy Shergill, Deepak Dobriyal, Swara Bhaskar, Eijaz Khan, K.K. Raina, Rajendra Gupta, Ravi Kishan, Navni Parihar",India,"July 5, 2020",2011,114,"When London-based doctor Manu reluctantly returns to India to find a bride, he meets the girl of his dreams – only to discover she loves another man.",Comedies
+s5984,Movie,Taramani,Ram,"Andrea Jeremiah, Anjali, Vasanth Ravi, Adrian Knight Jesly, Azhagamperumal, Lizzie Antony, Nivas Adithan, Abhishek D Shah",India,"January 1, 2019",2017,148,"A traditional man and an independent woman share a connection, but they must learn to navigate their vastly different experiences and expectations.",Dramas
+s5985,Movie,Tarek's Situation,Wael Ehsan,"Ahmed Helmy, Nour, Majdi Kamel, Khaled El Sawy, Mais Hamdan, Moataza Abdel Sabour, Youssef Dawood, Youssef Fawzy, Mohamed Sharaf, Osama Munir",Egypt,"May 19, 2020",2006,110,"Asked by his boss to share a woman's personal information, a mobile phone sales rep falls in love with the target whose data he's stealing.",Comedies
+s5986,Movie,Target,Raditya Dika,"Raditya Dika, Cinta Laura Kiehl, Samuel Rizal, Willy Dozan, Abdur Arsyad, Hifdzi Khoir, Romy Rafael, Ria Ricis, Anggika Bolsterli",Indonesia,"November 20, 2018",2018,91,"Trapped in an empty building, nine people are forced to play a lethal game. All their movements will be recorded, and only one player can survive.",Comedies
+s5987,Movie,Tarif de nuit,Julien Seri,"Jonathan Howard, Jonathan Demurger, Fanny Valette, Jess Liaudin",France,"March 1, 2018",2015,81,"A night out in Paris quickly unravels when two friends provoke the wrong taxi driver, who's after something bigger than cab fare.",International Movies
+s5988,Movie,Tarung Sarung,Archie Hekagery,"Panji Zoni, Yayan Ruhian, Maizura, Cemal Farukh, Imelda Therinne, Surya Saputra, Jarot Superdj, Doyok Superdj, Hajra Romessa, Annette Edoarda",Indonesia,"December 31, 2020",2020,116,"Wealthy and spoiled, a young man finds something to fight for when he falls in love with an environmental activist protesting his family's business.",Action
+s5989,Movie,Tarzan,"Chris Buck, Kevin Lima","Tony Goldwyn, Minnie Driver, Glenn Close, Brian Blessed, Nigel Hawthorne, Rosie O'Donnell, Lance Henriksen, Wayne Knight, Alex D. Linz",United States,"June 23, 2018",1999,89,"After being shipwrecked off the African coast, a lone child grows up in the wild, and is destined to become lord of the jungle.",Children
+s5990,Movie,Tarzan 2,Brian Smith,"Harrison Chad, George Carlin, Brad Garrett, Ron Perlman, Estelle Harris, Glenn Close, Lance Henriksen, Brenda Grate, Harrison Fahn",United States,"June 23, 2017",2005,72,How did the King of the Jungle ascend to the throne? Find out in this charming prequel to the hit animated movie that catches Tarzan as a young child.,Children
+s5991,Movie,Tattah,Sameh Abdulaziz,"Mohamed Saad, Dolly Shahin, Marwa, Hayatem, Sayed Rajab, Omar Mustafa Metwally, Samy Maghawry, Nabil Issa, Ragaa Al-Geddawy, Samir Ghanem",Egypt,"May 9, 2019",2013,112,A down-on-his-luck man must prove he's not as hapless as he seems when the woman he's on a date with is suddenly kidnapped.,Comedies
+s5992,Movie,Tatu,Don Omope,"Rahama Sadau, Sambasa Nzeribe, Segun Arinze, Gabriel Afolayan, Desmond Elliot, Funlola Aofiyebi, Toyin Aimakhu, Stephen Demian, Afeez Oyetoro, Oludara Egerton Shyngle",Nigeria,"October 18, 2019",2017,101,"Doubting her future as a nun, a woman attempts to have a child, triggering a mystic tribal prophecy that could force her to make a godly sacrifice.",Action
+s5993,Movie,TAU,Federico D'Alessandro,"Maika Monroe, Ed Skrein, Gary Oldman",United States,"June 29, 2018",2018,98,"Kidnapped by an inventor who uses her as a test subject to perfect his robotic AI, a street-smart young woman tries to escape her high-tech prison.",Sci-Fi
+s5994,Movie,Taxi Ballad,Daniel Joseph,"Talal El-Jordi, Karina Logue, Badih Abou Chakra, Tariq Tamim, Omar Mikati, Hiam Abou Chedid, Mahmoud Mabsout, Aida Sabra",Lebanon,"October 19, 2020",2012,81,A taxi driver new to Beirut forms an unlikely bond with a bored American Pilates instructor who loves hearing him tell stories about his past.,Dramas
+s5995,Movie,Taxi Driver,Martin Scorsese,"Robert De Niro, Jodie Foster, Cybill Shepherd, Peter Boyle, Albert Brooks, Leonard Harris, Harvey Keitel, Murray Moston, Richard Higgs, Victor Argo",United States,"April 1, 2020",1976,114,"Enraged by New York's moral rot and urban decay, an unhinged cab driver goes mad, plotting an assassination and saving a teen sex worker.",Classic Movies
+s5998,Movie,Taylor Tomlinson: Quarter-Life Crisis,Marcus Raboy,Taylor Tomlinson,United States,"March 3, 2020",2020,61,"She's halfway through her 20s — and she's over it. Too old to party, too young to settle down, comedian Taylor Tomlinson takes aim at her life choices.",Stand-Up
+s6000,Movie,Tayo the Little Bus Movie: Mission Ace,Ryu Jung-woo,"Moon Nam-sook, Jeong Hye-ok, Choe Hana, Gim Yeong-seon",United States,"July 1, 2019",2016,48,"After he loses his favorite racing car, Duri ventures to a mysterious, magical land filled with toys that have been thrown away.",Children
+s6001,Movie,TE3N,Ribhu Dasgupta,"Amitabh Bachchan, Nawazuddin Siddiqui, Vidya Balan, Mukesh Chhabra, Sabyasachi Chakraborty, Prakash Belawadi, Tota Roy Chowdhury, Padmavati Rao, Suneel Sinha",India,"November 19, 2020",2016,128,"Still desperate to find his granddaughter nearly a decade after her kidnapping, a devoted grandfather chases a dangerous new lead.",Dramas
+s6005,Movie,Tears of the Sun,Antoine Fuqua,"Bruce Willis, Monica Bellucci, Cole Hauser, Eamonn Walker, Johnny Messner, Nick Chinlund, Charles Ingram, Paul Francis, Chad Smith, Tom Skerritt, Malick Bowens, Awaovieyi Agie",United States,"January 1, 2019",2003,121,"A Navy SEAL is sent to a war-torn African jungle to rescue a doctor, only to realize he must also save the refugees in the physician's care.",Action
+s6007,Movie,Tee Shot: Ariya Jutanugarn,Tanawat Aiemjinda,"Krissiri Sukhsvasti, Atchareeya Potipipittanakorn, Thaneth Warakulnukroh, Hattaya Wongkrachang, Somlek Sakdikul, Marinda Halpin, Gulsara Panyam, Kongkid Visessiri",Thailand,"December 1, 2019",2019,103,"This biopic follows pro golfer Ariya Jutanugarn's journey to the LPGA tour, from child prodigy to her number-one ranking in the world.",Children
+s6008,Movie,Teefa in Trouble,Ahsan Rahim,"Ali Zafar, Maya Ali, Javed Sheikh, Mehmood Aslam, Faisal Qureshi, Nayyar Ejaz, Asma Abbas, Marhoom Ahmad Bilal, Simi Raheal, Salman Bokhari",Pakistan,"December 2, 2018",2018,155,"A gangster hires goon Teefa to abduct his friend’s daughter for an arranged marriage, but things get tricky when Teefa develops feelings for the girl.",Action
+s6009,Movie,Teen Aur Aadha,Dar Gai,"Zoya Hussain, Suhasini Mulay, Jim Sarbh, Aarya Dave, Anjum Rajabali, M.K. Raina",India,"April 29, 2019",2018,119,"At a 50-year-old house that served as a school, a brothel, and now a home, tales unfold of the residents who have lived there, longing for an escape.",Dramas
+s6011,Movie,Teen Patti,Leena Yadav,"Amitabh Bachchan, Madhavan, Ben Kingsley, Shraddha Kapoor, Siddharth Kher, Dhruv Ganesh, Vaibhav Talwar",India,"March 1, 2018",2010,137,"Luck brings together math expert Perci Trachtenberg and obscure genius Venkat Subramaniam in a casino, but the foundations of probability may be utterly altered when their chat leads Subramaniam to try a new theory in the gambling dens of Mumbai.",Dramas
+s6013,Movie,Teenage Cocktail,John Carchietta,"Nichole Bloom, Fabianne Therese, Michelle Borth, Pat Healy, AJ Bowen, Joshua Leonard",United States,"January 15, 2017",2016,89,"Two teen girls form an intense bond and launch a lucrative webcam business, leading them to a dangerous encounter with a middle-aged married man.",Dramas
+s6014,Movie,Teenage Mutant Ninja Turtles,Kevin Munroe,"Chris Evans, Sarah Michelle Gellar, Mako Iwamatsu, Kevin Smith, Patrick Stewart, Zhang Ziyi, Laurence Fishburne, Mitchell Whitfield, James Arnold Taylor, Mikey Kelley, Nolan North",Hong Kong,"May 1, 2019",2007,87,"In this animated adventure, Master Splinter whips the four Ninja Turtles back into shape to defeat monsters running amok in New York.",Children
+s6015,Movie,Teenage Mutant Ninja Turtles II: The Secret of the Ooze,Michael Pressman,"Paige Turco, David Warner, Mark Caso, Michelan Sisti, Leif Tilden, Kenn Scott, Kevin Clash, Ernie Reyes Jr., François Chau, Kevin Nash",United States,"January 1, 2020",1991,88,"The evil Shredder decides that ooze is what gives the ninja turtles their power, so he obtains some of the toxic junk and creates dangerous mutants.",Children
+s6017,Movie,Tees Maar Khan,Farah Khan,"Katrina Kaif, Akshay Kumar, Akshaye Khanna, Arya Babbar, Rajiv Lakshman, Raghu Ram, Vijay Maurya, Dharampal, Ali Asghar, Murli Sharma",India,"August 2, 2018",2010,125,A flamboyant con artist and his band of gleeful robbers gamble with fate when smugglers hire them to swipe antiques from a speeding train.,Comedies
+s6020,Movie,Temple,Michael Barrett,"Logan Huffman, Natalia Warner, Brandon Sklenar, Naoto Takenaka, Asahi Uchida, Mei Kurokawa, Hisashi Miyazawa, Miho Tamaki, Seiki Chiba, Yoshimi Tachi",Japan,"December 2, 2017",2017,78,Three unsuspecting American tourists visit a mysterious mountain shrine in Japan despite uncanny warnings from local inhabitants to stay away.,Horror Movies
+s6021,Movie,Temporada de Caza,Natalia Garagiola,"Germán Palacios, Lautaro Bettoni, Boy Olmi, Rita Pauls, Pilar Benitez Vibart, Diana Szeinblum",Argentina,"July 15, 2018",2017,108,Animosity gives way to love and forgiveness when an angry teenager reunites with his estranged biological father in the wilds of Patagonia.,Dramas
+s6022,Movie,Ten Years,"Jevons Au, Zune Kwok, Chow Kwun-wai, Ng Ka-Leung, Wong Fei-Pang","Wong Jing, Lau Ho-Chi, Leung Kin-Ping",Hong Kong,"February 12, 2019",2015,102,"Five shorts reveal a fictional Hong Kong in 2025, depicting a dystopian city where residents and activists face crackdowns under iron-fisted rule.",Dramas
+s6023,Movie,Tere Naal Love Ho Gaya,Mandeep Kumar,"Riteish Deshmukh, Genelia D'Souza, Tinnu Anand, Om Puri, Smita Jaykar, Chitrashi Rawat, Navin Prabhakar, Kartar Cheema",India,"August 2, 2018",2012,127,"Mini isn't eager to wed the rich suitor who's been chosen for her, so she stages her own kidnapping and runs off with a man who works for her father.",Comedies
+s6025,Movie,Term Life,Peter Billingsley,"Vince Vaughn, Hailee Steinfeld, Jonathan Banks, Bill Paxton, Mike Epps, Jordi Mollà, William Levy, Jon Favreau, Taraji P. Henson, Shea Whigham, Cain Velasquez",United States,"February 16, 2020",2016,93,"After a botched job, a heist mastermind must run from gangsters and stay alive long enough for his daughter to benefit from his life insurance policy.",Dramas
+s6026,Movie,Terminator 3: Rise of the Machines,Jonathan Mostow,"Arnold Schwarzenegger, Nick Stahl, Claire Danes, Kristanna Loken, David Andrews, Mark Famiglietti, Earl Boen, Moira Sinise, Chopper Bernet, Christopher Lawford",United States,"January 1, 2020",2003,109,"Ten years after John Connor saved Earth from Judgment Day, he encounters T-X, a robotic assassin ordered to finish what T-1000 started.",Action
+s6027,Movie,Terminator Salvation,McG,"Christian Bale, Sam Worthington, Moon Bloodgood, Helena Bonham Carter, Anton Yelchin, Jadagrace, Bryce Dallas Howard, Common, Jane Alexander, Michael Ironside",United States,"January 1, 2020",2009,115,"All grown up in post-apocalyptic 2018, John Connor must lead the resistance of humans against increasingly dominating militaristic robots.",Action
+s6028,Movie,Terra,"Yann Arthus-Bertrand, Michael Pitiot",Vanessa Paradis,France,"May 1, 2016",2015,98,This visually arresting documentary essay reflects on our relationship to other living creatures as humanity becomes more isolated from nature.,Documentaries
+s6033,Movie,Terrifier,Damien Leone,"Jenna Kanell, Samantha Scaffidi, David Howard Thornton, Catherine Corcoran, Pooya Mohseni, Matt McAllister, Katie Maguire, Gino Cafarelli, Cory DuVal, Michael Leavy",United States,"September 1, 2018",2017,84,"On Halloween night, inside a dilapidated apartment building, Art the Clown stalks his victims, slicing and slaughtering in terrifying silence.",Horror Movies
+s6035,Movie,Teshan,Sukhbir Singh,"Happy Raikoti, Diljott, Prince Kanwaljit Singh, Karamjit Anmol, Harinder Bhullar, Virast Sandhu, Anita Devgan, Simran Sehajpal",India,"October 15, 2017",2016,133,New beginnings appear to be on the horizon after a simple country boy forms a bond with a sophisticated urban girl with modern ideas.,Comedies
+s6036,Movie,Tezz,Priyadarshan,"Anil Kapoor, Ajay Devgn, Boman Irani, Kangna Ranaut, Zayed Khan, Mallika Sherawat, Avika Gor, Dominic Power, Sameera Reddy, Mohanlal",United Kingdom,"December 1, 2017",2012,121,This high-octane thriller tells the story of a man on a mission to reclaim what was taken from him and the agent who's determined to stop him.,Action
+s6037,TV Show,Th Eena Meena Deeka Chase Comedy Show,Dheeraj Berry,"Sanjay Keni, Priya Raina",India,"March 31, 2018",2015,1,"A hungry fox and three resourceful, surprisingly formidable birds turn the animal kingdom on its head in this lively animated series.",Kids
+s6038,Movie,Thaandavam,Vijay,"Vikram, Jagapathi Babu, Anushka Shetty, Amy Jackson, Lakshmi Rai, Santhanam, Nasser, Saranya Ponvannan",India,"October 1, 2018",2012,156,"In London, a mysterious blind man named Kenny appears to be an assassin who uses echolocation to kill, but there is more to Kenny than meets the eye.",Action
+s6040,Movie,Thackeray (Hindi),Abhijit Panse,"Nawazuddin Siddiqui, Amrita Rao, Rajeev Panday, Sanjay Narvekar, Rajesh Khera, Prakash Belawadi, Avantika Akerkar",India,"June 26, 2020",2019,135,"From controversial cartoonist to powerful Mumbai politician, this biopic maps the meteoric rise of far-right Shiv Sena party founder, Bal Thackeray.",Dramas
+s6042,Movie,Thambi,Jeethu Joseph,"Jyothika, Sathyaraj, Karthi, Showkar Janaki, Nikhila Vimal, Havarasu, Anson Paul",India,"February 3, 2020",2019,148,"As a tip leads a local politician to his long-estranged son, his daughter has doubts about whether the young man is truly family or just an impostor.",International Movies
+s6043,Movie,Thank You,Anees Bazmee,"Akshay Kumar, Bobby Deol, Sonam Kapoor, Irrfan Khan, Sunil Shetty, Rimi Sen, Celina Jaitly",India,"August 2, 2018",2011,131,Three cheating husbands end up paying the price for their infidelities when their spouses hire a private detective – who falls for one of the wives.,Comedies
+s6045,Movie,That Thing Called Tadhana,Antoinette Jadaone,"Angelica Panganiban, JM de Guzman",Philippines,"March 7, 2019",2015,91,"A devastating breakup with her boyfriend may be the start of a new beginning for Mace, thanks to an adventurous and kind stranger named Anthony.",Dramas
+s6049,Movie,The 101-Year-Old Man Who Skipped Out on the Bill and Disappeared,"Felix Herngren, Måns Herngren","Robert Gustafsson, Jens Hultén, Caroline Boulton, Colin McFarlane, Cory Peterson, Jay Simpson, David Schaal",Sweden,"April 25, 2017",2016,108,"In need of money, an eccentric ex-spy and his younger octogenarian partner embark on an international quest for a valuable Soviet soda formula.",Comedies
+s6050,Movie,The 12th Man,Harald Zwart,"Thomas Gullestad, Jonathan Rhys Meyers, Marie Blokhus, Mads Sjøgård Pettersen, Vegar Hoel, Håkon T. Nielsen, Eirik Risholm Velle, Daniel Frikstad, Eric Dirnes, Alexander Zwart",Norway,"October 31, 2020",2018,130,"Based on true events, this story follows a Norwegian saboteur’s harrowing struggle to reach safety after escaping a Nazi attack during World War II.",Action
+s6053,Movie,The 2nd,Brian Skiba,"Ryan Phillippe, Casper Van Dien, Jack Griffo, Lexi Simonsen, Richard Burgi, William Katt, Samaire Armstrong, William McNamara, Jacob Grodnik",United States,"November 30, 2020",2020,93,"A Secret Service agent is drawn into a terrorist plot when his son's classmate, the daughter of a Supreme Court Justice, is targeted for kidnapping.",Action
+s6054,Movie,The 3rd Eye,Rocky Soraya,"Jessica Mila, Denny Sumargo, Citra Prima, Bianca Hello, Epy Kusnandar, Anita Hara, Derry Drajat, Voke Victoria, Shofia Shireen, Afdhal Yusman",Indonesia,"September 28, 2018",2018,108,"When her little sister claims she sees the dead, Alia consults a psychic, who opens her own eyes to the vengeful ghosts haunting their childhood home.",Horror Movies
+s6055,Movie,The 3rd Eye 2,Rocky Soraya,"Jessica Mila, Bianca Hello, Nabilah Ayu, Sophia Latjuba, Jeremy Thomas",Indonesia,"June 13, 2019",2019,117,"Working in an orphanage, Alia meets teen Nadia, who says she hears a strange voice in the walls. When they try to find the source, things go very wrong.",Horror Movies
+s6058,Movie,The 4th Company,"Mitzi Vanessa Arreola, Amir Galvan Cervera","Adrian Ladron, Andoni Gracia, Hernán Mendoza, Gabino Rodríguez, Darío T. Pie, Manuel Ojeda",Mexico,"April 6, 2018",2016,117,"In a violent prison in 1970s Mexico, a young inmate lands a spot on a football team that doubles as an enforcer squad for a corrupt administration.",Action
+s6059,Movie,The 9th Precinct,Ding-Lin Wang,"Roy Chiu, Chia-Chia Peng, Wen Chen-ling, Eugenie Liu, Yeo Yann Yann",Taiwan,"December 13, 2019",2019,95,An idealistic cop joins an underground police unit and battles ghoulish forces threatening the balance between the human and the supernatural realms.,International Movies
+s6061,Movie,The Accidental Spy,Roger Russell,"Ramsey Nouah, Christine Allado, Ayo Makun, Emmanuel Edunjobi, Thenjiwe Moseley, Miguel A. Núñez Jr., Bucci Franklin",Nigeria,"November 29, 2019",2017,104,"Nursing a broken heart, an IT specialist moves to London to audition for a reality TV show that unexpectedly turns into a real-life cartel drama.",Action
+s6063,Movie,The Adderall Diaries,Pamela Romanowsky,"James Franco, Ed Harris, Amber Heard, Jim Parrack, Timothée Chalamet, Wilmer Valderrama, Cynthia Nixon, Christian Slater, Michael Cristofer, Danny Flaherty, Adam LeFevre",United States,"July 15, 2018",2015,87,Author Stephen Elliott has a problem separating his own life from incidents in the life of a convicted murderer about whom he's writing a book.,Dramas
+s6065,Movie,The Adventure Club,Geoff Anderson,"Sam Ashe Arnold, Jakob Davies, Dalila Bela, Robin Dunne, Gabrielle Miller, Billy Zane, Josh McDonald, Lorne Cardinal, Kim Coates, Glenn Paradis",Canada,"May 10, 2017",2016,88,"After finding a peculiar key, three smart and adventurous kids launch a quest to uncover the whereabouts of a coveted archaeological treasure.",Children
+s6068,Movie,The Adventures of Sharkboy and Lavagirl,Robert Rodriguez,"Taylor Lautner, Taylor Dooley, Cayden Boyd, George Lopez, David Arquette, Kristin Davis, Jacob Davich, Sasha Pieterse, Rico Torres",United States,"December 2, 2020",2005,93,A 10-year-old dreamer's imaginary friends – mighty Sharkboy and fire-producing Lavagirl – come to life to seek his help battling a nefarious baddie.,Children
+s6070,Movie,The Adventures of Tintin,Steven Spielberg,"Jamie Bell, Andy Serkis, Daniel Craig, Nick Frost, Simon Pegg, Daniel Mays, Gad Elmaleh, Toby Jones, Joe Starr",United States,"November 20, 2019",2011,107,"This 3-D motion capture adapts Georges Remi's classic comic strip about the adventures of fearless young journalist Tintin and his trusty dog, Snowy.",Children
+s6071,Movie,The Aerial,Esteban Sapir,"Rafael Ferro, Sol Moreno, Jonathan Sandor, Alejandro Urdapilleta, Julieta Cardinali, Florencia Raggi, Valeria Bertuccelli, Raúl Hochman, Ricardo Merkin, Carlos Piñeyro",Argentina,"April 1, 2018",2007,99,"In the City Without a Voice, only faceless singer the Voice can still vocalize. Everyone else has lost the power of speech as they let Mr. TV's broadcasts speak for them. But when Mr. TV kidnaps the Voice, things change.",Dramas
+s6072,Movie,The African Doctor,Julien Rambaldi,"Marc Zinga, Aïssa Maïga, Bayron Lebli, Médina Diarra, Rufus, Jonathan Lambert, Jean-Benoît Ugeux",France,"October 28, 2016",2016,94,"Happily escaping a dictatorship, a Congolese doctor transplants his family to a small French village, where culture shock sets in for everyone.",Comedies
+s6073,Movie,The After Party,Ian Edelman,"Kyle Harvey, Harrison Holzer, Teyana Taylor, Shelley Hennig, Wiz Khalifa, Blair Underwood, Jordan Rock, Amin Joseph, Andy Buckley, Jamie Choi",United States,"August 24, 2018",2018,90,An aspiring rapper and his best friend/manager have one night to bounce back from embarrassment and make their dreams of hip-hop stardom come true.,Comedies
+s6074,Movie,The Age of Shadows,Jee-woon Kim,"Kang-ho Song, Gong Yoo, Ji-min Han, Tae-goo Eom, Sung-rok Shin, Hee-soon Park, Young-ju Seo, Song Kang-ho",South Korea,"January 1, 2018",2016,140,"Formerly a Korean resistance fighter, a policeman working for Japan is tasked with tracking down resistance leaders before they acquire explosives.",Action
+s6076,Movie,The Amazing Praybeyt Benjamin,Wenn V. Deramas,"Vice Ganda, Bimby Aquino-Yap, Alex Gonzaga, Tom Rodriguez",Philippines,"March 21, 2019",2014,105,"Now a celebrity, Benjie is tasked with taking care of a General's young son, who has information about a looming terrorist threat.",Action
+s6078,TV Show,The American Bible Challenge,Michael Simon,Jeff Foxworthy,United States,"June 15, 2020",2013,2,"Join host Jeff Foxworthy as contestants test their knowledge of all things biblical, competing to win money for the charities of their choice.",Reality TV
+s6080,Movie,The American Meme,Bert Marcus,"Paris Hilton, Josh Ostrovsky, Brittany Furlan, Kirill Bichutsky, DJ Khaled, Emily Ratajkowski, Hailey Baldwin",United States,"December 7, 2018",2018,98,"Social media stars Paris Hilton, Josh Ostrovsky, Brittany Furlan and Kirill Bichutsky hustle to build online empires – and face the pitfalls of fame.",Documentaries
+s6081,Movie,The American President,Rob Reiner,"Michael Douglas, Annette Bening, Martin Sheen, Michael J. Fox, David Paymer, Samantha Mathis, John Mahoney, Anna Deavere Smith, Nina Siemaszko, Wendie Malick, Shawna Waldron, Richard Dreyfuss, Joshua Malina",United States,"January 1, 2021",1995,113,The widowed president strikes up a romance with a beautiful Washington lobbyist – but can the couple keep their private and political lives separate?,Comedies
+s6082,Movie,The Amityville Horror,Andrew Douglas,"Ryan Reynolds, Melissa George, Chloë Grace Moretz, Jesse James, Jimmy Bennett, Rachel Nichols, Philip Baker Hall, Isabel Conner, Brendan Donaldson, Annabel Armour",United States,"January 1, 2020",2005,89,"This hair-raising remake of the 1979 horror hit depicts the ordeal of the Lutz family, whose new home has a gory past and a legacy of demons.",Horror Movies
+s6084,Movie,The Angel,Ariel Vromen,"Marwan Kenzari, Hannah Ware, Toby Kebbell, Waleed Zuaiter, Maisa Abd Elhadi, Sasson Gabai, Mickey Leon, Ori Pfeffer, Slimane Dazi",Israel,"September 14, 2018",2018,114,"As his country prepares for war, top Egyptian official Ashraf Marwan makes contact with Israel and wades into a shadowy game of high-stakes espionage.",Dramas
+s6085,Movie,The Angry Birds Movie 2,"Thurop Van Orman, John Rice","Jason Sudeikis, Rachel Bloom, Leslie Jones, Josh Gad, Bill Hader, Danny McBride, Awkwafina, Sterling K. Brown, Tiffany Haddish, Eugenio Derbez",Finland,"February 27, 2020",2019,97,Enemies turn into frenemies when the Pigs call for a truce with the Birds to unite against a formidable new foe that’s threatening all of their homes.,Children
+s6087,Movie,The Ant's Scream,Sameh Abdulaziz,"Amr Abdel-Geleel, Rania Yousef, Salloum Haddad, Hesham Al-Meligy, Farida Al-Gready, Ahmad Wafiq, Mohamed Abo El Hassan, Amr Sakr, Ahmed Gamal Saeed, Riham Ayman",Egypt,"June 13, 2019",2010,108,"Released after being wrongly imprisoned in Iraq, an Egyptian contractor returns home to a country on the brink of revolution.",Comedies
+s6089,Movie,The Apostate,Federico Veiroj,"Álvaro Ogalla, Marta Larralde, Bárbara Lennie, Vicky Peña, Juan Calot, Kaiet Rodriguez, Andrés Gertrúdix, Joaquín Climent, Álvaro Roig, Tino Martinez, Mercedes Hoyos",Spain,"May 10, 2017",2015,80,A young man determined to renounce Catholicism by having his baptismal records excised is thwarted by church bureaucracy and his own inner conflicts.,Comedies
+s6090,Movie,The App,Elisa Fuksas,"Vincenzo Crea, Jessica Cressy, Greta Scarano, Maya Sansa, Abel Ferrara, Anita Kravos",Italy,"December 26, 2019",2019,79,"While in Rome to shoot his first movie, actor and industrial heir Nick becomes obsessed with a dating app that sends him into a self-destructive spiral.",Dramas
+s6091,Movie,The App That Stole Christmas,Monica Floyd,"Jackie Long, Diane Marie Howard, Jaylin Hall, Miguel A. Núñez Jr., Ray J, JayQ The Legend, J. Anthony Brown, Kenny Rhodes, Amber Cosich",United States,"November 20, 2020",2020,64,"A tech entrepreneur's Christmas shopping app is a smashing success, but he starts to realize his invention might be ruining the holiday spirit.",Children
+s6092,Movie,The Arbitration,Niyi Akinmolayan,"Adesua Etomi, O.C. Ukeje, Ireti Doyle, Sola Fosudo, Somkele Iyamah, Lota Chukwu, Gregory Ojefua, Beverly Naya, Bimbo Ademoye, Pius Fatoke",Nigeria,"February 26, 2020",2016,101,An arbitration panel is formed after a company CEO in Nigeria is sued for wrongful dismissal and rape by an employee with whom he had an affair.,Dramas
+s6093,Movie,The Art of Loving,Maria Sadowska,"Magdalena Boczarska, Eryk Lubos, Justyna Wasilewska, Piotr Adamczyk, Arkadiusz Jakubik, Wojciech Mecwaldowski, Borys Szyc, Katarzyna Kwiatkowska, Artur Barciś",Poland,"March 15, 2018",2017,115,"During Communist rule, a Polish gynecologist and sexologist defies taboo and fights to publish her groundbreaking book on love and sex.",Dramas
+s6094,Movie,The Art of the Steal,Jonathan Sobol,"Kurt Russell, Jay Baruchel, Katheryn Winnick, Chris Diamantopoulos, Kenneth Welsh, Jason Jones, Terence Stamp, Matt Dillon, Devon Bostick",Canada,"December 8, 2018",2013,90,"Crunch Calhoun, a daredevil motorcyclist and mostly reformed con artist, agrees to do one last job: helping his brother Nicky steal a priceless book.",Action
+s6095,Movie,The Art of War,Christian Duguay,"Wesley Snipes, Anne Archer, Maury Chaykin, Marie Matiko, Cary-Hiroyuki Tagawa, Michael Biehn, Donald Sutherland, Liliana Komorowska, James Hong",United States,"July 1, 2020",2000,117,"Framed for the murder of an ambassador, a former member of the United Nations' elite covert action unit will do whatever it takes to clear his name.",Action
+s6096,Movie,The Artist,Michel Hazanavicius,"Jean Dujardin, Bérénice Bejo, John Goodman, James Cromwell, Penelope Ann Miller, Missi Pyle, Beth Grant, Ed Lauter, Joel Murray, Elizabeth Tulloch, Ken Davitian, Malcolm McDowell",France,"April 25, 2020",2011,101,"Winner of five Oscars, this black-and-white silent film follows the romance between a silent-era legend on a downward spiral and a rising starlet.",Comedies
+s6098,Movie,The Assignment,Walter Hill,"Michelle Rodriguez, Sigourney Weaver, Tony Shalhoub, Anthony LaPaglia, Caitlin Gerard, Brent Langdon, Adrian Hough, Ken Kirzinger, Darryl Quon, Caroline Chan",France,"March 15, 2020",2016,95,A hitman has his body surgically altered into a woman's against his will. Now he has to track down the surgeon responsible and get his revenge.,Action
+s6099,Movie,The Autopsy of Jane Doe,André Øvredal,"Emile Hirsch, Brian Cox, Ophelia Lovibond, Michael McElhatton, Parker Sawyers, Jane Perry, Olwen Catherine Kelly",United Kingdom,"December 30, 2018",2016,86,A father-son team of small-town coroners performs an autopsy on an unidentified woman with mysterious injuries and a terrifying secret.,Horror Movies
+s6100,Movie,The Awakening of Motti Wolkenbruch,Michael Steiner,"Inge Maux, Noémie Schmidt, Joel Basman, Sunnyi Melles, Udo Samel, Rachel Braunschweig, Oriana Schrage, Meytal Gal",Switzerland,"October 25, 2019",2018,94,"Pressured to marry a nice Orthodox Jewish woman, Motti is thrown for a loop when he falls for classmate Laura, who his mother will never approve of.",Comedies
+s6101,Movie,The B-Side: Elsa Dorfman's Portrait Photography,Errol Morris,Elsa Dorfman,United States,"October 31, 2017",2016,76,"Filmmaker Errol Morris probes the life, work and studio of his pal Elsa Dorfman, a Polaroid photographer who's shot luminaries and regular folk alike.",Documentaries
+s6103,Movie,The Babysitter,McG,"Samara Weaving, Hana Mae Lee, Judah Lewis, Robbie Amell, Bella Thorne, Andrew Bachelor, Emily Alyn Lind, Leslie Bibb, Ken Marino",United States,"October 13, 2017",2017,85,"When Cole stays up past his bedtime, he discovers that his hot babysitter is part of a satanic cult that will stop at nothing to keep him quiet.",Comedies
+s6104,Movie,The Babysitter: Killer Queen,McG,"Judah Lewis, Jenna Ortega, Emily Alyn Lind, Andrew Bachelor, Robbie Amell, Bella Thorne, Hana Mae Lee, Ken Marino, Leslie Bibb, Chris Wylde, Carl McDowell",United States,"September 10, 2020",2020,102,"Two years after Cole survived a satanic blood cult, he's living another nightmare: high school. And the demons from his past? Still making his life hell.",Comedies
+s6107,Movie,The Bachelors,Kurt Voelker,"J.K. Simmons, Josh Wiggins, Julie Delpy, Odeya Rush, Kevin Dunn, Kimberly Crandall, Jean Louisa Kelly, Charlie DePew, Tyrel Jackson Williams, Tom Amandes, Spencer List, Jacqueline Mazarella, Vanessa Howard, Harold Perrineau",United States,"February 21, 2018",2017,100,"After the death of his wife, a teacher and his son move to a new city, where emotional connections with two women help them begin to heal.",Dramas
+s6108,Movie,The Bad Batch,Ana Lily Amirpour,"Suki Waterhouse, Jason Momoa, Keanu Reeves, Jim Carrey, Giovanni Ribisi, Yolonda Ross",United States,"September 22, 2017",2016,119,"Banished to a wasteland of undesirables, a young woman struggles to find her feet among a drug-soaked desert society and an enclave of cannibals.",Dramas
+s6109,Movie,The Bad Education Movie,Elliot Hegarty,"Jack Whitehall, Joanna Scanlan, Iain Glen, Ethan Lawrence, Layton Williams, Kae Alexander, Weruche Opia, Nikki Runeckles, Charlie Wernham, Jack Binstead",United Kingdom,"December 15, 2018",2015,87,"Britain's most ineffective but caring teacher takes his class to Cornwall for one last school trip, where anything could happen –
+ and probably will.",Comedies
+s6111,Movie,The Ballad of Buster Scruggs,"Joel Coen, Ethan Coen","Liam Neeson, James Franco, Tim Blake Nelson, Tom Waits, Zoe Kazan, Brendan Gleeson",United States,"November 16, 2018",2018,133,"Ranging from absurd to profound, these Western vignettes from the Coen brothers follow the adventures of outlaws and settlers on the American frontier.",Comedies
+s6112,Movie,The Ballad of Lefty Brown,Jared Moshé,"Bill Pullman, Kathy Baker, Jim Caviezel, Joseph Anderson, Diego Josef, Tommy Flanagan, Peter Fonda",United States,"February 7, 2020",2017,112,"After his longtime partner is assassinated, a slow-footed cowboy sets out to find his killer and uncovers a conspiracy engineered by some powerful men.",Dramas
+s6113,Movie,The Bar,Álex de la Iglesia,"Blanca Suárez, Mario Casas, Carmen Machi, Secun de la Rosa, Jaime Ordoñez, Terele Pávez, Joaquín Climent, Alejandro Awada",Spain,"September 24, 2017",2017,102,Strangers holed up in a Madrid bar after witnessing a murder begin to turn on each other as panic sets in and the body count rises.,Comedies
+s6114,Movie,The Bare-Footed Kid,Johnnie To,"Aaron Kwok, Lung Ti, Maggie Cheung, Chien-lien Wu, Paul Chun, Kenneth Tsang",Hong Kong,"August 16, 2018",1993,83,"While working at a family friend's business, a penniless orphan draws the attention of a corrupt competitor and is torn between divided loyalties.",Action
+s6116,Movie,The Basement,"Brian M. Conley, Nathan Ives","Mischa Barton, Jackson Davis, Cayleb Long, Tracie Thoms, Bailey Anne Borders",United States,"April 9, 2019",2018,89,"Known for tortuous role-play with victims in his basement, a twisted serial killer abducts a musician who has a deeper connection to his mind games.",Horror Movies
+s6117,Movie,The Battered Bastards of Baseball,"Chapman Way, Maclain Way","Todd Field, Kurt Russell",United States,"July 11, 2014",2014,80,"The colorful true story of the Portland Mavericks, a scrappy, independent baseball team of underdogs started by actor Bing Russell in the 1970s.",Documentaries
+s6118,Movie,The Battle of Midway,John Ford,"Henry Fonda, Jane Darwell",United States,"March 31, 2017",1942,18,"Director John Ford captures combat footage of the Battle of Midway, an air and sea campaign that was a turning point in the war in the Pacific.",Classic Movies
+s6119,Movie,The Beach Loafer,Ali Ragab,"Ahmed Helmy, Yasmin Abdulaziz, Mahmoud Abdel Moghny, Lotfy Labib, Soad Nasr, Rico, Ahmed Rateb, Youssef Eid",Egypt,"May 19, 2020",2004,112,"A wedding singer and his friends try to prove his innocence after he's accused of murder, a situation threatening his own marriage plans.",Comedies
+s6120,Movie,The Beast,Ludovico Di Martino,"Fabrizio Gifuni, Lino Musella, Monica Piseddu, Andrea Pennacchi, Emanuele Linfatti, Nicolò Galasso, Giacomo Colavito, Giada Gagliardi, Gianmarco Vettori, Silvia Gallerano, Massimiliano Setti",Italy,"November 27, 2020",2020,100,"To rescue his daughter, an unstable Special Forces veteran unleashes his inner beast as he pursues her kidnappers — and soon becomes a suspect himself.",Action
+s6121,Movie,The Beast Stalker,Dante Lam,"Nicholas Tse, Nick Cheung, Zhang Jing-chu, Miao Pu, Liu Kai-chi, Philip Keung, Kwok Jing-hung, Sherman Chung, Zhang He, Wong Suet-yin, Wong Sum-yin",Hong Kong,"July 21, 2019",2008,110,"Feeling guilty after a high-speed chase leaves a girl dead, a determined sergeant pursues the crime boss who triggered the fatal car accident.",Action
+s6132,Movie,The Bill Murray Stories: Life Lessons Learned From a Mythical Man,Tommy Avallone,"Tommy Avallone, Bill Murray, Joel Murray, Peter Farrelly",United States,"December 31, 2018",2018,72,"This documentary highlights spontaneous encounters with the elusive, comedic veteran, who touches lives by simply showing up anywhere.",Documentaries
+s6133,Movie,The Binding,Domenico de Feudis,"Riccardo Scamarcio, Mía Maestro",Italy,"October 2, 2020",2020,93,"While visiting her fiancé's mother in southern Italy, a woman must fight the mysterious and malevolent curse intent on claiming her daughter.",Horror Movies
+s6136,Movie,The Bittersweet,D Ho,"Min-ho Lee, Zhu Xuan",China,"November 1, 2017",2017,98,"As a killer stalks the streets, a troubled young courier suspects that a doctor may be the long-lost sister he hasn't seen since childhood.",Action
+s6137,Movie,The Black Godfather,Reginald Hudlin,"Clarence Avant, Quincy Jones",United States,"June 7, 2019",2019,118,"This documentary follows the life of Clarence Avant, the ultimate, uncensored mentor and behind-the-scenes rainmaker in music, film, TV and politics.",Documentaries
+s6138,Movie,The Black Prince,Kavi Raz,"Satinder Sartaaj, Shabana Azmi, Jason Flemyng, Amanda Root, Rup Magon, Sophie Stevens, Keith Duffy, David Essex, Leanne Joyce, Ranjit Singh Shubh",United Kingdom,"October 3, 2018",2017,121,"After being exiled to England as a child, a Punjabi prince struggles to return to his homeland and his Sikh faith in this historical drama.",Dramas
+s6139,Movie,The Black Room,Rolfe Kanefsky,"Natasha Henstridge, Lukas Hassel, Lin Shaye, Dominique Swain, Augie Duke, Caleb Scott, James Duval, Tiffany Shepis",United States,"August 7, 2017",2016,95,A couple's new dream home morphs into a nightmare after they learn that an evil and lustful spirit resides in their basement.,Horror Movies
+s6140,Movie,The Blackcoat's Daughter,Osgood Perkins,"Emma Roberts, Kiernan Shipka, Lucy Boynton, Lauren Holly, James Remar, Greg Ellwand, Elana Krausz, Heather Tod Mitchell, Peter James Haworth, Emma Holzer",Canada,"May 18, 2019",2015,95,"When their parents fail to pick them up for winter break, two students stay on at an all-girls boarding school in the company of a terrible presence.",Horror Movies
+s6142,Movie,The Blazing Sun,Youssef Chahine,"Omar Sharif, Faten Hamama, Zaki Rostom, Farid Shawqy, Abdel-Wareth Asar, Menassa Fahmy, Abdelghany Kamar, Hamdy Gheith, Mohsen Hassanein, Rafeaa El Shal",Egypt,"June 18, 2020",1954,116,Competition between sugar cane producers turns deadly after a greedy landlord conspires against an agricultural engineer who falls for his daughter.,Classic Movies
+s6143,Movie,The Bleeder,Philippe Falardeau,"Liev Schreiber, Elisabeth Moss, Ron Perlman, Naomi Watts, Jim Gaffigan, Michael Rapaport, Pooch Hall, Morgan Spector, Jason Jones",United States,"March 29, 2019",2016,98,"Husband. Father. Fighter. Meet Chuck Wepner, the liquor salesman and self-proclaimed real-life inspiration behind Rocky Balboa.",Dramas
+s6145,Movie,The Blind Christ,Christopher Murray,"Michael Silva, Bastián Inostroza, Ana María Henríquez, Mauricio Pinto, Pedro Godoy, Hermelinda Cayo, Héctor Mella, Gonzalo Villalobos, Noelia Rubio",Chile,"August 1, 2017",2016,86,A man claiming he had a divine revelation as a child treks across the Chilean desert to perform a miracle on a friend badly injured in a remote town.,Dramas
+s6146,Movie,The Bling Lagosians,Bolanle Austen-Peters,"Gbenga Titiloye, Elvina Ibru, Sharon Ooja, Osas Ighodaro Ajibade, Monalisa Chinda, Toyin Abraham, Bisola Aiyeola, Oladele Ogunlana, Jimmy Odukoya, Alex Ekubo",Nigeria,"October 11, 2019",2019,99,"With a matriarch bent on having a lavish 51st birthday party, her family's debt is on the verge of exposure, threatening their business – and legacy.",Dramas
+s6147,Movie,The Bling Ring,Sofia Coppola,"Emma Watson, Leslie Mann, Carlos Miranda, Israel Broussard, Taissa Farmiga, Katie Chang, Georgia Rock, Claire Julien",United States,"January 18, 2020",2013,91,"Based on fact, this comic thriller tracks the saga of the Hollywood Hills Burglar Bunch, who used the Web to time their robberies of stars' homes.",Dramas
+s6148,Movie,The Blue Elephant 2,Marwan Hamed,"Karim Abdel Aziz, Nelly Karim, Hend Sabry, Shereen Reda, Khaled El Sawy, Eyad Nassar, Tara Emad, Amgad Elsharqawy",Egypt,"September 20, 2020",2019,130,"When a former criminal psychiatrist discovers that a patient holds a secret that threatens his family, he must resort to extreme measures to save them.",Horror Movies
+s6149,TV Show,The Blue Planet: A Natural History of the Oceans,Alastair Fothergill,David Attenborough,United Kingdom,"October 10, 2015",2001,1,"David Attenborough narrates this definitive exploration of the marine world, from the familiar to the unknown, revealing the sea and its communities.",British TV
+s6150,Movie,The Blue Umbrella,Vishal Bhardwaj,"Pankaj Kapur, Shreya Sharma, Dolly Ahluwalia, Deepak Dobriyal, Rahul Kumar, Paramjit Singh Kakran, Piu Dutt, Samrat Mukherjee",India,"August 2, 2018",2005,90,"A charming allegory based on a novella by Ruskin Bond, this visually stunning film from India explores themes of greed, loneliness, longing and loss.",Children
+s6151,Movie,The Body,Jeethu Joseph,"Rishi Kapoor, Emraan Hashmi, Sobhita Dhulipala, Vedika, Anupam Bhattacharya, Chandan Anand, Arif Zakaria, Rukhsar Ahmed",India,"February 21, 2020",2019,101,Mind games and mystery abound as a detective investigates the disappearance of a woman’s body from a morgue in this Hindi remake of a Spanish thriller.,International Movies
+s6152,Movie,The Body Remembers When the World Broke Open,"Elle-Máijá Tailfeathers, Kathleen Hepburn","Violet Nelson, Elle-Máijá Tailfeathers, Charlie Hannah, Barbara Eve Harris, Sonny Surowiec, Jay Cardinal Villeneuve, Tony Massil, Aidan Dee, James Angus Cowan, Anthony Bolognese",Canada,"November 27, 2019",2019,106,"After a traumatic event, two Indigenous women in Vancouver are brought together and form a deep bond despite leading different lives.",Dramas
+s6156,Movie,The Book of Eli,"Albert Hughes, Allen Hughes","Denzel Washington, Gary Oldman, Mila Kunis, Ray Stevenson, Jennifer Beals, Evan Jones, Joe Pingue, Frances de la Tour, Michael Gambon, Tom Waits",United States,"July 1, 2019",2010,118,"Determined to protect a sacred text that promises to save humanity, Eli goes on a quest westward across the barren, postapocalyptic country.",Action
+s6157,Movie,The Book of Sun,Faris Godus,"Baraa Alem, Ismail Alhassan, Ahmed Saddam, Sohayb Godus, Nawaf Alshubaili, Eyad Ayman Kaifi",Saudi Arabia,"October 1, 2020",2020,120,"A high school senior sets out to make a no-budget horror film with his friend, one-time rival and teacher, but the project soon jeopardizes their future.",Comedies
+s6160,Movie,The Boss Baby: Get That Baby!,"Dan Forgione, Pete Jacobs, Matt Whitlock","JP Karliak, Pierce Gagnon, Alex Cazares, Kevin Michael Richardson, Flula Borg, Rhys Darby, Wendie Malick, Jake Green",United States,"September 1, 2020",2020,115,Think you've got what it takes to be the boss? This interactive special puts your skills to the test and matches you up with one of 16 jobs at Baby Corp.,Children
+s6161,Movie,The Boss's Daughter,Olivier Loustau,"Christa Théret, Olivier Loustau, Florence Thomassin, Patrick Descamps, Stéphane Rideau, Pierre Berriau, Deborah Grall, Vincent Martinez",France,"March 10, 2017",2015,98,"While working together, a married textile foreman and his boss’s daughter have a torrid love affair, stirring up hostility among the factory crew.",Dramas
+s6163,Movie,The Bounty Hunter,Andy Tennant,"Jennifer Aniston, Gerard Butler, Jason Sudeikis, Jeff Garlin, Ritchie Coster, Cathy Moriarty, Peter Greene, Joel Marsh Garland, Siobhan Fallon Hogan, Dorian Missick, Adam Rose, Christine Baranski, Carol Kane, Adam LeFevre",United States,"October 1, 2019",2010,111,"Bounty hunter Milo Boyd finds his latest assignment downright satisfying as he learns that the bail-jumper he must chase down is his ex-wife, Nicole.",Action
+s6164,Movie,The Box,Richard Kelly,"Cameron Diaz, James Marsden, Frank Langella, James Rebhorn, Holmes Osborne, Sam Oz Stone, Gillian Jacobs, Celia Weston, Deborah Rush",United States,"June 1, 2019",2009,116,A couple must decide whether to push a button that will net them a million dollars but that will also cause the death of a complete stranger.,Sci-Fi
+s6165,Movie,The Boy,William Brent Bell,"Jim Norton, Rupert Evans, Ben Robson, Lauren Cohan, James Russell, Jett Klyne, Diana Hardcastle",United States,"June 1, 2020",2016,97,A nanny is hired by a couple to look after their boy. She's shocked to learn that her charge is actually a doll that the couple treats like a human.,Horror Movies
+s6166,Movie,The Boy in the Striped Pajamas,Mark Herman,"Asa Butterfield, Vera Farmiga, David Thewlis, Rupert Friend, David Hayman, Jack Scanlon, Amber Beattie, Sheila Hancock, Richard Johnson, Jim Norton",United Kingdom,"January 1, 2019",2008,95,"When his family moves from Berlin to Poland, a young boy befriends a boy who lives on the other side of the fence, unaware he's a Jewish prisoner.",Dramas
+s6167,Movie,The Boy Who Cried Werewolf,Eric Bross,"Victoria Justice, Chase Ellison, Anna Galvin, Matt Winston, Jillian Marie, Valerie Tian, Kerry James, Andrea Brooks, Christie Laing, Cainan Wiebe, Brooke Shields, Brooke D'Orsay, Steven Grayhm",United States,"November 2, 2019",2010,86,"When high school girl-geek Jordan becomes a werewolf after moving to Romania, she must elude her own brother, who sets out to slay her.",Children
+s6168,Movie,The Boy Who Harnessed the Wind,Chiwetel Ejiofor,"Maxwell Simba, Chiwetel Ejiofor, Aïssa Maïga, Lily Banda, Lemogang Tsipa, Philbert Falakeza, Joseph Marcell, Noma Dumezweni",United Kingdom,"March 1, 2019",2019,114,"Inspired by a science book, 13-year-old William Kamkwamba builds a wind turbine to save his Malawian village from famine. Based on a true story.",Children
+s6169,Movie,The Boys in the Band,Joe Mantello,"Jim Parsons, Zachary Quinto, Matt Bomer, Andrew Rannells, Charlie Carver, Robin de Jesús, Brian Hutchison, Michael Benjamin Washington, Tuc Watkins",United States,"September 30, 2020",2020,122,"At a birthday party in 1968 New York, a surprise guest and a drunken game leave seven gay friends reckoning with unspoken feelings and buried truths.",Dramas
+s6171,Movie,The Brave,William Kaufman,"Armand Assante, Louis Mandylor, Yuriy Kutsenko, Ravshana Kurkova, Igor Jijikine, Ivan Makarevich, Bessart Kallaku, Ervin Bejleri",United States,"January 15, 2020",2019,103,"With entry into the European Union at stake, Albania must rely on a mash-up of elite cops to take down a slippery drug lord dominating its economy.",Action
+s6172,Movie,The Brave One,Neil Jordan,"Jodie Foster, Terrence Howard, Naveen Andrews, Carmen Ejogo, Nicky Katt, Mary Steenburgen, Lenny Venito, Zoë Kravitz, Jane Adams, Gordon MacDonald",United States,"November 1, 2019",2007,122,New York City radio host Erica Bain decides to take the law into her own hands after losing her fiancé in a brutal Central Park attack.,Dramas
+s6173,Movie,The Brawler,Ken Kushner,"Zach McGowan, Amy Smart, Joe Pantoliano, Burt Young, Tony Darrow, Nick Loeb, Taryn Manning, Jason James Richter",United States,"May 18, 2019",2019,95,"Newly famous after challenging Muhammad Ali for a championship title, boxer Chuck Wepner spirals down the slippery slope of being a celebrity.",Dramas
+s6174,Movie,The Breadwinner,Nora Twomey,"Saara Chaudry, Soma Chhaya, Ali Badshah, Soma Bhatia, Shaista Latif, Laara Sadiq, Kawa Ada, Noorin Gulamgaus",Ireland,"February 20, 2018",2017,93,A courageous 11-year-old Afghan girl disguises herself as a boy and takes on odd jobs to provide for her family when her father is arrested.,Children
+s6177,Movie,The Break-Up,Peyton Reed,"Vince Vaughn, Jennifer Aniston, Joey Lauren Adams, Cole Hauser, Jon Favreau, Jason Bateman, Judy Davis, Justin Long, Ivan Sergei, John Michael Higgins, Ann-Margret, Vernon Vaughn, Vincent D'Onofrio",United States,"July 16, 2019",2006,107,Cohabitating couple Gary and Brooke's petty spats turn into an all-out battle for their home condo.,Comedies
+s6178,Movie,The Breaker Upperers,"Jackie van Beek, Madeleine Sami","Madeleine Sami, Jackie van Beek, James Rolleston, Celia Pacquola, Ana Scotney, Rima Te Wiata, Carl Bland, Brett O'Gorman, Cohen Holloway, Jemaine Clement",New Zealand,"February 15, 2019",2018,82,"For the right price, BFFs Jen and Mel will ruthlessly end any romance. But when one of them grows a conscience, their friendship begins to unravel.",Comedies
+s6179,Movie,The Breakup Playlist,Dan Villegas,"Piolo Pascual, Sarah Geronimo, Rio Locsin, Dennis Padilla, Badjie Mortiz, Teddy Corpuz, Anna Luna, Jett Pangan, Cris Villonco, Maris Racal",Philippines,"February 27, 2019",2015,118,A rock musician and a law student whose true passion is music fall in love and pursue a romance that complicates both of their blossoming careers.,Dramas
+s6181,Movie,The Bridge,Kunle Afolayan,"Chidinma Ekile, Ademola Adedoyin, Kunle Afolayan, Zack Orji, Tina Mba, Ayo Akinwale, Akim Mogaji, Ayo Mogaji, Ken Erics",Nigeria,"September 1, 2019",2017,119,A Yoruba prince and a young lady from a prominent Igbo family face tribal prejudice and parental pressure when they secretly wed.,Dramas
+s6182,Movie,The Bridge Curse,Lester Hsi,"JC Lin, Vera Yen, Summer Meng, Ning Chang, Ruby Zhan, Hsieh Yi-hung, Cheng Ko",Taiwan,"August 27, 2020",2020,88,A group of university students decides to test an urban legend about the ghost of a female student that haunts a campus bridge.,Horror Movies
+s6183,Movie,The Bros,You-Jeong Chang,"Dong-hwi Lee, Dong-seok Ma, Ha-Nui Lee, Woo-jin Jo, Young-chang Song, Chang-wook Ji, Man-seok Oh, Ye-ji Seo",South Korea,"February 2, 2018",2017,102,"Reunited in their hometown for their father's funeral, two self-interested brothers meet a peculiar woman who shares a huge secret about their family.",Comedies
+s6184,Movie,The Brothers Grimm,Terry Gilliam,"Matt Damon, Heath Ledger, Monica Bellucci, Lena Headey, Peter Stormare, Jonathan Pryce, Roger Ashton-Griffiths, Richard Ridings, Mackenzie Crook, Julian Bleach, Tomás Hanák, Laura Greenwood",United States,"July 1, 2019",2005,119,"Brothers Jake and Will Grimm travel from village to village, posing as exterminators of magical creatures. But in reality, they're expert con artists.",Action
+s6185,Movie,The Bucket List,Rob Reiner,"Jack Nicholson, Morgan Freeman, Sean Hayes, Beverly Todd, Alfonso Freeman, Rob Morrow, Rowena King, Christopher Stapleton, Ian Anthony Dale, Richard McGonagle",United States,"October 1, 2019",2007,97,Two terminally ill men bust out of the cancer ward with a plan to experience life to the fullest before they kick the bucket.,Comedies
+s6188,Movie,The Burial of Kojo,"Sam ""Blitz"" Bazawule","Cynthia Dankwa, Ama K. Abebrese, Joseph Otsiman, Kobina Amissah Sam, Mamley Djangmah, Henry Adofo, Anima Misa, Brian Angels",Ghana,"March 31, 2019",2018,81,"When a man is left to die inside an illegal gold mine, his daughter travels through a magical landscape to save him.",Dramas
+s6190,Movie,The Butterfly's Dream,Yılmaz Erdoğan,"Kıvanç Tatlıtuğ, Mert Fırat, Belçim Bilgin, Farah Zeynep Abdullah, Yılmaz Erdoğan, Ahmet Mümtaz Taylan, Taner Birsel, Selman Ünlüsoy, İpek Bilgin, Aksel Bonfil, Devrim Yakut, Salih Kalyon",Turkey,"March 10, 2017",2013,118,"Forced to work in a coal mine during World War II, two young poets find some escape when they both fall for the same woman.",Dramas
+s6191,Movie,The Bye Bye Man,Stacy Title,"Douglas Smith, Lucien Laviscount, Cressida Bonas, Michael Trucco, Doug Jones, Carrie-Anne Moss, Faye Dunaway, Jenna Kanell, Erica Tremblay, Cleo King",United States,"April 1, 2019",2017,96,Three college students move into an off-campus house and discover they've unwittingly unleashed a supernatural killer known as the Bye Bye Man.,Horror Movies
+s6192,Movie,The Bygone,"Graham Phillips, Parker Phillips","Graham Phillips, Shawn Hatosy, Jamie McShane, Sydney Schafer, Tokala Black Elk, Jacqueline Toboni, Mike McColl, Jacob Ming-Trent",United States,"March 23, 2020",2019,106,"His way of life under threat due to the oil fracking boom, a young rancher defends a Lakota woman and becomes entangled in human trafficking.",Independent Movies
+s6193,Movie,The C Word,Meghan O'Hara,Morgan Freeman,United States,"March 24, 2017",2016,93,"To solve the mystery of cancer, challenging the status quo is a must. Witness how lifestyle and societal changes may help beat the disease.",Documentaries
+s6195,Movie,The Cakemaker,Ofir Raul Graizer,"Sarah Adler, Tim Kalkhof, Roy Miller, Zohar Shtrauss, Sandra Sade, Tamir Ben-Yehuda, Stephanie Stremler, Tagel Eliyahu",Israel,"December 4, 2018",2017,109,"When a German baker travels to Jerusalem in search of his dead male lover’s family, his growing involvement with them may expose his truth.",Dramas
+s6196,Movie,The Call,Lee Chung-hyun,"Park Shin-hye, Jun Jong-seo, Kim Sung-ryoung, EL, Park Ho-san, Oh Jung-se, Lee Dong-hwi, Um Chae-young",South Korea,"November 27, 2020",2020,112,"Connected by phone in the same home but 20 years apart, a serial killer puts another woman’s past — and life — on the line to change her own fate.",International Movies
+s6198,Movie,The Captive,Atom Egoyan,"Ryan Reynolds, Scott Speedman, Rosario Dawson, Mireille Enos, Kevin Durand, Alexia Fast, Christine Horne, Arsinée Khanjian, Ian Matthews, Bruce Greenwood, Aidan Shipley",Canada,"July 20, 2018",2014,112,"Eight years after their daughter's abduction tore them apart, her parents receive enigmatic clues from the kidnapper hinting that she's still alive.",Dramas
+s6199,Movie,The Car,Elliot Silverstein,"James Brolin, Kathleen Lloyd, John Marley, R.G. Armstrong, John Rubinstein, Elizabeth Thompson, Roy Jenson, Kim Richards, Kyle Richards",United States,"June 1, 2020",1977,96,"In his small Southwestern town, sheriff Wade Parent must find out who — or what — is running people down via a mysterious, driverless black sedan.",Cult Movies
+s6200,Movie,The Car: Road to Revenge,G.J. Echternkamp,"Grant Bowler, Kathleen Munroe, Martin Hancock, Micah Balfour, Burt Grinstead, Nina Bergman, Jamie Bamber, Ronny Cox",United States,"February 1, 2020",2019,89,"Trying to uphold justice in a lawless future, a D.A. is slain by cyberpunks but a supernatural twist sends his car on a bloody quest for revenge.",Action
+s6201,Movie,The Carter Effect,Sean Menard,Vince Carter,United States,"May 1, 2018",2017,60,"Featuring eight-time NBA All-Star Vince Carter, this documentary takes an in-depth look at his impact on pop culture and the Canadian basketball scene.",Documentaries
+s6202,Movie,The Case for Christ,Jon Gunn,"Mike Vogel, Erika Christensen, Faye Dunaway, Robert Forster, Frankie Faison, Mike Pniewski",United States,"November 21, 2017",2017,113,"Bothered by his wife's unyielding belief in Christianity, an investigative reporter sets out to use verifiable facts to poke holes in her faith.",Dramas
+s6204,TV Show,The Cat in the Hat Knows a Lot About That!,Tony Collingwood,"Martin Short, Alexa Torrington, Jacob Ewaniuk, Robert Tinkler, Tracey Hoyt",Canada,"January 1, 2021",2014,1,"The Cat in the Hat is back – and this time, he's teaching Sally and her brother, Nick, some awfully nifty things to think about!",Kids
+s6205,Movie,The Cell,Tarek Al Eryan,"Ahmed Ezz, Mohamed Mamdouh, Samer al Masri, Amina Khalil, Ahmed Safwat, Ahmed Salah Hosny, Aïcha Ben Ahmed, Rania Elkhatib, Riham Abdel Ghafour",Egypt,"June 13, 2019",2017,126,A special operations officer vows to get revenge against the terrorist who killed his friend in a brutal attack.,Action
+s6206,Movie,The CEO,Kunle Afolayan,"Wale Ojo, Jimmy Jean-Louis, Hilda Dokubo, Nico Panagio, Aurélie Eliam, Peter King Nzioki Mwania, Fatym Layachi, Kemi Lala Akindoju, Angélique Kidjo",Nigeria,"September 1, 2019",2016,109,A group of executives heads to a telecommunications retreat to pick the firm's new CEO until they find themselves in a contest to win – and stay alive.,Dramas
+s6210,Movie,The Charnel House,Craig Moss,"Callum Blue, Nadine Velazquez, Makenzie Moss, Erik LaRay Harvey, Danielle Lauder, Andy Favreau, Kate Linder, Neil Thackaberry, Alden Tab",United States,"February 4, 2017",2016,93,"After an architect transforms a slaughterhouse into trendy lofts, its new inhabitants discover that the structure is haunted by its evil past.",Horror Movies
+s6214,Movie,The Chord,Magdy Al-Hawwary,"Mostafa Shaban, Ghada Adel, Arwa Gouda, Ahmed Salah Al-Saadany, Ashraf Zaki, Sawsan Badr, Fatma Nasser, Said Saleh, Ali Hassanein, Majed Abdulazim",Egypt,"June 20, 2019",2010,101,"A detective investigates the murder of a young musician, whose philandering lifestyle leaves a long list of suspects and a lot of questions.",Dramas
+s6215,Movie,The Chosen,Antonio Chavarrías,"Alfonso Herrera, Hannah Murray, Henry Goodman, Julian Sands, Frances Barber, Emilio Echevarría, Alejandro Calva, Elvira Mínguez, Roger Casamajor, Luis Rosales, Javier Godino, Alexander Holtmann, Brontis Jodorowsky",Spain,"April 14, 2017",2016,111,"In 1937, Spanish revolutionary Ramón trains as a Soviet spy, impersonating a wealthy Belgian as part of a plot to assassinate Leon Trotsky in Mexico.",Dramas
+s6216,TV Show,The Chosen One,Michel Tikhomiroff,"Paloma Bernardi, Renan Tenca, Gutto Szuster, Pedro Caetano, Mariano Mattos Martins, Alli Willow, Kiko Vianello, Francisco Gaspar, Tuna Dwek, Lourinelson Vladmir, Leonardo Ventura, Aury Porto, Glauber Amaral, Astrea Lucena",Brazil,"December 6, 2019",2019,2,"Determined to bring a Zika vaccine to the remote Pantanal, three doctors clash with a faith healer and are pulled deeper into the mysteries of his cult.",International TV
+s6217,Movie,The Chosen Ones,David Pablos,"Nancy Talamantes, Óscar Torres, Leidi Gutiérrez, José Santillán Cabuto, Edward Coward, Alicia Quiñonez, Raquel Presa, Susana Pérez, Gisela Madrigal, Jorge Calderon, Felipe Tututi",Mexico,"May 8, 2016",2015,107,"Young Ulises falls in love with teen Sofia, even as he is forced to lure her into his family's prostitution ring. Now he'll do anything to rescue her.",Dramas
+s6218,Movie,The Christmas Candle,John Stephenson,"Hans Matheson, Samantha Barks, Lesley Manville, Sylvester McCoy, Susan Boyle, John Hannah, Barbara Flynn, James Cosmo",United Kingdom,"November 1, 2019",2013,100,A progressive new minister's arrival in a small village threatens to end an age-old tradition that brings a yuletide miracle to one of the residents.,Dramas
+s6219,Movie,The Christmas Chronicles,Clay Kaytis,"Kurt Russell, Darby Camp, Judah Lewis, Kimberly Williams-Paisley, Oliver Hudson, Lamorne Morris, Martin Roach",United States,"November 22, 2018",2018,104,"After accidentally crashing Santa's sleigh, a brother and sister pull an all-nighter to save Christmas with a savvy, straight-talking St. Nick.",Children
+s6220,Movie,The Christmas Chronicles: Part Two,Chris Columbus,"Kurt Russell, Goldie Hawn, Darby Camp, Jahzir Bruno, Julian Dennison, Judah Lewis, Kimberly Williams-Paisley, Tyrese Gibson",Canada,"November 25, 2020",2020,115,"Unhappy over her mom’s new relationship, a now-teenage Kate runs away and lands at the North Pole, where a naughty elf is plotting to cancel Christmas.",Children
+s6221,Movie,The Christmas Project,Michael Buster,"Jacob Buster, Anson Bagley, Grace Hallows, Josh Reid, Cooper Daniel Johnson, Alison Akin Clark, Brian Neal Clark, Evan Clark, Caitlin E.J. Meyer, Gabe White",United States,"March 1, 2019",2016,92,Four brothers prepare for war when they're forced to deliver secret holiday gifts to the school bullies. But they soon learn kindness goes a long way.,Children
+s6222,Movie,The Cincinnati Kid,Norman Jewison,"Steve McQueen, Edward G. Robinson, Ann-Margret, Karl Malden, Tuesday Weld, Joan Blondell, Rip Torn, Jack Weston, Cab Calloway, Jeff Corey, Theo Marcuse",United States,"November 1, 2019",1965,103,"In Depression-era New Orleans, cocksure stud poker player Eric Stoner – the titular Cincinnati Kid – challenges longtime champ Lancey ""The Man"" Howard to a showdown at the table, where a war of wills – and nerve – ensues.",Classic Movies
+s6226,Movie,The Clapper,Dito Montiel,"Ed Helms, Amanda Seyfried, Tracy Morgan, Brenda Vaccaro, P.J. Byrne, Leah Remini, Mickey Gooch Jr., Adam Levine, Russell Peters, Alan Thicke",United States,"May 1, 2018",2017,90,"A newcomer ekes out a living in LA as a professional audience member on infomercials, but life gets complicated when he's thrust into the spotlight.",Comedies
+s6228,Movie,The Climb,Ludovic Bernard,"Ahmed Sylla, Alice Belaïdi, Kevin Razy, Nicolas Wanczycki, Waly Dia, Umesh Tamang",France,"December 29, 2017",2017,105,A young Senegalese-French man from humble roots sets out to climb Mount Everest to impress the woman he loves – and slowly becomes a media sensation.,Action
+s6229,Movie,The Cloverfield Paradox,Julius Onah,"Gugu Mbatha-Raw, David Oyelowo, Daniel Brühl, John Ortiz, Chris O'Dowd, Aksel Hennie, Zhang Ziyi, Elizabeth Debicki, Roger Davies, Clover Nee",United States,"February 5, 2018",2018,102,"Orbiting above a planet on the brink of war, scientists test a device to solve an energy crisis and end up face-to-face with a dark alternate reality.",Action
+s6232,Movie,The Coldest Game,Lukasz Kosmicki,"Bill Pullman, Lotte Verbeek, Robert Więckiewicz, James Bloor, Aleksey Serebryakov, Corey Johnson, Nicholas Farrell, Evgeniy Sidikhin",Poland,"February 8, 2020",2019,103,"During 1962’s Cuban missile crisis, a troubled math genius finds himself drafted to play in a U.S.-Soviet chess match – and a deadly game of espionage.",Dramas
+s6234,Movie,The Command,Thomas Vinterberg,"Matthias Schoenaerts, Léa Seydoux, Colin Firth, Peter Simonischek, August Diehl, Max von Sydow, Bjarne Henriksen, Magnus Millang, Artemiy Spiridonov",France,"October 19, 2019",2018,118,For the crew trapped aboard a sunken Russian submarine the deadliest threat is the bureaucracy on land. Based on a true story.,Dramas
+s6235,Movie,The Company Men,John Wells,"Ben Affleck, Chris Cooper, Kevin Costner, Tommy Lee Jones, Maria Bello, Rosemarie DeWitt, Craig T. Nelson, John Doman, Tonye Patano, Cady Huffman",United States,"July 28, 2018",2010,105,A successful businessman comes face-to-face with America's downsizing epidemic when he loses his job and is forced to take a construction gig.,Dramas
+s6236,Movie,The Competition,Harvey Lowry,"Thora Birch, Chris Klein, Claire Coffee, David Blue, Kelsey Tucker, Michael Draper, Jason Tobias, Gabrielle Stone, Catherine Johnson, Tiffany Fallon",United States,"July 23, 2019",2018,103,"After developing an ""infidelity formula"" said to repel cheating, a popular blogger crosses paths with a charming lawyer willing to put it to the test.",Comedies
+s6237,Movie,The Con Is On,James Haslam,"Uma Thurman, Tim Roth, Alice Eve, Parker Posey, Maggie Q, Crispin Glover, Michael Sirow, Sofía Vergara, Stephen Fry, Sharon Maughan, Susan Traylor, Wilmer Calderon, Richard Reid, Ethan Cohn, Nathalie Love",United States,"December 21, 2020",2018,95,Two wedded partners-in-crime flee from their massive debt to a deadly crime boss and hatch a jewel heist that could be their ticket to total freedom.,Comedies
+s6240,Movie,The Confirmation,Bob Nelson,"Clive Owen, Maria Bello, Patton Oswalt, Jaeden Lieberher, Matthew Modine, Stephen Tobolowsky, Tim Blake Nelson, Robert Forster",Canada,"February 6, 2019",2016,101,A divorced handyman with a drinking problem bonds with his 8-year-old son when a search for his stolen toolbox leads to a series of misadventures.,Comedies
+s6242,Movie,The Congress,Ari Folman,"Robin Wright, Harvey Keitel, Jon Hamm, Paul Giamatti, Kodi Smit-McPhee, Danny Huston, Sami Gayle, Michael Stahl-David, Michael Landes, Sarah Shahi",Israel,"August 23, 2019",2013,123,Actress Robin Wright plays herself in this surreal drama about a film star who agrees to have her digital image recorded for reuse in future films.,Dramas
+s6243,Movie,The Conjuring,James Wan,"Vera Farmiga, Patrick Wilson, Lili Taylor, Ron Livingston, Shanley Caswell, Hayley McFarland, Joey King, Mackenzie Foy, Kyla Deaver",United States,"January 8, 2018",2013,112,"Based on true events, this spine-chiller tells the story of a New England family who begins having encounters with spirits in their farmhouse.",Horror Movies
+s6244,Movie,The Consul's Son,Amr Arafa,"Khaled Saleh, Ghada Adel, Ahmed el-Sakka, Khaled Sarhan, Sawsan Badr, Mustafa Haridi",Egypt,"April 25, 2019",2011,114,A notorious forger known for his ability to create fake passports and visas finds himself the target of a con man's ruse.,Comedies
+s6246,Movie,The Craft,Andrew Fleming,"Robin Tunney, Fairuza Balk, Neve Campbell, Rachel True, Skeet Ulrich, Christine Taylor, Breckin Meyer, Nathaniel Marston, Cliff De Young, Assumpta Serna",United States,"January 1, 2020",1996,101,"At a Catholic school, a new girl falls in with a clique of teen witches who wield their powers against anyone who crosses them, even their parents.",Horror Movies
+s6248,Movie,The Creative Brain,"Jennifer Beamish, Toby Trackman",David Eagleman,United States,"January 1, 2021",2019,53,"Neuroscientist David Eagleman taps into the creative process of various innovators while exploring brain-bending, risk-taking ways to spark creativity.",Documentaries
+s6250,Movie,The Crew,Julien Leclercq,"Sami Bouajila, Guillaume Gouix, Youssef Hajdi, Redouane Behache, Kahina Carina, David Saracino, Alice de Lencquesaing, Baya Belal, Steve Tientcheu, Kaaris",France,"November 15, 2018",2015,81,"After an unexpected misstep, a crew of skilled Parisian robbers find themselves forced to carry out a daring heist for a powerful crime organization.",Action
+s6252,Movie,The Crimes That Bind,Sebastián Schindel,"Cecilia Roth, Miguel Ángel Solá, Benjamín Amadeo, Sofía Gala Castiglione, Yanina Ávila, Marcelo Subiotto, Paola Barrientos, Diego Cremonesi, Claudio Martínez Bel",Argentina,"August 20, 2020",2020,100,"When her son is accused of raping and trying to murder his ex-wife, Alicia embarks on a journey that will change her life forever.",Dramas
+s6253,Movie,The Croods,"Kirk De Micco, Chris Sanders","Nicolas Cage, Emma Stone, Ryan Reynolds, Catherine Keener, Cloris Leachman, Clark Duke, Chris Sanders, Randy Thom",United States,"July 29, 2019",2013,99,"When an earthquake obliterates their cave, an unworldly prehistoric family is forced to journey through unfamiliar terrain in search of a new home.",Children
+s6254,Movie,The Crow,Alex Proyas,"Brandon Lee, Rochelle Davis, Ernie Hudson, Michael Wincott, Bai Ling, Sofia Shinas, Anna Levine, David Patrick Kelly, Angel David, Laurence Mason, Michael Massee, Tony Todd, Jon Polito",United States,"January 1, 2019",1994,102,"One year after Eric Draven and his fiancée are murdered, Draven – watched over by a hypnotic crow – returns from the grave to exact revenge.",Action
+s6256,Movie,The Cruise,Marek Piwowski,"Jan Himilsbach, Stanislaw Tym, Jerzy Dobrowolski, Zdzislaw Maklakiewicz, Andrzej Dobosz, Feridun Erol, Jolanta Lothe, Wanda Stanisławska-Lothe",Poland,"October 1, 2019",1970,66,"When the captain of a pleasant cruise ship mistakes a mischievous stowaway the entertainment director, wild and wacky hijinks ensue.",Comedies
+s6257,Movie,The Crying Game,Neil Jordan,"Stephen Rea, Miranda Richardson, Forest Whitaker, Jaye Davidson, Adrian Dunbar, Breffini McKenna, Joe Savino, Birdie Sweeney, Andree Bernard, Jim Broadbent",United Kingdom,"January 1, 2020",1992,112,"IRA terrorist Fergus bonds with his prisoner, Jody. Jody tells Fergus of his girlfriend, Dil, with whom Fergus later falls in love.",Classic Movies
+s6258,Movie,The Crystal Calls Making the Dark Crystal: Age of Resistance,Randall Lobb,"Taron Egerton, Natalie Dormer, Simon Pegg, Jason Isaacs",United States,"September 14, 2019",2019,83,"Go behind the scenes with stars, puppeteers and creators as they bring Jim Henson's magical world of Thra back to life in a sweeping fantasy series.",Documentaries
+s6262,Movie,The D Train,"Jarrad Paul, Andrew Mogel","Jack Black, James Marsden, Kathryn Hahn, Jeffrey Tambor, Russell Posner, Henry Zebrowski, Kyle Bornheimer, Mike White",United Kingdom,"April 2, 2017",2015,101,A loser in charge of planning his high school class's 20-year reunion thinks he's scored a major coup when he gets a marginally famous alum to attend.,Comedies
+s6263,Movie,The Da Vinci Code,Ron Howard,"Tom Hanks, Audrey Tautou, Ian McKellen, Jean Reno, Paul Bettany, Alfred Molina, Jürgen Prochnow, Jean-Yves Berteloot, Etienne Chicot, Jean-Pierre Marielle",United States,"December 1, 2020",2006,149,"When the curator of the Louvre is killed, a Harvard professor and a cryptographer must untangle a web of deceit involving works of Leonardo da Vinci.",Thrillers
+s6264,Movie,The Damned Rain,Satish Manwar,"Sonali Kulkarni, Girish Kulkarni, Jyoti Subhash, Veena Jamkar, Aman Attar",India,"January 1, 2018",2009,99,"An optimistic farmer is determined to succeed in spite of the lack of rain in his region, and the sinking spirits around him.",Dramas
+s6265,Movie,The Dancer,Ifa Isfansyah,"Prisia Nasution, Oka Antara, Slamet Rahardjo, Dewi Irawan, Lukman Sardi, Tio Pakusadewo",Indonesia,"December 8, 2018",2011,105,"Orphaned by a tragedy that took the lives of her parents, Srintil grows up in a poor Indonesian village aspiring to be a sacred dancer.",Dramas
+s6266,Movie,The Danish Girl,Tom Hooper,"Eddie Redmayne, Alicia Vikander, Ben Whishaw, Sebastian Koch, Amber Heard, Matthias Schoenaerts, Pip Torrens, Nicholas Woodeson, Emerald Fennell, Adrian Schiller",United Kingdom,"December 16, 2019",2015,120,"In 1920s Denmark, married artists embark on a journey of unconditional love when the husband announces his intentions to live life as a woman.",Dramas
+s6267,Movie,The Dark Crystal,"Frank Oz, Jim Henson","Jim Henson, Kathryn Mullen, Frank Oz, Dave Goelz, Stephen Garlick, Lisa Maxwell, Billie Whitelaw, Percy Edwards, Joseph O'Conor",United States,"May 1, 2019",1982,93,"In this mythical tale, Jen, the last of the Gelfling race, is charged with healing the Crystal of Truth after its mutilation sets off an era of terror.",Children
+s6269,Movie,The Dark Side of Life: Mumbai City,Tariq Khan,"Mahesh Bhatt, Kay Kay Menon, Avii, Nikhil Ratnaparkhi, Neha Khan, Alisha Khan, Irfan Hussein, Jyoti Malshe, Sayed Gul",India,"December 31, 2019",2018,121,"Struggling with Mumbai's pressures and private battles with depression, six lives intersect just as they reach a breaking point.",Dramas
+s6271,Movie,The Darkness,Greg McLean,"Kevin Bacon, Radha Mitchell, David Mazouz, Lucy Fry, Matt Walsh, Jennifer Morrison, Parker Mack, Paul Reiser, Ming-Na Wen, Tara Lynne Barr",United States,"June 16, 2020",2016,92,"After bringing home a set of mysterious stones from the Grand Canyon, a boy unleashes an ancient force that begins to terrorize his family.",Horror Movies
+s6272,Movie,The Daughter,Simon Stone,"Geoffrey Rush, Ewen Leslie, Paul Schneider, Miranda Otto, Anna Torv, Odessa Young, Sam Neill",Australia,"April 26, 2017",2015,95,"Having returned home for his cagey father's wedding, an estranged man gets to know his childhood friend's family and uncovers a devastating secret.",Dramas
+s6273,Movie,The Dawn Wall,"Peter Mortimer, Josh Lowell","Tommy Caldwell, Kevin Jorgeson",Austria,"March 4, 2019",2017,100,Cameras follow Tommy Caldwell and Kevin Jorgeson as they take on the staggering challenge of free-climbing Yosemite’s most formidable rock formation.,Documentaries
+s6276,Movie,The Day of the Lord,Santiago Alvarado Ilarri,"Juli Fàbregas, Ximena Romo, Héctor Illanes, Dolores Heredia",Mexico,"October 30, 2020",2020,93,"In this horror movie, a retired priest haunted by his sins is pulled back into the darkness when a friend begs him to help his possessed daughter.",Horror Movies
+s6278,Movie,The Dealer,Ahmed Saleh,"Ahmed El Sakka, Khaled El Nabawy, Mai Selim, Nedal El Shafey, Boris Abramov, Selami Şahin",Egypt,"April 25, 2020",2010,124,"Separated by distance and circumstance, two bitter rivals cross paths when the perils of the drug trade unexpectedly unite them.",Action
+s6280,Movie,The Death of Mr. Lazarescu,Cristi Puiu,"Monica Bârlădeanu, Ion Fiscuteanu, Doru Ana, Dragos Bucur, Gabriel Spahiu, Dan Chiriac, Luminita Gheorghiu, Alina Berzunteanu, Dana Dogaru, Mimi Brănescu",Romania,"March 4, 2020",2005,154,"The plot of Romanian director Cristi Puiu's real-time drama is simple, following the travails of an ailing old man who waits for his illness to overtake him as a weary paramedic shuttles him between hospitals.",Dramas
+s6281,Movie,The Death of Stalin,Armando Iannucci,"Steve Buscemi, Simon Russell Beale, Paddy Considine, Rupert Friend, Jason Isaacs, Michael Palin, Andrea Riseborough, Jeffrey Tambor, Olga Kurylenko, Paul Chahidi",United Kingdom,"April 3, 2020",2017,107,The death of Russian dictator Joseph Stalin throws the Soviet Union into comic chaos as his ambitious but addled ministers maneuver to succeed him.,Comedies
+s6282,Movie,The Debt Collector,Jesse V. Johnson,"Scott Adkins, Louis Mandylor, Vladimir Kulich, Michael Paré, Rachel Brann, Selina Lo, Tony Todd",United Kingdom,"September 3, 2018",2018,96,"A broke martial arts instructor takes a side gig with a mobster, who pairs him with a veteran thug for a weekend of fisticuffs-fueled debt collection.",Action
+s6283,Movie,The Debt Collector 2,Jesse V. Johnson,"Scott Adkins, Louis Mandylor, Vladimir Kulich, Marina Sirtis, Ski Carr, Charity Collins, Mayling Ng, Josef Cannon, Jermaine Jacox, Vernon Wells",United States,"August 31, 2020",2020,97,"French and Sue have two days to collect on three debts, using as much force as it takes – all while evading the wrath of a crime lord out for revenge.",Action
+s6284,Movie,The Decline,Patrice Laliberté,"Guillaume Laurin, Marie-Evelyne Lessard, Réal Bossé, Marc-André Grondin, Marc Beaupré, Marilyn Castonguay, Guillaume Cyr, Isabelle Giroux, Juliette Maxyme Proulx",Canada,"March 27, 2020",2020,83,An accident at a remote training camp leaves a group of survivalists bitterly divided — and caught in a brutal fight for their lives.,Action
+s6288,Movie,The Delivery Boy,Adekunle Nodash Adejuyigbe,"Jamal Ibrahim, Jemima Osunde, Charles Etubiebi, Jude Chukwuka, Chris Iheuwa, Kehinde Fasuyi",Nigeria,"May 14, 2020",2018,67,A teen criminal and a young sex worker forge an unlikely alliance during a night that forces them to confront painful pasts and crises of conscience.,International Movies
+s6289,Movie,The Departed,Martin Scorsese,"Leonardo DiCaprio, Matt Damon, Jack Nicholson, Mark Wahlberg, Martin Sheen, Ray Winstone, Vera Farmiga, Anthony Anderson, Alec Baldwin, Kevin Corrigan",United States,"January 1, 2021",2006,151,Two rookie Boston cops are sent deep undercover – one inside the gang of a charismatic Irish mob boss and the other double-crossing his own department.,Dramas
+s6290,Movie,The Desert Bride,"Cecilia Atán, Valeria Pivato","Paulina García, Claudio Rissi",Argentina,"November 8, 2018",2017,78,"While traveling across Argentina to a new job, a longtime maid encounters a salesman who opens her eyes to life's beauty and possibilities.",Dramas
+s6291,Movie,The Detained,Blair Hayes,"Alex Frnka, Sarah Davenport, Henry Zaga, Coy Stewart, Jennifer Robyn Jacobs, Gillian Vigman, Kevin Blake",United States,"February 15, 2019",2017,85,Five high school students serving Saturday detention in a former corrections facility must find a way to outsmart an unseen menace out to kill them.,Horror Movies
+s6292,Movie,The Devil All The Time,Antonio Campos,"Tom Holland, Bill Skarsgård, Riley Keough, Robert Pattinson, Mia Wasikowska, Jason Clarke, Sebastian Stan, Haley Bennett, Harry Melling, Eliza Scanlen",United States,"September 16, 2020",2020,139,Sinister characters converge around a young man devoted to protecting those he loves in a postwar backwoods town teeming with corruption and brutality.,Dramas
+s6294,Movie,The Devil Inside,William Brent Bell,"Fernanda Andrade, Simon Quarterman, Evan Helmuth, Ionut Grama, Suzan Crowley, Bonnie Morgan, Brian Johnson",United States,"November 20, 2019",2012,84,"At once spooky and grisly, this thriller follows a woman's quest to find the truth behind claims her mother killed three people during an exorcism.",Horror Movies
+s6297,TV Show,The Devil Punisher,"Chang Chin-jung, Chen Rong-hui","Mike He, Ivy Shao, Anson Chen, Jane Chang, Roy Chang, Amanda Chou, Johnny Yang, Yin Chao-te, Tan Ai-Chen, Chen Bor-jeng, Dewi Chien",Taiwan,"October 26, 2020",2020,1,"A baker by day and demon fighter by night, a reincarnated deity must jog his amnesiac lover's memory of their millennium-long romance.",International TV
+s6299,Movie,The Devil's Mistress,Filip Renc,"Tatiana Pauhofová, Karl Markovics, Gedeon Burkhard, Simona Stasová, Martin Huba, Pavel Kríz, Zdenka Procházková, Anna Fialová, Lenka Vlasáková, Jirí Mádl",Czech Republic,"May 15, 2017",2016,110,"Before the dawn of World War II, an ambitious actress pursues her dreams in Berlin. But her plans derail when she becomes Joseph Goebbels’ mistress.",Dramas
+s6300,Movie,The Diabolical,Alistair Legrand,"Ali Larter, Arjun Gupta, Max Rose, Merrin Dungey, Chloe Perrin, Kurt Carley, Patrick Fischler, Wilmer Calderon, Tom Wright",United States,"August 1, 2018",2015,86,"Terrorized by unexplained disturbances and horrific visions in her home, a young widowed mother turns to her scientist boyfriend for help.",Horror Movies
+s6301,Movie,The Dirt,Jeff Tremaine,"Douglas Booth, Iwan Rheon, Colson Baker, Daniel Webber, David Costabile, Pete Davidson",United States,"March 22, 2019",2019,108,"In this unflinching biopic based on Mötley Crüe's best-selling book, four LA misfits navigate the monster highs and savage lows of music superstardom.",Comedies
+s6303,Movie,The Disaster Artist,James Franco,"James Franco, Dave Franco, Seth Rogen, Josh Hutcherson, Ari Graynor, Alison Brie, Jacki Weaver, Zac Efron, Hannibal Buress, Jason Mantzoukas, Nathan Fielder, Paul Scheer, Megan Mullally, Sharon Stone, Tommy Wiseau",United States,"June 1, 2020",2017,104,"Aspiring actor Greg moves to Los Angeles with his strange friend Tommy, then agrees to star in his movie. Things start weird and get a lot weirder.",Comedies
+s6306,Movie,The Discovery,Charlie McDowell,"Jason Segel, Rooney Mara, Robert Redford, Riley Keough, Jesse Plemons, Ron Canada",United States,"March 31, 2017",2017,102,"A scientist whose proof of an afterlife caused a rash of suicides forges ahead with his research, while his disapproving son falls for a troubled woman.",Dramas
+s6307,Movie,The Distinguished Citizen,"Gastón Duprat, Mariano Cohn","Oscar Martínez, Dady Brieva, Andrea Frigerio, Nora Navas, Manuel Vicente, Belén Chavanne, Marcelo D'Andrea, Gustavo Garzón",Argentina,"September 1, 2017",2016,113,"Worried he’s lost his artistic edge, a wealthy expat novelist returns to his backwater hometown in Argentina, where he’s regarded as a local hero.",Comedies
+s6308,Movie,The Do-Over,Steven Brill,"Adam Sandler, David Spade, Paula Patton, Kathryn Hahn, Nick Swardson, Catherine Bell, Michael Chiklis, Natasha Leggero, Sean Astin",United States,"May 27, 2016",2016,109,The life of a bank manager is turned upside down when a friend from his past manipulates him into faking his own death and taking off on an adventure.,Action
+s6309,Movie,The Doll,Rocky Soraya,"Shandy Aulia, Denny Sumargo, Sara Wijayanto, Vitta Mariana Barrazza, Demian Aditya, Faiza Mahnur, Hans Gunawan, Aslam Abad, Annette Edoarda, Wenty Mamenda",Indonesia,"January 15, 2019",2016,106,"Eerie things begin to happen after a man gives his wife a doll, unaware it once belonged to a girl who was murdered. The first of the ""Doll"" films.",Horror Movies
+s6310,Movie,The Doll 2,Rocky Soraya,"Luna Maya, Herjunot Ali, Sara Wijayanto, Maria Sabta, Rydhen Afexi, Ira Ilva Sari, Shofia Shireen, Mega Carefansa, Wati Sudiyono, Princess Martinez",Indonesia,"January 15, 2019",2017,117,"A mother uses her deceased daughter’s doll as a medium to communicate with her, but the consequences are chilling. The second of the “Doll” films.",Horror Movies
+s6314,Movie,The Dreamer,Riri Riza,"Vikri Septiawan, Rendy Ahmad, Azwir Fitrianto, Maudy Ayunda",Indonesia,"October 4, 2018",2009,121,"A trio of friends struggles to make it through adolescence, all while hoping that bigger and better things await them.",Dramas
+s6315,Movie,The Drowning,Bette Gordon,"Josh Charles, Julia Stiles, Avan Jogia, Tracie Thoms, Leo Fitzpatrick, Mike Houston, Jasper Newell",United States,"September 1, 2017",2016,99,"Child psychologist Tom Seymour's testimony helped convict a boy of murder. Years later, their paths cross again, raising uncomfortable questions.",Thrillers
+s6316,Movie,The Drug King,Woo Min-ho,"Song Kang-ho, Cho Jung-seok, Bae Doona, Kim So-jin, Kim Dae-myung, Jo Woo-jin, Lee Hee-jun, Song Young-chang, Yoon Je-moon",South Korea,"February 21, 2019",2018,139,A petty smuggler from Busan dives headfirst into illicit drug trafficking in the 1970s and rises to become king of narcotics exports to Japan.,Dramas
+s6319,Movie,The Duel,Kieran Darcy-Smith,"Woody Harrelson, Liam Hemsworth, Alice Braga, Emory Cohen, Felicity Price, José Zúñiga, William Sadler",United States,"June 2, 2019",2016,110,"In 1866, a Texas Ranger investigates some suspicious deaths in a town ruled by a religious despot whose past contains a disturbing link to his own.",Dramas
+s6320,Movie,The Dukes of Hazzard,Jay Chandrasekhar,"Johnny Knoxville, Seann William Scott, Jessica Simpson, Burt Reynolds, M.C. Gainey, David Koechner, Kevin Heffernan, James Roday, Michael Roof, Joe Don Baker",United States,"January 1, 2020",2005,104,"The Duke boys are back in this comedy based on the TV series, following Bo and Luke as they tear around Hazzard County in their trusty Dodge Charger.",Action
+s6321,Movie,The Dukes of Hazzard: The Beginning,Robert Berlinger,"Randy Wayne, Jonathan Bennett, Joel David Moore, Willie Nelson, April Scott, Harland Williams, Christopher McDonald, Hal Williams, Sherilyn Fenn, Gary Cole",United States,"January 1, 2020",2007,95,"The mischievous Duke boys, Bo and Luke, are sent to live with their Uncle Jesse and cousin Daisy in this prequel movie to the popular TV series.",Action
+s6323,TV Show,The Eddy,"Damien Chazelle, Houda Benyamina, Laïla Marrakchi, Alan Poul","André Holland, Joanna Kulig, Amandla Stenberg, Leïla Bekhti, Tahar Rahim, Benjamin Biolay, Adil Dehbi, Melissa George, Lada Obradovic, Tchéky Karyo, Randy Kerber, Elyes Aguis, Damian Nueva Cortes",United Kingdom,"May 8, 2020",2020,1,"The owner of a Paris jazz club gets tangled up with dangerous criminals as he fights to protect his business, his band and his teenage daughter.",International TV
+s6325,Movie,The Edge of Seventeen,Kelly Fremon Craig,"Hailee Steinfeld, Woody Harrelson, Kyra Sedgwick, Haley Lu Richardson, Blake Jenner, Hayden Szeto",United States,"February 1, 2019",2016,105,"When Nadine's best (and only) friend starts dating her detested older brother, the teenage cynic's life becomes even more unbearable.",Comedies
+s6326,Movie,The Eichmann Show,Paul Andrew Williams,"Martin Freeman, Anthony LaPaglia, Rebecca Front, Andy Nyman, Nicholas Woodeson, Ben Addis, Caroline Bartleet, Ed Birch, Dylan Edwards, Nathaniel Gleed, Ben Lloyd-Hughes, Vaidotas Martinaitis, Zora Bishop",United Kingdom,"August 31, 2017",2015,96,This is the astonishing true story behind a moment in TV history: the live 1961 broadcast of Nazi mass-murderer Adolf Eichmann's trial in Jerusalem.,Dramas
+s6328,Movie,The Emigrant,Youssef Chahine,"Khaled El Nabawy, Hanan Turk, Yousra, Mahmoud Hemeida, Safia el-Emari, Michel Piccoli, Ahmed Bedir",Egypt,"June 19, 2020",1994,130,Ram leaves the nomadic life and embarks on a quest for knowledge in a pharaonic Egypt mired in political intrigue. Based on a biblical story.,Dramas
+s6329,Movie,The End,Mohammed Alhmly,"Mohamed El Hemaly, Abdulla Al-khudr, Ghadeer Zayid, Heba El Dorry, Abdulaziz Al-mesallam, Meshal Al-farhan, Meshal Al-Mujibel, Ibrahim Al-Sheikhly, Souad al-Husseini, Soliman Elyassin",Kuwait,"May 17, 2020",2019,97,"A wrongly accused man is pursued by a dogged investigator in this action-comedy featuring car chases, dark humor and more than a few vampires.",Action
+s6330,Movie,The End of Evangelion,"Hideaki Anno, Kazuya Tsurumaki","Megumi Ogata, Kotono Mitsuishi, Megumi Hayashibara, Yuko Miyamura, Yuriko Yamaguchi, Fumihiko Tachiki, Motomu Kiyokawa, Koichi Yamadera, Takehito Koyasu, Hiro Yuki, Miki Nagasawa, Maria Kawamura, Mugihito, Akira Ishida",Japan,"June 21, 2019",1997,87,"Seele orders an all-out attack on NERV, aiming to destroy the Evas before Gendo can trigger Third Impact and Instrumentality under his control.",Action
+s6332,Movie,The End of the Tour,James Ponsoldt,"Jason Segel, Jesse Eisenberg, Becky Ann Baker, Anna Chlumsky, Joan Cusack, Mamie Gummer, Ron Livingston, Mickey Sumner",United States,"July 26, 2018",2015,106,"""Rolling Stone"" reporter David Lipsky shadows famed writer David Foster Wallace in this fictionalized account of their revealing five-day encounter.",Dramas
+s6333,Movie,The Endless,"Justin Benson, Aaron Moorhead","Aaron Moorhead, Justin Benson, Callie Hernandez, Lew Temple, James Jordan, Tate Ellington",United States,"September 19, 2018",2017,112,"As kids, they escaped a UFO death cult. Now, two adult brothers seek answers after an old videotape surfaces and brings them back to where they began.",Independent Movies
+s6334,Movie,The Endless Trench,"Aitor Arregi, Jon Garaño, Jose Mari Goenaga","Antonio de la Torre, Belén Cuesta, Vicente Vergara, José Manuel Poga, Emilio Palacios",Spain,"November 6, 2020",2019,148,"Fearing retribution, a Republican from the Spanish Civil War hides in his home for more than 30 years with the help of his wife. Based on true events.",Dramas
+s6338,Movie,The Evil Dead,Sam Raimi,"Bruce Campbell, Ellen Sandweiss, Richard DeManincor, Betsy Baker, Theresa Tilly, Bill Vincent, Scott Spiegel, Ivan Raimi, David Horton, John Cameron, Ted Raimi",United States,"January 10, 2020",1981,85,"During a stop at a remote cabin deep within the woods, a group of teens begins turning into flesh-eating zombies in director Sam Raimi's cult classic.",Classic Movies
+s6339,Movie,The Exception,David Leveaux,"Lily James, Jai Courtney, Christopher Plummer, Janet McTeer, Ben Daniels, Eddie Marsan, Anton Lesser, Mark Dexter, Kris Cuppens",United Kingdom,"July 26, 2019",2016,107,"During World War II, a Nazi officer charged with protecting an exiled Kaiser Wilhelm II from spies begins a steamy affair with a secretive Dutch maid.",Dramas
+s6341,Movie,The Eyes of My Mother,Nicolas Pesce,"Kika Magalhães, Olivia Bond, Will Brill, Flora Diaz, Paul Nazak, Clara Wong, Diana Agostini",United States,"April 6, 2017",2016,76,"At the remote farmhouse where she once witnessed a traumatic childhood event, a young woman develops a grisly fascination with violence.",Horror Movies
+s6342,Movie,The F**k-It List,Michael Duggan,"Eli Brown, Madison Iseman, Marcus Scribner, Jerry O'Connell, Karan Brar, Tristan Lake Leabu, Peter Facinelli, Natalie Zea",United States,"July 1, 2020",2019,103,"After a prank blows up a studious high school senior's life, he shares a list of certain things he wishes he'd done differently — and maybe still can.",Comedies
+s6343,Movie,The Family,Luc Besson,"Robert De Niro, Michelle Pfeiffer, Tommy Lee Jones, Dianna Agron, John D'Leo, Jimmy Palumbo, Domenick Lombardozzi, Stan Carp, Vincent Pastore, Jon Freda",France,"June 1, 2020",2013,112,"The Manzonis, an infamous mob family, are relocated to Normandy, France, by the witness protection program and have some difficulty fitting in.",Action
+s6345,TV Show,The Fear,Michael Samuels,"Peter Mullan, Anastasia Hille, Harry Lloyd, Paul Nicholls, Demosthenes Chrysan, Dragos Bucur, Shaban Arifi, Julia Ragnarsson, Danny Sapani, Nigel Lindsay, Osy Ikhile, Sidney Kean, Lisa McAllister, Catherine Winter, Amarildo Kola, Julius Peter Wells",United Kingdom,"March 31, 2017",2012,1,"Richie Beckett is an aging Brighton crime boss who's struggling with the onset of dementia, just as a rival gang is trying to take over his territory.",British TV
+s6347,Movie,The Feels,Jenée LaMarque,"Jenée LaMarque, Angela Trimbur, Constance Wu, Josh Fadem, Ever Mainard",United States,"July 1, 2018",2018,88,"During their bachelorette weekend, a lesbian couple's relationship hits a snag when one of the brides confesses to never having an orgasm.",Comedies
+s6349,Movie,The Fighter,David O. Russell,"Mark Wahlberg, Christian Bale, Amy Adams, Melissa Leo, Jack McGee, Melissa McMeekin, Bianca Hunter, Erica McDermott, Dendrie Taylor, Jill Quigg, Kate B. O'Brien, Sugar Ray Leonard",United States,"January 13, 2019",2010,116,"After a string of defeats, a boxer rediscovers his fighting will with help from his trainer and half-brother, a once-talented pugilist.",Dramas
+s6350,Movie,The Figurine (Araromire),Kunle Afolayan,"Ramsey Nouah, Omoni Oboli, Kunle Afolayan, Funlola Aofiyebi, Tosin Sido, David J. Oserwe, Kate Adepegba, Muraina Oyelami, Wale Adebayo, Ombo Gogo Ombo",Nigeria,"October 1, 2019",2009,121,"When a pair of friends discovers a mystical sculpture in an abandoned shrine, good fortune is bestowed upon them – until luck starts running out.",Horror Movies
+s6351,Movie,The Final Destination,David R. Ellis,"Bobby Campo, Shantel VanSanten, Nick Zano, Haley Webb, Mykelti Williamson, Krista Allen, Andrew Fiscella, Justin Welborn, Stephanie Honoré",United States,"January 1, 2020",2009,82,"Nick O'Bannon thinks he's cheated death when he keeps a grisly premonition from becoming reality, but he soon realizes that fate has other plans.",Horror Movies
+s6354,Movie,The First Line,"Coerte Voorhees, John Voorhees","Pantelis Kodogiannis, Kassandra Voyagis, Paul Freeman, Michael Byrne, Georges Corraface, Yorgo Voyagis, Giancarlo Giannini, Kelly Eleftheriou",United States,"September 20, 2016",2014,87,Two determined Athenian attorneys spearhead a lawsuit against the British Museum for the return of the Parthenon Marbles to Greece.,Dramas
+s6355,Movie,The First Temptation of Christ,Rodrigo Van Der Put,"Gregorio Duvivier, Fábio Porchat, Antonio Tabet, Evelyn Castro, Rafael Portugal, Robson Nunes, João Vicente de Castro, Estevam Nabote, Thati Lopes, Karina Ramil, Sura Berditchevsky, Fábio de Luca",Brazil,"December 3, 2019",2019,46,"Jesus, who's hitting the big 3-0, brings a surprise guest to meet the family. A Christmas special so wrong, it must be from comedians Porta dos Fundos.",Comedies
+s6356,Movie,The First Wives Club,Hugh WIlson,"Bette Midler, Goldie Hawn, Diane Keaton, Maggie Smith, Dan Hedaya, Sarah Jessica Parker, Stockard Channing, Victor Garber, Stephen Collins, Marcia Gay Harden, Jennie Dundas, Elizabeth Berkley, Eileen Heckart, Bronson Pinchot, Rob Reiner",United States,"November 20, 2019",1996,103,"Following a friend's suicide after her husband dumps her for a younger model, three women plot payback against their two-timing exes.",Comedies
+s6357,TV Show,The Five,Mark Tonderai,"Tom Cullen, O.T. Fagbenle, Lee Ingleby, Sarah Solemani, Hannah Arterton, Geraldine James, Michael Maloney, Rade Serbedzija, Jonathan Kerrigan, Don Warrington, Sophia La Porta",United Kingdom,"September 15, 2017",2016,1,"Twenty years after 5-year-old Jesse disappears near his home, his DNA turns up at the scene of a woman's murder, baffling his family and the police.",British TV
+s6358,Movie,The Five Venoms,Cheh Chang,"Philip Kwok, Chien Sun, Sheng Chiang, Feng Lu, Meng Lo, Pai Wei, Lung Wei Wang, Feng Ku, Shu Pei Sun, Sun Chien",Hong Kong,"July 31, 2018",1978,97,A dying kung fu master sends his last student to track down five former pupils in order to learn which one of them has become evil.,Action
+s6360,TV Show,The Flash,Glen Winter,"Grant Gustin, Candice Patton, Danielle Panabaker, Carlos Valdes, Tom Cavanagh, Jesse L. Martin, Neil Sandilands, Britne Oldford, Danielle Nicolet, Keiynan Lonsdale, Kim Engelbrecht",United States,"May 20, 2020",2019,6,A forensics expert who wakes from a coma with amazing new powers squares off against forces threatening the city in this live-action superhero romp.,Crime TV
+s6361,Movie,The Flintstones,Brian Levant,"John Goodman, Elizabeth Perkins, Rick Moranis, Rosie O'Donnell, Kyle MacLachlan, Halle Berry, Elizabeth Taylor, Dann Florek, Sam Raimi, Harvey Korman",United States,"October 1, 2019",1994,91,The Flintstones hit the big screen in this live-action comedy that finds Fred and Barney struggling to cope with the pressures of work and family.,Children
+s6362,Movie,The Flintstones in Viva Rock Vegas,Brian Levant,"Mark Addy, Stephen Baldwin, Kristen Johnston, Jane Krakowski, Joan Collins, Thomas Gibson, Alan Cumming",United States,"October 1, 2019",2000,91,"Yabba-dabba-doo! Digital dinosaurs rule the day when Fred, Barney, Betty and Wilma take Vegas by storm in this prequel that posits their lives before marriage.",Children
+s6363,Movie,The Florida Project,Sean Baker,"Brooklynn Prince, Bria Vinaite, Willem Dafoe, Christopher Rivera, Valeria Cotto, Macon Blair, Caleb Landry Jones",United States,"April 6, 2020",2017,111,A mischievous 6-year-old finds the magic in her own circumstances while living with her troubled mom in a budget motel near Disney World.,Dramas
+s6364,Movie,The Flying Guillotine,Meng Hua Ho,"Kuan Tai Chen, Feng Ku, Hung Wei, Wu Chi Liu, Yang Chiang",Hong Kong,"July 28, 2018",1975,101,"In Qing-dynasty China, the emperor commands that a weapon be invented to kill at a distance without a trace. Then he orders it used on its wielders.",Action
+s6365,Movie,The Forbidden Kingdom,Rob Minkoff,"Jackie Chan, Jet Li, Collin Chou, Liu Yifei, Li Bingbing, Michael Angarano, Morgan Benoit, Juana Collignon, Wang Deshun, Thomas McDonell",United States,"July 1, 2019",2008,104,Jackie Chan and Jet Li star in this rousing adventure about a martial arts movie fan who finds a mystical staff that transports him to ancient China.,Action
+s6367,Movie,The Foreigner,Martin Campbell,"Pierce Brosnan, Katie Leung, Manolo Cardona, Charlie Murphy, Pippa Bennett-Warner, Rufus Jones, Dermot Crowley, Jackie Chan, Simon Kunz, Rory Fleck Byrne, Liu Tao, Michael McElhatton, Orla Brady, David Pearse",United Kingdom,"February 14, 2020",2017,113,"After his daughter is killed by terrorists, a sullen restaurateur seeks the identities of those responsible and travels to Ireland to take vengeance.",Action
+s6368,Movie,The Forest,Jason Zada,"Natalie Dormer, Taylor Kinney, Yukiyoshi Ozawa, Eoin Macken, Stephanie Vogt, Rina Takasaki, Noriko Sakura, Yuho Yamashita",United States,"February 16, 2020",2016,93,"A young woman conducts a search for her twin sister, who disappeared in a notorious area of Japan known as the Suicide Forest.",Horror Movies
+s6369,Movie,The Forest of Love,Sion Sono,"Kippei Shiina, Shinnosuke Mitsushima, Kyooko Hinami, Eri Kamataki, Young Dais, Natsuki Kawamura, Yuzuka Nakaya, Dai Hasegawa, Chiho Fujii, Sei Matobu, Denden",Japan,"October 11, 2019",2019,151,A con man and a would-be filmmaking crew force themselves into the lives of two grief-scarred young women. But nothing is as it seems.,Dramas
+s6370,TV Show,The Forest of Love: Deep Cut,Sion Sono,"Kippei Shiina, Shinnosuke Mitsushima, Kyooko Hinami, Eri Kamataki, Young Dais, Natsuki Kawamura, Yuzuka Nakaya, Dai Hasegawa, Chiho Fujii, Sei Matobu, Denden",Japan,"April 30, 2020",2020,1,Nothing's as it seems when a charismatic conman and an aspiring film crew delve into the lives of two emotionally scarred women.,Crime TV
+s6371,Movie,The Forgotten,Oliver Frampton,"Clem Tibber, Elarica Johnson, James Doherty, Shaun Dingwall, Lyndsey Marshal",United Kingdom,"September 11, 2017",2014,89,"After a teenager goes to live with his father in abandoned public housing, he hears strange noises and decides to investigate with his new friend.",Horror Movies
+s6372,Movie,The Forty-Year-Old Version,Radha Blank,"Radha Blank, Peter Kim, Oswin Benjamin, Imani Lewis, Haskiri Velazquez, Antonio Ortiz, T.J. Atoms, Reed Birney",United States,"October 9, 2020",2020,124,"Desperate for a breakthrough as she nears the big 4-0, struggling New York City playwright Radha finds inspiration by reinventing herself as a rapper.",Comedies
+s6374,Movie,The Founder,John Lee Hancock,"Laura Dern, B.J. Novak, Patrick Wilson, John Carroll Lynch, Ric Reitz, John Carroll, Nick Offerman, Michael Keaton, Wilbur Fitzgerald, Linda Cardellini",United States,"August 21, 2020",2016,115,"After a fateful encounter with the McDonald brothers, struggling salesman Ray Kroc becomes driven to change the way hamburgers are made and sold.",Dramas
+s6376,Movie,The Free Man,Toa Fraser,Jossi Wells,New Zealand,"October 1, 2017",2016,84,Olympic freestyle skier Jossi Wells learns the dangerous extreme sport of highlining with help from death-defying daredevils the Flying Frenchies.,Documentaries
+s6378,Movie,The Frozen Ground,Scott Walker,"Nicolas Cage, John Cusack, Vanessa Hudgens, Dean Norris, Radha Mitchell, 50 Cent, Kevin Dunn, Olga Valentina, Michael McGrady, Jodi Lyn O'Keefe",United States,"August 27, 2020",2013,106,"In this fact-based thriller, an Alaska state trooper pursuing a serial killer teams with a 17-year-old-prostitute who escaped the predator's clutches.",Dramas
+s6379,Movie,The Fundamentals of Caring,Rob Burnett,"Paul Rudd, Craig Roberts, Selena Gomez, Jennifer Ehle, Megan Ferguson, Frederick Weller, Bobby Cannavale",United States,"June 24, 2016",2016,97,"In this inspirational buddy comedy, a young shut-in and his caregiver take a road trip in search of landmarks, but end up finding hope and friendship.",Comedies
+s6381,Movie,The Fury of a Patient Man,Raúl Arévalo,"Antonio de la Torre, Luis Callejo, Ruth Díaz, Raúl Jiménez, Manolo Solo, Font García, Pilar Gómez, Alicia Rubio",Spain,"February 15, 2017",2016,92,"After his lover is killed in a jewelry store robbery, quiet José romances café owner Ana, who's unaware he has other motivations.",International Movies
+s6384,Movie,The Game Changers,Louie Psihoyos,"Arnold Schwarzenegger, Lewis Hamilton, James Wilks, Patrik Baboumian, Scott Jurek, Nimai Delgado, Morgan Mitchell, Rip Esselstyn, Dotsie Bausch, Damien Mander, Michael Thomas, Dr. Dean Ornish, David Goldman",United States,"October 16, 2019",2018,86,"Special Forces trainer James Wilks asks elite athletes to compare the merits of meat, protein and plants for building strength. Spoiler: plants win.",Documentaries
+s6385,Movie,The Garden of Words,Makoto Shinkai,"Miyu Irino, Kana Hanazawa, Fumi Hirano, Takeshi Maeda, Yuka Terasaki, Takanori Hoshino, Suguru Inoue, Megumi Han, Mikako Komatsu, Yuki Hayashi",Japan,"November 15, 2019",2013,46,"When a lonely teenager skips his morning classes to sit in a lovely garden, he meets a mysterious older woman who shares his feelings of alienation.",Anime Features
+s6387,Movie,The Gathering,Nia Dinata,"Cut Mini Theo, Tora Sudiro, Aida Nurmala, Surya Saputra, Rachel Maryam Sayidina, Trey Gondokusumo, Lili Harahap, Aurora Yahya, Wilza Lubis, Nico Siahaan",Indonesia,"December 8, 2018",2003,124,"Between divorce, bad relationships and coming out as gay, a group of affluent friends realize that none of their lives are as easy as they seem.",Comedies
+s6390,Movie,The Ghost and the Tout,Charles Uwagbai,"Toyin Abraham, Sambasa Nzeribe, Chioma Chukwuka Akpotha, Chioma Omeruah, Chiwetalu Agu, Dele Odule, Femi Adebayo, Bayray McNwizu, Biodun Stephen",Nigeria,"February 14, 2020",2018,100,"Boisterous hustler Isla, whose life consists of brawling and drinking, acquires the ability to see ghosts, including the recently deceased Mike.",Comedies
+s6391,TV Show,The Ghost Bride,Quek Shio-chuan,"Huang Peijia, Wu Kang-jen, Ludi Lin, Janet Hsieh, Kuang Tian, Susan Leong, Jordan Voon, Angeline Tan, Jojo Goh, Teresa Daley",Taiwan,"January 23, 2020",2020,1,"In 1890s Malacca, Li Lan finds herself in the afterlife and becomes mired in a mystery linked to the sinister, deceased son of a wealthy family.",International TV
+s6392,Movie,The Ghost Who Walks,Cody Stokes,"Garland Scott, Frank Mosley, Alexia Rasmussen, Gil Darnell, Dasha Nekrasova, Nattalyee Randall, Linda Kennedy, Peter Mayer, Curtis York, Dennis Lebby",United States,"April 7, 2020",2019,107,"Desperate to meet his daughter, a convict cuts a deal by ratting out his old boss. Free and searching for his family, he must dodge a hit on his life.",Dramas
+s6393,Movie,The Giant,"Aitor Arregi, Jon Garaño","Joseba Usabiaga, Eneko Sagardoy, Iñigo Aranburu, Ramón Aguirre, Aia Kruse, Iñigo Azpitarte",Spain,"November 15, 2018",2017,115,"In 1843, crippled Martin returns from war to his Basque hometown and finds his brother has grown into a giant, which they turn into a circus act.",Dramas
+s6395,Movie,The Girl Allergic to Wi-Fi,Jun Lana,"Sue Ramirez, Jameson Blake, Markus Paterson, Angellie Saño",Philippines,"August 21, 2019",2018,104,"When an internet-obsessed teen develops a rare illness that forces her to move to a remote town, she must navigate her relationships without technology.",International Movies
+s6396,Movie,The Girl from the Song,Ibai Abad,"Lewis Rainer, Josephine Berry, Charlotte Atkinson, Charles MacGechan",Spain,"November 24, 2017",2016,101,"When an aspiring musician falls for a carefree college student, he follows her to the Nevada desert to declare his love to her and find himself.",Dramas
+s6397,Movie,The Girl with the Dragon Tattoo,David Fincher,"Daniel Craig, Rooney Mara, Christopher Plummer, Stellan Skarsgård, Steven Berkoff, Robin Wright, Yorick van Wageningen, Joely Richardson, Geraldine James, Goran Visnjic",United States,"January 5, 2021",2011,158,"When a young computer hacker is tasked with investigating a prying journalist, their separate missions become entangled amid a decades-old conspiracy.",Dramas
+s6400,Movie,The Golem,"Doron Paz, Yoav Paz","Hani Furstenberg, Ishai Golan, Kirill Cernyakov, Brynie Furstenberg, Lenny Ravitz, Alexey Tritenko, Adi Kvetner, Mariya Khomutova, Veronika Shostak, Konstantin Anikienko",Israel,"June 26, 2019",2018,95,"As sickness spreads throughout the countryside, an infertile woman conjures a living child out of clay and sets it loose on her enemies.",Horror Movies
+s6402,Movie,The Good Catholic,Paul Shoulberg,"Zachary Spicer, Wrenn Schmidt, Danny Glover, John C. McGinley",United States,"January 24, 2018",2017,97,A young priest’s faith is tested when he finds himself attracted to a woman he meets at confession and his ideals are shaken to the core.,Comedies
+s6405,Movie,The Good Neighbor,Kasra Farahani,"James Caan, Logan Miller, Keir Gilchrist, Laura Innes, Edwin Hodge, Anne Dudek, Bailey Noble, Lili Reinhart, Mindy Sterling",United States,"December 5, 2016",2016,97,"Two tech-savvy teens plot to fool a cranky old neighbor into believing his house is haunted, but their cruel prank soon takes some unexpected turns.",Dramas
+s6407,Movie,"The Goods: Live Hard, Sell Hard",Neal Brennan,"Jeremy Piven, Ving Rhames, James Brolin, David Koechner, Kathryn Hahn, Ed Helms, Jordana Spiro, Tony Hale, Ken Jeong, Rob Riggle, Kristen Schaal, Alan Thicke, Jonathan Sadowski, Joey Kern, Craig Robinson",United States,"November 20, 2019",2009,89,"Hired to rescue a flagging car dealership during a major sale, a fast-talking closer spends his days on the lot and his nights at local strip clubs.",Comedies
+s6409,Movie,The Gospel of John,David Batty,"Selva Rasalingam, Mourad Zaoui, El Mahmoudi M'Barek, Abdelilah Wahbi, Abdelaziz N'Mila, Ait Youssef Youssef, David Harewood",United Kingdom,"October 20, 2018",2014,161,"In the first of four word-for-word film adaptations, Aramaic-speaking actors re-create the stories of Jesus' life from the fourth gospel.",Dramas
+s6410,Movie,The Gospel of Luke,David Batty,"Selva Rasalingam, Karima Gouit, Mourad Zaoui, El Mahmoudi M'Barek, Abdelilah Wahbi, Abdelaziz N'Mila, Ait Youssef Youssef, Mohamed El Korchi, Ramdane Aala",United States,"October 19, 2018",2015,205,Word-for-word Bible texts of the entire book of Luke are narrated and re-enacted in this epic production of the Gospel's accounts of Jesus's life.,Dramas
+s6414,Movie,The Grandmaster,Wong Kar Wai,"Tony Leung Chiu-wai, Zhang Ziyi, Chang Chen, Xiao Shen-Yang, Zhao Benshan, Song Hye-kyo, Wang Qingxiang, Zhang Jin, Lo Hoi-pang, Cung Le, Julian Cheung",Hong Kong,"September 26, 2019",2013,108,"As the Japanese invasion looms, Chinese kung fu master Ip Man's world changes when rival master Gong Er and her father arrive in his village.",Action
+s6416,TV Show,The Great British Baking Show,Andy Devonshire,"Mel Giedroyc, Sue Perkins, Mary Berry, Paul Hollywood",United Kingdom,"September 25, 2020",2020,8,"A talented batch of amateur bakers face off in a 10-week competition, whipping up their best dishes in the hopes of being named the U.K.'s best.",British TV
+s6420,Movie,The Great Gambler,Shakti Samanta,"Amitabh Bachchan, Zeenat Aman, Neetu Singh, Prem Chopra, Utpal Dutt, Madan Puri, Om Shivpuri, Iftekhar, Sujit Kumar, Roopesh Kumar",India,"December 31, 2019",1979,161,"After unwittingly using his skills to obtain military secrets, a gambler is pursued by a police officer who happens to be his doppelgänger.",Action
+s6423,Movie,The Great Magician,Yee Tung-Shing,"Tony Leung Chiu Wai, Lau Ching Wan, Zhou Xun, Wu Gang, Ni Yan, Paul Chun, Kenya Sawada, Lam Suet",Hong Kong,"May 11, 2019",2011,128,"In 1920s Beijing, a host of talented performers gather to show off their skills. The challenge: reproduce a magic trick called the Eight Immortals.",Action
+s6424,Movie,The Great Raid,John Dahl,"Benjamin Bratt, James Franco, Connie Nielsen, Marton Csokas, Joseph Fiennes, Motoki Kobayashi, Robert Mammone, Natalie Mendoza, Cesar Montano, James Carpinello, Mark Consuelos, Sam Worthington, Craig McLachlan, Max Martini, Clayne Crawford",United States,"November 1, 2019",2005,133,"In World War II, a battalion goes on a daring rescue mission to liberate the Americans and Filipinos who've been captured by the Japanese.",Action
+s6426,Movie,The Green Hornet,Michel Gondry,"Seth Rogen, Jay Chou, Cameron Diaz, Tom Wilkinson, Christoph Waltz, David Harbour, Edward James Olmos, Jamie Harris, Chad L. Coleman, Edward Furlong",United States,"April 18, 2020",2011,119,"A hard-partying heir dons a disguise to fight crime after hours. But with no talents or skills, he relies on his friend, a martial-arts genius.",Action
+s6427,Movie,The Green Inferno,Eli Roth,"Ignacia Allamand, Daryl Sabara, Nicolás Martínez, Lorenza Izzo, Ariel Levy, Magda Apanowicz, Sky Ferreira, Kirby Bliss Blanton, Aaron Burns, Ramón Llao, Richard Burgi",United States,"November 16, 2019",2013,101,"Determined to save an Amazon tribe being squeezed by logging, a group of students finds nothing but trouble when their plane crashes in the jungle.",Horror Movies
+s6428,Movie,The Guardian Brothers,Gary Wang,"Edward Norton, Dan Fogler, Mike Birbiglia, Bella Thorne, Randall Park, Mel Brooks, Nicole Kidman, Meryl Streep",China,"September 1, 2017",2016,86,"When a Chinese family's soup shop is targeted for sabotage by a competitor, two guardians from the spirit world leave retirement to protect them.",Children
+s6429,Movie,The Guernsey Literary and Potato Peel Pie Society,Mike Newell,"Lily James, Michiel Huisman, Penelope Wilton, Tom Courtenay, Jessica Brown Findlay, Katherine Parkinson, Matthew Goode",United Kingdom,"August 10, 2018",2018,124,A London writer bonds with the colorful residents of Guernsey as she learns about the book club they formed during the WWII German occupation.,Dramas
+s6432,Movie,The Half Of It,Alice Wu,"Leah Lewis, Daniel Diemer, Alexxis Lemire, Wolfgang Novogratz, Collin Chou, Becky Ann Baker, Enrique Murciano, Macintyre Dixon, Catherine Curtin",United States,"May 1, 2020",2020,105,"When smart but cash-strapped teen Ellie Chu agrees to write a love letter for a jock, she doesn't expect to become his friend — or fall for his crush.",Comedies
+s6433,Movie,The Happytime Murders,Brian Henson,"Melissa McCarthy, Elizabeth Banks, Maya Rudolph, Bill Barretta, Leslie David Baker, Joel McHale, Dorien Davies, Cynthy Wu, Michael McDonald, Mitch Silpa",United States,"December 1, 2020",2018,91,"In an LA where puppets and humans coexist, a down-on-his-luck detective teams with his ex-partner to nab a killer targeting the cast of an old TV show.",Action
+s6434,Movie,The Hard Way,Keoni Waxman,"Michael Jai White, Luke Goss, Randy Couture, Madalina Anea, Grant Campbell, George Remes, Ovidiu Niculescu, Adreea Diac, Michaela Holla, Bogden Farcas",United States,"March 5, 2019",2019,94,"After learning his brother died on a mission in Romania, a former soldier teams up with two allies to hunt down a mysterious enemy and exact revenge.",Action
+s6435,Movie,The Hateful Eight,Quentin Tarantino,"Samuel L. Jackson, Kurt Russell, Jennifer Jason Leigh, Walton Goggins, Demián Bichir, Tim Roth, Michael Madsen, Bruce Dern, James Parks, Dana Gourrier, Channing Tatum, Zoë Bell",United States,"October 25, 2017",2015,168,"Years after the Civil War, a bounty hunter and his captive are waylaid by a Wyoming blizzard and hole up in a way station with six dicey strangers.",Action
+s6437,Movie,The Hater,Jan Komasa,"Maciej Musiałowski, Agata Kulesza, Danuta Stenka, Vanessa Aleksander, Maciej Stuhr, Jacek Koman, Adam Gradowski, Piotr Biedron, Martynika Kosnica",Poland,"July 29, 2020",2020,136,A duplicitous young man finds success in the dark world of social media smear tactics — but his virtual vitriol soon has violent real-life consequences.,Dramas
+s6438,Movie,The Hatred,Michael G. Kehoe,"Sarah Davenport, Andrew Divoff, Gabrielle Bourne, Bayley Corman, Alisha Wainwright, Nina Siemaszko, Shae Smolik, David Naughton, Amanda Wyss, Darby Walker",United States,"December 11, 2017",2017,94,Four young women head to a country house for an idyllic weekend retreat. But what lies in store for them is far from the dreamy getaway they imagined.,Horror Movies
+s6442,Movie,The Haunting of Molly Hartley,Mickey Liddell,"Haley Bennett, Jake Weber, Chace Crawford, Shannon Woodward, Shanna Collins, AnnaLynne McCord, Marin Hinkle, Nina Siemaszko, Josh Stewart, Jessica Lowndes, Randy Wayne",United States,"October 4, 2018",2008,85,"A troubled teenage girl hopes to start fresh at a new school, but the horrifying truth about her past is destined to catch up with her.",Horror Movies
+s6443,Movie,The Healer,Paco Arango,"Oliver Jackson-Cohen, Camilla Luddington, Jonathan Pryce, Jorge García, Kaitlyn Bernard",Spain,"June 1, 2020",2017,108,"A handyman who has hit rock bottom agrees to live with his distant uncle, who insists that his ability to fix things extends beyond the repair shop.",Children
+s6445,Movie,The Heartbreak Club,"Charles Gozali, Bagus Bramanti","Bhisma Mulia, Denira Wiraguna, Didi Kempot, Sisca JKT48, Erick Estrada, Asri Welas, Mo Sidik, Emil Kusumo, Dede Satria, Rezca Syam",Indonesia,"January 14, 2021",2020,101,"Coping with heartbreak, the shy owner of a floundering cafe finds solace in the Javanese love songs of Didi Kempot.",Comedies
+s6446,Movie,The Heartbreak Kid,"Bobby Farrelly, Peter Farrelly","Ben Stiller, Michelle Monaghan, Jerry Stiller, Malin Akerman, Stephanie Courtney, Rob Corddry, Carlos Mencia, Ali Hillis, Danny McBride, Scott Wilson",United States,"May 1, 2020",2007,116,"Ben Stiller stars as a newlywed who marries a dreamy woman, only to learn on their honeymoon that she's a total nightmare.",Comedies
+s6448,Movie,The Help,Tate Taylor,"Emma Stone, Viola Davis, Bryce Dallas Howard, Octavia Spencer, Jessica Chastain, Ahna O'Reilly, Allison Janney, Anna Camp, Cicely Tyson, Mike Vogel, Sissy Spacek, Mary Steenburgen, Carol Sutton, Dana Ivey, Amy Beckwith, Aunjanue Ellis, Kelsey Scott, Lauren Miller, Tarra Riggs, Wes Chatham, Ashley Johnson, Roslyn Ruff, Brian Kerwin, Shane McRae, Chris Lowell, Charles Cooper, Leslie Jordan, La Chanze, Elizabeth Smith, Nelsan Ellis, Ritchie Montgomery, Ted Welch, David Oyelowo, Tiffany Brouwer",United States,"June 1, 2020",2011,147,"A young, white writer stirs up the status quo in 1960s Mississippi by interviewing Black housemaids and bringing their stories to the masses.",Dramas
+s6449,Movie,The Heretics,Chad Archibald,"Nina Kiri, Ry Barrett, Jorja Cadence, Will King, Nina Richmond",Canada,"September 4, 2019",2017,88,A withdrawn young woman hunted by a malicious cult is abducted by a brooding stranger and undergoes a bizarre transformation.,Horror Movies
+s6450,Movie,The Heroes of Evil,Zoe Berriatúa,"Emilio Palacios, Jorge Clemente, Beatriz Medina, Macarena Gómez, Olivia Baglivi, Paula Soldevila, Nacho Coronado, Beatriz Olivares",Spain,"June 1, 2016",2015,99,"Three teenage misfits find camaraderie in sex, violence and petty crime. But what starts as a lark soon threatens to damage them beyond repair.",Dramas
+s6451,Movie,The Heyday of the Insensitive Bastards,"Mark Columbus, Lauren Hoekstra, Sarah Kruchowski, Ryan Moody, Simon Savelyev, Vanita Shastry, Shadae Lamar Smith, Jeremy David White","James Franco, Rico Rodriguez, Abigail Spencer, Natalie Portman, Kristen Wiig, Amber Tamblyn, Jim Parrack, Kate Mara, Thomas Mann, Matthew Modine, Jacob Loeb",United States,"February 26, 2018",2017,96,An all-star cast brings to life the short stories of author Robert Boswell in this anthology series of vignettes set in modern-day America.,Dramas
+s6452,Movie,The Highwaymen,John Lee Hancock,"Kevin Costner, Woody Harrelson, Kathy Bates, John Carroll Lynch, Thomas Mann, Kim Dickens, W. Earl Brown, William Sadler",United States,"March 29, 2019",2019,132,Two steely former Texas Rangers are tasked with tracking and killing infamous criminals Bonnie and Clyde in this crime drama based on real events.,Dramas
+s6453,Movie,The History of Future Folk,"John Mitchell, Jeremy Kipp Walker","Nils d'Aulaire, Jay Klaitz, Julie Ann Emery, April L. Hernandez, Onata Aprile, Dee Snider",United States,"December 23, 2020",2012,85,An alien ordered to colonize Earth abandons his mission when he hears music for the first time and is determined to save his adopted planet.,Action
+s6454,TV Show,The Hockey Girls,"Kiko Cruz Claverol, Patricia Font","Iria del Río, Nora Navas, Josep Linuesa, Natàlia Barrientos, Dèlia Brufau, Yasmina Drissi Sales, Júlia Gibert, Mireia Oriol, Asia Ortega Leiva, Claudia Riera, Mireia Aixalà, Juli Fàbregas, Àgata Roca, Marc Clotet",Spain,"September 20, 2019",2019,1,"The passionate members of a girls' roller hockey team chase down victories in the rink while striving to make time for school, family and romance.",International TV
+s6455,Movie,The Holiday Calendar,Bradley Walsh,"Kat Graham, Quincy Brown, Ethan Peck, Ron Cephas Jones, Genelle Williams, Ali Hassan, Rodrigo Fernandez-Stoll, Laura de Carteret, Kevin Hanchard, Romaine Waite",United States,"November 2, 2018",2018,95,A talented photographer stuck in a dead-end job inherits an antique Advent calendar that may be predicting the future – and pointing her toward love.,Dramas
+s6458,Movie,The Hollow Point,Gonzalo López-Gallego,"Patrick Wilson, Ian McShane, John Leguizamo, Lynn Collins, Jim Belushi, Karli Hall, David H. Stevens, Derek Boone",United States,"March 16, 2017",2016,97,New straight-arrow sheriff Wallace finds he must join forces with brutal ex-lawman Leland to protect a troubled border town from a cartel hit man.,Action
+s6460,Movie,The Holy Man,Note Chern-Yim,"Pongsak Pongsuwan, Note Chern-Yim, Sarawut Phumthong, Savika Chaiyadej, Somlek Sakdikul, Petchtai Wongkamlao",Thailand,"July 25, 2018",2005,92,"Formerly a troubled youth, a monk is given charge of a Buddhist temple neglected by superstitious villagers under the spell of a fake psychic.",Comedies
+s6464,Movie,The House Next Door,Milind Rau,"Siddharth, Andrea Jeremiah, Anisha Victor, Atul Kulkarni, Suresh, Prakash Belawadi",India,"January 9, 2018",2017,135,"In this Hindi version of ""Aval,"" a young couple's relationship is shaken to its core when a mysterious and troubled family moves into the neighborhood.",Horror Movies
+s6469,Movie,The Hows of Us,Cathy Garcia-Molina,"Kathryn Bernardo, Daniel Padilla, Darren Espanto, Jean Garcia, Susan Africa, Ria Atayde, Kit Thompson, Odette Khan, Alwyn Uytingco, Juan Miguel Severo",Philippines,"October 22, 2020",2018,120,"A young couple's house was once a happy home. But with one as the breadwinner and the other looking for a big break, can love still live here?",Dramas
+s6471,Movie,The Humanity Bureau,Rob W. King,"Nicolas Cage, Sarah Lind, Hugh Dillon, Jakob Davies, Vicellous Shannon, Kurt Max Runte, Lorne Cardinal, Jett Klyne, David Lovgren",Canada,"December 18, 2018",2017,94,"In a dystopian, near-future United States, a deportation caseworker who has begun to question authority tries to safeguard a woman and her young son.",Action
+s6472,Movie,The Hummingbird Project,Kim Nguyen,"Jesse Eisenberg, Alexander Skarsgård, Salma Hayek, Michael Mando, Sarah Goldberg, Anna Maguire, Frank Schorpion, Johan Heldenbergh, Kwasi Songui, Ayisha Issa",Canada,"October 22, 2020",2018,111,"After discovering a shortcut that gives them a technological advantage, two cousins look to earn their big score by outracing a massive corporation.",Dramas
+s6473,Movie,The Hundred-Foot Journey,Lasse Hallström,"Helen Mirren, Om Puri, Manish Dayal, Charlotte Le Bon, Amit Shah, Farzana Dua Elahe, Dillon Mitra, Aria Pandya",United States,"January 31, 2019",2014,123,"A chef and his family leave India to open an eatery in the south of France, where they clash with the haughty restaurateur across the street.",Comedies
+s6475,Movie,The Hurricane Heist,Rob Cohen,"Toby Kebbell, Maggie Grace, Ryan Kwanten, Ralph Ineson, Melissa Bolona, Ben Cross, Jamie Andrew Cutler",United Kingdom,"September 26, 2018",2018,103,A deadly hurricane with mile-high waves provides the perfect cover for stealing $600 million from a U.S. Treasury outpost in Mississippi.,Action
+s6476,Movie,The Hurt Business,Vlad Yudin,Kevin Costner,United States,"February 1, 2017",2016,111,"Featuring legendary and up-and-coming MMA fighters, this documentary details the history of the brutal sport and the fighters' struggles and triumphs.",Documentaries
+s6478,TV Show,The Idhun Chronicles,Maite Ruiz De Austri,"Michelle Jenner, Itzan Escamilla, Sergio Mur, Nico Romero, Carlos Cuevas",Spain,"January 8, 2021",2021,2,"A boy suddenly orphaned fights his parents' killer to save a planet, and discovers a new world of danger — and wonder.",Anime Series
+s6480,Movie,The Imaginarium of Doctor Parnassus,Terry Gilliam,"Heath Ledger, Christopher Plummer, Andrew Garfield, Verne Troyer, Lily Cole, Tom Waits, Johnny Depp, Colin Farrell, Jude Law",United Kingdom,"March 8, 2019",2009,123,"When a deal with the devil comes due, the immortal Doctor Parnassus must renegotiate the pact to save his daughter and right the wrongs of his past.",Action
+s6481,Movie,The Impossible,J.A. Bayona,"Naomi Watts, Ewan McGregor, Tom Holland, Samuel Joslin, Oaklee Pendergast, Marta Etura, Sönke Möhring, Geraldine Chaplin, Ploy Jindachote, Jomjaoi Sae-Limh",Spain,"November 1, 2020",2012,114,"Tracking one family's harrowing experiences, this gripping drama depicts the chaos generated by the massive 2004 tsunami in Southeast Asia.",Dramas
+s6485,Movie,The Incident,Isaac Ezban,"Raúl Méndez, Nailea Norvind, Hernán Mendoza, Humberto Busto, Fernando Álvarez Rebeil, Gabriel Santoyo, Paulina Montemayor, Héctor Mendoza, Leonel Tinajero, Marcos Moreno",Mexico,"June 19, 2017",2014,100,"Two criminals race down a stairwell, a cop close behind. A bickering family begins a road trip. Their journeys will take far longer than expected.",International Movies
+s6486,Movie,The Incredible Jessica James,Jim Strouse,"Jessica Williams, Chris O'Dowd, Lakeith Stanfield, Noël Wells, Taliyah Whitaker, Zabryna Guevara, Sarah Jones, Will Stephen, Susan Heyward, Megan Ketch",United States,"July 28, 2017",2017,84,"Burned by a bad breakup, a struggling New York City playwright makes an unlikely connection with a divorced app designer she meets on a blind date.",Comedies
+s6487,Movie,The Incredible Story of the Giant Pear,"Philip Einstein Lipski, Jørgen Lerdam, Amalie Næsby Fick","Paul Tylak, Susie Power, Roger Gregg, Dermot Magennis, Marcus Lamb, J. Drew Lucas",Denmark,"March 1, 2019",2018,75,"Sebastian the elephant and his feline friend Mithco sail on a gigantic peach to rescue Sunnytown's beloved mayor, who's stranded on a mysterious island.",Children
+s6488,Movie,The Incredibles 2,Brad Bird,"Craig T. Nelson, Holly Hunter, Samuel L. Jackson, Sarah Vowell, Huck Milner, Catherine Keener, Bob Odenkirk, Sophia Bush, Brad Bird, John Ratzenberger",United States,"January 30, 2019",2018,118,"When Elastigirl gets recruited for a high-profile crime-fighting mission, Mr. Incredible takes on his toughest assignment ever: full-time parenting.",Children
+s6490,Movie,The Indian in the Cupboard,Frank Oz,"Hal Scardino, Litefoot, Lindsay Crouse, Richard Jenkins, Rishi Bhat, Steve Coogan, David Keith, Sakina Jaffrey, Vincent Kartheiser, Nestor Serrano",United States,"November 1, 2020",1995,96,"A boy receives a wooden cupboard, antique keys and an Iroquois warrior figurine for his birthday. The figurine comes to life overnight in the cabinet.",Children
+s6491,Movie,The Influence,Dennis Rovira van Boekholt,"Manuela Vellés, Maggie Civantos, Alain Hernández, Claudia Placer, Daniela Rubio, Emma Suárez, Ramón Esquinas, Felipe García Vélez, Mariana Cordero",Spain,"October 11, 2019",2019,102,"Back in her childhood home to help her sister care for their comatose mother, Alicia must face a dark force from her past that now threatens her child.",Horror Movies
+s6492,Movie,The Informant!,Steven Soderbergh,"Matt Damon, Scott Bakula, Joel McHale, Melanie Lynskey, Thomas F. Wilson, Patton Oswalt, Tony Hale, Eddie Jemison, Paul F. Tompkins, Tom Papa",United States,"August 1, 2018",2009,108,"While gathering evidence against his employer to help the FBI build a price-fixing case, Mark Whitacre begins to piece together a fantasy world.",Comedies
+s6497,Movie,The Intent,"Femi Oyeniran, Kalvadour Peterson","Dylan Duffus, Scorcher, Shone Romulus, Jade Asha, Femi Oyeniran, Ashley Chin, Nicky Slimting Walker, Fekky",United Kingdom,"May 15, 2017",2016,99,"After burgeoning criminal Gunz joins the increasingly violent TIC crew, the gang finds itself dealing with threats from all sides.",Dramas
+s6498,Movie,The Intent 2: The Come Up,"Femi Oyeniran, Nicky Slimting Walker","Justin Clarke Samuel, Ashley Chin, Nicky Slimting Walker, Femi Oyeniran, Dylan Duffus, Shone Romulus, Adam Deacon, Karen Bryson, Selva Rasalingam, Jay Brown",United Kingdom,"February 21, 2019",2018,103,"During a trip to Jamaica, a London gang targets a disloyal member who has been meeting with rivals. Meanwhile, an undercover cop stands among them.",Dramas
+s6499,Movie,The International Player,Ahmed Medhat,"Youssef El Sherif, Arwa Gouda, Salah Abdullah, Mohamed Lotfy, Dalal Abdel Aziz, Rahmah Hasan",Egypt,"April 25, 2020",2009,93,"A footballer for a local club aspires to join the big leagues then gets his shot at going pro, fueling his team's rise to victory.",Dramas
+s6500,Movie,The Interview,Craig Monahan,"Hugo Weaving, Tony Martin, Aaron Jeffery, Paul Sonkkila, Michael Caton, Peter McCauley",Australia,"November 1, 2016",1998,101,"When a man who's seemingly lost everything is grabbed by police for questioning, it starts a twisted cat-and-mouse game between him and a detective.",Cult Movies
+s6501,Movie,The Intouchables,"Olivier Nakache, Éric Toledano","François Cluzet, Omar Sy, Anne Le Ny, Audrey Fleurot, Joséphine de Meaux, Clotilde Mollet, Alba Gaïa Kraghede Bellugi, Cyril Mendy",France,"January 11, 2021",2011,112,"In need of a caregiver, a wealthy aristocrat with quadriplegia hires the last person anyone expects: an ex-con with no experience. Based on a true story.",Comedies
+s6502,Movie,The Invention of Lying,"Ricky Gervais, Matthew Robinson","Ricky Gervais, Jennifer Garner, Jonah Hill, Louis C.K., Jeffrey Tambor, Fionnula Flanagan, Rob Lowe, Tina Fey, Donna Sorbello, Stephanie March",United States,"January 1, 2020",2009,99,"In a world where no one fibs, a screenwriter gains fame and fortune – and maybe the girl of his dreams – by saying things that aren't true.",Comedies
+s6504,Movie,The Invisible Guardian,Fernando González Molina,"Marta Etura, Elvira Mínguez, Francesc Orella, Itziar Aizpuru, Nene, Miquel Fernández, Pedro Casablanc, Colin McFarlane, Benn Northover",Spain,"August 3, 2017",2017,129,"When an FBI-trained cop returns to her Navarre hometown to catch a killer targeting local teens, she must also face personal demons from her past.",International Movies
+s6505,Movie,The Invisible Guest,Paulo Oriol,"Mario Casas, Ana Wagener, José Coronado, Bárbara Lennie, Francesc Orella, Paco Tous, David Selvas",Spain,"July 1, 2017",2016,106,"After waking next to his now-dead lover in a hotel room, a young businessman hires a prominent lawyer to figure out how he ended up a murder suspect.",International Movies
+s6506,Movie,The Invitation,Karyn Kusama,"Logan Marshall-Green, Emayatzy Corinealdi, Aiden Lovekamp, Michelle Krusiec, Mike Doyle, Jordi Vilasuso, Jay Larson, Marieh Delfino, Tammy Blanchard, Michiel Huisman, Lindsay Burdge, John Carroll Lynch",United States,"July 8, 2016",2015,100,"A man accepts an invitation to a dinner party hosted by his ex-wife, an unsettling affair that reopens old wounds and creates new tensions.",Horror Movies
+s6508,Movie,The Irishman,Martin Scorsese,"Robert De Niro, Al Pacino, Joe Pesci, Harvey Keitel, Ray Romano, Bobby Cannavale, Anna Paquin, Stephen Graham, Stephanie Kurtzuba, Kathrine Narducci, Welker White, Jesse Plemons, Jack Huston, Domenick Lombardozzi, Louis Cancelmi, Paul Herman, Gary Basaraba, Marin Ireland, Sebastian Maniscalco, Steven Van Zandt",United States,"November 27, 2019",2019,209,Hit man Frank Sheeran looks back at the secrets he kept as a loyal member of the Bufalino crime family in this acclaimed film from Martin Scorsese.,Dramas
+s6510,Movie,The Iron Lady,Phyllida Lloyd,"Meryl Streep, Jim Broadbent, Alexandra Roach, Harry Lloyd, Olivia Colman, Iain Glen, Victoria Bewick, Nicholas Farrell, John Sessions, Anthony Head, David Westhead, Julian Wadham, Richard E. Grant, Angus Wright, Roger Allam, Michael Pennington, Susan Brown, Phoebe Waller-Bridge",United Kingdom,"July 7, 2019",2011,105,"Margaret Thatcher, the first female prime minister of Britain, navigates a career destined to change the rules of leadership and politics.",Dramas
+s6512,Movie,The Island,Toka McBaror,"Sambasa Nzeribe, Segun Arinze, Tokunbo Idowu, Femi Adebayo",Nigeria,"November 29, 2019",2018,93,"When a colonel uncovers controversial intel about the government, he makes a shocking discovery and must decide whether to reveal it or risk his life.",Dramas
+s6517,Movie,The Jane Austen Book Club,Robin Swicord,"Maria Bello, Emily Blunt, Kathy Baker, Amy Brenneman, Maggie Grace, Jimmy Smits, Hugh Dancy, Marc Blucas, Lynn Redgrave, Kevin Zegers, Nancy Travis",United States,"March 8, 2019",2007,106,Six book club members find their lives resemble a modern-day version of Jane Austen's novels in this drama.,Comedies
+s6519,Movie,The Journey Is the Destination,Bronwen Hughes,"Ben Schnetzer, Kelly Macdonald, Sam Hazeldine, Ella Purnell, Maria Bello, Yusra Warsama",United States,"November 7, 2017",2016,123,Spirited 22-year-old activist and photojournalist Dan Eldon rushes to the frontline of a dangerous relief effort for Somalian refugees in this biopic.,Dramas
+s6522,Movie,The Jungle School,Riri Riza,"Prisia Nasution, Nyungsang Bungo, Rukman Rosadi, Nadhira Suryadi, Ines Somellera",Indonesia,"October 30, 2018",2013,90,An idealistic young woman travels to the jungles of Indonesia to teach literacy – and much more – to local children.,Dramas
+s6524,Movie,The Karate Kid,Harald Zwart,"Jaden Smith, Jackie Chan, Taraji P. Henson, Wenwen Han, Yu Rongguang, Zhensu Wu, Zhiheng Wang, Zhenwei Wang, Shijia Lü, Yi Zhao",United States,"October 17, 2019",2010,140,"After moving to Beijing with his mother, Dre falls prey to a bully, so he takes lessons from a martial arts master in this remake of the 1984 classic.",Children
+s6526,Movie,The Keeping Hours,Karen Moncrieff,"Lee Pace, Carrie Coon, Sander Thomas, Amy Smart, Ray Baker, Ana Ortiz, Molly Hagan, Christina Vidal, Anna Diop, Jane Daly, Cliff Chamberlain",United States,"September 1, 2018",2017,95,"Years after the death of their only child and subsequent divorce, a couple discovers that their son's ghost continues to inhabit their former home.",Dramas
+s6527,Movie,The Killer,Marcelo Galvão,"Diogo Morgado, Etienne Chicot, Maria de Medeiros, Deto Montenegro, Jonas Leite, Paulo Gorgulho, Will Roberts, Allan Lima, Eduardo Galvão, Igor Galvão",Brazil,"November 10, 2017",2017,100,"In lawless badlands, reclusive Cabeleira sets out to discover the fate of his gunman father and grows to be a feared assassin himself.",Action
+s6528,Movie,The Killing of a Sacred Deer,Yorgos Lanthimos,"Colin Farrell, Nicole Kidman, Barry Keoghan, Alicia Silverstone, Raffey Cassidy, Sunny Suljic, Bill Camp, Drew Logan, Barry G. Bernson, Denise Dal Vera, Herb Caillouet",Ireland,"April 5, 2020",2017,121,A surgeon's carefully curated life edges toward disaster when a troubled teenage boy with mysterious motives begins to impose himself on his family.,Dramas
+s6529,Movie,The Kindergarten Teacher,Sara Colangelo,"Maggie Gyllenhaal, Parker Sevak, Gael García Bernal, Michael Chernus, Anna Baryshnikov, Rosa Salazar, Ajay Naidu",United States,"October 12, 2018",2018,97,A devoted teacher takes interest in a young student's creative potential after hearing his poetry. But she soon crosses the line into obsession.,Dramas
+s6531,Movie,The King,David Michôd,"Timothée Chalamet, Joel Edgerton, Robert Pattinson, Ben Mendelsohn, Sean Harris, Tom Glynn-Carney, Lily-Rose Depp, Thomasin McKenzie",United Kingdom,"November 1, 2019",2019,141,Wayward Prince Hal must turn from carouser to warrior king as he faces hostilities from inside and outside the castle walls in the battle for England.,Dramas
+s6534,Movie,The King's Speech,Tom Hooper,"Colin Firth, Geoffrey Rush, Helena Bonham Carter, Guy Pearce, Timothy Spall, Derek Jacobi, Jennifer Ehle, Anthony Andrews, Claire Bloom, Eve Best, Michael Gambon",United Kingdom,"June 2, 2018",2010,118,"In this biographical drama, Britain's King George VI struggles with an embarrassing stutter until he seeks help from speech therapist Lionel Logue.",Dramas
+s6536,Movie,The Kissing Booth,Vince Marcello,"Joey King, Joel Courtney, Jacob Elordi, Molly Ringwald",United Kingdom,"May 11, 2018",2018,105,"When teenager Elle's first kiss leads to a forbidden romance with the hottest boy in high school, she risks her relationship with her best friend.",Comedies
+s6537,Movie,The Kissing Booth 2,Vince Marcello,"Joey King, Joel Courtney, Jacob Elordi, Molly Ringwald, Taylor Zakhar Perez, Maisie Richardson-Sellers, Meganne Young",United Kingdom,"July 24, 2020",2020,133,"With college decisions looming, Elle juggles her long-distance romance with Noah, changing relationship with bestie Lee and feelings for a new classmate.",Comedies
+s6538,Movie,The Kite,Randa Chahal Sabbag,"Flavia Bechara, Maher Bsaibes, Randa Asmar, Renée Dick, Julia Kassar, Liliane Nemri, Ziad Rahbani, Nayef Naji, Edmond Haddad, Alia Nemry",Lebanon,"October 19, 2020",2003,76,"In an occupied village, a teen girl is set to wed a stranger. But when she crosses over to meet her betrothed, her heart gets entangled at the border.",Dramas
+s6539,Movie,The Knight Before Christmas,Monika Mitchell,"Vanessa Hudgens, Josh Whitehouse, Emmanuelle Chriqui, Harry Jarvis, Mimi Gianopulos, Ella Kenion, Jean-Michel Le Gal, Arnold Pinnock",United States,"November 21, 2019",2019,93,"Medieval magic sends a 14th-century knight to modern-day Ohio, where he falls for a high school science teacher who's disillusioned by love.",Children
+s6543,Movie,The Lake House,Alejandro Agresti,"Keanu Reeves, Sandra Bullock, Dylan Walsh, Shohreh Aghdashloo, Ebon Moss-Bachrach, Lynn Collins, Willeke van Ammelrooy, Christopher Plummer",United States,"September 1, 2019",2006,98,"A lonely doctor begins writing letters to the frustrated architect who lives in her former home, only to discover that they're living two years apart.",Dramas
+s6544,Movie,The Lamb,Timothy Reckart,"Steven Yeun, Keegan-Michael Key, Aidy Bryant, Gina Rodriguez, Zachary Levi, Christopher Plummer, Ving Rhames, Gabriel Iglesias, Kelly Clarkson, Anthony Anderson, Patricia Heaton, Kris Kristofferson, Kristin Chenoweth, Mariah Carey, Oprah Winfrey, Tyler Perry, Tracy Morgan",United States,"June 4, 2018",2017,86,A big-dreaming donkey escapes his menial existence and befriends some free-spirited animal pals in this imaginative retelling of the Nativity Story.,Children
+s6545,Movie,The Land,Youssef Chahine,"Hamdy Ahmed, Nagwa Ibrahim, Ezzat El Alaili, Tawfik El Deken, Yehia Chahine, Mahmoud El Meleigy, Salah El-Saadany, Ali El Sherif",Egypt,"June 18, 2020",1970,130,A group of peasant farmers fights to protect their village against a corrupt landowner. Adapted from the popular novel by Abdel Rahman al-Sharqawi.,Classic Movies
+s6546,Movie,The Land of Cards,Qaushiq Mukherjee,"Joyraj Bhattacharya, Rii, Soumyak Kanti DeBiswas, Anubrata Basu, Tillotama Shome, Maya Tideman, Tinu Verghese, Immaduddin Shah, Sayani Gupta",India,"November 22, 2016",2012,113,A royal prince arrives on an island of fascist rule and inspires a rebellion among its women in this hallucinogenic adaptation of a classic play.,Dramas
+s6548,Movie,The Land of Steady Habits,Nicole Holofcener,"Ben Mendelsohn, Edie Falco, Connie Britton, Thomas Mann, Bill Camp, Elizabeth Marvel, Charlie Tahan, Michael Gaston, Josh Pais",United States,"September 14, 2018",2018,98,"After leaving his wife and his job to find happiness, Anders begins a clumsy, heartbreaking quest to reassemble the pieces of his fractured life.",Comedies
+s6549,Movie,The Land of the Enlightened,Pieter-Jan De Pue,Sohrab Nazari,Belgium,"January 1, 2017",2016,84,"In the rugged mountains of Afghanistan, armed bands of young boys survive by scavenging for old land mines, mining lapis lazuli and trading in opium.",Documentaries
+s6550,Movie,The Larva Island Movie,Ahn Byoung-wook,"Hong Bum-ki, Eddy Lee, Kang Shi-hyun, Ahn Hyo-min, Kim Yeon-woo, Choi Nak-yoon, Tom Wayland, Erica Schroeder",South Korea,"July 23, 2020",2020,91,"In this movie sequel to the hit series, Chuck returns home and talks to a reporter about life on the island with zany larva pals Red and Yellow.",Children
+s6551,Movie,The Last Airbender,M. Night Shyamalan,"Noah Ringer, Dev Patel, Nicola Peltz, Jackson Rathbone, Shaun Toub, Aasif Mandvi, Cliff Curtis, Seychelle Gabriel, Jessica Andres, Keong Sim, Summer Bishil, Francis Guinan, Katharine Houghton, Damon Gupton",United States,"April 8, 2020",2010,104,"In a world ravaged by the Fire nation's aggression toward the peaceful Air, Water and Earth nations, a young boy holds the key to restoring peace.",Action
+s6552,Movie,The Last Bomb of the Second World War,Athiyan Athirai,"Dinesh, Anandhi, Munishkanth, Riythvika, John Vijay",India,"March 3, 2020",2019,133,A piece of unexploded ordnance wreaks havoc on the lives of a scrapyard worker whose truck it falls into and an anti-war activist who's hunting for it.,Dramas
+s6553,Movie,The Last Boy Scout,Tony Scott,"Bruce Willis, Damon Wayans, Chelsea Field, Noble Willingham, Taylor Negron, Danielle Harris, Halle Berry, Bruce McGill",United States,"November 1, 2019",1991,105,Private eye Joe Hallenbeck is forced to team up with a disgraced quarterback to uncover a conspiracy by a politician and a football team owner.,Action
+s6556,Movie,The Last Days of American Crime,Olivier Megaton,"Edgar Ramírez, Michael Pitt, Anna Brewster, Patrick Bergin, Sharlto Copley, Brandon Auret, Tamer Burjaq, Terence Maynard, James Richard Marshall",United States,"June 5, 2020",2020,149,"A bank robber joins a plot to commit one final, historic heist before the government turns on a mind-altering signal that will end all criminal behavior.",Action
+s6557,Movie,The Last Days of Chez Nous,Gillian Armstrong,"Lisa Harrow, Bruno Ganz, Kerry Fox, Miranda Otto, Kiri Paramore, Bill Hunter",Australia,"November 1, 2016",1992,93,Successful writer Beth's tepid marriage and home life face a new round of challenges when her footloose younger sister arrives for an extended visit.,Classic Movies
+s6558,Movie,The Last Exorcism,Daniel Stamm,"Patrick Fabian, Ashley Bell, Iris Bahr, Louis Herthum, Caleb Landry Jones, Tony Bentley, John Wright Jr., Shanna Forrestall, Justin Shafer, Carol Sutton",France,"September 1, 2019",2010,88,"Ready to expose his miraculous deeds as mere trickery, a famed evangelist invites a documentary crew to film his final exorcism.",Horror Movies
+s6559,Movie,The Last Face,Sean Penn,"Javier Bardem, Charlize Theron, Adèle Exarchopoulos, Jared Harris, Jean Reno, Denise Newman, Merritt Wever, Sibongile Mlambo",United States,"January 13, 2020",2016,131,Savage civil war and a dispute over humanitarian assistance threaten to unravel a checkered romance between an aid director and a doctor.,Dramas
+s6560,Movie,The Last Hangover,Rodrigo Van Der Put,"Fábio Porchat, Gregório Duvivier, Antonio Tabet, Pedro Benevides, Paulo Vieira, Rafael Portugal, Fábio de Luca, Karina Ramil, Evelyn Castro, Pedro Monteiro, Camilo Borges, Gabriel Totoro, Victor Leal, Rafael Logan",Brazil,"December 21, 2018",2018,44,"In this biblical ""Hangover"" spoof, the apostles awaken to find Jesus is missing and must piece together events of the previous night's wild Last Supper.",Comedies
+s6561,Movie,The last hour,Eduardo Mendoza de Echave,"Pietro Sibille, Nidia Bermejo, Toño Vega, Tommy Párraga, Fausto Molina, Katerina D'Onofrio, Haysen Percovich, Emilram Cossío, Sandro Calderón, Tony Dulzaidez",Chile,"June 15, 2018",2017,119,"In this compelling true story, two Peruvian detectives go undercover to locate and capture the elusive leader of the Shining Path guerrilla army.",Dramas
+s6564,Movie,The Last Laugh,Greg Pritikin,"Chevy Chase, Richard Dreyfuss, Andie MacDowell, Kate Micucci, Chris Parnell, George Wallace, Lewis Black",United States,"January 11, 2019",2019,99,"After moving to a retirement home, restless talent manager Al reconnects with long-ago client Buddy and coaxes him back out on the comedy circuit.",Comedies
+s6565,Movie,The Last Man on the Moon,Mark Craig,Eugene Cernan,United Kingdom,"May 26, 2016",2014,96,Astronaut Gene Cernan looks back on the exciting history of NASA's lunar landings and how being the last man to stand on the moon changed his life.,Documentaries
+s6569,Movie,The Last Runway,"Rodrigo Salomón, Pietro Scappini","Luis Aguirre, Andrea Quattrocchi, Silvio Rodas, Felix Medina, Gonzalo Vivanco, Bruno Sosa, Andrea Frigerio, Mauricio A. Jortack, Rafael Rojas Doria, Roberto Weiss, Fabio Chamorro, Sergio Quiñonez Román, David Gerber",Paraguay,"March 1, 2019",2018,107,An ex-colonel forms a special paramilitary group focused on combatting drug trafficking on the Paraguayan border.,Action
+s6570,Movie,The Last Shaman,Raz Degan,James Freeman,United Kingdom,"September 1, 2017",2016,83,"In a last-ditch effort to prevent suicide, a clinically depressed young man travels to the Amazon to engage in an ancient hallucinatory ritual.",Documentaries
+s6571,Movie,The Last Summer,William Bindley,"K.J. Apa, Maia Mitchell, Tyler Posey, Jacob Latimore, Halston Sage, Wolfgang Novogratz, Sosie Bacon, Jacob McCarthy, Mario Revolori, Gage Golightly, Audrey Grace Marshall",United States,"May 3, 2019",2019,110,"Teens from a Chicago high school grapple with their dreams, relationships and identities in a transformative summer before they leave for college.",Comedies
+s6572,Movie,The Last Thing He Wanted,Dee Rees,"Anne Hathaway, Ben Affleck, Willem Dafoe, Toby Jones, Rosie Perez, Edi Gathegi, Mel Rodriguez, Onata Aprile",United States,"February 21, 2020",2020,116,A hard-hitting reporter becomes entangled in the story she’s trying to break when she helps her ailing father broker an arms deal in Central America.,Dramas
+s6573,Movie,The Last Whistle,Rob Smat,"Brad Leland, Jim O'Heir, Deanne Lauvin, Les Miles, Eric Nelsen, Fred Tolliver Jr, Tyler Perez, Sainty Nelsen",United States,"October 26, 2019",2019,88,"After a star player dies during football practice, his coach’s career and reputation are on the line as he refuses to quit his win-at-all-costs style.",Dramas
+s6575,Movie,The Late Bloomer,Kevin Pollak,"Johnny Simmons, Maria Bello, Brittany Snow, Kumail Nanjiani, Beck Bennett, Paul Wesley, Jane Lynch, J.K. Simmons, Lenora Crichlow",United States,"November 6, 2020",2016,95,"A sex therapist with pituitary issues finally gets to experience puberty in all its glory at age 30, when an operation unleashes his raging hormones.",Comedies
+s6576,Movie,The Laundromat,Steven Soderbergh,"Meryl Streep, Gary Oldman, Antonio Banderas, Sharon Stone, James Cromwell, Jeffrey Wright, Melissa Rauch, Jeff Michalski, Jane Morris, Robert Patrick, David Schwimmer",United States,"October 18, 2019",2019,96,"When a widow gets swindled out of insurance money, her search for answers leads to two cunning lawyers in Panama who hide cash for the superrich.",Comedies
+s6577,Movie,The Laws of Thermodynamics,Mateo Gil,"Vito Sanz, Berta Vázquez, Chino Darín, Vicky Luengo, Andrea Ros, Irene Escolar, Josep Maria Pou, Daniel Sánchez Arévalo",Spain,"August 31, 2018",2018,101,"A physicist uses the laws of thermodynamics to describe romance and relationships, but his theories prove faulty when it comes to his own love life.",Comedies
+s6579,Movie,The Legacy of a Whitetail Deer Hunter,Jody Hill,"Josh Brolin, Danny McBride, Montana Jordan, Scoot McNairy, Carrie Coon",United States,"July 6, 2018",2018,83,A star of hunting videos strives to bond with his 12-year-old son on a wilderness trip but learns familial connections can't be forced.,Action
+s6580,Movie,The Legacy of the Bones,Fernando González Molina,"Marta Etura, Carlos Librado ""Nene"", Leonardo Sbaraglia, Francesc Orella, Imanol Arias, Benn Northover, Itziar Aizpuru, Patricia López Arnaiz, Alicia Sánchez, Eduardo Rosa",Spain,"April 17, 2020",2019,121,"A year after solving a series of murders, detective Amaia is faced with a related mystery in the Baztán Valley that ends up hitting very close to home.",International Movies
+s6582,Movie,The Legend of Bhagat Singh,Rajkumar Santoshi,"Ajay Devgn, Sushant Singh, D. Santosh, Akhilendra Mishra, Raj Babbar, Farida Jalal, Amrita Rao, Mukesh Tiwari",India,"October 12, 2020",2002,156,"This biopic chronicles the life and times of iconic Indian revolutionary Bhagat Singh, who led an armed resistance against the British in the 1920.",Dramas
+s6586,Movie,The Legend of Michael Mishra,Manish Jha,"Arshad Warsi, Aditi Rao Hydari, Kayoze Irani, Boman Irani",India,"April 1, 2019",2016,118,"After a life of crime, a notorious kidnapper tries to change his ways and turn over a new leaf to win the heart of the woman he loves.",Comedies
+s6590,Movie,The Letter Reader,Sibusiso Khuzwayo,"Bahle Mashinini, Nomalanga Shabane, Andile Gumbi, Nokuthula Mazibuko",South Africa,"July 23, 2020",2019,30,A young boy from Johannesburg arrives in KwaZulu-Natal and begins to read letters for villagers — then falls in love with one of the recipients.,Dramas
+s6595,Movie,The Life Ahead,Edoardo Ponti,"Sophia Loren, Ibrahima Gueye, Renato Carpentieri, Diego Iosif Pirvu, Massimiliano Rossi, Abril Zamora, Babak Karimi",Italy,"November 13, 2020",2020,95,A Holocaust survivor running a daycare business forms an unlikely friendship with a bitter street kid when she takes him in after he robs her.,Dramas
+s6596,Movie,The Lift Boy,Jonathan Augustin,"Moin Khan, Nyla Masood, Saagar Kale, Neha Bam, Aneesha Shah, Damian Alexander D'Souza, Kaustubh Narain, Shilpa Iyer, Nil Mani, Pallas Prajapati",India,"April 27, 2020",2020,107,"When a lazy young man replaces his father as the elevator operator of a posh residential complex, what he sees as menial work soon takes on new meaning.",Dramas
+s6598,Movie,The Lighthouse of the Orcas,Gerardo Olivares,"Maribel Verdú, Joaquín Furriel, Joaquín Rapalini",Spain,"April 7, 2017",2016,110,A mother travels to Patagonia with her autistic son with the hopes that a ranger and a pod of wild orcas can help him find an emotional connection.,Dramas
+s6599,Movie,The Lion Woman,Vibeke Idsøe,"Rolf Lassgård, Kjersti Tveterås, Rolf Kristian Larsen, Ole Johan Skjelbred-Knutsen, Karen-Lise Mynster, Ida Ursin-Holm, Lisa Loven Kongsli, Connie Nielsen, Henrik Mestad, Kåre Conradi, Mathilde Thomine Storm",Norway,"October 1, 2017",2016,118,A girl born with a condition that causes abnormal hair growth across her body tries to cope with the challenges of being different.,Dramas
+s6600,Movie,The Little Hours,Jeff Baena,"Alison Brie, Dave Franco, Kate Micucci, Aubrey Plaza, John C. Reilly, Molly Shannon, Fred Armisen, Jemima Kirke, Lauren Weedman, Nick Offerman, Paul Reiser, Adam Pally, Paul Weitz, Jon Gabrus",Canada,"December 23, 2018",2017,89,Life at a convent takes an unruly turn when three unconventionally opinionated nuns cross paths with a tempting new gardener.,Comedies
+s6601,Movie,The Little Mermaid,"Blake Harris, Chris Bouchard","William Moseley, Poppy Drayton, Loreto Peralta, Armando Gutierrez, Shirley MacLaine, Gina Gershon, Shanna Collins, Chris Yong, Jo Marie Payton, Tom Nowicki",United States,"December 1, 2018",2018,85,"In this take on the classic tale, a captive circus mermaid transforms the lives of a skeptical journalist and his wide-eyed young sister.",Children
+s6603,Movie,The Little Prince,Mark Osborne,"Jeff Bridges, Mackenzie Foy, Rachel McAdams, Riley Osborne, Marion Cotillard, Bud Cort, Ricky Gervais, Albert Brooks, James Franco, Benicio Del Toro, Paul Rudd, Paul Giamatti",France,"November 6, 2020",2015,107,"When an overscheduled girl befriends an eccentric aviator, he regales her with tales about the adventures of an unusual boy who lives on an asteroid.",Children
+s6604,Movie,The Little Switzerland,Kepa Sojo,"Jon Plazaola, Maggie Civantos, Ingrid García Jonsson, Lander Otaola, Secun de la Rosa, Ramón Barea, Maribel Salas, Mikel Losada, Pepe Rapazote, Enrique Villén, Kandido Uranga, Anabela Teixeira, Karra Elejalde, Antonio Resines",Spain,"August 16, 2019",2019,86,The discovery of the tomb of William Tell’s son in a town in the Basque Country spurs the village's cantankerous citizens to lobby for Swiss annexation.,Comedies
+s6605,Movie,The Little Vampire,"Richard Claus, Karsten Kiilerich","Matthew Marsh, Rasmus Hardiker, Miriam Margolyes, Tim Pigott-Smith, Alice Krige, Amy Saville, Joseph Kloska, Diane Wilson, Phoebe Givron-Taylor, Jim Carter, Sven De Ridder",Netherlands,"April 1, 2020",2017,83,An American kid obsessed with the undead befriends and offers to help a young vampire whose family is being targeted by a merciless vampire hunter.,Children
+s6606,Movie,The Little Wars,Maroun Baghdadi,"Soraya Khoury, Nabil Ismaïl, Roger Hawa, Reda Khoury, Youcef Hosni, Rifaat Tarabay",France,"October 19, 2020",1982,108,"Beirut resident Soraya is drawn to two men: daredevil photographer Nabil and Talal, who must embrace his feudal heritage when his father is kidnapped.",Dramas
+s6607,Movie,The Lives of Others,Florian Henckel von Donnersmarck,"Ulrich Mühe, Martina Gedeck, Sebastian Koch, Ulrich Tukur, Thomas Thieme, Hans-Uwe Bauer, Volkmar Kleinert, Matthias Brenner, Charly Hübner",Germany,"March 15, 2019",2006,138,"As a secret police agent eavesdrops on a successful writer in East Germany in 1984, he becomes increasingly fascinated by the man's life and politics.",Dramas
+s6609,Movie,The Lobster,Yorgos Lanthimos,"Colin Farrell, Jessica Barden, Rachel Weisz, Olivia Colman, Ashley Jensen, Ariane Labed, Aggeliki Papoulia, John C. Reilly, Léa Seydoux, Michael Smiley, Ben Whishaw",Ireland,"December 2, 2018",2015,119,"In a near-future world, single people are hunted and forced to find mates within 45 days, or be turned into animals and banished to the wilderness.",Comedies
+s6610,Movie,The Lodgers,Brian O'Malley,"Charlotte Vega, Bill Milner, David Bradley, Eugene Simon, Moe Dunford, Deirdre O'Kane, Roisin Murphy, Anthony Murphy, Brendan O'Rourke, Emmett Kelly",Ireland,"August 23, 2018",2017,93,"Twin siblings live under a curse in their ancestral home, but one of them is tempted to defy house rules, angering the spirits keeping them hostage.",Horror Movies
+s6612,Movie,The Long Dumb Road,Hannah Fidell,"Tony Revolori, Jason Mantzoukas, Taissa Farmiga, Grace Gummer, Ciara Bravo, Casey Wilson, Pamela Reed, Ron Livingston",United States,"July 8, 2020",2018,91,"Bound for art school, a sheltered student gets roped into the antics of a freewheeling mechanic who hitches a ride after fixing his car.",Comedies
+s6614,Movie,The Longest Yard,Robert Aldrich,"Burt Reynolds, Eddie Albert, Ed Lauter, James Hampton, Charles Tyner, Bernadette Peters, Richard Kiel, Joe Dorsey, Joe Jackson, Harry Caesar, John Steadman, Jim Nicholson, Tony Cacciotti",United States,"November 20, 2019",1974,121,Washed-up professional quarterback Paul Crewe is sent to jail and forced to put together an inmate gridiron team to take on a group of prison guards.,Classic Movies
+s6615,Movie,The Longshots,Fred Durst,"Ice Cube, Keke Palmer, Tasha Smith, Jill Marie Jones, Dash Mihok, Matt Craven, Glenn Plummer, Garrett Morris, Miles Chandler, Malcolm Goodwin",United States,"January 30, 2019",2008,95,"When an 11-year-old girl becomes Pop Warner football's first female quarterback, she raises eyebrows – till she takes her team to the brink of glory.",Comedies
+s6617,Movie,The Lord of the Rings: The Return of the King,Peter Jackson,"Elijah Wood, Ian McKellen, Liv Tyler, Viggo Mortensen, Sean Astin, Cate Blanchett, John Rhys-Davies, Bernard Hill, Billy Boyd, Dominic Monaghan, Orlando Bloom, Hugo Weaving",New Zealand,"January 1, 2020",2003,201,"Aragorn is revealed as the heir to the ancient kings as he, Gandalf and the other members of the broken fellowship struggle to save Gondor.",Action
+s6618,Movie,The Lord of the Rings: The Two Towers,Peter Jackson,"Elijah Wood, Ian McKellen, Liv Tyler, Viggo Mortensen, Sean Astin, Cate Blanchett, John Rhys-Davies, Bernard Hill, Christopher Lee, Billy Boyd, Dominic Monaghan, Orlando Bloom",New Zealand,"January 1, 2020",2002,179,"Frodo and Sam head to Mordor to destroy the One Ring of Power while Gimli, Legolas and Aragorn search for the orc-captured Merry and Pippin.",Action
+s6619,Movie,The Lost Brother,Israel Adrián Caetano,"Leonardo Sbaraglia, Daniel Hendler, Ángela Molina, Alián Devetac, Pablo Cedrón, Alejandra Flechner",Argentina,"September 1, 2017",2017,113,"While settling the affairs of his murdered mother and brother, a man partners with a local thug in a life insurance scam, putting him on a dark path.",Dramas
+s6620,Movie,The Lost Husband,Vicky Wight,"Leslie Bibb, Josh Duhamel, Nora Dunn, Sharon Lawrence, Callie Hope Haverda, Roxton Garcia",United States,"August 10, 2020",2020,110,"Looking to start anew, a widow retreats with her children to her aunt's goat farm, where the ranch's manager helps her navigate country life and loss.",Dramas
+s6621,Movie,The Lost Okoroshi,Abba T. Makama,"Seun Ajayi, Judith Audu, Tope Tedela, Ifu Ennada, Chiwetalu Agu, Demi Banwo, Ibrahim Jammal, Micheal Ajotubu, Ozzy Agu, Cristabel Goddy",Nigeria,"September 4, 2020",2019,94,"A disillusioned security guard transforms into a masquerade, channeling ancestral spirits as he roams the streets of Lagos.",Comedies
+s6622,Movie,The Love Affair,Nuel Naval,"Richard Gomez, Dawn Zulueta, Bea Alonzo, Tom Rodriguez, Tetchie Agbayani, Al Tantay, Ana Capri, Ina Feleo",Philippines,"March 7, 2019",2015,127,"Feeling betrayed by their romantic partners' infidelity, Adrianne and Vince struggle to forgive while finding comfort with each other.",Dramas
+s6623,Movie,The Love Guru,Marco Schnabel,"Mike Myers, Jessica Alba, Justin Timberlake, Ben Kingsley, Romany Malco, Meagan Good, Verne Troyer, Omid Djalili, Telma Hopkins",United Kingdom,"November 20, 2019",2008,87,"Raised on an ashram in India, a self-styled love guru returns to his native America to settle a romantic rivalry between two pro hockey players.",Comedies
+s6624,Movie,The Lovebirds,Michael Showalter,"Issa Rae, Kumail Nanjiani, Paul Sparks, Anna Camp, Kyle Bornheimer, Nicholas X. Parsons, Andrene Ward-Hammond, Catherine Cohen, Barry Rothbart",United States,"May 22, 2020",2020,87,"When a couple in the fast lane to splitsville accidentally careens into a murder, they take off on a wild race to find the killer and clear their names.",Action
+s6625,Movie,The Lovers,Azazel Jacobs,"Aidan Gillen, Melora Walters, Tyler Ross, Jessica Sula, Lesley Fera, Tracy Letts, Debra Winger",United States,"November 5, 2019",2017,98,"On the verge of divorce, a middle-aged couple, each involved in a serious affair, rethink their marriage and the meaning of love and fidelity.",Comedies
+s6627,Movie,The lynx,Stanisław Różewicz,"Jerzy Radziwiłowicz, Franciszek Pieczka, Piotr Bajor, Ryszarda Hanin, Janusz Paluszkiewicz, Henryk Machalica, Hanna Mikuć, Maria Klejdysz",Poland,"October 1, 2019",1982,82,A priest's duties are tested when a young guerrilla asks for absolution while confessing his plans to murder a local man he believes is a traitor.,Dramas
+s6628,Movie,The Mad Monk,Johnny To,"Stephen Chow, Maggie Cheung, Anthony Wong Chau-Sang, Kirk Wong, Ng Man-Tat, Anita Mui",Hong Kong,"August 16, 2018",1993,85,"To avoid punishment for his misdeeds, an arrogant god accepts a mission to reform three mortals on earth, where he must also contend with a demon.",Comedies
+s6629,Movie,The Magic Pill,Robert Tate,"Pete Evans, William Davis, Loren Cordain",United States,"April 24, 2018",2017,90,"Doctors, farmers, chefs and others weigh in on the controversial ketogenic diet and its potential to eradicate common illnesses.",Documentaries
+s6632,Movie,The Magic School Bus Rides Again In the Zone,Richard Weston,"Mikaela Blake, Gabby Clarke, Roman Lutterotti, Leke Maceda-Rustecki, Matthew Mucci, Lynsey Pham, Kaden Stephen, Lights",Canada,"December 26, 2020",2020,46,"Ms. Frizzle's class sees every show on a pop star's New Year's Eve tour, learning about time zones as they attend all her concerts on the same night.",Children
+s6633,Movie,The Magic School Bus Rides Again Kids In Space,Richard Weston,"Kate McKinnon, Matthew Mucci, Mikaela Blake, Gabby Clarke, Roman Lutterotti, Leke Maceda-Rustecki, Birva Pandya, Lynsey Pham, Kaden Stephen",United States,"August 7, 2020",2020,46,The Magic School Bus kids blast into orbit — and onto the International Space Station — only to find themselves on the run from a giant tardigrade!,Children
+s6634,Movie,The Magic School Bus Rides Again The Frizz Connection,Richard Weston,"Kate McKinnon, Roman Lutterotti, Mikaela Blake, Gabby Clarke, Leke Maceda-Rustecki, Matthew Mucci, Birva Pandya, Lynsey Pham, Kaden Stephen",Canada,"October 20, 2020",2020,46,"Lightning splits the Magic School Bus into three pieces, scattering the class across the globe with different versions of Ms. Frizzle aboard each bus!",Children
+s6636,Movie,The Main Event,Jay Karas,"Seth Carr, Tichina Arnold, Adam Pally, Ken Marino, Mike 'The Miz' Mizanin, Momona Tamada, Keith Lee, Babatunde Aiyegbusi, Kofi Kingston",United States,"April 10, 2020",2020,103,"Using special powers from a magical mask, a young WWE fan causes chaos when he enters a wrestling competition and fights an intimidating rival.",Children
+s6638,Movie,The Man Who Feels No Pain,Vasan Bala,"Abhimanyu Dassani, Radhika Madan, Gulshan Devaiah, Mahesh Manjrekar, Jimit Trivedi, Loveleen Mishra, Sartaaj Kakkar, Riva Arora",India,"May 22, 2019",2018,137,"Leveraging his ability to withstand pain, a young man trains to follow in the footsteps of his martial-arts hero in this high-action, meta comedy.",Action
+s6639,Movie,The Man Who Would Be Polka King,"John Mikulak, Joshua Brown","Jan Lewan, Greg Korin",United States,"January 12, 2018",2009,68,This irreverent documentary reveals how charming entertainer Jan Lewan bilked investors out of millions in a complicated investment scam.,Documentaries
+s6640,Movie,The Man Without Gravity,Marco Bonfanti,"Elio Germano, Michela Cescon, Elena Cotta, Silvia D'Amico, Vincent Scarito",Italy,"November 1, 2019",2019,107,A gravity-defying boy raised in seclusion matures into an extraordinary man – and an international celebrity – who longs for human connection.,Dramas
+s6641,Movie,The Mansion,Tony Datis,"Nathalie Odzierejko, Marc Jarousseau, Ludovik Day, Yvick Letexier, Jérôme Niel, Vincent Tirel, Vanessa Guide, Delphine Baril, Baptiste Lorber, Lila Lacombe",France,"July 28, 2018",2017,100,"A group of students celebrates New Year's at a remote Belgian estate, where their substance-fueled revelry soon descends into a bloodstained nightmare.",Comedies
+s6643,Movie,The Married Couples,Hassan AbdulSalam,"Samir Ghanem, George Sidhum, Sherine, Nagah El-Mogui",Egypt,"May 21, 2020",1981,195,"Hailing from different classes, a young man and his wife try to find their version of happily married when both yearn to leave their old lives behind.",Comedies
+s6644,Movie,The Mars Generation,Michael Barnett,"Neil deGrasse Tyson, Bill Nye, Michio Kaku",United States,"May 5, 2017",2017,98,"Self-professed teenage ""space nerds"" at Space Camp chase their dreams of traveling to Mars, while experts reflect on NASA's history and future.",Children
+s6645,Movie,The Mask of Zorro,Martin Campbell,"Antonio Banderas, Anthony Hopkins, Catherine Zeta-Jones, Stuart Wilson, Matt Letscher, Tony Amendola, Pedro Armendáriz Jr., William Marquez, José Pérez, Victor Rivers",United States,"January 1, 2020",1998,138,"An aging Zorro passes the torch to a young successor, schooling him in discipline and training him to take up the sword against crooked officials.",Action
+s6646,Movie,The Massively Mixed-Up Middle School Mystery,Will Eisenberg,"Garrett Ryan, Adam Hochstetter, Haley Tju, Brianne Tju, Jenna Ortega, Aaron Eisenberg, Celestial, Richard Balin",United States,"November 2, 2019",2015,40,"After the school principal gets pranked, a curious crew of preteen super sleuths tests their detective skills to solve an underwater ruse.",Children
+s6647,Movie,The Master,Paul Thomas Anderson,"Joaquin Phoenix, Philip Seymour Hoffman, Amy Adams, Laura Dern, Kevin J. O'Connor, Jesse Plemons, Rami Malek, Christopher Evan Welch, Madisen Beaty, Ambyr Childers, Price Carson",United States,"January 14, 2020",2012,137,"A heavy-drinking loner finds some semblance of a family when he stumbles onto the ship of Lancaster Dodd, the charismatic leader of a new ""religion.""",Dramas
+s6648,Movie,The Match,Francesco Carnesecchi,"Francesco Pannofino, Alberto Di Stasio, Gabriele Fiore, Giorgio Colangeli, Fabrizio Sabatucci, Veruska Rossi, Giulia Cragnotti, Siria Simeoni, Lidia Vitale, Daniele Mariani",Italy,"September 1, 2020",2020,97,"One football match on a dirt pitch near Rome becomes a day of reckoning as a young player, his coach and their team's owner wrestle internal demons.",Dramas
+s6649,Movie,The Matrix,"Lilly Wachowski, Lana Wachowski","Keanu Reeves, Laurence Fishburne, Carrie-Anne Moss, Hugo Weaving, Gloria Foster, Joe Pantoliano, Marcus Chong, Julian Arahanga, Matt Doran, Belinda McClory",United States,"November 1, 2019",1999,136,"A computer hacker learns that what most people perceive as reality is actually a simulation created by machines, and joins a rebellion to break free.",Action
+s6650,Movie,The Matrix Reloaded,"Lilly Wachowski, Lana Wachowski","Keanu Reeves, Laurence Fishburne, Carrie-Anne Moss, Hugo Weaving, Jada Pinkett Smith, Gloria Foster, Harold Perrineau, Monica Bellucci, Harry Lennix, Lambert Wilson, Randall Duk Kim, Nona Gaye",United States,"November 1, 2019",2003,138,"The crew must protect Zion, the last outpost still under human control, after it is pinpointed by the machines responsible for the Matrix.",Action
+s6651,Movie,The Matrix Revolutions,"Lilly Wachowski, Lana Wachowski","Keanu Reeves, Laurence Fishburne, Carrie-Anne Moss, Hugo Weaving, Jada Pinkett Smith, Mary Alice, Harold Perrineau, Monica Bellucci, Harry Lennix, Lambert Wilson, Nona Gaye",United States,"November 1, 2019",2003,129,The final installment in the Matrix trilogy finds an unconscious Neo trapped in a subway station in a zone between the Matrix and the machine world.,Action
+s6652,Movie,The Maus,Yayo Herrero,"Alma Terzic, August Wittgenstein, Aleksandar Seksan, Sanin Milavic, Diana Fernández Pérez, Ella Jazz",Spain,"June 30, 2018",2017,90,"While traveling with her German boyfriend, Selma is confronted by the violent remnants of the Bosnian War and the ethnic cleansing her family faced.",Horror Movies
+s6653,Movie,The Mayo Clinic,"Ken Burns, Christopher Loren Ewers, Erik Ewers",Peter Coyote,United States,"April 19, 2019",2018,116,A look at how a world-renowned medical institution prioritizes patients' needs and has adapted to healthcare's evolving demands for over 150 years.,Documentaries
+s6654,Movie,The Mayor,Park In-je,"Min-sik Choi, Do-won Kwak, Eun-kyung Shim, So-ri Moon, Mi-ran Ra, Hye-young Ryu, Ki Hong Lee, Sun-gyu Jin, Joo-yeon Lee, Byeong-eun Park",South Korea,"September 30, 2017",2017,130,"With the presidency in mind, the incumbent mayor of Seoul runs for an unprecedented third term – and will stop at nothing to keep his secrets hidden.",Dramas
+s6657,Movie,The Memory of Water,Matías Bize,"Elena Anaya, Benjamín Vicuña, Néstor Cantillana, Sergio Hernández, Silvia Marty, Etienne Bobenrieth, Antonia Zegers, Pablo Cerda",Chile,"February 15, 2017",2015,88,"When the accidental death of a couple's young son sends them grieving in opposite directions, they're forced to re-examine their life and marriage.",Dramas
+s6659,Movie,The Men Who Stare at Goats,Grant Heslov,"George Clooney, Ewan McGregor, Jeff Bridges, Kevin Spacey, Stephen Lang, Robert Patrick, Waleed Zuaiter, Stephen Root, Glenn Morshower, Nick Offerman, Tim Griffin, Rebecca Mader",United States,"June 4, 2019",2009,94,"A journalist latches onto an unbelievable story in Iraq when he meets Lyn, a man of mysterious origins who reveals he was a ""warrior monk.""",Comedies
+s6663,Movie,The Meyerowitz Stories (New and Selected),Noah Baumbach,"Adam Sandler, Ben Stiller, Dustin Hoffman, Elizabeth Marvel, Grace Van Patten, Emma Thompson, Candice Bergen, Rebecca Miller, Danny Flaherty, Sakina Jaffrey, Adam David Thompson",United States,"October 13, 2017",2017,113,Grudges and rivalries abound as three adult siblings converge in New York to contend with their prickly artist father – and his fading legacy.,Comedies
+s6664,Movie,The Midas Touch,Chi Keung Fung,"Chapman To, Charlene Choi, Gao Yunxiang, Shatina Chen, Alice Li, Jiayu Xie, Jiemeng Zhuang, Venus Wong, Ching-Wan Hui, Jennifer Zhang",Hong Kong,"July 21, 2019",2013,98,"A debt collector takes over the management of a group of starlets after their talent agent defaults on a loan, but soon finds he's in over his head.",Comedies
+s6666,Movie,The Midnight Sky,George Clooney,"George Clooney, Felicity Jones, Kyle Chandler, Demián Bichir, David Oyelowo, Tiffany Boone, Caoilinn Springall, Sophie Rundle, Ethan Peck",United States,"December 23, 2020",2020,119,"In the aftermath of a global catastrophe, a lone scientist in the Arctic races to contact a crew of astronauts with a warning not to return to Earth.",Dramas
+s6668,Movie,The Millions,"Toka McBaror, Tunde Apalowo","Ramsey Nouah, Blossom Chukwujekwu, Ayo Makun, Nancy Isime, Ali Nuhu, Folusho Durojaiye, Toyin Abraham, Chika Lann, Broda Shaggi, Etinosa Idemudia",Nigeria,"July 17, 2020",2019,95,"To pull off a massive heist, a charismatic con artist attempts to rob a fortified home with the help of a team he can't completely trust.",Comedies
+s6673,TV Show,The Minions of Midas,Mateo Gil,"Luis Tosar, Marta Belmonte, Guillermo Toledo, Carlos Blanco, Marta Milans, Goize Blanco, Elena Irureta, Bea Segura, Jorge Andreu, Daniel Holguín, Adolfo Fernández, Fernando Barona, Juan Blanco, Ahmed Boulane, Pepe Ocio, Vito Sanz, Adelfa Calvo, Joaquín Climent, Carmelo Gómez, Miguel Ángel Solá",Spain,"November 13, 2020",2020,1,A millionaire publisher gets a blackmail note — his decision can mean life or death. Inspired by a Jack London story but set in contemporary Madrid.,Crime TV
+s6676,TV Show,The Mire,Jan Holoubek,"Andrzej Seweryn, Dawid Ogrodnik, Zofia Wichłacz, Magdalena Walach, Piotr Fronczewski, Agnieszka Żulewska, Ireneusz Czop, Zbigniew Waleryś, Jacek Beler, Nel Kaczmarek",Poland,"March 25, 2020",2018,1,"In an early-'80s Polish town, a prostitute and a youth leader are found killed, but the police's handling of the case makes two journalists suspicious.",Crime TV
+s6677,Movie,The Mirror Boy,Obi Emelonye,"Edward Kagutuzi, Genevieve Nnaji, Osita Iheme, Fatima Jabbe, Victor Carvalho, Felix Ceesay, John Charles Njie, Momodu Musa Ceesay",United Kingdom,"June 30, 2020",2011,86,"A young boy is taken to his mother's birth home in Africa, where a mystical adventure in an ominous forest turns into a journey of self-discovery.",Action
+s6680,Movie,The Mistress,Olivia M. Lamasan,"John Lloyd Cruz, Bea Alonzo, Hilda Koronel, Ronaldo Valdez, Anita Linda, Carmi Martin",Philippines,"February 27, 2019",2012,132,The mistress of a wealthy businessman is torn between her loyalty to him and her love for a young architect connected to her in unexpected ways.,Dramas
+s6681,Movie,The Mitfords: A Tale of Two Sisters,Edward Cotterill,Rachael Stirling,United Kingdom,"June 1, 2017",2017,44,Jessica and Diana were sisters who were separated by just a few years in age. But their political ideologies couldn't have been any farther apart.,Documentaries
+s6682,Movie,The Model,Mads Matthiesen,"Maria Palm, Ed Skrein, Yvonnick Muller, Charlotte Tomaszewska, Virgile Bramly, Marco Ilsø, Dominic Allburn",Denmark,"December 6, 2016",2016,104,"Danish teen Emma moves to Paris hoping to become a top model, but her dreams soon unravel when her affair with photographer Shane turns obsessive.",Dramas
+s6683,Movie,The Monster,Bryan Bertino,"Zoe Kazan, Ella Ballentine, Aaron Douglas, Christine Ebadi, Marc Hickox, Scott Speedman, Chris Webb",United States,"January 9, 2019",2016,91,A troubled mother-daughter relationship faces the ultimate test when the duo’s broken-down car leaves them trapped within reach of a vicious creature.,Horror Movies
+s6684,Movie,The Monster of Mangatiti,John Banas,"Greta Gregory, Mark Mitchinson, Bruce Hopkins, John Sumner, Flynn Allen, Harriet Beattie, Carolyn Dando, Laurie Dee, Ruth Dudding",New Zealand,"December 15, 2015",2015,70,Real events are dramatized in the unthinkable story of a resilient teenager held prisoner by a seasoned predator on a remote farm in the 1980s.,Dramas
+s6686,Movie,The Most Assassinated Woman in the World,Franck Ribière,"Anna Mouglalis, Niels Schneider, André Wilms, Michel Fau, Sissi Duparc, Jean-Michel Balthazar, Julie Recoing, Eric Godon, Maya Coline, Constance Dollé",Belgium,"September 7, 2018",2018,102,"In 1930s Paris, an actress famous for her gory death scenes at the Grand Guignol Theater contends with a mysterious stalker and ghosts from her past.",Dramas
+s6688,Movie,The Most Hated Woman in America,Tommy O'Haver,"Melissa Leo, Josh Lucas, Vincent Kartheiser, Juno Temple, Adam Scott, Peter Fonda, Sally Kirkland, Rory Cochrane",United States,"March 24, 2017",2017,93,"This drama follows the controversial life of outspoken atheist Madalyn Murray O'Hair, from her landmark court battles to her infamous abduction.",Dramas
+s6690,Movie,The Motive,Manuel Martín Cuenca,"Javier Gutiérrez, María León, Adelfa Calvo, Adriana Paz, Tenoch Huerta, Rafael Téllez, Antonio de la Torre",Spain,"August 17, 2018",2017,114,An aspiring writer with no imagination seeks inspiration for his novel by manipulating the lives of his neighbors so that he can write about them.,Comedies
+s6693,Movie,The Muppets,James Bobin,"Jason Segel, Amy Adams, Chris Cooper, Rashida Jones, Kermit the Frog, Miss Piggy, Fozzie Bear, Gonzo, Muppets, Steve Whitmire, Eric Jacobson, Dave Goelz, Bill Barretta, David Rudman, Matt Vogel, Peter Linz",United States,"September 1, 2020",2011,104,"When the Muppets learn that their beloved theater is slated for demolition, the gang reunite to raise the $10 million they need to save it.",Children
+s6695,Movie,The Music of Silence,Michael Radford,"Toby Sebastian, Luisa Ranieri, Jordi Mollà, Antonio Banderas, Ennio Fantastichini, Nadir Caselli, Alessandro Sperduti, Francesco Salvi",Italy,"July 1, 2018",2017,115,"Based on the autobiography by tenor Andrea Bocelli, this musical biopic chronicles his life from his bumpy childhood to his meteoric rise to fame.",Dramas
+s6698,Movie,The Naked Gun: From the Files of Police Squad!,David Zucker,"Leslie Nielsen, Priscilla Presley, George Kennedy, Ricardo Montalban, O.J. Simpson, Raye Birk, Susan Beaubian, Nancy Marchand",United States,"January 1, 2021",1988,85,Hapless cop Frank Drebin causes more problems than he solves while trying to stop a deadly plot involving Queen Elizabeth II.,Comedies
+s6699,Movie,The Natural,Barry Levinson,"Robert Redford, Robert Duvall, Glenn Close, Kim Basinger, Wilford Brimley, Barbara Hershey, Robert Prosky, Richard Farnsworth, Joe Don Baker, John Finnegan",United States,"January 1, 2020",1984,138,A gifted baseball player whose life has taken some startling turns becomes a 35-year-old rookie who helps a cellar-dwelling team get back in the game.,Classic Movies
+s6705,Movie,The New Romantic,Carly Stone,"Timm Sharp, Hayley Law, Camila Mendes, Brett Dier, Jessica Barden, Avan Jogia",Canada,"April 15, 2019",2018,82,"Fed up with dating and debt, a naïve college senior documents her experience of being with a wealthy, older man for a gonzo journalism grant.",Comedies
+s6706,Movie,The Next Karate Kid,Christopher Cain,"Pat Morita, Hilary Swank, Michael Ironside, Constance Towers, Chris Conrad, Arsenio ""Sonny"" Trinidad, Michael Cavalieri, Walton Goggins",United States,"November 1, 2020",1994,107,"In Boston, karate master Mr. Miyagi finds a new pupil in troubled teen Julie Pierce when she gets bullied by a group of relentless classmates.",Action
+s6707,Movie,The Next Skin,"Isaki Lacuesta, Isa Campo","Àlex Monner, Emma Suárez, Sergi López, Bruno Todeschini, Igor Szpakowski, Sílvia Bel, Greta Fernández, Mikel Iglesias",Spain,"May 1, 2017",2016,104,"When a withdrawn, long-missing teenager reappears in a chilly alpine town, his heartbroken family begins to wonder if he's actually who he says he is.",Dramas
+s6709,Movie,The Night Clerk,Michael Cristofer,"Tye Sheridan, Ana de Armas, Helen Hunt, John Leguizamo, Johnathon Schaech, Jacque Gray",United States,"June 6, 2020",2020,90,"After a charming guest checks in, a voyeuristic hotel clerk on the autism spectrum becomes a suspect in a murder that takes place during his shift.",Dramas
+s6710,Movie,The Night Comes for Us,Timo Tjahjanto,"Joe Taslim, Iko Uwais, Asha Kenyeri Bermudez, Sunny Pang, Salvita Decorte, Abimana Aryasatya, Zack Lee, Dimas Anggara, Julie Estelle, Dian Sastrowardoyo",Indonesia,"October 19, 2018",2018,121,"After sparing a girl's life during a massacre, an elite Triad assassin is targeted by an onslaught of murderous gangsters.",Action
+s6714,Movie,The Nut Job,Peter Lepeniotis,"Will Arnett, Brendan Fraser, Gabriel Iglesias, Jeff Dunham, Liam Neeson, Katherine Heigl, Stephen Lang, Maya Rudolph, Sarah Gadon, James Rankin",Canada,"June 18, 2020",2014,85,"When his grouchy attitude gets him kicked out of the park, Surly the squirrel hatches a plan to rob Maury's Nut Shop to stock up for winter.",Children
+s6715,Movie,The Nutcracker and the Four Realms,"Lasse Hallström, Joe Johnston","Mackenzie Foy, Keira Knightley, Helen Mirren, Morgan Freeman, Matthew Macfadyen, Eugenio Derbez, Miranda Hart, Jack Whitehall, Ellie Bamber, Richard E. Grant, Omid Djalili, Tom Sweet, Misty Copeland, Sergei Polunin, Meera Syal",United States,"May 28, 2019",2018,99,"When her late mother gifts her a key, Clara embarks on a dreamlike journey full of fantasy and conflict in this retelling of the holiday classic.",Children
+s6718,Movie,The Occupant,"Àlex Pastor, David Pastor","Javier Gutiérrez, Mario Casas, Bruna Cusí, Ruth Díaz",Spain,"March 25, 2020",2020,104,An unemployed advertising executive begins stalking the new tenants of his former home and his motives toward the family turn sinister.,Independent Movies
+s6720,Movie,The Old Guard,Gina Prince-Bythewood,"Charlize Theron, KiKi Layne, Marwan Kenzari, Luca Marinelli, Harry Melling, Van Veronica Ngo, Matthias Schoenaerts, Chiwetel Ejiofor",United States,"July 10, 2020",2020,126,Four undying warriors who've secretly protected humanity for centuries become targeted for their mysterious powers just as they discover a new immortal.,Action
+s6723,Movie,The One I Love,Charlie McDowell,"Mark Duplass, Elisabeth Moss, Ted Danson",United States,"May 30, 2019",2014,91,"Confronted with the potential end of their marriage, Ethan and Sophie take off for a weekend together, hoping to negotiate their future.",Comedies
+s6724,Movie,The Only Mother To You All,Wenn V. Deramas,"Ai-Ai de las Alas, Shaina Magdayao, Carlo Aquino, Alwyn Uytingco, Eugene Domingo, Deejay Durano, Serena Dalrymple, Jiro Manio, Yuki Kadooka, Cherry Pie Picache, Gloria Diaz",Philippines,"February 27, 2019",2008,106,"Raising her large family alone after her husband's death, Ina searches for work and finally lands the most unlikely job: president of the Philippines.",Comedies
+s6725,Movie,The Open House,"Matt Angel, Suzanne Coote","Dylan Minnette, Piercey Dalton, Patricia Bethune, Sharif Atkins, Aaron Abrams, Edward Olson, Katie Walder, Paul Rae",Canada,"January 19, 2018",2018,95,"Following a tragedy, a mother and her teen son move to a relative's vacant vacation home, where eerie and unexplained forces conspire against them.",Horror Movies
+s6727,Movie,The Original Kings of Comedy,Spike Lee,"Steve Harvey, D.L. Hughley, Cedric the Entertainer, Bernie Mac",United States,"January 1, 2020",2000,111,"Director Spike Lee documents the last night of the hit comedy tour featuring comics Steve Harvey, Cedric the Entertainer, D.L. Hughley and Bernie Mac.",Stand-Up
+s6729,Movie,The Other,Youssef Chahine,"Nabila Ebeid, Mahmoud Hemeida, Hanan Turk, Hani Salama, Lebleba, Hassan Abdel Hamid, Ezzat Abou Aouf, Ahmed Fouad Selim, Amr Saad, Ahmad Wafiq",France,"May 29, 2020",1999,106,"When a graduate student elopes with a plucky reporter, his wealthy, possessive mother connives with his militant brother-in-law to wreck the union.",Dramas
+s6730,Movie,The Other Guys,Adam McKay,"Will Ferrell, Mark Wahlberg, Eva Mendes, Michael Keaton, Steve Coogan, Ray Stevenson, Samuel L. Jackson, Dwayne Johnson, Lindsay Sloane, Natalie Zea",United States,"February 1, 2020",2010,108,New York cops Allen and Terry toil in obscurity as lowly desk jockeys until a big break finally gives them a chance to tackle real police work.,Action
+s6731,Movie,The Other One: The Long Strange Trip of Bob Weir,Mike Fleiss,Bob Weir,United States,"May 22, 2015",2015,84,This chronicle of Bob Weir highlights his brotherhood with Jerry Garcia and his success as a member of one of the world's most influential bands.,Documentaries
+s6732,Movie,The Other Side of the Wind,Orson Welles,"John Huston, Oja Kodar, Peter Bogdanovich, Susan Strasberg, Robert Random, Lilli Palmer, Norman Foster, Edmond O'Brien, Mercedes McCambridge, Cameron Mitchell, Paul Stewart",France,"November 2, 2018",2018,122,"On the last day of his life, a legendary director struggles to complete a new project and contemplates his legacy in this layered film by Orson Welles.",Classic Movies
+s6733,Movie,The Ottoman Lieutenant,Joseph Ruben,"Michiel Huisman, Hera Hilmar, Josh Hartnett, Ben Kingsley, Haluk Bilginer, Affif Ben Badra, Paul Barrett, Jessica Turner",Turkey,"August 1, 2020",2017,111,"As World War I looms, an American nurse travels to the Ottoman Empire on a medical mission, where she clashes with a dashing lieutenant.",Dramas
+s6734,Movie,The Outcasts,Peter Hutchings,"Victoria Justice, Eden Sher, Ashley Rickards, Claudia Lee, Katie Chang, Peyton List, Jazmyn Richardson, Avan Jogia, Will Peltz",United States,"August 14, 2017",2017,94,"After failing to strike a truce with their school's queen bee, two misfit best friends lead a nerd uprising that turns social hierarchy on its head.",Comedies
+s6735,Movie,The Outpost,Rod Lurie,"Scott Eastwood, Caleb Landry Jones, Orlando Bloom, Jack Kesy, Cory Hardrict, Milo Gibson, Jacob Scipio, Taylor John Smith, Jonathan Yunger, Alexander Arnold",United States,"October 1, 2020",2020,123,A group of vastly outnumbered U.S. soldiers at a remote Afghanistan base must fend off a brutal offensive by Taliban fighters in the Battle of Kamdesh.,Action
+s6736,Movie,The Outsider,Timothy Woodward Jr.,"Jon Foo, Trace Adkins, Sean Patrick Flanery, Kaiwi Lyman, Nelli Tsay, Danny Trejo, Mitchell L. Johnson, Philip V. Bruenn",United States,"September 15, 2019",2019,86,A frontier sheriff tries to protect his sadistic son from a Chinese railroad worker hellbent on revenge.,Uncategorized
+s6738,Movie,The Package,Jake Szymanski,"Daniel Doheny, Geraldine Viswanathan, Luke Spencer Roberts, Eduardo Franco, Sadie Calvano",United States,"August 10, 2018",2018,95,"After their buddy suffers an unfortunate accident during spring break, four pals risk everything – including their dignity – to make him whole again.",Comedies
+s6739,Movie,The Panti Sisters,Jun Lana,"Paolo Ballesteros, Martin del Rosario, Christian Bables, John Arcilla, Carmi Martin, Rosanna Roces, Joross Gamboa, Via Antonio, Roxanne Barcelo",Philippines,"December 10, 2020",2019,108,Three gay siblings are told by their terminally ill father that they must each produce a grandchild in order to inherit their share of his fortune.,Comedies
+s6741,Movie,The Paramedic,Carles Torras,"Mario Casas, Déborah François, Guillermo Pfening, María Rodríguez Soto, Celso Bugallo, Raúl Jiménez, Pol Monen, Alice Bocchi, Martín Bacigalupo",Spain,"September 16, 2020",2020,94,"Unable to face his new reality in a wheelchair, Ángel develops a deadly obsession with the woman who left him and unleashes a sinister revenge plot.",Dramas
+s6743,Movie,The Parole Officer,John Duigan,"Steve Coogan, Emma Gilmour, Susan Jane Tanner, Iain Mitchell, James Smith, Om Puri, Steven Waddington, Ben Miller, Lena Headey, Jenny Agutter",United Kingdom,"August 1, 2018",2001,94,"After witnessing a murder, Simon Garden is framed – and the only evidence that proves his innocence is a videotape locked inside a bank vault.",Action
+s6744,Movie,The Pass,Ben A. Williams,"Russell Tovey, Arinzé Kene, Lisa McGrillis, Nico Mirallegro, Rory J. Saper",United Kingdom,"January 1, 2019",2016,87,The lives and careers of two professional soccer players are profoundly impacted by a single moment of intimacy that took place between them.,Dramas
+s6745,Movie,The Peacemaker,Mimi Leder,"George Clooney, Nicole Kidman, Marcel Iures, Aleksandr Baluev, Rene Medvesek, Gary Werntz, Randall Batinkoff, Jim Haynie, Alexander Strobele, Holt McCallany",United States,"January 1, 2020",1997,124,"After terrorists trigger a nuclear blast in Russia, a U.S. Special Forces intelligence agent and a nuclear weapons expert come to the rescue.",Action
+s6746,Movie,The Pelican Brief,Alan J. Pakula,"Julia Roberts, Denzel Washington, Sam Shepard, John Heard, Tony Goldwyn, James Sikking, William Atherton, Robert Culp, Stanley Tucci, John Lithgow, Hume Cronyn",United States,"November 1, 2019",1993,141,"When law student Darby Shaw theorizes about the assassinations of two Supreme Court justices, she is put in danger and turns to a reporter for help.",Dramas
+s6747,Movie,The Perfect Date,Chris Nelson,"Noah Centineo, Laura Marano, Camila Mendes, Odiseas Georgiadis, Matt Walsh, Joe Chrest, Carrie Lazar, Alex Biglane, Blaine Kern III, Zak Steiner",United States,"April 12, 2019",2019,91,"To earn money for college, a high schooler launches an app offering his services as a fake date. But when real feelings emerge, things get complicated.",Comedies
+s6749,Movie,The Perfect Dictatorship,Luis Estrada,"Damián Alcázar, Alfonso Herrera, Joaquín Cosio, Osvaldo Benavides, Silvia Navarro, Flavio Medina, Saúl Lisazo, Tony Dalton",Mexico,"June 1, 2015",2014,143,"After accepting a colossal bribe, a powerful TV conglomerate gins up fake news stories to enhance the image of a notoriously corrupt politician.",Comedies
+s6751,Movie,The Perfect Picture: Ten Years Later,Shirley Frimpong-Manso,"Jackie Appiah, Naa Ashorkor Mensa-Doku, Lydia Forson, Adjetey Anang, Richard Mofe-Damijo, Chris Attoh, Gideon Okeke, Joselyn Dumas, John Dumelo, Beverly Naya",Ghana,"July 3, 2020",2019,148,"From flawed husbands to shaky finances, new complications test a close circle of friends who must lean on each other in a new decade of their lives.",Comedies
+s6752,Movie,The Perfection,Richard Shepard,"Allison Williams, Logan Browning, Steven Weber, Alaina Huffman, Mark Kandborg, Graeme Duffy",United States,"May 24, 2019",2019,91,"In this twisty horror-thriller, a once-promising music prodigy reconnects with her former mentors, only to find them taken with a talented new pupil.",Horror Movies
+s6753,Movie,The Perks of Being a Wallflower,Stephen Chbosky,"Logan Lerman, Emma Watson, Ezra Miller, Mae Whitman, Paul Rudd, Nina Dobrev, Johnny Simmons, Dylan McDermott, Kate Walsh, Joan Cusack, Melanie Lynskey",United States,"April 1, 2020",2012,103,A shy freshman struggling with depression deals with his best friend's suicide and his first love in this engaging coming-of-age tale.,Comedies
+s6754,Movie,The Phantom of the Opera,Joel Schumacher,"Gerard Butler, Emmy Rossum, Patrick Wilson, Miranda Richardson, Minnie Driver, Ciarán Hinds, Simon Callow, Victor McGuire, Jennifer Ellison",United Kingdom,"June 1, 2019",2004,141,"In 1870, a disfigured recluse roams beneath a Parisian opera house and takes under his wing a young soprano, with whom a love triangle develops.",Dramas
+s6756,Movie,The Photographer Of Mauthausen,Mar Targarona,"Mario Casas, Richard van Weyden, Alain Hernández, Adrià Salazar, Eduard Buch, Stefan Weinert, Rubén Yuste, Nikola Stojanovic, Frank Feys, Marc Rodríguez, Albert Mora, Luka Peros, Rainer Reiners, Toni Gomila, Emilio Gavira, Macarena Gómez",Spain,"February 23, 2019",2018,110,A Catalán prisoner at a Nazi concentration camp uses his office job to steal photo negatives of the atrocities committed there. Based on true events.,Dramas
+s6757,Movie,The Physician,Philipp Stölzl,"Tom Payne, Ben Kingsley, Stellan Skarsgård, Olivier Martinez, Emma Rigby, Elyas M'Barek, Fahri Yardim, Makram Khoury, Michael Marcus",Germany,"July 15, 2015",2013,155,A medical apprentice in 11th-century Persia disguises himself as a Jew to study at a school that does not admit Christians.,Action
+s6758,Movie,The Pink Panther,Shawn Levy,"Steve Martin, Kevin Kline, Beyoncé Knowles-Carter, Jean Reno, Emily Mortimer, Henry Czerny, Kristin Chenoweth, Roger Rees, Philip Goodwin, Henri Garcin, William Abadie",United States,"July 1, 2019",2006,93,Bumbling Inspector Clouseau must solve the murder of a world-famous soccer coach and catch the thief who stole his priceless diamond ring.,Children
+s6759,Movie,The Pirate Fairy,Peggy Holmes,"Mae Whitman, Christina Hendricks, Tom Hiddleston, Lucy Liu, Raven-Symoné, Megan Hilty, Pamela Adlon, Angela Bartys, Jim Cummings, Carlos Ponce, Mick Wingert, Kevin Michael Richardson, Jeff Bennett, Rob Paulsen, Grey DeLisle, Kari Wahlgren, Jane Horrocks, Jesse McCartney, Anjelica Huston",United States,"June 15, 2014",2014,78,"In this spritely tale, Tinker Bell and her friends set out to find free-spirited fairy Zarina after she makes off with some precious Blue Pixie Dust.",Children
+s6760,Movie,The Pirates of Somalia,Bryan Buckley,"Evan Peters, Barkhad Abdi, Melanie Griffith, Al Pacino, Philip Ettinger, Sabrina Hassan Abdulle, Kiana Madani, Abdi Sidow Farah, Mohamed Barre, Armaan Haggio",Somalia,"March 1, 2018",2017,118,An aspiring journalist travels to Somalia in hopes of making a name for himself by covering dangerous pirates and hijackers.,Dramas
+s6761,Movie,The Pirates! Band of Misfits,"Peter Lord, Jeff Newitt","Hugh Grant, Martin Freeman, Imelda Staunton, David Tennant, Jeremy Piven, Salma Hayek, Lenny Henry, Brian Blessed, Russell Tovey, Anton Yelchin, Al Roker, David Schaal, Peter Lord, Ashley Jensen, Kayvan Novak, Mitchell Mullen, Brendan Gleeson, David Schneider",United Kingdom,"October 1, 2020",2012,88,"An egotistical pirate captain strives to win the Pirate of the Year Award, but to snag the coveted prize, he'll have to outwit his dreaded rivals.",Children
+s6762,Movie,The Pixar Story,Leslie Iwerks,Stacy Keach,United States,"November 18, 2018",2007,89,Go behind the scenes at Pixar Animation Studios with this Emmy-nominated documentary tracing the creation and history of the groundbreaking company.,Documentaries
+s6763,Movie,The Place Beyond the Pines,Derek Cianfrance,"Ryan Gosling, Bradley Cooper, Eva Mendes, Ray Liotta, Ben Mendelsohn, Rose Byrne, Mahershala Ali, Bruce Greenwood, Harris Yulin, Olga Merediz",United States,"May 16, 2017",2012,140,A violent confrontation between a motorcycle-riding bank robber and a rookie cop spirals into a tense generational feud.,Dramas
+s6764,Movie,The Plagues of Breslau,Patryk Vega,"Małgorzata Kożuchowska, Daria Widawska, Katarzyna Bujakiewicz, Maria Dejmek, Andrzej Grabowski, Ewa Kasprzyk, Jacek Beler, Wojciech Kalinowski, Igor Kujawski, Iwona Bielska, Tomasz Oświeciński",Poland,"April 22, 2020",2018,94,"After a body is found sewn inside a cow hide, a Wrocław detective discovers a killer is recreating an 18th-century ""plague"" of criminal punishments.",International Movies
+s6765,Movie,The Plan,Keerthi,"Anant Nag, Koustubh Jayakumar, Hemanth, Shreeram, Jay, Sanath, Pramod Shetty, Harish Roy",India,"March 1, 2018",2015,124,"After being sent to a remote prison, three young men suffer under the watchful eye of their jailer and make a meticulous plan to escape.",Dramas
+s6768,Movie,The Player,Ahmad El-Badri,"Ramez Galal, Emy Samir Ghanim, Edward Fouad, Hassan Hosny, Yousef Fawzy, Samar Gaber, Ragaa Al-Geddawy, Maha Abou Ouf, Mai El-Kady",Egypt,"June 20, 2019",2012,110,"To save his father’s company from bankruptcy, a rich, spoiled playboy is forced to wed a no-nonsense woman, who's just as unhappy to be marrying him.",Comedies
+s6769,Movie,The Players,Stefano Mordini,"Valerio Mastandrea, Riccardo Scamarcio, Laura Chiatti, Valentina Cervi, Marina Foïs, Euridice Axen, Massimiliano Gallo, Alessia Giuliani",Italy,"July 15, 2020",2020,89,"From campy lies to sexy surprises, this collection of vignettes captures the follies of several men as they fumble with fidelity and relationships.",Comedies
+s6770,Movie,The Polar Express,Robert Zemeckis,"Tom Hanks, Leslie Zemeckis, Eddie Deezen, Nona Gaye, Peter Scolari, Brendan King, Andy Pellick, Michael Jeter, Chris Coppola, Julene Renee",United States,"January 1, 2021",2004,100,"In this warm-hearted tale, a young boy's faith in the holiday spirit is revived after he makes his way by train to the North Pole on Christmas Eve.",Children
+s6772,Movie,The Polka King,Maya Forbes,"Jack Black, Jenny Slate, Jason Schwartzman, Jacki Weaver, J.B. Smoove, Vanessa Bayer, Robert Capron, Willie Garson, Lew Schneider",United States,"January 12, 2018",2018,94,"Determined to make it big in America, Polish-born bandleader Jan Lewan draws his fans into a Ponzi scheme in this comedy based on a true story.",Comedies
+s6774,Movie,The President's Barber,Chan-sang Lim,"Kang-ho Song, So-ri Moon, Jae-eung Lee, Yeong-jin Jo, Byung-ho Son, Yong-soo park, Seung-soo Ryu, Ju-sang Yun, Gyu-su Jeong, Dal-su Oh",South Korea,"October 1, 2017",2004,116,"The personal barber to the president, as well as his wife and only son, get tangled in the political chaos that gripped South Korea in the late 1900s.",Comedies
+s6775,Movie,The Price of Success,Teddy Lussi-Modeste,"Tahar Rahim, Maïwenn Le Besco, Roschdy Zem, Grégoire Colin, Sultan, Ali Marhyar, Camille Lellouche, Saïda Bekkouche, Meriem Serbah, Salma Lahmer",France,"April 30, 2018",2017,92,"Struggling to balance family ties and a career, a rising comedian of Parisian banlieue roots learns the true price of fame.",Dramas
+s6776,Movie,The Prince,Brian A. Miller,"Jason Patric, Bruce Willis, John Cusack, Rain, Jessica Lowndes, Johnathon Schaech, Gia Mantegna, 50 Cent",United States,"February 22, 2019",2014,91,A former Mafia hit man living quietly as a mechanic veers back into his old world after his daughter is abducted and faces an old foe in New Orleans.,Action
+s6777,Movie,The Prince & Me,Martha Coolidge,"Julia Stiles, Luke Mably, Ben Miller, Miranda Richardson, James Fox, Alberta Watson, John Bourgeois, Zachary Knighton, Eliza Bennett",United States,"October 1, 2020",2004,111,"A hardworking Wisconsin college student falls for her arrogant yet charming classmate, unaware that he's a Danish prince attending school incognito.",Comedies
+s6780,Movie,The Princess and the Frog,"Ron Clements, John Musker","Anika Noni Rose, Bruno Campos, Keith David, Michael-Leon Wooley, Jennifer Cody, Jim Cummings, Peter Bartlett, Jenifer Lewis, Oprah Winfrey, Terrence Howard, John Goodman, Emeril Lagasse, June Christopher, Paul Briggs, Rob Edwards, John Kassir, Fred Tatasciore, Kimberly Russell, Rif Hutton, Randy Newman, Bridget Hoffman, Corey Burton, Joe Whyte, Michael Colyar, Bruce Smith, Terri Douglas, Claudette Wells, Roger Aaron Brown, Mona Marshall, Terence Blanchard, Kwesi Boakye, Mick Wingert, David Cowgill, Peter Renaday, John Musker, Ritchie Montgomery, Jerry Kernion, Philip Proctor, Eddie Frierson",United States,"July 16, 2019",2009,98,"In New Orleans during the Jazz Age, a beautiful girl named Tiana has a fateful encounter with frog prince who desperately wants to be human again.",Children
+s6782,Movie,The Princess Switch: Switched Again,Mike Rohl,"Vanessa Hudgens, Nick Sagar, Sam Palladio, Mia Lloyd, Lachlan Nieboer, Ricky Norwood, Florence Hall, Suanne Braun, Mark Fleischmann",United States,"November 19, 2020",2020,97,"When Margaret's Christmas coronation complicates her love life, her double Stacy steps in to save the day. But will a third look-alike ruin their plan?",Children
+s6784,Movie,The Prison,Na Hyeon,"Suk-kyu Han, Rae-won Kim, Kyeong-yeong Lee, Woong-in Jeong, Jae-yun Jo, Sung-rok Shin, Kim Sung-kyun, Kwak Min-ho",South Korea,"November 18, 2017",2017,125,A cop-turned-convict discovers a crime syndicate inside a prison lorded over by an inmate crime boss – and joins in on their nightly heists.,Action
+s6785,Movie,The Professor and the Madman,Farhad Safinia,"Mel Gibson, Sean Penn, Natalie Dormer, Eddie Marsan, Steve Coogan, Stephen Dillane, Ioan Gruffudd, Jennifer Ehle, Jeremy Irvine, David O'Hara, Anthony Andrews",Ireland,"December 15, 2020",2019,125,"While working on the first Oxford English Dictionary, a scholar receives thousands of entries from a doctor with a lengthy vocabulary and dark secrets.",Dramas
+s6786,Movie,The Prom,Ryan Murphy,"Meryl Streep, James Corden, Nicole Kidman, Kerry Washington, Andrew Rannells, Keegan-Michael Key, Jo Ellen Pellman, Ariana DeBose, Mary Kay Place, Kevin Chamberlin, Tracey Ullman, Logan Riley, Sofia Deler, Nico Greetham, Nathaniel J. Potvin",United States,"December 11, 2020",2020,132,A group of down-on-their-luck Broadway stars shake up a small Indiana town as they rally behind a teen who just wants to attend prom with her girlfriend.,Comedies
+s6787,Movie,The Promise,Terry George,"Oscar Isaac, Charlotte Le Bon, Christian Bale, Daniel Giménez Cacho, Shohreh Aghdashloo, Marwan Kenzari, Angela Sarafyan, Rade Serbedzija, Tom Hollander, Igal Naor, Numan Acar, Milene Mayer, Jean Reno, James Cromwell",Spain,"August 9, 2020",2016,133,"As the Ottoman Empire enters WWI, a love triangle involving an Armenian medical student, an artist and an American journalist takes a harrowing turn.",Dramas
+s6790,Movie,The Pursuit,John Papola,Arthur Brooks,United States,"August 7, 2019",2019,76,"In a time of turbulence for the free market system, one economist explores how it has lifted billions out of poverty, and might just save us all.",Documentaries
+s6791,Movie,The Pursuit of Happyness,Gabriele Muccino,"Will Smith, Jaden Smith, Thandie Newton, Brian Howe, James Karen, Dan Castellaneta, Kurt Fuller, Takayo Fischer",United States,"October 1, 2019",2006,117,"When Chris and his son are evicted, they face trying times as a desperate Chris accepts an unpaid internship at a stock brokerage firm.",Dramas
+s6792,Movie,The Push,"Grant Korgan, Brian Niles",Grant Korgan,United States,"June 7, 2019",2018,90,"After a snowmobile accident paralyzed him, Grant Korgan became the first athlete with a spinal cord injury to push himself to the South Pole.",Documentaries
+s6800,Movie,The Rainbow Troops,Riri Riza,"Cut Mini Theo, Ikranagara, Lukman Sardi, Ario Bayu, Tora Sudiro",Indonesia,"October 21, 2018",2008,119,Two Indonesian teachers embrace an inspiring crop of gifted young students who've come to study at their crumbling Islamic primary school.,Children
+s6801,Movie,The Rainmaker,Francis Ford Coppola,"Matt Damon, Danny DeVito, Claire Danes, Jon Voight, Mary Kay Place, Dean Stockwell, Teresa Wright, Virginia Madsen, Mickey Rourke, Andrew Shue",United States,"November 20, 2019",1997,136,A young attorney and a scrappy paralegal work to help the parents of a terminally ill boy in their suit against an insurance company.,Dramas
+s6806,Movie,The Real Miyagi,Kevin Derek,Fumio Demura,United States,"June 16, 2017",2015,81,"A look at the life of karate master Fumio Demura shows how he spread the discipline in the West, winning countless devotees and influencing Hollywood.",Documentaries
+s6807,Movie,The Rebound,Shaina Allen,"Orlando Carrillo, Mario Moran, Jeremie Phenom Thomas",United States,"February 28, 2019",2016,77,"This documentary follows three players on the Miami Heat Wheels, who face long odds on the way to the national wheelchair basketball championship.",Documentaries
+s6808,Movie,The Reconquest,Jonás Trueba,"Francesco Carril, Itsaso Arana, Candela Recio, Pablo Hoyos, Aura Garrido",Spain,"February 1, 2017",2016,108,"Years after they were childhood sweethearts, Manuela and Olmo share a night in Madrid, where they discuss their past and the possibility of a future.",Dramas
+s6809,Movie,The Red Sea Diving Resort,Gideon Raff,"Chris Evans, Michael Kenneth Williams, Haley Bennett, Alessandro Nivola, Michiel Huisman, Alex Hassell, Mark Ivanir, Chris Chalk, Greg Kinnear, Ben Kingsley",Canada,"July 31, 2019",2019,130,Undercover agents open up a fake hotel to real tourists as a cover to help smuggle thousands of Ethiopian refugees to safety. Inspired by true events.,Dramas
+s6811,Movie,The Rehearsal,Alison MacLean,"James Rolleston, Kerry Fox, Ella Edwards, Alice Englert",New Zealand,"January 1, 2018",2016,102,A drama student is torn between creative possibility and ethical boundaries when his girlfriend's family gets caught up in a sex scandal.,Dramas
+s6812,Movie,The Reliant,Paul Munger,"Kevin Sorbo, Mollee Gray, Eric Roberts, Brian Bosworth, Julia Denton, Blake Burt, Marisa Lynae Hampton, Josh Murray, Kiera Strauss, Tyler Sanders",United States,"April 28, 2020",2019,116,"When a town suffers an economic collapse, social unrest forces a family to seek refuge in the wilderness as bitter outlaws threaten their survival.",Dramas
+s6817,Movie,The Resistance Banker,Joram Lürsen,"Barry Atsma, Jacob Derwig, Pierre Bokma, Jaap Spijkers, Raymond Thiry, Fockeline Ouwerkerk, Matteo van der Grijn, Jochum ten Haaf, Peter Jordan, Götz Schubert",Netherlands,"September 11, 2018",2018,123,"Risking his family and future, a banker in occupied Amsterdam slows the Nazi war machine by creating an underground bank to fund the resistance.",Dramas
+s6819,Movie,The Rezort,Steve Barker,"Dougray Scott, Jessica De Gouw, Martin McCann, Jassa Ahluwalia, Elen Rhys, Claire Goose",United Kingdom,"January 16, 2017",2016,90,"After a global zombie war, the living dead are confined to a luxury island resort and hunted by tourists on safari – until the security system fails.",Horror Movies
+s6820,Movie,The Ridiculous 6,Frank Coraci,"Adam Sandler, Terry Crews, Jorge Garcia, Taylor Lautner, Rob Schneider, Luke Wilson, Will Forte, Steve Zahn, Harvey Keitel, Nick Nolte, Jon Lovitz, Whitney Cummings, David Spade, Danny Trejo, Nick Swardson, Blake Shelton, Vanilla Ice, Julia Jones, Saginaw Grant, Lavell Crawford, Steve Buscemi",United States,"December 11, 2015",2015,120,"When his outlaw dad is kidnapped, Tommy “White Knife” Stockburn sets off across the West on a rescue mission with five brothers he never knew he had.",Action
+s6821,Movie,The Rift: The Dark Side of the Moon,Dejan Zečević,"Ken Foree, Katarina Čas, Dragan Mićanović, Monte Markham, Denis Murić, Miroljub Lešo, Sonja Vukićević, Ratko Turčinović, Mick Garris",Serbia,"February 26, 2018",2016,92,"When a team of special agents is sent to recover the wreckage of a downed satellite in Serbia, their mission takes a horrifying turn.",Horror Movies
+s6822,Movie,The Right One,Hadi El Bagoury,"Hani Salama, Basma Ahmad, Rania Yousef, Kinda Allouch, Yasmin Raeis, Amr Youssef, Zizi El-Badrawy",Egypt,"June 13, 2019",2011,93,"Under pressure to marry, a rich playboy is conflicted between four women who each possess a different quality he desires in his ideal wife.",Dramas
+s6823,Movie,The Ring,Gore Verbinski,"Naomi Watts, Martin Henderson, David Dorfman, Brian Cox, Jane Alexander, Lindsay Frost, Amber Tamblyn, Rachael Bella, Daveigh Chase, Shannon Cochran",United States,"January 1, 2020",2002,116,A reporter watches a video that supposedly sets in motion the viewer's death in seven days. Can she unravel the mystery before her own time is up?,Horror Movies
+s6824,Movie,The Riot Club,Lone Scherfig,"Sam Claflin, Max Irons, Douglas Booth, Jessica Brown Findlay, Holliday Grainger, Natalie Dormer, Olly Alexander, Matthew Beard, Gordon Brown, Jack Farthing, Freddie Fox",United Kingdom,"March 16, 2017",2014,107,"After being drafted into an elite secret society, a pair of students at Oxford University see the group's extreme debauchery spiral out of control.",Dramas
+s6827,Movie,The Ritual,David Bruckner,"Rafe Spall, Arsher Ali, Robert James-Collier, Sam Troughton",United Kingdom,"February 9, 2018",2018,95,"Four friends with a long-standing – but strained – connection take a hiking trip into the Swedish wilderness, from which they may never return.",Horror Movies
+s6828,Movie,The River Thief,N.D. Wilson,"Joel Courtney, Tommy Cash, Paul Johansson, Bas Rutten, Raleigh Cain, David Shannon",United States,"January 14, 2017",2016,87,"A heedless teen drifter who falls for a small-town waitress makes the mistake of robbing a drug lord, putting his life and newfound love in jeopardy.",Dramas
+s6829,Movie,The River Wild,Curtis Hanson,"Meryl Streep, Kevin Bacon, David Strathairn, Joseph Mazzello, John C. Reilly, Benjamin Bratt, Elizabeth Hoffman, William Lucking, Diane Delano",United States,"September 1, 2018",1994,111,"A turbulent vacation turns deadly when a fugitive and his crew kidnap a river rafting guide and her family, forcing them down the dangerous river.",Action
+s6833,Movie,The Rolling Stones: Olé Olé Olé! A Trip Across Latin America,Paul Dugdale,"Mick Jagger, Keith Richards, Ronnie Wood, Charlie Watts",United Kingdom,"March 22, 2019",2016,101,"Follow the Rolling Stones as the iconic group breaks new ground in Latin America, wrapping a 10-city tour as the first-ever rock band to play in Cuba.",Documentaries
+s6834,Movie,The Roommate,Christian E. Christiansen,"Leighton Meester, Minka Kelly, Cam Gigandet, Aly Michalka, Danneel Ackles, Frances Fisher, Tomas Arana, Billy Zane, Nina Dobrev, Matt Lanter, Kat Graham",United States,"April 1, 2020",2011,91,"While acclimating to campus life, college freshman Sara begins to realize that her new roommate, Rebecca, is becoming obsessed with her.",Thrillers
+s6835,Movie,The Rope Curse 2,Liao Shih-han,"Lee Kang-sheng, Wilson Hsu, Vera Chen, Yen Cheng-kuo, Chen Bor-jeng, Liu Kuo-shao",Taiwan,"December 30, 2020",2020,105,"After a purification ritual unravels, a conflicted Taoist priest attempts to help a lonely young psychic whose aunt is possessed by a powerful demon.",Horror Movies
+s6836,Movie,The Rover,David Michôd,"Guy Pearce, Robert Pattinson, Scoot McNairy, David Field, Anthony Hayes, Gillian Jones, Susan Prior, Nash Edgerton",Australia,"July 19, 2018",2014,103,"Set in a chaotic future, this Outback saga follows loner Eric's brutal ordeal when a criminal gang takes his car and leaves him nowhere with nothing.",International Movies
+s6837,Movie,The Royal Bengal Tiger,Rajesh Ganguly,"Jeet, Abir Chatterjee, Priyanka Sarkar, Shradha Das, Kharaj Mukherjee, Shantilal Mukherjee, Barun Chanda, Deb Ranajan Nag, Rajesh Sharma",India,"September 19, 2020",2014,103,"Knocked down by life one too many times, a meek family man drastically transforms from shy to savage after an encounter with a mysterious friend.",Dramas
+s6838,Movie,The Royal Hibiscus Hotel,Ishaya Bako,"Zainab Balogun, Kenneth Okolie, Deyemi Okanlawon, Joke Silva, Olu Jacobs, Jide Kosoko, Rachel Oniga, Kemi Lala Akindoju, Ini Dima-Okojie, Toni Tones",Nigeria,"June 22, 2020",2017,90,A disenchanted chef tries to help her parents restore their failing hotel but cooks up feelings for an investor with his sights set on the property.,Comedies
+s6840,Movie,The Rugrats Movie,"Igor Kovalyov, Norton Virgien","Elizabeth Daily, Christine Cavanaugh, Kath Soucie, Melanie Chartoff, Phil Proctor, Cree Summer, Cheryl Chase, Tara Strong, Jack Riley, Joe Alaskey, Michael Bell, Tress MacNeille, Busta Rhymes, Whoopi Goldberg, David Spade",United States,"October 1, 2019",1998,81,"When his baby brother Dil is born, Tommy Pickles and his pals decide that he's too much responsibility and try to return him to the hospital.",Children
+s6841,Movie,THE RUM DIARY,Bruce Robinson,"Johnny Depp, Aaron Eckhart, Michael Rispoli, Amber Heard, Richard Jenkins, Giovanni Ribisi, Amaury Nolasco, Marshall Bell, Bill Smitrovich",United States,"December 6, 2019",2011,120,Johnny Depp stars in this adaptation of Hunter S. Thompson's novel about a boozy journalist who moves to Puerto Rico and falls for a taken woman.,Comedies
+s6842,Movie,The Runaways,Floria Sigismondi,"Kristen Stewart, Dakota Fanning, Michael Shannon, Stella Maeve, Scout Taylor-Compton, Alia Shawkat, Riley Keough, Johnny Lewis, Tatum O'Neal, Brett Cullen, Hannah Marks",United States,"April 1, 2020",2010,107,"This biopic charts the rise of the rebellious California girls who formed the 1970s rock group the Runaways, paving the way for future girl musicians.",Dramas
+s6843,Movie,The Runner,Austin Stark,"Nicolas Cage, Sarah Paulson, Connie Nielsen, Wendell Pierce, Bryan Batt, Peter Fonda, Dana Gourrier",United States,"September 8, 2017",2015,90,A New Orleans politician finds his idealistic plans for rebuilding after a toxic oil spill unraveling thanks to a sex scandal.,Dramas
+s6844,Movie,The Russian Revolution,Cal Seville,Jonathan Kydd,United Kingdom,"June 15, 2017",2017,47,"Starting in 1881, this film describes how the personal battle between the royal Romanovs and Lenin's Ulyanov family led to the Russian Revolution.",Documentaries
+s6845,Movie,The Ruthless,Renato De Maria,"Riccardo Scamarcio, Sara Serraiocco, Alessio Praticò, Alessandro Tedeschi, Marie-Ange Casta",Italy,"April 19, 2019",2019,111,A rebellious teen grows up to become one of Milan's most ambitious criminals during the golden years of the 'ndrangheta Mafia in the 1980s.,Dramas
+s6846,Movie,The Ryan White Story,John Herzfeld,"Judith Light, Lukas Haas, Michael Bowen, Nikki Cox, George Dzundza, Valerie Landsburg, Sarah Jessica Parker, Mitchell Ryan",United States,"October 1, 2011",1989,94,"After contracting HIV from a tainted blood treatment, teenaged hemophiliac Ryan White is forced to fight for his right to attend public school.",Dramas
+s6847,Movie,The Saint,Ernie Barbarash,"Adam Rayner, Eliza Dushku, Ian Ogilvy, James Remar, Roger Moore, Enrique Murciano, Thomas Kretschmann, Beatrice Rosen, Greg Grunberg, Yani Gellman",United States,"August 10, 2017",2017,92,"Master thief Simon Templar – also known as the Saint – is hired by a wealthy banker to find his kidnapped daughter, but not all is as it seems.",Action
+s6848,Movie,The Salvation,Kristian Levring,"Mads Mikkelsen, Eva Green, Jeffrey Dean Morgan, Eric Cantona, Mikael Persbrandt, Douglas Henshall, Michael Raymond-James, Jonathan Pryce, Alexander Arnold, Nanna Øland Fabricius",Denmark,"March 2, 2017",2014,92,"In the Old West, a Danish homesteader avenges the murder of his wife and son, only to unleash a gang leader's brutal fury.",Dramas
+s6849,Movie,The Sapphires,Wayne Blair,"Chris O'Dowd, Deborah Mailman, Jessica Mauboy, Shari Sebbens, Miranda Tapsell, Tory Kittles, Eka Darville, Tammy Anderson, Lynette Narkle, Kylie Belling",Australia,"April 26, 2019",2012,99,"Sisters Gail, Cynthia and Julie have talent, but their career takes off when promoter Dave convinces them to tour for U.S. troops in Vietnam.",Comedies
+s6851,Movie,The School of Mischief,Houssam El-Din Mustafa,"Suhair El-Babili, Adel Emam, Saeed Saleh, Younes Shalabi, Hadi El-Gayyar, Ahmad Zaki, Hassan Moustafa",Egypt,"May 21, 2020",1973,253,A high school teacher volunteers to transform five notorious misfits into model students — and has unintended results.,Comedies
+s6852,Movie,The Score,Frank Oz,"Robert De Niro, Edward Norton, Marlon Brando, Angela Bassett, Gary Farmer, Paul Soles, Jamie Harrold, Serge Houde",Germany,"November 28, 2019",2001,124,"Ready-to-retire safecracker Nick, flamboyant fence Max and talented but volatile thief Jackie team up to rob the Montreal Customs House.",Dramas
+s6853,Movie,The Sea of Trees,Gus Van Sant,"Matthew McConaughey, Naomi Watts, Ken Watanabe, Katie Aselton, Jordan Gavaris",United States,"November 8, 2018",2015,111,"A brooding American unable to cope with personal crisis travels to ""suicide forest"" near Mount Fuji, where he meets a fellow lost wanderer.",Dramas
+s6857,Movie,The Secret Life of Pets 2,Chris Renaud,"Patton Oswalt, Kevin Hart, Tiffany Haddish, Jenny Slate, Eric Stonestreet, Harrison Ford, Dana Carvey, Nick Kroll, Lake Bell, Ellie Kemper, Bobby Moynihan, Hannibal Buress",United States,"December 27, 2019",2019,86,"On a farm outside New York, Max aims to boost his confidence while in the city, Snowball attempts to rescue a tiger cub and Gidget pretends to be a cat.",Children
+s6858,Movie,The Set Up,Niyi Akinmolayan,"Adesua Etomi, Jim Iyke, Dakore Akande, Marie Humbert, Ayoola Ayolola, Tina Mba, Joke Silva, Kehinde Bankole",Nigeria,"April 22, 2020",2019,105,Manipulation and personal vendettas collide when a con artist hires a young woman to assist with his scheme to marry a wealthy heiress.,Dramas
+s6860,Movie,The Seven Deadly Sins the Movie: Prisoners of the Sky,Noriyuki Abe,"Yuki Kaji, Sora Amamiya, Misaki Kuno, Aoi Yuki, Tatsuhisa Suzuki, Jun Fukuyama, Yuhei Takagi, Maaya Sakamoto, Tomokazu Sugita, Tsubasa Yonaga, Haruka Tomatsu, Reiko Suzuki, Akio Otsuka, Toshiyuki Morikawa, Yoko Hikasa, Toru Sakurai, Masuo Amada, Takaya Kuroda, Silk Road",Japan,"December 31, 2018",2018,100,"The Seven Deadly Sins aid the Sky People against a powerful group of demons hellbent on resurrecting a demonic beast sealed over 3,000 years ago.",Action
+s6864,Movie,The Shaukeens,Abhishek Sharma,"Akshay Kumar, Annu Kapoor, Piyush Mishra, Lisa Haydon, Anupam Kher",India,"March 1, 2018",2014,123,Three sexually frustrated men in their 60s have the adventure of a lifetime after meeting an intriguing young woman during a holiday in Mauritius.,Comedies
+s6865,Movie,The Short Game,Josh Greenbaum,"Sky Sudberry, Allan Kournikova, Jed Dy, Zamokuhle Nxasana, Alexa Pano, Amari Avery, Augustin Valery, Kuang Yang, Jack Nicklaus, Gary Player",United States,"December 12, 2013",2013,100,"They are fiercely competitive athletes, determined to become champions on one of the world's toughest golf courses. And they're still in grade school.",Children
+s6866,Movie,The Show,Giancarlo Esposito,"Josh Duhamel, Giancarlo Esposito, Famke Janssen, Sarah Wayne Callies, Caitlin Fitzgerald, Chris Ellis, Lucia Walters, James Franco",United States,"June 1, 2020",2017,105,A disillusioned reality TV host and an idealistic producer are lured by their network into producing a show in which participants kill themselves.,Dramas
+s6868,Movie,The Siege of Jadotville,Richie Smyth,"Jamie Dornan, Guillaume Canet, Emmanuelle Seigner, Jason O'Mara, Mikael Persbrandt, Mark Strong, Michael McElhatton, Danny Sapani, Sam Keeley, Ronan Raftery, Mike Noble, Charlie Kelly, Conor MacNeill, Fionn O'Shea, Conor Quinlan, Jordan Mifsud",Ireland,"October 7, 2016",2016,108,"Besieged by overwhelming enemy forces, Irish soldiers on a U.N. peacekeeping mission in Africa valiantly defend their outpost in this true story.",Action
+s6869,Movie,The Sign of Venus,Dino Risi,"Sophia Loren, Franca Valeri, Vittorio De Sica, Raf Vallone, Virgilio Riento, Tina Pica, Lina Gennari, Eloisa Cianni, Leopoldo Trieste, Maurizio Arena, Franco Fantasia, Peppino De Filippo, Alberto Sordi",Italy,"November 13, 2020",1955,97,"While suitors swoon over her cousin, a single woman takes initiative in finding herself a partner after receiving a favorable romantic fortune.",Classic Movies
+s6870,Movie,The Signal,"William Eubank, Will Eubank","Brenton Thwaites, Olivia Cooke, Laurence Fishburne, Beau Knapp, Lin Shaye, Robert Longstreet",United States,"July 13, 2018",2014,97,"During their drive across the country, college pals Nick and Jonah – accompanied by Nick's girlfriend – run into major trouble in the Nevada desert.",Sci-Fi
+s6871,Movie,The Silence,John R. Leonetti,"Stanley Tucci, Kiernan Shipka, Miranda Otto, Kate Trotter, John Corbett, Kyle Breitkopf, Dempsey Bryk, Billy MacLellan",Canada,"April 10, 2019",2019,91,"With the world under attack by deadly creatures who hunt by sound, a teen and her family seek refuge outside the city and encounter a mysterious cult.",Horror Movies
+s6873,Movie,The Silence of the Marsh,Marc Vigil,"Pedro Alonso, Nacho Fresneda, Carmina Barrios, José Ángel Egido, Àlex Monner, Raúl Prieto, Maite Sandoval, Javier Godino, Luis Zahera, Miguel de Lira",Spain,"April 22, 2020",2019,93,"While researching corruption for his new book, a successful crime novelist shades the line between fiction and reality.",International Movies
+s6874,Movie,The Silent War,Alfonso Cortés-Cavanillas,"Asier Etxeandia, Marian Álvarez, Hugo Silva, Aitor Luna, Imanol Arias, Olimpia Melinte, Ruth Díaz, Jorge Basanta, Stephanie Gil, Roberto Bonacini",Spain,"February 3, 2020",2020,122,"Alluding to ""For Whom the Bell Tolls,"" this drama follows a fugitive guerrilla, deaf after an explosion, as he tries to survive in 1944 northern Spain.",Dramas
+s6875,Movie,The Similars,Isaac Ezban,"Gustavo Sánchez Parra, Cassandra Ciangherotti, Fernando Becerril, Humberto Busto, Carmen Beato, Santiago Torres, María Elena Olivares, Catalina Salas, Luis Alberti, Alberto Estrella, Pablo Guisa Koestinger",Mexico,"January 15, 2017",2015,90,"Stranded in a transit station one stormy night in 1968, eight strangers begin to fall victim to seizures, only to wake up disturbingly altered.",Horror Movies
+s6876,Movie,The Sinking Of Van Der Wijck,Sunil Soraya,"Herjunot Ali, Pevita Pearce, Reza Rahadian, Randy Nidji, Gesya Shandy, Kevin Andrean, Arzetti Bilbina",Indonesia,"September 28, 2018",2013,163,"When a young man leaves home to fulfill the wishes of his late father, he meets and falls in love with a woman from a very different background.",Dramas
+s6878,Movie,The Skin of the Wolf,Samu Fuentes,"Mario Casas, Irene Escolar, Ruth Díaz",Spain,"July 6, 2018",2018,110,An animal trapper living in an abandoned mountain town in northern Spain seeks to resolve his loneliness by securing a wife.,Dramas
+s6879,Movie,The Sky Is Pink,Shonali Bose,"Rohit Saraf, Zaira Wasim, Farhan Akhtar, Priyanka Chopra",India,"December 11, 2019",2019,143,"After succumbing to her terminal illness, a teenager posthumously narrates her parents’ tenacious relationship in this drama based on a true story.",Dramas
+s6880,Movie,The Sleepover,Trish Sie,"Sadie Stanley, Maxwell Simkins, Ken Marino, Malin Akerman, Cree Cicchino, Lucas Jaye, Karla Souza, Enuka Okuma, Erik Griffin, Joe Manganiello",United States,"August 21, 2020",2020,104,What do you do if your parents are kidnapped by a crew of international thieves? You begin a wild overnight adventure — complete with spy gear.,Action
+s6881,Movie,The Smurfs,Raja Gosnell,"Hank Azaria, Neil Patrick Harris, Jayma Mays, Sofía Vergara, Tim Gunn, Jonathan Winters, Katy Perry, Alan Cumming, Fred Armisen, George Lopez, Anton Yelchin, Kenan Thompson, Jeff Foxworthy, John Oliver, Wolfgang Puck, B.J. Novak, Paul Reubens",United States,"September 1, 2020",2011,103,"When evil Gargamel tries to capture them, the Smurfs flee their woodland home, pass through a magic portal and find themselves stranded in New York.",Children
+s6882,Movie,The Smurfs 2,Raja Gosnell,"Neil Patrick Harris, Brendan Gleeson, Jayma Mays, Hank Azaria, Katy Perry, Christina Ricci, Jonathan Winters, J.B. Smoove, George Lopez, Anton Yelchin, Fred Armisen, Jacob Tremblay, Alan Cumming",United States,"September 15, 2020",2013,105,"Evil magician Gargamel continues his quest to tap the power of the Smurfs, creating a pair of his own ""Smurf-alikes"" called the Naughties.",Children
+s6884,Movie,The Social Dilemma,Jeff Orlowski,"Skyler Gisondo, Kara Hayward, Vincent Kartheiser",United States,"September 9, 2020",2020,94,"This documentary-drama hybrid explores the dangerous human impact of social networking, with tech experts sounding the alarm on their own creations.",Documentaries
+s6885,Movie,The Social Network,David Fincher,"Jesse Eisenberg, Andrew Garfield, Justin Timberlake, Armie Hammer, Max Minghella, Josh Pence, Brenda Song, Rashida Jones, John Getz, David Selby",United States,"April 1, 2020",2010,121,Director David Fincher's biographical drama chronicles the meteoric rise of Facebook CEO Mark Zuckerberg from Harvard sophomore to Internet superstar.,Dramas
+s6887,Movie,The Son,Sebastián Schindel,"Joaquín Furriel, Martina Gusmán, Luciano Cáceres, Heidi Toini, Regina Lamm",Argentina,"July 26, 2019",2019,93,"In this psychological thriller, painter Lorenzo's life spirals out of control as he fears his wife is trying to isolate him from their infant son.",Dramas
+s6890,Movie,The Space Between Us,Peter Chelsom,"Gary Oldman, Asa Butterfield, Carla Gugino, Britt Robertson, BD Wong, Janet Montgomery, Trey Tucker",United States,"June 1, 2019",2016,120,"After years of limited contact with Earth, an inquisitive teen who lives on Mars makes an interplanetary trek to discover his own origins.",Action
+s6891,Movie,The Spectacular Now,James Ponsoldt,"Miles Teller, Shailene Woodley, Brie Larson, Jennifer Jason Leigh, Mary Elizabeth Winstead, Kyle Chandler, Dayo Okeniyi, Bob Odenkirk, Andre Royo, Masam Holden",United States,"July 15, 2018",2013,95,"Classmates Aimee and Sutter form an unlikely friendship, and after helping Aimee raise her social confidence, Sutter begins falling for his creation.",Dramas
+s6893,Movie,The Spiderwick Chronicles,Mark Waters,"Freddie Highmore, Mary-Louise Parker, Sarah Bolger, Joan Plowright, David Strathairn, Nick Nolte, Seth Rogen, Andrew McCarthy, Martin Short",United States,"March 1, 2019",2008,97,"When city-raised twins move to a tumbledown country mansion, it's quite an adjustment – especially after they uncover a magical fantasy world.",Children
+s6894,Movie,The spiral,Krzysztof Zanussi,"Jan Nowicki, Maja Komorowska, Zofia Kucówna, Aleksander Bardini, Jan Świderski, Seweryna Broniszówna, Piotr Garlicki, Marian Glinka",Poland,"October 1, 2019",1978,84,"When an unbearable stranger arrives at a winter mountain resort and vanishes overnight, his dark past comes to light.",Dramas
+s6897,Movie,The Spy Next Door,Brian Levant,"Jackie Chan, Amber Valletta, George Lopez, Billy Ray Cyrus, Magnús Scheving, Madeline Carroll, Will Shadley, Alina Foley, Katherine Boecher, Mia Stallard, Lucas Till",United States,"November 1, 2020",2010,94,"While babysitting, an undercover agent is thrust back into the world of top-secret adventure when one his young charges downloads a classified file.",Action
+s6899,Movie,The Square,Jehane Noujaim,"Ahmed Hassan, Khalid Abdalla, Magdy Ashour, Ramy Essam, Bothaina Kamel, Dina Abdullah, Aida Elkashef, Ragia Omran, Pierre Seyoufr, Dina Amer, Sherif Boray, Khaled Nagy, Salma Saied, Ahmed Saleh, Alaa Seif",United Kingdom,"January 17, 2014",2013,105,"This Emmy-winning, street-level view of the 2011 Egyptian Revolution captures the astonishing uprising that led to the collapse of two governments.",Documentaries
+s6900,Movie,The Squid and the Whale,Noah Baumbach,"Jeff Daniels, Laura Linney, Jesse Eisenberg, Owen Kline, William Baldwin, Halley Feiffer, Anna Paquin, Ken Leung, David Benger, Adam Rose",United States,"October 1, 2019",2005,81,This insightful drama looks at the crumbling marriage between a self-centered novelist – whose career is waning – and his up-and-coming writer wife.,Comedies
+s6902,Movie,The Stand at Paxton County,Brett Hedlund,"Jacqueline Toboni, Michael O'Neill, Tyler Jacob Moore, Christopher McDonald, Sean O'Bryan, Blake Sheldon, Zoe Kanters, Greg Perrow, Tanner Thomason",United States,"May 2, 2020",2020,103,A military veteran comes home to find her father harassed by a sheriff intent on confiscating the livestock on their ranch under shady pretenses.,Dramas
+s6904,Movie,The Stanford Prison Experiment,Kyle Patrick Alvarez,"Billy Crudup, Michael Angarano, Ezra Miller, Tye Sheridan, Keir Gilchrist, Olivia Thirlby, Nelsan Ellis, Thomas Mann, Moises Arias, Gaius Charles",United States,"June 17, 2017",2015,122,"Conducting a study on the psychology of incarceration, a Stanford professor assigns guard and prisoner roles to 24 male test subjects in a mock jail.",Dramas
+s6905,Movie,The Stolen,Niall Johnson,"Alice Eve, Jack Davenport, Graham McTavish, Stan Walker, Richard O'Brien, Cohen Holloway, Stig Eldred, Emily Corcoran, Gillian MacGregor, Mikaela Ruegg",United Kingdom,"June 1, 2020",2016,98,A well-to-do British woman must venture into New Zealand's wild and dangerous unknown when her baby son is kidnapped and held for ransom.,Dramas
+s6910,Movie,The Student,Steven R. Monroe,"Alicia Leigh Willis, Blake Michael, Trevor St. John, Lindsay Hartley, Eric Nelsen, Wolfgang Bodison",United States,"March 15, 2019",2017,90,"When a law professor fails an ambitious student for academic dishonesty, he goes to terrifying lengths to seek revenge for more than just his grade.",Thrillers
+s6911,Movie,The Student Cop,Wael Ihsan,"Karim Abdel Aziz, Hassan Hosny, Ghada Adel, Maha Ahmed, Ramez Galal, Mohamed Ragab, Mohamed El Dafrawy",Egypt,"June 2, 2020",2004,111,"Sent undercover to investigate suspicious activity among a group of college students, a police officer gets more invested in his role than expected.",Action
+s6912,Movie,The Suit,Mohammad Adel,"Tamer Hosny, Akram Hosny, Amina Khalil, Dalal Abdelaziz, Maged El-Masri, Yasser Ali Maher, Salwa Mohammed, Mahmoud El-Bezzawy, Hassan Hosny, Taher Abu Lela, Ahmed Zaher",Egypt,"November 23, 2020",2018,97,"After a duo of slackers dress up as policemen for a costume party, they decide to prolong their disguise — not knowing that it will lead them to danger.",Action
+s6914,Movie,The Super,Stephan Rick,"Patrick John Flueger, Val Kilmer, Louisa Krause, Mattea Conforti, Taylor Richardson, Paul Ben-Victor, Yul Vazquez, Andrea Lynn Green, Travaris Spears, Melissa Bolona",United States,"February 16, 2019",2017,89,"When an ex-cop becomes a superintendent of an apartment building, he suspects the sinister janitor is behind the eerie disappearances of its tenants.",Horror Movies
+s6916,Movie,The Super Parental Guardians,Joyce Bernal,"Vice Ganda, Coco Martin, Onyok Pineda, Awra Briguela, Assunta de Rossi, Pepe Herrera, Joem Bascon, Matet De Leon, Kiray Celis, Lassy Marquez, MC Calaquian",Philippines,"March 21, 2019",2016,115,"Following his best friend's death, Arci takes charge of her two boisterous children with some help from their gang-affiliated uncle.",Action
+s6919,Movie,The Take,James Watkins,"Idris Elba, Richard Madden, Charlotte Le Bon, Kelly Reilly, José Garcia, Vincent Londez, Arieh Worthalter, Mohamed Makhtoumi, Théo Costa-Marini, Jérôme Gaspard",United Kingdom,"September 16, 2020",2016,92,"After a mix-up lands him in hot water, a skilled pickpocket is forced to help a no-nonsense CIA operative track a terrorist group in Paris.",Action
+s6920,Movie,The Taking of Pelham 123,Tony Scott,"Denzel Washington, John Travolta, Luis Guzmán, Victor Gojcaj, Robert Vataj, John Turturro, Michael Rispoli, Ramon Rodriguez, James Gandolfini, John Benjamin Hickey, Alex Kaluzhsky, Gbenga Akinnagbe",United States,"September 1, 2019",2009,106,"When a group of hijackers takes passengers aboard a subway train hostage and demand a ransom, it's up to dispatcher Walter Garber to bring them down.",Action
+s6921,Movie,The Talented Mr. Ripley,Anthony Minghella,"Matt Damon, Gwyneth Paltrow, Jude Law, Cate Blanchett, Philip Seymour Hoffman, Jack Davenport, James Rebhorn, Sergio Rubini, Philip Baker Hall, Celia Weston",United States,"January 1, 2020",1999,139,"A charming sociopath maneuvers into the lush life of a young heir. But as he embraces the posh lifestyle, he'll stop at nothing to hold onto it.",Dramas
+s6922,Movie,The Tenth Man,Daniel Burman,"Alan Sabbagh, Julieta Zylberberg, Usher Barilka, Elvira Onetto, Adrián Stoppelman, Dan Breitman, Elisa Carricajo",Argentina,"April 1, 2017",2016,81,"After spending much of his adult life in New York, an affable economist returns home to Buenos Aires and tries to reconnect with his aloof father.",Dramas
+s6924,Movie,The Texas Chainsaw Massacre,Tobe Hooper,"Gunnar Hansen, Jim Siedow, Marilyn Burns, Edwin Neal, Paul A. Partain, Teri McMinn, William Vail, John Dugan, John Henry Faulk, Allen Danziger",United States,"October 22, 2019",1974,83,"When some friends visit a vandalized graveyard, they come upon a chainsaw-wielding maniac, and it's a fight to the bloody death between good and evil.",Cult Movies
+s6925,Movie,The Theory of Everything,James Marsh,"Emily Watson, Charlie Cox, Felicity Jones, Maxine Peake, Harry Lloyd, Eddie Redmayne, David Thewlis, Simon McBurney",United Kingdom,"December 16, 2018",2014,123,"As his esteem grows in the world of physics, Stephen Hawking's body is ravaged by ALS, forcing his increasing dependence on his devoted wife, Jane.",Dramas
+s6926,Movie,The Thief and the Imbecile,"Mohammed El-Tahawy, Mohamed Mostafa","Khaled El Sawy, Khaled Saleh, Ruby",Egypt,"June 6, 2019",2013,96,"A street beggar befriends a man who lost his eye in a brawl, unaware that his new acquaintance is plotting to make him his unwitting organ donor.",Dramas
+s6927,Movie,The Third Party,Jason Paul Laxamana,"Sam Milby, Angel Locsin, Zanjoe Marudo, Cherry Pie Picache, Alma Moreno, Matet De Leon, Al Tantay, Beauty Gonzalez, Katrina Michelle Legaspi",Philippines,"March 21, 2019",2016,118,"When aspiring fashion designer Andi reconnects with her ex-boyfriend Max, she's surprised to learn that he's in a relationship with a man.",Comedies
+s6929,Movie,The Tiger Hunter,Lena Khan,"Danny Pudi, Jon Heder, Rizwan Manji, Karen David, Iqbal Theba, Sam Page, Kevin Pollak, Parvesh Cheena, Michael McMillian",United States,"April 9, 2018",2016,94,"It's 1979, and engineer Sami is excited to leave his Indian village for a job in Chicago. But he soon runs into problems achieving his American dream.",Comedies
+s6930,Movie,The Tigers of Scotland,Leanne Gater,Iain Glen,United Kingdom,"November 1, 2018",2017,58,"This documentary highlights the endangered existence of the Scottish wildcats, and the conservation efforts required to prevent their extinction.",Documentaries
+s6931,Movie,The Time Machine,Simon Wells,"Guy Pearce, Samantha Mumba, Jeremy Irons, Mark Addy, Sienna Guillory, Phyllida Law, Alan Young, Omero Mumba, Yancey Arias, Orlando Jones",United States,"November 23, 2019",2002,96,"Based on the H.G. Wells classic, this adventure follows a scientist and inventor who's determined to prove to doubters that time travel is possible.",Action
+s6932,Movie,The Time Traveler's Wife,Robert Schwentke,"Rachel McAdams, Eric Bana, Arliss Howard, Ron Livingston, Stephen Tobolowsky, Michelle Nolden, Jane McLean, Hailey McCann, Tatum McCann, Brooklynn Proulx, Alex Ferris",United States,"October 1, 2019",2009,107,"Due to a genetic disorder, handsome librarian Henry involuntarily zips through time, appearing at various moments in the life of his true love.",Dramas
+s6933,Movie,The Titan,Lennart Ruff,"Sam Worthington, Taylor Schilling, Agyness Deyn, Nathalie Emmanuel, Noah Jupe, Corey Johnson, Aleksandar Jovanovic, Diego Boneta, Tom Wilkinson",United Kingdom,"March 30, 2018",2018,97,"On a bleak future Earth, a soldier endures a radical genetic transformation to save humanity. But his wife fears he's becoming more creature than man.",Dramas
+s6934,Movie,The Tourist,Florian Henckel von Donnersmarck,"Angelina Jolie, Johnny Depp, Paul Bettany, Timothy Dalton, Steven Berkoff, Rufus Sewell, Christian De Sica, Alessio Boni, Daniele Pecci, Giovanni Guidelli",United States,"January 7, 2020",2010,103,An American tourist seeking solace for his shattered heart instead finds it in danger again after encountering a beautiful Interpol agent.,Action
+s6938,Movie,The Trap,Erik White,"T.I., Mike Epps, Loretta Devine, Queen Latifah, Teyana Taylor, Meagan Tandy, Stephen Bishop, Roland Powell, Joel Rush",United States,"April 1, 2019",2017,91,A man returns home to Atlanta to try and turn around his family's struggling restaurant with the help of a new chicken recipe.,Comedies
+s6939,Movie,The Tree of Blood,Julio Medem,"Úrsula Corberó, Álvaro Cervantes, Najwa Nimri, Patricia López Arnaiz, Daniel Grao, Joaquín Furriel, Maria Molins, Emilio Gutiérrez Caba, Luisa Gavasa, José María Pou, Ángela Molina",Spain,"February 8, 2019",2018,136,"As a young couple write the story of their families' shared history, both reveal their relatives' dark secrets and one must make a painful confession.",Dramas
+s6940,TV Show,The Trial,Stefano Lodovichi,"Vittoria Puccini, Francesco Scianna, Camilla Filippi, Simone Colombari, Maurizio Lastrico, Alessandro Averone, Euridice Axen, Marco Baliani, Pia Lanciotti, Giordano De Plano, Roberto Herlitzka, Tommaso Ragno, Margherita Caviezel, Michele Morrone",Italy,"April 10, 2020",2019,1,"The murder of a teen girl impacts a public prosecutor linked to the victim, a lawyer seeking a career-making case and a suspect who says she's innocent.",Crime TV
+s6941,Movie,The Trial of the Chicago 7,Aaron Sorkin,"Sacha Baron Cohen, Eddie Redmayne, Yahya Abdul-Mateen II, Jeremy Strong, Mark Rylance, Joseph Gordon-Levitt, Michael Keaton, Frank Langella, John Carroll Lynch, Alex Sharp, John Doman, Ben Shenkman",United States,"October 16, 2020",2020,130,What was supposed to be a peaceful protest turned into a violent clash with the police. What followed was one of the most notorious trials in history.,Dramas
+s6943,Movie,The Tribe,Fernando Colomo,"Paco León, Carmen Machi, Luis Bermejo, Maribel del Pino, Maite Sandoval, Arlette Torres, Marisol Aznar, María José Sarrate, Manuel Huedo, Artur Busquets",Spain,"November 21, 2018",2018,91,"An executive-turned-viral sensation loses his reputation and his memory, but finds a new life with his biological mother and her empowered dance group.",Comedies
+s6944,Movie,The Tribes of Palos Verdes,"Brendan Malloy, Emmett Malloy","Jennifer Garner, Maika Monroe, Cody Fern, Justin Kirk, Noah Silver, Elisabeth Röhm, Goran Visnjic, Joely Fisher, Milo Gibson, Alex Neustaedter, Stevie Lynn Jones, Thomas Cocquerel, Alicia Silverstone",United States,"December 1, 2019",2017,104,"When a move to an exclusive seaside community sends her mother and twin brother into a downward spiral, teenager Medina finds solace in surfing.",Dramas
+s6945,Movie,The Trigger Effect,David Koepp,"Kyle MacLachlan, Elisabeth Shue, Dermot Mulroney, Richard T. Jones, Bill Smitrovich, Michael Rooker, Tori Kristiansen, Tyra Kristiansen",United States,"January 1, 2018",1996,94,"When a power failure throws their suburban town into chaos, Matthew and his wife stoop to desperate measures to secure medication for their child.",Thrillers
+s6946,Movie,The Trip to Spain,Michael Winterbottom,"Steve Coogan, Rob Brydon, Marta Barrio, Claire Keelan, Margo Stilley",United Kingdom,"December 12, 2017",2016,108,Comedians Steve Coogan and Rob Brydon gorge on local delicacies and celebrity impressions as they reunite for a hilarious road trip through Spain.,Comedies
+s6947,Movie,The Trust,"Ben Brewer, Alex Brewer","Nicolas Cage, Elijah Wood, Sky Ferreira, Jerry Lewis, Eric Heister, Alexandria Lee, Ethan Suplee, Kenna James, Steven Williams, Carl Windom Carlito",United States,"April 1, 2019",2015,91,"Discovering the location of a vault where a drug ring keeps its riches, two run-of-the-mill Las Vegas cops hatch a dicey plan to burgle it.",Thrillers
+s6949,Movie,The Truth About Alcohol,David Briggs,Javid Abdelmoneim,United Kingdom,"August 1, 2017",2016,58,"Emergency room doctor Javid Abdelmoneim endeavors to learn the truth about alcohol, both its benefits and risks, by exploring the science of drinking.",Documentaries
+s6952,Movie,The Tuxedo,Kevin Donovan,"Jackie Chan, Jennifer Love Hewitt, Jason Isaacs, Debi Mazar, Ritchie Coster, Peter Stormare, Mia Cottet, Romany Malco, Daniel Kash",United States,"November 1, 2019",2002,99,"After a government spy is hospitalized, New York City cab driver Jimmy unwillingly takes over the spy's role – with the aid of a computerized tuxedo.",Action
+s6953,TV Show,The Twelve,Wouter Bouvijn,"Maaike Neuville, Charlotte De Bruyne, Tom Vermeir, Mieke De Groote, Johan Heldenbergh, Zouzou Ben Chikha, Peter Gorissen, Piet De Praitere, Maaike Cafmeyer, Josse De Pauw, Greet Verstraete, Koen De Sutter, Isabelle Van Hecke, Lynn Van Royen",Belgium,"July 10, 2020",2019,1,Twelve jurors — ordinary people with struggles of their own — must decide the case of a woman accused of killing her best friend and her own daughter.,Crime TV
+s6955,Movie,The Twins Effect II,"Corey Yuen, Patrick Leung","Donnie Yen, Jaycee Chan, Charlene Choi, Gillian Chung, Wilson Chen Bo-Lin, Tony Leung Ka Fai, Qu Ying, Fan Bingbing, Xie Jing-jing, Daniel Wu, Edison Chen, Jackie Chan",Hong Kong,"July 21, 2019",2004,106,An empress rules over a land where men are subservient to women. But a prophecy reveals that a boy will become king and restore the male regime.,Action
+s6956,Movie,The Two Popes,Fernando Meirelles,"Anthony Hopkins, Jonathan Pryce, Juan Minujín",United Kingdom,"December 20, 2019",2019,126,"At a key turning point for the Catholic Church, Pope Benedict XVI forms a surprising friendship with the future Pope Francis. Inspired by true events.",Dramas
+s6957,Movie,The Ugly Truth,Robert Luketic,"Katherine Heigl, Gerard Butler, Eric Winter, John Michael Higgins, Bree Turner, Nick Searcy, Kevin Connolly, Cheryl Hines, Bonnie Somerville, Yvette Nicole Brown, Nate Corddry, Noah Matthews",United States,"April 25, 2019",2009,96,"A chauvinistic morning-show commentator tries to prove the relationship theories he espouses on a segment called ""The Ugly Truth.""",Comedies
+s6960,Movie,The Unborn Child,Poj Arnon,"Somchai Kemglad, Pitchanart Sakakorn, Chinaradi Anupongphichart, Arisara Thongborisut, Peerawit Boonark, Chudapha Chanthakhet, Ganthida Chaang",Thailand,"July 30, 2018",2011,93,"A couple and their young daughter are haunted by a paranormal, malicious presence – which is soon linked to a temple and a series of abortions.",Horror Movies
+s6962,TV Show,The Underclass,Pass Patthanakumjon,"Nannaphas Loetnamchoetsakun, Praewa Suthamphong, Sumitra Duangkaew, Tanutchai Wijitvongtong, Tarisa Preechatangkit, Natticha Chantaravareelekha, Miori Ohkubo, Pakwan Noijaiboon, Napaphat Worraphuttanon, Vathusiri Phuwapunyasiri, Rinrada Inthaisong, Suchaya Saenkhot, Mananya Kaoju, Kandis Wanarun, Ekapol Deebunmee, Panta Pattanaampaiwong, Rachaya Tupkunanon, Supasawad Buranawech, Thitirat Rojsangrat, Sawanee Utoomma, Phattharanarin Mueanarit, Chanyapuk Numprasop",Thailand,"July 6, 2020",2020,1,"After getting dropped from an elite program, a student gets tangled in the affairs of a high school gang while trying to find her own identity.",International TV
+s6967,Movie,The Unknown Girl,"Jean-Pierre Dardenne, Luc Dardenne","Adèle Haenel, Olivier Bonnaud, Jérémie Renier, Louka Minnella, Christelle Cornil, Olivier Gourmet, Fabrizio Rongione, Thomas Doret",Belgium,"December 12, 2017",2016,106,A guilt-ridden doctor in a Belgian town tries to uncover the identity of a woman who died after being turned away from her office.,Dramas
+s6968,Movie,The Unknown Known,Errol Morris,"Donald Rumsfeld, Errol Morris",United States,"February 22, 2019",2013,103,"Donald Rumsfeld reviews his long political career, from his time in Congress to serving as secretary of defense under Gerald Ford and George W. Bush.",Documentaries
+s6970,Movie,The Unmarried Wife,Maryo J. De los Reyes,"Angelica Panganiban, Dingdong Dantes, Paulo Avelino, Maricar Reyes, Denise Laurel, Dimples Romana, Justin Cuyugan, Mart Escudero, Pamu Pamorada, Lei Andre Navarro, Irma Adlawan",Philippines,"March 21, 2019",2016,130,"Tired of her husband's cheating, Anne begins a passionate new relationship – while still wondering if she should give her marriage another chance.",Dramas
+s6973,Movie,The Untold Tales of Armistead Maupin,Jennifer M. Kroot,"Armistead Maupin, Neil Gaiman, Laura Linney, Ian McKellen, Amy Tan, Margaret Cho, Jonathan Groff, Amanda Palmer",United States,"November 1, 2018",2017,91,"This documentary traces the life of ""Tales of the City"" author Armistead Maupin, from his conservative roots to his rise as an LGBTQ champion.",Documentaries
+s6976,Movie,The Vanished,Peter Facinelli,"Thomas Jane, Anne Heche, Jason Patric, John D. Hickman, Peter Facinelli, Alex Haydon, Aleksei Archer, Kristopher Wente",United States,"January 15, 2021",2020,115,"When their daughter disappears during a family vacation, two terrified parents launch their own investigation that soon exposes local secrets.",Thrillers
+s6977,Movie,The Vatican Tapes,Mark Neveldine,"Olivia Taylor Dudley, Michael Peña, Dougray Scott, Djimon Hounsou, Peter Andersson, Kathleen Robertson, John Patrick Amedori, Michael Paré, Alex Sparrow, Cas Anvar",United States,"April 20, 2020",2015,91,A young woman hospitalized for an infected wound becomes possessed by a satanic force that will take a priest and two Vatican exorcists to defeat.,Horror Movies
+s6978,Movie,The Vault,Dan Bush,"Taryn Manning, Francesca Eastwood, James Franco, Scott Haze, Q'Orianka Kilcher, Keith Loneker, Clifton Collins Jr., Jeff Gum",United States,"January 1, 2018",2017,92,A bank heist takes an unnerving turn when the three sibling robbers attempt to gain entrance into an subterranean vault with sinister secrets.,Horror Movies
+s6980,TV Show,The Victims' Game,"David Chuang, Chen Kuan-chung","Joseph Chang, Hsu Wei-ning, Jason Wang, Ruby Lin, Moon Lee, River Huang, Chen Chia-kuei, Ding Ning, Hsia Ching-ting, Rexen Cheng",Taiwan,"April 30, 2020",2020,1,"After discovering his estranged daughter's link to mysterious murders, a forensic detective with Asperger's syndrome risks everything to solve the case.",Crime TV
+s6982,Movie,The Violin Player,Bauddhayan Mukherji,"Ritwick Chakraborty, Adil Hussain, Nayani Dixit, Sonam Stobgais",India,"December 1, 2016",2016,72,"An unemployed Bollywood session violinist in Mumbai finally lands a small gig, but it's what happens on his way home that proves truly transformative.",Dramas
+s6985,Movie,The Walls of the Moon,"Ossama Abu El Atta, Tarek Al Eryan","Mona Zaki, Asser Yassin, Amr Saad, Salwa Mohammed",Egypt,"April 18, 2019",2015,98,"After losing her eyesight in an accident, a woman lands in a love triangle as she looks for meaning in her life.",Action
+s6986,Movie,The Wandering Earth,Frant Gwo,"Jing Wu, Chuxiao Qu, Jinmai Zhao, Li Guangjie, Ng Man-Tat, Mike Kai Sui, Qu Jingjing, Yichi Zhang, Yang Haoyu, Arkady Sharogradsky, Hongchen Li, Lei Jiayin, Yi Yang, Zhigang Jiang, Huan Zhang",China,"May 6, 2019",2019,125,A looming collision with Jupiter threatens Earth as humans search for a new star. The planet's fate now lies in the hands of a few unexpected heroes.,International Movies
+s6988,Movie,The Warning,Daniel Calparsoro,"Raúl Arévalo, Aura Garrido, Hugo Arbues, Belén Cuesta, Antonio Dechent, Aitor Luna, Sergio Mur",Spain,"July 24, 2018",2018,93,"After his friend is shot, Jon finds a mathematical pattern behind deaths that occurred at the same location and sets out to warn the next young victim.",International Movies
+s6989,Movie,The Water Diviner,Russell Crowe,"Russell Crowe, Olga Kurylenko, Yılmaz Erdoğan, Cem Yılmaz, Jai Courtney, Ryan Corr, James Fraser, Ben O'Toole, Steve Bastoni, Salih Kalyon",Australia,"October 7, 2019",2014,111,"Years after the presumed death of his three sons in battle, a grieving farmer journeys to Turkey to find them and return them to their homeland.",Dramas
+s6990,Movie,The Water Horse: Legend of the Deep,Jay Russell,"Emily Watson, Alex Etel, Ben Chaplin, David Morrissey, Brian Cox, Priyanka Xi, Marshall Napier, Joel Tobeck, Erroll Shand, Craig Hall",New Zealand,"November 1, 2018",2007,112,A boy watches an egg he found hatch into something incredible. But how long can he keep such a big secret from his mom – and the Scottish government?,Children
+s6991,Movie,The Waterboy,Frank Coraci,"Adam Sandler, Kathy Bates, Henry Winkler, Fairuza Balk, Jerry Reed, Lawrence Gilliard Jr., Blake Clark, Peter Dante, Jonathan Loughran, Al Whiting",United States,"March 8, 2017",1998,90,A water boy for a college football team has a rage that makes him a tackling machine whose bone-crushing power might vault his team into the playoffs.,Comedies
+s6992,Movie,The Wedding Curse,Chito S. Roño,"Kris Aquino, Claudine Barretto, Boots Anson-Roa, Glaiza De Castro, Jhong Hilario, Liza Lorena, Bernard Palanca, Wendell Ramos, Maja Salvador, Ronaldo Valdez",Philippines,"March 21, 2019",2006,101,Two weddings marred by tragedy lead the respective brides to believe that that they've been cursed by an old cultural superstition.,Horror Movies
+s6993,Movie,The Wedding Party,Kemi Adetiba,"Adesua Etomi, Banky Wellington, Richard Mofe-Damijo, Sola Sobowale, Iretiola Doyle, Alibaba Akporobome, Zainab Balogun, Beverly Naya, Enyinna Nwigwe",Nigeria,"April 15, 2017",2016,101,"As their big day arrives, a couple's lavish wedding plans turn into a nightmare of exes, fighting parents and uninvited guests.",Comedies
+s6994,Movie,The Wedding Party 2: Destination Dubai,Niyi Akinmolayan,"Enyinna Nwigwe, Daniella Down, Banky Wellington, Adesua Etomi, Somkele Iyamah, Iretiola Doyle, Sola Sobowale, Michael De Pinna, Lynita Crofford, Patience Ozokwor",Nigeria,"September 21, 2019",2017,98,"In this sequel to the 2016 hit ""The Wedding Party,"" a couple's date night ends in an accidental proposal, sparking a series of chaotic family events.",Comedies
+s6996,Movie,The Week Of,Robert Smigel,"Adam Sandler, Chris Rock, Steve Buscemi, Rachel Dratch, Allison Strong, Roland Buck III, Katie Hartman, Chloe Himmelman, Jake Lippmann, Jim Barone, June Gable",United States,"April 27, 2018",2018,117,Two fathers with clashing views about their children's upcoming wedding struggle to keep it together during the chaotic week before the big day.,Comedies
+s7001,Movie,The Willoughbys,Kris Pearn,"Will Forte, Maya Rudolph, Ricky Gervais, Alessia Cara, Terry Crews, Jane Krakowski, Martin Short, Seán Cullen",Canada,"April 22, 2020",2020,92,Four siblings with horribly selfish parents hatch a plan to get rid of them for good and form a perfectly imperfect family of their own.,Children
+s7003,Movie,The Wishing Tree,Manika Sharma,"Shabana Azmi, Makrand Deshpande, Harshpreet Kaur, Aabhas Yadav, Shivani Joshi, Saurabh Shukla",India,"June 5, 2017",2017,117,Five children living on the edge of a forest band together to save a magical wishing tree from destruction and find their own paths to happiness.,Children
+s7004,Movie,The Witch,Robert Eggers,"Anya Taylor-Joy, Ralph Ineson, Kate Dickie, Harvey Scrimshaw, Ellie Grainger, Lucas Dawson, Bathsheba Garnett, Sarah Stephens, Julian Richings, Wahab Chaudhry",United Kingdom,"September 17, 2018",2015,92,"Believing that a witch has cursed their family, pilgrims homesteading on the edge of a primeval New England forest become increasingly paranoid.",Horror Movies
+s7005,Movie,The Witch Files,Kyle Rankin,"Holly Taylor, Alice Ziolkoski, Britt Flatmo, Paget Brewster, Tara Robinson, Adrienne Rose White, Greg Finley, Valerie Mahaffey, Jared Boghosian, William Bornkessel",United States,"February 1, 2019",2018,88,"A disparate group of teenage girls discovers how to obtain supernatural abilities, but abusing their newfound power has disturbing consequences.",Horror Movies
+s7006,Movie,The Witch: Part 1 - The Subversion,Park Hoon-jung,"Kim Da-mi, Cho Min-soo, Choi Woo-shik, Park Hee-soon, Choi Jung-woo, Ko Min-si, Oh Mi-hee, Kim Byung-ok",South Korea,"June 10, 2020",2018,126,The life of a seemingly ordinary high school student with a mysterious past is turned upside down when a group of strangers show up and wreak havoc.,Action
+s7009,Movie,The Witness Who Didn't See Anything,"Muhammad Fadl, Hany Motawie","Adel Imam, Nahed Gabr, Omar El-Hariri, Nazim Sharawy, Badr Nofal, Saeed Tarabeek, Hala Fakher, Samir Waley Eldein, Sami Gawhar, Shawqi Shamekh, Nasr Seif",Egypt,"May 21, 2020",1976,157,"Pressured by cops into testifying as an eyewitness to a neighbor's murder, a children's TV host takes on a new persona after the trial.",Comedies
+s7010,Movie,The Wolf's Call,Antonin Baudry,"François Civil, Omar Sy, Mathieu Kassovitz, Reda Kateb, Paula Beer, Alexis Michalik, Jean-Yves Berteloot, Damien Bonnard, Pierre Cevaër, Sébastien Libessart",France,"June 20, 2019",2019,116,"With nuclear war looming, a military expert in underwater acoustics strives to prove things aren't as they seem – or sound – using only his ears.",Dramas
+s7013,Movie,The Women's Balcony,Emil Ben-Shimon,"Evelin Hagoel, Igal Naor, Orna Banay, Einat Sarouf, Avraham Aviv Alush, Itzik Cohen, Yafit Asulin, Sharona Elimelech, Herzl Tobey, Haim Znati",Israel,"December 19, 2017",2016,100,"A conservative rabbi steps in to lead a congregation reeling from an accident, but his controversial plans incite a gender war among the congregation.",Comedies
+s7015,Movie,The Workshop,Laurent Cantet,"Marina Foïs, Matthieu Lucci, Warda Rammach, Issam Talbi, Florian Beaujean, Mamadou Doumbia, Julien Souve, Mélissa Guilbert, Olivier Thouret, Lény Sellam",France,"November 10, 2018",2017,114,"In an old shipyard town in France, sociopolitical tensions beset a writing workshop where the instructor notices a student with a dark side.",Dramas
+s7016,Movie,The World Is Not Enough,Michael Apted,"Pierce Brosnan, Sophie Marceau, Robert Carlyle, Denise Richards, Robbie Coltrane, Judi Dench, Desmond Llewelyn, John Cleese, Maria Grazia Cucinotta",United Kingdom,"December 31, 2019",1999,128,"Greed, revenge, world domination: It's all in a day's work for James Bond, who's on a mission to protect an oil heiress from a notorious terrorist.",Action
+s7017,Movie,The World Is Yours,Romain Gavras,"Isabelle Adjani, Karim Leklou, François Damiens, Vincent Cassel, Oulaya Amamra",France,"November 30, 2018",2018,101,"To escape his life of crime, a Paris drug dealer takes on one last job involving Spain, unhinged gangsters, his longtime crush and his scheming mother.",Action
+s7018,Movie,The World We Make,Brian Baugh,"Caleb Castille, Rose Reid, Kevin Sizemore, Gregory Alan Williams",United States,"September 4, 2019",2019,108,"A teenage equestrian and a local football player for each other, but simmering racism in their small town puts their relationship to the test.",Dramas
+s7020,Movie,The World's Most Wanted Animal,Victoria Bromley,Maria Diekmann,United Kingdom,"April 1, 2019",2018,53,"A conservationist shares her emotional journey in helping save rare, scaly mammals that have been illegally trafficked and now face extinction.",Documentaries
+s7022,Movie,The Worthy,Ali F. Mostafa,"Ali Suliman, Mahmoud Al Atrash, Samer al Masri, Rakeen Saad, Habib Ghuloom, Samer Ismail, Salah Hanoun, Maisa Abd Elhadi, Mohammad Al Ibrahimi, Nabeel Ahmad Alkoni",United Arab,"December 1, 2017",2016,99,"In the near future, with civilization a thing of the past, a man puts his family in peril when he reluctantly lets outsiders into his compound.",International Movies
+s7024,Movie,The Wrong Babysitter,George Mendeluk,"Daphne Zuniga, Seann Gallagher, Lisa Marie Caruk, Matt Bellefleur, Ava Hughes, Britt Irvin, Lochlyn Munro",Canada,"June 18, 2019",2017,89,"A widow searches for her missing teenage daughter, not knowing that her seemingly helpful neighbor is hiding a terrible secret.",Thrillers
+s7025,Movie,The Wrong Missy,Tyler Spindel,"David Spade, Lauren Lapkus, Nick Swardson, Geoff Pierson, Jackie Sandler, Sarah Chalke, Rob Schneider, Chris Witaske, Joe Anoa'i, Molly Sims",United States,"May 13, 2020",2020,90,"Tim thinks he's invited the woman of his dreams on a work retreat to Hawaii, realizing too late he mistakenly texted someone from a nightmare blind date.",Comedies
+s7028,Movie,The Young Messiah,Cyrus Nowrasteh,"Adam Greaves-Neal, Sara Lazzaro, Vincent Walsh, Sean Bean, Jonathan Bailey, Agni Scott",United States,"August 27, 2020",2016,111,"Tormented by a demon and on the run from a Roman centurion, a 7-year-old Jesus and his parents, Mary and Joseph, flee Egypt for Nazareth.",Dramas
+s7029,Movie,The Young Offenders,Peter Foott,"Alex Murphy, Chris Walley, Hilary Rose, Dominic MacHale, P.J. Gallagher, Shane Casey, Pascal Scott, Michael Sands, Ciaran Bermingham",Ireland,"March 9, 2017",2016,83,"Never ones to think things through, two Irish teens steal bicycles and set off to the coast to find a bale of cocaine from a smuggler’s capsized ship.",Comedies
+s7030,Movie,The Young Vagabond,Sze Yu Lau,"Chia-Hui Liu, Wong Yu, Jason Pai Piao, Lung Wei Wang, Hoi-Shan Kwan, Feng Ku, San Nam Hung, Kuo Hua Chang, Feng Kuan",Hong Kong,"August 16, 2018",1985,85,"To avenge his master, a wine-loving young man steps up his fighting skills to defeat a powerful thief in a life-or-death match.",Action
+s7031,Movie,The Zoya Factor,Abhishek Sharma,"Sonam Kapoor, Dulquer Salmaan, Sanjay Kapoor, Sikander Kher, Angad Bedi, Koel Purie, Pooja Bhamrah, Manu Rishi Chadha",India,"November 30, 2019",2019,135,"A goofy copywriter unwittingly convinces the Indian cricket team that she’s their lucky mascot, to the dismay of their superstition-shunning captain.",Comedies
+s7032,Movie,Theater of Life,Peter Svatek,Massimo Bottura,Canada,"July 18, 2017",2016,94,This documentary follows chef Massimo Bottura as he opens a soup kitchen to cook gourmet meals for the needy from food waste at the 2015 Milan Expo.,Documentaries
+s7033,Movie,Theeram,Saheed Arafath,"Pranav Ratheesh, Maria Yohannan, Askar Ameer, Tini Tom, Anjali Nair, Krishna Prabha, Sudhi Koppa, Nandhan Unni",India,"July 1, 2018",2017,104,"An auto rickshaw driver harbors a deep affection for a young woman, but his troubled past threatens to stand between them.",Dramas
+s7034,Movie,Theeya Velai Seyyanum Kumaru,Sundar C.,"Siddarth, Santhanam, Hansika Motwani, Ganesh Venkatraman, RJ Balaji, Bosskey, Manobala, Chitra Lakshmanan",India,"October 1, 2018",2013,132,"When shy Kumar gets stuck on the losing end of a love triangle, the Love Doctor, Mokia, has a strategy for Kumar to win the love of his life.",Comedies
+s7035,Movie,"Thelonious Monk: Straight, No Chaser",Charlotte Zwerin,"Thelonious Monk, Samuel E. Wright",United States,"November 1, 2019",1988,89,The spotlight shines on iconic jazz pianist and composer Thelonious Monk in this 1988 documentary featuring vintage performance clips and interviews.,Documentaries
+s7036,Movie,Then Came You,Peter Hutchings,"Asa Butterfield, Maisie Williams, Nina Dobrev, Ken Jeong, Tyler Hoechlin, David Koechner, Peyton List, Tituss Burgess",United States,"June 1, 2019",2019,97,A hypochondriac confronts his fear of death when a terminally ill teen girl enlists him to help her complete her bucket list.,Comedies
+s7037,Movie,Theo Von: No Offense,John Asher,Theo Von,United States,"August 7, 2019",2016,67,"Southern charmer Theo Von offers up a twisted take on his dating mishaps, meeting Brad Pitt, chasing down fugitive chimpanzees and more.",Stand-Up
+s7039,Movie,There Will Be Blood,Paul Thomas Anderson,"Daniel Day-Lewis, Paul Dano, Kevin J. O'Connor, Ciarán Hinds, Dillon Freasier, Sydney McCallister, David Willis, David Warshofsky, Colton Woodward, Russell Harvard",United States,"March 1, 2020",2007,158,"An ambitious prospector strikes it rich and turns a simple village into a boomtown, stoking the ire of a charismatic young preacher.",Dramas
+s7040,Movie,There's Something in the Water,"Ellen Page, Ian Daniel",Ellen Page,Canada,"March 27, 2020",2019,72,This documentary spotlights the struggle of minority communities in Nova Scotia as they fight officials over the lethal effects of industrial waste.,Documentaries
+s7041,Movie,They Are Everywhere,Yvan Attal,"Yvan Attal, Benoît Poelvoorde, Charlotte Gainsbourg, Valérie Bonneton, Dany Boon, Grégory Gadebois, Denis Podalydès, François Damiens, Yamée Couture, Freya Mavor, Rivka Michaeli",France,"October 28, 2016",2016,110,"In counseling sessions with his therapist, preoccupied Yvan shares stories of anti-Semitism and what it's like to live as a Jew in modern France.",Comedies
+s7042,TV Show,They've Gotta Have Us,Simon Frederick,"Debbie Allen, Harry Belafonte, John Boyega, Diahann Carroll, Ernest R. Dickerson, Laurence Fishburne, Nelson George, Whoopi Goldberg, Cuba Gooding Jr., LilRel Howery, Barry Jenkins, Kasi Lemmons, David Oyelowo, Robert Townsend, Jesse Williams",United Kingdom,"February 5, 2020",2018,1,"Powered by candid recollections from esteemed African-American entertainers, this docuseries traces the history of black cinema.",British TV
+s7043,Movie,They’ll Love Me When I’m Dead,Morgan Neville,"Orson Welles, Alan Cumming",United States,"November 2, 2018",2018,98,"Actors, crew members and others who were there discuss the tumultuous creation of Orson Welles's final, unfinished film, “The Other Side of the Wind.”",Documentaries
+s7044,Movie,Thi Mai,Patricia Ferreira,"Carmen Machi, Adriana Ozores, Aitana Sánchez-Gijón, Dani Rovira, Eric Nguyen, Pedro Casablanc, José Troncoso, José Burgos, Ana López, Pedro Miguel Martínez, Nguyen Ngan Ha",Spain,"May 4, 2018",2017,99,"Along with her two friends, a determined woman travels to Vietnam to bring home the baby her recently deceased daughter had planned to adopt.",Comedies
+s7045,Movie,Thiago Ventura: POKAS,"Fabio Ock, Joana Mazzucchelli",Thiago Ventura,Brazil,"July 2, 2020",2020,82,"In a rollicking special, Thiago Ventura jokes about life in the hood, social issues and more, explaining how actions speak louder than words.",Stand-Up
+s7048,Movie,This Earth of Mankind,Hanung Bramantyo,"Iqbaal Ramadhan, Mawar de Jongh, Sha Ine Febriyanti, Giorgino Abraham, Bryan Domani, Jerome Kurnia, Donny Damara, Ayu Laksmi",Indonesia,"April 23, 2020",2019,180,A Javanese royal and half-Dutch woman fall in love as Indonesia rises to independence from colonial rule. Based on Pramoedya Ananta Toer's famed novel.,Dramas
+s7051,Movie,This Is Not What I Expected,Derek Hui,"Takeshi Kaneshiro, Zhou Dongyu, Sun Yizhou, Ming Xi, Tony Yang, Lin Chi-ling",China,"October 14, 2017",2017,107,"Romance and cuisine mix when a perpetually dissatisfied hotel executive finally encounters the perfect meal, and the sous chef that made it.",Comedies
+s7053,Movie,Thithi,Raam Reddy,"Thammegowda S., Channegowda, Abhishek H.N., Pooja, Singri Gowda",India,"March 9, 2017",2015,123,"In a South Indian village, a centenarian's funeral brings together his free-spirited son, inheritance-hungry grandson and girl-crazy great-grandson.",Dramas
+s7057,TV Show,Thomas and Friends,Greg Tiernan,"Michael Angelis, Ben Small, Keith Wickham, Kerry Shale",United Kingdom,"September 1, 2020",2020,2,"This animated children's series follows the adventures of Thomas, a cheerful blue tank engine who lives on the island of Sodor.",British TV
+s7058,Movie,Thong Dee Fun Khao,Bin Bunluerit,"Buakaw Banchamek, Sornsin Maneewan, Phutharit Prombandal, Nantawut Boonrubsub, Vannapoom Songsuparp, Chutirada Junthit, Jaran Ngamdee, Kochakorn Nimakorn, Rapeepat Ekpankul, Manop Aswathep",Thailand,"January 15, 2018",2017,122,"After losing a boxing match, a talented Muay Thai fighter leaves home to train with the best. On his quest, he finds friends, foes and lots of action.",Action
+s7059,Movie,Thor: Ragnarok,Taika Waititi,"Chris Hemsworth, Tom Hiddleston, Cate Blanchett, Idris Elba, Jeff Goldblum, Tessa Thompson, Karl Urban, Mark Ruffalo, Anthony Hopkins, Benedict Cumberbatch, Taika Waititi, Rachel House, Clancy Brown, Tadanobu Asano, Ray Stevenson, Zachary Levi, Luke Hemsworth, Sam Neill",United States,"June 5, 2018",2017,131,"To save Asgard from a bloodthirsty goddess of death, the mighty Thor will have to battle his way to freedom and find a way back home.",Action
+s7060,Movie,Thor: Tales of Asgard,Sam Liu,"Matthew Wolf, Rick Gomez, Tara Strong, Alistair Abell, Paul Dobson, Brent Chapman, Chris Britton, Ron Halder, Cathy Weseluck, Michael Dobson",United States,"April 15, 2020",2011,77,"Thor, the Marvel comic book character, comes to life in this animated feature that explores his earliest adventures with his brother Loki.",Children
+s7061,Movie,Thorne: Scaredy Cat,Benjamin Ross,"David Morrissey, Eddie Marsan, Aidan Gillen, O.T. Fagbenle, Lorraine Ashbourne, Sandra Oh, Tom Brooke, Joe Absolom",United Kingdom,"November 2, 2016",2010,125,"Heading a new team whose aim is to crack the cases that leave others stumped, detective Tom Thorne finds himself on the hunt for two serial killers.",Dramas
+s7062,Movie,Thorne: Sleepyhead,Stephen Hopkins,"David Morrissey, Eddie Marsan, Aidan Gillen, O. T. Fagbenle, Lorraine Ashbourne, Natascha McElhone, Sara Lloyd-Gregory, Aisling Loftus, Sarah Niles, Joshua Close, Brian McCardie",United Kingdom,"November 2, 2016",2010,125,"Investigating a series of attacks on young women, detective Tom Thorne is dragged back into the nightmares of his past as he races to find a killer.",Dramas
+s7063,Movie,Thottappan,Shanavas K. Bavakutty,"Priyamvada Krishnan, Vinayakan, Roshan Mathew, Dileesh Pothan, Manoj K. Jayan, Lal, Irshad Ali, Sunitha",India,"February 8, 2020",2019,139,"When his partner in crime goes missing, a small-time crook’s life is transformed as he dedicates himself to raising the daughter his friend left behind.",Comedies
+s7064,Movie,Three,Johnnie To,"Louis Koo, Zhao Wei, Wallace Chung, Lam Suet, Lo Hoi-pang, Eddie Cheung, Timmy Hung, Michael Tse, Raymond Wong Ho-Yin",Hong Kong,"June 3, 2017",2016,88,"A master criminal engineers his own shooting during a police raid, then refuses treatment while awaiting rescue in a tense standoff at a hospital.",Action
+s7067,Movie,Three Words to Forever,Cathy Garcia-Molina,"Sharon Cuneta, Richard Gomez, Kathryn Bernardo, Liza Lorena, Freddie Webb, Tommy Esguerra, Joross Gamboa, Tobie Dela Cruz",Philippines,"November 19, 2020",2018,107,"As they near their 25th wedding anniversary, Rick and Cristy try to conceal their crumbling marriage while their family prepares for a big celebration.",Comedies
+s7069,Movie,Thriller,Dallas Jackson,"Jessica Allain, Luke Tennie, Tequan Richmond, Paige Hurd, Chelsea Rendon, Mitchell Edwards, Pepi Sonuga, Jason Woods, Maestro Harrell, RZA, Mykelti Williamson",United States,"April 14, 2019",2018,87,"When a prank goes wrong, a shy kid from Compton is sent away for murder. Four years later, he’s back and out for revenge on homecoming weekend.",Horror Movies
+s7070,Movie,Through My Father's Eyes: The Ronda Rousey Story,Gary Stretch,Ronda Rousey,Canada,"March 31, 2020",2019,104,This documentary chronicles former Olympian and UFC champion Ronda Rousey's ascent to iconic status in the world of mixed martial arts.,Documentaries
+s7071,Movie,Thug Life,Mukesh Vohra,"Harish Verma, Jass Bajwa, Rajiv Thakur, Ihana Dhillon, Yograj Singh, Karamjit Anmol, Anita Devgan, Vrajesh Hirjee, Rana Jung Bahadur, Hobby Dhaliwal",India,"December 1, 2019",2017,133,A get-rich-quick scheme goes awry when a group of friends stumbles onto a dangerous conspiracy and wind up getting mistaken for the bad guys.,Comedies
+s7072,Movie,Thumper,Jordan Ross,"Eliza Taylor, Pablo Schreiber, Daniel Webber, Lena Headey, Ben Feldman, Grant Harvey, Jazzy De Lisser, Brett Rice",United States,"February 5, 2018",2017,93,"After moving to a hardscrabble suburban California town, a young woman becomes dangerously entangled with a local drug enterprise.",Dramas
+s7073,Movie,Thunderbolt,"William Wyler, John Sturges","James Stewart, Lloyd Bridges",United States,"March 31, 2017",1947,42,"A P-47 Thunderbolt squadron is shown in preparation, at play and in bombing raids aiming to halt Nazi supply lines and aid Allied ground troops.",Classic Movies
+s7079,Movie,Tiffany Haddish: Black Mitzvah,Linda Mendoza,Tiffany Haddish,United States,"December 3, 2019",2019,56,"On her 40th birthday, Tiffany Haddish drops a bombastic special studded with singing, dancing and raunchy reflections on her long road to womanhood.",Stand-Up
+s7080,Movie,Tiffany Haddish: She Ready! From the Hood To Hollywood!,Chris Robinson,Tiffany Haddish,United States,"April 7, 2020",2017,66,Comedic breakout Tiffany Haddish delivers a riotous stand-up ripe with the unpretentious and filthy tales of her meteoric rise to stardom.,Stand-Up
+s7081,Movie,Tig,"Kristina Goolsby, Ashley York",Tig Notaro,United States,"July 17, 2015",2015,92,Comedian Tig Notaro announced her cancer diagnosis at what became a legendary stand-up set in 2012. Follow her search for humor amid devastating news.,Documentaries
+s7082,Movie,Tig Notaro Happy To Be Here,Tig Notaro,Tig Notaro,United States,"May 22, 2018",2018,58,"Comedian Tig Notaro unleashes her inner prankster in a playful stand-up special packed with funny anecdotes, parenting confessions and more.",Stand-Up
+s7083,Movie,Tiger,Sartaj Singh Pannu,"Sippy Gill, Ihana Dhillon, Yograj Singh, Yashpal Sharma, Deedar GIll, Rahul Jugraj, Virender Nath Lubana, Aneeta",India,"October 1, 2018",2016,130,"Imprisoned for drug smuggling as a child, a young man uses the law he studied while in jail to take revenge on those who wronged him.",Action
+s7085,Movie,Tigertail,Alan Yang,"Tzi Ma, Christine Ko, Hong-Chi Lee, Hayden Szeto, Kunjue Li, Fiona Fu, James Saito, Joan Chen",United States,"April 10, 2020",2020,91,A man reflects on the lost love of his youth and his long-ago journey from Taiwan to America as he begins to reconnect with his estranged daughter.,Dramas
+s7087,Movie,Tik Tok,Li Jun,"Wallace Chung, Jung-jae Lee, Lang Yueting, Chae-yeong Lee",China,"July 1, 2017",2016,108,A police officer and a psychologist learn of a sinister threat at a highly anticipated soccer match and team up in hopes of preventing disaster.,Dramas
+s7088,Movie,Tikli and Laxmi Bomb,Aditya Kripalani,"Vibhawari Deshpande, Chitrangada Chakraborty, Suchitra Pillai, Upendra Limaye, Divya Unny, Kritika Pande, Mayur More, Kamil Shaikh",India,"August 1, 2018",2017,151,Two frustrated sex workers cut out the middlemen from their business affairs and start a cooperative that's run entirely by women.,Dramas
+s7089,TV Show,Til Death Do Us Part,"Cho Li, Chen Hung-yi, Weica Wang, Liu Bang-yao, Lin Guan-fu, Shen Chi, YC Tom Lee","Wen Chen-ling, River Huang, Lin He-xuan, Phoebe Lin, Janel Tsai, Dara Hanfman, Hsia Teng-hung, Nikki Hsin-Ying Hsieh",Taiwan,"August 15, 2019",2019,1,"Based on the speculative short stories of MirrorFiction, this sci-fi thriller anthology plunges headlong into our deepest desires – and darkest fears.",International TV
+s7090,Movie,Tim Allen: Men Are Pigs,Ellen Brown,Tim Allen,United States,"December 31, 2018",1990,30,"Standup comedian Tim Allen delivers a set dedicated to ""men stuff"" like lawn care, power tools and why he grunts like an animal.",Stand-Up
+s7092,Movie,Tim Minchin And The Heritage Orchestra Live,Matt Askem,"Tim Minchin, Jules Buckley",United Kingdom,"December 31, 2018",2011,146,"Flanked by a full orchestra, Tim Minchin takes the Royal Albert Hall by storm with a wonderfully witty evening of satirical musical comedy.",Music
+s7093,Movie,Tim Minchin: So F**king Rock,Matt Askem,Tim Minchin,United Kingdom,"December 31, 2018",2008,127,Comedic pianist Tim Minchin performs a host of his catchy songs that touch on everything from the Middle East to the healing power of canvas bags.,Music
+s7094,Movie,Time Out,Rikhil Bahadur,"Chirag Malhotra, Pranay Pachauri, Kaamya Sharma, Riya Kothari, Aditya Jain, Shiva Dawar, Sanya Arora, Tarana Marwah, Raunaq Chopra, Vedabrata Rao",India,"September 26, 2020",2015,98,"Raised in the privileged bubble of Delhi's elite, a teen is compelled to question his outlook on life and love when his older brother comes out as gay.",Dramas
+s7095,Movie,Time Please,Sameer Vidwans,"Priya Bapat, Siddarth Jadhav, Umesh Kamat, Sai Tamhankar, Vandana Gupte",India,"January 1, 2018",2013,125,"Personality differences, an old friend and a past flame poke holes in the way a husband and wife perceive their marriage.",Comedies
+s7096,Movie,Time Share,Sebastián Hofmann,"Luis Gerardo Méndez, Miguel Rodarte, R.J. Mitte, Cassandra Ciangherotti, Montserrat Marañon, Andrés Almeida, Emiliano Rodríguez",Mexico,"November 30, 2018",2018,96,Husband and father Pedro becomes increasingly suspicious that a series of mishaps at a resort during a family vacation are part of a sinister plan.,Dramas
+s7097,Movie,Time to Hunt,Yoon Sung-hyun,"Lee Je-hoon, Ahn Jae-hong, Choi Woo-shik, Park Jeong-min, Park Hae-soo",South Korea,"April 23, 2020",2020,135,"Wanting to leave their dystopian world behind for a faraway paradise, three outlaws plot a money heist — and draw the attention of a vicious killer.",International Movies
+s7098,Movie,Time Trap,"Mark Dennis, Ben Foster","Andrew Wilson, Cassidy Gifford, Brianne Howey, Reiley McClendon, Olivia Draguicevich, Max Wright, Hans Marrero, Rich Skidmore, Chris Sturgeon, Gopal Bidari",United States,"September 13, 2019",2017,88,"While searching for their missing archaeology professor, a group of students discovers a cave where time passes differently than it does on the surface.",Action
+s7103,Movie,Tini: The New Life of Violetta,Juan Pablo Buscarini,"Martina Stoessel, Jorge Blanco, Adrián Salzedo, Mercedes Lambre, Diego Ramos, Clara Alonso, Sofia Carson, Leonardo Cecchi, Ridder van Kooten, Beatrice Arnera, Georgina Amorós",Spain,"February 19, 2017",2016,99,"After completing a world tour, a teen pop star spends the summer at an Italian villa to recover from heartbreak and grow into a mature artist.",Children
+s7104,Movie,Tinker Bell and the Legend of the NeverBeast,Steve Loter,"Ginnifer Goodwin, Mae Whitman, Rosario Dawson, Lucy Liu, Pamela Adlon, Raven-Symoné, Megan Hilty, Kari Wahlgren, Anjelica Huston, Jeff Corwin, Olivia Holt, Thomas Lennon, Chloe Bennet, Danai Gurira, Grey DeLisle, Peter Michael",United States,"May 17, 2015",2014,78,"When suspicious scout fairies scheme to capture the fearsome-looking NeverBeast, Tinker Bell and Fawn set out to save the wondrous creature.",Children
+s7105,Movie,Tinker',Sonny Marler,"Clayne Crawford, Christian Kane, Colt Crawford, Wilmer Calderon, Randy Smith, Wendy Baron, Lennie Crawford, Chalet Lizette Brannan",United States,"March 19, 2019",2018,97,"While building a revolutionary machine outlined in his late father's journal, a recluse farmer becomes the guardian for his gifted six-year-old nephew.",Dramas
+s7112,Movie,To All the Boys I’ve Loved Before,Susan Johnson,"Lana Condor, Noah Centineo, Janel Parrish, Anna Cathcart, Andrew Bachelor, Trezzo Mahoro, Madaleine Arthur, Israel Broussard, Emilija Baranac, John Corbett",United States,"August 17, 2018",2018,100,"When her secret love letters somehow get mailed to each of her five crushes, Lara Jean finds her quiet high school existence turned upside down.",Comedies
+s7113,Movie,To All the Boys: P.S. I Still Love You,Michael Fimognari,"Lana Condor, Noah Centineo, Jordan Fisher, Anna Cathcart, Janel Parrish, Ross Butler, Madaleine Arthur, Emilija Baranac, Trezzo Mahoro, Holland Taylor, Sarayu Blue, John Corbett",United States,"February 12, 2020",2020,102,"Lara Jean is officially Peter’s girlfriend, so everything should be perfect, right? But feelings grow complicated when an old crush reenters her life.",Comedies
+s7114,Movie,To and From New York,Sorin Dan Mihalcescu,"Barbara King, Shaana Diya, John Krisiukenas, Yoriko Haraguchi, David Crane, Chad Thomas",United States,"January 1, 2008",2006,81,"While covering a story in New York City, a Seattle-based reporter uncovers a link between two missing women that changes her article entirely.",Dramas
+s7117,Movie,"To Each, Her Own",Myriam Aziza,"Sarah Stern, Jean-Christophe Folly, Julia Piaton, Arié Elmaleh, Clémentine Poidatz, Stéphane Debac, Richard Berry, Catherine Jacob",France,"June 24, 2018",2018,95,"Just as Simone works up the courage to tell her conservative Jewish family she's a lesbian, she finds herself attracted to a male Senegalese chef.",Comedies
+s7118,Movie,To the Bone,Marti Noxon,"Lily Collins, Keanu Reeves, Carrie Preston, Lili Taylor, Alex Sharp, Liana Liberato, Brooke Smith, Leslie Bibb, Kathryn Prescott",United States,"July 14, 2017",2017,108,"Ellen, a 20-year-old with anorexia nervosa, goes on a harrowing, sometimes funny journey of self-discovery at a group home run by an unusual doctor.",Dramas
+s7119,TV Show,To the Lake,Pavel Kostomarov,"Viktoriya Isakova, Kirill Käro, Aleksandr Robak, Natalya Zemtsova, Maryana Spivak, Yuri Kuznetsov, Eldar Kalimulin, Viktoriya Agalakova, Alexander Yatsenko, Saveliy Kudryashov",Russia,"October 7, 2020",2020,1,"Facing the end of civilization when a terrifying plague strikes, a group risks their lives, loves — and humanity — in a brutal struggle to survive.",International TV
+s7120,Movie,"To Wong Foo, Thanks for Everything! Julie Newmar",Beeban Kidron,"Patrick Swayze, Wesley Snipes, John Leguizamo, Stockard Channing, Blythe Danner, Arliss Howard, Jason London, Chris Penn, Melinda Dillon, Beth Grant, Alice Drummond, Marceline Hugot, Michael Vartan, RuPaul Charles, Julie Newmar",United States,"August 1, 2019",1995,108,Three New York drag queens on their way to Hollywood for a beauty pageant get stranded in a small Midwestern town when their car breaks down.,Comedies
+s7121,TV Show,Toast of London,Michael Cumming,"Matt Berry, Robert Bathurst, Doon Mackichan, Shazad Latif, Tim Downie, Harry Peacock, Tracy Ann Oberman",United Kingdom,"September 1, 2017",2015,3,"After a divorce and fatal career move, a classically trained British stage actor navigates single life with his odd roommate and takes on horrid jobs.",British TV
+s7123,Movie,Toc Toc,Vicente Villanueva,"Paco León, Alexandra Jiménez, Rossy de Palma, Nuria Herrero, Adrián Lastra, Oscar Martínez, Inma Cuevas, Ana Rujas, Carolina Lapausa",Spain,"May 1, 2018",2017,96,"A group of patients with OCD wait for their flight-delayed doctor to arrive for their appointments, forcing them to endure each other's oddball quirks.",Comedies
+s7124,Movie,Todd Barry: Spicy Honey,Jay Chapman,Todd Barry,United States,"December 26, 2017",2017,61,"With bone-dry wit, stand-up comic Todd Barry dissects texting emergencies, Hitler's taste in wine, pricey soap, cheap pizza and much more.",Stand-Up
+s7125,Movie,Todd Glass: Act Happy,Scott Moran,Todd Glass,United States,"January 23, 2018",2018,63,Try to keep up as comedian Todd Glass delivers rapid-fire stand-up that bounces from his heart attack to his coming out to how to eat a Kit Kat.,Stand-Up
+s7126,Movie,Todd Glass: Stand-Up Special,Jay Chapman,Todd Glass,United States,"December 31, 2018",2012,46,"Standup comedian Todd Glass gets right down to it, with sly observations on accepting directions, denying compliments and being afraid of the dark.",Stand-Up
+s7127,Movie,Todo lo que sería Lucas Lauriente,"Raúl Campos, Jan Suter",Lucas Lauriente,Argentina,"April 6, 2018",2018,78,"In his stand-up set, Argentine comic Lucas Lauriente animatedly rattles off reflections on different generations and begs kids to stop saying ""goals.""",Stand-Up
+s7128,Movie,Todo Sobre El Asado,"Mariano Cohn, Gastón Duprat",El Negro Álvarez,Argentina,"September 1, 2017",2016,86,"This quirky examination of Argentina's culture, customs and cuisine slices into the country's traditional barbecue – which is both meal and ritual.",Documentaries
+s7130,Movie,Together For Eternity,Sooraj R. Barjatya,"Salman Khan, Karisma Kapoor, Saif Ali Khan, Tabu, Sonali Bendre, Mohnish Bahl, Reema Lagoo, Mahesh Thakur, Neelam, Alok Nath",India,"February 1, 2020",1999,176,"A scheming matriarch plots to cut off her disabled stepson and his wife from the family fortune, creating a division within the clan.",Dramas
+s7131,Movie,Toilet: Ek Prem Katha,Shree Narayan Singh,"Akshay Kumar, Bhumi Pednekar, Divyendu Sharma, Atul Srivastava, Anupam Kher, Ayesha Raza Mishra, Mukesh S Bhatt, Shubha Khote, Sudhir Pandey",India,"August 21, 2018",2017,145,"On her first day of marriage, a woman leaves her husband upon learning his home lacks a toilet, sparking a quixotic quest to acquire modern sanitation.",Comedies
+s7134,Movie,Toll Booth,Tolga Karaçelik,"Büşra Pekin, Nur Aysan, Ruhi Sarı, Nergis Öztürk, Nadir Sarıbacak, Serkan Ercan, Sermet Yeşil, Enes Mazak, Zafer Diper",Turkey,"September 7, 2020",2010,98,"A toll booth operator's mundane life is upended when he's reassigned to a remote spot, where he finds intriguing strangers — and a new side to himself.",Dramas
+s7136,Movie,Tom Papa Live in New York City,Rob Zombie,Tom Papa,United States,"December 31, 2018",2011,57,"Comedian Tom Papa riffs on the trials of married life, fatherhood in the 21st century, domestic pets and more in his stand-up show.",Stand-Up
+s7137,Movie,Tom Papa: You're Doing Great!,Gregory Jacobs,Tom Papa,United States,"February 4, 2020",2020,60,"Comedian Tom Papa takes on body image issues, social media, pets, Staten Island, the ""old days"" and more in a special from his home state of New Jersey.",Stand-Up
+s7138,Movie,Tom Segura: Ball Hog,Rami Hachache,Tom Segura,United States,"March 24, 2020",2020,70,"Tom Segura scores laughs with uncomfortably candid stories about mothers, fathers, following your dreams — and other things you'd rather not think about.",Stand-Up
+s7139,Movie,Tom Segura: Completely Normal,Jay Chapman,Tom Segura,United States,"July 13, 2017",2014,74,Levelheaded stand-up Tom Segura shares offhand appraisals on hotels and opens up about his hobbies and digestive ailments in this comedy special.,Stand-Up
+s7140,Movie,Tom Segura: Disgraceful,Jay Karas,Tom Segura,United States,"January 12, 2018",2018,71,"Tom Segura gives voice to the sordid thoughts you'd never say out loud, with blunt musings on porn, parking lot power struggles, parenthood and more.",Stand-Up
+s7141,Movie,Tom Segura: Mostly Stories,Jay Karas,Tom Segura,United States,"January 8, 2016",2016,74,"The bearded, bawdy and comically bitter Tom Segura gets real about body piercings, the ""Area 51"" of men's bodies, and the lie he told Mike Tyson.",Stand-Up
+s7143,Movie,Tomorrow Never Dies,Roger Spottiswoode,"Pierce Brosnan, Jonathan Pryce, Michelle Yeoh, Teri Hatcher, Joe Don Baker, Judi Dench, Ricky Jay, Götz Otto, Desmond Llewelyn, Vincent Schiavelli",United Kingdom,"December 31, 2019",1997,119,"Pierce Brosnan stars in this 007 installment, which teams the secret agent and a sexy Chinese superspy against a megalomaniacal media mogul.",Action
+s7146,Movie,Tony Parker: The Final Shot,Florent Bodin,Tony Parker,France,"January 6, 2021",2020,99,"This film examines the background and career of Tony Parker, whose determination led him to become arguably the greatest French basketball player.",Documentaries
+s7147,Movie,Tony Robbins: I Am Not Your Guru,Joe Berlinger,Tony Robbins,United States,"July 15, 2016",2016,117,Tony Robbins' clients swear by his unorthodox life coaching methods. A revealing film goes behind the curtain at his annual mega-event.,Documentaries
+s7148,Movie,Too Handsome to Handle,Sabrina Rochelle Kalangie,"Ari Irham, Nikita Willy, Calvin Jeremy, Rachel Amanda, Dimas Dinang, Tarra Budiman, Marcellino Lafrand, Iis Dahlia",Indonesia,"December 31, 2020",2019,106,"Wary of the effects of his good looks on others, a shut-in agrees to attend high school for the first time and meets a girl who's immune to his charm.",Comedies
+s7150,Movie,Too Young the Hero,Buzz Kulik,"Ricky Schroder, Jon DeVries, Debra Mooney, Mary-Louise Parker, Christopher Curry, Rick Warner, Tom Wood",United States,"October 1, 2011",1988,94,"Twelve-year-old Calvin manages to join the navy and serves in the battle of Guadalcanal. But when his age is revealed, the boy is sent to the brig.",Dramas
+s7152,Movie,Tootsies & The Fake,Kittiphak Thonguam,"Araya A. Hargate, Paopetch Charoensook, Thongkanthom Thongchai, Ratthanant Janyajirawong, Pattarasaya Kreuasuwansri, Gunn Svasti Na Ayudhya, Kritsanapoom Pibulsonggram, Keetapat Pongruea",Thailand,"March 5, 2020",2019,108,"After knocking a celebrity unconscious before a huge job, a bumbling pack of pals tries to avoid a lawsuit by replacing her with a look-alike.",Comedies
+s7156,Movie,Tope: The Bait,Buddhadev Dasgupta,"Sudipto Chattopadhyay, Chandan Roy Sanyal, Kajal Kumari, Ananya Chatterjee, Paoli Dam, Malobika Banerjee, Pawan Kanodia",India,"March 1, 2018",2016,87,"The tales of an eccentric aristocrat, a tightrope walking nomad and a postman-turned-soothsayer unspool in this visual poem of rural life in India.",Dramas
+s7158,Movie,Torbaaz,Girish Malik,"Sanjay Dutt, Nargis Fakhri, Rahul Dev, Priyanka Verma, Kuwaarjeet Chopraa, Aishan Jawaid Malik, Rahul Mittra, Gavie Chahal, Humayun Shams Khan, Babrak Akbari",India,"December 11, 2020",2020,133,"At an Afghanistan refugee camp, an ex-army doctor seeks to bring children joy through cricket — and soon realizes that the stakes go beyond the sport.",Dramas
+s7159,Movie,Toro,Kike Maíllo,"Mario Casas, Luis Tosar, José Sacristán, Claudia Canal, José Manuel Poga, Ingrid García Jonsson, Luichi Macías",Spain,"April 1, 2017",2016,106,Ex-con Toro's brother and former partner in crime makes a desperate plea for help that may put Toro back behind bars ... if he survives at all.,Dramas
+s7160,Movie,Tortilla Soup,Maria Ripoll,"Hector Elizondo, Jacqueline Obradors, Elizabeth Peña, Tamara Mello, Nikolai Kinski, Raquel Welch, Joel Joan, Paul Rodriguez, Constance Marie, Julio Oscar Mechoso",United States,"September 15, 2020",2001,104,Widower Martin is a restaurateur with a booming business and three headstrong daughters who leave the house to pursue their individual destinies.,Comedies
+s7162,Movie,Total Frat Movie,Warren P. Sonoda,"Justin Deeley, Alex House, Steven Yaffee, Rebecca Dalton, Ann Pirvu, Nick Bateman, Tom Green, Jamie Johnston",United States,"December 19, 2016",2016,94,"A disbanded fraternity tries to get their act together by finding new members, but beer bongs, bad grades and a demented dean stand in their way.",Comedies
+s7163,Movie,Total Recall,Paul Verhoeven,"Arnold Schwarzenegger, Rachel Ticotin, Sharon Stone, Michael Ironside, Ronny Cox, Marshall Bell, Michael Champion, Mel Johnson Jr., Roy Brocksmith, Rosemary Dunsmore",United States,"July 1, 2020",1990,114,"After getting a memory implant, working stiff Douglas Quaid discovers he might actually be a secret agent embroiled in a violent insurrection on Mars.",Action
+s7164,Movie,Tottaa Pataaka Item Maal,Aditya Kripalani,"Shalini Vatsa, Chitrangada Chakraborty, Vinay Sharma, Sonal Joshi, Kritika Pande",India,"June 25, 2019",2018,107,"Exasperated with living in perpetual fear for their safety, four women kidnap a man to show him the realities of being female in Delhi.",Dramas
+s7167,Movie,Tracers,Daniel Benmayor,"Luciano Acuna Jr., Adam Rayner, Marie Avgeropoulos, Rafi Gavron, Taylor Lautner, Sam Medina, Amirah Vann, Johnny M. Wu, Josh Yadon, Christian Steel",United States,"October 22, 2019",2015,94,"When a bike messenger falls into debt with organized criminals, a sexy woman draws him into her high-stakes world of parkour, teaching him new skills.",Action
+s7168,Movie,Tracy Morgan: Staying Alive,Ryan Polito,Tracy Morgan,United States,"May 16, 2017",2017,59,"In his first special since his serious car accident, Tracy Morgan cracks jokes about life in a coma, his second marriage and his family's dark side.",Stand-Up
+s7169,Movie,Traffic Signal,Madhur Bhandarkar,"Kunal Khemu, Neetu Chandra, Konkona Sen Sharma, Upendra Limaye, Ranvir Shorey, Sudhir Mishra, Nassar Abdulla, Manoj Joshi",India,"December 31, 2019",2007,130,"Four characters coexist at an urban traffic signal, where all manage to make a meager living until events threaten the source of their livelihood.",Dramas
+s7171,Movie,Trailer Park Boys Live at the North Pole,"Mike Smith, John Paul Tremblay, Robb Wells","Mike Smith, John Paul Tremblay, Robb Wells, John Dunsworth, Pat Roach, Jacob Rolfe, Marguerite McNeil, Doug Barron, Paul Doucette, Gareth Meagher",Canada,"March 1, 2018",2014,89,Bubbles's plan to spread the true meaning of Christmas is dashed by Julian's wish to cash in on the holiday and Ricky's quest to meet the real Santa.,Uncategorized
+s7172,Movie,Trailer Park Boys Live In F**kin' Dublin,"Mike Smith, John Paul Tremblay, Robb Wells","Mike Smith, John Paul Tremblay, Robb Wells, Pat Roach",Canada,"March 1, 2018",2014,81,The boys head to Ireland after winning a contest to see Rush but are arrested by immigration and must perform a community service puppet show.,Uncategorized
+s7173,Movie,Trailer Park Boys: Countdown to Liquor Day,Mike Clattenburg,"Robb Wells, John Paul Tremblay, Mike Smith, John Dunsworth, Jonathan Torrens, Patrick Roach, Lucy Decoutere, Sarah Dunsworth, Barrie Dunn, Tyrone Parsons",Canada,"March 30, 2018",2009,102,"After their latest jail stint, boozy pals Julian, Bubbles and Ricky plan to go legit but learn trailer park manager Jim aims to demolish their homes.",Comedies
+s7174,Movie,"Trailer Park Boys: Drunk, High and Unemployed: Live in Austin","Gary Howsam, Mike Smith, John Paul Tremblay, Robb Wells","Mike Smith, John Paul Tremblay, Robb Wells, John Dunsworth, Pat Roach, Tom Green, Verne Troyer, Jonathan Torrens",Canada,"December 9, 2015",2015,74,"Ricky, Julian and Bubbles bring their trailer park humor out onto the stage for a night of bravado, schemes and an intoxicated acting demo.",Comedies
+s7177,Movie,Trailer Park Boys: Say Goodnight to the Bad Guys,Mike Clattenburg,"John Paul Tremblay, Robb Wells, John Dunsworth, Patrick Roach, Lucy Decoutere, Sarah Dunsworth, Barrie Dunn, Jeanna Harrison, Shelley Thompson, Tyrone Parsons",Canada,"March 1, 2018",2008,47,"A year after the Season 7 finale, the boys are poised to live the good life. But an old enemy throws a wrench in things once again.",Comedies
+s7178,TV Show,Trailer Park Boys: The Animated Series,"Norm Hiscock, Gary Howsam, Mike Smith, John Paul Tremblay, Robb Wells","Mike Smith, John Paul Tremblay, Robb Wells, John Dunsworth, Pat Roach, Cory Bowles, Jacob Rolfe, Tyrone Parsons, Sarah Dunsworth, Jeanna Harrison, Marguerite McNeil",Canada,"May 22, 2020",2020,2,"Nova Scotia’s favorite miscreants have always been super sketchy. Now, carrying on from the Season 12 finale, the boys have become complete cartoons.",TV Comedies
+s7179,Movie,Trailer Park Boys: The Movie,Mike Clattenburg,"Robb Wells, John Paul Tremblay, Mike Smith, Lucy Decoutere, Lydia Lawson-Baird, Cory Bowles, Michael Jackson, Gord Downie, Alex Lifeson, Gerry Dee, Glen Grant, Eugene Clark, Barrie Dunn, John Dunsworth, Patrick Roach",Canada,"March 30, 2018",2006,95,"In this feature-length adventure, Ricky, Julian and Bubbles – just out of jail – plan the lamest scheme yet: to get rich by stealing tons of change.",Comedies
+s7180,Movie,Trailer Park Boys: Xmas Special,Mike Clattenburg,"John Paul Tremblay, Robb Wells, John Dunsworth, Patrick Roach, Lucy Decoutere, Sarah Dunsworth, Cory Bowles, Barrie Dunn, Michael Jackson, Shelley Thompson",Canada,"March 1, 2018",2004,46,"See what Sunnyvale Trailer Park was like back in the day, featuring Randy as a prostitute, J-Roc before he rapped and Barb and Lahey still together.",Uncategorized
+s7181,Movie,Train of the Dead,Sukum Maetawanitch,"Kett Thantup, Savika Chaiyadej, Sura Theerakon, Chaleumpol Tikumpornteerawong, Yarichada Wattanawongsri, Phoomjai Tangsanga, Warot Pitakanonda, Saowaluck Siriaran",Thailand,"July 25, 2018",2007,88,Five teenagers on the lam hide out in an empty train. Little do they realize that the train is inhabited by ghosts on their way to final judgment.,Horror Movies
+s7182,Movie,Train to Busan,Sang-ho Yeon,"Gong Yoo, Yu-mi Jung, Dong-seok Ma, Soo-an Kim, Woo Shik Choi, Sohee, Eui-sung Kim",South Korea,"March 18, 2017",2016,118,"As a zombie outbreak sweeps the country, a dad and his daughter take a harrowing train journey in an attempt to reach the only city that's still safe.",Action
+s7183,Movie,Trainspotting,Danny Boyle,"Ewan McGregor, Ewen Bremner, Jonny Lee Miller, Kevin McKidd, Robert Carlyle, Kelly Macdonald, Peter Mullan, James Cosmo, Eileen Nicholas, Susan Vidler, Pauline Lynch, Shirley Henderson",United Kingdom,"October 1, 2019",1996,94,"Renton and his mates cope with the gritty realities of heroin addiction. But when Renton gets clean, he can't get away from his friends' nasty habits.",Comedies
+s7184,Movie,Traitor,Jeffrey Nachmanoff,"Don Cheadle, Guy Pearce, Saïd Taghmaoui, Neal McDonough, Alyy Khan, Archie Panjabi, Raad Rawi, Jeff Daniels, Lorena Gale, Simon Reynolds, Jonathan Walker, Mozhan Marnò, Tom Barnett, Scali Delpeyrat",United States,"July 1, 2018",2008,114,An FBI agent assigned to pursue an ex-Special Ops soldier who joined a terrorist organization begins to question his target's true intentions.,Dramas
+s7186,Movie,Tramps,Adam Leon,"Callum Turner, Grace Van Patten, Michal Vondel, Mike Birbiglia, Margaret Colin, Louis Cancelmi, Rachel Zeiger-Haag, Dane Martinez",United States,"April 21, 2017",2017,83,"Pulled into a shady briefcase swap for different reasons, young strangers Danny and Ellie spend an eventful night together when the deal goes wrong.",Dramas
+s7187,Movie,Transcendence,Wally Pfister,"Johnny Depp, Rebecca Hall, Morgan Freeman, Paul Bettany, Cillian Murphy, Kate Mara, Cole Hauser, Clifton Collins Jr.",United Kingdom,"November 1, 2018",2014,119,Two computer scientists work to achieve technological singularity to create a world where computers can transcend the abilities of the human brain.,Sci-Fi
+s7189,Movie,Transformer,Michael Del Monte,Janae Marie Kroczaleski,Canada,"February 20, 2019",2017,79,Powerlifter Matt Kroczaleski faced his greatest challenge when he came out as transgender. This documentary captures his transition into a woman.,Documentaries
+s7197,Movie,Trash,Stephen Daldry,"Wagner Moura, Martin Sheen, Rooney Mara, Selton Mello, José Dumont, Nelson Xavier, Eduardo Luis, Gabriel Weinstein, Rickson Tevez",United Kingdom,"January 1, 2019",2014,114,"Three poor Brazilian teens find something suspicious in a garbage heap, then end up on the run from the law as they try to set things right.",Dramas
+s7198,Movie,Trash Fire,Richard Bates Jr.,"Adrian Grenier, Angela Trimbur, AnnaLynne McCord, Fionnula Flanagan, Matthew Gray Gubler, Ray Santiago, Sally Kirkland, Ezra Buzzington",United States,"February 2, 2017",2016,94,Surprise news that his girlfriend is pregnant sends loutish Owen on an ill-advised trip to reconnect with his twisted sister and sadistic grandmother.,Comedies
+s7200,Movie,Travel Mates 2,Bedran Güzel,"Oğuzhan Koç, İbrahim Büyükak, Ezgi Eyüboğlu, Olgun Toker, Kadir Polatçi, Aycan Koptur, Bahar Şahin, Kıvanç Baran Arslan",Turkey,"September 20, 2019",2018,111,"When struggling singer Onur decides to return to his old job, incurable klutz Şeref organizes a surprise tour full of pitfalls and mishaps.",Comedies
+s7202,Movie,Travis Scott: Look Mom I Can Fly,White Trash Tyler,Travis Scott,United States,"August 28, 2019",2019,85,"While crafting his Grammy-nominated album ""Astroworld,"" Travis Scott juggles controversy, fatherhood and career highs in this intimate documentary.",Documentaries
+s7208,Movie,Tremors,Ron Underwood,"Kevin Bacon, Fred Ward, Finn Carter, Michael Gross, Reba McEntire, Robert Jayne, Charlotte Stewart, Tony Genaro, Ariana Richards, Richard Marcus, Victor Wong, Bibi Besch",United States,"January 1, 2020",1990,96,"After a seismologist gets unusual readings on her equipment, handymen discover 30-foot-long carnivorous worms that suck their prey underground.",Comedies
+s7210,Movie,Tremors 3: Back to Perfection,Brent Maddock,"Michael Gross, Shawn Christian, Susan Chuang, Charlotte Stewart, Ariana Richards, Tony Genaro, Barry Livingston, John Pappas, Jason Hopkins",United States,"January 1, 2020",2001,104,"When a theme park's simulated giant worm attacks turn real, Burt Gummer and two young entrepreneurs team up to battle the flesh-eating graboids.",Comedies
+s7211,Movie,Tremors 4: The Legend Begins,S.S. Wilson,"Michael Gross, Sara Botsford, Billy Drago, Brent Roam, August Schellenberg, J.E. Freeman, Ming Lo, Lydia Look, Sam Ly, Neil Kopit",United States,"January 1, 2020",2004,101,"Residents of a abandoned mining town attempt to get to the bottom of a series of recent, mysterious deaths before their own fates are sealed.",Comedies
+s7212,Movie,Tremors 5:  Bloodline,Don Michael Paul,"Michael Gross, Jamie Kennedy, Ernest Ndhlovu, Lawrence Joffe, Zak Hendrikz, Natalie Becker, Emmanuel Castis, Brandon Auret, Daniel Janks",South Africa,"January 1, 2020",2015,99,"When he is hired to capture a deadly creature terrorizing South Africa, survivalist Burt Gummer brings along a new tech-savvy partner.",Comedies
+s7213,Movie,Tremors 6: A Cold Day in Hell,Don Michael Paul,"Michael Gross, Jamie Kennedy, Tanya van Graan, Jamie-Lee Money, Stephanie Schildknecht, Greg Kriek, Jenna Upton, Jay Anstey, Christie Peruso",United States,"May 1, 2018",2018,98,"The subterranean, worm-like creatures are back, and Graboid-hunter Burt Gummer suspects they've been weaponized.",Action
+s7214,Movie,Tremors: Shrieker Island,Don Michael Paul,"Michael Gross, Jon Heder, Caroline Langrishe, Cassie Clare, Matthew Douglas, Sahajak Boonthanakit, David Asavanond, Jackie Cruz, Richard Brake",United States,"October 20, 2020",2020,102,"When massive mutant creatures infiltrate an island nature preserve, scientists recruit a legendary monster hunter to battle the beasts.",Action
+s7215,Movie,Trespass Against Us,Adam Smith,"Michael Fassbender, Brendan Gleeson, Lyndsey Marshal, Georgie Smith, Rory Kinnear, Killian Scott, Sean Harris, Kingsley Ben-Adir, Kacie Anderson, Gerard Kearns",United Kingdom,"February 22, 2019",2016,100,"A man from a criminal family yearns to break away and find a better life, but his father's staunch opposition puts his dreams of freedom in jeopardy.",Dramas
+s7216,Movie,Trevor Noah: Afraid of the Dark,David Paul Meyer,Trevor Noah,United States,"February 21, 2017",2017,67,"The ""Daily Show"" host ponders the perils of naming countries, how traffic lights turn New Yorkers invincible and why you shouldn't drink in Scotland.",Stand-Up
+s7217,Movie,Trevor Noah: Son of Patricia,David Paul Meyer,Trevor Noah,United States,"November 20, 2018",2018,64,"""Daily Show"" host Trevor Noah touches on tacos, runaway snakes, camping, racism immunity and lessons he learned from his mother in this comedy special.",Stand-Up
+s7223,Movie,"Trikal (Past, Present, Future)",Shyam Benegal,"Leela Naidu, Neena Gupta, Anita Kanwar, Soni Razdan, Dalip Tahil, K.K. Raina, Kunal Kapoor, Keith Stevenson, Naseeruddin Shah, Kulbhushan Kharbanda",India,"December 31, 2019",1985,134,"A Goan native returns to his now-derelict, palatial childhood home, recalling his family’s interpersonal drama during the end of Portuguese rule.",Comedies
+s7224,Movie,Trimurti,Mukul Anand,"Anil Kapoor, Shah Rukh Khan, Jackie Shroff, Satyendra Kapoor, Gautami, Tinnu Anand, Saeed Jaffrey, Anirudh Agarwal, Mohan Agashe, Himani Shivpuri, Priya Tendulkar, Anjali Jathar, Anang Desai, Pramod Moutho, Subhash Ghai",India,"March 1, 2018",1995,173,"After being framed, a policewoman languishing in prison hopes that her three sons will deliver justice and restore her honor.",Action
+s7227,Movie,Trip to Bhangarh: Asia's Most Haunted Place,Jitender Pawar,"Manish Chaudhary, Suzanna Mukherjee, Piyush Raina, Rachit Behl, Rohit Chaudhury, Vikram Kochhar, Poonam Pandey",India,"November 1, 2017",2014,113,"To amuse themselves, six college friends decide to pay a visit to a fortress believed by some to be the most haunted place in Asia.",International Movies
+s7228,Movie,Triple 9,John Hillcoat,"Casey Affleck, Chiwetel Ejiofor, Anthony Mackie, Aaron Paul, Clifton Collins Jr., Norman Reedus, Woody Harrelson, Kate Winslet, Teresa Palmer, Michael Kenneth Williams, Gal Gadot",United States,"December 8, 2020",2016,115,A group of dirty Atlanta cops blackmailed by the Russian mob plan a seemingly impossible heist that sets off an explosive chain reaction of violence.,Dramas
+s7229,Movie,Triple Frontier,J.C. Chandor,"Ben Affleck, Oscar Isaac, Charlie Hunnam, Pedro Pascal, Garrett Hedlund, Adria Arjona",United States,"March 13, 2019",2019,126,"Loyalties are tested when five former special forces operatives reunite to steal a drug lord's fortune, unleashing a chain of unintended consequences.",Action
+s7230,Movie,Triple Threat,"Jesse V. Johnson, Jesse Johnson","Tony Jaa, Iko Uwais, Tiger Chen, Scott Adkins, Celina Jade, Michael Bisping, Michael Jai White, JeeJa Yanin, Dominiquie Vandenberg",Thailand,"June 22, 2019",2019,96,A crew of ruthless criminals hired to kill an influential heiress meet their match in a trio of surprisingly adept fighters who come to her aid.,Action
+s7231,Movie,Triumph of the Heart,Richard Michaels,"Mario Van Peebles, Susan Ruttan, Lane R. Davis, Lynn Whitfield, Adam Faraizl, Polly Holliday, Jay Pennison, John Schuhmacher",United States,"October 1, 2011",1991,93,"This drama tells the tale of Ricky Bell, a pro running back with the Tampa Bay Buccaneers who died of a muscle disease in the prime of his career.",Dramas
+s7232,Movie,Trixie Mattel: Moving Parts,Nicholas Zeig-Owens,Brian Firkus,United States,"March 27, 2020",2019,91,Drag queen Trixie Mattel deals with the bittersweet reality of success in this documentary that explores her rise to fame and subsequent music career.,Documentaries
+s7234,Movie,Trolls Holiday Special,Joel Crawford,"Anna Kendrick, Justin Timberlake, Zooey Deschanel, Christopher Mintz-Plasse, James Corden, Ron Funches, Kunal Nayyar, Aino Jawo, Caroline Hjelt, Walt Dohrn",United States,"December 6, 2017",2017,27,"When Queen Poppy realizes that Bridget and the Bergens don't have any holidays, she hatches a plan for Branch and the Snack Pack to help create one.",Children
+s7240,Movie,Troy: The Odyssey,Tekin Girgin,"Dylan Vox, Lara Heller, Hachem Hicham, David Gray, Kelly B. Jones, Daniel Whyte, Eoin O'Brien, Ego Mikitas",United States,"March 12, 2018",2017,90,"Starting with the Trojan Horse attack, this modest re-telling of Homer's epic covers well-known highlights of Odysseus's long journey home.",Action
+s7241,Movie,Truckbhar Swapna,Pramod Pawar,"Makrand Deshpande, Kranti Redkar, Mukesh Rishi, Manoj Joshi, Smita Tambe, Aaditi Pohankar, Sahil Gilbile, Jyoti Joshi",India,"February 1, 2019",2018,128,A taxi driver living in a Mumbai slum seeks to better his family's life by building an extension of his home while dealing with a lecherous contractor.,Comedies
+s7243,Movie,True Grit,Henry Hathaway,"John Wayne, Glen Campbell, Kim Darby, Jeremy Slate, Robert Duvall, Dennis Hopper, Alfred Ryder, Strother Martin, Jeff Corey",United States,"January 1, 2020",1969,128,Teenage tomboy Mattie Ross enlists the help of crusty lawman Rooster Cogburn to track down the hired hand who murdered her father.,Classic Movies
+s7244,Movie,True Memoirs of an International Assassin,Jeff Wadlow,"Kevin James, Andy Garcia, Zulay Henao, Maurice Compte, Kelen Coleman, Andrew Howard, Rob Riggle, Leonard Earl Howze, Yul Vazquez, Kim Coates, Daniel Zacapa, Ron Rifkin, Jeff Chase",United States,"November 11, 2016",2016,98,"After his publisher markets his crime novel as a memoir, a novice author finds himself forcibly recruited into a deadly political plot in Venezuela.",Action
+s7245,Movie,True to the Game,Preston A. Whitmore II,"Columbus Short, Erica Peeples, Vivica A. Fox, Andra Fuller, Jamaar Simon, Starletta DuPois, Nelsan Ellis, Draya Michele, Nafessa Williams, Jennifer Freeman, Lisa Renee Pitts",United States,"March 1, 2018",2017,108,"When a drug kingpin looking to go legit falls for a Philadelphia college student, it doesn't take long for his dangerous world to bleed into her life.",Dramas
+s7247,Movie,True: Friendship Day,"Mark Thornton, Todd Kauffman","Michela Luci, Jamie Watson, Eric Peterson, Anna Claire Bartlam, Nicolas Aqui, Cory Doran, Julie Lemieux, Derek McGrath",Canada,"September 1, 2020",2020,24,"When a giant Grippity-Grab snags Grizelda’s friendship bracelet and turns her into a mermaid, True heads under the sea with magic wishes to save the day.",Children
+s7256,Movie,True: Wuzzle Wegg Day,"Todd Kauffman, Mark Thornton","Michela Luci, Jamie Watson, Eric Peterson, Anna Claire Bartlam, Nicolas Aqui, Cory Doran, Julie Lemieux",Canada,"March 27, 2020",2020,24,"Spring has sprung in Rainbow City, and Wuzzle Wegg Day is right around the corner! But Bartleby's convinced that a Wegg-stealing monster is on the loose.",Children
+s7257,Movie,Trumbo,Jay Roach,"Bryan Cranston, Diane Lane, Elle Fanning, John Goodman, Helen Mirren, Louis C.K., Alan Tudyk, Michael Stuhlbarg, Adewale Akinnuoye-Agbaje, Dean O'Gorman",United States,"May 19, 2020",2015,124,"When he is blacklisted by Hollywood for his leftist political views, screenwriter Dalton Trumbo struggles to find work in secret as a ghost writer.",Dramas
+s7259,Movie,Truth or Dare,Nick Simon,"Cassandra Scerbo, Brytni Sarpy, Mason Dye, Harvey Guillen, Luke Baines, Ricardo Hoyos, Alexxis Lemire, Christina Masterson, Heather Langenkamp",United States,"October 3, 2018",2017,88,"A game of ""Truth or Dare"" among college friends on spring break turns deadly when a demon seems determined to use it to kill them all.",Horror Movies
+s7260,Movie,Tu Hai Mera Sunday,Milind Dhaimade,"Barun Sobti, Shahana Goswami, Vishal Malhotra, Avinash Tiwary, Rasika Dugal, Maanvi Gagroo, Nakul Bhalla, Jay Upadhyay",India,"March 1, 2018",2016,125,"When their Sunday soccer game on the beach is canceled, five friends set out to find another place to play in the noisy, crowded city of Mumbai.",Comedies
+s7262,Movie,Tucker and Dale vs. Evil,Eli Craig,"Tyler Labine, Alan Tudyk, Katrina Bowden, Jesse Moss, Philip Granger, Brandon Jay McLaren, Christie Laing, Chelan Simmons, Travis Nelson, Alex Arsenault",Canada,"March 29, 2019",2010,89,"Expecting to relax at their ""vacation"" cabin, two backwoods boys see their trip turn into a nightmare when they're accused of being psychotic killers.",Comedies
+s7263,Movie,Tukaram,Chandrakant Kulkarni,"Jitendra Joshi, Prateeksha Lonkar, Sharad Ponkshe, Radhika Apte, Veena Jamkar, Yatin Karyekar, Smita Tambe, Vrishasen Dabholkar",India,"February 15, 2018",2012,162,A child whose innocence and devotion set him apart from the other children of his village grows up to be one of the foremost saints of India.,Dramas
+s7264,Movie,Tum Milo Toh Sahi,Kabir Sadanand,"Nana Patekar, Dimple Kapadia, Sunil Shetty, Vidya Malvade, Rehan Khan, Anjana Sukhani, Mohnish Bahl, Vrajesh Hirjee",India,"July 1, 2018",2010,128,An astute but old-fashioned law clerk steps up to help the owner of a cafe in a legal battle that has both business and personal ramifications.,Comedies
+s7266,Movie,TUNA GIRL,Mana Yasuda,"Fuka Koshiba, Tom Fujita, Hidetoshi Hoshida, Hiroto Kanai, Ryosuke Yusa, Shuri Tanaka, Chal Inoue, Takashi Taniguchi, Takeshi Masu",Japan,"September 28, 2019",2019,90,A clumsy but cheerful fisheries student struggles to find her place at a research institute renowned for its tuna cultivation. The work isn't easy.,Dramas
+s7268,Movie,Tune in for Love,Jung Ji-woo,"Kim Go-eun, Jung Hae-in, Park Hae-joon, Kim Guk-hee, Jung Eugene, Choi Jun-young, Yoo Yeol, Nam Mun-cheol",South Korea,"November 5, 2019",2019,123,"A student and a reticent teen first meet at a bakery in the 1990s and try to find each other through the years, as fate keeps pulling them apart.",Dramas
+s7269,Movie,Tunisian Victory,"Frank Capra, John Huston, Hugh Stewart, Roy Boulting, Anthony Veiller",Burgess Meredith,United States,"March 31, 2017",1944,76,"British and American troops join forces to liberate a Nazi stranglehold in North Africa, sharing battles, hard work and a peaceful Christmas dinner.",Classic Movies
+s7271,Movie,Turbo,David Soren,"Ben Schwartz, Bill Hader, Luis Guzmán, Snoop Dogg, Paul Giamatti, Ryan Reynolds, Maya Rudolph, Ken Jeong, Samuel L. Jackson, Michael Peña, Michelle Rodriguez, Richard Jenkins, Kurtwood Smith, Luis Guzman",United States,"September 12, 2019",2013,96,A speed-obsessed snail who dreams of being the world's greatest race car driver gets his chance when an accident imbues him with high-octane speed.,Children
+s7273,Movie,Turkish Dance School,Burak Aksak,"Binnur Kaya, Demet Özdemir, Uraz Kaygılaroğlu, Okan Çabalar, Bora Cengiz, Nergis Öztürk, Berat Yenilmez, Meltem Gülenç, Hakan Salınmış",Turkey,"October 2, 2020",2017,107,A woman recovering from an attempted suicide meets an aspiring doctor who takes a keen interest in her efforts to move forward in life through dance.,Comedies
+s7276,Movie,Tusk,Kevin Smith,"Michael Parks, Justin Long, Haley Joel Osment, Genesis Rodriguez, Johnny Depp, Harley Morenstein, Ralph Garman, Jennifer Schwalbach",United States,"July 24, 2018",2014,102,"When a wise-guy podcaster interviews a disabled seafarer, he decides to embark on a transformational quest to track down a dangerous walrus-monster.",Horror Movies
+s7278,Movie,Twice,Hidetaka Inazuka,Stuart Varnam-Atkin,Japan,"December 31, 2017",2010,53,"This documentary reenacts the experiences of late activist Tsutomu Yamaguchi, a survivor of both atomic bombings on Japan in 1945.",Documentaries
+s7280,Movie,Twin Murders: the Silence of the White City,Daniel Calparsoro,"Belén Rueda, Javier Rey, Aura Garrido, Manolo Solo, Alex Brendemühl, Ramón Barea, Sergio Dorado, Allende Blanco, Rubén Ochandiano",Spain,"March 6, 2020",2020,110,A detective returns to Vitoria-Gasteiz to solve murders mimicking those allegedly committed by a serial killer who's about to be released from prison.,International Movies
+s7282,Movie,Twins Mission,To-hoi Kong,"Sammo Kam-Bo Hung, Gillian Chung, Charlene Choi, Wu Jing, Yuen Wah, Jess Zhang, Steven Cheung, Lier Qiu, Shek Sau, Sam Lee, Andy Liang",Hong Kong,"July 21, 2019",2007,102,"To retrieve a healing bead stolen from its guardian monks, a pair of bickering twin sisters face off against an entire gang of rival twins.",Action
+s7283,Movie,Twinsanity,Buz Wallick,"Karissa Strain, Katie Strain, Yves Bright, Angie Everhart, Thaddeus Shafer, Mary O'Neil",United States,"March 15, 2019",2018,86,"When a yoga enthusiast begins to pull away from her identical twin sister and business partner, their lifelong bond turns deadly.",Horror Movies
+s7288,Movie,Two Graves,Gary Young,"Cathy Tyson, Katie Jarvis, David Hayman, Josh Herdman, Dave Johns, Danielle Harold, Kedar Williams-Stirling, Neal Ward",United Kingdom,"May 1, 2019",2018,80,"A doctor and a drug addict kidnap the son of a local gangster, seeking revenge for the death of a loved one.",Thrillers
+s7289,Movie,Two Lovers and a Bear,Kim Nguyen,"Dane DeHaan, Tatiana Maslany, Gordon Pinsent, John Ralston",Canada,"May 2, 2017",2016,95,A troubled couple living near the North Pole begins a perilous journey south in an attempt to find peace and vanquish ghosts from the past.,Dramas
+s7294,Movie,Tyson,James Toback,"Mike Tyson, Trevor Berbick",United States,"March 1, 2019",2008,90,"In this surprisingly emotional documentary, heavyweight champ Mike Tyson analyzes the controversies surrounding his career and turbulent private life.",Documentaries
+s7295,Movie,U Turn,Pawan Kumar,"Roger Narayan, Shraddha Srinath, Dileep Raj, Krishna Hebbale, Ram Manjjonaath, Chethan Dsouza",India,"November 7, 2019",2016,121,A reporter must hunt for the truth behind a strange murder after she crosses paths with a young cop and becomes the investigation's prime suspect.,International Movies
+s7296,Movie,U-Turn,Derick Cabrido,"Kim Chiu, JM de Guzman, Tony Labrusca, Martin del Rosario, Kate Alejandrino, Miel Espinoza, Janella Salvador, Cris Villanueva, Almira Muhlach, Cris Villonco, Mercedes Cabral, Jerry O'Hara, Simon Ibarra, Alex Medina, Markus Paterson",Philippines,"December 1, 2020",2020,99,A young reporter's investigation into a string of grisly suicides takes a dangerous detour when she follows the clues to a cursed stretch of road.,Horror Movies
+s7297,Movie,Udaan,Vikramaditya Motwane,"Rajat Barmecha, Ronit Roy, Ram Kapoor, Aayan Boradia, Manjot Singh, Anand Tiwari, Raja Hudda, Shaunak Sengupta, Varun Khettry, Akshay Sachdev",India,"October 1, 2018",2010,137,"Upon returning to his industrial hometown, a young man must decide whether to follow his own dreams or acquiesce to his father's plans for his future.",Dramas
+s7298,Movie,Udta Punjab,Abhishek Chaubey,"Shahid Kapoor, Kareena Kapoor, Alia Bhatt, Diljit Dosanjh, Satish Kaushik, Suhail Nayyar, Prabhjyot Singh, Harpreet Singh, Manav Vij, Taran Bajaj",India,"January 1, 2017",2016,146,"Drug abuse and the darker side of Punjab rear their heads in the intense, interwoven tales of a cop, a doctor, a migrant worker and a rock star.",Dramas
+s7299,Movie,Ugly,Anurag Kashyap,"Rahul Bhat, Ronit Roy, Tejaswini Kolhapure, Vineet Kumar Singh, Surveen Chawla, Siddhant Kapoor, Girish Kulkarni, Abir Goswami, Madhavi Singh, Anshikaa Shrivastava, Murari Kumar, Sandesh Jadhav",India,"March 1, 2017",2013,125,"When a 10-year-old goes missing while her father, an actor, is out on an audition, the girl's stepfather – Mumbai's police chief – leads the search.",Dramas
+s7300,Movie,Ugly Aur Pagli,Sachin Kamlakar Khot,"Mallika Sherawat, Ranvir Shorey, Tinnu Anand, Sushmita Mukherjee, Manish Anand, Vihang Nayak, Bharati Achrekar, Zeenat Aman",India,"February 15, 2019",2008,115,"Everyday guy Kabir is thrown for a loop when he meets Kuhu, a freewheeling party girl. Now, he's a changed man, dancing, running half-naked through the streets and donning ladies' shoes at her whim.",Comedies
+s7303,Movie,Ujala,Naresh Saigal,"Mala Sinha, Shammi Kapoor, Raaj Kumar, Leela Chitnis, Dhumal, Kumkum",India,"October 15, 2017",1959,143,"An honest man dreams of a better life for his family, but a childhood friend leads him into a world of crime that keeps happiness just out of reach.",Dramas
+s7308,Movie,Ultras,Francesco Lettieri,"Aniello Arena, Antonia Truppo, Ciro Nacca, Simone Borelli, Daniele Vicorito, Salvatore Pelliccia",Italy,"March 20, 2020",2020,109,An aging soccer fanatic faces down the reality of his past while struggling to give himself and a young follower very different futures.,Dramas
+s7310,Movie,Uma Maheswara Ugra Roopasya,Venkatesh Maha,"Satya Dev, VK Naresh, Raghavan, Suhas P, Ravindra Vijay, Chandana Koppisetti, Roopa Koduvayur, Kushalini Pulapa",India,"July 30, 2020",2020,137,"Defeated and humiliated in a fight while trying to defuse a conflict among his fellow villagers, a photographer vows revenge on his attacker.",Comedies
+s7311,Movie,Umrika,Prashant Nair,"Suraj Sharma, Tony Revolori, Smita Tambe, Adil Hussain, Rajesh Tailang, Prateik Babbar, Pramod Pathak, Amit Sial, Sauraseni Maitra",India,"October 1, 2016",2015,96,"An ambitious man leaves his small Indian village for America. But when his letters to home stop coming, his brother sets out on his own adventure.",Dramas
+s7312,Movie,Un plus une,Claude Lelouch,"Jean Dujardin, Elsa Zylberstein, Christopher Lambert, Alice Pol, Rahul Vohra, Shriya Pilgaonkar, Abhishek Krishnan, Venantino Venantini, Amma, Kalki Koechlin",France,"August 1, 2017",2015,114,"A womanizing musician travels to India, where he composes a Bollywood film score and unexpectedly falls for the wife of the French ambassador.",Comedies
+s7313,Movie,Una,Benedict Andrews,"Rooney Mara, Ben Mendelsohn, Riz Ahmed, Ruby Stokes, Natasha Little, Tara Fitzgerald, Tobias Menzies",United Kingdom,"April 1, 2018",2016,94,"A young woman tracks down the older man who preyed on her as a child, forcing them both to confront the damage done by what happened 15 years earlier.",Dramas
+s7314,TV Show,Unabomber - In His Own Words,Mick Grogan,Ted Kaczynski,Canada,"February 22, 2020",2018,1,"The CIA attempts to turn Ted Kaczynski, aka the Unabomber, into a super agent — a plan that backfires. Based on real events.",Crime TV
+s7315,Movie,Unaccompanied Minors,Paul Feig,"Lewis Black, Wilmer Valderrama, Tyler James Williams, Gia Mantegna, Dyllan Christopher, Brett Kelly, Quinn Shephard, Paget Brewster, Rob Corddry, Dominique Saldaña",United States,"October 1, 2019",2006,90,"Five disparate kids, snowed in at the airport on Christmas Eve, try to get back to their families and outsmart a disgruntled airport official.",Children
+s7320,Movie,Unbreakable Kimmy Schmidt: Kimmy vs. the Reverend,Claire Scanlon,"Ellie Kemper, Jane Krakowski, Tituss Burgess, Carol Kane, Jon Hamm, Daniel Radcliffe, Lauren Adams, Sara Chase, Sol Miranda, Amy Sedaris, Mike Carlsen, Dylan Gelula, Chris Parnell, Heidi Gardner, Jack McBrayer, Zak Orth, Fred Armisen, Johnny Knoxville",United States,"May 12, 2020",2020,190,"It's an interactive Kimmy special! Kimmy's getting married, but first she has to foil the Reverend's evil plot. It's your move: What should she do next?",Comedies
+s7321,Movie,Unbridled,Jota Linares,"Natalia de Molina, Daniel Grao, Natalia Mateo, Ignacio Mateos, Borja Luna, Mario Tardón, Mariana Cordero",Spain,"August 30, 2019",2018,100,"Desperate to keep her husband’s secret, a devoted politician’s wife struggles to stave off threats that could ruin their promising new life.",International Movies
+s7323,Movie,Uncertain Glory,Agustí Villaronga,"Marcel Borràs, Bruna Cusí, Nuria Prims, Oriol Pla, Luisa Gavasa, Terele Pávez, Fernando Esteso, Juan Diego, Roger Casamajor, Jorge Usón",Spain,"July 17, 2017",2017,116,"When Lluís, a disinterested Spanish soldier, meets Carlana, he falls quickly in love, but soon discovers that Carlana's true passion is power.",Dramas
+s7325,Movie,Unchained: The Untold Story of Freestyle Motocross,"Paul Taublieb, Jon Freeman",Josh Brolin,United States,"October 1, 2016",2016,92,"This adrenaline-rush documentary traces the rise of freestyle motocross, arguably the world's most extreme sport, and spotlights its pioneers.",Documentaries
+s7326,Movie,Uncle Naji in UAE,Ahmed Zain,"Ibrahim Almeirasi, Ahmed Saif, Alia Almannai, Mohamed Morshed, Mohamed Alkendi, Tariq Almuhairi",United Arab,"September 1, 2019",2019,95,"Two young Yemeni business partners decide to go on vacation in the UAE with a few local friends, but their fun trip soon turns terrifying.",Comedies
+s7327,Movie,Uncorked,Prentice Penny,"Mamoudou Athie, Courtney B. Vance, Niecy Nash, Sasha Compère, Bernard D. Jones, Gil Ozeri, Matt McGorry, Meera Rohit Kumbhani",United States,"March 27, 2020",2020,104,A young man feels torn between his dream of becoming a master sommelier and his father’s expectations that he’ll take over the family barbecue business.,Dramas
+s7328,Movie,Uncovered,Zuko Nodada,"Nqobile Khumalo, Robert Hobbs, S'Thandiwe Kgoroge, Dumisani Mbebe, Thandeka Nodada, Fezile Makhanya",South Africa,"March 3, 2020",2019,98,"To solve her sister's murder, a corporate protégé assumes her sibling's investigation into a mining conspiracy that could implicate her own boss.",Dramas
+s7329,Movie,Uncut Gems,"Josh Safdie, Benny Safdie","Adam Sandler, LaKeith Stanfield, Kevin Garnett, Julia Fox, Idina Menzel, Eric Bogosian, Judd Hirsch, Abel Tesfaye",United States,"May 25, 2020",2019,135,"With his debts mounting and angry collectors closing in, a fast-talking New York City jeweler risks everything in hopes of staying afloat and alive.",Dramas
+s7330,Movie,Undefeated,"Daniel Lindsay, T.J. Martin","Montrail 'Money' Brown, O.C. Brown, Bill Courtney, Chavis Daniels",United States,"August 18, 2017",2011,113,An inspirational profile of an inner-city high school football team's valiant effort to reach the school's first-ever playoff game.,Documentaries
+s7331,Movie,Under an Arctic Sky,Chris Burkard,"Chris Burkard, Sam Hammer, Heidar Logi, Elli Thor Magnusson, Ingo Olsen, Timmy Reyes, Justin Quintal, Steve Hawk, Sigurdur Jonsson, Mark Renneker",United States,"December 15, 2017",2017,40,"Six fearless surfers travel to the north coast of Iceland to ride waves unlike anything they've ever experienced, captured with high-tech cameras.",Action
+s7334,Movie,Under the Bombs,Philippe Aractingi,"Nada Abou Farhat, Georges Khabbaz, Bshara Atallah, Rawia Elchab, Elham Abbas, Iman Affara, Zahra Ali, Ali Maerouf Amer, Ali Azour, Najat Darwish",France,"October 19, 2020",2007,94,A mother arrives in war-torn Lebanon looking for her missing son in the South as a cab driver agrees to escort her on her dangerous trip.,Dramas
+s7335,Movie,Under the Eiffel Tower,Archie Borders,"Matt Walsh, Judith Godreche, Reid Scott, Michaela Watkins, David Wain, Gary Cole",United States,"September 23, 2019",2018,87,An American man in the midst of a mid-life crisis travels to the French countryside to find a new lease on life.,Comedies
+s7336,Movie,Under the Riccione Sun,Younuts!,"Cristiano Caccamo, Lorenzo Zurzolo, Ludovica Martino, Davide Calgaro, Matteo Oscar Giuggioli, Saul Nanni, Fotinì Peluso, Claudia Tranchese, Isabella Ferrari, Luca Ward, Andrea Roncato, Giulia Schiavo, Maria Luisa De Crescenzo, Sergio Ruggeri, Rosanna Sapia, Tommaso Paradiso",Italy,"July 1, 2020",2020,102,"While vacationing on the beaches of Riccione, a group of teens become friends and help each other manage romantic relationships and summer crushes.",Comedies
+s7337,Movie,Under the Shadow,Babak Anvari,"Narges Rashidi, Avin Manshadi, Bobby Naderi, Ray Haratian, Arash Marandi, Hamidreza Djavdan, Soussan Farrokhnia, Bijan Daneshmand, Sajjad Delafrooz, Behi Djanati Atai",United Kingdom,"January 7, 2017",2016,84,"During the Iran-Iraq conflict, a Tehran woman caring for her daughter while her husband is at war is gradually convinced evil spirits are at work.",Horror Movies
+s7338,Movie,Under The Skin,Jonathan Glazer,"Scarlett Johansson, Krystof Hádek, Jeremy McWilliams, Joe Szula, Lynsey Taylor Mackay, Dougie McConnell, Kevin McAlinden, Andrew Gorman, Roy Armstrong, Alison Chand, Paul Brannigan",Switzerland,"July 15, 2018",2013,108,"A seductive alien prowls the streets in search of prey: unsuspecting men who fall under her spell, only to be consumed by a strange liquid pool.",Dramas
+s7340,Movie,Undercover Brother 2,Leslie Small,"Michael Jai White, Vince Swann, Barry Bostwick, Laila Odom, Gary Owen, Affion Crockett, Steven Lee Johnson, Lindsay Lamb, Zac Zedalis, Cj Sykes",United States,"November 5, 2019",2019,85,"When a beloved secret agent falls deep into a coma, his bumbling brother must defend their community from a divisive political threat.",Comedies
+s7341,Movie,Undercover Grandpa,Erik Canuel,"James Caan, Jessica Walter, Louis Gossett Jr., Dylan Everett, Paul Sorvino, Kenneth Welsh, Lawrence Dane, Paul Braunstein, Greta Onieogou",Canada,"November 1, 2017",2016,94,"Jake's date with his dream girl takes a turn when she disappears, and Jake's grandpa – a former intelligence officer – sets out to find her.",Action
+s7344,Movie,Underdogs,Juan José Campanella,"Ariana Grande, Nicholas Hoult, Matthew Morrison, Eugenio Derbez, Taran Killam, Bobby Moynihan, Bella Thorne, Jay Pharoah, Dan Patrick, Shawn Mendes, Brooklyn Beckham, Chazz Palminteri, John Leguizamo, Mel Brooks, Rupert Grint, Rob Brydon, Anthony Head, Ralf Little, Eve Ponsonby, Peter Serafinowicz, Alex Norton, Alistair McGowan, Ezequiel Cipols",Argentina,"June 15, 2020",2013,85,"When his archenemy returns to settle a score, a foosball ace and his magically incarnated team must save the town and woo back his girl.",Children
+s7345,Movie,Unexpectedly Yours,Cathy Garcia-Molina,"Sharon Cuneta, Robin Padilla, Julia Barretto, Joshua Garcia, John Estrada, Pilar Pilapil, Marissa Delgado, Maritoni Fernandez",Philippines,"November 26, 2020",2017,121,"A pair of former batchmates cross paths 30 years later when they wind up as new neighbors, and their reconnection soon blossoms into something more.",Comedies
+s7346,Movie,Unfinished Song,Paul Andrew Williams,"Terence Stamp, Gemma Arterton, Christopher Eccleston, Vanessa Redgrave, Anne Reid, Elizabeth Counsell, Ram John Holder, Bill Thomas, Orla Hill",United Kingdom,"July 22, 2019",2012,94,"With his wife terminally ill, Arthur's future seems grim. But he learns to find joy in life again when he joins an unconventional church choir.",Comedies
+s7347,Movie,Unfriended,Levan Gabriadze,"Shelley Hennig, Moses Storm, Renee Olstead, Will Peltz, Jacob Wysocki, Courtney Halverson, Heather Sossaman, Matthew Bohrer, Mickey River, Cal Barnes",United States,"October 16, 2020",2014,83,Six teens whose cyberbullying drove their classmate to kill herself become the target of an online stalker with a lethal agenda.,Horror Movies
+s7348,Movie,Ungli,Renzil D'Silva,"Emraan Hashmi, Randeep Hooda, Kangana Ranaut, Sanjay Dutt, Neha Dhupia, Angad Bedi, Neil Bhoopalam, Shraddha Kapoor",India,"April 1, 2020",2014,114,"An undercover cop finds himself in a strange position after infiltrating a ""gang"" that pulls wildly popular pranks on corrupt officials in Mumbai.",Comedies
+s7349,Movie,Unicorn Store,Brie Larson,"Brie Larson, Samuel L. Jackson, Joan Cusack, Bradley Whitford, Mamoudou Athie, Hamish Linklater, Martha MacIsaac, Karan Soni, Annaleigh Ashford",United States,"April 5, 2019",2019,92,"After failing out of art school and taking a humdrum office job, a whimsical painter gets a chance to fulfill her lifelong dream of adopting a unicorn.",Comedies
+s7350,Movie,Union Leader,Sanjay Patel,"Rahul Bhat, Tillotama Shome, Haresh Dagiya, Jayesh More, Tirth Sharma, Vivek Ghamande, Jay Vithlani, Mehul Buch",Canada,"December 31, 2019",2017,105,Toxic conditions and a corrupt union leader prompt a chemical plant worker and earnest family man to fight for justice for his fellow laborers.,Dramas
+s7352,Movie,Unknown,Jaume Collet-Serra,"Liam Neeson, Diane Kruger, January Jones, Aidan Quinn, Bruno Ganz, Frank Langella, Sebastian Koch, Olivier Schneider, Stipe Erceg, Rainer Bock",United Kingdom,"January 1, 2021",2011,113,"Liam Neeson stars as a man who regains consciousness after a car accident, only to discover that another man is impersonating him.",Action
+s7353,Movie,Unknown Origins,David Galán Galindo,"Javier Rey, Verónica Echegui, Brays Efe, Antonio Resines, Álex García, Carlos Areces, Ernesto Alterio, Leonardo Sbaraglia",Spain,"August 28, 2020",2020,97,A very chiseled but somber detective must find a serial killer who leaves clues that only his mentor's nerdy comics-loving son can decipher.,International Movies
+s7358,Movie,Unrest,Jennifer Brea,"Jennifer Brea, Omar Wasow, Jessica Taylor-Bearman",United Kingdom,"January 15, 2018",2017,97,"In this heart-wrenching documentary, a 28-year-old Ph.D. student turns the camera on herself to capture her struggles with chronic fatigue syndrome.",Documentaries
+s7360,Movie,Unruly Friends,Sherif Mandour,"Kinda Allouch, Ahmed Salah Al-Saadany, Dina Fouad, Amr Youssef, Ahmed Safwat, Madlyn Tabar, Yasser Ali Maher, Nadia Fahmi, Menha Zaytoon, Tamim Abdou, Mostafa Abd Elsalam",Egypt,"June 20, 2019",2011,83,A young woman discovers that familial and psychological traumas can be difficult to leave behind.,International Movies
+s7363,Movie,Unspeakable Acts,Linda Otto,"Jill Clayburgh, Brad Davis, Sam Behrens",United States,"October 1, 2011",1990,95,Laurie and Joseph are doctors who interview sexually abused children. With a lot of energy they track down a pedophile who has abused many toddlers.,Dramas
+s7367,Movie,Up Among  The Stars,Zoe Berriatúa,"Luis Callejo, Jorge Andreu, Macarena Gómez, Magüi Mira, Álvaro Roig, María Morales, José Luis García Pérez, Kiti Mánver, Ingrid García Jonsson, Liz Lobato",Spain,"January 29, 2019",2018,86,"A grieving filmmaker struggling to keep custody of his young son after his wife's death uses magical, imaginary stories to maintain their bond.",Dramas
+s7368,Movie,Up in the Air,Jason Reitman,"George Clooney, Vera Farmiga, Anna Kendrick, Jason Bateman, Amy Morton, Melanie Lynskey, J.K. Simmons, Sam Elliott, Danny McBride, Zach Galifianakis, Chris Lowell",United States,"January 1, 2020",2009,110,"Ryan Bingham flies around the country firing employees on behalf of companies, but he faces losing the job he savors to recent college grad Natalie.",Comedies
+s7369,Movie,Up North,Tope Oshin,"Banky Wellington, Rahama Sadau, Kanayo O. Kanayo, Ibrahim Suleiman, Michelle Dede, Adesua Etomi, Hilda Dokubo, Akin Lewis",Nigeria,"October 18, 2019",2018,99,A pampered heir must complete a year of service work to inherit his dad's assets but unearths new goals when he's placed in an unfamiliar region.,Dramas
+s7371,Movie,Uppity: The Willy T. Ribbs Story,"Nate Adams, Adam Carolla",Willy T. Ribbs,United States,"February 5, 2020",2020,106,"This documentary profiles a defiant driver who challenged racial barriers in American auto racing, becoming the first black man to race in the Indy 500.",Documentaries
+s7372,Movie,Upstarts,Udai Singh Pawar,"Priyanshu Painyuli, Chandrachoor Rai, Shadab Kamal, Rajeev Siddhartha, Sheetal Thakur, Ninad Kamat, Swati Semwal, Eijaz Khan",India,"October 18, 2019",2019,112,"Hoping to do good while making millions, three college graduates create a startup. But as business begins to flourish, their own bond starts to fray.",Comedies
+s7373,Movie,Uriyadi 2,Vijay Kumar,"Vijay Kumar, Vismaya, Shankar Thas, Abbas, Sudhakar, Durai Ramesh",India,"August 2, 2019",2019,116,"When a chemical plant's poor conditions cause tragedies, an employee leads a protest against the company’s callous owner and local politicians.",Dramas
+s7374,Movie,Urvi,Pradeep Verma,"Sruthi Hariharan, Shraddha Srinath, Shweta Pandit, Achyuth Kumar, Madhukar Niyogi, Prabhu Mundkur, Bhavani Prakash, Ananya Bhat",India,"January 15, 2018",2017,121,"After getting tricked into working at a brothel, a medical student joins forces with two of her co-workers to fight their unscrupulous exploiters.",Dramas
+s7375,Movie,Urzila Carlson: Overqualified Loser,Hayden Guppy,Urzila Carlson,Australia,"July 14, 2020",2020,62,"Stand-up comedian Urzila Carlson keeps the crowd roaring with her thoughts on recasting ""The Biggest Loser,"" sex tape regrets and boxed wine hangovers.",Stand-Up
+s7376,Movie,Us and Them,Rene Liu,"Jing Boran, Zhou Dongyu, Zhuangzhuang Tian, Qu Zheming, Zhang Zixian",China,"June 22, 2018",2018,119,"Two strangers meet on a train and form a bond that evolves over the years. After a separation, they reconnect and reflect on their love for each other.",Dramas
+s7377,Movie,Used Goods,Mohamed Hamdy,"Mohamed Ragab, Ayten Amer, Hassan Abdulfattah",Egypt,"September 1, 2019",2018,95,"To evade greedy pharmaceutical crooks, a medical scientist disguises himself as a struggling salesman to protect his groundbreaking cancer research.",Action
+s7378,Movie,USS Indianapolis: Men of Courage,Mario Van Peebles,"Nicolas Cage, Tom Sizemore, Thomas Jane, Matt Lanter, James Remar, Brian Presley, Johnny Wactor, Adam Scott Miller, Cody Walker, Callard Harris",United States,"September 25, 2019",2016,130,"After becoming stranded in the Philippine Sea during World War II, a tenacious Navy crew faces a dire lack of supplies and a string of shark attacks.",Action
+s7379,Movie,Uyare,Manu Ashokan,"Parvathy, Asif Ali, Tovino Thomas, Siddique, Pratap Pothan, Samyuktha Menon, Anarkali Marikar, Prem Prakash",India,"August 14, 2019",2019,119,An aspiring pilot fights for her future – and justice – after surviving an acid attack from her abusive boyfriend.,Dramas
+s7380,Movie,V for Vendetta,James McTeigue,"Natalie Portman, Hugo Weaving, Stephen Rea, Stephen Fry, John Hurt, Tim Pigott-Smith, Rupert Graves, Roger Allam, Ben Miles, Sinéad Cusack, Natasha Wightman",United States,"October 1, 2018",2005,132,"A masked freedom fighter known as ""V"" takes up arms against a totalitarian government and finds an unlikely ally in a young woman.",Action
+s7386,TV Show,Valeria,Inma Torrente,"Diana Gómez, Silma López, Paula Malia, Teresa Riott, Maxi Iglesias, Ibrahim Al Shami",Spain,"May 8, 2020",2020,1,"A writer in creative and marital crises finds support from three friends, who are also discovering themselves. Based on the novels by Elísabet Benavent.",International TV
+s7390,Movie,Vampires vs. the Bronx,Oz Rodriguez,"Jaden Michael, Gerald W. Jones III, Gregory Diaz IV, Sarah Gadon, Method Man, Shea Whigham, Coco Jones, The Kid Mero, Chris Redd, Vladimir Caamaño, Jeremie Harris, Adam David Thompson, Zoe Saldana",United States,"October 2, 2020",2020,86,Three gutsy kids from a rapidly gentrifying Bronx neighborhood stumble upon a sinister plot to suck all the life from their beloved community.,Comedies
+s7392,Movie,Vanjagar Ulagam,Manoj Beedha,"Guru Somasundaram, Cibi Bhuvana Chandran, Vishagan Vanangamudi, Anisha Ambrose, Chandini Tamilarasan, Azhagamperumal, John Vijay, Vasu Vikram, Hareesh Peradi, Jayaprakash Radhakrishnan",India,"December 15, 2018",2018,145,Shyam wakes to discover he's suspected in a murder that one journalist believes may have ties to a mysterious gangster.,Dramas
+s7393,Movie,Vantage Point,Pete Travis,"Dennis Quaid, Matthew Fox, Forest Whitaker, Bruce McGill, Edgar Ramírez, Saïd Taghmaoui, Ayelet Zurer, Zoe Saldana, Sigourney Weaver, William Hurt",United States,"November 1, 2019",2008,90,"Moments after he arrives in Spain for an antiterrorism summit, U.S. President Ashton is shot.",Action
+s7394,Movie,Varane Avashyamund,Anoop Sathyan,"Shobana, Suresh Gopi, Dulquer Salmaan, Kalyani Priyadarshan, K.P.A.C. Lalitha, Sarvajith Santosh Sivan, Urvashi, Johny Antony, Lalu Alex, Lal Jose",India,"April 20, 2020",2020,144,"At an apartment complex, the lives of a mother, a daughter seeking an arranged marriage, a military retiree and a young man become intertwined.",Comedies
+s7395,Movie,Vaya,Akin Omotoso,"Mncedisi Shabangu, Sihle Xaba, Sibusiso Msimang, Zimkhitha Nyoka, Warren Masemola, Nomonde Mbusi, Azwile Chamane, Harriet Lenabe",South Africa,"November 1, 2018",2016,106,"Three youths from rural South Africa set out for Johannesburg, where they're thrust into the seedy underbelly of the city and must fight to survive.",Dramas
+s7396,Movie,Veerappan,Ram Gopal Varma,"Sandeep Bharadwaj, Sachiin Joshi, Lisa Ray, Usha Jadhav, Nissar Khan, Krishna Shrikanth Iyengar",India,"October 15, 2017",2016,117,A police official assembles an elaborate network of spies and undercover operatives to bring down a ruthless bandit with a private army.,Action
+s7397,Movie,Veerey Ki Wedding,Ashu Trikha,"Pulkit Samrat, Yuvika Chaudhry, Jimmy Shergill, Supriya Karnik, Kriti Kharbanda, Satish Kaushik",India,"December 31, 2019",2018,130,"Quick to throw punches in the name of justice, a young man must find a calmer way to win over the pacifist father of the girl he wishes to marry.",Comedies
+s7401,TV Show,Velvet,Carlos Sedes,"Paula Echevarría, Miguel Ángel Silvestre, Aitana Sánchez-Gijón, Manuela Velasco, Manuela Vellés, Marta Hazas, Javier Rey, Maxi Iglesias, Cecilia Freire, Adrián Lastra, Miriam Giovanelli, Natalia Millán, José Sacristán, Ingrid Rubio, Peter Vives, Llorenç González, Ángela Molina, Pastora Vega",Spain,"March 4, 2020",2016,4,"In 1950s Spain, the heir to a fashion house romances a beautiful seamstress who works for the company, despite the objections of his family.",International TV
+s7402,Movie,Velvet Buzzsaw,Dan Gilroy,"Jake Gyllenhaal, Rene Russo, Zawe Ashton, Toni Collette, John Malkovich, Natalia Dyer, Daveed Diggs, Tom Sturridge",United States,"February 1, 2019",2019,113,"A feared critic, an icy gallery owner and an ambitious assistant snap up a recently deceased artist's stash of paintings – with dire consequences.",Dramas
+s7405,Movie,Verónica,"Carlos Algara, Alejandro Martinez-Beltran","Arcelia Ramírez, Olga Segura, Sofía Garza",Mexico,"October 1, 2017",2017,81,"A reclusive psychologist agrees to treat a patient – whose therapist is missing – at her remote cabin, where the women test each other's boundaries.",Dramas
+s7406,Movie,Veronica,Paco Plaza,"Sandra Escacena, Claudia Placer, Bruna González, Iván Chavero, Ana Torrent, Consuelo Trujillo",Spain,"February 25, 2018",2017,105,"In 1991 Madrid, after holding a séance at school, a teen girl minding her younger siblings at home suspects an evil force has entered their apartment.",Horror Movies
+s7408,Movie,Verses of Love,Hanung Bramantyo,"Fedi Nuril, Rianti Cartwright, Carissa Putri, Melanie Putria, Zaskia Adya Mecca, Surya Saputra, Dennis Adhiswara, Oka Antara",Indonesia,"March 27, 2019",2008,126,"Polygamy, piety and personal principles collide for a charming and congenial young university student struggling in a four-way love triangle.",Dramas
+s7409,Movie,Verses of Love 2,Guntur Soeharjanto,"Fedi Nuril, Tatjana Saphira, Dewi Sandra, Chelsea Islan, Nur Fazura, Pandji Pragiwaksono, Arie Untung, Bront Palarae, Dewi Irawan",Indonesia,"October 18, 2019",2017,127,"Now a lecturer in Edinburgh, Fahri tries to begin a new chapter as the love of his life, Aisha, volunteers in the Gaza Strip. Have they moved on?",Dramas
+s7410,Movie,Very Big Shot,Mir-Jean Bou Chaaya,"Alain Saadeh, Fouad Yammine, Tarek Yaacoub, Alexandra Kahwaji, Wissam Fares, Georges Hayeck, Fadi Abi Samra, Marcel Ghanem",Lebanon,"January 12, 2017",2015,109,"When three brothers struggling to go straight become targets of a criminal underworld, they use the making of a movie as a front to transport drugs.",Comedies
+s7411,Movie,Vettai,N. Linguswamy,"Arya, Madhavan, Sameera Reddy, Amala Paul, Nasser, Ashutosh Rana, Sreejith Ravi, Muthukumar",India,"October 1, 2018",2012,156,"This powerful Tamil action film follows the shared fate of two very different siblings: policeman Thiru and his roguish brother, Guru.",Action
+s7413,Movie,Viceroy's House,Gurinder Chadha,"Hugh Bonneville, Gillian Anderson, Manish Dayal, Huma Qureshi, Michael Gambon, David Hayman, Simon Callow, Denzil Smith, Neeraj Kabi, Tanveer Ghani, Om Puri, Lily Travers",United Kingdom,"December 12, 2017",2017,106,"As viceroy Lord Mountbatten arrives in Delhi to oversee a transfer of power from Britain to India in 1947, war looms between religious factions.",Dramas
+s7415,Movie,Victim of Beauty,Roger Young,"William Devane, Jeri Ryan, Michele Abrams, Nick Searcy, Linda Pierce, J. Don Ferguson, Butch Slade, Joyce Bowden-Kirby",United States,"October 1, 2011",1991,93,A beauty pageant winner is stalked by a serial killer who kidnaps her sister and torments her family in this thriller based on a shocking true story.,Dramas
+s7416,Movie,Victor,Brandon Dickerson,"Patrick Davis, Lisa Vidal, Josh Pence, José Zúñiga, Haley Ramm, Matt Angel, J. Michael Trautmann, Lobo Sebastian",United States,"July 24, 2017",2015,110,"In 1962 Brooklyn, a Puerto Rican teen who joins a gang is seduced by violence and heroin. But can his mother's love and faith in God save him?",Dramas
+s7419,Movie,Viking Destiny,David L.G. Hughes,"Anna Demetriou, Timo Nieminen, Will Mellor, Andrew Whipp, Paul Freeman, Terence Stamp, Ian Beattie, Victoria Broom, Taylor Frost, Martyn Ford",United Kingdom,"February 2, 2019",2018,91,"Framed for her father’s murder, an exiled Viking princess is guided by the god Odin as she prepares to return to her kingdom and reclaim the throne.",Action
+s7420,Movie,Vikings Unearthed,Harvey Lilley,Eric Meyers,United States,"March 1, 2017",2016,113,Archaeologist Sarah Parcak follows clues to early Viking explorations and discusses just what these notoriously fierce warriors were really like.,Documentaries
+s7421,Movie,Villain,Philip Barantini,"Craig Fairbrass, George Russo, Robert Glenister, Izuka Hoyle, Mark Monero, Tomi May, Eloise Lovell Anderson, Taz Skylar, Nicholas Aaron",United Kingdom,"September 5, 2020",2020,97,"Fresh out of prison, an ex-con tries to save his debt-ridden brother and the family pub until local mobsters draw him back to a criminal underworld.",Dramas
+s7422,Movie,Vince and Kath and James,Theodore Boborol,"Julia Barretto, Joshua Garcia, Ronnie Alonte, Maris Racal, Ina Raymundo, Shamaine Centenera, Ana Abad-Santos, Jeric Raval, Allan Paule, Manuel Chua",Philippines,"March 21, 2019",2016,115,"Love can be complicated, especially when Vince agrees to secretly woo Kath via text on behalf of James – while falling for her, too.",International Movies
+s7423,Movie,Vincent N Roxxy,Gary Michael Schultz,"Emile Hirsch, Zoë Kravitz, Emory Cohen, Zoey Deutch, Beau Knapp, Jason Mitchell, Scott Mescudi, Jeff Gum, Joey Bicicchi",United States,"September 2, 2017",2016,101,"In rural Louisiana, a terse loner forges a redemptive bond with a woman he saved from a killer, but a violent past soon catches up with both of them.",Dramas
+s7425,Movie,Violet Evergarden: Eternity and the Auto Memory Doll,Haruka Fujita,"Yui Ishikawa, Minako Kotobuki, Aoi Yuki",Japan,"April 2, 2020",2019,91,A lonely young woman feels trapped at her all girls' school. But metal hands and heartfelt letters warm her heart when Violet becomes her tutor.,Anime Features
+s7427,Movie,Vir Das: Abroad Understanding,Marcus Raboy,Vir Das,United States,"April 25, 2017",2017,66,"Comedian Vir Das tackles nationalism, globalism, good food and bad politics in two cleverly crosscut performances in New York and New Delhi.",Stand-Up
+s7428,Movie,Vir Das: For India,"Vir Das, Ajay Bhuyan",Vir Das,India,"January 26, 2020",2020,76,"From the Vedas to Vasco da Gama to vacuous Bollywood plotlines, comedian Vir Das celebrates the history of India with his one-of-a-kind perspective.",Stand-Up
+s7429,Movie,Vir Das: Losing It,Marcus Raboy,Vir Das,United States,"December 11, 2018",2018,68,"The world's got a lot of problems, but Vir Das has a lot of answers as he discusses travel, religion, his childhood and more in this stand-up special.",Stand-Up
+s7430,Movie,Vir Das: Outside In - The Lockdown Special,Vir Das,Vir Das,India,"December 16, 2020",2020,50,Stage banter takes on a different — deeper — meaning as the comedian performs online shows to homebound viewers worldwide from his Mumbai residence.,Stand-Up
+s7433,Movie,Virsa,Pankaj Batra,"Arya Babbar, Kanwaljeet Singh, Gulshan Grover, Mehreen Raheel, Aparna Sharma, Aman Dhaliwal, Noman Ijaz",India,"January 30, 2019",2010,127,A man is disheartened when he visits his well-to-do son and grandkids in Australia and sees they have detached from their traditional Indian morals.,Dramas
+s7436,Movie,Viswasapoorvam Mansoor,P.T. Kunju Muhammad,"Roshan Mathew, Asha Sarath, Prayaga Martin, Zarina Wahab, Renji Panicker, Leona Lishoy, Santhosh Keezhattoor, Sunil Sukhada",India,"July 1, 2018",2017,125,"When a mother and her daughter arrive to stay in his home in Kerala, a young Muslim man becomes torn between love, faith and clashing political views.",Dramas
+s7437,Movie,Vitti Dandu,Ganesh Kadam,"Dilip Prabhavalkar, Ashok Samarth, Yatin Karyekar, Nishant Bhavsar, Mrunal Thakur, Vikas Kadam, Utpal Sawant, Ravindra Mankani, Shubhankar Atre, Charudatta Bhagwat",India,"July 15, 2017",2014,116,"In a remote village in colonial India, an old man and his grandson display strong differences in their attitudes toward the country's British rulers.",Dramas
+s7438,Movie,Vivah,Sooraj R. Barjatya,"Shahid Kapoor, Amrita Rao, Anupam Kher, Alok Nath, Seema Biswas, Samir Soni, Lata Sabharwal, Manoj Joshi, Dinesh Lamba, Amrita Prakash",India,"June 25, 2020",2006,166,"Set up for an arranged marriage, a young couple enjoys an old-fashioned courtship, until an accident days before their wedding tests their nascent love.",Dramas
+s7439,Movie,Vizontele,"Yılmaz Erdoğan, Ömer Faruk Sorak","Yılmaz Erdoğan, Demet Akbağ, Altan Erkekli, Cem Yılmaz, Cezmi Baskın, Bican Günalan, Sebnem Sönmez, İclal Aydın, Mesut Çakarli, Zeynep Tokuş",Turkey,"March 10, 2017",2001,106,"In 1974, a rural town in Anatolia gets its first television set – an event that's met with both excitement and trepidation by the villagers.",Comedies
+s7440,Movie,Vizontele Tuuba,Yılmaz Erdoğan,"Yılmaz Erdoğan, Tarık Akan, Altan Erkekli, Cezmi Baskın, İclal Aydın, Demet Akbağ, Tuba Ünsal, Tolga Çevik",Turkey,"March 10, 2017",2004,106,"With civil war looming, a TV-obsessed Turkish town is bemused when a bureaucrat and his daughter arrive to modernize their library.",Comedies
+s7441,Movie,Vodka Diaries,Kushal Srivastava,"Kay Kay Menon, Raima Sen, Mandira Bedi, Sharib Hashmi, Rishi Bhutani, Herry Tangri, Vaishnavi Dhanraj, Swati Rajput",India,"December 31, 2019",2018,113,"While investigating a series of murders and the nightclub that links them, a detective’s case takes an alarming turn when his wife goes missing.",Dramas
+s7445,Movie,Voulez-vous rire avec moi ce soir?,Yacine Belhousse,"Gad Elmaleh, Eddie Izzard, Bill Burr, Todd Barry, Kyan Khojandi, Judah Friedlander, Blanche Gardin, Mike Ward, Igor Meerson, Dan Naturman, Tony Law, Daniel Gagnon, Sebastian Marx, Michael Mittermeier, Paul Taylor, Korine Côté, Guillermo Guiz, Virginie Fortin, Francesco De Carlo",France,"March 1, 2020",2018,93,French humorist Yacine Belhousse tours the world to explore how stand-up comedians make audiences laugh across cultures.,Documentaries
+s7446,Movie,Voyeur,"Myles Kane, Josh Koury",Gay Talese,United States,"December 1, 2017",2017,96,Legendary journalist Gay Talese unmasks a motel owner who spied on his guests for decades. But his bombshell story soon becomes a scandal of its own.,Documentaries
+s7448,Movie,VS.,Ed Lilly,"Connor Swindells, Fola Evans-Akingbola, Nicholas Pinnock, Ruth Sheen, Emily Taaffe, Shotty Horroh, Paige Meade, Elliot Barnes-Worrell, Joivan Wade, Youssef Berouain, Jurell Carter, Ellie James",United Kingdom,"June 19, 2019",2018,99,"A young man in foster care finds his voice in the underground rap battle scene. But when his mother returns, a lifetime of pain comes with her.",Dramas
+s7449,Movie,W. Kamau Bell: Private School Negro,Shannon Hartman,W. Kamau Bell,United States,"June 26, 2018",2018,66,"Comedian W. Kamau Bell muses on parenting in the Trump era, ""free speech"" dustups, woke children's TV and his fear of going off the grid.",Stand-Up
+s7450,Movie,W.E.,Madonna,"Abbie Cornish, Andrea Riseborough, James D'Arcy, Oscar Isaac, Richard Coyle, David Harbour, James Fox, Judy Parfitt, Haluk Bilginer, Geoffrey Palmer, Natalie Dormer",United Kingdom,"March 3, 2020",2011,119,"This glossy ensemble drama juxtaposes the lives of famous divorcée Wallis Simpson and Wally Winthrop, a young 1990s housewife.",Dramas
+s7452,Movie,W/O Ram,Vijay Yelakanti,"Lakshmi Manchu, Aadarsh Balakrishna, Priyadarshi Pullikonda, Samrat Reddy, Shrikanth Iyyangar, Shrusti Dange",India,"October 26, 2018",2018,115,"Frustrated with the stalled investigation into her husband's murder, a woman searches for the killer on her own, putting herself in grave danger.",Dramas
+s7454,Movie,Waar,Bilal Lashari,"Shaan Shahid, Shamoon Abbasi, Ayesha Khan, Meesha Shafi, Ali Azmat, Hamza Abbasi, Kamran Lashari",Pakistan,"July 1, 2017",2013,130,"When Pakistani authorities learn of a looming terrorist strike, they ask a retired intelligence officer to counter the attack before it's too late.",Action
+s7455,Movie,Waarrior Savitri,Param Gill,"Niharica Raizada, Rajat Barmecha, Lucy Pinder, Om Puri, Gulshan Grover, Tim Man, Ron Smoorenburg, KaramVeer Chaudhary",India,"November 1, 2017",2016,120,"In a modern adaptation of a mythological tale, a devoted wife is willing to do whatever it takes to rescue her husband from the clutches of death.",Action
+s7457,Movie,Wadjda,Haifaa Al-Mansour,"Reem Abdullah, Waad Mohammed, Abdullrahman Al Gohani, Ahd, Sultan Al Assaf, Alanoud Sajini, Rafa Al Sanea, Dana Abdullilah",Saudi Arabia,"May 19, 2020",2012,93,A persistent 10-year-old wishes for a new bicycle so she can beat her friend (a boy) in a race. But it's going to take some ingenuity to get one.,Dramas
+s7459,Movie,Waiting,Anu Menon,"Naseeruddin Shah, Kalki Koechlin, Rajat Kapoor, Rajeev Ravindranathan, Ratnabali Bhattacharjee, Suhasini, Arjun Mathur",India,"May 1, 2018",2015,94,"While visiting his comatose wife in the hospital, a serene old professor befriends a vibrant young woman whose husband has also fallen into a coma.",Dramas
+s7461,Movie,Waiting...,Rob McKittrick,"Ryan Reynolds, Anna Faris, Justin Long, David Koechner, Luis Guzmán, Chi McBride, John Francis Daley, Kaitlin Doubleday, Rob Benedict, Alanna Ubach, Vanessa Lengies, Dane Cook",United States,"September 23, 2020",2005,94,Employees turn up the antics during an eight-hour shift at the restaurant Shenaniganz when new opportunities call and boredom gets the best of them.,Comedies
+s7463,Movie,Wake Up Sid,Ayaan Mukherji,"Ranbir Kapoor, Konkona Sen Sharma, Shruti Bapna, Krutika Bolaki, Namit Das, Munir Kabani, Mohsin Ali Khan, Anupam Kher, Rahul Khanna, Kainaz Motivala",India,"October 1, 2018",2009,132,A spoiled trust fund brat finds himself stuck in a rut of meaningless late-night parties – until he meets a significantly older woman and writer.,Comedies
+s7464,Movie,Wakefield,Robin Swicord,"Bryan Cranston, Jennifer Garner, Jason O'Mara, Beverly D'Angelo, Ian Anthony Dale, Pippa Bennett-Warner, Isaac Leyva, Victoria Bruno, Ellery Sprayberry, Tracey Walter",United States,"March 2, 2019",2016,109,"An unhappy father and lawyer quits his suburban life and vanishes into the attic above his garage, where he watches his family move on without him.",Dramas
+s7467,Movie,Walk Away from Love,Christopher Nolen,"Noree Victoria, Brad James, Robert Christopher Riley, Brely Evans, Sabrina Revelle",United States,"October 6, 2020",2017,81,"Heartbroken from her last relationship, an attorney is wary of falling in love again. But crossing paths with an ex upends her plans to finally move on.",Dramas
+s7468,Movie,Walk with Me,"Marc Francis, Max Pugh","Benedict Cumberbatch, Thich Nhat Hanh",United Kingdom,"December 26, 2017",2017,94,A community of monks in France led by Zen Buddhist master Thich Nhat Hanh offers an intimate glimpse into mindfulness practice and the monastic life.,Documentaries
+s7469,Movie,Walk. Ride. Rodeo.,Conor Allyn,"Spencer Locke, Missi Pyle, Sherri Shepherd, Bailey Chase, Alyvia Alyn Lind, Max Ehrich, Corbin Bleu, Kathleen Rose Perkins",United States,"March 8, 2019",2019,100,"In the wake of an accident that leaves her paralyzed, a champion rodeo rider vows to get back on her horse and compete again. Based on a true story.",Children
+s7470,Movie,Walking Out,"Alex Smith, Andrew J. Smith","Matt Bomer, Josh Wiggins, Bill Pullman, Alex Neustaedter, Lily Gladstone",United States,"October 1, 2019",2017,96,"A suburban teen goes hunting with his estranged father. When a mishap with a bear occurs, he must his use his survival skills to save them both.",Dramas
+s7471,Movie,Walt Disney Animation Studios Short Films Collection,"Chris Buck, Jennifer Lee, Patrick Osborne, Lauren MacMullan, John Kahrs, Nathan Greno, Byron Howard, Stevie Wermers, Dean Wellins, Kevin Deters, Roger Allers, Mike Gabriel, Mark Henn","Kristen Bell, Josh Gad, Jonathan Groff, Idina Menzel, Geoffrey Jones, Alfre Woodard, Carrie Harrington, Tim Hodge, David Murray, Sarah Chalke, Dave Foley, Derek Richardson, Betty White, Zachary Levi, Mandy Moore",United States,"October 25, 2015",2015,90,"This collection of 12 short films from Disney includes ""Frozen Fever,"" the Mickey Mouse short ""Get a Horse!"" and Oscar winners ""Paperman"" and ""Feast.""",Children
+s7472,Movie,Wanda Sykes: Not Normal,Linda Mendoza,Wanda Sykes,United States,"May 21, 2019",2019,66,"Wanda Sykes tackles politics, reality TV, racism and the secret she'd take to the grave in this rollicking, no-holds-barred stand-up special.",Stand-Up
+s7473,Movie,Wandering Stars,"Syrine Boulanouar, Nekfeu",Nekfeu,France,"December 1, 2019",2019,95,"Navigating creative pressures and personal upsets, French rapper Nekfeu sets out on a global quest for musical inspiration in this documentary.",Documentaries
+s7476,Movie,War,Philip G. Atwell,"Jet Li, Jason Statham, John Lone, Devon Aoki, Luis Guzmán, Saul Rubinek, Sung Kang, Mathew St. Patrick, Nadine Velazquez, Andrea Roth, Mark Cheng, Kane Kosugi, Ryo Ishibashi, Steph Song",United States,"April 1, 2019",2007,103,"When his partner is killed and all clues point to a notorious assassin, FBI agent Jack Crawford sets out for revenge in this taut action-thriller.",Action
+s7478,Movie,War Chhod Na Yaar,Faraz Haider,"Sharman Joshi, Soha Ali Khan, Javed Jaffrey, Dalip Tahil, Mukul Dev, Sanjay Mishra, Vivek Rana, Manoj Pahwa",India,"March 2, 2019",2013,109,"Set in an India-Pakistan border post, this satirical but thought-provoking comedy about war deals with serious events in a humorous manner.",Comedies
+s7479,Movie,War Horse,Steven Spielberg,"Emily Watson, David Thewlis, Peter Mullan, Niels Arestrup, Tom Hiddleston, Jeremy Irvine, Benedict Cumberbatch, Toby Kebbell, David Kross, Eddie Marsan, Nicolas Bro, Rainer Bock, Patrick Kennedy, Liam Cunningham",United States,"May 6, 2019",2011,147,"During World War I, the bond between a young Englishman and his loyal horse, Joey, is tested when Joey is sold to the cavalry and sent to France.",Dramas
+s7480,Movie,War Machine,David Michôd,"Brad Pitt, Topher Grace, Emory Cohen, John Magaro, Scoot McNairy, Anthony Michael Hall, Will Poulter",United States,"May 26, 2017",2017,123,"When a proud general is tasked with winning an unpopular war, he takes the challenge head-on, not knowing that hubris may be his own worst enemy.",Comedies
+s7481,Movie,War on Everyone,John Michael McDonagh,"Alexander Skarsgård, Michael Peña, Theo James, Tessa Thompson, Caleb Landry Jones, Paul Reiser, Stephanie Sigman, David Wilmot, Malcolm Barrett",United Kingdom,"December 3, 2019",2016,98,"Terry and Bob excel at blackmailing small-time crooks. But when the two cops target a big score, they learn not all criminals are easily intimidated.",Action
+s7482,Movie,Warda,Hadi El Bagoury,"Nada Al Alfi, Bassel El Kadi, Samira Maqroun, Tareq Abdalla, Ahmed Awni, Emad Ghoniem, Abeer Mansour, Youssef Mohamed",Egypt,"April 18, 2019",2014,73,"When an aspiring documentarian returns to his hometown to investigate paranormal happenings, his girlfriend's mental health takes a troubling turn.",Horror Movies
+s7483,Movie,Warehoused,Jack Zagha Kababie,"José Carlos Ruiz, Hoze Meléndez",Mexico,"November 1, 2017",2015,92,A soon-to-be-retiring Mr. Lino teaches 20-something Nin the strict rules of his new warehouse job in this dramedy about the absurdities of work life.,Comedies
+s7488,Movie,Wasp Network,Olivier Assayas,"Penélope Cruz, Edgar Ramírez, Wagner Moura, Gael García Bernal, Ana de Armas, Leonardo Sbaraglia",France,"June 19, 2020",2020,128,"Based on a true and gripping story: Cuban spies infiltrate exile groups in the 1990s to stop terrorism against the island, but at a high personal cost.",Dramas
+s7490,Movie,Watchman,A. L. Vijay,"G.V. Prakash Kumar, Samyuktha Hegde, Suman, Raj Arjun, Yogi Babu, Munishkanth",India,"September 4, 2019",2019,93,"Rushing to pay off a loan shark, a young man breaks into a bungalow to steal the cash, unprepared for the dog standing guard – or the trouble inside.",Comedies
+s7493,TV Show,Watership Down,Noam Murro,"James McAvoy, Nicholas Hoult, John Boyega, Ben Kingsley, Tom Wilkinson, Gemma Arterton, Peter Capaldi, Olivia Colman, Mackenzie Crook, Anne-Marie Duff, Taron Egerton, James Faulkner, Freddie Fox, Lee Ingleby, Miles Jupp, Daniel Kaluuya, Rory Kinnear, Craig Parkinson, Rosamund Pike, Daniel Rigby, Jason Watkins",United Kingdom,"December 23, 2018",2018,1,A warren of rabbits battles many threats on their daring journey to find a new home in this adaptation of the classic novel by Richard Adams.,British TV
+s7495,Movie,Wazir,Bejoy Nambiar,"Amitabh Bachchan, Farhan Akhtar, Aditi Rao Hydari, Manav Kaul, Neil Nitin Mukesh, John Abraham",India,"August 1, 2019",2016,98,"Helping an amputee grandmaster settle the score for his tragic past, a grieving detective unravels a conspiracy more complicated than he imagined.",Dramas
+s7497,Movie,We Are Family,Sidharth Malhotra,"Kajol, Kareena Kapoor, Arjun Rampal, Nominath Ginsberg, Iravati Harshe, Aachal Munjal, Diya Sonecha",India,"October 1, 2018",2010,119,A divorced mother of three children runs a happy household – until her former husband brings his new career-oriented girlfriend into the picture.,Dramas
+s7498,Movie,We Are Legends,Daniel Yee Heng Chan,"Lam Yiu-sing, Ma Chi Wai, Wiyona Yeung, Eric Kot, Yuen Qiu, Lisa Cheng, Jason Li",Hong Kong,"June 1, 2019",2019,109,"Raised in a boxing gym, two orphaned brothers become highly skilled martial artists and must combat threats in the streets and the ring.",Action
+s7502,Movie,We Are Young. We Are Strong.,Burhan Qurbani,"Jonas Nay, Trang Le Hong, Devid Striesow, Joel Basman, Saskia Rosendahl, Paul Gäbler, David Schütter, Jakob Bieber, Swantje Kohlhof, Mai Duong Kieu",Germany,"January 15, 2017",2014,123,"In 1992, three radically different residents of Rostock, Germany, become entangled in a violent xenophobic riot that rocks the beleaguered city.",Dramas
+s7503,Movie,We Are Your Friends,Max Joseph,"Zac Efron, Wes Bentley, Emily Ratajkowski, Jonny Weston, Shiloh Fernandez, Alex Shaffer, Jon Bernthal, Alicia Coppola, Wiley M. Pickett, Jon Abrahams",United Kingdom,"January 27, 2020",2015,96,An ambitious young DJ who knows how to work a crowd puts everything at risk for a budding relationship with his mentor's girlfriend.,Dramas
+s7505,Movie,We Belong Together,Chris Stokes,"Charles Malik Whitfield, Draya Michele, Elise Neal, Cassidey Fralin, Brian White, Valarie Pettiford, Gary Anthony Sturgis, Jessica Vanessa DeLeon",United States,"July 16, 2019",2018,83,A divorced professor shares a night of passion with a troubled student who quickly develops an unhealthy – perhaps deadly – infatuation.,Thrillers
+s7506,Movie,We Can Be Heroes,Robert Rodriguez,"YaYa Gosselin, Pedro Pascal, Priyanka Chopra, Isaiah Russell-Bailey, Akira Akbar, Christian Slater, Boyd Holbrook, Adriana Barraza, Taylor Dooley, Vivien Lyra Blair, Hala Finley, Lyon Daniels, Sung Kang, Christopher McDonald, Andy Walken, Lotus Blossom, Haley Reinhart, Nathan Blair, Dylan Henry Lau, Andrew Diaz",United States,"December 25, 2020",2020,101,"When alien invaders capture Earth’s superheroes, their kids must learn to work together to save their parents — and the planet.",Children
+s7507,Movie,We Have Always Lived in the Castle,Stacie Passon,"Taissa Farmiga, Alexandra Daddario, Crispin Glover, Sebastian Stan, Paula Malcomson, Peter Coonan, Ian Toner, Joanne Crawford",United States,"October 1, 2020",2018,95,The fragile and secretive world of two sisters and their uncle crumbles when their charming cousin arrives with eyes toward the family fortune.,Dramas
+s7508,Movie,We Need to Talk,David Serrano,"Hugo Silva, Michelle Jenner, Ernesto Sevilla, Belén Cuesta, Óscar Ladoire, Ilay Kurelovic, Verónica Forqué, Luis Jaspe, Borja Luna, José Luis Marín",Spain,"September 1, 2016",2016,91,"A happy woman's new love is going great, but she needs one thing: divorce papers from her depressed ex. To get them, trickery may be in order.",Comedies
+s7510,Movie,We Summon the Darkness,Marc Meyers,"Alexandra Daddario, Amy Forsyth, Keean Johnson, Maddie Hasson, Logan Miller, Austin Swift, Johnny Knoxville, Allison McAtee, Tanner Beard",United States,"August 8, 2020",2020,90,A night at a 1980s heavy metal concert hits a grisly note when new friends find themselves in the middle of a satanic murder spree.,Horror Movies
+s7511,Movie,We the Animals,Jeremiah Zagar,"Evan Rosado, Josiah Gabriel, Isaiah Kristian, Raúl Castillo, Sheila Vand, Giovanni Pacciarelli, Terry Holland, Moe Isaac, Mickey Anthony, Tom Malley",United States,"February 11, 2019",2018,93,"A trio of brothers cope with their parents' volatile relationship by running wild and unchecked, and one of them experiences a visceral awakening.",Dramas
+s7513,Movie,We'll Be Right Back After The Break,Ahmed Nader Galal,"Karim Abdel Aziz, Dina Fouad, Mohamed Lotfy, Ahmed Rateb, Rasha Amin, Youssef Eid, Mostafa Abbas, Maged El Kedwany, Sabri Abdulmonem, Abdalah Mishrif",Egypt,"April 28, 2020",2012,106,"While fighting a child custody battle against his father-in-law, a taxi driver loses his memory when his son is kidnapped.",Action
+s7515,Movie,We're No Animals,Alejandro Agresti,"John Cusack, Paul Hipp, Kevin Morris, Alejandro Agresti, Mario Alarcón, Norman Briski, Lucila Solá, Juana Viale, Pablo Bossi, Leticia Brédice",United States,"August 15, 2017",2015,94,"Unhappy with his commercial film work, a jaded Hollywood actor moves to Argentina to participate in an experimental thesis on social philosophy.",Comedies
+s7517,Movie,Weather forecast,Antoni Krauze,"Halina Buyno-Łoza, Zofia Cegiełkowa, Barbara Chojecka, Eugenia Horecka, Zygmunt Zintel, Henryka Janikowska, Lena Wilczyńska, Jerzy Block",Poland,"October 1, 2019",1983,91,"When a delivery of coffins foreshadows a harsh winter, residents of a retirement home escape their confines and rediscover the world outside.",Dramas
+s7518,Movie,Wedding Unplanned,Reem Kherici,"Reem Kherici, Nicolas Duvauchelle, Julia Piaton, Sylvie Testud, François-Xavier Demaison, Chantal Lauby, Lionnel Astier, Ève Saint-Louis, Victoria Monfort, Amelie Fonlupt",France,"October 19, 2017",2017,94,"Mathias's girlfriend finds a business card for a wedding planner in his pocket. Suddenly, he's engaged and hiring his lover to plan the big day!",Comedies
+s7519,Movie,Wedy Atkalam,Sadeq Behbehani,"Abdulmohsen Al-Qaffas, Jamal Alradhan, Jassim Al Nabhan, Layla Abdullah, Khaled Al-Buraiki",Kuwait,"May 14, 2020",2018,72,"A socially conscious film director struggles with his career as he faces numerous obstacles, including his social media-friendly significant other.",Comedies
+s7522,Movie,Weeds on Fire,Chi Fat Chan,"Liu Kai Chi, Lam Yiu-sing, Tony Tsz-Tung Wu, Poon Chan-leung, Sun Li Man, Tam Sin Yin, Sham Ka Ki, Wang Simin, Jan Lamb",Hong Kong,"September 27, 2018",2016,95,"In 1980s Hong Kong, a school principal forms a baseball team with an eclectic crew of local students who soon fight their way to the top of the league.",Dramas
+s7524,Movie,Welcome,Anees Bazmee,"Akshay Kumar, Katrina Kaif, Nana Patekar, Anil Kapoor, Paresh Rawal, Mallika Sherawat, Feroz Khan, Ruslaan Mumtaz, Sunil Shetty, Malaika Arora, Asrani",India,"September 28, 2020",2007,149,"In this silly Bollywood farce, the brothers of a Mafia princess set out on a comical mission to marry their sister into a respectable family.",Comedies
+s7525,Movie,Welcome 2 Karachi,Ashish R. Mohan,"Arshad Warsi, Jacky Bhagnani, Lauren Gottlieb, Dalip Tahil, Pavan Malhotra, Ayub Khoso, Adnan Shah",India,"March 1, 2018",2015,124,"Denied a U.S. visa, two dim Indian men decide to sneak into America on a boat. Fate, however, leaves them stranded on a beach – in Karachi, Pakistan.",Comedies
+s7526,Movie,Welcome Mr. President,Riccardo Milani,"Claudio Bisio, Kasia Smutniak, Beppe Fiorello, Remo Girone, Massimo Popolizio, Cesare Bocci, Omero Antonutti, Michele Alhaique, Franco Ravera, Patrizio Rispo, Piera Degli Esposti, Gianni Cavina",Italy,"October 1, 2016",2013,99,"When frustrated politicians name a historical figure as the next president, an honest, humble man by the same name suddenly becomes Italy's leader.",Comedies
+s7527,Movie,Welcome to Monster High: The Origin Story,"Stephen Donnelly, Olly Reid, Jun Falkenstein","Debi Derryberry, Cassandra Morris, Salli Saffioti, Larissa Gallagher, Cristina Milizia, Michael Sorich, Jonquil Goode, Travis Dresden, Evan Smith",United States,"October 1, 2017",2016,73,Dracula's daughter Draculaura sets out to create a new kind of school where monsters of all kinds can be themselves and have a scary good time.,Children
+s7528,Movie,Welcome to New York,Abel Ferrara,"Gérard Depardieu, Jacqueline Bisset, Marie Mouté, Paul Calderon, Paul Hipp, Pamela Afesi, Chris Zois, Shanyn Leigh, Drena De Niro, Amy Ferguson, Aurelie Claudel, Nikki James",United States,"March 23, 2017",2014,108,A lecherous World Bank official sees his reputation crumbling when he's accused of raping a hotel maid during a trip to New York.,Dramas
+s7529,Movie,Welcome to Sajjanpur,Shyam Benegal,"Shreyas Talpade, Amrita Rao, Ravi Kishan, Ila Arun, Rajeshwari Sachdev, Divya Dutta, Yashpal Sharma, Ravi Jhankal, Lalit Mohan Tiwari",India,"November 1, 2018",2008,131,"An educated man assists the illiterate residents of his village with written correspondence, sometimes manipulating the letters to suit his interests.",Comedies
+s7530,Movie,Welcome to Sudden Death,Dallas Jackson,"Michael Jai White, Michael Eklund, Sabryn Rock, Nakai Takawira, Lyric Justice, Sagine Semajuste, Gary Owen, Anthony Grant, Kristen Harris, BJ Verot, Sean Skene, Marrese Crump, Stephanie Sy, Jeff Strome, Adam Hurtig, Gillian White, Anthony J. Mifsud",United States,"September 29, 2020",2020,80,"At a basketball game, an ex-Special Forces officer must face a group of tech-savvy hostiles when a team owner and his daughter are taken hostage.",Action
+s7532,Movie,Welcome to Willits,Trevor Ryan,"Bill Sage, Sabina Gadecki, Anastasia Baranova, Dolph Lundgren, Thomas Dekker, Karrueche Tran, Chris Zylka, Keelin Woodell, Garrett Clayton, Shad Gaspard, Rory Culkin",United States,"February 6, 2018",2017,84,A marijuana farmer's extraterrestrial paranoia creates trouble for a group of young campers who pitch their tent on his land in Northern California.,Comedies
+s7533,Movie,Well Done Abba,Shyam Benegal,"Boman Irani, Minissha Lamba, Sammir Dattani, Ila Arun, Ravi Kishan, Sonali Kulkarni, Rajit Kapoor, Ravi Jhankal, Yashpal Sharma, Rajendra Gupta",India,"November 19, 2020",2009,135,"On leave in his drought-ridden village to find his daughter a husband, a father becomes mired in the bribery-laced bureaucracy of his local government.",Comedies
+s7536,Movie,West Beirut,Ziad Doueiri,"Rami Doueiri, Mohamad Chamas, Rola Al Amin, Carmen Lebbos, Joseph Bou Nassar, Liliane Nemri",France,"October 19, 2020",1999,106,"Three intrepid teens roam the streets of Beirut in the midst of civil war, filming on a Super 8 camera and reckoning with the pains of growing up.",Dramas
+s7537,Movie,West Coast,Benjamin Weill,"Devi Couzigou, Mathis Crusson, Victor Le Blond, Sullivan Loyez, Pierre-François Martin-Laval, Hugo Chalan-Marchio",France,"October 28, 2016",2016,81,Four small-town French teens who style themselves after American rappers set out to avenge a classroom insult and end up on a mind-blowing adventure.,Comedies
+s7539,Movie,Westerplatte Resists,Stanisław Różewicz,"Zygmunt Hübner, Arkadiusz Bazak, Tadeusz Schmidt, Józef Nowak, Tadeusz Pluciński, Bogusz Bilewski",Poland,"October 1, 2019",1967,93,"At the onset of World War II, a Polish infantry lacking firepower fight to build a strong defense and protect their peninsula against enemy forces.",Classic Movies
+s7546,Movie,What a Girl Wants,Dennie Gordon,"Amanda Bynes, Colin Firth, Kelly Preston, Eileen Atkins, Anna Chancellor, Jonathan Pryce, Oliver James, Christina Cole",United States,"May 1, 2020",2003,105,"In search of the father she's never met, the daughter of a bohemian American woman heads to Europe and finds that her dad is an uptight politician.",Children
+s7547,Movie,What a Wonderful Family!,Huang Lei,"Huang Lei, Sun Li, Lee Li-Chun, Zhang Weixin, Hai Qing, Wang Xun, Wei Daxun, Lorene Ren, Lei Huang",China,"July 1, 2018",2017,102,"In a large family living under one roof, a storm brews when the matriarch requests a divorce from her husband on their 50th anniversary.",Comedies
+s7548,Movie,What Are the Odds?,Megha Ramaswamy,"Yashaswini Dayama, Karanvir Malhotra, Abhay Deol, Priyanka Bose, Monica Dogra, Sulabha Arya, Manu Rishi Chadha, Ananya Melkote",India,"May 20, 2020",2020,92,"When two unlikely friends play hooky from school, accidental encounters and otherworldly events turn their day into a whimsical coming-of-age journey.",Comedies
+s7549,Movie,What Did I Mess,Shady Hanna,"Rola Beksmati, Junaid Zeineldine, Abboudy Mallah, Tanya Nasr, Matteo El Khodr, Rita El Khoury, Tony Benn",Lebanon,"October 19, 2020",2018,98,"In an attempt to get her ex to propose, Nayla hosts a gathering to introduce him to her new suitor — only for the party to turn into a hellish occasion.",Comedies
+s7550,Movie,WHAT DID JACK DO?,David Lynch,David Lynch,United States,"January 20, 2020",2020,17,A detective interrogates a monkey who is suspected of murder.,Dramas
+s7551,Movie,What Happened to Monday,Tommy Wirkola,"Noomi Rapace, Willem Dafoe, Glenn Close, Marwan Kenzari, Christian Rubeck, Pål Sverre Hagen, Tomiwa Edun, Cassie Clare, Cameron Jack, Clara Read, Robert Wagner",United Kingdom,"August 18, 2017",2017,124,"In a future with a strict one-child policy, six septuplets must avoid government detection while searching for their missing sister.",Action
+s7552,Movie,What Happened to Mr. Cha?,Kim Dong-kyu,"Cha In-pyo, Cho Dal-hwan, Song Jae-ryong",South Korea,"January 1, 2021",2021,102,"With the peak of his career long behind him, an actor clings to his past glory — until a sudden wake-up call forces him to face who he's become.",Comedies
+s7558,Movie,What Keeps You Alive,Colin Minihan,"Hannah Emily Anderson, Brittany Allen, Martha MacIsaac, Joey Klein, Charlotte Lindsay Marron",Canada,"August 1, 2020",2018,99,A couple's romantic anniversary retreat to a rural cabin unravels when a childhood friend appears and reveals long-held secrets from the past.,LGBTQ Movies
+s7559,Movie,What Lies Beneath,Robert Zemeckis,"Harrison Ford, Michelle Pfeiffer, Diana Scarwid, Joe Morton, James Remar, Miranda Otto, Wendy Crewson, Ray Baker, Micole Mercurio, Amber Valletta, Sloane Shelton",United States,"January 1, 2020",2000,130,"When Claire Spencer starts hearing ghostly voices and seeing spooky images, her husband tries to reassure her by telling her it's all in her head.",Horror Movies
+s7562,Movie,What Still Remains,Josh Mendoza,"Lulu Antariksa, Colin O'Donoghue, Mimi Rogers, Peter O'Brien, Dohn Norwood, Jeff Kober, Roshon Fegan, Siena Goines, Chris Ellis, Tobias Jelinek",United States,"December 21, 2018",2018,91,"Struggling to survive alone post-apocalypse, a young woman is offered protection by an unknown man, but his village may not be the haven she imagines.",Dramas
+s7564,Movie,What the Fish,Gurmmeet Singh,"Dimple Kapadia, Vishal Sharma, Sumit Suri, Anand Tiwari, Deepti Pujari, Manu Rishi Chadha, Geetika Tyagi, Manjot Singh, Sabina Sheema",India,"July 5, 2020",2013,96,A crabby woman leaves home for a vacation and entrusts her niece's fiancé to feed her fish and adhere to a strict set of rules. He has other ideas.,Comedies
+s7566,Movie,What the Jatt!!,Saket Behl,"Harish Verma, Isha Rikhi, Vipul Roy, Binnu Dhillon, Poonam Rajput, B.N. Sharma, Satti Sembi",India,"October 1, 2018",2015,140,"A peasant from Punjab and his best friend pose as detectives, filmmakers and more while trying to retrieve stolen money in this romantic comedy.",Comedies
+s7569,Movie,What We Wanted,Ulrike Kofler,"Lavinia Wilson, Elyas M'Barek, Anna Unterberger, Lukas Spisser, Iva Höpperger, Fedor Teyml, Marta Manduca, Maria Hofstätter, Tina Haller",Austria,"November 11, 2020",2020,93,A couple facing fertility issues finds their marriage tested on a vacation to a Sardinian resort — and the family next door only adds to the tension.,Dramas
+s7570,Movie,What Would Sophia Loren Do?,Ross Kauffman,"Nancy ""Vincenza Careri"" Kulik, Sophia Loren",United States,"January 15, 2021",2021,32,"In this delightful short documentary, an Italian American grandmother and film buff finds strength and joy in the life of her screen idol, Sophia Loren.",Documentaries
+s7571,Movie,What's Eating Gilbert Grape,Lasse Hallström,"Johnny Depp, Leonardo DiCaprio, Juliette Lewis, Mary Steenburgen, Darlene Cates, Laura Harrington, Mary Kate Schellhardt, Kevin Tighe, John C. Reilly, Crispin Glover",United States,"January 1, 2021",1993,118,"In a backwater Iowa town, young Gilbert is torn between taking care of his troubled family and a girl who shows him new possibilities for his life.",Classic Movies
+s7573,Movie,What's Up With Love?,"Rudy Soedjarwo, Riri Riza","Dian Sastrowardoyo, Nicholas Saputra, Ladya Cheryll, Titi Kamal, Sissy Priscillia, Adinia Wirasti, Dennis Adhiswara",Indonesia,"December 8, 2018",2002,110,"A popular high school girl strains her relationship with her close-knit clique when she begins falling for a reclusive, lower-class schoolmate.",Dramas
+s7574,Movie,What's Up?,Izidore K. Musallam,"Hisham Abdulrahman, Turki Al-Yusuf, Mais Hamdan, Khaled Sami, Mishal Al-Mutairi, Hind Muhamed",Saudi Arabia,"June 2, 2020",2006,95,"Flirting with modernity, a young woman must keep her new romance a secret from her conservative brother, who plans to keep her in line with tradition.",Comedies
+s7575,Movie,What's Your Raashee?,Ashutosh Gowariker,"Harman Baweja, Priyanka Chopra, Manju Singh, Anjan Srivastav, Darshan Jariwala, Dilip Joshi, Vishwa Badola, Rajesh Vivek, Daya Shankar Pandey, Yuri Suri",India,"August 15, 2020",2009,203,"To protect his family from ruin, Yogesh must marry his dream girl in only ten days, so he rushes into dating women with different astrological signs.",Comedies
+s7576,Movie,Wheelman,Jeremy Rush,"Frank Grillo, Caitlin Carmichael, Garret Dillahunt, Shea Whigham, Wendy Moniz, John Cenatiempo, Slaine",United States,"October 20, 2017",2017,82,The getaway driver in a botched robbery puts his skills and smarts to the test when he receives shocking orders from an unknown caller.,Action
+s7577,Movie,Wheels of Fortune,Shaun Paul Piccinino,"Matt Jones, Noureen DeWulf, John Ducey, Matty Cardarople, Jeff Fahey, Christina Moore, Gabriel Tigerman, Ali Afshar, Tyler Jacob Moore, Jessica Serfaty",United States,"November 1, 2020",2020,107,"To claim a big inheritance, a down-on-his-luck mechanic must win a series of competitions as outlined in his birth father's will.",Comedies
+s7578,Movie,When Angels Sleep,Gonzalo Bendala,"Julián Villagrán, Marian Álvarez, Ester Expósito, Sira Alonso de Alarcón, Asia Ortega, Daniel Jumillas, Christian Mulas",Spain,"December 28, 2018",2018,96,"After a businessman falls asleep at the wheel and hits a woman with his car, his interactions with her scared friend unleash a string of dark events.",Dramas
+s7583,Movie,When Love Happens,Seyi Babatope,"Weruche Opia, Gideon Okeke, Beverly Naya, O.C. Ukeje, Shaffy Bello, Oreka Godis",Nigeria,"February 26, 2020",2014,109,"Fed up with coordinating weddings for everyone else, unlucky-in-love event planner Mo turns to the internet to see if she can find her own Mr. Right.",International Movies
+s7587,Movie,When We First Met,Ari Sandel,"Adam DeVine, Alexandra Daddario, Shelley Hennig, Robbie Amell, Andrew Bachelor",United States,"February 9, 2018",2018,97,"Using a magical photo booth that sends him back in time, Noah relives the night he met Avery over and over, trying to persuade her to fall for him.",Comedies
+s7588,Movie,Where the Money Is,Marek Kanievska,"Paul Newman, Linda Fiorentino, Dermot Mulroney, Susan Barnes, Anne Pitoniak, Bruce MacVittie, Irma St. Paule, Michel Perron, Dorothy Gordon, Rita Tuckett",Germany,"January 15, 2020",2000,89,"Paul Newman proves he's still got prodigious acting chops, playing an aging bank robber who may have one last job in him. Faking a stroke, the incarcerated Newman is transferred to a nursing home and the care of a skeptical nurse.",Action
+s7589,Movie,Where's the Money,Scott Zabielski,"Andrew Bachelor, Kat Graham, Mike Epps, Terry Crews, Method Man, Logan Paul, Allen Maldonado, Josh Brener, Devon Werkheiser, Retta",United States,"January 22, 2018",2017,86,"Hunting for a stash of stolen money, a sharp-witted slacker from South Central Los Angeles infiltrates an all-white college fraternity.",Comedies
+s7590,Movie,While We're Young,Noah Baumbach,"Ben Stiller, Naomi Watts, Adam Driver, Amanda Seyfried, Charles Grodin, Adam Horovitz, Dree Hemingway, Brady Corbet, Maria Dizzia, Matthew Maher, Peter Yarrow, Dean Wareham",United States,"October 23, 2017",2015,97,"A documentary filmmaker struggling with a creative block meets a vibrant young hipster couple who, initially, bring new energy into his life and work.",Comedies
+s7591,Movie,Whindersson Nunes: Adult,Diego Pignataro,Whindersson Nunes,Brazil,"August 15, 2019",2019,69,Brazilian YouTube sensation Whindersson Nunes revisits his humble beginnings and much more in a series of playful stories and peculiar songs.,Stand-Up
+s7592,Movie,Whipped,Chandra Liow,"Andovi da Lopez, Jovial da Lopez, Chandra Liow, Tommy Limmm, Susan Sameh, Widika Sidmore, Kezia Aletheia, Karina Salim",Indonesia,"September 18, 2020",2020,98,Four buddies attend a class taught by a love guru who leads them to question their romantic attachments — until her hidden agenda comes to light.,Comedies
+s7593,Movie,Whisky,"Pablo Stoll, Juan Pablo Rebella","Andrés Pazos, Mirella Pascual, Jorge Bolani, José Pedro Bujaruz, Verónica Perrotta",Uruguay,"January 22, 2020",2004,98,"To impress family, a factory owner pretends to be married to one of his employees, and soon, the ""couple"" finds their lives radically altered.",Comedies
+s7594,Movie,Whispers,Maroun Baghdadi,"Nadia Tueni, Ziad Rahbani",Lebanon,"October 19, 2020",1980,93,"With her home devastated by war, a Lebanese poet takes a cross-country road trip, looking for glimmers of hope through nostalgic memories and verse.",Documentaries
+s7595,Movie,White Chamber,Paul Raschid,"Shauna MacDonald, Oded Fehr, Amrita Acharia, Sharon Maughan, Nicholas Farrell, Candis Nergaard, Marcus Griffiths, Adrianna Edwards, Sumit Chakravarti, Lisa Reynolds",United Kingdom,"August 1, 2019",2018,89,"When a civil war ravages the UK, a scientist awakens in a futuristic cell and is tortured by her captor for information she claims she doesn't possess.",Sci-Fi
+s7596,Movie,White Christmas,Michael Curtiz,"Bing Crosby, Danny Kaye, Rosemary Clooney, Vera-Ellen, Dean Jagger, Mary Wickes, John Brascia, Anne Whitfield, George Chakiris",United States,"November 15, 2020",1954,120,"Two war buddies fall for two sisters and follow the girls to a resort owned by their former commanding officer, who is in danger of losing the place.",Children
+s7597,Movie,White Fang,Alexandre Espigares,"Nick Offerman, Rashida Jones, Paul Giamatti, Eddie Spears, David Boat, Sean Kenin, Raquel Antonia, Daniel Hagen, Stephen Kramer Glickman, William Calvert, Jason Grasl, Armando Riesco",France,"July 6, 2018",2018,88,A loyal wolfdog's curiosity leads him on the adventure of a lifetime while serving a series of three distinctly different masters.,Children
+s7598,Movie,White Girl,Elizabeth Wood,"Morgan Saylor, Brian 'Sene' Marc, Justin Bartha, Chris Noth, Adrian Martinez, India Menuez, Anthony Ramos, Ralph Rodriguez, Annabelle Dexter-Jones",United States,"December 2, 2016",2016,90,"A college girl romping through New York City in search of cocaine and other highs finds something real to grasp, only to see it potentially slip away.",Dramas
+s7600,Movie,White Island,Benjamin Turner,"Lyndon Ogbourne, Billy Zane, Billy Boyd, Joel Dommett, Elliot Gleave, Gala Gordon, Darren Day, Owain Arthur, Craig Gazey, Ben Cura",United Kingdom,"September 25, 2017",2016,91,"Returning to Ibiza after several years walking the straight and narrow in London, Connor falls back in with a criminal crowd. It's like he never left.",Comedies
+s7605,Movie,Whitney Cummings: Money Shot,John Fortenberry,Whitney Cummings,United States,"January 1, 2019",2010,48,"Comedy Central roast veteran Whitney Cummings gets the stage to herself in this debut special, which finds her riffing on a wide range of topics.",Stand-Up
+s7608,Movie,Who the F**k Is That Guy?,Drew Stone,Michael Alago,United States,"September 1, 2017",2017,78,"Take a ride through the life of record exec Michael Alago, a gay Puerto Rican New Yorker who signed a slew of musical acts, including Metallica.",Documentaries
+s7609,Movie,Who Would You Take to a Deserted Island?,Jota Linares,"María Pedraza, Jaime Lorente, Pol Monen, Andrea Ros",Spain,"April 13, 2019",2019,94,"On their last night together, four longtime flatmates' lives are suddenly upended when a secret is revealed during the course of an evening celebration.",Dramas
+s7610,Movie,Who's That Knocking at My Door?,Martin Scorsese,"Zina Bethune, Harvey Keitel, Anne Collette, Lennard Kuras, Michael Scala, Harry Northup, Susan Wood, Marissa Mathes, Catherine Scorsese",United States,"July 1, 2019",1967,90,"A woman's revelation that she was once raped sends her boyfriend, a reformed street thug, into an emotional and spiritual tailspin.",Classic Movies
+s7614,Movie,Why Are We Getting So Fat?,"Milla Harrison-Hansley, Alicky Sussman",Giles Yeo,United Kingdom,"February 1, 2019",2016,50,A Cambridge geneticist dispels misconceptions about living with obesity and explores why the epidemic continues to expand across the UK and America.,Documentaries
+s7616,Movie,Why Me?,Tudor Giurgiu,"Emilian Oprea, Mihai Constantin, Andreea Vasile, Dan Condurache, Liviu Pintileasa, Mihai Smarandache, Alin Florea, Lucretia Mandric",Romania,"December 1, 2019",2015,126,A young prosecutor is assigned a career-making case involving a colleague but soon starts to question the motivations behind the charges.,Dramas
+s7620,Movie,Wild Child,Nick Moore,"Emma Roberts, Kimberley Nixon, Juno Temple, Linzey Cocker, Sophie Wu, Alex Pettyfer, Georgia King, Natasha Richardson, Aidan Quinn, Lexi Ainsworth",United States,"November 1, 2019",2008,98,"When a spoiled girl pushes her father too far with her spending and outlandish behavior, he ships the Malibu princess off to a strict boarding school.",Comedies
+s7622,Movie,Wild Oats,Andy Tennant,"Shirley MacLaine, Jessica Lange, Billy Connolly, Santiago Segura, Howard Hesseman, Matt Walsh, Jay Hayden, Rebecca Da Costa, Demi Moore",Germany,"May 13, 2017",2016,86,"When insurance accidentally pays her millions, retired teacher Eva and her pal Maddie head to the Canary Islands for the adventure of their lives.",Comedies
+s7624,Movie,Wild Wild West,Barry Sonnenfeld,"Will Smith, Kevin Kline, Kenneth Branagh, Salma Hayek, M. Emmet Walsh, Ted Levine, Frederique Van Der Wal, Musetta Vander, Sofia Eng, Bai Ling",United States,"January 1, 2020",1999,106,"Armed with an ingenious arsenal, two top-notch government agents are tasked with tracking down a diabolical scientist in this futuristic Western.",Action
+s7625,Movie,Wildlife,Paul Dano,"Carey Mulligan, Ed Oxenbould, Bill Camp, Jake Gyllenhaal, Mollie Milligan, Darryl Cox",United States,"September 1, 2020",2018,105,"A teen’s life in 1960 Montana grows complicated when his father is fired, his mother returns to work, and the strain on the family begins to show.",Dramas
+s7626,Movie,Wildling,Fritz Böhm,"Bel Powley, Brad Dourif, Liv Tyler, Collin Kelly-Sordelet, James Le Gros",United States,"April 1, 2020",2018,93,"Confined to an attic for years by a man claiming to be her protector, teenage Anna is liberated and begins learning the rest of her terrifying story.",Horror Movies
+s7628,Movie,Willy and the Guardians of the Lake: Tales from the Lakeside Winter Adventure,Zsolt Pálfi,"Csongor Szalay, Anna Kubik, Sári Vida, András Faragó, Róbert Bolla",Hungary,"March 27, 2020",2019,72,"As winter approaches the lake, a common threat rattles the Verdies and Grimps as Willy Whistle looks to seize his chance to become a guardian.",Children
+s7629,Movie,Willy Wonka & the Chocolate Factory,Mel Stuart,"Gene Wilder, Jack Albertson, Peter Ostrum, Roy Kinnear, Julie Dawn Cole, Leonard Stone, Denise Nickerson, Dodo Denney, Paris Themmen, Ursula Reit",United States,"January 1, 2020",1971,100,Zany Willy Wonka causes a stir when he announces that golden tickets hidden inside his candy bars will admit holders into his secret confectionary.,Children
+s7630,Movie,Win It All,Joe Swanberg,"Jake Johnson, Aislinn Derbez, Joe Lo Truglio, Keegan-Michael Key, Nicky Excitement",United States,"April 7, 2017",2017,89,"After losing $50,000 that wasn't his, gambling addict Eddie starts to rebuild his life. But an unwelcome surprise pushes him toward his old ways.",Comedies
+s7632,Movie,Winchester,"Michael Spierig, Peter Spierig","Helen Mirren, Jason Clarke, Sarah Snook, Angus Sampson, Finn Scicluna-O'Prey, Laura Brent, Tyler Coppin, Eamon Farren, Bruce Spence",Australia,"July 1, 2020",2018,100,The heiress to a vast firearms fortune constructs a mansion with a maze-like interior to ward off the spirits of those killed by her family's product.,Horror Movies
+s7633,Movie,Wine Country,Amy Poehler,"Amy Poehler, Maya Rudolph, Ana Gasteyer, Rachel Dratch, Paula Pell, Emily Spivey, Tina Fey, Jason Schwartzman",United States,"May 10, 2019",2019,104,"When longtime friends meet up for a wine-soaked birthday getaway in Napa Valley, their perfectly planned weekend turns messier by the minute.",Comedies
+s7636,Movie,Winter of Our Dreams,John Duigan,"Judy Davis, Bryan Brown, Cathy Downes, Baz Luhrmann, Peter Mochrie, Mervyn Drake, Margie McCrae",Australia,"November 1, 2016",1981,86,"After the death of a long-ago lover, married philanderer Rob tracks down her friend, a drug-addicted prostitute desperate to escape her dead-end life.",Classic Movies
+s7639,Movie,Winter's Bone,Debra Granik,"Jennifer Lawrence, John Hawkes, Kevin Breznahan, Dale Dickey, Garret Dillahunt, Sheryl Lee, Lauren Sweetser, Tate Taylor",United States,"March 1, 2019",2010,100,"In this unflinching noir drama, a resilient teen goes on the trail of her missing, drug-dealing father when his absence threatens the family's safety.",Dramas
+s7641,Movie,Wira,Adrian Teh,"Hairul Azreen, Fify Azmi, Ismi Melinda, Hilal Azman, Dain Said, Yayan Ruhian, Henley Hii, Josiah Hogan",Malaysia,"June 15, 2020",2019,108,"After a long stint in the army, an ex-lieutenant returns home and enters an underground MMA match to take on a local mobster and protect his family.",Action
+s7642,Movie,Wish I Was Here,Zach Braff,"Zach Braff, Kate Hudson, Donald Faison, Joey King, Josh Gad, Jim Parsons, Pierce Gagnon, Mandy Patinkin, Ashley Greene, Michael Weston",United States,"August 16, 2018",2014,106,"With his acting career moribund, Aidan Bloom steers a new tack in life, taking over his children's education when private school becomes too costly.",Comedies
+s7643,Movie,Wish Man,Theo Davies,"Andrew Steel, Kirby Bliss Blanton, Tom Sizemore, Danny Trejo, Frank Whaley, Robert Pine, Fay Masterson, Steven Michael Quezada, Bruce Davison, Dale Dickey, Kenny Roberts, Colin Edwards, Casey Stoner, Freddie Spencer",United States,"December 3, 2019",2019,108,"After surviving a life-threatening accident, a troubled cop finds new purpose when he bonds with a terminally ill little boy. Based on a true story.",Children
+s7647,Movie,Withdrawn,Adrian Murray,"Aaron Keogh, Molly Reisman, Dean Tardioli, Greg Wasylyszn, Adrian Murray, Kelly Paoli, Earl Oliveros, Hallie Burt",Canada,"May 1, 2018",2017,74,"Unable to pay bills and unwilling to change his slacker lifestyle, twentysomething Aaron hatches a defrauding scheme when he finds a lost credit card.",Dramas
+s7649,Movie,Wives on Strike,Omoni Oboli,"Omoni Oboli, Kenneth Okonkwo, Kalu Ikeagwu, Uche Jumbo, Ufoma Ejenobor, Julius Agu, Udoka Oyeka, Chioma Chukwuka-Akpotha, Kehinde Bankole",Nigeria,"December 6, 2019",2016,92,"A group of local women band together to save a terrified young girl from marriage, launching a hilarious strike against their frustrated husbands.",Comedies
+s7650,Movie,Wives on Strike: The Revolution,Omoni Oboli,"Uche Jumbo, Omoni Oboli, Sola Sobowale, Chioma Chukwuka-Akpotha, Ufuoma McDermott, Odunlade Adekola, Kalu Ikeagwu, Kenneth Okonkwo",United Kingdom,"December 6, 2019",2017,93,"After a woman is severely beaten at home, her strong-willed friends take a stand against their husbands to seek justice for domestic abuse victims.",Comedies
+s7653,Movie,Wolves,Bart Freundlich,"Michael Shannon, Carla Gugino, Taylor John Smith, Chris Bauer, John Douglas Thompson, Zazie Beetz, Wayne Duvall, Christopher Meyer, Richard Kohnke",United States,"March 29, 2019",2016,109,A promising high school basketball player has his eye on an Ivy League scholarship. But his father's secret addictions could ruin everything.,Dramas
+s7655,Movie,Women of Mafia 2,Patryk Vega,"Angie Cepeda, Agnieszka Dygant, Aleksandra Grabowska, Aleksandra Popławska, Katarzyna Warnke, Piotr Adamczyk, Enrique Arce, Amin Bensalem, Wojciech Bocianowski, Janusz Chabior",Poland,"January 14, 2020",2019,132,"When a major drug deal goes sour, the queen of the Warsaw underworld must contend with a rival criminal, a crossed ally and a religious fighter.",Action
+s7658,Movie,Woodshock,"Kate Mulleavy, Laura Mulleavy","Kirsten Dunst, Joe Cole, Pilou Asbæk, Jack Kilmer, Steph DuVall, Susan Traylor, Joel McCoy, Michael Pavlicek",United States,"June 21, 2020",2017,101,"Shattered after her mother's death, a woman floats away from reality under the effect of a potent, hallucinatory drug as her life decays into chaos.",Dramas
+s7660,Movie,Woody Woodpecker,Alex Zamm,"Timothy Omundson, Thaila Ayala, Eric Bauza, Graham Verchere, Jordana Largy, Scott McNeil, Adrian Glynn McMorran, Chelsea Miller, Sean Tyson",United States,"February 6, 2018",2017,91,A rascally bird with a distinctive laugh pecks back with a vengeance when his forest habitat is threatened by a slick lawyer building his dream home.,Children
+s7663,Movie,Work It,Laura Terruso,"Sabrina Carpenter, Jordan Fisher, Liza Koshy, Keiynan Lonsdale, Michelle Buteau, Drew Ray Tanner",United States,"August 7, 2020",2020,94,A brilliant but clumsy high school senior vows to get into her late father’s alma mater by transforming herself and a misfit squad into dance champions.,Comedies
+s7666,Movie,World Famous Lover,Kranthi Madhav,"Vijay Deverakonda, Raashi Khanna, Aishwarya Rajesh, Catherine Tresa, Izabelle Leite",India,"April 15, 2020",2020,147,"When his frustrated girlfriend decides to leave him, a struggling writer gets down to work on stories of romance he hopes will win her back.",Dramas
+s7667,TV Show,World of Winx,Iginio Straffi,"Haven Paschall, Alysha Deslorieux, Jessica Paquet, Eileen Stevens, Kate Bristol, Saskia Maarleveld, Brittany Pressley, Billy Bob Thompson, Marc Thompson, Suzy Myers, Jason Griffith, Samara Naeymi, Wayne Grayson, Alyson Leigh Rosenfeld, Abe Goldfarb, Lisa Flanagan",Italy,"June 16, 2017",2017,2,"The reality show ""WOW!"" engages the Winx in their mission, starting an undercover, worldly journey in order to make talented kids' dreams come true.",Kids
+s7668,Movie,World Trade Center,Oliver Stone,"Nicolas Cage, Michael Peña, Maggie Gyllenhaal, Maria Bello, Stephen Dorff, Jay Hernandez, Michael Shannon, Frank Whaley, Jon Bernthal, Morgan Flynn, Nick Damici, Viola Davis, William Mapother",United States,"November 20, 2019",2006,129,"Working under treacherous conditions, an army of dedicated rescuers struggles to find anyone who survived the World Trade Center's tragic collapse.",Action
+s7674,Movie,Would You Rather,David Guy Levy,"Brittany Snow, Jeffrey Combs, Jonny Coyne, Lawrence Gilliard Jr., Enver Gjokaj, Sasha Grey, John Heard, Charlie Hofheimer, Logan Miller, June Squibb, Eddie Steeples, Robin Lord Taylor, Robb Wells",United States,"June 5, 2019",2013,93,"In need of cash to help her sick brother, a young woman agrees to take part in a lethal winner-takes-all parlor game hosted by a sadistic millionaire.",Horror Movies
+s7676,Movie,Wrong No.,Yasir Nawaz,"Javed Sheikh, Danish Taimoor, Janita Asma, Nayyar Ejaz, Qavi Khan, Shafqat Cheema, Sohai Ali Abro, Nadeem Jafri",Pakistan,"July 1, 2017",2015,133,Two identical strangers pursue their respective dreams after exchanging lives and getting out from under the thumb of their controlling loved ones.,Comedies
+s7677,Movie,Wrong Side Raju,Mikhil Musale,"Pratik Gandhi, Kimberley Louisa McBeath, Asif Basra, Kavi Shastri, Hetal Puniwala, Ragi Jani, Makarand Shukla, Alok Gagdekar, Jayesh More, Siddharth Randeria, Kenneth Desai",India,"October 1, 2017",2016,140,The life of a chauffeur and part-time bootlegger takes a turn toward the dramatic when a girl approaches him to buy illicit alcohol.,Dramas
+s7681,Movie,Wyatt Cenac: Brooklyn,Wyatt Cenac,Wyatt Cenac,United States,"October 21, 2014",2014,68,Wyatt Cenac heads to Brooklyn to share his observations on the borough that's the backdrop for three sitcoms and a reality show about cheesemongers.,Stand-Up
+s7682,Movie,Wyatt Earp,Lawrence Kasdan,"Kevin Costner, Dennis Quaid, Gene Hackman, David Andrews, Linden Ashby, Jeff Fahey, Joanna Going, Mark Harmon, Michael Madsen, Catherine O'Hara, Bill Pullman, Isabella Rossellini, Tom Sizemore",United States,"January 1, 2020",1994,191,"Legendary lawman Wyatt Earp is continually at odds with a gang of renegade cowboys, culminating in a fiery showdown with the outlaws at the OK Corral.",Action
+s7684,Movie,X Large,Sherif Arafa,"Ahmed Helmy, Donia Samir Ghanim, Ibrahim Nasr, Yasmin Raeis, Saeed Tarabeek",Egypt,"June 2, 2020",2011,135,"After he is rejected by the woman he loves and obesity-related issues kill his uncle, a lonely, overweight artist undergoes a major transformation.",Comedies
+s7685,Movie,X: Past Is Present,"Hemant Gaba, Pratim D. Gupta, Sudhish Kamath, Nalan Kumarasamy, Anu Menon, Sandeep Mohan, Qaushiq Mukherjee, Rajshree Ojha, Raja Sen, Abhinav Shiv Tiwari, Suparn Verma","Anshuman Jha, Rajat Kapoor, Pooja Ruparel, Piaa Bajpai, Huma Qureshi, Usha Uthup, Radhika Apte, Swara Bhaskar",India,"July 1, 2016",2015,105,"When a middle-aged filmmaker meets an alluring stranger at a party, he's haunted by troubling memories of his past relationships.",Dramas
+s7686,Movie,XOXO,Christopher Louie,"Sarah Hyland, Graham Phillips, Chris D'Elia, Hayley Kiyoko, Brett DelBuono, Ryan Hansen, Ian Anthony Dale, Ione Skye, Colin Woodell, LaMonica Garrett, Brianne Howey",United States,"August 26, 2016",2016,92,"The lives of a budding DJ, his loyal pal, a hopeless romantic, a jaded has-been and a troubled couple intersect at an electronic dance music festival.",Dramas
+s7688,Movie,XX,"Jovanka Vuckovic, Annie Clark, Roxanne Benjamin, Karyn Kusama","Natalie Brown, Jonathan Watton, Melanie Lynskey, Lindsay Burdge, Sheila Vand, Casey Adams, Breeda Wool, Angela Trimbur, Morgan Krantz, Christina Kirk, Kyle Allen, Mike Doyle",Canada,"June 22, 2017",2017,81,This four-part anthology of short horror films features stories that include some traditional themes but all are shown from a female point of view.,Horror Movies
+s7689,Movie,XXx,Rob Cohen,"Vin Diesel, Asia Argento, Marton Csokas, Samuel L. Jackson, Danny Trejo, Michael Roof, Tom Everett, Richy Müller, William Hope, Werner Daehn",United States,"January 1, 2019",2002,124,A notorious underground rush-seeker deemed untouchable by the law is coerced into cooperating with the government to infiltrate a Russian crime ring.,Action
+s7690,Movie,XXX: State of the Union,Lee Tamahori,"Ice Cube, Samuel L. Jackson, Willem Dafoe, Scott Speedman, Peter Strauss, Xzibit, Michael Roof, Sunny Mabrey, Nona Gaye, John Gleeson Connolly",United States,"January 1, 2019",2005,101,"In this action-packed follow-up to XXX, U.S. intelligence officer Augustus Gibbons must thwart a massive conspiracy to overthrow the government.",Action
+s7691,Movie,Y Tu Mamá También,Alfonso Cuarón,"Maribel Verdú, Gael García Bernal, Diego Luna, Daniel Giménez Cacho, Ana López Mercado, Nathan Grinberg, Verónica Langer, María Aura, Giselle Audirac, Arturo Ríos, Andrés Almeida, Diana Bracho, Emilio Echevarría",Mexico,"June 1, 2017",2001,106,"When rich teens Tenoch and Julio meet the alluring, older Luisa, they try to impress her with stories of a road trip, then convince her to join them.",Dramas
+s7692,Movie,Y.M.I.: Yeh Mera India,N. Chandra,"Anupam Kher, Atul Kulkarni, Aakash Pandey, Milind Gunaji, Perizaad Zorabian, Smiley Suri, Parvin Dabas, Rajit Kapoor, Purab Kohli, Rajpal Yadav, Sarika, Sayaji Shinde, Seema Biswas, Vijay Raaz, Ashwin Mushran, Veerendra Saxena, Siddhant Karnick",India,"March 1, 2018",2008,137,"The lives of a middle-aged soap opera addict, an ambitious career woman, a fervent activist and nine others from different walks of Indian life intersect in Mumbai. But this vibrant melting pot threatens to bubble over with bias and bigotry.",Dramas
+s7694,Movie,Yaadein,Subhash Ghai,"Jackie Shroff, Hrithik Roshan, Kareena Kapoor, Amrish Puri, Kiran Rathod, Rati Agnihotri, Supriya Karnik, Anang Desai",India,"March 1, 2018",2001,171,"Two young lovers set out to overcome the obstacles that stand in the way of their marriage, beginning with the objections of the girl's father.",Dramas
+s7695,Movie,Yaar Gaddar,Umesh Mehra,"Mithun Chakraborty, Saif Ali Khan, Somy Ali, Prem Chopra, Gulshan Grover, Puneet Issar, Himani Shivpuri, Johnny Lever, Yunus Parvez, Umesh Shukla",India,"July 1, 2017",1994,148,"When his brother becomes involved in a deadly bank robbery, a heartbroken cop vows to track down and retrieve his wayward sibling – dead or alive.",Dramas
+s7696,Movie,Yaara O Dildaara,Ksshitij Chaudhary,"Harbhajan Mann, Tulip Joshi, Kabir Bedi, Gulzar Chahal, Jonita, Gurpreet Ghuggi, Gurpreet Grewal, Neena Cheema, Sunita Dhir",India,"November 1, 2017",2011,132,The patriarch of a wealthy family with one industrious son and one who's a playboy arranges for the marriage of one to the woman the other loves.,Dramas
+s7697,Movie,Yamla Pagla Deewana 2,Sangeeth Sivan,"Dharmendra, Sunny Deol, Bobby Deol, Neha Sharma, Kristina Akheeva, Annu Kapoor, Johnny Lever, Sucheta Khanna, Aidan Cook, Anupam Kher",India,"May 1, 2017",2013,147,"Up to his old tricks, con man Dharam poses as a millionaire to get his younger son married to the daughter of a wealthy businessman.",Action
+s7698,Movie,Yanda Kartavya Aahe,Kedar Shinde,"Ankush Choudhary, Smita Shewale, Mohan Joshi, Atmaram Bhende, Asha Bhende",India,"January 1, 2018",2006,151,"Thanks to an arranged marriage that was designed to make an ailing grandmother happy, newlyweds Rahul and Swati are virtually strangers. Can a four-day honeymoon make a difference when it comes to the couple's feelings about each other?",Comedies
+s7701,Movie,يوم الدين,Abu Bakr Shawky,"Rady Gamal, Ahmed Abdelhafiz, Shahira Fahmy, Shehab Ibrahim, Mohamed Abd El Azim, Osama Abdullah, Khaled Raafat, Mohamed Qishta, Shoq Emara, Mahmoud Fares",Egypt,"October 22, 2019",2018,97,"A man cured of leprosy and a young orphan leave their colony for the first time to travel across Egypt, hoping to find the families they lost.",Dramas
+s7702,Movie,Yeh Ballet,Sooni Taraporevala,"Julian Sands, Manish Chauhan, Achintya Bose, Jim Sarbh, Danish Husain, Vijay Maurya, Heeba Shah, Kalyanee Mulay",India,"February 21, 2020",2020,117,"Discovered by an eccentric ballet master, two gifted but underprivileged Mumbai teens face bigotry and disapproval as they pursue their dancing dreams.",Dramas
+s7705,Movie,Yellowbird,Christian De Vita,"Dakota Fanning, Seth Green, Christine Baranski, Zachary Gordon, Richard Kind, Danny Glover, Elliott Gould, Ryan Lee, Jim Rash, Yvette Nicole Brown, Kostja Ullmann",France,"August 5, 2015",2014,90,"An orphaned bird tags along with a flock on their long migration to Africa and becomes a hero when his newfound ""family"" runs into trouble.",Children
+s7706,Movie,Yes Man,Peyton Reed,"Jim Carrey, Zooey Deschanel, Bradley Cooper, John Michael Higgins, Rhys Darby, Danny Masterson, Fionnula Flanagan, Terence Stamp, Sasha Alexander, Molly Sims",United States,"January 1, 2020",2008,104,"After a bitter divorce, a bank drone falls under the sway of a self-help guru who urges him to say yes to everything that comes his way for a year.",Comedies
+s7707,Movie,Yes or No,Saratswadee Wongsomphet,"Sushar Manaying, Supanart Jittaleela, Arisara Thongborisut, Soranut Yupanun, Inthira Yeunyong",Thailand,"December 6, 2018",2010,111,"Traditional girl Pie is initially uncomfortable with her tomboyish new roommate. But as time goes on, she finds herself increasingly attracted to her.",International Movies
+s7708,Movie,Yes or No 2,Saratswadee Wongsomphet,"Supanart Jittaleela, Sushar Manaying, Nisa Boonsantear, Apittha Khlaiudom, Apapattra Meesang",Thailand,"November 8, 2018",2012,112,"No longer university girls, Kim and Pie face new hurdles in their relationship, including work, new friends and other distractions.",International Movies
+s7709,Movie,Yes or No 2.5,Kirati Nakintanon,"Supanart Jittaleela, Pimpakan Bangchawong, Chansakorn Kittiwattanakorn, Sunanta Yoonniyom",Thailand,"November 8, 2018",2015,107,"Roommates Wine and Pie find their lives turned upside down when two more ladies move in next door, bringing up past heartaches and new attractions.",International Movies
+s7711,Movie,"Yes, God, Yes",Karen Maine,"Natalia Dyer, Timothy Simons, Wolfgang Novogratz, Francesca Reale, Susan Blackwell, Alisha Boe, Donna Lynne Champlin, Parker Wierling",United States,"October 22, 2020",2020,78,"A devoutly religious teen grapples with her own sexual awakening, and attends a Catholic school retreat in the hopes of suppressing her newfound urges.",Comedies
+s7714,Movie,Yo-Kai Watch: The Movie,Mark Risley,"Johnny Yong Bosch, Joey D'Auria, Alicyn Packard, Melissa Hutchison, Paul Greenberg, Brent Pendergrass",Japan,"December 1, 2016",2016,96,"Nate's special Yo-Kai Watch is missing. He travels back in time to meet the watch's inventor, his grandfather. Together, they must restore history!",Anime Features
+s7715,Movie,Yoga Hosers,Kevin Smith,"Harley Quinn Smith, Lily-Rose Depp, Johnny Depp, Justin Long, Austin Butler, Tyler Posey, Stan Lee, Jason Mewes, Adam Brody, Haley Joel Osment, Genesis Rodriguez",United States,"December 2, 2016",2016,88,"With an all-important high school party at stake, two teen yoga fanatics enlist a man hunter to help fight an army of monsters created by Nazis.",Comedies
+s7719,Movie,Yoo Byung Jae: Discomfort Zone,Y. Joon Chung,Yoo Byung Jae,South Korea,"August 17, 2018",2018,54,Daring comedian Yoo Byung-jae connects criticism he's received from the general public to some of the most touchy issues in current Korean society.,Stand-Up
+s7722,TV Show,You,Lee Toland Krieger,"Penn Badgley, Elizabeth Lail, Shay Mitchell, John Stamos, Luca Padovan, Zach Cherry",United States,"December 26, 2019",2019,2,"Obsessed with an aspiring writer, a charming bookstore manager goes to extreme measures to insert himself into her life.",Crime TV
+s7723,Movie,You Are My Home,Amanda Raymond,"Alyssa Milano, Angel Parker, Cristián de la Fuente, Eva Ariel Binder, Joel Steingold",United States,"December 4, 2020",2020,93,"After becoming separated from her family, a young girl finds herself in the care of a heartbroken woman who faces her own struggles.",Children
+s7724,Movie,You Can Tutu,James Brown,"Lily O'Regan, Jeannettsy Enriquez Borges, Joeley Gibson, Zahra Hassan Malik, Cleo Badcock, Stuart Manning, Ali Bastian, Amanda Holt",United Kingdom,"December 31, 2017",2017,87,A gifted young ballet dancer struggles to find her footing in an uptight ballet school that brings her and her family to a brand-new neighborhood.,Children
+s7725,Movie,You Can’t Fight Christmas,Kenny Young,"Brely Evans, Andra Fuller, Persia White, Porscha Coleman, Travis Winfrey, Nathan Davis Jr., Dedrick Bonner, Matthew Jones, Larry Poindexter, Richard Gant, Marla Gibbs",United States,"December 19, 2017",2017,85,"After stepping in to revitalize his family's hotel, a money-minded businessman clashes with the hotel's cheery, Christmas-loving decorator.",Comedies
+s7727,Movie,You Carry Me,Ivona Juka,"Lana Baric, Vojislav Brajovic, Natasa Janjic, Goran Hajdukovic, Helena Beljan, Juraj Dabic, Natasa Dorcic, Sebastian Cavazza, Ana Begic, Krunoslav Saric",Croatia,"July 1, 2016",2015,157,"A soap opera producer, director and makeup artist each face wrenching family turmoil, from teen rebellion and marital infidelity to Alzheimer's.",Dramas
+s7728,Movie,You Changed My Life,Cathy Garcia-Molina,"John Lloyd Cruz, Sarah Geronimo, Rayver Cruz, Dante Rivero, Rowell Santiago, Al Tantay, Irma Adlawan, Bernard Palanca, Matet De Leon, Joross Gamboa",Philippines,"February 27, 2019",2009,116,"Laida and Miggy think they've found perfect happiness with each other, until their burgeoning careers force them into a long-distance relationship.",Comedies
+s7729,Movie,You Don't Mess with the Zohan,Dennis Dugan,"Adam Sandler, John Turturro, Emmanuelle Chriqui, Nick Swardson, Lainie Kazan, Ido Mosseri, Rob Schneider, Dave Matthews, Michael Buffer, Charlotte Rae",United States,"September 1, 2019",2008,113,An Israeli counterterrorism soldier with a secretly fabulous ambition to become a Manhattan hairstylist will do anything to make his dreams come true.,Action
+s7730,Movie,You Get Me,Brent Bonacorso,"Bella Thorne, Halston Sage, Taylor John Smith, Nash Grier, Anna Akana, Kathryn Morris, Brigid Brannagh, Kimberly Williams-Paisley, Tyler Hanson",United States,"June 23, 2017",2017,89,"After a one-night stand, Holly develops a dangerous obsession with Tyler and transfers to his high school, desperate to keep their ""romance"" alive.",Dramas
+s7732,Movie,You're Everything To Me,Tolga Örnek,"Tolga Çevik, Cengiz Bozkurt, Melis Birkan, Tuna Çevik",Turkey,"February 15, 2019",2016,107,"When an old fling shows up with their infant child, a dallying man-child must take on the role of father and create a fairytale world for his daughter.",Comedies
+s7733,Movie,You're My Boss,Antoinette Jadaone,"Toni Gonzaga, Coco Martin, Freddie Webb, JM de Guzman, Gloria Sevilla, Noel Trinidad, Adam Chan, Pepe Herrera, Jerald Napoles",Philippines,"September 4, 2020",2015,117,"Pong, a corporate assistant, poses as his company’s president in order to help Georgina, a marketing executive, close a crucial business deal.",Comedies
+s7735,Movie,You've Got This,Salvador Espinosa,"Mauricio Ochmann, Esmeralda Pimentel, Matteo Giannini, Regina Reynoso, Juan Martín Jauregui, Tato Alexander, Verónica Bravo, Fernando Becerril, Moisés Arizmendi, Tiaré Scanda, Mariana Cabrera, Montserrat Marañón, Verónica Langer",Mexico,"October 2, 2020",2020,112,An ad creative and a successful exec have a great marriage — until he wants to be a dad just as her star is rising. Then he brings someone new home.,Comedies
+s7737,Movie,Young Adult,Jason Reitman,"Charlize Theron, Patton Oswalt, Patrick Wilson, Elizabeth Reaser, Jill Eikenberry, Mary Beth Hurt, Collette Wolfe, Richard Bekins, Kate Nowlin",United States,"November 20, 2019",2011,94,"When a divorced writer gets a letter from an old boyfriend announcing his wife's had a baby, she returns to her hometown to reconnect with her ex.",Comedies
+s7738,Movie,Young Tiger,Mu Chu,"Qiu Yuen, Charlie Chin, Jackie Chan, Hu Chin, Nan Chiang",Hong Kong,"November 1, 2016",1973,81,"Aided only by a tough female police officer, a Hong Kong taxi driver tries to escape from gangsters pursuing incriminating evidence left in his cab.",Action
+s7742,Movie,Your Name Engraved Herein,Liu Kuang-hui,"Edward Chen, Tseng Ching-hua, Leon Dai, Jason Wang, Fabio Grangeon, Mimi Shao, Barry Qu, Erek Lin, Honduras, Lotus Wang",Taiwan,"December 23, 2020",2020,115,"In 1987, as martial law ends in Taiwan, Jia-han and Birdy fall in love amid family pressure, homophobia and social stigma.",Dramas
+s7743,Movie,Your Son,Miguel Ángel Vivas,"José Coronado, Ana Wagener, Asia Ortega, Pol Monen, Ester Expósito",Spain,"March 1, 2019",2018,103,"After his son is brutally beaten outside a nightclub, a surgeon takes the law into his own hands and seeks vengeance against the perpetrators.",Dramas
+s7745,Movie,"Yours Sincerely, Kanan Gill",Neville Shah,Kanan Gill,India,"April 24, 2020",2020,72,"Revisiting life goals set in a letter written as a teen to his future self, comedian Kanan Gill reports back on if he's lived up to his own expectations.",Stand-Up
+s7746,Movie,"Yours, Mine and Ours",Raja Gosnell,"Dennis Quaid, Rene Russo, Sean Faris, Katija Pevec, Dean Collins, Tyler Patrick Jones, Haley Ramm, Brecken Palmer, Bridger Palmer, Ty Panitz",United States,"November 20, 2019",2005,88,"When a father of eight and a mother of 10 prepare to wed, the couple's children attempt to sabotage the union in this remake of a 1968 comedy.",Children
+s7748,Movie,اشتباك,Mohamed Diab,"Nelly Karim, Hany Adel, Tarek Abdel Aziz, Ahmed Malek, Ahmed Dash, Husni Sheta, Aly Eltayeb, Amr El Kady, Mohamed Abd El Azim, Gameel Barsoum, Ashraf Hamdy",Egypt,"October 11, 2018",2016,98,"Amid the tumult following Egyptian President Morsi's ouster, demonstrators from divergent backgrounds are brought together inside a police truck.",Dramas
+s7749,Movie,الف مبروك,Ahmed Nader Galal,"Ahmed Helmy, Laila Ezz El Arab, Mahmoud El Fishawy, Mohamed Farraag, Sarrah Abdelrahman, Rahma Hassan, Amir Salah, Hany El Sabagh",Egypt,"April 25, 2020",2009,115,"On his wedding day, an arrogant, greedy accountant experiences a series of calamities that keep replaying as he lives the same day over and over again.",Comedies
+s7752,Movie,Yucatán,Daniel Monzón,"Luis Tosar, Rodrigo de la Serna, Joan Pera, Stephanie Cayo, Gloria Muñoz, Adrián Núñez, Alicia Fernández, Jorge Asín, Agustín Jiménez, Lupe Cartié Roda, Txell Aixendri, Xavi Lite, Alejandro Vera, João Lagarto",Spain,"February 15, 2019",2018,130,Competing con artists attempt to creatively and ruthlessly swindle a fatherly lottery winner while on a lively cruise from Spain to Mexico.,Comedies
+s7755,Movie,Yuva,Mani Ratnam,"Ajay Devgn, Abhishek Bachchan, Vivek Oberoi, Esha Deol, Kareena Kapoor, Rani Mukerji, Loveleen Mishra, Anant Nag, Om Puri, Vijay Raaz, Sonu Sood",India,"March 1, 2018",2004,160,"An accident on a bridge ties together three young men from different social classes, sparking a course of events that will forever alter their lives.",Dramas
+s7758,Movie,Zach Galifianakis: Live at the Purple Onion,Michael Blieden,"Zach Galifianakis, Brian Unger",United States,"February 26, 2019",2006,61,"The unorthodox, piano-playing stand-up star Zach Galifianakis makes a splash on the scene and serves up a healthy dose of his signature wit.",Stand-Up
+s7759,Movie,Zack and Miri Make a Porno,Kevin Smith,"Seth Rogen, Elizabeth Banks, Craig Robinson, Jason Mewes, Jeff Anderson, Traci Lords, Katie Morgan, Ricky Mabe, Justin Long, Brandon Routh, Tyler Labine, Tom Savini, Tisha Campbell-Martin, Jennifer Schwalbach, Gerry Bednob",United States,"October 1, 2018",2008,101,Zack and Miri make and star in an adult film to bring in easy money. But their unspoken feelings for each other might threaten the whole enterprise.,Comedies
+s7761,Movie,Zaki Chan,Wael Ihsan,"Ahmed Helmy, Yasmin Abdulaziz, Hassan Hosny, Hasan Kami",Egypt,"May 19, 2020",2005,109,An unqualified young man has his work cut out for him when he is hired as a rich girl’s bodyguard to keep her from the boyfriend her dad disapproves of.,Comedies
+s7762,Movie,Zapped,Peter DeLuise,"Zendaya, Chanelle Peloso, Spencer Boldman, Emilia McCarthy, Adam DiMarco, William Ainscough, Aleks Paunovic, Lucia Walters",Canada,"February 1, 2017",2014,92,A girl discovers a dog-training app that can get boys to obey her every command. But she soon learns that it isn't the cure-all she had hoped for.,Children
+s7763,Movie,Zed Plus,Chandra Prakash Dwivedi,"Adil Hussain, Mona Singh, K.K. Raina, Sanjay Mishra, Anil Rastogi, Ravi Jhankal, Kulbhushan Kharbanda, Ekavali Khanna, Mukesh Tiwari, Vinod Acharya",India,"December 31, 2019",2014,131,A philandering small-town mechanic's political ambitions are sparked when the visiting prime minister mistakenly grants him special security clearance.,Comedies
+s7764,Movie,Zenda,Avadhoot Gupte,"Santosh Juvekar, Siddharth Chandekar, Sachit Patil, Chinmay Mandlekar, Rajesh Shringarpure, Pushkar Shrotri, Tejashree Pradhan, Neha Joshi",India,"February 15, 2018",2009,120,A change in the leadership of a political party sparks bitter conflict and the party's division into two rival factions.,Dramas
+s7765,Movie,Zero,Aanand Rai,"Shah Rukh Khan, Anushka Sharma, Katrina Kaif, Mohammed Zeeshan Ayyub, Tigmanshu Dhulia, Sheeba Chaddha, Brijendra Kala, Mallika Dua, Abhay Deol, Madhavan",India,"May 21, 2019",2018,159,"Through his relationships with two wildly different women, a vertically challenged bachelor with a larger-than-life persona must discover his purpose.",Comedies
+s7769,Movie,Zindagi Kitni Haseen Hay,Anjum Shahzad,"Feroze Khan, Sajal Ali, Jibrayl Ahmed Rajput, Alyy Khan, Shafqat Cheema, Nayyar Ejaz, Rashid Farooqi",Pakistan,"October 1, 2018",2016,126,"Two young parents struggle to keep their marriage afloat and their son protected amidst financial woes, career goals and clashes of ego.",Dramas
+s7770,Movie,Zindagi Na Milegi Dobara,Zoya Akhtar,"Hrithik Roshan, Abhay Deol, Farhan Akhtar, Katrina Kaif, Kalki Koechlin, Deepti Naval, Naseeruddin Shah, Ariadna Cabrol",India,"December 15, 2019",2011,154,Three friends on an adventurous road trip/bachelor party in Spain learn some lessons about themselves and each other that will change them forever.,Comedies
+s7771,Movie,Zinzana,Majid Al Ansari,"Ali Suliman, Saleh Bakri, Yasa, Ali Al-Jabri, Mansoor Alfeeli, Ahd",United Arab,"March 9, 2016",2015,96,"Recovering alcoholic Talal wakes up inside a small-town police station cell, where he's subject to the mind games of a psychotic sadist.",Dramas
+s7772,Movie,Zion,Floyd Russ,Zion Clark,United States,"August 10, 2018",2018,12,"Born without legs and stuck in foster care for years, teen Zion Clark finds his calling when he pursues competitive wrestling. A documentary short.",Documentaries
+s7773,Movie,Zipi & Zape y la Isla del Capitan,Oskar Santos,"Teo Planell, Toni Gómez, Elena Anaya, Iria Castellano, Máximo Pastor, Ana Blanco de Córdova, Fermí Reixach, Jorge Bosch, Carolina Lapausa, Goizalde Núñez, Juan Codina",Spain,"July 1, 2017",2016,105,"At Christmas, Zip and Zap take a trip with their parents to a remote island, where a friendly woman runs a children's home and mystery awaits.",Children
+s7774,Movie,Zoé: Panoramas,"Rodrigo Guardiola, Gabriel Cruz Rivas","Sergio Acosta, Jesús Báez, Ángel Mosqueda, Rodrigo Guardiola, León Larregui",Mexico,"November 1, 2019",2016,89,This introspective rockumentary follows the career triumphs and intimate moments of legendary Mexican band Zoé as they embark on a global tour.,Documentaries
+s7775,Movie,Zodiac,David Fincher,"Mark Ruffalo, Jake Gyllenhaal, Robert Downey Jr., Anthony Edwards, Brian Cox, Elias Koteas, Donal Logue, John Carroll Lynch, Dermot Mulroney, Chloë Sevigny",United States,"November 20, 2019",2007,158,"A political cartoonist, a crime reporter and a pair of cops investigate San Francisco's infamous Zodiac Killer in this thriller based on a true story.",Cult Movies
+s7777,Movie,Zokkomon,Satyajit Bhatkal,"Darsheel Safary, Anupam Kher, Manjari Fadnis, Tinnu Anand, Sheeba Chaddha, S.M. Zaheer, Aayam Mehta, Gargi Datar, Jai Vyas",India,"November 1, 2018",2011,104,"When his cruel uncle abandons him, a young orphan learns to access the untapped superpowers that have been waiting within him all along.",Children
+s7779,Movie,Zombieland,Ruben Fleischer,"Jesse Eisenberg, Woody Harrelson, Emma Stone, Abigail Breslin, Amber Heard, Bill Murray, Derek Graf",United States,"November 1, 2019",2009,88,"Looking to survive in a world taken over by zombies, a dorky college student teams with an urban roughneck and a pair of grifter sisters.",Comedies
+s7781,Movie,Zoo,Shlok Sharma,"Shashank Arora, Shweta Tripathi, Rahul Kumar, Gopal K. Singh, Yogesh Kurme, Prince Daniel",India,"July 1, 2018",2018,94,"A drug dealer starts having doubts about his trade as his brother, his client, and two rappers from the slums each battle their own secret addictions.",Dramas
+s7782,Movie,Zoom,Peter Hewitt,"Tim Allen, Courteney Cox, Chevy Chase, Kate Mara, Ryan Newman, Michael Cassidy, Spencer Breslin, Rip Torn, Kevin Zegers",United States,"January 11, 2020",2006,88,"Dragged from civilian life, a former superhero must train a new crop of youthful saviors when the military preps for an attack by a familiar villain.",Children
+s7783,Movie,Zozo,Josef Fares,"Imad Creidi, Antoinette Turk, Elias Gergi, Carmen Lebbos, Viktor Axelsson, Charbel Iskandar, Yasmine Awad",Sweden,"October 19, 2020",2005,99,"When Lebanon's Civil War deprives Zozo of his family, he's left with grief and little means as he escapes to Sweden in search of his grandparents.",Dramas
+s7784,Movie,Zubaan,Mozez Singh,"Vicky Kaushal, Sarah-Jane Dias, Raaghav Chanana, Manish Chaudhary, Meghna Malik, Malkeet Rauni, Anita Shabdish, Chittaranjan Tripathy",India,"March 2, 2019",2015,111,"A scrappy but poor boy worms his way into a tycoon's dysfunctional family, while facing his fear of music and the truth about his past.",Dramas
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+school_name,borough,building_code,average_math,average_reading,average_writing,percent_tested
+"New Explorations into Science, Technology and Math High School",Manhattan,M022,657,601,601,
+Essex Street Academy,Manhattan,M445,395,411,387,78.9
+Lower Manhattan Arts Academy,Manhattan,M445,418,428,415,65.1
+High School for Dual Language and Asian Studies,Manhattan,M445,613,453,463,95.9
+Henry Street School for International Studies,Manhattan,M056,410,406,381,59.7
+Bard High School Early College,Manhattan,M097,634,641,639,70.8
+Urban Assembly Academy of Government and Law,Manhattan,M445,389,395,381,80.8
+Marta Valle High School,Manhattan,M025,438,413,394,35.6
+University Neighborhood High School,Manhattan,M446,437,355,352,69.9
+New Design High School,Manhattan,M445,381,396,372,73.7
+Pace High School,Manhattan,M131,430,435,427,87.8
+High School for Health Professions and Human Services,Manhattan,M475,452,445,430,86.9
+High School for Language and Diplomacy,Manhattan,M460,446,433,411,70.2
+International High School at Union Square,Manhattan,M460,403,330,316,53.2
+Institute for Collaborative Education,Manhattan,M475,501,550,541,78.6
+Gramercy Arts High School,Manhattan,M460,446,459,455,79.6
+Urban Assembly New York Harbor School,Manhattan,M877,446,453,428,78.8
+Richard R. Green High School of Teaching,Manhattan,M282,411,415,409,60.0
+Millennium High School,Manhattan,M824,577,560,567,94.0
+Urban Assembly School of Business for Young Women,Manhattan,M282,418,420,417,
+High School of Economics and Finance,Manhattan,M833,469,442,447,66.8
+Leadership and Public Service High School,Manhattan,M894,390,396,392,54.9
+East Side Community School,Manhattan,M060,454,428,445,85.2
+Baruch College Campus High School,Manhattan,M874,592,526,531,94.3
+School of the Future High School,Manhattan,M660,534,533,522,89.9
+Manhattan Village Academy,Manhattan,M873,522,479,510,98.8
+NYC Lab School for Collaborative Studies,Manhattan,M070,595,550,555,79.8
+Hudson High School of Learning Technologies,Manhattan,M440,378,407,388,71.8
+Manhattan Business Academy,Manhattan,M440,410,407,399,69.7
+Landmark High School,Manhattan,M440,386,386,386,30.6
+High School of Fashion Industries,Manhattan,M600,433,442,427,80.6
+NYC Museum School,Manhattan,M070,560,530,522,90.0
+Chelsea Career and Technical Education High School,Manhattan,M615,439,418,400,80.4
+NYC iSchool,Manhattan,M615,518,515,503,96.0
+Manhattan Academy for Arts and Language,Manhattan,M620,350,334,321,46.1
+Unity Center for Urban Technologies,Manhattan,M620,375,385,387,62.8
+Business of Sports School,Manhattan,M625,395,386,371,67.5
+Facing History School,Manhattan,M535,366,356,371,57.3
+High School of Hospitality Management,Manhattan,M535,451,433,424,
+Urban Assembly School of Design and Construction,Manhattan,M535,445,417,403,60.6
+High School for Environmental Studies,Manhattan,M834,469,454,444,74.0
+Art and Design High School,Manhattan,M488,455,475,458,70.1
+Manhattan Bridges High School,Manhattan,M535,409,360,347,84.4
+Urban Assembly Gateway School for Technology,Manhattan,M625,445,432,415,78.4
+Food and Finance High School,Manhattan,M535,428,435,421,52.0
+Eleanor Roosevelt High School,Manhattan,M855,641,617,631,86.0
+"High School for Arts, Imagination, and Inquiry",Manhattan,M490,375,389,380,58.8
+Urban Assembly School for Media Studies,Manhattan,M490,392,419,396,49.5
+Beacon High School,Manhattan,M837,583,586,595,82.8
+Fiorello H. LaGuardia High School of Music and Art and Performing Arts,Manhattan,M485,592,592,597,88.5
+High School of Arts and Technology,Manhattan,M490,421,428,406,44.4
+Manhattan / Hunter Science High School,Manhattan,M490,581,531,535,97.2
+"High School for Law, Advocacy, and Community Justice",Manhattan,M490,415,417,402,60.5
+Urban Assembly School for Green Careers,Manhattan,M470,393,371,378,60.0
+Frank McCourt High School,Manhattan,M470,489,491,500,89.1
+Global Learning Collaborative,Manhattan,M470,406,407,413,59.4
+Wadleigh Secondary School for the Performing and Visual Arts,Manhattan,M088,381,401,392,52.6
+Frederick Douglass Academy II Secondary School,Manhattan,M088,390,384,373,
+Columbia Secondary School,Manhattan,M125,583,561,546,88.2
+Academy for Social Action (College Board),Manhattan,M043,357,349,365,54.0
+Urban Assembly School for the Performing Arts,Manhattan,M043,379,399,388,76.7
+Heritage School,Manhattan,M107,385,380,370,56.8
+Central Park East High School,Manhattan,M013,483,468,439,97.9
+Park East High School,Manhattan,M495,429,433,435,89.6
+Young Women's Leadership School,Manhattan,M895,478,465,472,100.0
+Manhattan Center for Science and Mathematics,Manhattan,M435,556,505,495,87.6
+Mott Hall High School,Manhattan,M136,416,445,440,36.9
+Thurgood Marshall Academy for Learning and Social Change,Manhattan,M970,402,394,400,84.7
+"High School for Mathematics, Science, and Engineering at City College",Manhattan,M812,683,610,596,92.6
+A. Philip Randolph Campus High School,Manhattan,M540,459,453,447,74.0
+Gregorio Luperon High School for Science and Mathematics,Manhattan,M876,383,355,352,71.0
+Community Health Academy of the Heights,Manhattan,M814,387,389,385,55.3
+Washington Heights Expeditionary Learning School,Manhattan,M143,443,423,434,87.0
+Coalition School for Social Change,Manhattan,M045,344,368,367,40.5
+Repertory Company High School for Theatre Arts,Manhattan,M896,425,451,458,89.5
+Professional Performing Arts High School,Manhattan,M017,496,520,516,72.2
+Jacqueline Kennedy Onassis High School,Manhattan,M486,418,422,415,
+Murry Bergtraum High School for Business Careers,Manhattan,M520,418,415,398,44.3
+Frederick Douglass Academy,Manhattan,M010,463,452,450,65.1
+High School for Media and Communications,Manhattan,M465,378,381,383,33.0
+College Academy,Manhattan,M465,367,377,363,41.9
+High School for Law and Public Service,Manhattan,M465,401,394,381,44.1
+City College Academy of the Arts,Manhattan,M218,495,445,450,95.3
+High School for Health Careers and Sciences,Manhattan,M465,374,385,389,56.2
+Manhattan International High School,Manhattan,M480,438,358,382,58.6
+Talent Unlimited High School,Manhattan,M480,485,498,496,89.3
+Vanguard High School,Manhattan,M480,431,409,396,63.8
+Life Sciences Secondary School,Manhattan,M645,435,440,425,63.0
+Stuyvesant High School,Manhattan,M477,754,697,693,97.4
+Ralph R. McKee Career and Technical Education High School,Staten Island,R600,420,429,409,38.0
+Michael J. Petrides School,Staten Island,R880,483,473,470,79.2
+Curtis High School,Staten Island,R450,453,458,444,64.2
+Port Richmond High School,Staten Island,R445,432,427,425,44.6
+Staten Island Technical High School,Staten Island,R440,711,660,670,99.7
+New Dorp High School,Staten Island,R435,454,446,444,63.7
+Tottenville High School,Staten Island,R455,494,476,476,
+Susan E. Wagner High School,Staten Island,R460,496,490,487,66.3
+Gaynor McCown Expeditionary Learning School,Staten Island,R043,442,458,454,55.8
+CSI High School for International Studies,Staten Island,R043,477,468,464,83.5
+New Explorers High School,Bronx,X790,390,398,376,30.4
+"Bronx School for Law, Government, and Justice",Bronx,X460,403,409,415,63.8
+Urban Assembly School for Careers in Sports,Bronx,X790,402,405,395,55.5
+Bronx Leadership Academy II High School,Bronx,X790,384,355,361,61.3
+Urban Assembly Bronx Academy of Letters,Bronx,X183,398,400,405,57.8
+Health Opportunities High School,Bronx,X884,374,386,382,57.9
+Community School for Social Justice,Bronx,X884,380,382,362,38.4
+Alfred E. Smith Career and Technical Education High School,Bronx,X600,390,373,371,29.8
+Academy for Language and Technology,Bronx,X082,371,334,348,78.9
+South Bronx Preparatory (College Board),Bronx,X149,419,414,394,76.9
+International Community High School,Bronx,X139,345,338,312,58.2
+Hostos-Lincoln Academy of Science,Bronx,X162,463,451,435,80.0
+University Heights Secondary School,Bronx,X470,420,446,424,87.8
+Mott Haven Village Preparatory High School,Bronx,X470,377,373,369,44.9
+High School for Violin and Dance,Bronx,X400,363,401,396,31.3
+Bronx International High School,Bronx,X400,355,330,320,
+Bronx Career and College Preparatory High School,Bronx,X158,370,379,381,40.7
+Bronx Center for Science and Mathematics,Bronx,X002,513,468,485,73.9
+Bronx Early College Academy for Teaching and Learning,Bronx,X166,424,413,409,93.3
+Eximius College Preparatory Academy (College Board),Bronx,X002,400,391,397,78.2
+Bronx Latin,Bronx,X158,394,381,363,81.0
+School for Excellence,Bronx,X400,377,385,383,38.4
+Morris Academy for Collaborative Studies,Bronx,X400,407,389,386,44.8
+Frederick Douglass Academy III Secondary School,Bronx,X148,387,386,386,50.5
+Urban Assembly School for Applied Math and Science,Bronx,X970,445,418,422,87.8
+Bronx Collegiate Academy,Bronx,X410,395,401,382,45.5
+Mott Hall Bronx High School,Bronx,X970,417,399,398,46.2
+Bronx Leadership Academy High School,Bronx,X876,375,372,374,49.1
+Validus Preparatory Academy: An Expeditionary Learning School,Bronx,X970,382,375,384,59.2
+Bronx High School for Medical Science,Bronx,X410,431,421,426,83.9
+Eagle Academy for Young Men,Bronx,X465,398,410,397,65.7
+Bronx High School of Business,Bronx,X410,365,360,346,33.3
+DreamYard Preparatory School,Bronx,X410,385,385,388,51.1
+Theatre Arts Production Company School,Bronx,X137,402,421,410,77.7
+West Bronx Academy for the Future,Bronx,X435,404,383,378,
+Bronx High School for Law and Community Service,Bronx,X435,401,402,386,64.8
+Belmont Preparatory High School,Bronx,X435,413,408,402,55.3
+Fordham High School for the Arts,Bronx,X435,398,404,412,56.2
+Knowledge and Power Preparatory Academy International High School (KAPPA),Bronx,X435,408,417,404,66.7
+Fordham Leadership Academy for Business and Technology,Bronx,X435,355,373,368,44.3
+Metropolitan High School,Bronx,X099,387,388,386,65.9
+Holcombe L. Rucker School of Community Research,Bronx,X039,376,372,369,59.0
+Banana Kelly High School,Bronx,X039,378,391,378,25.7
+Bronx Studio School for Writers and Artists,Bronx,X392,417,412,403,71.6
+Peace and Diversity Academy,Bronx,X099,366,362,365,27.1
+East Bronx Academy for the Future,Bronx,X973,418,406,408,41.1
+Bronx Envision Academy,Bronx,X098,364,385,366,76.5
+Fannie Lou Hamer Freedom High School,Bronx,X878,345,347,339,75.0
+Explorations Academy,Bronx,X098,377,372,365,43.0
+Urban Assembly School for Wildlife Conservation,Bronx,X067,393,397,379,71.1
+Wings Academy,Bronx,X879,379,372,373,49.2
+Renaissance High School for Musical Theater and Technology,Bronx,X405,390,411,393,52.3
+Herbert H. Lehman High School,Bronx,X405,426,419,407,28.9
+Bronx High School for the Visual Arts,Bronx,X839,408,428,404,
+In-Tech Academy,Bronx,X368,426,419,404,85.9
+Bronx School of Law and Finance,Bronx,X475,384,394,366,48.3
+Bronx Engineering and Technology Academy,Bronx,X475,394,406,391,59.6
+Bronx Theatre High School,Bronx,X475,382,384,390,66.7
+Marble Hill High School for International Studies,Bronx,X475,451,417,423,92.9
+"Marie Curie School for Medicine, Nursing, and Health Professions",Bronx,X143,423,420,425,68.6
+Riverdale/Kingsbridge Academy,Bronx,X141,496,485,476,69.4
+New World High School,Bronx,X362,407,363,358,93.0
+Bronxwood Preparatory Academy,Bronx,X362,392,408,392,43.3
+Academy for Scholarship and Entrepreneurship (College Board),Bronx,X362,392,408,400,63.4
+High School for Contemporary Arts,Bronx,X425,367,381,361,41.0
+Bronx Aerospace High School,Bronx,X425,403,410,393,50.5
+Bronx Academy of Health Careers,Bronx,X425,386,380,391,59.4
+High School of Computers and Technology,Bronx,X425,396,399,377,65.6
+Bronx Lab School,Bronx,X425,407,416,401,77.4
+Bronx High School for Writing and Communication Arts,Bronx,X425,380,437,425,38.1
+High School for Teaching and the Professions,Bronx,X430,372,361,369,46.5
+Bronx High School of Science,Bronx,X445,714,660,667,97.0
+Kingsbridge International High School,Bronx,X430,366,311,310,
+Discovery High School,Bronx,X430,432,396,395,39.9
+Celia Cruz Bronx High School of Music,Bronx,X430,417,434,425,75.6
+High School of American Studies at Lehman College,Bronx,X905,669,672,672,91.8
+DeWitt Clinton High School,Bronx,X440,445,436,433,31.8
+International School for Liberal Arts,Bronx,X430,390,387,379,19.2
+Astor Collegiate Academy,Bronx,X415,422,417,409,57.9
+Pelham Preparatory Academy,Bronx,X415,420,433,425,77.0
+High School of Language and Innovation,Bronx,X415,356,340,320,72.7
+Collegiate Institute for Math and Science,Bronx,X415,488,461,458,79.8
+Bronxdale High School,Bronx,X415,418,432,436,72.5
+Pan American International High School at Monroe,Bronx,X420,317,315,292,65.6
+Cinema School,Bronx,X423,430,449,448,88.3
+Monroe Academy for Visual Arts and Design,Bronx,X420,361,354,351,46.8
+Mott Hall V,Bronx,X423,430,422,414,77.5
+Metropolitan Soundview High School,Bronx,X420,444,428,422,52.0
+High School of World Cultures,Bronx,X420,356,359,347,38.2
+Millennium Art Academy,Bronx,X450,396,413,395,39.2
+Bronx Guild,Bronx,X450,365,393,357,41.3
+"Archimedes Academy for Math, Science, and Technology Applications",Bronx,X174,418,430,403,
+Pablo Neruda Academy,Bronx,X450,394,384,383,44.2
+Women's Academy of Excellence,Bronx,X174,386,390,389,45.2
+Felisa Rincon de Gautier Institute for Law and Public Policy,Bronx,X972,389,408,413,31.3
+Antonia Pantoja Preparatory Academy (College Board),Bronx,X450,435,415,423,44.9
+Bronx Health Sciences High School,Bronx,X455,407,421,427,87.1
+Harry S. Truman High School,Bronx,X455,400,401,391,41.5
+Queens Vocational and Technical High School,Queens,Q600,467,436,432,53.4
+High School of Applied Communication,Queens,Q735,435,437,441,70.9
+Middle College High School at LaGuardia Community College,Queens,Q520,377,389,377,48.7
+Academy for Careers in Television and Film,Queens,Q404,444,458,444,95.0
+Aviation Career and Technical Education High School,Queens,Q610,511,464,456,78.6
+Academy of American Studies,Queens,Q451,495,482,479,84.8
+Newcomers High School,Queens,Q450,490,374,381,47.1
+Bard High School Early College Queens,Queens,Q735,631,598,610,94.1
+International High School at LaGuardia Community College,Queens,Q520,425,367,365,71.7
+Information Technology High School,Queens,Q725,443,420,411,58.8
+Robert F. Wagner Jr. Secondary School for Arts and Technology,Queens,Q891,478,445,445,71.1
+Academy of Finance and Enterprise,Queens,Q735,489,456,459,92.7
+Young Women's Leadership School in Astoria,Queens,Q739,483,464,477,
+William Cullen Bryant High School,Queens,Q445,466,424,426,56.9
+Long Island City High School,Queens,Q452,430,423,412,51.6
+Frank Sinatra School of the Arts High School,Queens,Q570,536,543,543,89.5
+Baccalaureate School for Global Education,Queens,Q798,633,620,628,98.5
+"Science Skills Center High School for Science, Technology, and the Creative Arts",Brooklyn,K805,399,397,386,65.9
+Brooklyn International High School,Brooklyn,K805,432,334,333,92.7
+School for International Studies,Brooklyn,K293,417,406,394,65.1
+Brooklyn School for Global Studies,Brooklyn,K293,393,381,402,61.8
+"City Polytechnic High School of Engineering, Architecture, and Technology",Brooklyn,K580,503,477,427,18.5
+Urban Assembly Institute of Math and Science for Young Women,Brooklyn,K313,397,415,407,82.4
+Urban Assembly School for Law and Justice,Brooklyn,K313,446,443,430,87.6
+Cobble Hill School of American Studies,Brooklyn,K804,416,420,402,55.3
+George Westinghouse Career and Technical Education High School,Brooklyn,K580,394,422,400,45.3
+Urban Assembly High School of Music and Art,Brooklyn,K805,372,372,361,55.1
+Cultural Academy for the Arts and Sciences,Brooklyn,K415,382,395,384,57.3
+Kurt Hahn Expeditionary Learning School,Brooklyn,K415,378,394,388,72.6
+School for Human Rights,Brooklyn,K470,398,411,400,60.8
+It Takes a Village Academy,Brooklyn,K415,364,374,361,62.2
+High School for Public Service: Heroes of Tomorrow,Brooklyn,K470,468,454,464,
+Arts and Media Preparatory Academy,Brooklyn,K232,370,383,374,64.2
+School for Democracy and Leadership,Brooklyn,K470,386,385,390,53.5
+Urban Assembly School for Criminal Justice,Brooklyn,K223,428,413,417,83.6
+Franklin Delano Roosevelt High School,Brooklyn,K505,504,411,407,54.0
+"Brooklyn Community High School of Communication, Arts, and Media",Brooklyn,K117,358,386,380,51.7
+Dr. Susan S. McKinney Secondary School of the Arts,Brooklyn,K265,332,346,350,55.1
+Benjamin Banneker Academy,Brooklyn,K914,479,484,472,85.5
+Juan Morel Campos Secondary School,Brooklyn,K071,366,356,353,56.3
+Brooklyn Latin School,Brooklyn,K049,625,588,591,97.5
+Green School: An Academy for Environmental Careers,Brooklyn,K049,384,398,399,41.1
+Lyons Community School,Brooklyn,K049,374,376,357,56.3
+World Academy for Total Community Health High School,Brooklyn,K435,380,389,384,40.9
+FDNY High School for Fire and Life Safety,Brooklyn,K435,365,369,357,47.7
+W. H. Maxwell Career and Technical Education High School,Brooklyn,K660,326,333,350,38.5
+High School for Civil Rights,Brooklyn,K435,391,373,376,26.4
+Performing Arts and Technology High School,Brooklyn,K435,375,393,394,39.8
+East New York Family Academy,Brooklyn,K819,464,451,421,66.7
+Brooklyn Lab School,Brooklyn,K420,383,376,370,46.8
+Multicultural High School,Brooklyn,K420,319,323,284,
+"School for Classics: An Academy of Thinkers, Writers, and Performers",Brooklyn,K218,387,391,383,52.8
+Transit Tech Career and Technical Education High School,Brooklyn,K615,387,387,384,37.2
+Cypress Hills Collegiate Preparatory School,Brooklyn,K420,365,370,362,53.8
+Academy for Young Writers,Brooklyn,K422,382,413,391,81.2
+Academy of Innovative Technology,Brooklyn,K420,395,376,359,57.4
+Fort Hamilton High School,Brooklyn,K490,513,456,451,68.7
+Midwood High School,Brooklyn,K405,550,514,516,85.7
+PROGRESS High School for Professional Careers,Brooklyn,K450,380,377,384,44.9
+"High School for Enterprise, Business, and Technology",Brooklyn,K450,463,446,425,54.5
+Brooklyn Preparatory High School,Brooklyn,K650,391,406,391,74.5
+El Puente Academy for Peace and Justice,Brooklyn,K778,344,380,379,62.5
+School for Legal Studies,Brooklyn,K450,393,390,394,34.8
+Williamsburg Preparatory School,Brooklyn,K650,443,440,430,87.8
+Williamsburg High School for Architecture and Design,Brooklyn,K650,415,424,407,60.1
+Frederick Douglass Academy VII High School,Brooklyn,K175,400,407,394,65.4
+Teachers Preparatory High School,Brooklyn,K175,394,399,412,56.6
+Pathways in Technology Early College High School,Brooklyn,K625,446,442,410,69.4
+Academy for Health Careers,Brooklyn,K625,406,405,396,48.1
+Boys and Girls High School,Brooklyn,K455,399,392,394,
+High School of Sports Management,Brooklyn,K400,367,374,361,56.2
+Brooklyn Studio Secondary School,Brooklyn,K721,458,434,434,67.8
+International High School at Lafayette,Brooklyn,K400,424,343,337,84.3
+Expeditionary Learning School for Community Leaders,Brooklyn,K400,420,396,396,75.0
+New Utrecht High School,Brooklyn,K445,488,422,417,63.2
+Life Academy High School for Film and Music,Brooklyn,K400,369,379,378,70.2
+Kingsborough Early College School,Brooklyn,K400,474,462,449,65.8
+Secondary School for Journalism,Brooklyn,K460,408,435,415,58.8
+Millennium Brooklyn High School,Brooklyn,K460,553,551,539,79.6
+Park Slope Collegiate,Brooklyn,K460,405,377,395,59.6
+Secondary School for Law,Brooklyn,K460,420,424,414,74.7
+Bedford Academy High School,Brooklyn,K994,505,464,456,96.2
+Brooklyn High School of the Arts,Brooklyn,K655,439,441,436,80.6
+Brooklyn Technical High School,Brooklyn,K430,682,608,606,95.5
+Brooklyn College Academy,Brooklyn,K917,502,495,493,98.1
+High School of Telecommunication Arts and Technology,Brooklyn,K485,475,440,445,81.6
+EBC High School for Public Service in Bushwick,Brooklyn,K913,389,374,378,50.0
+Brooklyn High School for Law and Technology,Brooklyn,K987,395,401,383,62.7
+Brooklyn Academy of Global Finance,Brooklyn,K057,395,382,391,
+Bushwick Leaders High School for Academic Excellence,Brooklyn,K865,393,368,382,46.8
+Automotive High School,Brooklyn,K610,367,381,328,31.6
+Frances Perkins Academy,Brooklyn,K610,399,413,400,46.3
+John Dewey High School,Brooklyn,K540,512,418,396,62.7
+Rachel Carson High School for Coastal Studies,Brooklyn,K303,436,430,421,68.4
+Brooklyn School for Music and Theatre,Brooklyn,K440,382,393,377,72.2
+Brooklyn Academy of Science and the Environment,Brooklyn,K440,419,411,416,58.5
+Medgar Evers College Preparatory School,Brooklyn,K590,525,500,481,89.0
+Clara Barton High School,Brooklyn,K600,408,424,407,55.0
+International High School at Prospect Heights,Brooklyn,K440,344,302,300,81.7
+High School for Global Citizenship,Brooklyn,K440,377,386,375,61.9
+"Science, Technology, and Research Early College High School at Erasmus",Brooklyn,K465,496,491,484,91.5
+Academy for College Preparation and Career Exploration (College Board),Brooklyn,K465,386,397,393,57.3
+High School for Youth and Community Development at Erasmus,Brooklyn,K465,360,382,359,63.2
+High School for Service and Learning at Erasmus,Brooklyn,K465,377,382,356,45.5
+Academy of Hospitality and Tourism,Brooklyn,K465,374,385,375,62.0
+James Madison High School,Brooklyn,K425,492,450,444,69.0
+Edward R. Murrow High School,Brooklyn,K525,500,479,472,75.2
+Brooklyn Secondary School for Collaborative Studies,Brooklyn,K142,401,411,404,
+Sunset Park High School,Brooklyn,K564,398,380,381,61.6
+Brooklyn Collegiate (College Board),Brooklyn,K055,394,395,399,64.4
+Gotham Professional Arts Academy,Brooklyn,K040,377,396,386,50.7
+Leon M. Goldstein High School for the Sciences,Brooklyn,K535,563,534,543,94.0
+Abraham Lincoln High School,Brooklyn,K410,441,422,422,54.9
+William E. Grady Career and Technical Education High School,Brooklyn,K620,416,423,387,31.4
+Urban Action Academy,Brooklyn,K500,362,396,393,44.9
+Brooklyn Generation School,Brooklyn,K515,392,406,403,50.0
+High School for Medical Professions,Brooklyn,K500,404,427,424,60.2
+High School for Innovation in Advertising and Media,Brooklyn,K500,390,410,397,59.1
+Victory Collegiate High School,Brooklyn,K515,386,408,402,72.7
+Brooklyn Theatre Arts High School,Brooklyn,K515,379,393,373,69.1
+Academy for Conservation and the Environment,Brooklyn,K515,381,397,390,50.8
+All City Leadership Secondary School,Brooklyn,K554,467,446,448,85.0
+Bushwick School for Social Justice,Brooklyn,K480,365,357,357,50.0
+Academy for Environmental Leadership,Brooklyn,K480,365,366,348,71.3
+Academy of Urban Planning,Brooklyn,K480,392,374,379,41.9
+ACORN Community High School,Brooklyn,K909,379,395,385,61.3
+Flushing High School,Queens,Q460,444,407,405,
+East-West School of International Studies,Queens,Q237,521,457,451,89.4
+Flushing International High School,Queens,Q189,481,323,323,67.7
+World Journalism Preparatory (College Board),Queens,Q025,484,491,487,89.2
+Bayside High School,Queens,Q405,523,479,485,76.7
+Benjamin N. Cardozo High School,Queens,Q415,563,505,510,75.6
+Francis Lewis High School,Queens,Q430,562,483,485,80.7
+Queens School of Inquiry,Queens,Q168,516,493,486,88.2
+Robert F. Kennedy Community High School,Queens,Q707,460,426,423,67.3
+John Bowne High School,Queens,Q425,467,422,425,62.1
+Townsend Harris High School,Queens,Q515,680,640,661,97.1
+High School for Arts and Business,Queens,Q456,413,405,393,76.7
+Civic Leadership Academy,Queens,Q744,435,424,418,68.9
+Maspeth High School,Queens,Q585,476,471,480,90.0
+Pan American International High School,Queens,Q744,340,320,318,31.9
+Newtown High School,Queens,Q455,434,401,389,39.1
+Forest Hills High School,Queens,Q440,517,485,483,72.8
+Queens Metropolitan High School,Queens,Q686,460,448,449,76.4
+Grover Cleveland High School,Queens,Q485,452,422,416,38.9
+Humanities and Arts Magnet High School,Queens,Q490,384,409,401,
+"Mathematics, Science Research, and Technology Magnet High School",Queens,Q490,380,418,388,54.9
+Pathways College Preparatory School (College Board),Queens,Q192,405,427,409,72.4
+Excelsior Preparatory High School,Queens,Q420,384,407,400,70.1
+Preparatory Academy for Writers (College Board),Queens,Q420,398,410,393,69.5
+Queens Preparatory Academy,Queens,Q420,423,422,403,83.7
+George Washington Carver High School for the Sciences,Queens,Q420,439,428,419,63.5
+"High School for Construction Trades, Engineering, and Architecture",Queens,Q650,489,457,451,78.9
+John Adams High School,Queens,Q480,418,401,395,38.4
+Robert H. Goddard High School of Communication Arts and Technology,Queens,Q202,426,435,424,85.1
+Richmond Hill High School,Queens,Q475,413,406,399,37.9
+Cambria Heights Academy,Queens,Q799,418,424,411,58.5
+"Queens High School of Teaching, Liberal Arts, and the Sciences",Queens,Q566,453,434,439,72.4
+Martin Van Buren High School,Queens,Q435,397,396,391,40.0
+Queens Gateway to Health Sciences Secondary School,Queens,Q695,524,511,514,92.5
+Jamaica Gateway to the Sciences,Queens,Q470,487,460,463,78.6
+High School for Community Leadership,Queens,Q470,415,392,386,72.3
+Young Women's Leadership School in Queens,Queens,Q680,415,420,433,90.4
+Queens Collegiate (College Board),Queens,Q470,455,439,441,74.8
+Hillcrest High School,Queens,Q505,448,432,426,
+Thomas A. Edison Career and Technical Education High School,Queens,Q620,514,473,470,80.0
+Hillside Arts and Letters Academy,Queens,Q470,409,399,404,62.6
+York Early College Academy,Queens,Q008,496,481,473,92.9
+Queens High School for the Sciences at York College,Queens,Q774,701,621,625,97.9
+High School for Law Enforcement and Public Safety,Queens,Q690,410,431,409,56.6
+August Martin High School,Queens,Q400,366,372,364,26.3
+Frederick Douglass Academy VI High School,Queens,Q465,410,418,407,30.1
+Academy of Medical Technology (College Board),Queens,Q465,422,424,415,67.6
+"Queens High School for Information, Research, and Technology",Queens,Q465,372,362,352,44.6
+Rockaway Park High School for Environmental Sustainability,Queens,Q410,357,381,376,38.5
+Channel View School for Research,Queens,Q410,427,430,423,76.6
+Rockaway Collegiate High School,Queens,Q410,399,403,405,46.5
+Scholars' Academy,Queens,Q180,588,560,568,99.2